{"meta":{"query_hash":"b818c8d67872","filters":{"venue":"JMIR mhealth and uhealth"},"cohort_total":3053,"direct_labels_cover":22,"predictions_cover":3053,"exported":3053,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b818c8d67872","api":"https://metacan.xera.ac/api/v1/cohort?venue=JMIR+mhealth+and+uhealth"},"results":[{"id":"W1502646758","doi":"10.2196/mhealth.4393","title":"A Novel System for Supporting Autism Diagnosis Using Home Videos: Iterative Development and Evaluation of System Design","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Autism; Psychological intervention; Psychology; Applied psychology; Computer science; Pervasive developmental disorder; Multimedia; Medical education; Autism spectrum disorder; Developmental psychology; Medicine; Psychiatry","score_opus":0.31806817941316884,"score_gpt":0.45503774198970465,"score_spread":0.1369695625765358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502646758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96613634,0.0007620555,0.028585516,0.0006575447,0.00016791992,0.0035061215,0.00004271617,0.000072811345,0.00006898652],"genre_scores_gemma":[0.9906861,0.000026112722,0.008379584,0.00007669065,0.000030806077,0.00076034723,0.0000049828127,0.000028344977,0.0000070378906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966173,0.000578948,0.0007485291,0.00055539754,0.00083544187,0.0006643899],"domain_scores_gemma":[0.9981898,0.0004724246,0.00053825683,0.0001818071,0.00010830065,0.00050941115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048773345,0.00019044556,0.00041247194,0.0002525437,0.0004524953,0.00006602852,0.000120312165,0.00007856971,0.0000013732766],"category_scores_gemma":[0.00028529574,0.00017475741,0.000023396655,0.0003353848,0.000082081024,0.00023136273,0.00007857974,0.0001430769,0.0000017982695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042078476,0.002457666,0.04420015,0.13547184,0.00016105785,0.000075362324,0.23841488,0.0033654214,0.022836052,0.30138242,0.00052208273,0.24690521],"study_design_scores_gemma":[0.0129727395,0.00216834,0.028281718,0.0030388823,0.00023290784,0.00048875203,0.013223833,0.90409243,0.03256547,0.001747701,0.00023448274,0.00095271674],"about_ca_topic_score_codex":0.0001996706,"about_ca_topic_score_gemma":0.000023059909,"teacher_disagreement_score":0.90072703,"about_ca_system_score_codex":0.0008877441,"about_ca_system_score_gemma":0.0023801143,"threshold_uncertainty_score":0.71264005},"labels":[],"label_agreement":null},{"id":"W1503371844","doi":"10.2196/mhealth.4021","title":"My Interventional Drug-Eluting Stent Educational App (MyIDEA): Patient-Centered Design Methodology","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research; National Institute on Aging","keywords":"Medicine; Drug; Medical physics; Pharmacology","score_opus":0.3569632330638401,"score_gpt":0.47330036645212914,"score_spread":0.11633713338828905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503371844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8687914,0.012255797,0.032321654,0.07590197,0.0021355206,0.0028516774,0.000031472027,0.0001910261,0.0055194725],"genre_scores_gemma":[0.948043,0.00024821045,0.03841305,0.008448069,0.0004930892,0.0002801072,0.00013909786,0.000022557102,0.003912825],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997745,0.0004593317,0.0006115364,0.00037516226,0.00038050892,0.00042847224],"domain_scores_gemma":[0.99798065,0.00024017028,0.00032619035,0.00023808268,0.00022737337,0.0009875079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012709892,0.00015404509,0.00033776142,0.00013055043,0.00014584052,0.000014290827,0.000094834795,0.00007618919,0.00042042858],"category_scores_gemma":[0.0002985637,0.00013504448,0.00005958013,0.00018004807,0.00009798545,0.00007629496,0.000044525706,0.00027990565,0.00025634223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028644903,0.0029771368,0.07914531,0.0037983463,0.00013518828,0.000022945755,0.00859663,0.000018030909,0.00011757115,0.015570934,0.47736254,0.40939087],"study_design_scores_gemma":[0.025499728,0.010075013,0.63833404,0.0034327651,0.0005278883,0.001898658,0.01849726,0.0073306225,0.00037129442,0.03453648,0.25793698,0.0015592758],"about_ca_topic_score_codex":0.00010355234,"about_ca_topic_score_gemma":0.000006110673,"teacher_disagreement_score":0.5591887,"about_ca_system_score_codex":0.00016538362,"about_ca_system_score_gemma":0.0016663887,"threshold_uncertainty_score":0.55069536},"labels":[],"label_agreement":null},{"id":"W1511459759","doi":"10.2196/mhealth.4438","title":"The Prevalence and Characteristics of Emergency Medicine Patient Use of New Media","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Ethnic group; Medicine; Phone; mHealth; Health care; Family medicine; Medical emergency; Nursing; Psychological intervention","score_opus":0.2142172164307844,"score_gpt":0.4772225907635401,"score_spread":0.2630053743327557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511459759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699128,0.011474827,0.00010524326,0.011797684,0.001898256,0.004022395,0.00018983413,0.00005281917,0.000546095],"genre_scores_gemma":[0.8811692,0.113000944,0.00057643827,0.001830466,0.0007921693,0.0011586084,0.000049678103,0.000042973967,0.0013795389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955963,0.0005223336,0.002234521,0.00036232726,0.00046514382,0.0008193875],"domain_scores_gemma":[0.99383473,0.0012855604,0.0016622611,0.0005704709,0.0005465228,0.002100455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017500618,0.00021364873,0.0005991431,0.00012054355,0.00071346184,0.0000025549853,0.00016883767,0.00019921034,0.00009077632],"category_scores_gemma":[0.0013855451,0.00014410044,0.000028587672,0.00036518983,0.00025212596,0.000112054615,0.00011552625,0.0005489877,0.000006772998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010064124,0.00018268416,0.52990216,0.021628113,0.00001616953,7.0665124e-7,0.025470335,3.723823e-7,0.000015228265,0.029426275,0.17901902,0.21333253],"study_design_scores_gemma":[0.0011138432,0.00071898696,0.6229188,0.00039545892,0.000055730063,0.0000023721934,0.001445581,0.00006692611,0.0000014828881,0.0017608005,0.3714068,0.00011324681],"about_ca_topic_score_codex":0.0019351288,"about_ca_topic_score_gemma":0.0004054962,"teacher_disagreement_score":0.21321929,"about_ca_system_score_codex":0.00009296317,"about_ca_system_score_gemma":0.002479523,"threshold_uncertainty_score":0.58762455},"labels":[],"label_agreement":null},{"id":"W1513513040","doi":"10.2196/mhealth.4071","title":"Development and Pilot Testing of the Eating4two Mobile Phone App to Monitor Gestational Weight Gain","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Canberra","keywords":"Weight gain; mHealth; Psychological intervention; Pregnancy; Focus group; Medicine; Mobile phone; Phone; Body mass index; Multimedia; Computer science; Medical education; Nursing; Body weight; Internal medicine","score_opus":0.09775354402136666,"score_gpt":0.3881365604574279,"score_spread":0.29038301643606124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513513040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950488,0.00047141055,0.00009543597,0.0023160288,0.000064958636,0.0010727319,0.000011686426,0.000020642015,0.000898275],"genre_scores_gemma":[0.9703564,0.000052364572,0.02735717,0.0012825369,0.00009634322,0.00024427794,0.00001958814,0.000011713533,0.00057961594],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986539,0.000057005927,0.0002984471,0.00019679773,0.00046399474,0.00032987443],"domain_scores_gemma":[0.9987612,0.00013297496,0.00009870947,0.00011714096,0.00020295024,0.00068705645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593896,0.00009731782,0.00017472476,0.00009902954,0.00015012981,0.000011873507,0.00005357065,0.000021764754,0.00000680549],"category_scores_gemma":[0.00022375946,0.000068718895,0.000009922941,0.00025462455,0.000053040516,0.000037175996,0.00008273877,0.00012570413,0.000008625233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013111611,0.0013495908,0.3028911,0.010704701,0.000093459115,0.000015654805,0.014694581,0.00021831058,0.001695764,0.003327826,0.028487556,0.6352103],"study_design_scores_gemma":[0.0020443986,0.0013768045,0.975327,0.0002500804,0.000019810737,0.000009975592,0.0011520914,0.0007301334,0.00041762457,0.00025813744,0.018302016,0.00011188646],"about_ca_topic_score_codex":0.00012618495,"about_ca_topic_score_gemma":0.000023552926,"teacher_disagreement_score":0.67243594,"about_ca_system_score_codex":0.00011412005,"about_ca_system_score_gemma":0.00066091254,"threshold_uncertainty_score":0.2802275},"labels":[],"label_agreement":null},{"id":"W1520635673","doi":"10.2196/mhealth.2866","title":"Metadata Correction: Usage of Multilingual Mobile Translation Applications in Clinical Settings","year":2013,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Computer science; Metadata; World Wide Web; Mobile apps; Internet privacy; Medicine; Nursing; Psychological intervention","score_opus":0.14334570864919166,"score_gpt":0.5308237844138306,"score_spread":0.38747807576463894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520635673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27807012,0.16535634,0.0028798766,0.019547459,0.18526086,0.085545726,0.0050750123,0.0023003034,0.2559643],"genre_scores_gemma":[0.49425796,0.11278825,0.007554249,0.012534628,0.012021009,0.02953219,0.0148666715,0.00066380145,0.31578124],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.990202,0.0033201051,0.0041105864,0.00090814946,0.00046307294,0.0009960621],"domain_scores_gemma":[0.9914781,0.0033450522,0.0025616188,0.0014517033,0.0005792313,0.00058433076],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0043451195,0.00046524432,0.0014501768,0.00047770733,0.0010603324,0.00002322165,0.0006148252,0.0018336116,0.00027731192],"category_scores_gemma":[0.00038553972,0.0004415856,0.00017900436,0.00059222453,0.00025278513,0.00023125485,0.00018994181,0.006512436,0.000084653635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024515498,0.00053617073,0.02357819,0.022838717,0.000045231023,0.0000011891907,0.016875679,0.0000038741928,9.661993e-7,0.000455366,0.79663813,0.13878134],"study_design_scores_gemma":[0.0013554004,0.00048140538,0.028717065,0.0030688425,0.00011051977,0.000004121631,0.009948072,0.0023247174,7.8111816e-7,0.00024370119,0.9533035,0.0004418749],"about_ca_topic_score_codex":0.0053932196,"about_ca_topic_score_gemma":0.001958569,"teacher_disagreement_score":0.21618785,"about_ca_system_score_codex":0.00044426252,"about_ca_system_score_gemma":0.0043937885,"threshold_uncertainty_score":0.9998036},"labels":[],"label_agreement":null},{"id":"W1522815834","doi":"10.2196/mhealth.4409","title":"What Overweight Women Want From a Weight Loss App: A Qualitative Study on Arabic Women","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deanship of Scientific Research, King Saud University; King Saud University","keywords":"Overweight; Mobile phone; Weight loss; Focus group; Psychological intervention; Viewpoints; Obesity; Medicine; Gerontology; mHealth; Psychology; Nursing; Computer science; Business; Marketing","score_opus":0.11853294194490022,"score_gpt":0.4985947208310338,"score_spread":0.38006177888613357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522815834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674029,0.0018801326,0.00006738167,0.014446559,0.0023900154,0.010972959,0.00031234286,0.00045859333,0.002069156],"genre_scores_gemma":[0.9232431,0.0044553955,0.000195853,0.023808733,0.0014974223,0.044049088,0.00016800451,0.00012780912,0.0024546003],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9869429,0.0040684915,0.0024278914,0.0016300504,0.0011744252,0.0037562796],"domain_scores_gemma":[0.9877652,0.002014121,0.001259753,0.0014033383,0.00048009434,0.00707749],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00666449,0.00074131123,0.0015324925,0.0004847999,0.002202484,0.00007099865,0.00049276714,0.0005478163,0.0005778677],"category_scores_gemma":[0.00030177477,0.00062209956,0.00007506495,0.00093956164,0.00022688993,0.0006263083,0.00023112448,0.0022526062,0.0016461913],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037290535,0.0025450173,0.012358526,0.0020742656,0.00007401695,0.0000278701,0.9107069,0.0000010995312,0.0000025158254,0.006036117,0.04275836,0.01968625],"study_design_scores_gemma":[0.009923843,0.0041583516,0.056741066,0.00040618313,0.00004140323,0.0000047435897,0.63282907,0.000050802257,8.557143e-7,0.018220352,0.27699956,0.00062375225],"about_ca_topic_score_codex":0.002006783,"about_ca_topic_score_gemma":0.00041372151,"teacher_disagreement_score":0.27787784,"about_ca_system_score_codex":0.0036511624,"about_ca_system_score_gemma":0.005983632,"threshold_uncertainty_score":0.9996515},"labels":[],"label_agreement":null},{"id":"W1523943095","doi":"10.2196/mhealth.4160","title":"Automated Personalized Feedback for Physical Activity and Dietary Behavior Change With Mobile Phones: A Randomized Controlled Trial on Adults","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":317,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Human–computer interaction; Behavior change; Mobile phone; Process (computing); Phone; Data logger; Multimedia; Psychology","score_opus":0.1063589270552097,"score_gpt":0.45382083242064924,"score_spread":0.3474619053654395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523943095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96467936,0.0006958759,0.000010201455,0.001224214,0.001007036,0.031466864,0.0002465754,0.00028897062,0.00038091716],"genre_scores_gemma":[0.93179476,0.00003314352,0.00011171762,0.0006895736,0.00040571124,0.06628835,0.000066920176,0.000047915153,0.00056190643],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99708235,0.00065719493,0.00057939906,0.0006336085,0.00031185793,0.0007355731],"domain_scores_gemma":[0.9973555,0.0007719401,0.0005167867,0.00026172734,0.000116554555,0.0009774911],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001037588,0.00036169766,0.0017266205,0.0001563292,0.00022834232,0.000045330613,0.000090586786,0.00015390004,0.000020295078],"category_scores_gemma":[0.00007205514,0.0002535223,0.00023144495,0.0001550844,0.0002918729,0.00018399631,0.000028798859,0.00026532606,0.00002674702],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96498245,0.0044110627,0.000044453922,0.0006554683,0.000080896396,0.0000071318264,0.005169239,1.1922518e-7,6.4978576e-7,0.0005126419,0.0012114601,0.02292445],"study_design_scores_gemma":[0.97263634,0.020687873,0.0031619822,0.00023853316,0.00026665648,0.00002504639,0.0011214914,0.0012570868,0.000002613107,0.000094602095,0.00026525187,0.00024253999],"about_ca_topic_score_codex":0.0006960721,"about_ca_topic_score_gemma":0.00011157126,"teacher_disagreement_score":0.034821488,"about_ca_system_score_codex":0.00015455851,"about_ca_system_score_gemma":0.00022673885,"threshold_uncertainty_score":0.9999917},"labels":[],"label_agreement":null},{"id":"W1532111896","doi":"10.2196/mhealth.4087","title":"How Willing Are Adolescents to Record Their Dietary Intake? The Mobile Food Record","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Usability; Focus group; Think aloud protocol; mHealth; Mobile apps; Psychology; Qualitative research; Food choice; Medicine; Applied psychology; Psychological intervention; Computer science; World Wide Web; Human–computer interaction; Psychiatry","score_opus":0.1116345087043937,"score_gpt":0.35389280015891755,"score_spread":0.24225829145452385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532111896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399163,0.0063958415,0.00004248829,0.05104928,0.0005844799,0.0015309288,0.00006851835,0.00007201073,0.00034015003],"genre_scores_gemma":[0.9803642,0.0032544895,0.00051469135,0.014316913,0.0010526279,0.0002527596,0.000024040428,0.000027037499,0.00019325007],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984258,0.000078107645,0.00030343462,0.00035956287,0.00028106937,0.00055202376],"domain_scores_gemma":[0.9983504,0.000060455146,0.00015041757,0.00028290934,0.00016908087,0.0009867684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033017626,0.00020640867,0.00042594096,0.000068645044,0.0003599594,0.000035095745,0.000096154705,0.000082417995,0.0000053071585],"category_scores_gemma":[0.00006805532,0.00012877567,0.00006879282,0.00026339327,0.000060062383,0.00006642851,0.00008315676,0.00034604402,0.000015345759],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003869256,0.0010481827,0.41085216,0.0043357713,0.00009541306,0.000026091187,0.0033612014,0.0000029618257,0.000016489872,0.00018343757,0.23888032,0.3373287],"study_design_scores_gemma":[0.0029311301,0.006415083,0.44611785,0.0009685309,0.00006671431,0.00004799179,0.011821878,0.000059031547,0.000008463485,0.0010853772,0.53020275,0.00027519307],"about_ca_topic_score_codex":0.0002090444,"about_ca_topic_score_gemma":0.0004543086,"teacher_disagreement_score":0.3370535,"about_ca_system_score_codex":0.00016135765,"about_ca_system_score_gemma":0.00018049867,"threshold_uncertainty_score":0.525132},"labels":[],"label_agreement":null},{"id":"W1532410629","doi":"10.2196/mhealth.4271","title":"Selection and Pilot Implementation of a Mobile Image Viewer: A Case Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Radiography and Breast Imaging","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multimedia; Computer science; Usability; Mobile device; World Wide Web; Human–computer interaction","score_opus":0.06250839565369855,"score_gpt":0.4313980317012614,"score_spread":0.36888963604756286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532410629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975179,0.00060701737,0.000033887703,0.00026837422,0.000042699132,0.0012219159,0.000012575613,0.00003561869,0.00026004793],"genre_scores_gemma":[0.9991091,0.00010191335,0.0003651068,0.00023701054,0.00006405077,0.000090923975,0.000008337772,0.000010477578,0.000013114296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904555,0.000058568377,0.00031163963,0.00019913436,0.0001593671,0.00022571774],"domain_scores_gemma":[0.99919295,0.000021472973,0.00012539211,0.00008963871,0.0001155676,0.00045499488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046441684,0.00009986891,0.0002501707,0.0001774981,0.00008193556,0.000018813897,0.000014825274,0.000018053748,0.000006218348],"category_scores_gemma":[0.000008576445,0.00008504609,0.000019136454,0.00028611723,0.000041511044,0.00017746248,0.00001589958,0.00010042933,8.765735e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081320794,0.0017408682,0.54926693,0.0023257735,0.000053008876,0.00028696374,0.012278965,2.667901e-7,0.0001507633,0.000083879066,0.0011748016,0.43182456],"study_design_scores_gemma":[0.020611418,0.05317161,0.7576709,0.00018872955,0.0005581963,0.025487745,0.13930944,0.00040490957,0.00018360166,0.00031053502,0.0017071699,0.0003957503],"about_ca_topic_score_codex":0.00258797,"about_ca_topic_score_gemma":0.00037675267,"teacher_disagreement_score":0.43142882,"about_ca_system_score_codex":0.000041735922,"about_ca_system_score_gemma":0.00026764403,"threshold_uncertainty_score":0.3912254},"labels":[],"label_agreement":null},{"id":"W1542962457","doi":"10.2196/mhealth.3879","title":"Testing the Feasibility and Psychometric Properties of a Mobile Diary (myWHI) in Adolescents and Young Adults With Headaches","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; SickKids Foundation; Dalhousie University; University of Toronto; Hospital for Sick Children; Memorial University of Newfoundland; Nova Scotia Health Authority; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Usability; Headaches; mHealth; Test (biology); Psychology; Medicine; Physical therapy; Psychiatry; Psychological intervention; Computer science","score_opus":0.1578002449869945,"score_gpt":0.3735774947858667,"score_spread":0.21577724979887222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542962457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536303,0.043902867,0.0000019785934,0.0009305977,0.000012392005,0.0013323022,0.0000054433776,0.000019288507,0.00016477185],"genre_scores_gemma":[0.99744403,0.0017244295,0.00022365732,0.00039762355,0.00006212641,0.00009585046,0.0000017830631,0.000012359327,0.00003815486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863756,0.00011748481,0.00036519027,0.00030913722,0.00022951532,0.00034109768],"domain_scores_gemma":[0.99914503,0.000058721034,0.00013118696,0.00018865489,0.00012932667,0.00034708678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009917753,0.00015811475,0.0004417204,0.0001621522,0.0001299138,0.000010281157,0.000036993642,0.00005690553,4.8408316e-7],"category_scores_gemma":[0.00027822115,0.000087290326,0.000014115239,0.00051547866,0.00025310452,0.00006490162,0.00004723144,0.00026707127,2.662064e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010821497,0.00021611052,0.9736393,0.005452124,0.0000071921213,0.0000020384641,0.008984739,1.6037849e-7,0.00001538811,0.000005279916,0.00029558627,0.0102999285],"study_design_scores_gemma":[0.0028714929,0.0019296028,0.98527104,0.001300387,0.00003456916,0.00007346681,0.00813165,0.00016193591,0.0000061666333,0.000024452367,0.00011115268,0.00008410672],"about_ca_topic_score_codex":0.0028267421,"about_ca_topic_score_gemma":0.0016086481,"teacher_disagreement_score":0.043813657,"about_ca_system_score_codex":0.000057676454,"about_ca_system_score_gemma":0.0003520621,"threshold_uncertainty_score":0.42732072},"labels":[],"label_agreement":null},{"id":"W1544245149","doi":"10.2196/mhealth.4283","title":"Valuable Features in Mobile Health Apps for Patients and Consumers: Content Analysis of Apps and User Ratings","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":247,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Usability; Mobile apps; Internet privacy; Computer science; World Wide Web; Feature (linguistics); Human–computer interaction; Medicine; Nursing; Psychological intervention","score_opus":0.13611071166614597,"score_gpt":0.47247913643338213,"score_spread":0.33636842476723616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544245149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679789,0.012804451,0.00018213218,0.0039193607,0.00021728847,0.014070354,0.0005287911,0.000072863666,0.0002258733],"genre_scores_gemma":[0.96152043,0.010044279,0.0022099256,0.008291172,0.00008119938,0.017045917,0.00043965827,0.000052607713,0.000314795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945797,0.00073827134,0.0020192568,0.0008278245,0.00038368642,0.0014512646],"domain_scores_gemma":[0.9948804,0.0009620536,0.0012662698,0.00037172655,0.0005209285,0.0019986585],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030655088,0.00035494805,0.0014616735,0.0007820492,0.0010763152,0.000017170467,0.00013656511,0.00034035795,0.000015057925],"category_scores_gemma":[0.000279905,0.00032089392,0.00007066958,0.0010370621,0.00021636371,0.00016795723,0.00011695448,0.0006771139,0.00000300182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010891588,0.00064019806,0.8518467,0.012106055,0.00009745984,4.1398127e-7,0.011906095,0.0000087439685,0.0000069834077,0.009299966,0.020281972,0.09271628],"study_design_scores_gemma":[0.008185944,0.0018906806,0.9031296,0.00028252008,0.00025252905,0.0000016948283,0.009730719,0.0008003579,0.0000013352787,0.00046161326,0.07494717,0.0003158573],"about_ca_topic_score_codex":0.0048939725,"about_ca_topic_score_gemma":0.0021779125,"teacher_disagreement_score":0.09240042,"about_ca_system_score_codex":0.00035552698,"about_ca_system_score_gemma":0.0020235379,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W1562431544","doi":"10.2196/mhealth.4150","title":"Integrating mHealth and Systems Science: A Combination Approach to Prevent and Treat Chronic Health Conditions","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Chronic disease; Global health; Medicine; Risk analysis (engineering); Computer science; Data science; Public health; Intensive care medicine; Psychological intervention; Nursing","score_opus":0.11453416584240773,"score_gpt":0.48189736260727956,"score_spread":0.36736319676487184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562431544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8931915,0.025058882,0.002631911,0.036522042,0.0015971989,0.028170506,0.000438043,0.00068340776,0.011706487],"genre_scores_gemma":[0.9702715,0.0062813903,0.0019710525,0.008618944,0.0006611385,0.011226589,0.00022119639,0.00008015332,0.0006679983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9917172,0.0012672099,0.0020598515,0.0014703682,0.0008480457,0.002637309],"domain_scores_gemma":[0.9895437,0.0004947763,0.0010584297,0.0007297207,0.0006242064,0.007549176],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007825842,0.00053189025,0.0011070952,0.0008883118,0.0054818583,0.00010930704,0.0002989241,0.00033959447,0.000009558667],"category_scores_gemma":[0.00039094337,0.00047859515,0.00003712052,0.00149084,0.0005507558,0.00045125,0.00027932716,0.0013574086,0.00004528575],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004977429,0.002073797,0.029853491,0.053071585,0.000032291555,0.0000033415943,0.045585174,0.00006512384,0.0000713229,0.6391131,0.08247663,0.14715639],"study_design_scores_gemma":[0.026444158,0.015496983,0.4385426,0.0059779664,0.000368268,0.00061121257,0.09884493,0.054812588,0.000011915013,0.012700024,0.3428771,0.0033122576],"about_ca_topic_score_codex":0.00513177,"about_ca_topic_score_gemma":0.0006034504,"teacher_disagreement_score":0.6264131,"about_ca_system_score_codex":0.0028567486,"about_ca_system_score_gemma":0.01517342,"threshold_uncertainty_score":0.9997666},"labels":[],"label_agreement":null},{"id":"W1592495376","doi":"10.2196/mhealth.4530","title":"Effectiveness of a mHealth Lifestyle Program With Telephone Support (TXT2BFiT) to Prevent Unhealthy Weight Gain in Young Adults: Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"mHealth; Randomized controlled trial; Medicine; Transtheoretical model; Body mass index; Physical therapy; Weight gain; Population; Obesity; Overweight; Weight loss; Health coaching; Gerontology; Intervention (counseling); Behavior change; Psychological intervention; Body weight; Environmental health; Internal medicine; Nursing","score_opus":0.029950567622783347,"score_gpt":0.4247891711003118,"score_spread":0.3948386034775284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592495376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84634984,0.0018224778,0.0005026191,0.005111606,0.0014571485,0.14110096,0.00011941177,0.00039011438,0.0031458517],"genre_scores_gemma":[0.81256247,0.0029932058,0.0026962208,0.0026220162,0.0006551837,0.17778842,0.00020286007,0.00014317028,0.00033647937],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97764206,0.01030061,0.005704121,0.0016161504,0.0013343845,0.003402696],"domain_scores_gemma":[0.9841576,0.0051013334,0.0027900387,0.0011902767,0.0010431485,0.0057175583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.026203075,0.0009087536,0.005709179,0.0011749561,0.0009300774,0.000023251285,0.0004930104,0.00075391063,0.00007609616],"category_scores_gemma":[0.0017407472,0.00067798287,0.00027289544,0.0020292304,0.00036529318,0.00025064975,0.00017569122,0.0020195402,0.000104160594],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94957936,0.003208022,0.008246124,0.018710796,0.00005913506,0.000009796318,0.0052397707,0.000020845653,0.0000022295999,0.0038469527,0.002071007,0.009005978],"study_design_scores_gemma":[0.9663756,0.009876445,0.011675852,0.0025100138,0.00020104335,0.000022853856,0.0017591021,0.000450269,0.0000065401578,0.0006820952,0.0058685327,0.0005716499],"about_ca_topic_score_codex":0.00802562,"about_ca_topic_score_gemma":0.004803502,"teacher_disagreement_score":0.036687467,"about_ca_system_score_codex":0.001502297,"about_ca_system_score_gemma":0.017670687,"threshold_uncertainty_score":0.99956715},"labels":[],"label_agreement":null},{"id":"W1625437550","doi":"10.2196/mhealth.4882","title":"Comparison of a User-Centered Design, Self-Management App to Existing mHealth Apps for Persons Living With HIV","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institute of Nursing Research; National Institute of Mental Health","keywords":"mHealth; Self-management; Human immunodeficiency virus (HIV); Computer science; Mobile apps; Internet privacy; Smartphone app; Psychology; Human–computer interaction; World Wide Web; Medicine; Psychological intervention; Nursing; Family medicine; Artificial intelligence","score_opus":0.2209331061172181,"score_gpt":0.49592158783492657,"score_spread":0.2749884817177085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1625437550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57577705,0.005849393,0.29225308,0.026764588,0.0019261418,0.08127263,0.0007157344,0.0021115409,0.013329837],"genre_scores_gemma":[0.8252879,0.0007970564,0.14014363,0.006991589,0.0005322007,0.024758026,0.00009316525,0.00016815633,0.0012282743],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923181,0.0009500134,0.002340765,0.0011238618,0.0006957232,0.002571543],"domain_scores_gemma":[0.9911727,0.0016291782,0.0014787362,0.00088007684,0.0006385479,0.0042007887],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004313737,0.0005448366,0.0013577087,0.0005503814,0.002123454,0.0000239849,0.00042573985,0.00033777565,0.00002503606],"category_scores_gemma":[0.00025563597,0.00048771978,0.00008114676,0.00095136394,0.00010001036,0.00016657726,0.00019893785,0.00090127793,0.000073163916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006348419,0.0041685193,0.30235815,0.09959023,0.00020750126,0.000006665008,0.09682245,0.0004590863,0.000020134796,0.052023776,0.33634982,0.10164525],"study_design_scores_gemma":[0.019206423,0.009360501,0.1335626,0.007410595,0.00067519775,0.00002965287,0.08209484,0.01142464,0.000012630495,0.00089942827,0.73357546,0.0017480283],"about_ca_topic_score_codex":0.0004424332,"about_ca_topic_score_gemma":0.0004030227,"teacher_disagreement_score":0.39722565,"about_ca_system_score_codex":0.00091667764,"about_ca_system_score_gemma":0.003855078,"threshold_uncertainty_score":0.99975747},"labels":[],"label_agreement":null},{"id":"W1651084628","doi":"10.2196/mhealth.4122","title":"Doctors and the Etiquette of Mobile Device Use in Trauma and Orthopedics","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Etiquette; Orthopedic surgery; Medicine; mHealth; Mobile device; Internet privacy; Psychology; Medical emergency; Computer science; World Wide Web; Psychiatry; Psychological intervention","score_opus":0.13981494580456963,"score_gpt":0.4789435800917315,"score_spread":0.3391286342871619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1651084628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768391,0.00783625,0.00004118902,0.0077926302,0.00023489678,0.006202615,0.000058865615,0.000059043326,0.0009354027],"genre_scores_gemma":[0.9691793,0.014193,0.0006473981,0.010189271,0.00020229007,0.005263723,0.000025282983,0.00003692964,0.00026284214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99528635,0.0012921972,0.0015654698,0.0005210886,0.0003144521,0.0010204571],"domain_scores_gemma":[0.9951836,0.0018578174,0.0006655726,0.00046530788,0.00022375149,0.0016039447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046948455,0.00026251486,0.00076581887,0.00023377994,0.00070462597,0.000015275602,0.00013529195,0.00032753515,0.000016739308],"category_scores_gemma":[0.00037479508,0.00018659442,0.000030012065,0.00050241523,0.00046842004,0.00020079594,0.0001329702,0.0011160503,0.000008450903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022679698,0.00027924465,0.7601572,0.011233612,0.000014713137,0.0000048643533,0.027413432,0.000008710465,0.0000027145945,0.061013646,0.009910123,0.12769374],"study_design_scores_gemma":[0.014085393,0.0006878641,0.67684764,0.0004896976,0.00007084597,0.000027111617,0.009266308,0.00091999077,0.0000015833375,0.0028823582,0.29438856,0.00033268053],"about_ca_topic_score_codex":0.00695624,"about_ca_topic_score_gemma":0.0056580133,"teacher_disagreement_score":0.28447843,"about_ca_system_score_codex":0.00014285346,"about_ca_system_score_gemma":0.0017081216,"threshold_uncertainty_score":0.9996565},"labels":[],"label_agreement":null},{"id":"W1748592323","doi":"10.2196/mhealth.4328","title":"Review and Evaluation of Mindfulness-Based iPhone Apps","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":540,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Young and Well Cooperative Research Centre; Australian Government","keywords":"Mindfulness; Mobile apps; mHealth; Psychology; Reliability (semiconductor); Meditation; Rating scale; Applied psychology; App store; Quality (philosophy); Mars Exploration Program; Clinical psychology; Computer science; World Wide Web; Psychological intervention; Psychiatry; Developmental psychology","score_opus":0.18155505115396364,"score_gpt":0.47809440497048655,"score_spread":0.2965393538165229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1748592323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78035045,0.18120728,0.010457941,0.013331675,0.0013033684,0.002768739,0.00012731782,0.000076811215,0.010376404],"genre_scores_gemma":[0.9959441,0.000062387386,0.000048823236,0.0017342023,0.000057953457,0.0018855138,0.000021977243,0.000011254907,0.00023380178],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982289,0.0004724471,0.00050205446,0.0002713328,0.00027525015,0.00025002082],"domain_scores_gemma":[0.9986785,0.00005597947,0.00029642682,0.00028365088,0.0002712572,0.00041416267],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022177359,0.000118438955,0.00035040517,0.00011078533,0.000091563685,0.0000076053097,0.00007403907,0.00007960744,0.0018328344],"category_scores_gemma":[0.00005085789,0.00010033559,0.000041074632,0.00020820697,0.000072346615,0.000041776177,0.0000217086,0.00013976308,0.000029480148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027736876,0.0007976009,0.0023095373,0.009091272,0.00003625978,0.0000017190814,0.000691879,0.000003675958,6.766148e-7,0.05150956,0.29520598,0.6400745],"study_design_scores_gemma":[0.045535043,0.008449777,0.423401,0.015367821,0.0051755006,0.0003267427,0.009615665,0.00736698,0.0006207861,0.13123523,0.3504714,0.0024340597],"about_ca_topic_score_codex":0.00024374036,"about_ca_topic_score_gemma":0.0000434562,"teacher_disagreement_score":0.6376404,"about_ca_system_score_codex":0.00004437256,"about_ca_system_score_gemma":0.00036820833,"threshold_uncertainty_score":0.99907964},"labels":[],"label_agreement":null},{"id":"W1778362155","doi":"10.2196/mhealth.4169","title":"Expert Involvement and Adherence to Medical Evidence in Medical Mobile Phone Apps: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; mHealth; Internet privacy; Phone; Medicine; Psychology; Computer science; Psychological intervention; Nursing; Telecommunications","score_opus":0.30826750860200214,"score_gpt":0.5803725088765003,"score_spread":0.27210500027449813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1778362155","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003162748,0.9425187,0.000039355225,0.0056730574,0.0006796222,0.050591327,0.0000838423,0.00017298161,0.00020947527],"genre_scores_gemma":[0.000016935723,0.7822234,0.00018589172,0.043579537,0.0005606084,0.17296547,0.000117414456,0.0001046862,0.00024604436],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9798656,0.005494615,0.0073538995,0.001906076,0.002705205,0.0026746108],"domain_scores_gemma":[0.97854805,0.004038523,0.0022843329,0.0016178883,0.00041635393,0.01309486],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.020658353,0.0010804505,0.007676568,0.000702506,0.0008838902,0.00002459479,0.0010953792,0.0018040218,0.0008758501],"category_scores_gemma":[0.006232265,0.00081320695,0.00019705952,0.0018258155,0.00022738862,0.00017842233,0.0007644542,0.004078633,0.0007992908],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022419901,0.00012407546,0.000017654755,0.6497934,0.000010655861,0.000018042403,0.0007531016,7.3533544e-9,1.934742e-9,0.00023335376,0.025590982,0.32343632],"study_design_scores_gemma":[0.000498921,0.00035810153,0.0000076305505,0.5178819,0.0001922285,0.000055883407,0.0003133887,0.000013309752,1.2928317e-9,0.000028282222,0.48033708,0.00031331106],"about_ca_topic_score_codex":0.0022681216,"about_ca_topic_score_gemma":0.0022136292,"teacher_disagreement_score":0.4547461,"about_ca_system_score_codex":0.001753467,"about_ca_system_score_gemma":0.036017083,"threshold_uncertainty_score":0.9999787},"labels":[],"label_agreement":null},{"id":"W1789758336","doi":"10.2196/mhealth.4344","title":"Feasibility and Acceptability of Smartphone-Based Ecological Momentary Assessment of Alcohol Use Among African American Men Who Have Sex With Men in Baltimore","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; Center for AIDS Research, University of Washington; National Institute on Alcohol Abuse and Alcoholism; National Institute of Allergy and Infectious Diseases; Center for AIDS Research, Johns Hopkins University; Johns Hopkins University","keywords":"mHealth; Context (archaeology); Population; Demography; Men who have sex with men; Psychology; Mood; Gerontology; Medicine; Psychological intervention; Environmental health; Human immunodeficiency virus (HIV); Clinical psychology; Psychiatry; Family medicine; Geography","score_opus":0.0991655073528222,"score_gpt":0.4403781044878984,"score_spread":0.3412125971350762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1789758336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916485,0.000088827466,0.00006545311,0.0019498466,0.000004123811,0.0017646551,0.0001382773,0.000017110506,0.0043232157],"genre_scores_gemma":[0.99793255,0.00011566418,0.0012848492,0.00016160193,0.000018646308,0.00013931305,0.0000615643,0.000013356668,0.00027246377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972606,0.0005445702,0.0007042441,0.00046772326,0.0004934611,0.0005294502],"domain_scores_gemma":[0.9977201,0.00021271463,0.00031723914,0.00040264192,0.00018879746,0.0011584725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016305858,0.00018672255,0.00082231185,0.00022887345,0.0000679699,0.000013934201,0.00009039335,0.00007307045,0.00010713871],"category_scores_gemma":[0.0001656154,0.00013542375,0.00005583693,0.0003599408,0.00086050405,0.00014813847,0.00007595862,0.00039319464,2.7381282e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001235436,0.0013608127,0.98523927,0.0011421249,0.000024765486,0.0000074994464,0.0007762939,0.0000050823455,0.000015615393,0.000014879736,0.003149766,0.00702843],"study_design_scores_gemma":[0.0044696536,0.010891522,0.9677446,0.00007934489,0.000037918413,0.000004325452,0.005062884,0.01145951,0.000035896297,0.000028505527,0.00008988734,0.000095978074],"about_ca_topic_score_codex":0.01705472,"about_ca_topic_score_gemma":0.0043663583,"teacher_disagreement_score":0.01749472,"about_ca_system_score_codex":0.0005088265,"about_ca_system_score_gemma":0.0011718883,"threshold_uncertainty_score":0.9894908},"labels":[],"label_agreement":null},{"id":"W1815769969","doi":"10.2196/mhealth.4388","title":"Use of Mobile Clinical Decision Support Software by Junior Doctors at a UK Teaching Hospital: Identification and Evaluation of Barriers to Engagement","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Leicester; University Hospitals of Leicester NHS Trust","keywords":"Mobile phone; Perception; Mobile device; Psychology; Medical education; Clinical decision support system; Nursing; Applied psychology; Medicine; Computer science; Decision support system; Telecommunications","score_opus":0.21862187939229163,"score_gpt":0.5468264257768731,"score_spread":0.3282045463845815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1815769969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890636,0.0010665109,0.0008784195,0.0010587035,0.0013672037,0.0063062175,0.00014450196,0.00006153838,0.000053266238],"genre_scores_gemma":[0.9946527,0.0007293945,0.0019687796,0.0010441458,0.00017081374,0.0009288626,0.00011374602,0.000045699973,0.0003458915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9895869,0.004548877,0.003116023,0.0006940126,0.0011478353,0.0009063841],"domain_scores_gemma":[0.9926231,0.0018779202,0.0016540681,0.0006326949,0.0008295346,0.002382684],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.029292095,0.00024963857,0.0008218448,0.00027778317,0.0008073131,0.000013627843,0.00017026527,0.00035681517,0.000098558616],"category_scores_gemma":[0.005589792,0.00022757253,0.000059591148,0.00028183692,0.00012822406,0.00022940204,0.00019276205,0.00089099776,0.000023001945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065045286,0.00025590754,0.641938,0.0033122494,0.000030467518,5.9570823e-7,0.023501668,0.000023377293,0.000062437975,0.00021840507,0.15844463,0.17156184],"study_design_scores_gemma":[0.012765507,0.012982016,0.6736477,0.002263399,0.0005103868,0.000010554533,0.023713833,0.0035040437,0.00008084822,0.00087886,0.26860666,0.0010361808],"about_ca_topic_score_codex":0.0017721738,"about_ca_topic_score_gemma":0.0005548271,"teacher_disagreement_score":0.17052566,"about_ca_system_score_codex":0.0012641692,"about_ca_system_score_gemma":0.005337983,"threshold_uncertainty_score":0.9995481},"labels":[],"label_agreement":null},{"id":"W1836486152","doi":"10.2196/mhealth.4869","title":"Views of Women and Health Professionals on mHealth Lifestyle Interventions in Pregnancy: A Qualitative Investigation","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Queensland Health","keywords":"mHealth; Psychological intervention; Qualitative research; Medicine; Nursing; Health care; Focus group; Reproductive medicine; Pregnancy","score_opus":0.30057293504037363,"score_gpt":0.5338806370643291,"score_spread":0.23330770202395545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1836486152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95714635,0.005297756,0.000040653686,0.034787517,0.00006303203,0.0022361348,0.000035931887,0.000023999302,0.00036865482],"genre_scores_gemma":[0.9901568,0.0019929858,0.0012753566,0.0052513173,0.000036578003,0.00055512215,0.00010954102,0.000016993356,0.0006052699],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970187,0.0007212011,0.00080092077,0.00033943777,0.00047272933,0.0006470354],"domain_scores_gemma":[0.99756396,0.00017583004,0.0003703846,0.00018165213,0.00015726459,0.0015509358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038183804,0.00015137735,0.00053260935,0.00044915188,0.00009917944,0.00001014165,0.000052158397,0.000061595296,0.000012047021],"category_scores_gemma":[0.00032739053,0.0001262453,0.00003495823,0.00038367612,0.000118574644,0.00011452931,0.000054675686,0.0003024139,0.000006796041],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020845763,0.004763593,0.16623935,0.11919071,0.00012118922,0.000021986814,0.45049635,0.00001843729,0.000022231186,0.071729824,0.035397075,0.14991468],"study_design_scores_gemma":[0.0055067395,0.008388467,0.94152105,0.007047537,0.000014975759,0.0000055583278,0.023088643,0.00026078222,0.000008325327,0.012041864,0.001950161,0.00016588125],"about_ca_topic_score_codex":0.0004764342,"about_ca_topic_score_gemma":0.00027406367,"teacher_disagreement_score":0.7752817,"about_ca_system_score_codex":0.0006570472,"about_ca_system_score_gemma":0.0018626921,"threshold_uncertainty_score":0.51481336},"labels":[],"label_agreement":null},{"id":"W1838615838","doi":"10.2196/mhealth.3857","title":"Targeting Parents for Childhood Weight Management: Development of a Theory-Driven and User-Centered Healthy Eating App","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Warwick","keywords":"Weight management; mHealth; Overweight; Thematic analysis; Childhood obesity; Behavior change; Focus group; Psychological intervention; Early childhood; Health promotion; Psychology; Intervention (counseling); Promotion (chess); Intervention mapping; Developmental psychology; Applied psychology; Medicine; Qualitative research; Public health; Social psychology; Obesity; Marketing; Nursing; Business; Sociology","score_opus":0.07323147311006026,"score_gpt":0.4232639830490322,"score_spread":0.35003250993897195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1838615838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94190514,0.008368023,0.016719267,0.0042844806,0.0012704097,0.024198495,0.00030492293,0.0004376005,0.0025116447],"genre_scores_gemma":[0.90827525,0.0048196386,0.063393764,0.006633527,0.00062765536,0.015288207,0.00044129812,0.0001266159,0.0003940327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938637,0.00067459425,0.0023285896,0.00086034305,0.00043744847,0.0018353257],"domain_scores_gemma":[0.9949129,0.0006179422,0.0013388075,0.0004620149,0.0003229526,0.0023453643],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036509482,0.00041266752,0.0008599196,0.0003331921,0.002283647,0.000014998569,0.0002622045,0.00030656403,0.00002433572],"category_scores_gemma":[0.00017812737,0.00038096,0.00005411351,0.00039497012,0.00011423667,0.00016108996,0.0002346421,0.0006547417,0.000023871837],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004069772,0.0016591873,0.3023768,0.071650736,0.00016951653,0.000004214108,0.050658993,0.000013556101,0.00002068932,0.10736375,0.028302357,0.43371043],"study_design_scores_gemma":[0.026380388,0.0017961266,0.42725822,0.0027394071,0.00022315072,0.00001653197,0.03185216,0.0014649321,0.000009194646,0.0068410565,0.5002846,0.0011342323],"about_ca_topic_score_codex":0.00011907914,"about_ca_topic_score_gemma":0.00010027325,"teacher_disagreement_score":0.47198224,"about_ca_system_score_codex":0.00037592443,"about_ca_system_score_gemma":0.0024730226,"threshold_uncertainty_score":0.9998642},"labels":[],"label_agreement":null},{"id":"W1839599605","doi":"10.2196/mhealth.4263","title":"Basal Temperature Measurement Using a Multi-Sensor Armband in Australian Young Women: A Comparative Observational Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ovarian function and disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Basal body temperature; Ovulation; Thermometer; Limits of agreement; Medicine; Observational study; Concordance; Menstrual cycle; Nuclear medicine; Endocrinology; Internal medicine; Physics","score_opus":0.4779834308297463,"score_gpt":0.45974847727658613,"score_spread":0.018234953553160183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1839599605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946406,0.00022111718,0.000024742933,0.0031091694,0.0002704738,0.0015324876,0.000010699358,0.000037293725,0.00015339906],"genre_scores_gemma":[0.9956307,0.000011582762,0.0010982302,0.0026332438,0.00013657587,0.00009576368,0.000018014254,0.000014481842,0.00036143875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979491,0.00020692594,0.0004578414,0.00036103308,0.000543179,0.00048188673],"domain_scores_gemma":[0.9986097,0.000017565324,0.0001062734,0.00016532108,0.0002596562,0.000841478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010860304,0.00019564475,0.00044146625,0.00019153324,0.00014253076,0.000030813902,0.000037810376,0.00009874165,0.000035136298],"category_scores_gemma":[0.00007571802,0.000167855,0.00002503044,0.0003799615,0.00004745081,0.00010476771,0.000015638772,0.0003766103,0.000008287465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002817558,0.0030294433,0.9496843,0.00050857937,0.000052770454,0.000039074734,0.039403956,0.000083242456,0.00020533128,0.00006870079,0.0039064316,0.00020056649],"study_design_scores_gemma":[0.012335058,0.0012679587,0.94104224,0.000071980045,0.00003128554,0.00002565696,0.04290231,0.001189503,0.0000040187383,0.00002220241,0.00095451827,0.000153248],"about_ca_topic_score_codex":0.0008060617,"about_ca_topic_score_gemma":0.0010409867,"teacher_disagreement_score":0.0095175,"about_ca_system_score_codex":0.0007104557,"about_ca_system_score_gemma":0.0015801645,"threshold_uncertainty_score":0.6844928},"labels":[],"label_agreement":null},{"id":"W1843387091","doi":"10.2196/mhealth.4613","title":"Electronic Dietary Intake Assessment (e-DIA): Comparison of a Mobile Phone Digital Entry App for Dietary Data Collection With 24-Hour Dietary Recalls","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Sydney","keywords":"Quartile; Medicine; Micronutrient; Food group; Calorie; Population; Wilcoxon signed-rank test; Nutrient; Limits of agreement; Animal science; Environmental health; Internal medicine; Confidence interval; Biology","score_opus":0.1198848533326205,"score_gpt":0.4180484262052236,"score_spread":0.2981635728726031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1843387091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966778,0.019978462,0.0004780378,0.005959029,0.00042789435,0.0039629033,0.0007773012,0.0001370559,0.0015013271],"genre_scores_gemma":[0.98861593,0.0042130155,0.0027476521,0.00079772563,0.00043370595,0.00040495186,0.0025206609,0.000040706345,0.00022563527],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973899,0.000060195885,0.00071485486,0.0005952792,0.0005014943,0.0007382675],"domain_scores_gemma":[0.9980967,0.00018784072,0.00034004275,0.00046759582,0.00022724085,0.0006805929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000507844,0.00028310125,0.0008980755,0.00011784849,0.00028022053,0.000024892917,0.00014302593,0.000121733916,0.000010680257],"category_scores_gemma":[0.00004020529,0.00022603854,0.00007073485,0.000352409,0.00013842489,0.00022905014,0.0001322418,0.00042140143,0.0000034386828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030662883,0.0104805315,0.24742578,0.011854501,0.000813663,0.000025312564,0.0021645767,0.000047292146,0.00015505454,0.00020469016,0.5766991,0.11946665],"study_design_scores_gemma":[0.042187683,0.092875205,0.5728427,0.0016545419,0.0016386864,0.00031416203,0.017306985,0.013637494,0.00013302627,0.0020669105,0.25382122,0.0015213612],"about_ca_topic_score_codex":0.00039899035,"about_ca_topic_score_gemma":0.00040225722,"teacher_disagreement_score":0.32541695,"about_ca_system_score_codex":0.00035623007,"about_ca_system_score_gemma":0.0013409834,"threshold_uncertainty_score":0.9217584},"labels":[],"label_agreement":null},{"id":"W1861527463","doi":"10.2196/mhealth.3986","title":"Popular Glucose Tracking Apps and Use of mHealth by Latinos With Diabetes: Review","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Diabetes mellitus; Medicine; Population; Gerontology; Disease; Environmental health; Psychological intervention; Internal medicine; Nursing; Endocrinology","score_opus":0.20372003518578405,"score_gpt":0.4989530231805519,"score_spread":0.2952329879947678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1861527463","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067764916,0.9713725,0.00003999419,0.0024576276,0.00024260531,0.023090778,0.0016987801,0.00023752064,0.00018257854],"genre_scores_gemma":[0.000039416027,0.96839356,0.001378408,0.015020949,0.00050223887,0.012597619,0.0015415187,0.00028769756,0.00023856047],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9857314,0.0029259648,0.005492992,0.0018633395,0.0009898228,0.00299647],"domain_scores_gemma":[0.9851275,0.0014543503,0.0056628413,0.0014603168,0.0007268406,0.005568139],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0040021674,0.0013605744,0.0068924148,0.00044158893,0.0015089341,0.000034141267,0.0004890463,0.0013722519,0.000079851154],"category_scores_gemma":[0.0004892184,0.0010446463,0.00023558756,0.0014600711,0.0003626518,0.00038406145,0.0002587063,0.00360822,0.000061882565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004415973,0.000101645644,0.00045718206,0.44758523,0.000028103148,0.0000014866134,0.0002533976,5.1651927e-8,5.7793265e-8,0.000371494,0.041482635,0.50967455],"study_design_scores_gemma":[0.0011735247,0.00067801436,0.0001646062,0.09129179,0.0011562402,0.000014291761,0.00014181015,0.000015492522,3.323352e-8,0.000027285301,0.9047198,0.00061708974],"about_ca_topic_score_codex":0.00054219423,"about_ca_topic_score_gemma":0.00016201835,"teacher_disagreement_score":0.8632372,"about_ca_system_score_codex":0.0006582592,"about_ca_system_score_gemma":0.010231711,"threshold_uncertainty_score":0.9999242},"labels":[],"label_agreement":null},{"id":"W1880423853","doi":"10.2196/mhealth.4114","title":"Efficacy of a Text Message-Delivered Extended Contact Intervention on Maintenance of Weight Loss, Physical Activity, and Dietary Behavior Change","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Medicine; Intervention (counseling); Physical therapy; Randomized controlled trial; Behavior change; Weight change; Body mass index; Text message; mHealth; Behaviour change; Psychological intervention; Obesity; Surgery; Nursing; Internal medicine","score_opus":0.0846604293928165,"score_gpt":0.39492747958030616,"score_spread":0.3102670501874897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1880423853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959351,0.0014065752,0.000009227813,0.0010408661,0.00018879127,0.0010733756,0.000072534014,0.000023975617,0.00024956802],"genre_scores_gemma":[0.9983946,0.00089303276,0.000016900738,0.00025752207,0.00018352286,0.00014025746,0.000026098805,0.000018800678,0.00006926515],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987285,0.0001161549,0.0002715327,0.00029781647,0.00029601043,0.00028999848],"domain_scores_gemma":[0.99883723,0.00007110457,0.00026915513,0.00023780948,0.00012428555,0.00046039003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002815438,0.00016711932,0.000565937,0.000102440004,0.000041769847,0.000004578868,0.000051403727,0.00008564777,0.000010540654],"category_scores_gemma":[0.000027560707,0.00013479203,0.00009298657,0.00014049208,0.00011342012,0.00008934079,0.000044107986,0.0002393761,0.000001621889],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019574637,0.006125001,0.059715517,0.008389858,0.00007862184,0.000063696694,0.012776082,1.1999138e-7,0.0008518664,0.0011983266,0.0011119056,0.89011437],"study_design_scores_gemma":[0.0060168183,0.0045311768,0.9868703,0.00072735356,0.0001679155,0.000025458288,0.00055021525,0.00008843541,0.00044510496,0.000058238642,0.0004034962,0.00011546936],"about_ca_topic_score_codex":0.0030599877,"about_ca_topic_score_gemma":0.00044406767,"teacher_disagreement_score":0.9271548,"about_ca_system_score_codex":0.00010596228,"about_ca_system_score_gemma":0.00015860063,"threshold_uncertainty_score":0.5496659},"labels":[],"label_agreement":null},{"id":"W1887131865","doi":"10.2196/mhealth.4405","title":"Cannabis Mobile Apps: A Content Analysis","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse; National Institutes of Health","keywords":"Cannabis; Android (operating system); Internet privacy; App store; Computer science; World Wide Web; Psychology; Psychiatry","score_opus":0.11811201073824107,"score_gpt":0.4217330409162346,"score_spread":0.3036210301779935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1887131865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9596718,0.0064096474,0.00007488736,0.029622126,0.00012814536,0.0012377189,0.000039951876,0.000088432804,0.0027272855],"genre_scores_gemma":[0.9729003,0.0006152016,0.00016567655,0.003914622,0.00029284155,0.00051046885,0.00007450329,0.000026893567,0.021499502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976487,0.00010249455,0.0004539246,0.00044746403,0.00059542304,0.00075199944],"domain_scores_gemma":[0.9966886,0.000007735351,0.00011734094,0.00041929618,0.00037131915,0.0023956844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009050301,0.00018705196,0.0006217268,0.00044448324,0.00015481307,0.000036355977,0.00008459097,0.00012274773,0.00010586035],"category_scores_gemma":[0.00007192292,0.00014640734,0.00014292978,0.0010358924,0.00013275423,0.00006417995,0.000057121324,0.0003628586,0.000032286178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019200351,0.00095581746,0.13313785,0.0023317398,0.00043350793,0.00012292295,0.004828604,0.000024332989,0.000085243315,0.00081924524,0.76741153,0.087929145],"study_design_scores_gemma":[0.0042273677,0.003100295,0.3579188,0.000051718875,0.0007647694,0.00012162376,0.003952713,0.0012288346,0.000045763965,0.00008241947,0.6282189,0.00028682183],"about_ca_topic_score_codex":0.0034099251,"about_ca_topic_score_gemma":0.000422756,"teacher_disagreement_score":0.22478095,"about_ca_system_score_codex":0.00033308976,"about_ca_system_score_gemma":0.0016756178,"threshold_uncertainty_score":0.59703183},"labels":[],"label_agreement":null},{"id":"W1898733374","doi":"10.2196/mhealth.4269","title":"A New App for At-Home Cognitive Training: Description and Pilot Testing on Patients with Multiple Sclerosis","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Usability; Psychological intervention; Cognitive training; Psychology; Working memory; Multimedia; Physical therapy; Medicine; Physical medicine and rehabilitation; Computer science; Psychiatry; Human–computer interaction","score_opus":0.3911166100130931,"score_gpt":0.396104709433484,"score_spread":0.004988099420390912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1898733374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948263,0.00036354864,0.00032444054,0.0010922455,0.00006866149,0.002878252,0.00009816052,0.000092888506,0.00025550506],"genre_scores_gemma":[0.9924345,0.0001767333,0.0057005635,0.00090032694,0.0002188983,0.00030740502,0.00008210317,0.000040691782,0.0001387866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979663,0.00007401075,0.0003160965,0.00048901537,0.00045926886,0.0006953365],"domain_scores_gemma":[0.9971988,0.00064063584,0.00016548626,0.00013487619,0.00041154126,0.0014486659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004865472,0.00023052098,0.00045706925,0.00016263952,0.0004118661,0.00003126027,0.00003843545,0.00006413636,0.0000029674698],"category_scores_gemma":[0.0012116453,0.00017317562,0.000021550579,0.00022543738,0.0001264851,0.00011062544,0.00005325214,0.00022708779,0.0000049119703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014255414,0.0005750437,0.74367136,0.0015561829,0.000052791827,0.0000016363763,0.005780972,0.0000012955128,0.00011868655,0.00002298697,0.004106748,0.2298569],"study_design_scores_gemma":[0.020402858,0.015134951,0.96146387,0.0006944136,0.000052523927,0.0000043487867,0.001079985,0.0005491951,0.000013882891,0.000030833653,0.00040955146,0.00016359013],"about_ca_topic_score_codex":0.00037276448,"about_ca_topic_score_gemma":0.0002960254,"teacher_disagreement_score":0.2296933,"about_ca_system_score_codex":0.0002653441,"about_ca_system_score_gemma":0.00049934257,"threshold_uncertainty_score":0.7061897},"labels":[],"label_agreement":null},{"id":"W1914116038","doi":"10.2196/mhealth.4666","title":"Home Telehealth Video Conferencing: Perceptions and Performance","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telehealth; Videoconferencing; Telerehabilitation; Telemedicine; Medicine; Nursing; Session (web analytics); Multimedia; Health care; Computer science","score_opus":0.10153196470616203,"score_gpt":0.4104021053741193,"score_spread":0.30887014066795726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1914116038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98161834,0.0013017828,0.00010025015,0.01449243,0.00021910763,0.0010154125,0.000017520742,0.00014291059,0.001092241],"genre_scores_gemma":[0.9845476,0.003783335,0.0013196574,0.009387558,0.0004896919,0.00008849763,0.000103672304,0.000030067802,0.0002498795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767935,0.00009686537,0.00065332145,0.00043012356,0.0003917172,0.00074859854],"domain_scores_gemma":[0.9971452,0.00006979317,0.00020709464,0.00026363242,0.00019365823,0.0021206667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088100345,0.00023116762,0.0005056742,0.0002716042,0.0003507986,0.000023720395,0.000050821825,0.00012272685,0.00006264103],"category_scores_gemma":[0.00006134864,0.00019660986,0.000024784438,0.00027906825,0.00013644023,0.00018768111,0.000040524672,0.00042716568,0.00002968092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058465474,0.00014367368,0.82035923,0.0035124987,0.000013129748,0.000009412152,0.0054844804,2.3448499e-7,0.000020892665,0.00096337014,0.01474146,0.15416695],"study_design_scores_gemma":[0.00453887,0.0037301013,0.96963495,0.00012099426,0.00008034467,0.00041288065,0.0033481072,0.00045059176,0.0000064474107,0.00018983037,0.017314315,0.00017258257],"about_ca_topic_score_codex":0.00057015853,"about_ca_topic_score_gemma":0.00011517809,"teacher_disagreement_score":0.15399437,"about_ca_system_score_codex":0.0002185406,"about_ca_system_score_gemma":0.0015246231,"threshold_uncertainty_score":0.80175173},"labels":[],"label_agreement":null},{"id":"W1919860429","doi":"10.2196/mhealth.4208","title":"Potential Roles of Mhealth for Community Health Workers: Formative Research With End Users in Uganda and Mozambique","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"London School of Hygiene and Tropical Medicine; Medical Research Council; Bill and Melinda Gates Foundation","keywords":"mHealth; Psychological intervention; Thematic analysis; Focus group; Formative assessment; Community health; Short Message Service; Phone; Medical education; Qualitative research; Psychology; Applied psychology; Nursing; Medicine; Business; Public health; Computer science; Marketing; Sociology","score_opus":0.20288772585267184,"score_gpt":0.5249193950346582,"score_spread":0.3220316691819864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919860429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628549,0.004269334,0.001203274,0.01765401,0.0002653449,0.012411816,0.00036552484,0.00011695285,0.0008588222],"genre_scores_gemma":[0.97924584,0.004695509,0.0034350092,0.0043787463,0.00024568458,0.007598129,0.00020008288,0.00008294859,0.00011807696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9887249,0.00468716,0.0023042946,0.00072765956,0.00078740274,0.0027685838],"domain_scores_gemma":[0.99139726,0.0022365665,0.001244304,0.0008367298,0.0009543768,0.003330747],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017226128,0.0004344518,0.0013126038,0.0008776148,0.0031262047,0.00002397337,0.0003648932,0.00048038477,0.0000138734495],"category_scores_gemma":[0.0003698977,0.0003751535,0.000051383005,0.0011727907,0.0006308456,0.00035635757,0.00022135137,0.0033170395,0.000008724009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015467927,0.002566145,0.46463796,0.07802954,0.000072309056,0.000007204126,0.17413403,0.00010485379,0.000014567472,0.03575238,0.04478991,0.18442318],"study_design_scores_gemma":[0.028445795,0.013882728,0.6415758,0.0041228975,0.0000740971,0.000058583657,0.23194316,0.0020466777,0.0000127909525,0.015214809,0.061688848,0.0009338127],"about_ca_topic_score_codex":0.026037535,"about_ca_topic_score_gemma":0.04689745,"teacher_disagreement_score":0.18348937,"about_ca_system_score_codex":0.0011572875,"about_ca_system_score_gemma":0.012963259,"threshold_uncertainty_score":0.99987006},"labels":[],"label_agreement":null},{"id":"W1926862542","doi":"10.2196/mhealth.3895","title":"Identification of Behavior Change Techniques and Engagement Strategies to Design a Smartphone App to Reduce Alcohol Consumption Using a Formal Consensus Method","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"School for Public Health Research; Medical Research Council; National Institute for Health and Care Research; Cancer Research UK","keywords":"Alcohol consumption; Identification (biology); Behavior change; Computer science; mHealth; Smartphone app; Smartphone application; Consumption (sociology); Psychology; Human–computer interaction; Alcohol; Multimedia; Social psychology; Psychological intervention; Sociology","score_opus":0.5264588990347959,"score_gpt":0.5669272182184779,"score_spread":0.04046831918368199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1926862542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767249,0.0009967224,0.01621949,0.00083989213,0.00038672885,0.0045766206,0.00009227713,0.00010106943,0.0000622525],"genre_scores_gemma":[0.96022767,0.000086240805,0.03635873,0.00051646976,0.00012158816,0.0025660302,0.00001620116,0.000024738198,0.00008230854],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997322,0.0006417998,0.00083624705,0.00042487957,0.0001988049,0.0005762419],"domain_scores_gemma":[0.99821126,0.00007002393,0.00034741542,0.0002894974,0.00019434589,0.00088746264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027959426,0.00018837232,0.0003445067,0.00037471656,0.00024073923,0.000039186976,0.00009132321,0.000150585,0.000028629183],"category_scores_gemma":[0.000023936705,0.00019086183,0.00003506061,0.000265751,0.00007169424,0.00017030239,0.00006141072,0.0002269479,0.000017141596],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030140546,0.0013226061,0.008199498,0.0016381991,0.0000293646,0.000025084553,0.032878675,0.0000045579172,0.007329263,0.0059059127,0.006085078,0.9335677],"study_design_scores_gemma":[0.007697034,0.015144787,0.9233047,0.00102171,0.00076124805,0.00082840037,0.03001434,0.00068710407,0.008315397,0.0007435899,0.010048644,0.0014330763],"about_ca_topic_score_codex":0.0022026764,"about_ca_topic_score_gemma":0.00010836207,"teacher_disagreement_score":0.9321346,"about_ca_system_score_codex":0.00015018308,"about_ca_system_score_gemma":0.0002753999,"threshold_uncertainty_score":0.77831197},"labels":[],"label_agreement":null},{"id":"W1946996879","doi":"10.2196/mhealth.4183","title":"Effectiveness of Using Mobile Phone Image Capture for Collecting Secondary Data: A Case Study on Immunization History Data Among Children in Remote Areas of Thailand","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Faculty of Tropical Medicine, Mahidol University; Mahidol University; Bill and Melinda Gates Foundation","keywords":"Logbook; Data quality; Data collection; Computer science; Mobile phone; Medicine; Multimedia; Engineering; Telecommunications; Operations management; Statistics","score_opus":0.3159661544709465,"score_gpt":0.48658033966033715,"score_spread":0.17061418518939064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946996879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923277,0.0007833842,0.002722622,0.000029404731,0.0002211816,0.002783928,0.0010206182,0.0000110267865,0.00010016228],"genre_scores_gemma":[0.9983076,0.000029778352,0.0009539436,0.000065033724,0.00003201768,0.000017821558,0.0005496672,0.000013452545,0.000030722476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963991,0.0012421083,0.00087126205,0.00069579674,0.0005338815,0.0002578726],"domain_scores_gemma":[0.9960959,0.0010839704,0.0007435163,0.0016941018,0.00019882759,0.00018368926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016334815,0.00014423401,0.0005500683,0.00037240845,0.00014050795,0.000034968758,0.00071216066,0.00006572371,0.000005677003],"category_scores_gemma":[0.0011980294,0.00012107616,0.000018132514,0.0005416462,0.000108672844,0.0007055125,0.00064308586,0.00019675719,5.965779e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009741428,0.0075858333,0.6984574,0.011912355,0.00027391032,0.00037636107,0.09156361,0.0013749526,0.00015176125,0.00022650223,0.0525442,0.12579165],"study_design_scores_gemma":[0.015652057,0.0024588082,0.83928674,0.00074936746,0.00022075372,0.0001936892,0.093495,0.04476364,0.000036768346,0.0008746,0.0016820341,0.00058653584],"about_ca_topic_score_codex":0.023361918,"about_ca_topic_score_gemma":0.004155902,"teacher_disagreement_score":0.14082932,"about_ca_system_score_codex":0.00022424871,"about_ca_system_score_gemma":0.00082376896,"threshold_uncertainty_score":0.9831416},"labels":[],"label_agreement":null},{"id":"W1957925219","doi":"10.2196/mhealth.4669","title":"Low Quality of Free Coaching Apps With Respect to the American College of Sports Medicine Guidelines: A Review of Current Mobile Apps","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coaching; Mobile apps; Quality (philosophy); Internet privacy; App store; Medical education; mHealth; Psychology; Medicine; Multimedia; Applied psychology; Advertising; Computer science; Psychological intervention; World Wide Web; Nursing; Business; Psychotherapist","score_opus":0.26434193495316427,"score_gpt":0.5804023350711881,"score_spread":0.31606040011802383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1957925219","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020017652,0.96126807,0.0002401234,0.0045459745,0.00046645792,0.02907012,0.003600544,0.000066544766,0.0005419985],"genre_scores_gemma":[0.000112732036,0.9777014,0.0009843125,0.004357864,0.0007918607,0.015477448,0.00036713298,0.00011947376,0.00008774654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9816713,0.0041052327,0.009770978,0.0011318671,0.0018170426,0.00150361],"domain_scores_gemma":[0.9763174,0.0025875105,0.013425236,0.0030305516,0.0023619125,0.002277386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.019136453,0.0008746398,0.008402243,0.00064139324,0.0006714241,0.0000019177041,0.0011411682,0.00033627774,0.00007905892],"category_scores_gemma":[0.0018586705,0.0005125271,0.00031199027,0.0030878405,0.0006665422,0.000052744363,0.0003681203,0.0021319354,0.000012720571],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018169128,0.00012681258,0.000102522936,0.44092694,0.000019006322,6.5319824e-7,0.00030118832,4.1887154e-7,2.5979615e-8,0.001860547,0.08370541,0.4727748],"study_design_scores_gemma":[0.0008017035,0.0008896517,0.00028342754,0.25086156,0.00042335733,0.000009988158,0.0008185793,0.000002409694,4.449091e-8,0.0001405771,0.7455182,0.00025049478],"about_ca_topic_score_codex":0.0021006537,"about_ca_topic_score_gemma":0.0006183833,"teacher_disagreement_score":0.6618128,"about_ca_system_score_codex":0.00058591366,"about_ca_system_score_gemma":0.018326322,"threshold_uncertainty_score":0.9997326},"labels":[],"label_agreement":null},{"id":"W1966844319","doi":"10.2196/mhealth.3165","title":"Integrating Mobile Phones into Medical Abortion Provision: Intervention Development, Use, and Lessons Learned From a Randomized Controlled Trial","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Cape Town; World Health Organization","keywords":"Randomized controlled trial; Intervention (counseling); Abortion; Protocol (science); Medical abortion; mHealth; Medicine; Mobile phone; Family medicine; Medical emergency; Psychological intervention; Medical education; Internet privacy; Alternative medicine; Nursing; Computer science; Pregnancy","score_opus":0.059005767608330525,"score_gpt":0.41344902861682753,"score_spread":0.354443261008497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966844319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746313,0.002174342,0.0051884893,0.0102083525,0.00053463376,0.0070700794,0.0000023207888,0.0001070857,0.00008336904],"genre_scores_gemma":[0.99021834,0.0027669165,0.0020208876,0.0012893425,0.0010414809,0.0023359847,0.00011823607,0.000025852245,0.00018297556],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99566716,0.0011739526,0.001478236,0.0007027317,0.0005339871,0.00044391147],"domain_scores_gemma":[0.99706006,0.0009358255,0.0006793466,0.000255749,0.00023286414,0.00083615235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005284819,0.00026868278,0.0016923961,0.00019635218,0.00040940265,0.00006990117,0.000054744633,0.00026998008,0.000081346654],"category_scores_gemma":[0.0035414987,0.00018611002,0.00014562528,0.00015496367,0.00017317991,0.00022880721,0.000039984232,0.000549302,0.000009027404],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5779915,0.00029998203,0.0009787078,0.00067799113,0.000046681278,0.0000017814087,0.0022986494,1.5147766e-7,0.000056618126,0.00041636988,0.00009821436,0.4171334],"study_design_scores_gemma":[0.9717077,0.0015017617,0.016115084,0.00068926875,0.0001989189,0.000018220033,0.0007113271,0.003595933,0.00003218161,0.0011931703,0.0040425127,0.00019389926],"about_ca_topic_score_codex":0.0013565782,"about_ca_topic_score_gemma":0.000472951,"teacher_disagreement_score":0.4169395,"about_ca_system_score_codex":0.00013551186,"about_ca_system_score_gemma":0.00081789255,"threshold_uncertainty_score":0.7589346},"labels":[],"label_agreement":null},{"id":"W1968367171","doi":"10.2196/mhealth.2344","title":"Challenges in the Implementation of a Mobile Application in Clinical Practice: Case Study in the Context of an Application that Manages the Daily Interventions of Nurses","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Software portability; Mobile device; Computer science; Mobile technology; Context (archaeology); Confidentiality; Mobile computing; Software deployment; Internet privacy; Computer security; World Wide Web; Telecommunications; Software engineering","score_opus":0.2339520256736373,"score_gpt":0.6009511104738965,"score_spread":0.3669990848002592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968367171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9584752,0.0027574871,0.00006370339,0.011785882,0.0001076982,0.026464319,0.000039014973,0.0000136934395,0.00029301192],"genre_scores_gemma":[0.9438913,0.006054714,0.00011595185,0.0015860439,0.000074841904,0.048211664,0.00004400265,0.00001642958,0.0000050920175],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99061143,0.0049017877,0.003047836,0.00047564573,0.0004115857,0.00055170705],"domain_scores_gemma":[0.99285966,0.0034906152,0.0021814303,0.001051916,0.00024979902,0.00016658174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011966704,0.00018846897,0.0005752423,0.00029091883,0.00039259595,0.0000085435695,0.00047693358,0.00017761403,0.000015025154],"category_scores_gemma":[0.00014899515,0.00011439019,0.00007070294,0.00075155735,0.00018884275,0.0002849977,0.00006248557,0.0009206734,0.0000057555817],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016363256,0.0035881281,0.2581797,0.004428002,0.00001010679,0.0000035096245,0.10029349,0.0000043638574,0.0000027201777,0.010986231,0.00044635963,0.62189376],"study_design_scores_gemma":[0.0013587842,0.000697667,0.532265,0.00008900053,0.000029341554,0.000016309294,0.4629099,0.00013568085,5.5842884e-7,0.00038692102,0.002062359,0.00004844405],"about_ca_topic_score_codex":0.05341312,"about_ca_topic_score_gemma":0.1326905,"teacher_disagreement_score":0.6218453,"about_ca_system_score_codex":0.00010805845,"about_ca_system_score_gemma":0.0006255436,"threshold_uncertainty_score":0.9528903},"labels":[],"label_agreement":null},{"id":"W1969431122","doi":"10.2196/mhealth.4026","title":"mHealthApps: A Repository and Database of Mobile Health Apps","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institutes of Health; University of Texas Health Science Center at Houston","keywords":"mHealth; App store; World Wide Web; Computer science; JavaScript; Android (operating system); Mobile apps; Internet privacy; Multimedia; Database; Health care","score_opus":0.113234089533439,"score_gpt":0.4783022808840424,"score_spread":0.3650681913506034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969431122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8639708,0.0835771,0.0009897525,0.0122658005,0.0020572098,0.02524594,0.00069842325,0.0007056071,0.010489355],"genre_scores_gemma":[0.93084157,0.029242024,0.00477614,0.01388968,0.0009527613,0.018923685,0.00025936117,0.000121975056,0.0009927804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99161,0.0015720446,0.002947096,0.0010868878,0.00067873456,0.002105252],"domain_scores_gemma":[0.99020857,0.0007586434,0.001898152,0.001102113,0.00048110454,0.005551392],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052161696,0.00047820847,0.00135716,0.00044218602,0.0019078306,0.000015023621,0.00029539017,0.00041570328,0.000039366725],"category_scores_gemma":[0.00018356097,0.00044749345,0.0000649379,0.0007142517,0.0003943892,0.00027399213,0.00027528298,0.0014415437,0.000055812445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025375085,0.0018513768,0.1947329,0.09542341,0.000069951246,0.000021928796,0.03366965,0.000013895581,0.00010423675,0.08577621,0.2271737,0.35862523],"study_design_scores_gemma":[0.012396019,0.006821233,0.077466585,0.0026331153,0.00013672975,0.0002025756,0.02767662,0.0010794165,0.000022414242,0.0034707254,0.8669738,0.0011207461],"about_ca_topic_score_codex":0.0057357834,"about_ca_topic_score_gemma":0.00045615577,"teacher_disagreement_score":0.63980013,"about_ca_system_score_codex":0.000569331,"about_ca_system_score_gemma":0.009731769,"threshold_uncertainty_score":0.9997977},"labels":[],"label_agreement":null},{"id":"W1970709131","doi":"10.2196/mhealth.3209","title":"A Mobile App Offering Distractions and Tips to Cope With Cigarette Craving: A Qualitative Study","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council Victoria; Australian Research Council","keywords":"Coping (psychology); Craving; Psychology; Psychological intervention; Qualitative research; Phone; Mobile phone; Smoking cessation; mHealth; Focus group; Applied psychology; Addiction; Clinical psychology; Medicine; Computer science; Psychiatry","score_opus":0.06515722761415042,"score_gpt":0.434905147009986,"score_spread":0.36974791939583557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970709131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99660516,0.00005287009,0.00058920647,0.000875473,0.00006263852,0.0013361188,0.0000097489765,0.00007765727,0.00039111555],"genre_scores_gemma":[0.99841934,0.000028165885,0.00014144118,0.0007467943,0.00009899397,0.00033638196,0.000018126299,0.000020439711,0.00019030139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875677,0.00013048986,0.00024499418,0.00032836926,0.0002521373,0.000287255],"domain_scores_gemma":[0.9990286,0.00009212029,0.00009694717,0.00019672012,0.00007122649,0.0005143418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006113985,0.00013953514,0.00028945232,0.000107873595,0.00027747065,0.000030738585,0.000029333685,0.00005319047,0.000012934836],"category_scores_gemma":[0.000031395637,0.00010977123,0.000013682186,0.0001896808,0.000046777095,0.00006926692,0.000019089523,0.00025328694,0.0000016499342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017256275,0.0016892952,0.6326584,0.0019638517,0.00006590936,0.0000213247,0.2738844,0.000004647062,0.00012447742,0.0006495515,0.0017831938,0.08542932],"study_design_scores_gemma":[0.0018746442,0.0056210104,0.9527636,0.00013489006,0.00014647364,0.000060326667,0.036684833,0.00003314697,0.000012423309,0.00002590702,0.00250404,0.00013868297],"about_ca_topic_score_codex":0.00039727485,"about_ca_topic_score_gemma":0.00011601744,"teacher_disagreement_score":0.3201052,"about_ca_system_score_codex":0.00008315193,"about_ca_system_score_gemma":0.00015463981,"threshold_uncertainty_score":0.4476341},"labels":[],"label_agreement":null},{"id":"W1971279952","doi":"10.2196/mhealth.3118","title":"The Development of an Automated Device for Asthma Monitoring for Adolescents: Methodologic Approach and User Acceptability","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Usability; Asthma; Medicine; mHealth; Computer science; Applied psychology; Medical emergency; Human–computer interaction; Psychology; Psychological intervention; Psychiatry","score_opus":0.11092681729957231,"score_gpt":0.44434097769312403,"score_spread":0.3334141603935517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971279952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99033433,0.0008578844,0.0065389057,0.00020753837,0.000104868894,0.001825134,0.000012489769,0.00009464683,0.000024206276],"genre_scores_gemma":[0.9214307,0.0000438687,0.07768733,0.00028592267,0.00018513808,0.0003194219,0.000016671009,0.000017529625,0.000013426647],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99844486,0.00022827846,0.0004719337,0.00032232708,0.0001408525,0.00039176486],"domain_scores_gemma":[0.9986445,0.00032798917,0.0002029147,0.00021867828,0.00014594832,0.00045999512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019436853,0.00014836721,0.0003649611,0.000046835972,0.0005266962,0.000016532049,0.00007392121,0.00009968738,8.401259e-7],"category_scores_gemma":[0.0002637558,0.0000917763,0.000042137293,0.0000831641,0.00009907639,0.00006126146,0.000029522747,0.00009960512,1.8835719e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023136244,0.0006138287,0.19489326,0.01817335,0.000025834794,1.757468e-7,0.0015506586,0.000004729861,0.00019880025,0.00019151396,0.00015485204,0.78187937],"study_design_scores_gemma":[0.0018942395,0.0007970473,0.9802914,0.000094259,0.000043577988,0.0000030844085,0.0012690262,0.0034997347,0.0002710573,0.000053209616,0.011680892,0.00010245498],"about_ca_topic_score_codex":0.000008102048,"about_ca_topic_score_gemma":0.000010505268,"teacher_disagreement_score":0.7853982,"about_ca_system_score_codex":0.0000508465,"about_ca_system_score_gemma":0.00039732122,"threshold_uncertainty_score":0.40509748},"labels":[],"label_agreement":null},{"id":"W1972389364","doi":"10.2196/mhealth.2268","title":"Usage of Multilingual Mobile Translation Applications in Clinical Settings","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft","keywords":"Usability; Medical education; Likert scale; Descriptive statistics; Psychology; Process (computing); Health care; mHealth; Nursing; Medicine; Computer science; Psychological intervention","score_opus":0.10206980279410886,"score_gpt":0.5162246752330498,"score_spread":0.41415487243894095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972389364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749709,0.00215877,0.0005036589,0.0021515002,0.00025898096,0.016429001,0.00008309509,0.00014610024,0.003298009],"genre_scores_gemma":[0.9580019,0.0040100194,0.0033603518,0.0034326587,0.00037431798,0.030348113,0.00013887296,0.000047173027,0.00028657418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99380326,0.00087891944,0.00311661,0.00068683457,0.0002976664,0.0012166885],"domain_scores_gemma":[0.99497604,0.0019248241,0.0010375149,0.00059115596,0.0002715201,0.0011989706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028155018,0.00026938968,0.00078649574,0.00033128093,0.00076283416,0.000007595734,0.00022298234,0.000502745,0.00036850298],"category_scores_gemma":[0.00012306886,0.00024862177,0.000087704175,0.00069153594,0.0001993757,0.00019570386,0.00005684151,0.0013361387,0.00022254937],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015377824,0.0008334284,0.35383213,0.010165738,0.00000898946,6.198066e-7,0.0052010384,0.000007057269,0.000053230742,0.0035592846,0.005582007,0.6206027],"study_design_scores_gemma":[0.0042943987,0.00045794202,0.79537225,0.00029952236,0.0000347402,0.000002559637,0.004335249,0.0012913769,0.000008159214,0.0019641796,0.19162811,0.00031150598],"about_ca_topic_score_codex":0.0023524081,"about_ca_topic_score_gemma":0.0005978768,"teacher_disagreement_score":0.62029123,"about_ca_system_score_codex":0.00020582786,"about_ca_system_score_gemma":0.0019960916,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W1972437037","doi":"10.2196/mhealth.3008","title":"Accuracy, Consistency, and Reproducibility of the Triaxial Accelerometer in the iPod Touch: A Pilot Study","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accelerometer; Reproducibility; Consistency (knowledge bases); Sensitivity (control systems); Acceleration; Computer science; Gait; Mobile device; Simulation; Physical medicine and rehabilitation; Engineering; Mathematics; Artificial intelligence; Medicine; Physics; Electronic engineering; Statistics","score_opus":0.14368637473226298,"score_gpt":0.4421090662709363,"score_spread":0.29842269153867335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972437037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98865604,0.0004233167,0.0000071844806,0.0048745167,0.0006563155,0.0042227455,0.000020121957,0.000027029402,0.0011127451],"genre_scores_gemma":[0.99597377,0.00039423807,0.000042388434,0.0028154685,0.00029739886,0.00032068058,0.0000056462864,0.000014135542,0.0001362544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930221,0.0041253874,0.0011297623,0.00081852754,0.00032386786,0.000580386],"domain_scores_gemma":[0.99585235,0.0016542774,0.0006701516,0.0015613186,0.000091934635,0.00016995675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009605956,0.00018723405,0.0005214905,0.000086186024,0.00084232393,0.000014018474,0.00030166612,0.00010793311,0.000009352177],"category_scores_gemma":[0.0014807897,0.00010514737,0.000045192555,0.00037626433,0.00017781169,0.00011323036,0.00017416818,0.00084648776,0.0000051233937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013183444,0.004064374,0.9342168,0.0037479661,0.000021113347,9.552153e-7,0.022252211,6.206298e-8,0.00019430509,0.0038350685,0.003325695,0.02702308],"study_design_scores_gemma":[0.0033440583,0.0016499149,0.9863326,0.0001281283,0.000038398022,0.0000031455465,0.004214026,0.000021098906,6.01168e-7,0.0028328681,0.0013427387,0.00009245354],"about_ca_topic_score_codex":0.0023084455,"about_ca_topic_score_gemma":0.0048617227,"teacher_disagreement_score":0.052115746,"about_ca_system_score_codex":0.000064427346,"about_ca_system_score_gemma":0.0005590241,"threshold_uncertainty_score":0.647856},"labels":[],"label_agreement":null},{"id":"W1973546009","doi":"10.2196/mhealth.3713","title":"Finding a Depression App: A Review and Content Analysis of the Depression App Marketplace","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":305,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Centre for Addiction and Mental Health; University of Toronto","funders":"University of Toronto; University Health Network","keywords":"Depression (economics); App store; mHealth; Mobile phone; Mobile apps; Internet privacy; Psychoeducation; Android (operating system); Medicine; Phone; World Wide Web; Psychology; Psychiatry; Psychological intervention; Computer science","score_opus":0.2466594770139637,"score_gpt":0.5193480471714915,"score_spread":0.2726885701575278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973546009","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003607991,0.99134505,0.000013973783,0.00042970854,0.00065552647,0.00392239,0.00054455746,0.00005781615,0.002670167],"genre_scores_gemma":[0.0014648909,0.9939252,0.000052046344,0.00090879796,0.000063781474,0.0009055471,0.0001767852,0.0000587149,0.0024442275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99441314,0.0014098801,0.0020893204,0.0009051229,0.0004388059,0.00074371975],"domain_scores_gemma":[0.9954239,0.00040146767,0.0022194053,0.0009988168,0.000116633295,0.0008397478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022793154,0.00053133396,0.0032020262,0.0005123521,0.00029262927,0.000032688724,0.00042078615,0.0004135358,0.0001223937],"category_scores_gemma":[0.00012356813,0.00033511638,0.000605926,0.0014330327,0.00016263027,0.000103511724,0.000367208,0.0007779567,0.000023849128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005263566,0.00021859733,0.0006910501,0.16445935,0.00032442788,0.0000034083494,0.00013487258,2.854315e-8,6.7349606e-9,0.00016457037,0.010327151,0.8236239],"study_design_scores_gemma":[0.00068212545,0.00028386503,0.007502467,0.08733585,0.012213563,0.00017306724,0.00012857752,0.0000083324,4.7427257e-8,0.00004858311,0.8912434,0.0003801323],"about_ca_topic_score_codex":0.00035488725,"about_ca_topic_score_gemma":0.00010315661,"teacher_disagreement_score":0.88091624,"about_ca_system_score_codex":0.00030765514,"about_ca_system_score_gemma":0.00047671725,"threshold_uncertainty_score":0.9999101},"labels":[],"label_agreement":null},{"id":"W1975112860","doi":"10.2196/mhealth.3928","title":"Identifying Factors Associated With Dropout During Prerandomization Run-in Period From an mHealth Physical Activity Education Study: The mPED Trial","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; American Heart Association","keywords":"mHealth; Dropout (neural networks); Psychology; Gerontology; Medicine; Computer science; Psychological intervention; Psychiatry","score_opus":0.14960688877708206,"score_gpt":0.44629815298171666,"score_spread":0.2966912642046346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975112860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926213,0.000072953895,0.00003175719,0.0026851918,0.0002803768,0.0041130334,0.000021535456,0.0001086672,0.00006520478],"genre_scores_gemma":[0.99836177,0.00004057267,0.000016160673,0.00029656262,0.000826229,0.0002490624,0.000120125595,0.00004111373,0.000048408758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965579,0.0010369613,0.00043576653,0.00063605356,0.00067394803,0.00065940537],"domain_scores_gemma":[0.99768853,0.0002815445,0.00045893792,0.00040936438,0.00014163101,0.0010199924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009211624,0.000307417,0.00093965826,0.00015935228,0.00057884835,0.00008121852,0.00011619568,0.00013346506,0.000005536465],"category_scores_gemma":[0.00023171178,0.00020599112,0.000059603644,0.0005044634,0.000097521675,0.0005298628,0.00003953839,0.0008641022,0.0000029667285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24004093,0.07204512,0.4827702,0.0017217684,0.00024115326,0.000021618418,0.17843844,0.000036671834,0.0003547953,0.00026685518,0.00017243662,0.023890018],"study_design_scores_gemma":[0.069284625,0.0038666127,0.9171627,0.00016455444,0.00018507394,0.0000025252775,0.007405738,0.0013632079,0.00003894279,0.00031192857,0.000014038478,0.0002000545],"about_ca_topic_score_codex":0.004620414,"about_ca_topic_score_gemma":0.003761267,"teacher_disagreement_score":0.43439248,"about_ca_system_score_codex":0.00082969625,"about_ca_system_score_gemma":0.0032041995,"threshold_uncertainty_score":0.8400074},"labels":[],"label_agreement":null},{"id":"W1975592151","doi":"10.2196/mhealth.3481","title":"A Mobile App for Securely Capturing and Transferring Clinical Images to the Electronic Health Record: Description and Preliminary Usability Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Brigham and Women's Hospital","keywords":"Computer science; Usability; Mobile device; Authentication (law); World Wide Web; Multimedia; Computer security; Human–computer interaction","score_opus":0.102774341840801,"score_gpt":0.4374919455847982,"score_spread":0.33471760374399717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975592151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97346175,0.006499002,0.0013291818,0.0121342875,0.00023227853,0.0061465953,0.000016746497,0.00009670035,0.00008343652],"genre_scores_gemma":[0.9926637,0.0012055878,0.0009413946,0.0041042157,0.0003581787,0.00054507307,0.00001306017,0.00003473524,0.00013405576],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973074,0.0002520979,0.0007790476,0.00063885463,0.00027696896,0.0007456016],"domain_scores_gemma":[0.9978891,0.00023629602,0.00013401808,0.0003336981,0.00011386476,0.0012930185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004273339,0.00022735521,0.0006468755,0.00010421774,0.0002553464,0.000051908377,0.0000779939,0.00007138393,0.0000010617221],"category_scores_gemma":[0.00030557057,0.00016100792,0.000039482882,0.00016445782,0.00016556645,0.00016699445,0.00005818007,0.0005242986,0.000001397604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007034884,0.0021362063,0.35584766,0.0060400954,0.00007522791,0.000011511192,0.036148354,0.0000065239215,0.000012435998,0.00015087095,0.01270155,0.5798347],"study_design_scores_gemma":[0.011950855,0.08258076,0.85695475,0.0005427922,0.0002906299,0.00033098465,0.019389927,0.0015460291,0.0000057599377,0.00088252523,0.025148459,0.0003765336],"about_ca_topic_score_codex":0.000586962,"about_ca_topic_score_gemma":0.00031785993,"teacher_disagreement_score":0.5794581,"about_ca_system_score_codex":0.00023143119,"about_ca_system_score_gemma":0.0007826225,"threshold_uncertainty_score":0.65657127},"labels":[],"label_agreement":null},{"id":"W1976584601","doi":"10.2196/mhealth.3779","title":"Translating Behavioral Interventions Onto mHealth Platforms: Developing Text Message Interventions for Smoking and Alcohol","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"mHealth; Psychological intervention; Text message; Text messaging; Psychology; Medicine; Computer science; Clinical psychology; Applied psychology; Internet privacy; Psychiatry","score_opus":0.37997208007182814,"score_gpt":0.5569258031910803,"score_spread":0.17695372311925217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976584601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87606734,0.024529925,0.040276572,0.027432738,0.0026040352,0.024365459,0.00087287516,0.0009906655,0.002860411],"genre_scores_gemma":[0.9577836,0.0031739254,0.014265281,0.0049753883,0.000726008,0.017680595,0.00046133331,0.00014469335,0.000789205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99246246,0.0004662702,0.003112945,0.0010853084,0.00047978104,0.0023932455],"domain_scores_gemma":[0.9938102,0.0007258042,0.0013282574,0.00059848506,0.00048920594,0.0030480498],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0051736473,0.0005525059,0.0011294892,0.0005871499,0.003907972,0.00005815937,0.00031330678,0.0005854012,0.00006855731],"category_scores_gemma":[0.0002930766,0.0005367683,0.00028719785,0.0006048561,0.00019853732,0.00051856384,0.0001837784,0.0014994736,0.000031923533],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001043437,0.0011210084,0.15776414,0.09532542,0.0001070312,0.0000066105054,0.027451409,0.000008473467,0.00001280059,0.16015358,0.024481168,0.53252494],"study_design_scores_gemma":[0.046284135,0.0075254138,0.3199271,0.031487387,0.001951697,0.00020546622,0.07776777,0.0034849127,0.000013590886,0.045830134,0.46168184,0.0038405631],"about_ca_topic_score_codex":0.0018080609,"about_ca_topic_score_gemma":0.0066674883,"teacher_disagreement_score":0.5286844,"about_ca_system_score_codex":0.0010868739,"about_ca_system_score_gemma":0.004006849,"threshold_uncertainty_score":0.9997084},"labels":[],"label_agreement":null},{"id":"W1982086417","doi":"10.2196/mhealth.4250","title":"Correction: Texting Teens in Transition: The Use of Text Messages in Clinical Intervention Research","year":2015,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta; Athabasca University","funders":"","keywords":"Text messaging; Intervention (counseling); mHealth; Text message; Transition (genetics); Psychology; Computer science; Psychological intervention; Internet privacy; Applied psychology; Medical education; Medicine; Psychiatry","score_opus":0.41942444922124816,"score_gpt":0.5778265294355734,"score_spread":0.15840208021432528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982086417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.597321,0.042916898,0.00010415622,0.14754769,0.14540516,0.028219918,0.0008009381,0.00043982084,0.037244417],"genre_scores_gemma":[0.7098512,0.08514672,0.00021721292,0.013958555,0.020075072,0.0005187878,0.001502126,0.00037086857,0.16835944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9816078,0.0108138295,0.003980814,0.0009340548,0.0009857203,0.0016778158],"domain_scores_gemma":[0.99366885,0.0029269806,0.0013577406,0.00075354485,0.00057963695,0.0007132459],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.021114048,0.00041595762,0.0014350484,0.0009633576,0.0009808344,0.000031903946,0.00036205017,0.0015172221,0.00011674319],"category_scores_gemma":[0.0015451689,0.00031736252,0.00018503233,0.001401687,0.00042894846,0.00023677581,0.0002084692,0.013590136,0.00004157993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005802425,0.0005789759,0.021206284,0.008499478,0.000008584096,0.000011859406,0.010907457,0.0000052078467,1.2033075e-7,0.00017651015,0.9228327,0.035192575],"study_design_scores_gemma":[0.0034702949,0.0008109784,0.47539708,0.017228995,0.00003379795,0.000010875398,0.015648903,0.0014103582,7.9226446e-8,0.0003443488,0.48533,0.00031431584],"about_ca_topic_score_codex":0.010563132,"about_ca_topic_score_gemma":0.032727685,"teacher_disagreement_score":0.4541908,"about_ca_system_score_codex":0.00096505554,"about_ca_system_score_gemma":0.005853678,"threshold_uncertainty_score":0.9999278},"labels":[],"label_agreement":null},{"id":"W1986572506","doi":"10.2196/mhealth.2731","title":"Trust Information-Based Privacy Architecture for Ubiquitous Health","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Access Control and Trust","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ubiquitous computing; Internet privacy; Computer science; Information privacy; Health care; Service provider; Personally identifiable information; Computer security; Business; Service (business); Human–computer interaction","score_opus":0.033789691551095166,"score_gpt":0.3711597664250434,"score_spread":0.3373700748739482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986572506","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.377042,0.00270616,0.03481924,0.5545749,0.0015632234,0.014408379,0.00026908214,0.0008554903,0.013761529],"genre_scores_gemma":[0.9719629,0.0002599407,0.0022265383,0.024133867,0.0005339782,0.0006304113,0.000059104193,0.000014335618,0.00017891418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978269,0.00017695437,0.00050461304,0.00022758757,0.00032622472,0.00093772117],"domain_scores_gemma":[0.9980972,0.00026695806,0.00034514352,0.00020487708,0.00016662994,0.0009192292],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008286028,0.00016839562,0.00032523405,0.00016157924,0.0016337992,0.00020142733,0.00024182332,0.00013368204,0.000116449904],"category_scores_gemma":[0.00016747956,0.00014371976,0.000063623746,0.0002503472,0.00016099687,0.00054078636,0.000023362987,0.00023446907,0.000047850368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014043554,0.0001167045,0.0073114457,0.0016836915,0.000010656961,2.7330333e-7,0.020040194,0.000023415643,6.243103e-7,0.03246849,0.031814627,0.9063894],"study_design_scores_gemma":[0.0029621138,0.0006597879,0.0895153,0.000068193374,0.000018159595,0.000001716149,0.0032418016,0.0019510633,0.0000015453929,0.010187896,0.8910246,0.00036781843],"about_ca_topic_score_codex":0.011106204,"about_ca_topic_score_gemma":0.0013032467,"teacher_disagreement_score":0.9060216,"about_ca_system_score_codex":0.00017365083,"about_ca_system_score_gemma":0.0021837675,"threshold_uncertainty_score":0.9996659},"labels":[],"label_agreement":null},{"id":"W1987544613","doi":"10.2196/mhealth.3971","title":"Qualitative Evaluation of a Text Messaging Intervention to Support Patients With Active Tuberculosis: Implementation Considerations","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health; Sigma Theta Tau International","keywords":"Text messaging; Intervention (counseling); Qualitative research; Tuberculosis; Active tuberculosis; mHealth; Computer science; Medicine; Psychology; Psychological intervention; World Wide Web; Nursing; Mycobacterium tuberculosis; Sociology","score_opus":0.21943179044486052,"score_gpt":0.5855853956973929,"score_spread":0.3661536052525324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987544613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97869784,0.00016551507,0.00076229905,0.0061680973,0.00024817366,0.011171817,0.00034871942,0.00008319485,0.0023543662],"genre_scores_gemma":[0.9824052,0.000058127513,0.0016612968,0.0030877455,0.000099910874,0.012045725,0.0005560589,0.000037992824,0.00004797164],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9935475,0.0024461085,0.0015720716,0.00056936877,0.0010028898,0.0008620412],"domain_scores_gemma":[0.99444854,0.00054631,0.0010676977,0.00038659672,0.002105891,0.0014449871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005861364,0.0002600939,0.0005216111,0.00041487385,0.00089653756,0.000012882876,0.000089782145,0.00015911271,0.00036403246],"category_scores_gemma":[0.00038406096,0.00023050226,0.000043346266,0.0005647512,0.000081811966,0.000345119,0.00006832011,0.00046650192,0.000070349386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026699048,0.0017149004,0.18736388,0.0067305663,0.00014448207,7.4277364e-7,0.2983098,0.00007941252,0.000010512695,0.054797705,0.03915738,0.40902072],"study_design_scores_gemma":[0.017175822,0.0033584754,0.8224858,0.0005022362,0.00039151608,0.0000028142545,0.13979596,0.0001933817,0.000022612152,0.006892261,0.00875563,0.00042348023],"about_ca_topic_score_codex":0.002194359,"about_ca_topic_score_gemma":0.0036356694,"teacher_disagreement_score":0.63512194,"about_ca_system_score_codex":0.0009662228,"about_ca_system_score_gemma":0.0045053265,"threshold_uncertainty_score":0.93996096},"labels":[],"label_agreement":null},{"id":"W1988089994","doi":"10.2196/mhealth.2902","title":"A Persuasive and Social mHealth Application for Physical Activity: A Usability and Feasibility Study","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; National Center for Research Resources; National Institute of Child Health and Human Development; U.S. Department of Defense","keywords":"mHealth; Usability; Persuasive technology; Applied psychology; Promotion (chess); Psychological intervention; Software deployment; Health promotion; Psychology; Think aloud protocol; Physical activity; Computer science; Medicine; Human–computer interaction; Public health; Social psychology; Persuasion; Nursing; Physical therapy","score_opus":0.12914921974600427,"score_gpt":0.5198325279282415,"score_spread":0.3906833081822373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988089994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96105736,0.00021698771,0.0018203965,0.014094227,0.00017264474,0.021994175,0.00017329043,0.000210071,0.0002608296],"genre_scores_gemma":[0.9725852,0.00031755114,0.0004164714,0.003727298,0.0010094775,0.021754898,0.000053235995,0.000058802103,0.00007706154],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9939706,0.001549213,0.0009903344,0.0015148803,0.00037326512,0.0016017174],"domain_scores_gemma":[0.99471074,0.001939503,0.00079892145,0.0006489954,0.00031847824,0.001583374],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004174177,0.00045179357,0.0011036423,0.00017326158,0.004753993,0.000027041331,0.00016249064,0.00036973928,0.000008467074],"category_scores_gemma":[0.00030820866,0.00041921478,0.000071720526,0.0003292128,0.0003578774,0.0002022091,0.00017230834,0.0011136249,0.000012851724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032626356,0.0035358286,0.30472028,0.026144724,0.000028782144,3.3081275e-7,0.027097456,4.2885858e-7,0.000054976048,0.039015673,0.0019010074,0.59423786],"study_design_scores_gemma":[0.0060466994,0.0025933955,0.95134723,0.000048391612,0.00013507495,0.000004464842,0.0058694426,0.0035705972,0.0000013495263,0.005750979,0.02426658,0.00036579501],"about_ca_topic_score_codex":0.0012269856,"about_ca_topic_score_gemma":0.0013598272,"teacher_disagreement_score":0.64662695,"about_ca_system_score_codex":0.00046699474,"about_ca_system_score_gemma":0.0014813837,"threshold_uncertainty_score":0.99982595},"labels":[],"label_agreement":null},{"id":"W1989400406","doi":"10.2196/mhealth.2733","title":"Mindfulness-Based Mobile Applications: Literature Review and Analysis of Current Features","year":2013,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":216,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; Ciência sem Fronteiras; Gobierno de Aragón; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Mindfulness; mHealth; Applied psychology; Psychology; Mobile phone; Meditation; eHealth; Mobile technology; Clinical psychology; Computer science; Psychotherapist; Medicine; Psychological intervention; Health care; Mobile device; Psychiatry; World Wide Web; Political science","score_opus":0.13062547314450823,"score_gpt":0.5473057964441873,"score_spread":0.4166803232996791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989400406","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007383482,0.9947235,0.00007876401,0.0006610192,0.00011566454,0.0038794207,0.00031936239,0.000017953205,0.0001969373],"genre_scores_gemma":[0.00000892886,0.99413466,0.00090992555,0.00062770664,0.00024588165,0.0034713633,0.00042730864,0.00001603508,0.0001581933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710476,0.0009956007,0.0007335066,0.0004540726,0.00031311187,0.00039891864],"domain_scores_gemma":[0.9971418,0.0006863221,0.0009240479,0.00034355503,0.00024399033,0.00066030386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015953599,0.00028155843,0.001892306,0.00049588265,0.00039063155,0.00007617352,0.0002091045,0.00026261774,0.00008470802],"category_scores_gemma":[0.00016857065,0.00020765289,0.00024469884,0.002400803,0.00020262862,0.00010261511,0.000025123963,0.00046154187,0.0000035740054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.847964e-7,0.00006548772,0.000011842065,0.1577588,0.000052120104,6.144113e-8,0.00036620095,2.422737e-8,1.0489648e-9,0.002712048,0.002352512,0.83668],"study_design_scores_gemma":[0.00004277869,0.00004191763,0.00017031992,0.015462564,0.003701563,0.0000011157438,0.00007638186,5.487991e-7,3.1891258e-8,0.00024627833,0.98009205,0.00016447676],"about_ca_topic_score_codex":0.00018787786,"about_ca_topic_score_gemma":0.00006106873,"teacher_disagreement_score":0.9777395,"about_ca_system_score_codex":0.000121353965,"about_ca_system_score_gemma":0.002351104,"threshold_uncertainty_score":0.8467839},"labels":[],"label_agreement":null},{"id":"W1989954415","doi":"10.2196/mhealth.2164","title":"Health-E-Call, a Smartphone-Assisted Behavioral Obesity Treatment: Pilot Study","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Weight loss; Overweight; Obesity; Medicine; Body weight; Self-monitoring; Psychology; Physical therapy; Internal medicine; Social psychology","score_opus":0.16783406216099284,"score_gpt":0.4868760302659765,"score_spread":0.31904196810498364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989954415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94830173,0.0018842432,0.00007429924,0.019143187,0.00093774026,0.027179822,0.00015047289,0.00071315974,0.0016153441],"genre_scores_gemma":[0.93739295,0.0032097416,0.00072917994,0.01184048,0.00069885666,0.043112952,0.00020241634,0.00012147732,0.0026919537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9893467,0.0022335497,0.0028414326,0.0014714003,0.0006400893,0.0034668597],"domain_scores_gemma":[0.99131876,0.000628693,0.0013432615,0.0013911085,0.00040598036,0.004912179],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001834775,0.00077115255,0.0016346455,0.0004632405,0.0055075833,0.000057165977,0.00039347803,0.00032054496,0.0008021136],"category_scores_gemma":[0.000059126505,0.0006615776,0.000102489,0.0009209913,0.00018882898,0.00038939985,0.0001855723,0.0015061223,0.0018368779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007271484,0.014643899,0.5728644,0.00424173,0.000045967336,0.000009871466,0.00874696,5.9333246e-7,0.000025103225,0.0018294288,0.06839144,0.32847345],"study_design_scores_gemma":[0.006459364,0.013968093,0.91943294,0.00013980652,0.000074189804,0.000018031456,0.0032845978,0.000057965593,5.658263e-7,0.0002872007,0.055849396,0.0004278463],"about_ca_topic_score_codex":0.06612625,"about_ca_topic_score_gemma":0.01649392,"teacher_disagreement_score":0.34656855,"about_ca_system_score_codex":0.0018625748,"about_ca_system_score_gemma":0.0053264084,"threshold_uncertainty_score":0.99958354},"labels":[],"label_agreement":null},{"id":"W1991019294","doi":"10.2196/mhealth.2710","title":"Differences in Trunk Accelerometry Between Frail and Nonfrail Elderly Persons in Sit-to-Stand and Stand-to-Sit Transitions Based on a Mobile Inertial Sensor","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accelerometer; Kinematics; Physical medicine and rehabilitation; Trunk; Inertial measurement unit; Acceleration; Gait; Psychology; Physical therapy; Medicine; Computer science; Artificial intelligence; Physics","score_opus":0.05570290334793057,"score_gpt":0.3841345599987113,"score_spread":0.3284316566507808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991019294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98663294,0.00049440033,0.00017804488,0.008269928,0.00012965249,0.0034676155,0.0003212473,0.00006350892,0.00044265826],"genre_scores_gemma":[0.994898,0.00046979534,0.00054693583,0.0025594027,0.00020677735,0.0009630337,0.00004713386,0.00003495201,0.00027395604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963936,0.0006729979,0.0008471206,0.0007120518,0.00030512325,0.0010691002],"domain_scores_gemma":[0.9978421,0.00054176396,0.0001842213,0.00026314397,0.000070396,0.0010984099],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082521647,0.000333638,0.00076338096,0.0007648945,0.0006705732,0.00004771202,0.00011510885,0.00037479476,0.00006825913],"category_scores_gemma":[0.000054687334,0.00029532184,0.000039948663,0.0007184675,0.00008938101,0.00020633065,0.000045670935,0.0009917851,0.000031670792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000808753,0.0009384359,0.917828,0.004948056,0.000019848245,0.0000102358335,0.027734863,0.0000031124098,0.0008575646,0.00012847502,0.0033028263,0.043419797],"study_design_scores_gemma":[0.0036382983,0.0015576038,0.98708934,0.00080167525,0.000021806929,0.0000011923505,0.0048608873,0.00060865656,8.6812526e-7,0.000109944056,0.0010345435,0.00027517157],"about_ca_topic_score_codex":0.0020375594,"about_ca_topic_score_gemma":0.0024711643,"teacher_disagreement_score":0.06926132,"about_ca_system_score_codex":0.00021608495,"about_ca_system_score_gemma":0.0005380572,"threshold_uncertainty_score":0.9999499},"labels":[],"label_agreement":null},{"id":"W1992698623","doi":"10.2196/mhealth.3888","title":"The Medium and the Message: Fitting Sound Health Promotion Methodology Into 160 Characters","year":2014,"lang":"en","type":"editorial","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government; Monash University; Burnet Institute","keywords":"Rigour; Intrusiveness; Health promotion; The Internet; Intervention (counseling); Promotion (chess); Population; Internet privacy; Randomized controlled trial; Quality (philosophy); Health communication; Medical education; Medicine; Computer science; Psychology; World Wide Web; Nursing; Public health; Social psychology; Communication; Political science","score_opus":0.10568730576780594,"score_gpt":0.5018149845971532,"score_spread":0.3961276788293473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992698623","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026517932,0.029539028,0.0014674455,0.29065835,0.64835304,0.02567395,0.00030712725,0.00056376023,0.0007855],"genre_scores_gemma":[0.0067561683,0.17993876,0.0016501796,0.027678728,0.7367165,0.04193269,0.0016943823,0.0004016958,0.0032308758],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97303885,0.015536486,0.004332975,0.0018508829,0.0014268358,0.003813977],"domain_scores_gemma":[0.95389855,0.03539758,0.005334125,0.0018065416,0.00077870477,0.0027844866],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.04070461,0.0010572462,0.0026403076,0.00035312612,0.017054798,0.00013557672,0.0009873183,0.0023194423,0.000044546232],"category_scores_gemma":[0.0061166193,0.0006431733,0.00019719638,0.0006196157,0.0015530854,0.00018344243,0.0005670541,0.00885155,0.00010587756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009866614,0.000078425204,0.00035810645,0.017796408,0.000045417513,9.585676e-7,0.005879616,2.521501e-7,3.381888e-7,0.018490668,0.88595587,0.0704073],"study_design_scores_gemma":[0.0048954813,0.00065787183,0.0031821744,0.0007153668,0.00014751888,0.000009569297,0.0017751375,0.000115157134,1.1430046e-7,0.015149765,0.97291785,0.00043398887],"about_ca_topic_score_codex":0.004079554,"about_ca_topic_score_gemma":0.006246722,"teacher_disagreement_score":0.26297963,"about_ca_system_score_codex":0.001123146,"about_ca_system_score_gemma":0.0116828885,"threshold_uncertainty_score":0.99960196},"labels":[],"label_agreement":null},{"id":"W1994036846","doi":"10.2196/mhealth.4011","title":"Mobile Access to ClinicalConnect: A User Feedback Survey on Usability, Productivity, and Quality","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences","funders":"Government of Canada; Hamilton Health Sciences","keywords":"Usability; Computer science; Quality (philosophy); User interface; Mobile apps; Productivity; mHealth; World Wide Web; Human–computer interaction; Medicine; Psychological intervention; Nursing","score_opus":0.3811226974747387,"score_gpt":0.58053016396631,"score_spread":0.19940746649157126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994036846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645996,0.000744729,0.00017552263,0.015843306,0.0010776335,0.014257566,0.0004275145,0.0002881179,0.0025860292],"genre_scores_gemma":[0.95556843,0.0010519613,0.0004886924,0.027843269,0.0009129523,0.012810528,0.00014091993,0.00008064394,0.0011025851],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98910856,0.004057072,0.0023479704,0.0017220288,0.00069700455,0.0020673699],"domain_scores_gemma":[0.9877168,0.0032121036,0.0008279757,0.0014324277,0.0007121096,0.006098605],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015641019,0.0004951221,0.001228136,0.00031322645,0.001684396,0.00006422362,0.00047551887,0.00052436074,0.000081650964],"category_scores_gemma":[0.003293416,0.00043882345,0.000060809503,0.0010208099,0.00025827182,0.00032332577,0.00059604936,0.0016722401,0.00041244735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017388837,0.00071377074,0.84184664,0.0033620526,0.000008790597,8.6073493e-7,0.002429508,0.000006327374,0.0000020097348,0.004849325,0.077216044,0.06782577],"study_design_scores_gemma":[0.0021282928,0.0011891485,0.8040345,0.000120058794,0.000015314408,0.0000022264846,0.00041065534,0.000015217059,0.0000020569516,0.0011087267,0.1906647,0.0003091556],"about_ca_topic_score_codex":0.010542863,"about_ca_topic_score_gemma":0.0145696215,"teacher_disagreement_score":0.11344865,"about_ca_system_score_codex":0.0005719674,"about_ca_system_score_gemma":0.0036605906,"threshold_uncertainty_score":0.99980634},"labels":[],"label_agreement":null},{"id":"W1994227544","doi":"10.2196/mhealth.3568","title":"SMARTHealth India: Development and Field Evaluation of a Mobile Clinical Decision Support System for Cardiovascular Diseases in Rural India","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Agency for International Development; National Health and Medical Research Council; Wellcome Trust; Medical Research Council; United States Agency for International Development","keywords":"mHealth; Referral; Clinical decision support system; Medicine; Psychological intervention; Family medicine; Decision support system; Health care; Public health; Telemedicine; Medical emergency; Nursing; Data mining; Computer science","score_opus":0.08041464819692086,"score_gpt":0.48176376936269516,"score_spread":0.4013491211657743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994227544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754177,0.005972188,0.0021849282,0.00047873717,0.0008845579,0.014464075,0.00009994583,0.00009738428,0.00040049377],"genre_scores_gemma":[0.9707046,0.0026135398,0.0029224032,0.0019161492,0.00045798806,0.021158475,0.00016347683,0.000045505134,0.000017820876],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.992153,0.0019188857,0.0030967828,0.0007621395,0.0007882152,0.0012810114],"domain_scores_gemma":[0.9930946,0.0031604574,0.0010186046,0.0006835613,0.000480509,0.0015622714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.016170396,0.00032236436,0.001375995,0.00041883878,0.0010512616,0.000010390113,0.00018756729,0.0005331385,0.000027692811],"category_scores_gemma":[0.0007916539,0.0002918074,0.00016786663,0.00040652227,0.00009846749,0.00012231331,0.00010746716,0.00073763833,0.000017024384],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000508892,0.00025786101,0.24565442,0.011884118,0.000027668377,4.8630557e-7,0.0014667873,0.000008907252,2.8237886e-7,0.003127682,0.0012180491,0.73584485],"study_design_scores_gemma":[0.012283567,0.0020641265,0.8813115,0.0013658399,0.00032008937,0.000009581965,0.0039875596,0.0025674272,0.0000036215506,0.0010582766,0.09463777,0.00039064555],"about_ca_topic_score_codex":0.00046996243,"about_ca_topic_score_gemma":0.00042774258,"teacher_disagreement_score":0.7354542,"about_ca_system_score_codex":0.00051142805,"about_ca_system_score_gemma":0.0058728782,"threshold_uncertainty_score":0.9999534},"labels":[],"label_agreement":null},{"id":"W1995272111","doi":"10.2196/mhealth.3956","title":"A Mobile Cloud-Based Parkinson’s Disease Assessment System for Home-Based Monitoring","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dyskinesia; Physical medicine and rehabilitation; Parkinson's disease; Medicine; Resting tremor; Movement disorders; Disease; Physical therapy; Levodopa; Motor symptoms","score_opus":0.06687616096764734,"score_gpt":0.3893477039089468,"score_spread":0.3224715429412994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995272111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860796,0.0041749487,0.0033506942,0.0008266689,0.0011086101,0.0036734159,0.00032650746,0.00029648773,0.00016310127],"genre_scores_gemma":[0.9897348,0.00009257019,0.005570066,0.0007029256,0.0006371748,0.002921631,0.00019642527,0.000060856208,0.00008353976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975701,0.00011698825,0.0004456531,0.0006104349,0.00050480926,0.00075201475],"domain_scores_gemma":[0.9958429,0.00008145318,0.00022576029,0.00045335304,0.00018399012,0.0032125928],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054851396,0.00032228563,0.00056840567,0.00018538296,0.00029555778,0.00004364781,0.00008216047,0.00010803391,0.000005586506],"category_scores_gemma":[0.000023677017,0.00027297164,0.00013718699,0.00018608454,0.00003923945,0.00006454692,0.00002023121,0.00016859178,0.00001162247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014221203,0.004971188,0.8995975,0.031581722,0.00019120188,0.0004884969,0.0005487565,0.0002674966,0.0000515634,0.0014204382,0.004813517,0.041846912],"study_design_scores_gemma":[0.05093599,0.009991611,0.73629045,0.0021141416,0.0015946168,0.000027605816,0.0016376289,0.035234552,0.00035662547,0.00038018718,0.16048339,0.0009532252],"about_ca_topic_score_codex":0.00009700221,"about_ca_topic_score_gemma":0.0000035826188,"teacher_disagreement_score":0.16330707,"about_ca_system_score_codex":0.0010365325,"about_ca_system_score_gemma":0.0034480838,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W1996753185","doi":"10.2196/mhealth.2543","title":"Enhancing Knowledge Flow in a Health Care Context: A Mobile Computing Approach","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Universidad de Chile; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Computer science; Knowledge sharing; Knowledge management; Health care; Mobile device; Context (archaeology); Mobile technology; mHealth; Mobile computing; Multimedia; World Wide Web; Computer network","score_opus":0.04174931635342351,"score_gpt":0.3838762118510628,"score_spread":0.3421268954976393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996753185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76126516,0.032309018,0.00720962,0.0019407108,0.001241598,0.004228363,0.000008620566,0.0005216867,0.19127524],"genre_scores_gemma":[0.99621713,0.0005712586,0.0011207156,0.0009271777,0.00062132167,0.00008403457,0.000015560145,0.000021966312,0.0004208074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967961,0.0007577305,0.0006122038,0.00051448407,0.00024454642,0.0010749889],"domain_scores_gemma":[0.9987092,0.00021073352,0.00021677856,0.00020555485,0.00007696876,0.0005807428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033337865,0.00019248363,0.00047111826,0.00026379447,0.0012411871,0.00009714629,0.0002224181,0.00011550419,0.00001562765],"category_scores_gemma":[0.00009918952,0.00019838278,0.00004910845,0.0005455874,0.00013317901,0.00014481018,0.000109849316,0.00036379433,0.000025393427],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035622954,0.00021135267,0.015107423,0.0054169674,0.0000049742994,0.0000010416927,0.40607408,0.000030064044,9.641584e-7,0.0339152,0.0011048752,0.53809744],"study_design_scores_gemma":[0.004475261,0.0009964379,0.04731669,0.0010212513,0.000029139575,0.0000034363943,0.2790741,0.036013655,0.00000540029,0.00087553286,0.62908816,0.0011009412],"about_ca_topic_score_codex":0.0048950994,"about_ca_topic_score_gemma":0.028876226,"teacher_disagreement_score":0.6279833,"about_ca_system_score_codex":0.0005037323,"about_ca_system_score_gemma":0.0007238968,"threshold_uncertainty_score":0.9888443},"labels":[],"label_agreement":null},{"id":"W1997273696","doi":"10.2196/mhealth.3324","title":"A Mobile Phone Food Record App to Digitally Capture Dietary Intake for Adolescents in a Free-Living Environment: Usability Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agricultural Research Service; U.S. Department of Agriculture","keywords":"Meal; Medicine; Fiducial marker; Food intake; Usability; Psychology; Computer science; Internal medicine","score_opus":0.061650850393808354,"score_gpt":0.34216529104692295,"score_spread":0.2805144406531146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997273696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98911524,0.0032675765,0.000066692206,0.0025083893,0.00019212176,0.004450088,0.00017009363,0.00003896614,0.00019081945],"genre_scores_gemma":[0.99493736,0.0003285684,0.0009133128,0.002321618,0.00025808398,0.0010806768,0.000027544456,0.000023300114,0.000109521716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998115,0.00006535577,0.00047854698,0.00048762947,0.0003035404,0.000549898],"domain_scores_gemma":[0.9985937,0.00007495283,0.000089370114,0.0003092564,0.00005482898,0.0008779211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006092233,0.00019833293,0.00049409637,0.000089972316,0.00012268174,0.000014703872,0.00008457789,0.000082672304,0.000008336931],"category_scores_gemma":[0.00014199248,0.000176414,0.000052890417,0.00017694151,0.000049319748,0.00008037307,0.00013581743,0.00023126815,0.000008723191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004195553,0.008665115,0.9146374,0.0041378317,0.000039654762,0.000016256345,0.0086063985,0.000010081238,0.0000043993477,0.000017535149,0.02755566,0.03211416],"study_design_scores_gemma":[0.0075498796,0.014016999,0.94579375,0.0004959313,0.00005324514,0.000013546054,0.009299575,0.00004083378,7.211032e-7,0.0007363604,0.021763213,0.00023595989],"about_ca_topic_score_codex":0.00084139814,"about_ca_topic_score_gemma":0.0015413775,"teacher_disagreement_score":0.0318782,"about_ca_system_score_codex":0.0003649795,"about_ca_system_score_gemma":0.00017739981,"threshold_uncertainty_score":0.71939546},"labels":[],"label_agreement":null},{"id":"W1999982605","doi":"10.2196/mhealth.2941","title":"Mobile Phone Intervention Reduces Perinatal Mortality in Zanzibar: Secondary Outcomes of a Cluster Randomized Controlled Trial","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Randomized controlled trial; Intervention (counseling); Cluster (spacecraft); Medicine; mHealth; Phone; Cluster randomised controlled trial; Psychology; Psychological intervention; Computer science; Telecommunications; Nursing; Computer network; Internal medicine","score_opus":0.04189953167327995,"score_gpt":0.4537533833288449,"score_spread":0.411853851655565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999982605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95810646,0.0015688114,0.0003261935,0.0014213515,0.0014639719,0.0325647,0.00006774755,0.000113387876,0.0043673674],"genre_scores_gemma":[0.93679744,0.0017638508,0.00040396774,0.0023290943,0.00039520313,0.057450864,0.0000876024,0.000044514738,0.00072745327],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9878417,0.0049053766,0.0047281543,0.00073566,0.00048703892,0.0013020226],"domain_scores_gemma":[0.9924975,0.0033966105,0.0022469978,0.00064695743,0.00023782658,0.00097411906],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013411585,0.00042465696,0.0035971762,0.00050062453,0.0006906158,0.000012345726,0.00025763502,0.0004741288,0.00040152177],"category_scores_gemma":[0.0011077783,0.00032774292,0.0004070515,0.00039574344,0.00030117837,0.00019514018,0.00012942149,0.0013392627,0.000046591787],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.920041,0.0011850393,0.019738538,0.009777088,0.00008638702,0.0000010414535,0.0041333046,0.0000047236745,0.000008481606,0.008083978,0.0015206127,0.03541978],"study_design_scores_gemma":[0.9407504,0.0008735773,0.049209706,0.00029525693,0.00011907705,0.0000017359195,0.0010784381,0.00091570156,0.000003158536,0.0016905491,0.004825597,0.00023675643],"about_ca_topic_score_codex":0.0020555346,"about_ca_topic_score_gemma":0.0012910307,"teacher_disagreement_score":0.035183024,"about_ca_system_score_codex":0.00025539217,"about_ca_system_score_gemma":0.0016293507,"threshold_uncertainty_score":0.99991745},"labels":[],"label_agreement":null},{"id":"W2001598998","doi":"10.2196/mhealth.3293","title":"An Effective Support System of Emergency Medical Services With Tablet Computers","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Ministry of Internal Affairs and Communications","keywords":"Medical emergency; Emergency medical services; Government (linguistics); Service (business); Information system; Business; Operations management; Medicine; Engineering; Marketing","score_opus":0.03811721035708084,"score_gpt":0.38170599936130245,"score_spread":0.34358878900422163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001598998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99209696,0.0013832942,0.00017028958,0.0011052492,0.0007319189,0.0007738751,0.000023680876,0.00011255032,0.003602203],"genre_scores_gemma":[0.9983084,0.00044046828,0.00031438,0.00045944384,0.0003172727,0.000061524595,0.000048692025,0.000020799078,0.000029002824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980501,0.000114042305,0.00046861888,0.00032538085,0.00060327386,0.0004385751],"domain_scores_gemma":[0.997941,0.00002713229,0.00017517968,0.00024863848,0.0002699248,0.0013381096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006244352,0.00018848022,0.00059079274,0.00010491268,0.00011427967,0.0000034669736,0.00009106629,0.000107032945,0.00003597692],"category_scores_gemma":[0.000010543675,0.00013048205,0.000036764755,0.00025039946,0.00007252402,0.0000901859,0.000028641678,0.00019862811,0.0000071408044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003785157,0.0010322392,0.8163332,0.052856278,0.0003060056,0.0002065514,0.026123665,0.000011297277,0.000025191079,0.0023658422,0.018223034,0.07873154],"study_design_scores_gemma":[0.005436591,0.0116077345,0.9589124,0.000910458,0.00029507288,0.00031003205,0.014801468,0.0010765821,0.00002660519,0.00002993507,0.0062896777,0.0003034922],"about_ca_topic_score_codex":0.0012963266,"about_ca_topic_score_gemma":0.00046606833,"teacher_disagreement_score":0.14257915,"about_ca_system_score_codex":0.00008713094,"about_ca_system_score_gemma":0.0005356389,"threshold_uncertainty_score":0.53209037},"labels":[],"label_agreement":null},{"id":"W2002375670","doi":"10.2196/mhealth.3509","title":"Using a Collaborative Research Approach to Develop an Interdisciplinary Research Agenda for the Study of Mobile Health Interventions for Older Adults","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Impact; University of Waterloo","funders":"University of Waterloo","keywords":"mHealth; Psychological intervention; Stakeholder; Usability; Scope (computer science); Coaching; Medical education; Health care; Medicine; Digital health; Psychology; Knowledge management; Nursing; Public relations; Computer science","score_opus":0.707671291848941,"score_gpt":0.6930770456868484,"score_spread":0.014594246162092595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002375670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9126805,0.002390324,0.011429345,0.009828115,0.00033394512,0.06207207,0.00025261755,0.000103862294,0.0009092383],"genre_scores_gemma":[0.96840376,0.00015143678,0.014670542,0.00011690982,0.0002783744,0.0160962,0.000020987112,0.00003978104,0.00022200649],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99093133,0.004339075,0.00089423737,0.0007172205,0.00157931,0.0015388452],"domain_scores_gemma":[0.9901329,0.002198667,0.00023645932,0.00054170954,0.005711837,0.0011783747],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.05129319,0.00015671893,0.0004819387,0.0008194741,0.0042648455,0.00014857958,0.00084806525,0.00013839311,0.0000041179464],"category_scores_gemma":[0.0020045144,0.00012425403,0.00005490091,0.0040230583,0.0006337867,0.00024001439,0.00063159206,0.0006710555,0.0000015778102],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020089098,0.004208132,0.0006013959,0.0035008367,0.000033685345,9.964706e-7,0.82090497,0.000049514,0.0000026281505,0.005995965,0.056360573,0.10633242],"study_design_scores_gemma":[0.0016288543,0.011821602,0.0024591282,0.0004731306,0.000009459985,0.0000015250743,0.97325414,0.0017081257,0.00000489166,0.0018008226,0.0066945506,0.000143765],"about_ca_topic_score_codex":0.010268695,"about_ca_topic_score_gemma":0.01504618,"teacher_disagreement_score":0.1523492,"about_ca_system_score_codex":0.0011095183,"about_ca_system_score_gemma":0.009121221,"threshold_uncertainty_score":0.99703145},"labels":[],"label_agreement":null},{"id":"W2002533453","doi":"10.2196/mhealth.2641","title":"Acceptability of Delivering and Accessing Health Information Through Text Messaging Among Community Health Advisors","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Text messaging; Health information; mHealth; Internet privacy; eHealth; World Wide Web; Protected health information; Health communication; Computer science; Medicine; Psychology; Health care; Health promotion; Psychological intervention; Public health; HRHIS; Nursing; Political science","score_opus":0.07363268420454608,"score_gpt":0.45341621666479603,"score_spread":0.37978353246025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002533453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651884,0.0037702695,0.0021018258,0.014476102,0.0003213575,0.00934463,0.000120961726,0.0003236569,0.004352806],"genre_scores_gemma":[0.963911,0.009806123,0.0040253066,0.018262954,0.00013078906,0.0035995736,0.0001653764,0.000053886037,0.000045003748],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9901595,0.0028851968,0.003564359,0.0005971346,0.00053447834,0.0022592994],"domain_scores_gemma":[0.9920884,0.0011302948,0.0030002564,0.0010330126,0.0004671263,0.002280951],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005360073,0.00050876377,0.0013851697,0.00039057757,0.0061440156,0.00006333723,0.00039915642,0.00037210147,0.00035224788],"category_scores_gemma":[0.00028464213,0.00048390822,0.00008205247,0.00081799674,0.00047556224,0.002201428,0.0004163276,0.0025843023,0.000053243235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010232181,0.00026883086,0.3739627,0.036539327,0.000018858322,1.3857884e-7,0.039468747,0.000009683295,0.0000032754667,0.005732598,0.007187598,0.5367059],"study_design_scores_gemma":[0.0016852071,0.0004291639,0.95687944,0.0005649254,0.00001535213,0.000005310844,0.018635478,0.0006000173,0.0000020817508,0.0017272424,0.019170878,0.000284897],"about_ca_topic_score_codex":0.12978837,"about_ca_topic_score_gemma":0.004978252,"teacher_disagreement_score":0.58291674,"about_ca_system_score_codex":0.000860547,"about_ca_system_score_gemma":0.003907436,"threshold_uncertainty_score":0.9997613},"labels":[],"label_agreement":null},{"id":"W2005596778","doi":"10.2196/mhealth.2576","title":"Teenagers and Texting: Use of a Youth Ecological Momentary Assessment System in Trajectory Health Research With Latina Adolescents","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Short Message Service; mHealth; Psychology; Applied psychology; Mood; Text messaging; Psychological intervention; Intervention (counseling); Computer science; Social psychology; Internet privacy","score_opus":0.2405856161216888,"score_gpt":0.486026250980295,"score_spread":0.2454406348586062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005596778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938282,0.0002705388,0.00005810612,0.001510889,0.0002512828,0.001884522,0.000103357066,0.000065920125,0.0020272315],"genre_scores_gemma":[0.998042,0.000057481982,0.00063806464,0.0008129751,0.000056445224,0.00019925203,0.000035390647,0.000034171208,0.00012422177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99491805,0.0016677396,0.0010779728,0.00067572703,0.00048520137,0.0011752979],"domain_scores_gemma":[0.99786586,0.0003720204,0.00043923012,0.00036647395,0.00007804532,0.0008783625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032812343,0.00023937353,0.00062688114,0.00050901296,0.00030759868,0.00004350426,0.0001401126,0.00014444857,0.0000134938045],"category_scores_gemma":[0.000032310687,0.0001971266,0.000040430074,0.00048353325,0.00030106728,0.00017339284,0.00009700921,0.000765145,0.0000074080085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020527954,0.0055842637,0.805933,0.024956366,0.00005413093,0.000048845995,0.0095203705,0.00001245401,0.0000043780547,0.024286738,0.0015448513,0.12600178],"study_design_scores_gemma":[0.0023196924,0.005938847,0.9806142,0.0018497395,0.000011151988,0.000038014936,0.008462903,0.00019675822,8.6825315e-7,0.00005755888,0.0003590165,0.00015128033],"about_ca_topic_score_codex":0.003413657,"about_ca_topic_score_gemma":0.000889113,"teacher_disagreement_score":0.17468114,"about_ca_system_score_codex":0.0007316767,"about_ca_system_score_gemma":0.00037152207,"threshold_uncertainty_score":0.80385894},"labels":[],"label_agreement":null},{"id":"W2011774031","doi":"10.2196/mhealth.2539","title":"Position and Orientation Tracking in a Ubiquitous Monitoring System for Parkinson Disease Patients With Freezing of Gait Symptom","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Education, Audiovisual and Culture Executive Agency","keywords":"Orientation (vector space); Context (archaeology); Computer science; Wearable computer; Computer vision; Artificial intelligence; Accelerometer; Tracking system; Gait; Wearable technology; Body position; Position (finance); Real-time computing; Human–computer interaction; Physical medicine and rehabilitation; Medicine; Embedded system; Kalman filter","score_opus":0.029111359295993167,"score_gpt":0.37139332832802235,"score_spread":0.3422819690320292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011774031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540627,0.00046076308,0.00028990593,0.00019161572,0.0003439758,0.00315423,0.000046814872,0.000050468596,0.000055936536],"genre_scores_gemma":[0.9979531,0.00020760745,0.00053055136,0.000102932405,0.00020387473,0.0008690445,0.000092793925,0.000024902027,0.0000151531485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814546,0.00020988383,0.0006272217,0.00032367973,0.00019453166,0.0004992369],"domain_scores_gemma":[0.99867207,0.00016551657,0.00048692597,0.00014135483,0.00019416865,0.000339993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004531238,0.00015026843,0.00030664375,0.00015546786,0.00045320604,0.000015329284,0.00004742224,0.00011892716,0.0000011235326],"category_scores_gemma":[0.000022894461,0.00013040856,0.000022336646,0.00015934889,0.000030126037,0.00033170253,0.000021075646,0.00022937534,0.0000020365121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041251793,0.00019140408,0.9762617,0.009821613,0.0000055465084,4.7235503e-7,0.0024507449,7.8487034e-7,0.00012769566,0.0003471148,0.0000421581,0.010338248],"study_design_scores_gemma":[0.003190175,0.00031066607,0.99173546,0.0019002899,0.000035696034,4.25534e-7,0.002023438,0.0004719317,0.0000032519335,0.00017533344,0.000044304226,0.00010905439],"about_ca_topic_score_codex":0.00076585496,"about_ca_topic_score_gemma":0.00008378308,"teacher_disagreement_score":0.015473734,"about_ca_system_score_codex":0.00023548676,"about_ca_system_score_gemma":0.00019773116,"threshold_uncertainty_score":0.5317907},"labels":[],"label_agreement":null},{"id":"W2012221645","doi":"10.2196/mhealth.3799","title":"Mobile Technologies: Expectancy, Usage, and Acceptance of Clinical Staff and Patients at a University Medical Center","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft","keywords":"Popularity; Context (archaeology); Psychological intervention; Mobile device; Expectancy theory; Test (biology); Mobile technology; Medical education; Family medicine; Exact test; Medicine; Psychology; Computer science; Applied psychology; Nursing; Social psychology; World Wide Web","score_opus":0.06120698841060167,"score_gpt":0.45971093908759453,"score_spread":0.39850395067699285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012221645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99002343,0.0015288685,0.00014527992,0.001957746,0.00034086307,0.003289122,0.00013326525,0.00019014155,0.0023912978],"genre_scores_gemma":[0.9648774,0.031638872,0.0007183599,0.0016392975,0.00014728695,0.00053433294,0.000042152275,0.000027783992,0.0003745073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99536586,0.0008791947,0.0015095016,0.00078032893,0.00042861595,0.001036506],"domain_scores_gemma":[0.9955969,0.0011628594,0.00091254956,0.000515136,0.00019629946,0.001616288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020804617,0.00025893617,0.00085931923,0.00018938948,0.0012641216,0.0000046855685,0.00023983388,0.00068290543,0.00011543382],"category_scores_gemma":[0.0005632548,0.00023213084,0.00004817422,0.00030596706,0.00055672595,0.00012007944,0.00044403618,0.001054769,0.00001986208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045905757,0.0004987614,0.72876066,0.004073183,0.00000773773,0.0000012251942,0.0011891915,3.813425e-8,8.843463e-7,0.003827374,0.007828404,0.25335348],"study_design_scores_gemma":[0.006626208,0.0019520485,0.50991285,0.00039249574,0.000026130123,0.000005470164,0.0027591533,0.0002623414,0.0000012251069,0.00044173456,0.47737327,0.00024706434],"about_ca_topic_score_codex":0.00021957044,"about_ca_topic_score_gemma":0.00063549384,"teacher_disagreement_score":0.4695449,"about_ca_system_score_codex":0.00016243279,"about_ca_system_score_gemma":0.0009824156,"threshold_uncertainty_score":0.97227293},"labels":[],"label_agreement":null},{"id":"W2013452430","doi":"10.2196/mhealth.3987","title":"Don’t Forget the Doctor: Gastroenterologists’ Preferences on the Development of mHealth Tools for Inflammatory Bowel Disease","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute of Infection and Immunity; University of Alberta","funders":"","keywords":"mHealth; Inflammatory bowel disease; Medicine; Disease; Digital health; Family medicine; Health care; Internal medicine; Nursing","score_opus":0.19273029517786686,"score_gpt":0.4529506270097114,"score_spread":0.26022033183184456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013452430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940303,0.0012223066,0.0009605381,0.03962583,0.00093081425,0.015068007,0.00032545565,0.00015987121,0.0014041697],"genre_scores_gemma":[0.95011383,0.0010684588,0.001378218,0.018193113,0.0006727407,0.027927563,0.00016915305,0.000056633453,0.00042031432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934356,0.001163868,0.0022032487,0.000682297,0.0006643202,0.0018506405],"domain_scores_gemma":[0.9919552,0.0028287482,0.0013738022,0.001009528,0.00045993272,0.0023727634],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0061221514,0.00041496832,0.0005971227,0.00015942688,0.0030921123,0.000029590237,0.0006323341,0.00023941828,0.00003910431],"category_scores_gemma":[0.0008728173,0.00023748174,0.00009638105,0.00025917112,0.00032599023,0.00017318196,0.00016531759,0.0010481691,0.00004473343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0110659255,0.0012497205,0.36029026,0.030742964,0.0000938307,0.0000018438312,0.029483492,0.000058361737,0.000008939656,0.17204177,0.26360777,0.13135512],"study_design_scores_gemma":[0.003120957,0.0010301351,0.50353897,0.0004734371,0.00006646161,0.0000016542612,0.0075448873,0.00032758762,0.000005613087,0.0053846026,0.47823143,0.0002742916],"about_ca_topic_score_codex":0.00014767186,"about_ca_topic_score_gemma":0.0011552627,"teacher_disagreement_score":0.21462364,"about_ca_system_score_codex":0.0004891422,"about_ca_system_score_gemma":0.009273565,"threshold_uncertainty_score":0.9982057},"labels":[],"label_agreement":null},{"id":"W2015157245","doi":"10.2196/mhealth.2859","title":"The Schisto Track: A System for Gathering and Monitoring Epidemiological Surveys by Connecting Geographical Information Systems in Real Time","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação Oswaldo Cruz","keywords":"Track (disk drive); Information system; Computer science; Epidemiology; Data collection; Geography; Data science; Medicine; Statistics; Engineering; Mathematics","score_opus":0.036226930572127725,"score_gpt":0.34800196991652277,"score_spread":0.31177503934439504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015157245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949696,0.0018374351,0.0006026672,0.00059506745,0.0002151693,0.0012671984,0.000094349154,0.0001552801,0.00026324266],"genre_scores_gemma":[0.998507,0.00070353784,0.00023153723,0.00007437425,0.00019302449,0.00016882186,0.00009888561,0.000013989925,0.000008835576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975764,0.00076132856,0.00071159186,0.00026155752,0.00016643511,0.00052265363],"domain_scores_gemma":[0.99755776,0.0014234761,0.0002834254,0.0002183703,0.00007038654,0.00044657761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007135967,0.00015936513,0.0005212585,0.00008413357,0.00039758178,0.000051560626,0.00006995101,0.0001299399,3.9141403e-7],"category_scores_gemma":[0.00069322163,0.00011069749,0.000038073857,0.00014057614,0.00007226779,0.00014194344,0.00003046065,0.00025512592,0.0000033565605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014526269,0.00012587993,0.77582467,0.015696501,0.000047593523,0.0000033382644,0.00090517115,0.000059042457,0.00017065169,0.0047964226,0.0012861599,0.19963194],"study_design_scores_gemma":[0.002233882,0.00052768236,0.96904343,0.0005855133,0.00002557945,0.000052533433,0.000903075,0.018946199,0.0000023903588,0.000025907404,0.007486854,0.00016692084],"about_ca_topic_score_codex":0.00088557333,"about_ca_topic_score_gemma":0.000034079294,"teacher_disagreement_score":0.19946502,"about_ca_system_score_codex":0.00014267323,"about_ca_system_score_gemma":0.00008465373,"threshold_uncertainty_score":0.45141125},"labels":[],"label_agreement":null},{"id":"W2019933371","doi":"10.2196/mhealth.3345","title":"Diet App Use by Sports Dietitians: A Survey in Five Countries","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Athletes; Sports nutrition; Phone; Computer-assisted web interviewing; Family medicine; Physical therapy","score_opus":0.12296175905938152,"score_gpt":0.45519127420574956,"score_spread":0.33222951514636806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019933371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96938455,0.0063248416,0.00015890767,0.010972597,0.0011495051,0.008247004,0.0013398833,0.000361842,0.0020608415],"genre_scores_gemma":[0.9448123,0.0167762,0.0004075399,0.025239812,0.0004246833,0.008175636,0.00097169983,0.00010095363,0.0030911635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925831,0.0015315948,0.0019394788,0.0009393499,0.0006806413,0.002325831],"domain_scores_gemma":[0.99326795,0.0014307505,0.0007633705,0.0007394347,0.00047565805,0.0033228253],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0052528568,0.00044123124,0.00093381974,0.00032799892,0.0011089537,0.000032866705,0.00025500453,0.00056648307,0.00011111182],"category_scores_gemma":[0.00064681127,0.0004179399,0.000044702476,0.00079607184,0.00020708752,0.0003990834,0.00012917524,0.0014929246,0.00021500821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014920881,0.00022216424,0.7141665,0.0023747585,0.000004237623,0.000007731923,0.003423024,0.00000224356,3.952648e-7,0.0028059483,0.27190673,0.0035941505],"study_design_scores_gemma":[0.0024869374,0.0004181838,0.5775391,0.00023853712,0.0000125575525,0.0000039915817,0.0011756767,0.000086927575,2.8810692e-7,0.00054843695,0.4172167,0.0002727253],"about_ca_topic_score_codex":0.02558989,"about_ca_topic_score_gemma":0.015910603,"teacher_disagreement_score":0.14530995,"about_ca_system_score_codex":0.0007737354,"about_ca_system_score_gemma":0.005206238,"threshold_uncertainty_score":0.99982727},"labels":[],"label_agreement":null},{"id":"W2020393450","doi":"10.2196/mhealth.4003","title":"Public Health Guidelines for Physical Activity: Is There an App for That? A Review of Android and Apple App Stores","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"mHealth; App store; Physical activity; Android (operating system); Medicine; Public health; Internet privacy; World Wide Web; Computer science; Psychological intervention; Physical therapy; Nursing","score_opus":0.5681710264489193,"score_gpt":0.6058354291526651,"score_spread":0.037664402703745825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020393450","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008967458,0.92364204,0.00089913607,0.02189478,0.00046262084,0.04617141,0.0064740824,0.0002415542,0.00012469906],"genre_scores_gemma":[0.000026094125,0.8872662,0.002952544,0.0154383555,0.0017882553,0.09019303,0.0017091647,0.00024924887,0.00037707013],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890952,0.0019058769,0.0034583446,0.0019019142,0.000764917,0.0028737227],"domain_scores_gemma":[0.98473775,0.0018550763,0.0053069,0.0015851319,0.0018923728,0.0046227495],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00972683,0.0011684452,0.0067840344,0.0005105691,0.0021466708,0.00003327619,0.0006099029,0.00097646227,0.000036620073],"category_scores_gemma":[0.00077365624,0.0009243331,0.00049989845,0.00077305286,0.0002720406,0.0003169914,0.00022559054,0.0015621246,0.000015760908],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005449244,0.00021462672,0.000022696431,0.4048354,0.000024498011,1.0587883e-7,0.0003592844,7.534958e-9,8.808321e-9,0.0017003242,0.11661017,0.47617838],"study_design_scores_gemma":[0.001757344,0.0016276881,0.000060451588,0.04285275,0.00041709066,0.0000151131835,0.0004120784,0.00013505293,3.145906e-8,0.0006941153,0.9514862,0.00054211105],"about_ca_topic_score_codex":0.00078473205,"about_ca_topic_score_gemma":0.0003235431,"teacher_disagreement_score":0.834876,"about_ca_system_score_codex":0.0007904475,"about_ca_system_score_gemma":0.023811154,"threshold_uncertainty_score":0.99932075},"labels":[],"label_agreement":null},{"id":"W2020645854","doi":"10.2196/mhealth.2706","title":"Development of a Smartphone App for a Genetics Website: The Amyotrophic Lateral Sclerosis Online Genetics Database (ALSoD)","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King's College London; National Institute for Health and Care Research; South London and Maudsley NHS Foundation Trust; ALS Society of Canada; Motor Neurone Disease Association; ALS Therapy Alliance; ALS Association","keywords":"Amyotrophic lateral sclerosis; Mobile apps; World Wide Web; Genetics; Online database; Biology; Internet privacy; Computer science; Medicine; Disease","score_opus":0.047354898262454606,"score_gpt":0.31961048795731156,"score_spread":0.27225558969485697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020645854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914752,0.006137802,0.000315211,0.00060948153,0.00011443733,0.0009346488,0.0003911675,0.000008968017,0.000013069248],"genre_scores_gemma":[0.9754316,0.00680239,0.014735896,0.0013915517,0.00026209388,0.00020565827,0.0010545402,0.0000326594,0.00008357849],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985593,0.000047072055,0.00046885156,0.00035169342,0.0001280346,0.00044502263],"domain_scores_gemma":[0.9989318,0.000019567122,0.00019987748,0.00038691182,0.00014528296,0.00031656242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018581247,0.0001928244,0.000221269,0.000045436682,0.00026570357,0.000027148735,0.00019539663,0.00010649913,0.000009595482],"category_scores_gemma":[0.000015572068,0.00014221879,0.00006302149,0.0000803459,0.00009761262,0.0000038106218,0.00014081162,0.00008454075,0.0000044053927],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014400547,0.0024996144,0.02353258,0.0066462704,0.00038700172,0.000004074886,0.0028184594,0.00015463732,0.5790179,0.00027329975,0.032360554,0.35086557],"study_design_scores_gemma":[0.0049070823,0.0016723014,0.79240364,0.00017264552,0.00020198,0.00003822598,0.00082977576,0.003294604,0.017604321,0.00026316408,0.17767045,0.0009417902],"about_ca_topic_score_codex":0.00005904795,"about_ca_topic_score_gemma":0.00018706436,"teacher_disagreement_score":0.76887107,"about_ca_system_score_codex":0.000018366456,"about_ca_system_score_gemma":0.0004538364,"threshold_uncertainty_score":0.5799514},"labels":[],"label_agreement":null},{"id":"W2028891040","doi":"10.2196/mhealth.3328","title":"mHealth 2.0: Experiences, Possibilities, and Perspectives","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":397,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft","keywords":"mHealth; Context (archaeology); Internet privacy; Digital health; Mobile technology; Interoperability; Health care; Psychological intervention; Computer science; Mobile device; Knowledge management; Business; World Wide Web; Medicine; Nursing","score_opus":0.08477415940618863,"score_gpt":0.4555152885863711,"score_spread":0.3707411291801824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028891040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95429474,0.0098835975,0.0011482452,0.017136976,0.0007916248,0.0051938533,0.00005911079,0.00050163816,0.010990221],"genre_scores_gemma":[0.9633723,0.0104094,0.0020814713,0.012580789,0.0011967835,0.008868157,0.00004564795,0.00007337327,0.0013720627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930768,0.0013234176,0.0015899243,0.0012837156,0.00045878367,0.0022673297],"domain_scores_gemma":[0.99388176,0.0012288128,0.0007132576,0.00083441095,0.00027112328,0.0030706066],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031656611,0.00047128944,0.00088312716,0.00032597096,0.0038760954,0.00003359306,0.00026095606,0.00046101268,0.00033665306],"category_scores_gemma":[0.00039930944,0.00042082372,0.000058280584,0.00050213374,0.0005110458,0.00025752137,0.00016998297,0.0014223168,0.00011754096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064727454,0.00047599676,0.07080629,0.01632424,0.00001987097,0.00000271333,0.1492816,0.0000014069645,0.000013325356,0.45254502,0.028237429,0.28164485],"study_design_scores_gemma":[0.0058240155,0.0017072009,0.32188684,0.0005313221,0.000083982704,0.00005529411,0.14998506,0.0015894539,0.000002695988,0.016466977,0.5008881,0.0009790395],"about_ca_topic_score_codex":0.0021480264,"about_ca_topic_score_gemma":0.0005324185,"teacher_disagreement_score":0.47265068,"about_ca_system_score_codex":0.0004286316,"about_ca_system_score_gemma":0.0022692604,"threshold_uncertainty_score":0.99982435},"labels":[],"label_agreement":null},{"id":"W2029089744","doi":"10.2196/mhealth.3394","title":"Knowledge, Attitudes, and Practices Regarding Avian Influenza A (H7N9) Among Mobile Phone Users: A Survey in Zhejiang Province, China","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Mobile phone; Disease control; Environmental health; Medicine; Phone; The Internet; Influenza A virus subtype H5N1; Demography; Family medicine; Geography; Telecommunications; Virology; Computer science","score_opus":0.21000290252075998,"score_gpt":0.4927895766162489,"score_spread":0.2827866740954889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029089744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97349083,0.021489065,0.000003281238,0.0005184335,0.000106239146,0.0022190681,0.000027744733,0.00009072671,0.002054617],"genre_scores_gemma":[0.9943677,0.0032634318,0.00035386215,0.00087717734,0.00023473511,0.0003663594,0.00002212043,0.000045890938,0.00046869894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964427,0.00060940115,0.00069340115,0.0006777524,0.0005124204,0.0010643566],"domain_scores_gemma":[0.99708784,0.0003838945,0.0004883005,0.00040217073,0.0002960773,0.0013417222],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004285511,0.0003297633,0.0008033812,0.0004965589,0.00032236523,0.00009038655,0.00012442395,0.0001940584,0.0000100271345],"category_scores_gemma":[0.0019029583,0.00027641363,0.00003623945,0.0006903726,0.0003379415,0.0005677321,0.00023528798,0.00091921666,0.000022764392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015378059,0.00041033278,0.97808427,0.0032103215,0.000039620936,0.000049384587,0.005674896,0.0000027189762,0.000009993211,0.00003037164,0.0035707513,0.007379516],"study_design_scores_gemma":[0.004939515,0.0010545475,0.97876805,0.0004927744,0.00003283862,0.00003580992,0.00091669644,0.00018154993,0.000008465147,0.000024804962,0.013316106,0.00022885413],"about_ca_topic_score_codex":0.013002033,"about_ca_topic_score_gemma":0.021148013,"teacher_disagreement_score":0.0208769,"about_ca_system_score_codex":0.0005045886,"about_ca_system_score_gemma":0.002117711,"threshold_uncertainty_score":0.9999688},"labels":[],"label_agreement":null},{"id":"W2029996184","doi":"10.2196/mhealth.2688","title":"Bridging the Human Resource Gap in Primary Health Care Delivery Systems of Developing Countries With mHealth: Narrative Literature Review","year":2013,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Bridging (networking); Developing country; Narrative; Health care; Internet privacy; Business; Computer science; World Wide Web; Knowledge management; Medicine; Political science; Nursing; Psychological intervention; Economic growth; Computer security","score_opus":0.09871579587863757,"score_gpt":0.4637685989760542,"score_spread":0.3650528030974166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029996184","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018478384,0.9488313,0.000035558995,0.010053105,0.0004290453,0.038660236,0.0005990733,0.00018027952,0.0010266181],"genre_scores_gemma":[0.00006925241,0.9354242,0.0003476683,0.027014356,0.00087852386,0.03367148,0.002035697,0.00023334454,0.00032547003],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97985727,0.0069559813,0.006978156,0.0017861881,0.0011294975,0.0032928996],"domain_scores_gemma":[0.98582125,0.0019567092,0.007548247,0.001861847,0.001021371,0.0017905846],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0059705935,0.001455525,0.006826708,0.00095666666,0.0047085336,0.00006924775,0.0009653795,0.0011557644,0.00003515693],"category_scores_gemma":[0.00011066373,0.00094776804,0.0002735456,0.0026297092,0.000455213,0.00030248673,0.00032455858,0.0054151556,0.00004961896],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000044917648,0.00004887751,0.0001857927,0.7103383,0.000032419077,0.0000063180014,0.008386798,5.637599e-7,6.2315415e-9,0.004430835,0.040589754,0.2359354],"study_design_scores_gemma":[0.0007603923,0.0003100384,0.00046659305,0.28617978,0.00019313906,0.00006575555,0.0026649022,0.000001946011,5.2704916e-9,0.000009763332,0.7088872,0.00046047475],"about_ca_topic_score_codex":0.0030586564,"about_ca_topic_score_gemma":0.0013471772,"teacher_disagreement_score":0.66829747,"about_ca_system_score_codex":0.004493137,"about_ca_system_score_gemma":0.031714126,"threshold_uncertainty_score":0.99981946},"labels":[],"label_agreement":null},{"id":"W2030290181","doi":"10.2196/mhealth.3017","title":"Going Mobile: How Mobile Personal Health Records Can Improve Health Care During Emergencies","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Medical record; Medical prescription; Health care; Mobile phone; mHealth; Health records; The Internet; eHealth; Business; Mobile technology; Mobile device; Medical emergency; Medicine; Computer science; Nursing; World Wide Web; Telecommunications; Psychological intervention","score_opus":0.04301289162353206,"score_gpt":0.4222363130924083,"score_spread":0.3792234214688762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030290181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92641586,0.030282874,0.0002464754,0.02457059,0.0049833427,0.01102657,0.00042190755,0.00088217546,0.001170198],"genre_scores_gemma":[0.960597,0.011296777,0.00070750475,0.014373859,0.003658419,0.005216377,0.00023243358,0.0002702014,0.003647436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833695,0.0045448327,0.0029398582,0.0019132997,0.0011077876,0.006124706],"domain_scores_gemma":[0.99070936,0.0007633654,0.002615911,0.0011515009,0.00048634224,0.004273531],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005800355,0.0009951089,0.0022893683,0.0006326222,0.007122887,0.00006918869,0.0005195866,0.0006483639,0.00017479785],"category_scores_gemma":[0.00023404213,0.0009516294,0.0002281681,0.0009634781,0.00020546376,0.00034230447,0.0002729422,0.003535589,0.00012264802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009307508,0.0005299033,0.1318463,0.16395284,0.0001306995,0.000011981129,0.24651407,0.00001596703,0.0001624374,0.0025807275,0.07403829,0.37928605],"study_design_scores_gemma":[0.008917146,0.014047644,0.09115923,0.0035091985,0.00007060283,0.00010989461,0.1190627,0.0017287966,0.000025508933,0.00017405432,0.75885713,0.0023380767],"about_ca_topic_score_codex":0.0132596865,"about_ca_topic_score_gemma":0.020974055,"teacher_disagreement_score":0.68481886,"about_ca_system_score_codex":0.0060969368,"about_ca_system_score_gemma":0.015329726,"threshold_uncertainty_score":0.99929345},"labels":[],"label_agreement":null},{"id":"W2032329897","doi":"10.2196/mhealth.3565","title":"Intelligent Glasses, Watches and Vests…Oh My! Rethinking the Meaning of “Harm” in the Age of Wearable Technologies","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; University of British Columbia; University Health Network","funders":"","keywords":"Harm; Wearable technology; Wearable computer; Context (archaeology); Internet privacy; Flexibility (engineering); Meaning (existential); Mental health; Computer science; Mobile device; Data science; World Wide Web; Psychology; Social psychology; History","score_opus":0.16234339923300972,"score_gpt":0.4402860673727739,"score_spread":0.2779426681397642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032329897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96998554,0.0098980665,0.000035860823,0.012783506,0.000342665,0.00084412924,0.00001802301,0.000055259214,0.0060369656],"genre_scores_gemma":[0.99829453,0.0005360017,0.00030113073,0.0005917236,0.000025699192,0.00009741944,0.0000056129943,0.000013524902,0.00013434835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99802744,0.00031093947,0.00072192756,0.00025663426,0.00023985065,0.0004431807],"domain_scores_gemma":[0.99877375,0.0003522509,0.00033800182,0.0003847144,0.000049383503,0.00010187215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021616563,0.00014009971,0.00031376758,0.00014255698,0.00012629612,0.000025042566,0.00029962952,0.00012425531,0.0000053698095],"category_scores_gemma":[0.00013027049,0.00008686092,0.00003682921,0.00034869253,0.00036900988,0.00009990012,0.00011404268,0.00045383433,0.0000051205175],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092074217,0.0018103091,0.07401146,0.00709913,0.00007698657,0.000050066326,0.20662552,0.000007844777,0.000058879898,0.35007203,0.005674778,0.35359225],"study_design_scores_gemma":[0.0040094256,0.00839317,0.3333,0.0038425506,0.0001256936,0.00033184473,0.30054837,0.00015901044,0.001123399,0.31869462,0.028823383,0.0006485258],"about_ca_topic_score_codex":0.0016699894,"about_ca_topic_score_gemma":0.00085154636,"teacher_disagreement_score":0.35294372,"about_ca_system_score_codex":0.000079546386,"about_ca_system_score_gemma":0.00013858429,"threshold_uncertainty_score":0.35420853},"labels":[],"label_agreement":null},{"id":"W2033485503","doi":"10.2196/mhealth.3196","title":"Attitudes and Preferences on the Use of Mobile Health Technology and Health Games for Self-Management: Interviews With Older Adults on Anticoagulation Therapy","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"mHealth; Medicine; Self-management; Mobile technology; Warfarin; Quality of life (healthcare); Health care; Health technology; Family medicine; Nursing; Psychological intervention; Mobile device","score_opus":0.11707666947296524,"score_gpt":0.3835152844484441,"score_spread":0.2664386149754789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033485503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421395,0.020099979,0.00008198686,0.03315603,0.00004549634,0.0043448866,0.00001275484,0.000073829025,0.000045503064],"genre_scores_gemma":[0.94911844,0.03206874,0.0013421838,0.016960023,0.000046239682,0.00040945248,0.000009298251,0.000017449946,0.000028165476],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985506,0.00012862605,0.00041005938,0.0003964425,0.00017529046,0.0003389942],"domain_scores_gemma":[0.998869,0.00024589422,0.00033037062,0.00027839362,0.00009009357,0.00018626422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062164734,0.00019722934,0.000711527,0.00023358208,0.00033898535,0.0000187381,0.00004631051,0.000071778326,0.0000021633607],"category_scores_gemma":[0.0000118099415,0.00010643003,0.000023136923,0.00017655687,0.00014367978,0.000052166957,0.000032810327,0.00017550739,4.0640253e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018423302,0.0009442558,0.05573383,0.011375422,0.00025725624,7.277325e-7,0.0061925454,0.0000018746965,0.00000222229,0.013568876,0.007994544,0.90208614],"study_design_scores_gemma":[0.0077037523,0.031926133,0.86761254,0.004160013,0.00016388037,0.000031949257,0.0022483605,0.00051360845,0.000034822686,0.00035654244,0.08499513,0.00025326322],"about_ca_topic_score_codex":0.00014479684,"about_ca_topic_score_gemma":0.00014346412,"teacher_disagreement_score":0.9018329,"about_ca_system_score_codex":0.000013788487,"about_ca_system_score_gemma":0.00009470065,"threshold_uncertainty_score":0.43400908},"labels":[],"label_agreement":null},{"id":"W2036311310","doi":"10.2196/mhealth.3789","title":"Patient Engagement With a Mobile Web-Based Telemonitoring System for Heart Failure Self-Management: A Pilot Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; mHealth; Telemedicine; Medical emergency; Blood pressure; Physical therapy; Health care; Psychological intervention; Nursing; Internal medicine","score_opus":0.04761004465962951,"score_gpt":0.34170601433837916,"score_spread":0.2940959696787496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036311310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97820926,0.00034693355,0.0002162618,0.0033548926,0.00028080677,0.016396262,0.000016500187,0.0005835088,0.00059559563],"genre_scores_gemma":[0.9710013,0.000019777799,0.02219687,0.0006611391,0.00022269494,0.0056794803,0.00003527038,0.000057824,0.0001256326],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972804,0.00018997087,0.0005216413,0.00062980625,0.0005981297,0.00078003923],"domain_scores_gemma":[0.99809986,0.000067707326,0.00016434013,0.0004874845,0.00016377728,0.0010168458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00096744456,0.0003548244,0.00060010335,0.0002873555,0.00037293695,0.000053696487,0.00006621007,0.00004527706,0.000005073744],"category_scores_gemma":[0.0000072722823,0.00026321175,0.00004833417,0.0003208113,0.000027099419,0.00008807213,0.00006184402,0.00021070441,0.000020760383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032996327,0.05681927,0.4993049,0.08919238,0.0029113342,0.0010327969,0.02927696,0.00048686616,0.00006885687,0.0025549645,0.22906367,0.05629168],"study_design_scores_gemma":[0.056514766,0.14487725,0.02460435,0.0011187014,0.0019110562,0.00006300471,0.046429288,0.0014576836,0.00005923959,0.00000830048,0.722189,0.00076732034],"about_ca_topic_score_codex":0.00012988968,"about_ca_topic_score_gemma":0.00008744858,"teacher_disagreement_score":0.49312538,"about_ca_system_score_codex":0.00063734234,"about_ca_system_score_gemma":0.00051518425,"threshold_uncertainty_score":0.999982},"labels":[],"label_agreement":null},{"id":"W2038531431","doi":"10.2196/mhealth.3232","title":"Texting Teens in Transition: The Use of Text Messages in Clinical Intervention Research","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta; Athabasca University","funders":"Hospital for Sick Children; University of Alberta; Children's Hospital Foundation; Stollery Children’s Hospital Foundation; Women and Children's Health Research Institute; Children's Health Research Institute; American Heart Association","keywords":"Intervention (counseling); Short Message Service; Population; mHealth; Medicine; Text message; Text messaging; Family medicine; Psychology; Psychological intervention; Nursing; Internet privacy; Computer science","score_opus":0.3919222611183638,"score_gpt":0.5980394333175948,"score_spread":0.20611717219923098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038531431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606855,0.00087730016,0.00039698227,0.030828275,0.00035054775,0.0056538065,0.000027456848,0.000052191328,0.0011279241],"genre_scores_gemma":[0.9860873,0.0041269995,0.00049788516,0.0048554586,0.0004045542,0.0036660368,0.000032602078,0.000033140117,0.00029600487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98689383,0.0074432255,0.0031041815,0.00061807735,0.00046738563,0.0014733138],"domain_scores_gemma":[0.99210256,0.005602602,0.0006766105,0.0006645799,0.00028291476,0.000670728],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.021063354,0.00019896451,0.00068018446,0.00055193243,0.0010301091,0.000013806462,0.00025658283,0.00042566852,0.00009065181],"category_scores_gemma":[0.0012452279,0.0001537048,0.00008350477,0.0011833939,0.00034084878,0.00018971635,0.0001017478,0.0029311846,0.000047201193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009925104,0.0011060237,0.39174712,0.011859318,0.0000073345163,0.0000029916046,0.010421352,0.000045857738,0.000010263743,0.0411372,0.01733318,0.52533686],"study_design_scores_gemma":[0.0029006845,0.00047411036,0.86194307,0.0010332757,0.000009768971,0.0000027228525,0.0031439392,0.00252981,8.207055e-7,0.0018125245,0.12602286,0.00012639265],"about_ca_topic_score_codex":0.006716953,"about_ca_topic_score_gemma":0.012459926,"teacher_disagreement_score":0.52521044,"about_ca_system_score_codex":0.00025748572,"about_ca_system_score_gemma":0.0011055293,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W2039119864","doi":"10.2196/mhealth.2709","title":"“Let’s get Wasted!” and Other Apps: Characteristics, Acceptability, and Use of Alcohol-Related Smartphone Applications","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Burnet Institute","keywords":"mHealth; Android (operating system); Internet privacy; Health promotion; Social media; App store; Promotion (chess); Advertising; Medicine; Psychology; World Wide Web; Public health; Computer science; Psychological intervention; Business; Nursing","score_opus":0.08396300865883441,"score_gpt":0.42699317685223825,"score_spread":0.3430301681934038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039119864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721861,0.0028114466,0.0003267238,0.009717753,0.00025995696,0.012834452,0.00048966514,0.00021423021,0.0011597087],"genre_scores_gemma":[0.9599767,0.010012357,0.0021444426,0.011707426,0.00030511417,0.0148906885,0.00014925575,0.00008839371,0.0007256499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99481875,0.0005981126,0.0020964697,0.0008703021,0.00029614952,0.0013202169],"domain_scores_gemma":[0.9946943,0.0010692503,0.0010974797,0.0008051433,0.0003510047,0.001982837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012397997,0.0003967211,0.00091807306,0.00028750356,0.0014326684,0.000037540856,0.00017167877,0.00051362603,0.0006158572],"category_scores_gemma":[0.00016184033,0.00036035568,0.00004913025,0.00045863588,0.00047957376,0.00031142574,0.0002145204,0.0010228237,0.00014068167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016630637,0.00041845633,0.62071615,0.012012632,0.000032400592,5.1793984e-7,0.0031284187,3.66623e-7,0.00007569349,0.018044427,0.010993985,0.33441064],"study_design_scores_gemma":[0.0015173451,0.0001735786,0.73561823,0.00014493978,0.000050550283,0.000011164839,0.000691984,0.00029545362,0.0000019641375,0.0017487352,0.25950274,0.00024331818],"about_ca_topic_score_codex":0.0054295724,"about_ca_topic_score_gemma":0.00034687584,"teacher_disagreement_score":0.3341673,"about_ca_system_score_codex":0.00014260336,"about_ca_system_score_gemma":0.0009044171,"threshold_uncertainty_score":0.99988484},"labels":[],"label_agreement":null},{"id":"W2039184942","doi":"10.2196/mhealth.3672","title":"Exploring the Far Side of Mobile Health: Information Security and Privacy of Mobile Health Apps on iOS and Android","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":262,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität zu Köln","keywords":"mHealth; Android (operating system); Internet privacy; Computer science; Private information retrieval; Information privacy; Mobile device; Computer security; World Wide Web; Health care","score_opus":0.16447809727369844,"score_gpt":0.448316514839504,"score_spread":0.2838384175658056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039184942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95745784,0.013726295,0.00016429479,0.009336641,0.00055357214,0.017505465,0.00038782135,0.00014666683,0.0007214053],"genre_scores_gemma":[0.92164177,0.049297985,0.00046378077,0.009763139,0.0002318439,0.018413069,0.00011453588,0.000044429085,0.000029470099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99287325,0.0012558706,0.0030464183,0.0006085971,0.0006753168,0.0015405653],"domain_scores_gemma":[0.99262214,0.0010223048,0.002455463,0.00088278035,0.00041128777,0.0026060333],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005652919,0.0004336276,0.0013159353,0.00043444862,0.0017119667,0.000019526704,0.0002717139,0.00023258703,0.000012719456],"category_scores_gemma":[0.0002785406,0.00034169518,0.000061849285,0.0006801269,0.00034359432,0.0005814456,0.00024496493,0.0012820637,0.00001859363],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011896625,0.000640446,0.01533856,0.040094793,0.00003309523,7.833345e-7,0.11256299,0.000043847365,0.00000872653,0.02568748,0.0121430075,0.7922566],"study_design_scores_gemma":[0.009605689,0.016269177,0.12337173,0.0023522375,0.00006785491,0.0000539167,0.07207197,0.0012495079,0.000036628036,0.0039440994,0.7701715,0.0008056861],"about_ca_topic_score_codex":0.005291645,"about_ca_topic_score_gemma":0.0005334347,"teacher_disagreement_score":0.7914509,"about_ca_system_score_codex":0.00043029906,"about_ca_system_score_gemma":0.00478877,"threshold_uncertainty_score":0.9999035},"labels":[],"label_agreement":null},{"id":"W2047097182","doi":"10.2196/mhealth.3335","title":"Behavioral Functionality of Mobile Apps in Health Interventions: A Systematic Review of the Literature","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":583,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Psychological intervention; mHealth; Internet privacy; Mobile device; Phone; Mobile technology; Mobile apps; Computer science; Medicine; World Wide Web; Nursing","score_opus":0.1984509827895488,"score_gpt":0.5623222332473579,"score_spread":0.36387125045780905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047097182","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002946675,0.9538143,0.000009897528,0.0008213479,0.00073766726,0.043037217,0.0013308196,0.00005259154,0.00016667438],"genre_scores_gemma":[0.000062720144,0.948014,0.00012163215,0.0020723497,0.00017336191,0.048416637,0.000578187,0.000078810815,0.00048225105],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9788013,0.0077109556,0.01042891,0.00086376385,0.0008753357,0.0013197424],"domain_scores_gemma":[0.9849404,0.0009823068,0.01024262,0.0018384189,0.00079034927,0.0012058794],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012683923,0.0007014531,0.0076596215,0.0006159483,0.00064160506,0.000007919913,0.0007420334,0.0008330707,0.000091880334],"category_scores_gemma":[0.00053116144,0.00045957827,0.0008735775,0.0026471955,0.00022493885,0.000117614254,0.00031177903,0.002972817,0.000029131312],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017788636,0.00040940545,0.00007754598,0.91988796,0.000019135592,4.7473046e-7,0.0006536518,9.093504e-8,2.515674e-9,0.0015511782,0.0051305764,0.07225219],"study_design_scores_gemma":[0.00041285407,0.00025537165,0.00007951046,0.6627865,0.00044991722,0.00001543879,0.0003013118,9.657426e-7,2.7670337e-9,0.00012388016,0.33542034,0.00015391213],"about_ca_topic_score_codex":0.00091286685,"about_ca_topic_score_gemma":0.00045005558,"teacher_disagreement_score":0.33028975,"about_ca_system_score_codex":0.0014164618,"about_ca_system_score_gemma":0.015861029,"threshold_uncertainty_score":0.9997856},"labels":[],"label_agreement":null},{"id":"W2047287951","doi":"10.2196/mhealth.3215","title":"Efficiency and Usability of a Near Field Communication-Enabled Tablet for Medication Administration","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Brigham and Women's Hospital","keywords":"Usability; Near field communication; Medicine; Computer science; Psychology; Human–computer interaction; Telecommunications","score_opus":0.08316792936242473,"score_gpt":0.4652917235036404,"score_spread":0.38212379414121567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047287951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9197299,0.0004535901,0.033294916,0.0413889,0.00028640367,0.0025682135,0.000043192344,0.00006691178,0.0021680042],"genre_scores_gemma":[0.9934115,0.000518443,0.0023217234,0.0030597365,0.000072422474,0.00038522106,0.00011444599,0.000008879506,0.000107653046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979511,0.0005032472,0.0007650703,0.0002479788,0.00018743267,0.00034518715],"domain_scores_gemma":[0.99669456,0.0017430071,0.00065505353,0.00038928288,0.0001738958,0.0003442239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002633556,0.00010275998,0.00027870658,0.00006014586,0.001013305,0.0000019772162,0.00011566825,0.00018812659,0.000044598866],"category_scores_gemma":[0.0012199004,0.0000912369,0.000022150713,0.00014513225,0.00017407112,0.000103263774,0.00003697571,0.00029211398,0.000004082916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003539411,0.0019191947,0.5220259,0.044987187,0.000051670588,1.9567527e-7,0.061095715,0.000044599594,0.00020160124,0.19443068,0.03004564,0.14165825],"study_design_scores_gemma":[0.0064812363,0.0032386002,0.73643845,0.00081357866,0.00012503775,0.0000035482155,0.0047159144,0.028344495,0.00007861766,0.00973992,0.20963252,0.00038807048],"about_ca_topic_score_codex":0.00022269713,"about_ca_topic_score_gemma":0.00018175718,"teacher_disagreement_score":0.21441261,"about_ca_system_score_codex":0.000051768136,"about_ca_system_score_gemma":0.0008537657,"threshold_uncertainty_score":0.77936256},"labels":[],"label_agreement":null},{"id":"W2048011101","doi":"10.2196/mhealth.3120","title":"Investigating the Use of Smartphones for Learning Purposes by Australian Dental Students","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile device; Psychological intervention; The Internet; Multimedia; Internet privacy; Computer science; Mobile phone; Psychology; Human–computer interaction; World Wide Web; Telecommunications","score_opus":0.16082661548118599,"score_gpt":0.48698112885071904,"score_spread":0.32615451336953305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048011101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800053,0.00047425504,0.00094977405,0.0101579735,0.0005193114,0.0074649644,0.00015276985,0.00014059833,0.00013503095],"genre_scores_gemma":[0.97215253,0.0013712397,0.002618375,0.011445437,0.0005486077,0.009155521,0.00022219564,0.00007029476,0.0024157742],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518704,0.0010819099,0.0014624484,0.00051215856,0.0004296702,0.001326795],"domain_scores_gemma":[0.99447054,0.0026204851,0.0011164754,0.00043682577,0.0002248933,0.001130769],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002535915,0.00027541383,0.0005651627,0.00012043353,0.0031365764,0.000030407404,0.00031810306,0.0002708574,0.000036211477],"category_scores_gemma":[0.0007524824,0.00020872145,0.000070396105,0.00033323443,0.00023626404,0.00016714026,0.00011903011,0.0009864261,0.000025612195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017651862,0.00022103506,0.7724044,0.0092448,0.00002010679,1.12205264e-7,0.0032609834,0.000021362186,0.00015619936,0.007949564,0.13705352,0.069491394],"study_design_scores_gemma":[0.001991305,0.0005559608,0.20054562,0.00029788088,0.000054898435,0.0000028990423,0.0017608445,0.0006971311,0.000019344921,0.000550258,0.79332066,0.00020322295],"about_ca_topic_score_codex":0.0017316694,"about_ca_topic_score_gemma":0.0005414156,"teacher_disagreement_score":0.6562671,"about_ca_system_score_codex":0.0001422698,"about_ca_system_score_gemma":0.0007345251,"threshold_uncertainty_score":0.9981612},"labels":[],"label_agreement":null},{"id":"W2048597608","doi":"10.2196/mhealth.3425","title":"Enabling Psychiatrists to be Mobile Phone App Developers: Insights Into App Development Methodologies","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"World Wide Web; Computer science; mHealth; App store; Mobile phone; RSS; Internet privacy; Multimedia; Phone; Mobile apps; Mobile Web; Mobile device; Health care; Mobile technology","score_opus":0.1399869305645901,"score_gpt":0.4841945086717522,"score_spread":0.34420757810716207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048597608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89454395,0.008829187,0.042529196,0.024852969,0.003095462,0.017861294,0.000029421091,0.0016869648,0.006571541],"genre_scores_gemma":[0.5680217,0.009358466,0.26062533,0.1020247,0.002284817,0.054650042,0.0002811194,0.0002414957,0.0025123178],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99102384,0.0017402917,0.002540933,0.0014621044,0.000650006,0.0025828127],"domain_scores_gemma":[0.992393,0.001766625,0.0008667423,0.0010188187,0.00044359246,0.0035111886],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005066486,0.0006453093,0.0012073684,0.00073717575,0.004702036,0.000036255336,0.0005520801,0.0006526802,0.00015172533],"category_scores_gemma":[0.0006076131,0.0005703885,0.00007899674,0.0013197213,0.00013903336,0.00020900797,0.00035729658,0.0015439097,0.00077952107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008457746,0.0003943857,0.007708008,0.015901044,0.000038373597,0.0000025239494,0.051761314,0.000036323447,0.00014451843,0.019866485,0.06692893,0.8363723],"study_design_scores_gemma":[0.0018503609,0.00041980666,0.024296185,0.0002581399,0.000029172263,0.0000047566245,0.0050893035,0.00009124257,0.00004699106,0.0020136896,0.96535873,0.0005416328],"about_ca_topic_score_codex":0.0010175155,"about_ca_topic_score_gemma":0.0021440769,"teacher_disagreement_score":0.8984298,"about_ca_system_score_codex":0.0007562846,"about_ca_system_score_gemma":0.005159779,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W2053771393","doi":"10.2196/mhealth.3123","title":"Privacy-Related Context Information for Ubiquitous Health","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Internet privacy; Ubiquitous computing; Computer science; Health information; mHealth; Business; World Wide Web; Health care; Medicine; Geography; Human–computer interaction; Psychological intervention; Nursing; Political science","score_opus":0.046612896417274036,"score_gpt":0.34064924541419017,"score_spread":0.2940363489969161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053771393","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094699375,0.00094133127,0.8500201,0.0461103,0.0019485963,0.0039362637,0.000058902,0.00086927443,0.0014158767],"genre_scores_gemma":[0.98517483,0.00011325033,0.0028884364,0.0113091245,0.00014120442,0.00023070403,0.00004246135,0.000013682565,0.000086275686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974408,0.00029884718,0.00086970255,0.00039565624,0.0002897765,0.0007051789],"domain_scores_gemma":[0.9975709,0.00039223424,0.0006630163,0.0005188338,0.0002048597,0.0006501558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018157163,0.00021200105,0.00046751145,0.00024415445,0.0005277545,0.00019251514,0.00039419567,0.00013112724,0.000005460989],"category_scores_gemma":[0.00014894291,0.00020346564,0.000068458285,0.00032842264,0.000042999254,0.0012892566,0.00011253587,0.00023439767,0.000079745536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033008997,0.00005346476,0.00031505388,0.0010003792,0.0000080484915,1.5183389e-7,0.0045659808,0.0000012891335,0.0000023294524,0.029043285,0.0087134065,0.9562636],"study_design_scores_gemma":[0.007173528,0.003272944,0.0318822,0.0003883404,0.000019587553,0.00017808247,0.00075833563,0.07339666,0.000050449362,0.011774999,0.8702443,0.000860544],"about_ca_topic_score_codex":0.0003622917,"about_ca_topic_score_gemma":0.000102007434,"teacher_disagreement_score":0.95540303,"about_ca_system_score_codex":0.0001897545,"about_ca_system_score_gemma":0.0006747236,"threshold_uncertainty_score":0.8297088},"labels":[],"label_agreement":null},{"id":"W2054841299","doi":"10.2196/mhealth.3233","title":"Feasibility and User Perception of a Fully Automated Push-Based Multiple-Session Alcohol Intervention for University Students: Randomized Controlled Trial","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Intervention (counseling); Short Message Service; Psychological intervention; Randomized controlled trial; mHealth; Brief intervention; Medicine; Psychology; Nursing; Computer science; World Wide Web","score_opus":0.05342992887026898,"score_gpt":0.4020441716267064,"score_spread":0.34861424275643743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054841299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98794746,0.00018686091,0.0011439825,0.00059747207,0.00016888525,0.009802924,0.0000073989077,0.00012790255,0.000017133523],"genre_scores_gemma":[0.99821675,0.00022598253,0.00088049535,0.0002349588,0.00005758473,0.00014426793,0.00007505317,0.000012131042,0.00015275629],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99807316,0.00055301504,0.0005949938,0.00030425342,0.0002338028,0.00024075074],"domain_scores_gemma":[0.99813956,0.0008652878,0.00042896098,0.00017817173,0.00014747704,0.00024055722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019472906,0.00017181228,0.001292584,0.00016299907,0.00015398141,0.000011290888,0.000045981757,0.00012376092,0.000018656487],"category_scores_gemma":[0.0004180549,0.00012018381,0.00026281475,0.00009684117,0.00010982891,0.00008859753,0.0000143347725,0.00009367135,8.875173e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8617413,0.0007162561,0.13407849,0.00064850756,0.000066372864,7.1507e-7,0.00044513814,7.81166e-7,0.00003588213,0.00004310608,0.00011031838,0.0021131295],"study_design_scores_gemma":[0.85044247,0.0013495506,0.13776171,0.0002020562,0.0004997537,0.0000011535695,0.0006232265,0.008966604,0.000006973485,0.00002061224,0.00005204546,0.00007382795],"about_ca_topic_score_codex":0.000079187885,"about_ca_topic_score_gemma":0.00010053673,"teacher_disagreement_score":0.011298829,"about_ca_system_score_codex":0.00017166285,"about_ca_system_score_gemma":0.00013255067,"threshold_uncertainty_score":0.49009538},"labels":[],"label_agreement":null},{"id":"W2057172862","doi":"10.2196/mhealth.2550","title":"The Architecture of an Automatic eHealth Platform With Mobile Client for Cerebrovascular Disease Detection","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medical Image Segmentation Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; People’s Liberation Army Navy General Hospital; National Natural Science Foundation of China","keywords":"Computer science; Artificial intelligence; Image segmentation; Segmentation; Computer vision; Rendering (computer graphics)","score_opus":0.01849229371031273,"score_gpt":0.33027570150418467,"score_spread":0.3117834077938719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057172862","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39094692,0.00025710542,0.6046903,0.0009342154,0.00008289662,0.002871295,0.000009156006,0.00019527979,0.000012797047],"genre_scores_gemma":[0.87460613,0.00023676934,0.12119119,0.0016079318,0.00007855528,0.0022181226,0.00001550801,0.000020364205,0.000025423496],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982574,0.00011476432,0.00044761208,0.0003455898,0.0003788305,0.00045580912],"domain_scores_gemma":[0.9980556,0.00020071915,0.0002803752,0.0005622575,0.00012422011,0.00077682594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006971172,0.00014541204,0.00020982939,0.00009215882,0.00045631416,0.0000910573,0.00033860063,0.000049247927,0.0000060602906],"category_scores_gemma":[0.000036923146,0.00008697797,0.000041320684,0.00022741036,0.00012819121,0.00035938213,0.000048740407,0.0001748011,0.000002301864],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003458341,0.00013211953,0.00015962287,0.0012258724,0.0000071670647,3.6228474e-7,0.00084779086,0.0000138622145,0.00003548504,0.0006047301,0.0001901733,0.9967482],"study_design_scores_gemma":[0.0092508765,0.021588156,0.3093328,0.00070939836,0.00016510177,0.00012527948,0.0021567794,0.6011474,0.0074577034,0.04088564,0.005891366,0.0012894998],"about_ca_topic_score_codex":0.0001859562,"about_ca_topic_score_gemma":0.00006937851,"teacher_disagreement_score":0.9954587,"about_ca_system_score_codex":0.00007639062,"about_ca_system_score_gemma":0.00038025665,"threshold_uncertainty_score":0.35468584},"labels":[],"label_agreement":null},{"id":"W2060443659","doi":"10.2196/mhealth.2536","title":"User Behavior Shift Detection in Ambient Assisted Living Environments","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eusko Jaurlaritza; Middlesex University; Washington State University","keywords":"Assisted living; Computer science; Activities of daily living; Ambient intelligence; Key (lock); Depression (economics); Human–computer interaction; Psychology; Medicine; Computer security; Gerontology; Psychiatry","score_opus":0.04721506972740363,"score_gpt":0.3205489651985068,"score_spread":0.27333389547110315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060443659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792885,0.000114409806,0.018215016,0.0007645167,0.00037771568,0.0010356645,0.00000247446,0.000095162075,0.00010650995],"genre_scores_gemma":[0.99804777,0.000049256447,0.0004406061,0.00066646805,0.000057603047,0.0005881216,0.000001918135,0.000012593998,0.00013567744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99797136,0.0002860348,0.00044824617,0.0004982572,0.0002857406,0.0005103589],"domain_scores_gemma":[0.99888366,0.00014744267,0.00020928746,0.00035762182,0.000019566496,0.00038238842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005002581,0.00016272684,0.00024468024,0.00022760464,0.00019580618,0.00014374891,0.00021456023,0.00011000903,0.00003643352],"category_scores_gemma":[0.000022694758,0.00016264018,0.000034526765,0.00028981356,0.000029832463,0.0007850146,0.00013324305,0.00026884867,0.00016715514],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000095044,0.00061525544,0.12422573,0.000240852,0.0000052462033,0.000008870885,0.0024254231,8.8966976e-7,0.001031383,0.0001179183,0.00017878917,0.8711401],"study_design_scores_gemma":[0.00034123243,0.0001448305,0.996767,0.00006521232,0.0000043313053,0.00002600605,0.00008381125,0.0011031759,0.00009055977,0.0000455528,0.0011800261,0.00014827639],"about_ca_topic_score_codex":0.0022468127,"about_ca_topic_score_gemma":0.0009820944,"teacher_disagreement_score":0.87254125,"about_ca_system_score_codex":0.00026728082,"about_ca_system_score_gemma":0.00009688856,"threshold_uncertainty_score":0.66322744},"labels":[],"label_agreement":null},{"id":"W2064272087","doi":"10.2196/mhealth.3745","title":"Preferences for a Mobile HIV Prevention App for Men Who Have Sex With Men","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of Washington; Emory University","keywords":"Men who have sex with men; Psychological intervention; Focus group; mHealth; Medicine; Population; Mobile phone; Gerontology; Family medicine; Psychology; Human immunodeficiency virus (HIV); Computer science; Environmental health; Nursing","score_opus":0.05324148127881491,"score_gpt":0.42018804393273385,"score_spread":0.36694656265391895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064272087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.630408,0.002513588,0.16392598,0.018691074,0.000052118397,0.03275151,0.0007092776,0.0003809047,0.15056755],"genre_scores_gemma":[0.76208866,0.00056695257,0.004168912,0.00058215234,0.00060685707,0.008182406,0.00052723987,0.000057711874,0.22321911],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836606,0.00010340678,0.00035265842,0.0003649812,0.00022610258,0.0005867719],"domain_scores_gemma":[0.9986956,0.00016525543,0.00014140594,0.00022538658,0.00015846854,0.0006138429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008761872,0.00014803851,0.00038003133,0.00013179549,0.00029178197,0.000031509677,0.00007588863,0.0000860653,0.000049231385],"category_scores_gemma":[0.0000831303,0.00010597502,0.000077681616,0.000086142965,0.0000716785,0.00010315654,0.000019114133,0.00016088602,0.0000068564177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026604517,0.0006045517,0.00817466,0.010512984,0.00008599698,4.3413377e-7,0.0017351075,0.0000026018472,0.000044221597,0.0015718751,0.6763522,0.2982549],"study_design_scores_gemma":[0.027584352,0.14321621,0.040841296,0.0020964718,0.00047383687,0.000058652146,0.00779023,0.19749469,0.000469305,0.00711342,0.5721851,0.00067646586],"about_ca_topic_score_codex":0.00013016477,"about_ca_topic_score_gemma":0.00019528672,"teacher_disagreement_score":0.29757842,"about_ca_system_score_codex":0.000072597126,"about_ca_system_score_gemma":0.00038707512,"threshold_uncertainty_score":0.43215358},"labels":[],"label_agreement":null},{"id":"W2066444411","doi":"10.2196/mhealth.2522","title":"A Text Message Delivered Smoking Cessation Intervention: The Initial Trial of TXT-2-Quit: Randomized Controlled Trial","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Smoking cessation; Abstinence; Randomized controlled trial; Short Message Service; Intervention (counseling); Psychological intervention; Medicine; mHealth; Peer support; Odds; Physical therapy; Psychiatry; Logistic regression; Computer science; Internal medicine","score_opus":0.06172290538033738,"score_gpt":0.399530333954367,"score_spread":0.3378074285740296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066444411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824498,0.000252045,0.00022519488,0.0023540135,0.0011374512,0.012372086,0.000007145377,0.000053055348,0.0011491602],"genre_scores_gemma":[0.9957744,0.00030914712,0.000026883068,0.0005421735,0.00080077903,0.0022680762,0.00006407573,0.000020198138,0.00019425836],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963752,0.00096365233,0.0014444342,0.0002803446,0.0005899976,0.00034634088],"domain_scores_gemma":[0.9975473,0.00070924667,0.0009693204,0.00028391698,0.00026136922,0.00022878894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034575998,0.00020662998,0.00137248,0.0001833912,0.00026242455,0.000056443077,0.0000964966,0.00019820883,0.00067262206],"category_scores_gemma":[0.0004675632,0.0001255646,0.0003789531,0.00020912719,0.00018713973,0.00017196075,0.00003013341,0.0003710139,0.0000040638433],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9759619,0.0004739251,0.00045468583,0.00035489784,0.000081965685,0.0000013020219,0.0011619584,4.3129063e-7,0.000010091521,0.0005598031,0.0004233717,0.02051565],"study_design_scores_gemma":[0.9858149,0.0017981358,0.009892279,0.00017643126,0.0007743686,0.000010174044,0.0006163358,0.0002584149,0.000026856103,0.00043601336,0.00009667614,0.00009939647],"about_ca_topic_score_codex":0.00088597357,"about_ca_topic_score_gemma":0.000017945116,"teacher_disagreement_score":0.020416254,"about_ca_system_score_codex":0.00010395275,"about_ca_system_score_gemma":0.0003471118,"threshold_uncertainty_score":0.73647404},"labels":[],"label_agreement":null},{"id":"W2067164643","doi":"10.2196/mhealth.3250","title":"ClereMed: Lessons Learned From a Pilot Study of a Mobile Screening Tool to Identify and Support Adults Who Have Difficulty With Medication Labels","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Communitech; McMaster University; University of Waterloo","funders":"University of Waterloo","keywords":"Usability; Cognition; Medical prescription; Reading (process); Literacy; Pharmacy; Medicine; Psychology; Computer science; Family medicine; Human–computer interaction; Nursing; Psychiatry","score_opus":0.15319102833645226,"score_gpt":0.49721715850561427,"score_spread":0.344026130169162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067164643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98932993,0.00006817367,0.0025347448,0.002907529,0.00013016358,0.004401344,0.00017100765,0.00009742568,0.00035969634],"genre_scores_gemma":[0.9909202,0.00020888049,0.0013854118,0.0058962824,0.00019247792,0.0010116852,0.00015341135,0.000028647028,0.00020300072],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945148,0.001126458,0.002236286,0.00068130146,0.0006103874,0.000830743],"domain_scores_gemma":[0.99600166,0.00068415643,0.0012621644,0.0006410209,0.0004145994,0.0009964232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036631897,0.00028338932,0.0007728391,0.00023023905,0.0011725075,0.00004298548,0.00021387155,0.00016178105,0.00011709227],"category_scores_gemma":[0.00035797112,0.00021667792,0.000020156094,0.00033142805,0.00008818187,0.0007847225,0.00016191136,0.00081020687,0.000022804872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045116977,0.0014377419,0.6139734,0.006353184,0.00003665931,0.0000012226325,0.107588656,0.000009854258,0.000033251807,0.0004892524,0.0027369384,0.26282817],"study_design_scores_gemma":[0.00538753,0.0057044686,0.96536344,0.0007448531,0.000037045673,0.0000011737255,0.015280801,0.0014927445,0.000003784622,0.00009420031,0.005671345,0.00021862348],"about_ca_topic_score_codex":0.005181185,"about_ca_topic_score_gemma":0.002812784,"teacher_disagreement_score":0.35139006,"about_ca_system_score_codex":0.00011406875,"about_ca_system_score_gemma":0.0006071861,"threshold_uncertainty_score":0.9018098},"labels":[],"label_agreement":null},{"id":"W2069909818","doi":"10.2196/mhealth.3854","title":"SMSaúde: Design, Development, and Implementation of a Remote/Mobile Patient Management System to Improve Retention in Care for HIV/AIDS and Tuberculosis Patients","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Short Message Service; mHealth; Computer science; Usability; Mobile phone; Focus group; Mobile technology; Scalability; World Wide Web; Medicine; Mobile device; Nursing; Database; Telecommunications","score_opus":0.05776954632478696,"score_gpt":0.42189044471829495,"score_spread":0.364120898393508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069909818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675705,0.0013902172,0.0056684124,0.00042051866,0.0003074718,0.024207383,0.00020102582,0.000065253604,0.0001692507],"genre_scores_gemma":[0.9154807,0.0006785069,0.06419886,0.0010257665,0.000067330955,0.01824349,0.00021820261,0.000044544773,0.000042630378],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99605477,0.00039921585,0.0016002952,0.0006871449,0.00031569757,0.00094285916],"domain_scores_gemma":[0.997191,0.00018415156,0.0006189265,0.0003020396,0.000420271,0.0012835902],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015209443,0.00026702927,0.0005465619,0.0004172946,0.00069793226,0.000011597153,0.000086048036,0.00019999497,0.0000035412033],"category_scores_gemma":[0.00003952394,0.0002580344,0.000024245524,0.00037069892,0.000035092577,0.00012247842,0.00013467214,0.00025110412,0.000006279083],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007179832,0.00011081059,0.059279464,0.032682583,0.000012186757,6.534427e-7,0.029313525,0.0000038004687,0.0000097709035,0.0021405143,0.0013803886,0.87434834],"study_design_scores_gemma":[0.024802854,0.008103826,0.53834087,0.0031971538,0.00022215866,0.000005376402,0.29096678,0.00080761383,0.00017910558,0.00053648435,0.13184169,0.000996066],"about_ca_topic_score_codex":0.0008467944,"about_ca_topic_score_gemma":0.00068572,"teacher_disagreement_score":0.8733522,"about_ca_system_score_codex":0.0008750575,"about_ca_system_score_gemma":0.0009587635,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W2072547111","doi":"10.2196/mhealth.3136","title":"Study of the Usability of Spaced Retrieval Exercise Using Mobile Devices for Alzheimer’s Disease Rehabilitation","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Rehabilitation; Computer science; Competence (human resources); Task (project management); Psychology; Disease; Human–computer interaction; Multimedia; Medicine; Physical therapy; Social psychology; Engineering","score_opus":0.07505198628602662,"score_gpt":0.4425104099173334,"score_spread":0.3674584236313068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072547111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933564,0.0004759223,0.000036437563,0.00062011345,0.00006293847,0.0053854445,0.000019805642,0.0000099175,0.000032992968],"genre_scores_gemma":[0.9993569,0.0000340253,0.00029318532,0.00010518071,0.00004361,0.0001335491,0.0000065098375,0.00001070059,0.000016329494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833333,0.00027445972,0.00045419997,0.0002633728,0.00040246025,0.00027216328],"domain_scores_gemma":[0.9984461,0.00035517255,0.00024337218,0.00031800315,0.00032013954,0.00031718693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015119815,0.00010181833,0.00034340995,0.000081064005,0.00016069412,0.0000058518176,0.00006744438,0.000037179583,0.000011746612],"category_scores_gemma":[0.00032481892,0.00006893246,0.000071641174,0.00024664745,0.00014990437,0.000058259815,0.000044562883,0.00010359976,3.0794928e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032468173,0.0017208909,0.9780954,0.004047664,0.00002094323,1.7886751e-7,0.0015438135,0.000004369691,0.00011834378,0.00004544978,0.00004838878,0.011107719],"study_design_scores_gemma":[0.0027432654,0.0045794677,0.98792565,0.00019471026,0.00040280257,6.1330286e-7,0.0029276523,0.0007488401,0.00016253846,0.00016512441,0.00009770093,0.000051639618],"about_ca_topic_score_codex":0.0001658817,"about_ca_topic_score_gemma":0.000041434098,"teacher_disagreement_score":0.0110560795,"about_ca_system_score_codex":0.000043014563,"about_ca_system_score_gemma":0.00042755294,"threshold_uncertainty_score":0.2810984},"labels":[],"label_agreement":null},{"id":"W2072990923","doi":"10.2196/mhealth.3262","title":"Exploring the Usability of a Mobile App for Adolescent Obesity Management","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Board; Vodafone Foundation","keywords":"Mobile apps; Usability; mHealth; Obesity; Psychological intervention; Intervention (counseling); Weight management; Sedentary behavior; Mobile technology; Behavior change; Physical activity; Internet privacy; Medicine; Mobile device; Computer science; World Wide Web; Physical therapy; Human–computer interaction; Weight loss; Nursing","score_opus":0.1601892197699371,"score_gpt":0.45382118965529256,"score_spread":0.29363196988535545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072990923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587219,0.0009035538,0.0070255175,0.0063609234,0.0011032396,0.022434643,0.00011537315,0.0002355834,0.003099298],"genre_scores_gemma":[0.9354601,0.0040563433,0.001803982,0.005404551,0.00056552317,0.05233524,0.000036322468,0.00004042353,0.00029753646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99538136,0.0007430471,0.0015651074,0.00062617136,0.0003353232,0.0013490254],"domain_scores_gemma":[0.99592936,0.0012360929,0.0007223332,0.0009346553,0.00023452916,0.0009430456],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046724663,0.00026508194,0.0006451138,0.00013740096,0.0022577145,0.000007302427,0.00031870336,0.00014120774,0.000037353544],"category_scores_gemma":[0.00012571414,0.00019592993,0.0000997061,0.00038479696,0.00018110413,0.00011563964,0.00014545638,0.0006796811,0.00004864845],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008691443,0.0009928402,0.06470195,0.0739724,0.000028110135,2.7459333e-7,0.0043649394,0.000022697977,0.000010987843,0.15901573,0.022460788,0.67356014],"study_design_scores_gemma":[0.0021501633,0.0004075709,0.44528762,0.0003479367,0.00007577527,0.0000014188399,0.0025563852,0.0006101623,0.000007819765,0.0028108708,0.5455383,0.0002059674],"about_ca_topic_score_codex":0.0003724567,"about_ca_topic_score_gemma":0.00020787457,"teacher_disagreement_score":0.67335415,"about_ca_system_score_codex":0.00026558054,"about_ca_system_score_gemma":0.0005861723,"threshold_uncertainty_score":0.9990412},"labels":[],"label_agreement":null},{"id":"W2074983524","doi":"10.2196/mhealth.3347","title":"Internet Use and Access Among Pregnant Women via Computer and Mobile Phone: Implications for Delivery of Perinatal Care","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"The Internet; Mobile phone; Psychological intervention; Internet access; Referral; mHealth; Medicine; Population; Logistic regression; Mobile technology; Family medicine; Computer science; Mobile device; Nursing; World Wide Web; Telecommunications; Environmental health; Internal medicine","score_opus":0.11387199191962737,"score_gpt":0.44869793478197595,"score_spread":0.33482594286234857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074983524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98327005,0.004357364,0.002591603,0.00089855265,0.00029915725,0.007932706,0.0004896183,0.000097908116,0.000063039035],"genre_scores_gemma":[0.9720001,0.0042585996,0.0019332936,0.0021272444,0.00025950657,0.019078774,0.00015990782,0.000049453647,0.00013306917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966065,0.0002903962,0.0011058399,0.0006862537,0.00017060178,0.0011403693],"domain_scores_gemma":[0.99539816,0.0006702505,0.0006298879,0.0004668397,0.0006008609,0.0022340121],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008311951,0.00029018146,0.0006469372,0.00022401217,0.00086794334,0.00003789908,0.00020691194,0.00029732633,0.000015022356],"category_scores_gemma":[0.000059817336,0.0002646643,0.000035063505,0.00024441505,0.00027790482,0.00043669765,0.0003074636,0.00048935617,0.0000043215036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085831975,0.00023829339,0.6637909,0.02392475,0.000027550337,9.267978e-7,0.032125276,0.0000065346144,0.000013560352,0.0030716506,0.011621875,0.2643204],"study_design_scores_gemma":[0.004381372,0.0014603636,0.91184115,0.00047211107,0.000048224592,0.000015995869,0.0036049036,0.0013528183,0.0000047352814,0.0006982126,0.075788654,0.00033145794],"about_ca_topic_score_codex":0.002731102,"about_ca_topic_score_gemma":0.00060515467,"teacher_disagreement_score":0.26398894,"about_ca_system_score_codex":0.00036556908,"about_ca_system_score_gemma":0.0014999949,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W2079027993","doi":"10.2196/mhealth.3942","title":"Usability and Feasibility of PIERS on the Move: An mHealth App for Pre-Eclampsia Triage","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Grand Challenges Canada; Universiteit Stellenbosch; Bill and Melinda Gates Foundation","keywords":"mHealth; Usability; Triage; Medical emergency; Medicine; Mobile phone; Applied psychology; Computer science; Nursing; Psychology; Psychological intervention; Human–computer interaction","score_opus":0.22170038364211994,"score_gpt":0.5262441129709162,"score_spread":0.30454372932879625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079027993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9565102,0.0015498284,0.0006335788,0.0183081,0.00060292735,0.020388993,0.00059563207,0.00019881681,0.001211951],"genre_scores_gemma":[0.97270656,0.0014528867,0.0013524267,0.012521929,0.00055788097,0.010998108,0.00011736444,0.00006878282,0.0002240615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9919954,0.002178563,0.0022475712,0.0011703247,0.00058346236,0.0018246707],"domain_scores_gemma":[0.98998827,0.0030889183,0.0012913139,0.001522326,0.0005465578,0.0035626008],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011436662,0.00045998386,0.0010704136,0.00020048654,0.0023230657,0.000019076711,0.00038946295,0.0005251529,0.000042983058],"category_scores_gemma":[0.0014124456,0.00033482607,0.00009582699,0.00053842453,0.00052352063,0.00021279672,0.00011796416,0.0013373657,0.000014067048],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01526359,0.0028379187,0.3416245,0.041244682,0.000055073993,8.928171e-7,0.026439719,0.00002272392,0.000021506183,0.36095673,0.058764208,0.15276845],"study_design_scores_gemma":[0.01127237,0.0077309893,0.83316743,0.00035973868,0.00012444147,0.000007898132,0.0095815845,0.0019514505,0.000009058126,0.03915098,0.09605807,0.0005859829],"about_ca_topic_score_codex":0.0011951413,"about_ca_topic_score_gemma":0.0009002819,"teacher_disagreement_score":0.49154294,"about_ca_system_score_codex":0.00066846434,"about_ca_system_score_gemma":0.0054139337,"threshold_uncertainty_score":0.99991035},"labels":[],"label_agreement":null},{"id":"W2090240826","doi":"10.2196/mhealth.2994","title":"Smartphone Ownership and Interest in Mobile Applications to Monitor Symptoms of Mental Health Conditions","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":316,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Internet privacy; mHealth; Mobile device; Mobile apps; Psychology; Computer science; Business; Psychological intervention; Psychiatry; World Wide Web","score_opus":0.06840968988083856,"score_gpt":0.44091759273623665,"score_spread":0.3725079028553981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090240826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865316,0.0012345684,0.00016948061,0.0071109026,0.0004781218,0.0026045134,0.00045680196,0.00006131787,0.0013526565],"genre_scores_gemma":[0.9949411,0.00006206467,0.00025256656,0.0023132223,0.0000986162,0.0017888458,0.000119706165,0.000027682125,0.0003961668],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976367,0.0002473525,0.00089091697,0.00046875168,0.00011860045,0.0006376837],"domain_scores_gemma":[0.9982547,0.0001505468,0.00029563138,0.00034364805,0.000037286343,0.0009181793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062123046,0.00018818777,0.00042314598,0.00037175455,0.00021692386,0.00002129678,0.00013618756,0.00009428534,0.000067177934],"category_scores_gemma":[0.0000136731605,0.00018841763,0.000042659613,0.00039134524,0.00015766623,0.00010184239,0.000073040115,0.00024574288,0.00008360402],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046409742,0.0032372193,0.040431775,0.0042157876,0.00003855161,0.0000015335,0.009711267,0.000002255415,0.000037006466,0.12541614,0.010880785,0.80556357],"study_design_scores_gemma":[0.0042293966,0.009993941,0.92430633,0.00093758333,0.000021763795,0.000077201534,0.0046669682,0.000058494606,0.00004822341,0.0052647023,0.04989986,0.00049552874],"about_ca_topic_score_codex":0.0007935834,"about_ca_topic_score_gemma":0.0010242809,"teacher_disagreement_score":0.88387454,"about_ca_system_score_codex":0.00020558399,"about_ca_system_score_gemma":0.000095491814,"threshold_uncertainty_score":0.7683448},"labels":[],"label_agreement":null},{"id":"W2090993671","doi":"10.2196/mhealth.3670","title":"A New Mobile Phone-Based Tool for Assessing Energy and Certain Food Intakes in Young Children: A Validation Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Linköpings Universitet; AFA Försäkring","keywords":"Childhood obesity; Wilcoxon signed-rank test; Meal; Environmental health; Obesity; Doubly labeled water; Mathematics; Medicine; Statistics; Food science; Physical activity; Physical therapy; Overweight; Biology","score_opus":0.05308169689888142,"score_gpt":0.374813865388875,"score_spread":0.3217321684899936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090993671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964284,0.00028859076,0.00051461346,0.0006379618,0.000092613496,0.0018917051,0.000013022859,0.000056367182,0.00007675901],"genre_scores_gemma":[0.997877,0.000021283071,0.00086631806,0.00050041085,0.0003240234,0.00029518863,0.00005475039,0.00002925089,0.000031761818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982893,0.00016396173,0.00036230337,0.0004274439,0.00032833774,0.0004286898],"domain_scores_gemma":[0.9988082,0.00014274765,0.00016034268,0.00020499884,0.00009136878,0.00059231045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068341463,0.00019613159,0.0004801388,0.00017141155,0.00012126191,0.00005896656,0.000048808215,0.000091345966,0.000002894697],"category_scores_gemma":[0.00009245212,0.00017653429,0.000033791748,0.0002582351,0.000031097225,0.00021172655,0.00003247242,0.00018148906,6.956954e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045949884,0.005070078,0.9613192,0.0006157638,0.000019679695,0.0000025784968,0.001522067,0.000012371543,0.000030516683,0.00024921034,0.0006482281,0.03005078],"study_design_scores_gemma":[0.0088596055,0.0051016132,0.9827954,0.00009766304,0.00007757399,0.000012211995,0.0008568933,0.0009441498,0.00015497222,0.0008049337,0.00011303477,0.0001819306],"about_ca_topic_score_codex":0.0026175785,"about_ca_topic_score_gemma":0.0016437435,"teacher_disagreement_score":0.02986885,"about_ca_system_score_codex":0.0002607219,"about_ca_system_score_gemma":0.0010308074,"threshold_uncertainty_score":0.71988595},"labels":[],"label_agreement":null},{"id":"W2091117720","doi":"10.2196/mhealth.3929","title":"Using a Mobile App for Monitoring Post-Operative Quality of Recovery of Patients at Home: A Feasibility Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Orthopedic surgery; Ambulatory; Patient satisfaction; mHealth; Mobile apps; Mobile phone; Quality of life (healthcare); Physical therapy; Surgery; Psychological intervention; Nursing","score_opus":0.17531180757846607,"score_gpt":0.4689893403746976,"score_spread":0.29367753279623154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091117720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946325,0.00061052776,0.000103097445,0.000036297602,0.00050231465,0.0038522768,0.00020793437,0.000025246049,0.000029818606],"genre_scores_gemma":[0.9979,0.00006231551,0.0015435982,0.000084674604,0.00010845957,0.00018364213,0.00003317906,0.000023258055,0.000060836344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975112,0.00030796547,0.0009940019,0.00041200433,0.000393937,0.0003808807],"domain_scores_gemma":[0.99749297,0.00031590872,0.0005800508,0.00038570876,0.0007394757,0.0004858642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017031059,0.00018432179,0.00089145463,0.0001427974,0.00010039408,0.0000052973433,0.000055990044,0.00010270288,0.0000043830128],"category_scores_gemma":[0.000350789,0.00015811405,0.00009947127,0.00022134354,0.00007371454,0.0001529063,0.000073073155,0.00015961657,6.783181e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007928659,0.0019995999,0.97755337,0.0033646286,0.00004041618,8.024609e-7,0.004685277,0.000013416401,0.00047933366,0.0000020908137,0.000049691338,0.003882701],"study_design_scores_gemma":[0.004890211,0.006750816,0.98422307,0.00018240757,0.00007063152,0.0000021078456,0.0026072166,0.000043093543,0.0010299319,0.00004165819,0.000024546247,0.00013431742],"about_ca_topic_score_codex":0.00051173614,"about_ca_topic_score_gemma":0.00007140289,"teacher_disagreement_score":0.0066696783,"about_ca_system_score_codex":0.0005423175,"about_ca_system_score_gemma":0.00085449737,"threshold_uncertainty_score":0.6447704},"labels":[],"label_agreement":null},{"id":"W2095786891","doi":"10.2196/mhealth.3668","title":"Metadata Correction: Smartphone Ownership and Interest in Mobile Applications to Monitor Symptoms of Mental Health Conditions","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metadata; mHealth; Mental health; Mobile device; Computer science; Internet privacy; Mobile apps; World Wide Web; Multimedia; Psychology; Psychiatry; Psychological intervention","score_opus":0.05426924230024667,"score_gpt":0.40652195678731234,"score_spread":0.3522527144870657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095786891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807199,0.00062448543,0.00030742772,0.01532923,0.0004421633,0.001969621,0.000104500665,0.00010161609,0.00040102375],"genre_scores_gemma":[0.9968695,0.00059451634,0.00025888908,0.0015671747,0.00010467229,0.00024504415,0.000033549266,0.000010714699,0.0003159136],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984036,0.000266491,0.0003973837,0.00029496104,0.00015546937,0.0004820845],"domain_scores_gemma":[0.99883425,0.000097155724,0.00021545468,0.00023224454,0.00004097657,0.0005798959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009964448,0.000116919204,0.00030724856,0.00025096379,0.00062957266,0.00003650049,0.00016947578,0.00011384356,0.000015100419],"category_scores_gemma":[0.0000696963,0.00011662263,0.00001976944,0.00046428002,0.00032399633,0.00018347506,0.000060621827,0.00024161003,0.000008418609],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023880896,0.0013211337,0.2209198,0.0012894599,0.000032113734,7.410948e-7,0.023935854,0.000003944964,0.00010020601,0.030597677,0.030510703,0.6910496],"study_design_scores_gemma":[0.0026945919,0.0023525443,0.84662145,0.00047967164,0.000029507362,0.000018137162,0.02205984,0.00011832364,0.0000988261,0.0018059892,0.12324026,0.0004808497],"about_ca_topic_score_codex":0.0034043076,"about_ca_topic_score_gemma":0.007977631,"teacher_disagreement_score":0.6905687,"about_ca_system_score_codex":0.00023954557,"about_ca_system_score_gemma":0.00026502096,"threshold_uncertainty_score":0.51463175},"labels":[],"label_agreement":null},{"id":"W2096855299","doi":"10.2196/mhealth.2557","title":"Personal Health Technologies in Employee Health Promotion: Usage Activity, Usefulness, and Health-Related Outcomes in a 1-Year Randomized Controlled Trial","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Teknologian Tutkimuskeskus VTT; ITEA","keywords":"Health promotion; mHealth; Usability; Medicine; Randomized controlled trial; Gerontology; Promotion (chess); Applied psychology; Psychology; Psychological intervention; Public health; Nursing; Computer science","score_opus":0.06611490417266051,"score_gpt":0.4143789945806087,"score_spread":0.34826409040794815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096855299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7354974,0.0059880787,0.000040438998,0.22045982,0.0009832337,0.036170874,0.000027487473,0.00051108963,0.00032158114],"genre_scores_gemma":[0.96794313,0.010684987,0.00041103957,0.007999293,0.00017297997,0.012003753,0.000050046463,0.0001161943,0.0006185639],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9791103,0.008827546,0.0055222977,0.001543831,0.00087006594,0.0041259555],"domain_scores_gemma":[0.9913198,0.0031180633,0.0031495444,0.0006606995,0.00016109565,0.0015908278],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019671192,0.0009544521,0.0071058096,0.0015834351,0.0023529308,0.00008711024,0.0003439571,0.00091471104,0.00019641232],"category_scores_gemma":[0.0009921785,0.0007561004,0.00027916432,0.001343803,0.0004998801,0.00063486025,0.00029532216,0.0040048133,0.00008448806],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.43730897,0.0026944405,0.42560613,0.017696083,0.00013958778,0.000028495186,0.03708368,0.0000041949893,0.0000011198111,0.0069860113,0.0073304106,0.06512087],"study_design_scores_gemma":[0.8069701,0.0024269323,0.17610736,0.0018200611,0.000020222751,0.000019046183,0.0065398104,0.0007477398,2.0845258e-7,0.0044833184,0.00030160192,0.00056356454],"about_ca_topic_score_codex":0.025769316,"about_ca_topic_score_gemma":0.00764584,"teacher_disagreement_score":0.36966115,"about_ca_system_score_codex":0.0019525589,"about_ca_system_score_gemma":0.008483994,"threshold_uncertainty_score":0.999489},"labels":[],"label_agreement":null},{"id":"W2097682955","doi":"10.2196/mhealth.4532","title":"A Framework to Assist Health Professionals in Recommending High-Quality Apps for Supporting Chronic Disease Self-Management: Illustrative Assessment of Type 2 Diabetes Apps","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Popularity; mHealth; Computer science; Quality (philosophy); Applied psychology; Internet privacy; Psychology; World Wide Web; Medicine; Human–computer interaction; Nursing; Social psychology","score_opus":0.14543757729288992,"score_gpt":0.5571785517957261,"score_spread":0.41174097450283614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097682955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8225962,0.0053729843,0.008857001,0.101002894,0.003286066,0.05499295,0.0012267851,0.00060367695,0.0020614187],"genre_scores_gemma":[0.9209548,0.0014835566,0.036539897,0.01721672,0.00054203474,0.02250862,0.00046154618,0.00008875554,0.00020406733],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99015003,0.0019244263,0.0034636757,0.0011267237,0.0006761975,0.00265894],"domain_scores_gemma":[0.9904203,0.0018460079,0.0022028603,0.0008137747,0.0005135718,0.004203476],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009919591,0.00047996553,0.0013919799,0.00057622325,0.0014774995,0.00001885762,0.00035946793,0.00035686966,0.00006940296],"category_scores_gemma":[0.0006245345,0.00045373075,0.00008897813,0.0013451189,0.00008046154,0.00019865384,0.00025039876,0.0013377375,0.000023799319],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016897691,0.0024197286,0.26626706,0.10702007,0.00010364469,0.0000044512753,0.0120456545,0.00007619614,0.0000057758557,0.3992191,0.06945359,0.14169495],"study_design_scores_gemma":[0.009720297,0.0032457837,0.80596226,0.007801327,0.00013107319,9.98241e-7,0.015348385,0.002448605,0.0000033898536,0.035410903,0.118817456,0.0011095103],"about_ca_topic_score_codex":0.00050067995,"about_ca_topic_score_gemma":0.0004695422,"teacher_disagreement_score":0.5396952,"about_ca_system_score_codex":0.0026568787,"about_ca_system_score_gemma":0.01192505,"threshold_uncertainty_score":0.99982244},"labels":[],"label_agreement":null},{"id":"W2098828276","doi":"10.2196/mhealth.2827","title":"Usage of Social Media and Smartphone Application in Assessment of Physical and Psychological Well-Being of Individuals in Times of a Major Air Pollution Crisis","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Snowball sampling; The Internet; Social media; Government (linguistics); Internet privacy; Psychology; Population; Scale (ratio); Public relations; Applied psychology; Business; World Wide Web; Political science; Medicine; Computer science; Environmental health; Geography","score_opus":0.039465917858025695,"score_gpt":0.44022511255985164,"score_spread":0.40075919470182597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098828276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99559623,0.00013670842,0.000083726736,0.0015576582,0.000059250575,0.00051494647,0.00006586107,0.0000066038933,0.0019790258],"genre_scores_gemma":[0.9993262,0.000028037382,0.0003404662,0.00015993002,0.000030852858,0.00007994488,0.000019068553,0.00000868462,0.000006773547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980784,0.0003121954,0.0008839723,0.00028032856,0.00018442853,0.00026068705],"domain_scores_gemma":[0.9988946,0.00023742228,0.0005708151,0.00013636706,0.00003300454,0.00012783906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009398161,0.00011385779,0.0005405156,0.00028232945,0.00003288798,0.0000024114477,0.00006998581,0.00012544672,0.000018133445],"category_scores_gemma":[0.000025724574,0.00010794888,0.00003803708,0.000290585,0.00021189816,0.00006853499,0.00004645093,0.00017353198,7.106691e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095295365,0.009831823,0.46094236,0.010327242,0.000048446556,0.0000013319209,0.032269046,0.000003613487,0.0005193948,0.32781693,0.00070787716,0.15657899],"study_design_scores_gemma":[0.0017379505,0.0011995431,0.9841509,0.00013262706,0.000015558,0.0000025704442,0.0007876979,0.00008710891,0.00009169905,0.011704049,0.000027801854,0.00006249039],"about_ca_topic_score_codex":0.0004974805,"about_ca_topic_score_gemma":0.00022425244,"teacher_disagreement_score":0.52320856,"about_ca_system_score_codex":0.000043504446,"about_ca_system_score_gemma":0.000041658503,"threshold_uncertainty_score":0.44020277},"labels":[],"label_agreement":null},{"id":"W2099532293","doi":"10.2196/mhealth.3599","title":"User Preferences and Design Recommendations for an mHealth App to Promote Cystic Fibrosis Self-Management","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Johns Hopkins University; Cystic Fibrosis Foundation Therapeutics; Cystic Fibrosis Foundation","keywords":"mHealth; Self-management; Mobile apps; Medicine; Smartphone app; Cystic fibrosis; Psychology; Computer science; Internet privacy; World Wide Web; Nursing; Psychological intervention; Internal medicine","score_opus":0.0755626003113747,"score_gpt":0.4120018578053948,"score_spread":0.3364392574940201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099532293","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7461099,0.002195486,0.18279803,0.043963235,0.0005092349,0.02214594,0.00027563266,0.0008180769,0.0011844509],"genre_scores_gemma":[0.473144,0.0014582338,0.5204655,0.0027355186,0.00026165426,0.0014020376,0.00012546976,0.000051681036,0.00035588894],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973071,0.00026215595,0.00051906065,0.0006903141,0.0003457883,0.00087554706],"domain_scores_gemma":[0.9972553,0.0003787067,0.0001520578,0.00039409118,0.0001442407,0.0016755572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014721716,0.00024839037,0.00049334444,0.00028658946,0.000529086,0.00007717339,0.00012511898,0.00008793358,0.000020172707],"category_scores_gemma":[0.0001881627,0.0002087655,0.00003068552,0.0003116088,0.0000638275,0.00020027545,0.00007175021,0.00021461128,0.000016059868],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047409954,0.001261194,0.0033073484,0.026245156,0.000107626154,0.0000027996691,0.004545065,0.000028276778,0.0002927739,0.008291291,0.05088668,0.9002908],"study_design_scores_gemma":[0.010307897,0.031598922,0.19158748,0.0017444316,0.0005573408,0.00008852915,0.0016043854,0.019217415,0.00020238041,0.008265456,0.73383,0.0009957957],"about_ca_topic_score_codex":0.00011524905,"about_ca_topic_score_gemma":0.000092649134,"teacher_disagreement_score":0.899295,"about_ca_system_score_codex":0.00016360894,"about_ca_system_score_gemma":0.00032216843,"threshold_uncertainty_score":0.85132104},"labels":[],"label_agreement":null},{"id":"W2100317429","doi":"10.2196/mhealth.3314","title":"Development and Evaluation of an iPad App for Measuring the Cost of a Nutritious Diet","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data collection; Data quality; Computer science; Mobile apps; App store; Business; Marketing; World Wide Web","score_opus":0.18641628835197321,"score_gpt":0.4933521070660625,"score_spread":0.30693581871408926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100317429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97911,0.001845015,0.0016939158,0.0030733424,0.00022559712,0.013091742,0.00007838902,0.000056609642,0.00082537485],"genre_scores_gemma":[0.975614,0.0008232962,0.0048802462,0.0018344201,0.00025544918,0.016449131,0.000082044775,0.000029909097,0.000031471598],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959947,0.000937958,0.001380742,0.00040804164,0.0005054133,0.0007731777],"domain_scores_gemma":[0.99627554,0.0009493471,0.0009219437,0.00044448327,0.0006842569,0.000724413],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009367144,0.00018760489,0.0005102273,0.00014853191,0.0014777957,0.000005401032,0.00015744608,0.00019597221,0.000014281314],"category_scores_gemma":[0.00031753053,0.00014442402,0.00003182538,0.00023040938,0.0001340611,0.00008720295,0.000051249255,0.000368865,0.000003029782],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011711176,0.0004274481,0.0069243447,0.02342786,0.000018985864,5.4508256e-8,0.010165176,0.000015013313,0.00007017675,0.03173974,0.0016823675,0.9243577],"study_design_scores_gemma":[0.016044935,0.002427358,0.45883313,0.001335719,0.00033876128,0.00000880197,0.008393799,0.02353162,0.00019358017,0.010167102,0.47817326,0.00055192923],"about_ca_topic_score_codex":0.00034235997,"about_ca_topic_score_gemma":0.0010547062,"teacher_disagreement_score":0.9238058,"about_ca_system_score_codex":0.00018131026,"about_ca_system_score_gemma":0.002408531,"threshold_uncertainty_score":0.99982214},"labels":[],"label_agreement":null},{"id":"W2101287806","doi":"10.2196/mhealth.2567","title":"Ideas and Enhancements Related to Mobile Applications to Support Type 1 Diabetes","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bournemouth University","keywords":"Sociotechnical system; Interview; Qualitative research; Mobile technology; mHealth; Knowledge management; Psychology; Medicine; Mobile device; Computer science; Internet privacy; Nursing; World Wide Web; Sociology; Psychological intervention","score_opus":0.04832065825793145,"score_gpt":0.4577640519815366,"score_spread":0.4094433937236051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101287806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452422,0.0013070436,0.00024973537,0.012815977,0.0005235162,0.034397323,0.00009802205,0.00034494683,0.0050212373],"genre_scores_gemma":[0.7921106,0.0023684453,0.002342359,0.041893136,0.00029874957,0.15693556,0.00016211826,0.0000821804,0.003806833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99498063,0.00031822582,0.0014808823,0.00094837684,0.00033376957,0.0019381006],"domain_scores_gemma":[0.9937291,0.00040611418,0.00037689402,0.00075282593,0.00041901608,0.004316054],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011355216,0.00035608953,0.0006231565,0.0003695988,0.0019632797,0.000030336176,0.00024728905,0.00033189598,0.0011036315],"category_scores_gemma":[0.00009820262,0.00033783814,0.00003258479,0.0010767968,0.00007880411,0.00018264336,0.00021973677,0.00077096367,0.004651246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020463666,0.00044696007,0.09771348,0.008188137,0.000030550567,9.2578944e-7,0.005395745,0.0000068584386,0.00047628916,0.019217085,0.22959967,0.6387197],"study_design_scores_gemma":[0.0010697448,0.0016004576,0.13800889,0.00014749546,0.000032059903,0.0000027380474,0.0010211602,0.00006169313,0.000009282517,0.0029312763,0.8547406,0.00037458033],"about_ca_topic_score_codex":0.0005465725,"about_ca_topic_score_gemma":0.00014572554,"teacher_disagreement_score":0.63834506,"about_ca_system_score_codex":0.0002884994,"about_ca_system_score_gemma":0.0012735558,"threshold_uncertainty_score":0.9999074},"labels":[],"label_agreement":null},{"id":"W2104318059","doi":"10.2196/mhealth.3785","title":"Mobile Phone-Connected Wearable Motion Sensors to Assess Postoperative Mobilization","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Mobile phone; Wearable technology; Motion sensors; Computer science; Motion (physics); mHealth; Phone; Mobilization; Human–computer interaction; Telecommunications; Medicine; Embedded system; Artificial intelligence; Political science; Psychological intervention","score_opus":0.12368252593167518,"score_gpt":0.41668958623869645,"score_spread":0.2930070603070213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104318059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922013,0.00027122052,0.00067448977,0.0013241612,0.00018746957,0.0010848739,0.000006934859,0.00014215315,0.004107384],"genre_scores_gemma":[0.99490327,0.0000922404,0.00065200555,0.0034794821,0.00012830837,0.00008678444,0.00006125683,0.000020150346,0.00057651143],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986051,0.00014312722,0.00032140105,0.00031346752,0.0002691817,0.00034772902],"domain_scores_gemma":[0.99830997,0.000081923594,0.000079879195,0.000153863,0.000269047,0.0011053425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004944256,0.00013671322,0.00029523062,0.00014047464,0.00015395104,0.000025772346,0.000027986644,0.00010406739,0.00009912071],"category_scores_gemma":[0.00016627183,0.000115776325,0.000026727173,0.0004341325,0.000028122078,0.00010903993,0.000016507269,0.00018512465,0.0000832206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012316246,0.0036723907,0.248196,0.0034217495,0.00016248673,0.00017759844,0.09790143,0.021531811,0.0015935893,0.0076945988,0.012392674,0.5909394],"study_design_scores_gemma":[0.044181313,0.012728198,0.65412503,0.0008560374,0.00025855683,0.0003166019,0.027172022,0.114766404,0.0016601164,0.0007741516,0.1417621,0.0013994564],"about_ca_topic_score_codex":0.00011103683,"about_ca_topic_score_gemma":0.000018491744,"teacher_disagreement_score":0.58953995,"about_ca_system_score_codex":0.00016253682,"about_ca_system_score_gemma":0.00031547394,"threshold_uncertainty_score":0.47212216},"labels":[],"label_agreement":null},{"id":"W2104664150","doi":"10.2196/mhealth.3846","title":"Quit4baby: Results From a Pilot Test of a Mobile Smoking Cessation Program for Pregnant Women","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; National Institute on Drug Abuse; University of South Florida","keywords":"Smoking cessation; Short Message Service; Pilot test; Text messaging; Test (biology); Medicine; Quit smoking; Pilot program; Text message; Family medicine; Psychology; Computer science; Medical education; Internet privacy; Applied psychology; Telecommunications","score_opus":0.11422611713994345,"score_gpt":0.4131326413190396,"score_spread":0.29890652417909613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104664150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959935,0.00032025817,0.00005677158,0.0005260918,0.00019379995,0.002374785,0.00021619456,0.00011067938,0.00020793873],"genre_scores_gemma":[0.9968748,0.00014295461,0.00060426374,0.00022674592,0.00024492008,0.0013862869,0.00040281747,0.000023987039,0.00009323764],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99829507,0.00004671311,0.00057254353,0.00033732213,0.00033473296,0.00041364407],"domain_scores_gemma":[0.9984507,0.00018443116,0.00037032264,0.00026013845,0.00022298747,0.0005114105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089262665,0.00013878633,0.0003629733,0.000115857394,0.000099359815,0.000018422716,0.000054134096,0.000103965656,0.0000066440894],"category_scores_gemma":[0.00023777774,0.000116248215,0.000029369581,0.00019968256,0.00005493544,0.0000902569,0.000018628654,0.00015548152,5.2000627e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006435683,0.004109924,0.43686613,0.0034828675,0.00004221416,0.00000570257,0.032528847,0.000007066316,0.00043081332,0.00013418519,0.0034919858,0.5124646],"study_design_scores_gemma":[0.018583283,0.023197977,0.94223845,0.0008935119,0.00023455349,0.000015079774,0.004947789,0.0005341241,0.0005665629,0.0007383354,0.0077929343,0.000257396],"about_ca_topic_score_codex":0.0008253317,"about_ca_topic_score_gemma":0.000034746176,"teacher_disagreement_score":0.51220715,"about_ca_system_score_codex":0.00028624965,"about_ca_system_score_gemma":0.0007251134,"threshold_uncertainty_score":0.47404647},"labels":[],"label_agreement":null},{"id":"W2109031474","doi":"10.2196/mhealth.3422","title":"Mobile App Rating Scale: A New Tool for Assessing the Quality of Health Mobile Apps","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2480,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Young and Well Cooperative Research Centre; Australian Government","keywords":"Rating scale; Inter-rater reliability; App store; Reliability (semiconductor); Scale (ratio); Quality (philosophy); Computer science; Mobile apps; Intraclass correlation; Checklist; World Wide Web; Psychology; Statistics; Psychometrics; Clinical psychology; Mathematics","score_opus":0.19488947871195753,"score_gpt":0.5521132328001254,"score_spread":0.35722375408816787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109031474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84022427,0.03531129,0.03996252,0.020207293,0.0024878592,0.05720053,0.0005244236,0.0007767838,0.0033050196],"genre_scores_gemma":[0.8962219,0.005514532,0.019767782,0.021436675,0.002092961,0.05233007,0.00032024083,0.00016846978,0.0021474077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892959,0.002508713,0.0041626706,0.0009392425,0.00077480543,0.0023186575],"domain_scores_gemma":[0.99006987,0.0024639897,0.0031468756,0.001164381,0.000687252,0.0024676125],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0161023,0.0004701151,0.0014573537,0.00021973993,0.0034193192,0.00004039091,0.0004671017,0.0004248093,0.00004822144],"category_scores_gemma":[0.00066232146,0.00036140837,0.00015789935,0.00083006854,0.00024645278,0.00029942652,0.00017942168,0.0012892473,0.00004175624],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006219649,0.00059076626,0.06214603,0.027955133,0.000027053113,3.29685e-7,0.023910709,0.00006983679,0.00003470721,0.015108023,0.17283191,0.69670355],"study_design_scores_gemma":[0.009383648,0.002230351,0.07230399,0.00091227505,0.00007934156,0.000012281731,0.032879375,0.0012479832,0.0000109091125,0.0065616886,0.8736773,0.00070082996],"about_ca_topic_score_codex":0.0043496722,"about_ca_topic_score_gemma":0.000551044,"teacher_disagreement_score":0.7008454,"about_ca_system_score_codex":0.00071050983,"about_ca_system_score_gemma":0.017352914,"threshold_uncertainty_score":0.9998838},"labels":[],"label_agreement":null},{"id":"W2112751341","doi":"10.2196/mhealth.3882","title":"A Mobile Health Intervention for Self-Management and Lifestyle Change for Persons With Type 2 Diabetes, Part 2: One-Year Results From the Norwegian Randomized Controlled Trial RENEWING HEALTH","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":327,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Akershus Universitetssykehus; Diabetesforbundet; Norges Forskningsråd; Høgskolen i Oslo og Akershus","keywords":"Self-management; Medicine; mHealth; Type 2 diabetes; Randomized controlled trial; Physical therapy; Quality of life (healthcare); Glycated hemoglobin; Health intervention; Health care; Diabetes mellitus; Intervention (counseling); Gerontology; Psychological intervention; Nursing; Internal medicine","score_opus":0.04366998841108691,"score_gpt":0.34264016899269334,"score_spread":0.2989701805816064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112751341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83317363,0.008885805,0.001343369,0.052466623,0.0020725636,0.10086755,0.00025422804,0.0003034663,0.0006327469],"genre_scores_gemma":[0.95090955,0.0052453126,0.0065729204,0.012552615,0.002567546,0.01980571,0.0013018934,0.00007372377,0.00097071775],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969109,0.0005449902,0.00096338586,0.00057026267,0.00026160257,0.0007488558],"domain_scores_gemma":[0.9971166,0.001022426,0.00086384587,0.00036884594,0.000107010244,0.00052124297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059572402,0.0002638705,0.0014494195,0.00014965216,0.00057921285,0.0000788784,0.00008765258,0.00007645975,0.0000058033315],"category_scores_gemma":[0.00026007966,0.00017418184,0.00016653034,0.00018100035,0.00007408852,0.00011140787,0.000034354776,0.00016472192,0.0000019615672],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8694127,0.0009921509,0.0007392503,0.0054456377,0.0005317217,1.1950252e-7,0.008862255,0.0000010039327,2.445833e-7,0.001463371,0.024697443,0.08785409],"study_design_scores_gemma":[0.91902465,0.0124141835,0.002623217,0.0009889671,0.00068168173,3.0871675e-7,0.0015087615,0.0018416266,4.2882414e-7,0.00027814123,0.06045337,0.00018466116],"about_ca_topic_score_codex":0.0003295588,"about_ca_topic_score_gemma":0.00012885281,"teacher_disagreement_score":0.11773591,"about_ca_system_score_codex":0.00016756223,"about_ca_system_score_gemma":0.00028371386,"threshold_uncertainty_score":0.71029294},"labels":[],"label_agreement":null},{"id":"W2113202834","doi":"10.2196/mhealth.3048","title":"Evaluating User Perceptions of Mobile Medication Management Applications With Older Adults: A Usability Study","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":223,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Usability; Medication therapy management; System usability scale; Self-management; Applied psychology; Session (web analytics); mHealth; Psychology; Computer science; Medicine; Web usability; Nursing; Human–computer interaction; World Wide Web; Psychological intervention; Artificial intelligence","score_opus":0.05457163694253905,"score_gpt":0.48941516370704324,"score_spread":0.4348435267645042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113202834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9558337,0.00034924658,0.01060114,0.00149735,0.000146229,0.029227437,0.00006272561,0.00023920795,0.0020429995],"genre_scores_gemma":[0.89831597,0.0007201836,0.0064558443,0.0015921978,0.000292946,0.09219229,0.00011363066,0.000051670704,0.00026527024],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9938205,0.001330156,0.001978665,0.001009406,0.0007383776,0.0011229076],"domain_scores_gemma":[0.99507576,0.0007920898,0.0011228163,0.001298453,0.0005043154,0.001206593],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004361192,0.00033923984,0.00071674614,0.0003044751,0.0020989447,0.000009707487,0.00031145016,0.0002284047,0.0003081064],"category_scores_gemma":[0.00007064027,0.0002819019,0.000053454376,0.00079658016,0.00022459436,0.0001447912,0.00012630576,0.0008214478,0.00009631101],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006922149,0.0031668341,0.42724124,0.021448903,0.00004390402,4.0343298e-7,0.012653607,0.000033771725,0.0000066059697,0.015713757,0.0017510551,0.5172477],"study_design_scores_gemma":[0.0055466,0.0019452663,0.9383234,0.00051227416,0.00019242484,0.0000034925329,0.026958512,0.0009515968,6.1802126e-7,0.0003895654,0.024895076,0.0002811825],"about_ca_topic_score_codex":0.0008675802,"about_ca_topic_score_gemma":0.0007421541,"teacher_disagreement_score":0.5169665,"about_ca_system_score_codex":0.00032193455,"about_ca_system_score_gemma":0.0010781742,"threshold_uncertainty_score":0.99996334},"labels":[],"label_agreement":null},{"id":"W2114470813","doi":"10.2196/mhealth.3861","title":"Apps Seeking Theories: Results of a Study on the Use of Health Behavior Change Theories in Cancer Survivorship Mobile Apps","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":216,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Survivorship curve; Psychological intervention; Cancer survivorship; Behavior change; mHealth; Variety (cybernetics); Internet privacy; Psychology; Health behavior; Cancer; Human–computer interaction; Computer science; Applied psychology; Gerontology; Medicine; Social psychology; Environmental health; Artificial intelligence; Psychiatry","score_opus":0.3770091722149583,"score_gpt":0.514178887947115,"score_spread":0.1371697157321567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114470813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9558129,0.0039534396,0.000060032202,0.008382052,0.00080669683,0.029687447,0.00079668534,0.00011064597,0.00039010312],"genre_scores_gemma":[0.92419636,0.004261836,0.000109135646,0.0055106496,0.00031912222,0.06532384,0.000064995154,0.00006783754,0.00014620156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9879875,0.005077413,0.003488392,0.00085565704,0.00083330664,0.001757715],"domain_scores_gemma":[0.9908912,0.0035358754,0.0025479689,0.001285863,0.0005219783,0.0012171053],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012345541,0.00046595957,0.00138843,0.00049112336,0.0011234597,0.000014992669,0.00042571832,0.00033057603,0.00003358809],"category_scores_gemma":[0.0007036614,0.00033434218,0.00007840386,0.0013886341,0.000340314,0.00022841131,0.00018029106,0.0014872219,0.0000148799245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037801869,0.0036337313,0.6648322,0.0071685165,0.000028214772,0.0000039224165,0.1449067,0.000027581003,0.0000040184063,0.06559386,0.0047509186,0.10527017],"study_design_scores_gemma":[0.009724614,0.0066549554,0.783686,0.0024851947,0.00009413046,0.000003969245,0.112054855,0.00022617965,0.00000575151,0.0034183993,0.081035964,0.00060999056],"about_ca_topic_score_codex":0.07565894,"about_ca_topic_score_gemma":0.024429914,"teacher_disagreement_score":0.11885382,"about_ca_system_score_codex":0.0006274039,"about_ca_system_score_gemma":0.0046384693,"threshold_uncertainty_score":0.9999109},"labels":[],"label_agreement":null},{"id":"W2115071452","doi":"10.2196/mhealth.2877","title":"A Classification Scheme for Analyzing Mobile Apps Used to Prevent and Manage Disease in Late Life","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; Higher Education Discipline Innovation Project; State Administration of Foreign Experts Affairs","keywords":"mHealth; Face validity; Health management system; Health care; Mobile apps; Sample (material); Medicine; Computer science; Gerontology; Psychology; Applied psychology; Clinical psychology; World Wide Web; Nursing; Psychological intervention; Psychometrics; Alternative medicine","score_opus":0.09291883999172966,"score_gpt":0.46259922315287355,"score_spread":0.3696803831611439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115071452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96083593,0.0016617646,0.0034873225,0.01758522,0.0002449896,0.01562451,0.0001089961,0.00016505031,0.00028620864],"genre_scores_gemma":[0.9426422,0.0021651604,0.0026662336,0.010440999,0.00041712564,0.041049775,0.00013364563,0.000060477778,0.0004243863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953987,0.00059772754,0.0013982661,0.00090827676,0.00023862657,0.0014584005],"domain_scores_gemma":[0.99437326,0.00083251286,0.00050209626,0.0006079435,0.00013275641,0.0035514063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028244501,0.0003013216,0.0006254981,0.00045187454,0.0012880352,0.000021341919,0.00017267675,0.00024293698,0.000028481356],"category_scores_gemma":[0.00038807828,0.00029408064,0.000049529153,0.00057704217,0.00006142637,0.00013640255,0.00009905748,0.0006214336,0.000055109715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025122163,0.001371334,0.581046,0.05303292,0.000028309461,0.0000021756048,0.0125351185,0.00016293835,0.00013634472,0.08744257,0.017010087,0.24472],"study_design_scores_gemma":[0.0030691093,0.0004675064,0.6635443,0.0005592376,0.00004787387,4.0708855e-7,0.0006176218,0.018910633,8.695271e-7,0.0028756135,0.30952588,0.0003809637],"about_ca_topic_score_codex":0.00044413065,"about_ca_topic_score_gemma":0.00087244203,"teacher_disagreement_score":0.29251578,"about_ca_system_score_codex":0.00029795087,"about_ca_system_score_gemma":0.00115367,"threshold_uncertainty_score":0.9999511},"labels":[],"label_agreement":null},{"id":"W2115303515","doi":"10.2196/mhealth.2730","title":"Indoor and Outdoor Social Alarms: Understanding Users' Perspectives","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Länsförsäkringar; VINNOVA","keywords":"ALARM; Wearable computer; Work (physics); Internet privacy; Phone; Computer science; Applied psychology; Computer security; Psychology; Engineering","score_opus":0.10527427834314168,"score_gpt":0.3609849081287182,"score_spread":0.2557106297855765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115303515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6765428,0.0012375393,0.2925267,0.023507359,0.0006515832,0.0009953622,0.000018398989,0.0004745602,0.0040456722],"genre_scores_gemma":[0.9973995,0.00014554647,0.0007581739,0.0012689334,0.000307166,0.00003236531,0.0000018821578,0.000014045597,0.0000723848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99805194,0.00031646475,0.00029958112,0.0005630813,0.00026361825,0.00050531037],"domain_scores_gemma":[0.99883866,0.00027101787,0.00020771206,0.00021898156,0.00006680083,0.0003968384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088967115,0.00018358823,0.00034293233,0.00018537094,0.0006873133,0.00021881677,0.00019925256,0.00011281657,0.0000062438285],"category_scores_gemma":[0.00005401956,0.00017632009,0.00004019096,0.00025496894,0.00011575527,0.00053264224,0.00013149886,0.00026887283,0.000013255964],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016749618,0.00037305834,0.03541991,0.0020819667,0.000074215655,0.000010989557,0.12068756,3.798449e-7,0.000088353445,0.49512634,0.0065496624,0.33942005],"study_design_scores_gemma":[0.016423343,0.0036293212,0.7014571,0.00067885016,0.00015704679,0.0006339782,0.10152543,0.0287711,0.00009227862,0.076550364,0.06662667,0.0034545357],"about_ca_topic_score_codex":0.00021001235,"about_ca_topic_score_gemma":0.00015485342,"teacher_disagreement_score":0.66603714,"about_ca_system_score_codex":0.00023718238,"about_ca_system_score_gemma":0.00020392594,"threshold_uncertainty_score":0.7190125},"labels":[],"label_agreement":null},{"id":"W2116293971","doi":"10.2196/mhealth.4930","title":"Smartphone Apps for Schizophrenia: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":301,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Psychosocial; MEDLINE; mHealth; Psychological intervention; Medicine; Schizophrenia (object-oriented programming); Population; Telemedicine; Health care; Smartphone application; Intervention (counseling); Psychiatry; Multimedia; Computer science","score_opus":0.19264783530005275,"score_gpt":0.5177834651987502,"score_spread":0.32513562989869743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116293971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011139048,0.9734527,0.000029700803,0.00070528657,0.0023160735,0.020142768,0.0011452045,0.00018087584,0.0020262748],"genre_scores_gemma":[0.0000063552657,0.97328925,0.00022839909,0.0018888834,0.00031660756,0.01891553,0.00069126807,0.00016400649,0.0044996976],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928678,0.0009706404,0.003461651,0.0010273174,0.00039278105,0.0012797848],"domain_scores_gemma":[0.99450296,0.00051643484,0.002129988,0.0011369896,0.00018046776,0.0015331435],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003005896,0.0007898177,0.005889711,0.00037503056,0.00027613385,0.000062380044,0.0004924663,0.0005216275,0.00008045871],"category_scores_gemma":[0.00019830029,0.0006189462,0.00075141806,0.0006041445,0.00010400543,0.000116764124,0.00011423088,0.00074456277,0.0011686806],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029348945,0.0001993547,7.610335e-8,0.63516283,0.000074517244,0.0000041444396,0.000045076522,4.914424e-10,5.3775942e-11,0.0038727866,0.03785702,0.32275486],"study_design_scores_gemma":[0.0005130053,0.00061867706,9.2276673e-7,0.48703262,0.0018694662,0.0002346611,0.000025605685,2.965406e-7,8.5077206e-10,0.00043455022,0.5089955,0.00027473897],"about_ca_topic_score_codex":0.000063688814,"about_ca_topic_score_gemma":0.000030439624,"teacher_disagreement_score":0.47113845,"about_ca_system_score_codex":0.0006448643,"about_ca_system_score_gemma":0.0014398454,"threshold_uncertainty_score":0.99962616},"labels":[],"label_agreement":null},{"id":"W2117487921","doi":"10.2196/mhealth.3941","title":"Cartographic Analysis of Antennas and Towers: A Novel Approach to Improving the Implementation and Data Transmission of mHealth Tools on Mobile Networks","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institute of Mental Health; National Institutes of Health","keywords":"Short Message Service; mHealth; Mobile device; Data collection; Telecommunications; Computer science; Engineering; World Wide Web; Psychological intervention; Medicine","score_opus":0.1789829143075894,"score_gpt":0.48734898411868066,"score_spread":0.30836606981109127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117487921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469621,0.008014308,0.026269188,0.004032404,0.00021676009,0.012837001,0.0011113229,0.00008743499,0.000469437],"genre_scores_gemma":[0.98226386,0.0073230388,0.0031143732,0.003948674,0.00015866329,0.002549014,0.0005854954,0.000037984188,0.000018871264],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950173,0.0006296525,0.0018087537,0.00096268,0.0004931895,0.001088434],"domain_scores_gemma":[0.9947413,0.00084316364,0.0010698341,0.001129328,0.00031253218,0.0019038251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004963253,0.00032225915,0.0009948888,0.00067343324,0.0009951091,0.000020188216,0.00037124156,0.00026698562,0.000010957638],"category_scores_gemma":[0.00008521478,0.00023841445,0.000058600355,0.0018582434,0.00019486083,0.00021507457,0.00023965609,0.00073708495,8.2739047e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017059146,0.0008188446,0.08013182,0.010681372,0.00020174644,4.9271057e-7,0.019948984,0.00043551027,0.000104234095,0.010507635,0.0044054147,0.87105805],"study_design_scores_gemma":[0.010487542,0.0051929117,0.7479566,0.0007406092,0.0024121914,0.000016004311,0.05624358,0.09943358,0.00001032112,0.0002818702,0.076328695,0.0008961119],"about_ca_topic_score_codex":0.0051082456,"about_ca_topic_score_gemma":0.0007793318,"teacher_disagreement_score":0.8701619,"about_ca_system_score_codex":0.00012501504,"about_ca_system_score_gemma":0.0015768892,"threshold_uncertainty_score":0.9722259},"labels":[],"label_agreement":null},{"id":"W2117812218","doi":"10.2196/mhealth.3704","title":"Application of Mobile Technology for Improving Expanded Program on Immunization Among Highland Minority and Stateless Populations in Northern Thailand Border","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Faculty of Tropical Medicine, Mahidol University; Mahidol University; Bill and Melinda Gates Foundation","keywords":"Immunization; Environmental health; Mobile phone; Poverty; Health care; Outreach; Phone; Intervention (counseling); Medicine; Geography; Nursing; Economic growth; Computer science; Telecommunications","score_opus":0.04578987375623586,"score_gpt":0.40898691726098496,"score_spread":0.36319704350474913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117812218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99643683,0.00046485654,0.00041288888,0.00067547837,0.000042078755,0.0017896909,0.000006373892,0.000046936482,0.0001248713],"genre_scores_gemma":[0.9987014,0.00018717459,0.000488727,0.000030691866,0.000054580258,0.00046308467,0.000035780977,0.000006867196,0.00003169459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914014,0.000060308645,0.00026245607,0.00018661012,0.00010659167,0.00024386792],"domain_scores_gemma":[0.9993987,0.000039782048,0.00018490132,0.00011141995,0.00013125739,0.00013392066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004521681,0.00007431902,0.00017747712,0.00014776648,0.00023634346,0.000018466826,0.000057446752,0.00011325558,9.4325816e-7],"category_scores_gemma":[0.000051023817,0.00007013171,0.000010075799,0.0002880819,0.00003616951,0.00011896577,0.000014907768,0.00009047346,3.6532145e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056301255,0.00013660119,0.81170845,0.0001945979,0.0000010135801,1.2880712e-7,0.0029886914,0.000009852338,0.000003772157,0.0015188532,0.000012340086,0.18336941],"study_design_scores_gemma":[0.0013147458,0.0005739897,0.9897683,0.000021978814,0.000011537057,4.228172e-7,0.0038811984,0.0009187323,0.000008920161,0.0021860136,0.0012131425,0.00010096462],"about_ca_topic_score_codex":0.005789377,"about_ca_topic_score_gemma":0.055171113,"teacher_disagreement_score":0.18326846,"about_ca_system_score_codex":0.000080369595,"about_ca_system_score_gemma":0.0002503081,"threshold_uncertainty_score":0.9620696},"labels":[],"label_agreement":null},{"id":"W2119174409","doi":"10.2196/mhealth.2841","title":"Who Uses Smoking Cessation Apps? A Feasibility Study Across Three Countries via Smartphones","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Sydney","keywords":"Smoking cessation; Demographics; mHealth; Android (operating system); App store; Smartphone application; Smartphone app; Medicine; Gerontology; Psychology; Demography; Family medicine; Internet privacy; World Wide Web; Psychological intervention; Computer science; Nursing; Multimedia","score_opus":0.08502005326239861,"score_gpt":0.4176864859744462,"score_spread":0.33266643271204754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119174409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995686,0.0001802761,0.00093287247,0.0011232609,0.00037056155,0.0014091743,0.00001602635,0.00016190585,0.00011995634],"genre_scores_gemma":[0.9982259,0.00010530093,0.00003606861,0.0010398629,0.00035690676,0.00011530703,0.000045043544,0.000028095155,0.00004748037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766845,0.000178411,0.000534432,0.00051310484,0.0005509723,0.0005546463],"domain_scores_gemma":[0.9986016,0.0001320525,0.0002648666,0.00044260584,0.0001826303,0.0003762477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017455434,0.00022815994,0.0004895678,0.00009724601,0.0006503895,0.00007676523,0.00007790373,0.0001570803,0.00003706404],"category_scores_gemma":[0.00008402938,0.00019376144,0.00004725359,0.00025334372,0.000121281744,0.00019591584,0.000041608855,0.00033320588,0.000003952953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003203035,0.00040555524,0.9720495,0.00078531704,0.000010909218,0.000002306774,0.0043813633,8.680742e-7,0.0000071843197,0.00009744249,0.00014580054,0.021793501],"study_design_scores_gemma":[0.0028324367,0.0011133504,0.9931311,0.00010600294,0.0001273342,0.00002161936,0.0013867775,0.00015143282,0.000030241245,0.0003127291,0.00063108787,0.00015589353],"about_ca_topic_score_codex":0.001297166,"about_ca_topic_score_gemma":0.0011776258,"teacher_disagreement_score":0.021637607,"about_ca_system_score_codex":0.0002238908,"about_ca_system_score_gemma":0.00021160842,"threshold_uncertainty_score":0.7901362},"labels":[],"label_agreement":null},{"id":"W2119701512","doi":"10.2196/mhealth.3949","title":"Effectiveness of 6 Months of Tailored Text Message Reminders for Obese Male Participants in a Worksite Weight Loss Program: Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea District Heating Corporation; Seoul National University Bundang Hospital","keywords":"Weight loss; Randomized controlled trial; Overweight; Medicine; Weight management; Body mass index; Physical therapy; Psychological intervention; Short Message Service; Health promotion; Intervention (counseling); Obesity; Nursing; Public health; Surgery","score_opus":0.08395174161817344,"score_gpt":0.4687422149968626,"score_spread":0.38479047337868916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119701512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8979161,0.0038092595,0.0005665495,0.0014822561,0.00083480275,0.09407198,0.00008180744,0.000089087654,0.0011481933],"genre_scores_gemma":[0.86074954,0.0020042278,0.001052225,0.000338594,0.00021344991,0.1352924,0.00008159411,0.000054168802,0.00021381945],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9877268,0.0049821474,0.0040503168,0.0007394014,0.0005528244,0.0019484941],"domain_scores_gemma":[0.98633933,0.008064781,0.0024434032,0.0006515236,0.000664705,0.0018362474],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.018458083,0.00043407443,0.0041145817,0.00049995474,0.00042350678,0.0000074454374,0.00026562996,0.00060321414,0.000040224306],"category_scores_gemma":[0.0024804212,0.00033901437,0.00030197107,0.00077583996,0.00041535994,0.00014850602,0.00007919314,0.00082256715,0.000009130615],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9537145,0.0013240288,0.010690544,0.017477458,0.000059123307,0.0000024159488,0.0025020933,0.000015534772,0.000008294112,0.0058391336,0.00091941893,0.007447444],"study_design_scores_gemma":[0.98013675,0.0016366988,0.008525529,0.001423749,0.00022844924,0.0000019281554,0.0011351748,0.0023285516,0.0000097939665,0.0025896616,0.0017377911,0.0002459339],"about_ca_topic_score_codex":0.0012162233,"about_ca_topic_score_gemma":0.0005381949,"teacher_disagreement_score":0.04122042,"about_ca_system_score_codex":0.00039196105,"about_ca_system_score_gemma":0.005279947,"threshold_uncertainty_score":0.9999062},"labels":[],"label_agreement":null},{"id":"W2120866838","doi":"10.2196/mhealth.3918","title":"Can Standards and Regulations Keep Up With Health Technology?","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Usability; Computer science; Phone; Mobile phone; Health care; Health technology; Mobile device; Mobile technology; Risk analysis (engineering); Emerging technologies; Internet privacy; Data science; Business; Human–computer interaction; Telecommunications; World Wide Web","score_opus":0.08620018887383,"score_gpt":0.4754644009308239,"score_spread":0.3892642120569939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120866838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6073398,0.016325682,0.0018776747,0.34879267,0.0012104487,0.015533077,0.0010747598,0.0014279484,0.006417923],"genre_scores_gemma":[0.96144813,0.004915984,0.0041119475,0.019798284,0.0005256132,0.00717081,0.00018519863,0.000114837116,0.0017291899],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939977,0.00065182766,0.0014835516,0.00096446206,0.00074295915,0.0021595329],"domain_scores_gemma":[0.99257874,0.000295363,0.00092668284,0.00084382656,0.0010178705,0.0043375213],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003497545,0.00044350204,0.0009199354,0.000614545,0.003212305,0.000025679643,0.00021448341,0.00046865953,0.000047506557],"category_scores_gemma":[0.00028977,0.00037196637,0.000026567166,0.0014643122,0.00043894709,0.0001752638,0.00015484916,0.0015008472,0.000032106145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014997054,0.00034887323,0.21033493,0.011432727,0.000047125413,0.000009830787,0.019609632,0.000008647336,0.0000031888283,0.2399893,0.16804907,0.348667],"study_design_scores_gemma":[0.009845358,0.002827621,0.11264226,0.00085786404,0.00007683708,0.000136806,0.02389567,0.00035727755,0.000001982625,0.014647756,0.8339609,0.0007496634],"about_ca_topic_score_codex":0.0023058308,"about_ca_topic_score_gemma":0.005157464,"teacher_disagreement_score":0.66591185,"about_ca_system_score_codex":0.0012027567,"about_ca_system_score_gemma":0.01773818,"threshold_uncertainty_score":0.9998732},"labels":[],"label_agreement":null},{"id":"W2121833483","doi":"10.2196/mhealth.3660","title":"Qualitative Feedback From a Text Messaging Intervention for Depression: Benefits, Drawbacks, and Cultural Differences","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Mental Health","keywords":"Psychological intervention; Mood; Psychology; Intervention (counseling); Feeling; Clinical psychology; mHealth; Qualitative research; Applied psychology; Psychotherapist; Social psychology; Psychiatry","score_opus":0.09159800737442624,"score_gpt":0.48463593410292993,"score_spread":0.3930379267285037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121833483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98441947,0.0060573397,0.0007986142,0.0041984543,0.00084158377,0.0009060246,0.00034173444,0.000090229514,0.0023465513],"genre_scores_gemma":[0.99647105,0.0000795037,0.0008148728,0.00087308895,0.0001999495,0.00046754902,0.00016103135,0.000026702593,0.0009062698],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974625,0.00044363012,0.00071397587,0.00061580987,0.00016371315,0.0006003573],"domain_scores_gemma":[0.9982251,0.00057102705,0.00038493087,0.00022738022,0.00006226124,0.00052930193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006949998,0.00024324625,0.00041684456,0.00010372479,0.00042995386,0.00010325208,0.00013133245,0.00013911558,0.000107158565],"category_scores_gemma":[0.000060457434,0.0002023172,0.00009276672,0.00011168231,0.00014878935,0.00027011766,0.00007575695,0.00022760598,0.000036729896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010771564,0.0009150516,0.025757583,0.0032826418,0.000080686266,0.0000011372227,0.039609123,2.6585792e-7,0.0000041736166,0.11769881,0.0068579456,0.80471545],"study_design_scores_gemma":[0.0060925283,0.0026435365,0.91716206,0.0014482654,0.000101981735,0.000022883385,0.026414162,0.00028285486,0.000022493374,0.038249876,0.0070516923,0.0005076739],"about_ca_topic_score_codex":0.0014247858,"about_ca_topic_score_gemma":0.00045814711,"teacher_disagreement_score":0.89140445,"about_ca_system_score_codex":0.000074339194,"about_ca_system_score_gemma":0.000031272062,"threshold_uncertainty_score":0.82502556},"labels":[],"label_agreement":null},{"id":"W2122152057","doi":"10.2196/mhealth.4047","title":"Adoption and Usage of mHealth Technology on Quality and Experience of Care Provided by Frontline Workers: Observations From Rural India","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Affect (linguistics); Health care; Quality (philosophy); Nursing; Medicine; Medical education; Psychology; Business; Psychological intervention; Economic growth","score_opus":0.1390730769237597,"score_gpt":0.4771424993042395,"score_spread":0.3380694223804798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122152057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97639817,0.010112871,0.00022139061,0.0075854925,0.00025690664,0.0042967466,0.00076029473,0.00011755951,0.00025058023],"genre_scores_gemma":[0.9859808,0.005263881,0.0026942382,0.002796143,0.00014609667,0.0026602286,0.0003559205,0.000037032598,0.000065642686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951865,0.0007245516,0.0020155245,0.00067398784,0.0004323666,0.0009670633],"domain_scores_gemma":[0.9950404,0.000736748,0.0015606706,0.00064756314,0.00048041262,0.0015341766],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013188894,0.00032993982,0.0009807479,0.00033090607,0.00081070774,0.000008114579,0.00019637564,0.00057575584,0.000016933362],"category_scores_gemma":[0.0004020627,0.00030542663,0.000033604454,0.0006329121,0.0003653322,0.00019684462,0.00013716104,0.00091676327,0.000005111708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010054107,0.00031111587,0.923197,0.006855334,0.000011076464,4.7799904e-7,0.017997578,0.0000013785901,0.00010746657,0.009901318,0.0038326157,0.036779255],"study_design_scores_gemma":[0.0044908547,0.0016936474,0.9171318,0.000828808,0.000044765467,0.000002226618,0.058139622,0.000092201684,0.000027937585,0.0019980045,0.015255902,0.00029425434],"about_ca_topic_score_codex":0.007355335,"about_ca_topic_score_gemma":0.001062743,"teacher_disagreement_score":0.040142044,"about_ca_system_score_codex":0.00031386013,"about_ca_system_score_gemma":0.0023294073,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null},{"id":"W2124775720","doi":"10.2196/mhealth.3505","title":"Validation of Physical Activity Tracking via Android Smartphones Compared to ActiGraph Accelerometer: Laboratory-Based and Free-Living Validation Studies","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Accelerometer; Activity monitor; Android (operating system); Physical activity; Computer science; mHealth; Activity tracker; Human–computer interaction; Sedentary behavior; Simulation; Embedded system; Physical medicine and rehabilitation; Wearable computer; Psychology; Operating system; Medicine","score_opus":0.17531056304224452,"score_gpt":0.4296736030543705,"score_spread":0.254363040012126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124775720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950647,0.00028281618,0.0004013984,0.003152217,0.0001099309,0.0008319568,0.00005225739,0.00007437533,0.000030399731],"genre_scores_gemma":[0.9984264,0.00013500667,0.00060629006,0.00049695576,0.00023689384,0.000056293844,0.00001602284,0.000021793996,0.0000043692207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998091,0.00027611875,0.0003344361,0.00042880475,0.00043971604,0.00042991544],"domain_scores_gemma":[0.9976602,0.0004930377,0.00032058405,0.00030954325,0.0003356674,0.0008809411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007442943,0.00023341042,0.0008861257,0.00025736296,0.00022199003,0.00002664335,0.00007066232,0.00008896481,0.0000021398196],"category_scores_gemma":[0.00030782082,0.00020602286,0.000051989886,0.00057255174,0.0001272305,0.00037093757,0.000060830727,0.00030633045,0.0000024673411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012007785,0.018003548,0.45444041,0.0428018,0.0004999941,0.00002377039,0.069751106,0.00025536626,0.15584065,0.000736238,0.004275862,0.24136347],"study_design_scores_gemma":[0.0046200478,0.0049973717,0.9218928,0.001015859,0.00026725387,0.000011612484,0.0014174944,0.0026293658,0.061688643,0.0007836299,0.00024379196,0.0004320815],"about_ca_topic_score_codex":0.00030532814,"about_ca_topic_score_gemma":0.00005780176,"teacher_disagreement_score":0.46745244,"about_ca_system_score_codex":0.00016712438,"about_ca_system_score_gemma":0.0005139437,"threshold_uncertainty_score":0.8401369},"labels":[],"label_agreement":null},{"id":"W2124977028","doi":"10.2196/mhealth.4222","title":"The Effectiveness of Mobile Phone-Based Care for Weight Control in Metabolic Syndrome Patients: Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy","keywords":"Overweight; Medicine; Weight loss; Randomized controlled trial; Obesity; Intervention (counseling); Physical therapy; Metabolic syndrome; Health care; Inclusion and exclusion criteria; mHealth; Psychological intervention; Gerontology; Internal medicine; Alternative medicine; Nursing","score_opus":0.028080302892960547,"score_gpt":0.40989065519583073,"score_spread":0.3818103523028702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124977028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8253649,0.019638965,0.0010058299,0.0011689827,0.0024391923,0.14937535,0.0002804326,0.00010512377,0.0006212505],"genre_scores_gemma":[0.7624932,0.0014754444,0.00014553581,0.001374224,0.00020932351,0.23408565,0.00012427891,0.00004755504,0.00004479103],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98506325,0.008916041,0.0032817228,0.00062665716,0.0005478165,0.0015645341],"domain_scores_gemma":[0.97413903,0.02101168,0.0017546115,0.00064693234,0.001132857,0.001314862],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.018656408,0.00041972075,0.0037254684,0.00034694507,0.0013463134,0.000013645757,0.00030336383,0.00042131072,0.000012843669],"category_scores_gemma":[0.0023910468,0.00026688795,0.00032379685,0.00051430205,0.00029606343,0.00010160208,0.000040391187,0.0007798123,0.000015924688],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97584695,0.00047046406,0.004660408,0.006269601,0.000039479582,5.0447306e-7,0.0009629788,0.0000325848,7.0903445e-7,0.007646762,0.00053893105,0.0035306553],"study_design_scores_gemma":[0.9629188,0.0014342035,0.0063053775,0.0003123617,0.00020123548,5.956201e-7,0.0008763442,0.0008417167,0.000001515394,0.0010150973,0.025896993,0.000195735],"about_ca_topic_score_codex":0.0008287103,"about_ca_topic_score_gemma":0.0004373539,"teacher_disagreement_score":0.0847103,"about_ca_system_score_codex":0.00047183424,"about_ca_system_score_gemma":0.0067862705,"threshold_uncertainty_score":0.9999783},"labels":[],"label_agreement":null},{"id":"W2125284636","doi":"10.2196/mhealth.2904","title":"Sexual and Reproductive Health for Young Adults in Colombia: Teleconsultation Using Mobile Devices","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reproductive health; Human sexuality; Public health; Sexual behavior; Young adult; Medicine; Psychology; Environmental health; Gerontology; Population; Clinical psychology; Nursing; Gender studies; Sociology","score_opus":0.06487501120015567,"score_gpt":0.45939913264494564,"score_spread":0.39452412144479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125284636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733843,0.0037878088,0.0010647738,0.0056661866,0.0005504109,0.015013212,0.0001453023,0.00015781156,0.00023015855],"genre_scores_gemma":[0.96685034,0.0025422229,0.005521846,0.007826298,0.00081577356,0.016016714,0.00017134435,0.000075373806,0.0001800867],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99375284,0.0010153617,0.0018586753,0.0012750295,0.00025966202,0.00183844],"domain_scores_gemma":[0.99538904,0.0012414373,0.0011594876,0.0005171613,0.00033895788,0.001353931],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00448601,0.00036307776,0.00089826284,0.00039237368,0.0023263372,0.000020135361,0.00014167078,0.0003661357,0.000016424903],"category_scores_gemma":[0.0004466525,0.0003653213,0.000031408923,0.00058449444,0.00015302433,0.00024931878,0.00007722335,0.0008928295,0.000012725357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020470675,0.0005836726,0.38843885,0.041477513,0.00001856109,9.5213267e-7,0.019097617,0.00004134713,0.00003351426,0.008066938,0.011316595,0.5288774],"study_design_scores_gemma":[0.011154378,0.0033503938,0.8005298,0.0008902626,0.000058678423,0.00003799636,0.014793775,0.016697342,0.0000036399688,0.0014575624,0.15029584,0.00073037145],"about_ca_topic_score_codex":0.006345328,"about_ca_topic_score_gemma":0.011867624,"teacher_disagreement_score":0.528147,"about_ca_system_score_codex":0.0006140646,"about_ca_system_score_gemma":0.002594001,"threshold_uncertainty_score":0.9998799},"labels":[],"label_agreement":null},{"id":"W2125443970","doi":"10.2196/mhealth.4374","title":"Evaluation of Social Media Utilization by Latino Adolescents: Implications for Mobile Health Interventions","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Health and Human Services","keywords":"Acculturation; Social media; Psychological intervention; Intervention (counseling); Psychology; Short Message Service; Girl; Gerontology; Medicine; Ethnic group; Developmental psychology; Sociology; Psychiatry","score_opus":0.5057442822268907,"score_gpt":0.5832221046782847,"score_spread":0.07747782245139401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125443970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073133,0.012244978,0.0027481203,0.044298265,0.006423778,0.024831343,0.00081308867,0.000281318,0.0010458408],"genre_scores_gemma":[0.9907012,0.00068664073,0.00044825673,0.00039640465,0.00078328524,0.0066208066,0.00033092315,0.000021007128,0.000011459648],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963122,0.0012484036,0.00082434143,0.0003055294,0.00076343946,0.0005460954],"domain_scores_gemma":[0.9962249,0.0005748189,0.00079733203,0.00015453968,0.0015036901,0.000744714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008483549,0.00012273467,0.0003351258,0.00016026697,0.0009900979,0.000027182414,0.00014676867,0.00016881932,0.000022710585],"category_scores_gemma":[0.0033758834,0.00014057553,0.000072918614,0.0005622662,0.0002221095,0.00020942904,0.000018288883,0.00014324805,0.0000035743878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006343428,0.0008072588,0.020158174,0.0022790062,0.000012869521,7.434252e-9,0.15940137,0.000005533799,0.0000029787955,0.025661675,0.034781788,0.7568259],"study_design_scores_gemma":[0.0054557794,0.0014017094,0.77067244,0.000658067,0.0003935155,8.3237217e-7,0.08031101,0.0007024918,0.000008395727,0.025871126,0.113978565,0.0005460531],"about_ca_topic_score_codex":0.0018398176,"about_ca_topic_score_gemma":0.0031330525,"teacher_disagreement_score":0.7562798,"about_ca_system_score_codex":0.0012242025,"about_ca_system_score_gemma":0.0059971884,"threshold_uncertainty_score":0.9996379},"labels":[],"label_agreement":null},{"id":"W2126256481","doi":"10.2196/mhealth.2779","title":"Comparison of Mobile Apps for the Leading Causes of Death Among Different Income Zones: A Review of the Literature and App Stores","year":2014,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Cause of death; Disease; Medicine; Mobile phone; Scopus; App store; Telemedicine; Health care; Internet privacy; MEDLINE; World Wide Web; Computer science; Pathology; Psychological intervention; Telecommunications; Nursing","score_opus":0.13201733096813253,"score_gpt":0.5304436022092806,"score_spread":0.39842627124114804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126256481","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028781933,0.96938306,0.00009928974,0.00044718065,0.0004909883,0.025894826,0.0007009101,0.00003593254,0.000069627975],"genre_scores_gemma":[0.0069597447,0.9673364,0.00014408778,0.0007769782,0.0002905524,0.024084052,0.0001559293,0.00008195967,0.00017027369],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99142426,0.0018074994,0.0045447946,0.0006877663,0.0004936829,0.0010420034],"domain_scores_gemma":[0.9861344,0.0049721226,0.0063805007,0.0013403347,0.0004798779,0.00069275463],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031234638,0.0006433066,0.005035634,0.00026316763,0.0013034153,0.000008787654,0.00063630485,0.0007130697,0.000016652366],"category_scores_gemma":[0.00044476864,0.0003355344,0.0004322951,0.0007215161,0.0004148285,0.00005945155,0.00026820676,0.0017816331,0.00000224206],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027733271,0.00012208964,0.008455494,0.74384874,0.000036565205,4.2097252e-8,0.0011784682,2.253711e-7,5.2577462e-8,0.003571229,0.0029960885,0.23976327],"study_design_scores_gemma":[0.0005450138,0.00039915863,0.0060391547,0.25082952,0.00087503204,0.000003923445,0.0003245899,0.00003299239,2.468414e-7,0.00015767214,0.74058414,0.00020856565],"about_ca_topic_score_codex":0.00039234155,"about_ca_topic_score_gemma":0.00037731364,"teacher_disagreement_score":0.73758805,"about_ca_system_score_codex":0.00021271373,"about_ca_system_score_gemma":0.002370646,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W2126335261","doi":"10.2196/mhealth.4924","title":"Health App Use Among US Mobile Phone Owners: A National Survey","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1428,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Verizon Foundation","keywords":"Mobile phone; mHealth; Phone; Internet privacy; National Health and Nutrition Examination Survey; Population; Medicine; Mobile apps; Gerontology; Environmental health; Psychology; Psychological intervention; World Wide Web; Computer science; Nursing","score_opus":0.19028926302880672,"score_gpt":0.48839511784360307,"score_spread":0.29810585481479634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126335261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629406,0.0045532063,0.0006544216,0.009373881,0.0020613272,0.014303641,0.0012659509,0.0009201124,0.0039268974],"genre_scores_gemma":[0.93358934,0.005322294,0.0017237967,0.036278907,0.0012920464,0.017153628,0.0013628139,0.00015659528,0.0031205944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9886672,0.0030371246,0.0026644939,0.0012900911,0.0012859183,0.0030551702],"domain_scores_gemma":[0.9876137,0.0017177196,0.0016317298,0.0008896676,0.0013313906,0.006815812],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00992626,0.0006065559,0.0012936072,0.0005627697,0.0028087555,0.00005959139,0.00040068344,0.0006121605,0.00016499207],"category_scores_gemma":[0.0010218311,0.00055424863,0.00009759755,0.0013505935,0.00032630554,0.00061725493,0.00022093553,0.0020159725,0.0007293964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006498196,0.0004966494,0.5853832,0.0032116463,0.000020324664,0.0000031430336,0.003586339,0.00003327319,0.0000011004738,0.0037417153,0.3813317,0.02154109],"study_design_scores_gemma":[0.0033217343,0.0005437228,0.6679914,0.00019387413,0.000014688653,0.000013021969,0.0010337137,0.0005070446,3.801376e-7,0.00063204096,0.3253734,0.00037494305],"about_ca_topic_score_codex":0.034778085,"about_ca_topic_score_gemma":0.016002297,"teacher_disagreement_score":0.08260823,"about_ca_system_score_codex":0.001956149,"about_ca_system_score_gemma":0.016652139,"threshold_uncertainty_score":0.9996909},"labels":[],"label_agreement":null},{"id":"W2127674636","doi":"10.2196/mhealth.3694","title":"The Long Way From Government Open Data to Mobile Health Apps: Overcoming Institutional Barriers in the US Federal Government","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Open government; Mobile apps; Internet privacy; mHealth; Business; Open data; Public relations; Computer science; Political science; World Wide Web; Medicine; Psychological intervention; Nursing","score_opus":0.09293289257995631,"score_gpt":0.4525631966326944,"score_spread":0.3596303040527381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127674636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7977651,0.0056421105,0.0023944057,0.123065524,0.0027044835,0.055703867,0.003423874,0.00019221181,0.009108438],"genre_scores_gemma":[0.8522516,0.0048670545,0.001007844,0.10142016,0.0010466167,0.038689062,0.0003472525,0.000057953777,0.00031247412],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98973507,0.0026938713,0.0022153172,0.001355256,0.0015991996,0.0024013151],"domain_scores_gemma":[0.99125063,0.0026961227,0.000961532,0.0024570462,0.00007383616,0.0025608412],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01169574,0.00046242925,0.0007990925,0.000055332348,0.009427403,0.00018955412,0.002628726,0.00025785185,0.00011259264],"category_scores_gemma":[0.00058237877,0.00030933385,0.000052611154,0.00054648676,0.00019364947,0.0003909994,0.0016348794,0.001746454,0.00013042141],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015368022,0.0005127554,0.13142543,0.0021928486,0.00003348292,0.0000054968123,0.0074963947,0.00012343028,0.0000052221594,0.046796475,0.15176968,0.658102],"study_design_scores_gemma":[0.0019810484,0.00054209796,0.22544622,0.0003104996,0.000013226568,0.000004639201,0.0050960043,0.0012876278,4.645334e-7,0.0005177097,0.7645627,0.0002377528],"about_ca_topic_score_codex":0.016992643,"about_ca_topic_score_gemma":0.039473556,"teacher_disagreement_score":0.6578642,"about_ca_system_score_codex":0.0024587952,"about_ca_system_score_gemma":0.004330949,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W2128317495","doi":"10.2196/mhealth.3808","title":"Identifying Quality Indicators Used by Patients to Choose Secondary Health Care Providers: A Mixed Methods Approach","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Health care; Quality (philosophy); Competence (human resources); Categorization; Focus group; Descriptive statistics; Medicine; Usability; Nursing; Business; Psychology; Marketing; Computer science; Statistics","score_opus":0.161410253190097,"score_gpt":0.5452398336571156,"score_spread":0.3838295804670186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128317495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8737165,0.019655623,0.0193168,0.027956294,0.0041077253,0.043615438,0.0019414292,0.0014695462,0.008220695],"genre_scores_gemma":[0.82121384,0.0010577363,0.07375969,0.06795667,0.0009666861,0.030887833,0.002844058,0.0003029331,0.0010105633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843467,0.005967972,0.0034653312,0.0017889629,0.0010810982,0.0033499284],"domain_scores_gemma":[0.9857362,0.0007962006,0.0020072672,0.0013147108,0.00056305574,0.009582585],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008794559,0.0007248518,0.0016377575,0.0008412231,0.0032067697,0.00006603306,0.0005970384,0.00067727274,0.000058826536],"category_scores_gemma":[0.0007151528,0.0006963461,0.00012892165,0.0017489586,0.00016681784,0.0004298076,0.0003918351,0.0024495968,0.00019423278],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006304441,0.0007778554,0.06582174,0.022075295,0.000024585948,6.811001e-7,0.08110405,0.0000015635575,0.0000052348178,0.0028909887,0.3012285,0.5254391],"study_design_scores_gemma":[0.009393232,0.0013099341,0.262582,0.00031430626,0.00005923625,0.0000036313563,0.07589505,0.000039218052,0.000008448429,0.00062410696,0.64879465,0.0009761613],"about_ca_topic_score_codex":0.0066301087,"about_ca_topic_score_gemma":0.0008195925,"teacher_disagreement_score":0.5244629,"about_ca_system_score_codex":0.002561687,"about_ca_system_score_gemma":0.01286445,"threshold_uncertainty_score":0.9999848},"labels":[],"label_agreement":null},{"id":"W2131476586","doi":"10.2196/mhealth.3114","title":"Real-Time Monitoring of School Absenteeism to Enhance Disease Surveillance: A Pilot Study of a Mobile Electronic Reporting System","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Office of the Higher Education Commission; Mahidol University","keywords":"Disease surveillance; Electronic surveillance; Absenteeism; Medicine; Computer science; Medical emergency; Environmental health; Psychology; Public health; Internet privacy; Nursing","score_opus":0.03224327845778283,"score_gpt":0.3857247300951332,"score_spread":0.35348145163735034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131476586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580854,0.0006231808,0.000037483227,0.000114297734,0.00013939338,0.0027186212,0.000067263274,0.00017348921,0.00031775146],"genre_scores_gemma":[0.99855965,0.0002835792,0.00021628509,0.000059555354,0.0002957972,0.00036709555,0.000033856715,0.000048634687,0.00013556538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956059,0.00035766413,0.001963506,0.00067699485,0.0006102426,0.00078570197],"domain_scores_gemma":[0.99528134,0.0001652989,0.0017805552,0.0009941863,0.0003019211,0.0014766884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002406321,0.00026543075,0.0011739752,0.00021394396,0.00013168724,0.000011772338,0.0001523453,0.00004183009,0.000014622533],"category_scores_gemma":[0.0007370252,0.0002457701,0.000063948515,0.00046919484,0.000046044755,0.000073016985,0.00009189688,0.00026327683,0.00001869911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033299609,0.0017757253,0.9742621,0.011293862,0.00006147358,0.000029388946,0.0005845365,0.000042685977,0.0030934627,0.000056896733,0.00044724433,0.00502264],"study_design_scores_gemma":[0.0015488195,0.007591211,0.98832965,0.00081313116,0.00007327828,0.000013649121,0.000759122,0.00032308354,0.00011132516,0.000007550394,0.00024479034,0.00018439382],"about_ca_topic_score_codex":0.001161465,"about_ca_topic_score_gemma":0.00005382599,"teacher_disagreement_score":0.014067523,"about_ca_system_score_codex":0.00033089778,"about_ca_system_score_gemma":0.0010350989,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W2131801759","doi":"10.2196/mhealth.2459","title":"User Perceptions of an mHealth Medicine Dosing Tool for Community Health Workers","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Health care; Medical prescription; Dosing; Medicine; Medical education; Phone; Qualitative research; Nursing; Family medicine; Psychological intervention","score_opus":0.10545928348157993,"score_gpt":0.4938201546594625,"score_spread":0.38836087117788254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131801759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354249,0.0016631259,0.0041319807,0.036163416,0.0008934369,0.019868864,0.00033538212,0.0004139839,0.0011048669],"genre_scores_gemma":[0.927051,0.004044684,0.013579839,0.031399556,0.0012395915,0.020896737,0.00075947976,0.00016281063,0.00086630497],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98891467,0.0032262781,0.0035933978,0.0008804533,0.000575577,0.0028096386],"domain_scores_gemma":[0.9895679,0.0024132514,0.0020788196,0.0016114226,0.0008385506,0.0034900676],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0070338543,0.0005830135,0.0016310734,0.0005752288,0.006989256,0.000020865093,0.00055827823,0.0005658179,0.0006605287],"category_scores_gemma":[0.00041935412,0.00051459565,0.00012731871,0.00088335853,0.00054319564,0.00053046265,0.00014563557,0.0024131655,0.000097642755],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010707566,0.0018775373,0.22328852,0.060055036,0.000057094494,5.7806056e-7,0.027880412,0.000019426032,0.0001501068,0.037260972,0.22198284,0.42635673],"study_design_scores_gemma":[0.006285508,0.0035747308,0.88127464,0.0014264575,0.000089813264,0.000013855658,0.02847259,0.0007814433,0.0000019695667,0.0054491106,0.072093695,0.00053617853],"about_ca_topic_score_codex":0.040692467,"about_ca_topic_score_gemma":0.005003933,"teacher_disagreement_score":0.6579861,"about_ca_system_score_codex":0.00087126275,"about_ca_system_score_gemma":0.0052854414,"threshold_uncertainty_score":0.9998883},"labels":[],"label_agreement":null},{"id":"W2131802433","doi":"10.2196/mhealth.3058","title":"Customized-Language Voice Survey on Mobile Devices for Text and Image Data Collection Among Ethnic Groups in Thailand: A Proof-of-Concept Study","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Faculty of Tropical Medicine, Mahidol University; Mahidol University; Bill and Melinda Gates Foundation","keywords":"Data collection; Interview; Ethnic group; Local language; Applied psychology; Psychology; Computer science; Research design; Medical education; Medicine; Statistics","score_opus":0.24182869449772637,"score_gpt":0.508667203985064,"score_spread":0.26683850948733767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131802433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953058,0.00092965364,0.00029513272,0.00019958941,0.00022454566,0.0027651922,0.00010672817,0.000029250403,0.00014414932],"genre_scores_gemma":[0.9985422,0.0001408881,0.0004784926,0.00024420721,0.000115190094,0.0002364614,0.000072902396,0.000014165531,0.00015551968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9806474,0.017697802,0.00043737752,0.00053426775,0.00020898554,0.00047416022],"domain_scores_gemma":[0.9833919,0.015653793,0.00029378914,0.00034385442,0.00007374103,0.00024296765],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.052217156,0.00015108436,0.00048093594,0.00019465097,0.0005110421,0.000027442047,0.00024729117,0.00017556251,0.000012462035],"category_scores_gemma":[0.005710634,0.00013260817,0.000020464826,0.0005064876,0.00030863617,0.00022230252,0.000069254056,0.00027339542,0.0000010486444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018882973,0.0010661553,0.73381,0.00054039626,0.000027810467,0.0000032150297,0.1433987,0.0000042864935,0.000011540514,0.00007152666,0.0017269168,0.10045647],"study_design_scores_gemma":[0.0024113564,0.0012596057,0.9820088,0.000034583343,0.00001998373,5.3949077e-7,0.013452496,0.00028400501,0.00001371905,0.00005704669,0.00033152127,0.00012632759],"about_ca_topic_score_codex":0.030883884,"about_ca_topic_score_gemma":0.27958122,"teacher_disagreement_score":0.24869734,"about_ca_system_score_codex":0.000059925093,"about_ca_system_score_gemma":0.0004000225,"threshold_uncertainty_score":0.9759419},"labels":[],"label_agreement":null},{"id":"W2131941431","doi":"10.2196/mhealth.3307","title":"Dietary Approaches to Stop Hypertension: Lessons Learned From a Case Study on the Development of an mHealth Behavior Change System","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; Consortia for Improving Medicine with Innovation and Technology","keywords":"mHealth; Behavior change; Sustainability; Population; Environmental health; Computer science; Medicine; Psychology; Business; Risk analysis (engineering); Gerontology; Internet privacy; Nursing; Social psychology; Psychological intervention","score_opus":0.6231391074846883,"score_gpt":0.4931553897913231,"score_spread":0.12998371769336514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131941431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9619034,0.00027925996,0.00013998811,0.015952004,0.0005918162,0.020321054,0.00017530678,0.00026515644,0.00037199655],"genre_scores_gemma":[0.935022,0.00010237728,0.0021174047,0.008420919,0.0008186365,0.053265844,0.000109296096,0.000094384624,0.000049141036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99062026,0.0031500047,0.0023692993,0.001351708,0.0007333366,0.0017753785],"domain_scores_gemma":[0.99256414,0.0015331322,0.0010696822,0.0017149514,0.00022791141,0.0028901584],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005545316,0.00055995065,0.001205482,0.00036530412,0.004726697,0.000020498223,0.00046497074,0.0003893022,0.000041591236],"category_scores_gemma":[0.00013589318,0.00040411265,0.00007253357,0.00068286917,0.00010519521,0.00013868904,0.00022875429,0.0014503505,0.00013896039],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009309259,0.003455266,0.020390535,0.005922216,0.0000387502,0.000075912954,0.091516726,0.000004013674,0.00002094413,0.007236453,0.0011070797,0.8693012],"study_design_scores_gemma":[0.0045944466,0.0043207007,0.73351026,0.0009848037,0.00029971072,0.00014214969,0.22563486,0.0015539669,0.000010395273,0.00017214331,0.027973961,0.0008026297],"about_ca_topic_score_codex":0.008270623,"about_ca_topic_score_gemma":0.0069187707,"teacher_disagreement_score":0.86849856,"about_ca_system_score_codex":0.00053290784,"about_ca_system_score_gemma":0.002146562,"threshold_uncertainty_score":0.9998411},"labels":[],"label_agreement":null},{"id":"W2133666939","doi":"10.2196/mhealth.3710","title":"Digital Technology Ownership, Usage, and Factors Predicting Downloading Health Apps Among Caucasian, Filipino, Korean, and Latino Americans: The Digital Link to Health Survey","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Heart, Lung, and Blood Institute; University of California, San Francisco; National Institutes of Health","keywords":"Psychological intervention; Ethnic group; mHealth; Medicine; Gerontology; Digital divide; Logistic regression; Health equity; Descriptive statistics; Demography; Health Information National Trends Survey; Public health; Health care; The Internet; Health information; Nursing; Sociology; World Wide Web","score_opus":0.06961123211192315,"score_gpt":0.40627252810524606,"score_spread":0.3366612959933229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133666939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9037538,0.002496689,0.0014965791,0.07781925,0.0005839949,0.010381756,0.0013464299,0.0007019463,0.0014195627],"genre_scores_gemma":[0.97642285,0.0036623871,0.0004182769,0.015551011,0.00063790893,0.0022146387,0.00051501713,0.00012317182,0.00045475952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99018794,0.001504706,0.002611531,0.0016437256,0.00060282386,0.003449257],"domain_scores_gemma":[0.9889113,0.0031584138,0.0018023809,0.0010950027,0.00024983287,0.0047830823],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0049833963,0.0007864265,0.001570577,0.0007193116,0.0059818765,0.0002025907,0.00045959733,0.00054031523,0.000021358317],"category_scores_gemma":[0.0015165462,0.000593555,0.00007299978,0.0016707501,0.00075194414,0.00046277366,0.00047822445,0.0024882234,0.000042963344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000729776,0.00006042784,0.6505339,0.0019858696,0.000012951588,4.9432026e-7,0.004126847,0.0000019837291,4.1269715e-7,0.0014178097,0.0055775475,0.33620873],"study_design_scores_gemma":[0.0012710276,0.0011618581,0.9003835,0.0005697179,0.00001633711,0.000022634966,0.00653808,0.0004948177,4.0830383e-7,0.00042230252,0.08866886,0.000450475],"about_ca_topic_score_codex":0.006362239,"about_ca_topic_score_gemma":0.0069604088,"teacher_disagreement_score":0.33575827,"about_ca_system_score_codex":0.0005972403,"about_ca_system_score_gemma":0.0026893255,"threshold_uncertainty_score":0.9998131},"labels":[],"label_agreement":null},{"id":"W2134033197","doi":"10.2196/mhealth.3663","title":"Analyzing the Mobile “Digital Divide”: Changing Determinants of Household Phone Ownership Over Time in Rural Bangladesh","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Socioeconomic status; Population; Business; Household income; Demographic economics; Economic growth; Demography; Economics; Geography; Telecommunications; Engineering; Sociology","score_opus":0.07038818036858793,"score_gpt":0.32807299972128856,"score_spread":0.2576848193527006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134033197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968411,0.00097017945,0.0006589645,0.000690382,0.00020188166,0.00032928627,0.000010425007,0.00008217168,0.00021560976],"genre_scores_gemma":[0.9986674,0.00011647059,0.0005163813,0.00041896227,0.000081448336,0.00004318606,0.000004389345,0.00001532997,0.00013639333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982041,0.00019389998,0.0004579793,0.00019452091,0.000282825,0.00066664524],"domain_scores_gemma":[0.99864686,0.00026935694,0.00024578895,0.00055082253,0.000055332617,0.00023187308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013569564,0.00016928263,0.0003243067,0.0003476823,0.00020534986,0.0001342824,0.0007291674,0.00007164268,0.0000024212734],"category_scores_gemma":[0.000057412988,0.00012411381,0.00003529601,0.0007857795,0.00011190456,0.00057896745,0.0004476561,0.0002895759,0.000008975125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017168764,0.0004223512,0.55545527,0.0017374334,0.00002897102,0.00004446186,0.13325438,0.0002213273,0.00003210937,0.0026548984,0.0051414496,0.30083567],"study_design_scores_gemma":[0.0067622513,0.0019757675,0.8441005,0.0025339052,0.000046671197,0.00031142685,0.011578051,0.111663185,0.00067924306,0.012685309,0.00560856,0.002055182],"about_ca_topic_score_codex":0.00027361524,"about_ca_topic_score_gemma":0.00006237319,"teacher_disagreement_score":0.29878047,"about_ca_system_score_codex":0.0001361187,"about_ca_system_score_gemma":0.00041454128,"threshold_uncertainty_score":0.5061214},"labels":[],"label_agreement":null},{"id":"W2134542779","doi":"10.2196/mhealth.3088","title":"An Evaluation of Mobile Health Application Tools","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":250,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Verizon","keywords":"Mobile phone; mHealth; Computer science; Inclusion (mineral); Medicine; Multimedia; Medical education; Psychology; Nursing; Psychological intervention","score_opus":0.13055707749437875,"score_gpt":0.526707614490792,"score_spread":0.3961505369964132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134542779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9370439,0.00417445,0.013328455,0.0048973593,0.0007929736,0.030909296,0.00022466184,0.00050866796,0.008120219],"genre_scores_gemma":[0.95008296,0.0019022453,0.0016734073,0.0072155176,0.00065422634,0.037941214,0.00041429338,0.00006035611,0.000055810353],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912634,0.003168354,0.0022962026,0.00087825634,0.0009447757,0.0014490413],"domain_scores_gemma":[0.9934193,0.00070087524,0.0017918636,0.0012335916,0.00085393374,0.0020004748],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013398245,0.0003269933,0.00088802574,0.00033336825,0.0017897269,0.000013518016,0.00031679455,0.00036368854,0.00017653008],"category_scores_gemma":[0.0002480959,0.00031379535,0.00006275581,0.00063324306,0.00014661552,0.00032206756,0.000058520905,0.0008207215,0.00011333117],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009314179,0.00034773393,0.0144097805,0.004497172,0.000005496628,3.183226e-8,0.0019273041,0.000053715292,0.00006318493,0.04649818,0.002757633,0.9293466],"study_design_scores_gemma":[0.007081024,0.004414638,0.42436692,0.00046970582,0.00016883905,0.000008569356,0.004164603,0.045966282,0.00002229569,0.010793533,0.5018683,0.0006752726],"about_ca_topic_score_codex":0.0015044855,"about_ca_topic_score_gemma":0.0006898658,"teacher_disagreement_score":0.92867136,"about_ca_system_score_codex":0.0005919925,"about_ca_system_score_gemma":0.004577976,"threshold_uncertainty_score":0.9999314},"labels":[],"label_agreement":null},{"id":"W2135692350","doi":"10.2196/mhealth.2432","title":"Long-Term Engagement With a Mobile Self-Management System for People With Type 2 Diabetes","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Self-management; Mobile phone; Intervention (counseling); Psychology; mHealth; Self-monitoring; Applied psychology; Mobile technology; Type 2 Diabetes Mellitus; Phone; Diabetes management; Mobile device; Type 2 diabetes; Medicine; Computer science; Diabetes mellitus; Social psychology; Psychological intervention; World Wide Web; Human–computer interaction","score_opus":0.0342555850783051,"score_gpt":0.38786563340989916,"score_spread":0.35361004833159404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135692350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538691,0.0015254958,0.001171831,0.0022960878,0.00047831127,0.03762429,0.00006483621,0.00076331827,0.0022067095],"genre_scores_gemma":[0.8488301,0.0021811808,0.007623032,0.003525157,0.00041652672,0.13645282,0.00019218726,0.0001153159,0.0006636664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99474,0.00044769817,0.0011450155,0.00094342395,0.00044603477,0.0022778409],"domain_scores_gemma":[0.99550116,0.0005707,0.0007262643,0.00083869114,0.0005362666,0.0018269096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012686311,0.00047687066,0.0008382362,0.00027060625,0.002782554,0.000039398965,0.00027083125,0.00024729935,0.00016027185],"category_scores_gemma":[0.00001227357,0.00034426537,0.00004640382,0.0006860189,0.00008049455,0.00021417756,0.000105717205,0.00075379346,0.00027985146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012116726,0.0009610522,0.7322905,0.15584803,0.00020590129,0.000007759701,0.0058977124,0.00002132032,0.0000076500355,0.015610781,0.024967939,0.06296966],"study_design_scores_gemma":[0.009453288,0.004758705,0.8557909,0.0018582257,0.00039209396,0.000017541448,0.006075627,0.00054587,0.0000057390744,0.00010820752,0.12018249,0.0008113084],"about_ca_topic_score_codex":0.00031435245,"about_ca_topic_score_gemma":0.00048322568,"teacher_disagreement_score":0.1539898,"about_ca_system_score_codex":0.0006426849,"about_ca_system_score_gemma":0.0014631937,"threshold_uncertainty_score":0.99990094},"labels":[],"label_agreement":null},{"id":"W2138665545","doi":"10.2196/mhealth.3549","title":"Application of Low-Cost Methodologies for Mobile Phone App Development","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Mobile phone; App store; Phone; The Internet; Mobile apps; Internet privacy; World Wide Web; Mobile device; Process (computing); Multimedia; Telecommunications","score_opus":0.13516732873688606,"score_gpt":0.5066105601182329,"score_spread":0.37144323138134683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138665545","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2740237,0.002515483,0.67239434,0.0049689338,0.00123135,0.040724926,0.00024738215,0.0007392413,0.0031546564],"genre_scores_gemma":[0.7628074,0.0021019902,0.09308615,0.007301101,0.0008323955,0.13260037,0.00042304717,0.00010104558,0.00074647006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950095,0.00069286354,0.001897163,0.00071344903,0.00029364935,0.0013933693],"domain_scores_gemma":[0.9942292,0.00246537,0.0011930154,0.0006721261,0.00040080445,0.0010395129],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0046604066,0.00031081733,0.00084099395,0.0002560178,0.0016199194,0.00000604205,0.0002722769,0.00040544328,0.000043101416],"category_scores_gemma":[0.0003472512,0.00028188003,0.000068715846,0.000417615,0.000142528,0.000091726746,0.000097489065,0.00057871087,0.00009568612],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053463015,0.00023086678,0.010545428,0.023758536,0.000012191851,6.327898e-8,0.0023866158,0.000020824902,0.00015168506,0.02823014,0.00863704,0.925492],"study_design_scores_gemma":[0.0033490004,0.00038047336,0.07171173,0.00024235783,0.00004180399,0.0000022724894,0.0012855047,0.0016791068,0.00023106005,0.0040349867,0.916691,0.0003506808],"about_ca_topic_score_codex":0.0002568564,"about_ca_topic_score_gemma":0.00020277262,"teacher_disagreement_score":0.9251413,"about_ca_system_score_codex":0.00024009706,"about_ca_system_score_gemma":0.001858997,"threshold_uncertainty_score":0.99996334},"labels":[],"label_agreement":null},{"id":"W2138914715","doi":"10.2196/mhealth.3303","title":"The Application of Telemedicine in Orthopedic Surgery in Singapore: A Pilot Study on a Secure, Mobile Telehealth Application and Messaging Platform","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Telehealth; mHealth; Orthopedic surgery; Medicine; Mobile device; Medical emergency; Health care; Computer science; World Wide Web; Surgery; Nursing; Psychological intervention","score_opus":0.053472060331622474,"score_gpt":0.3966942861981059,"score_spread":0.34322222586648343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138914715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894753,0.00094473246,0.00042299187,0.0039606392,0.00006113,0.0049229763,0.0000071130985,0.00004383548,0.00016125632],"genre_scores_gemma":[0.9944006,0.0018165675,0.00008660295,0.002191805,0.00017591554,0.0012058587,0.000083409526,0.000030815572,0.000008397425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99663955,0.00023203697,0.0014498397,0.0005218284,0.0004986194,0.0006581389],"domain_scores_gemma":[0.9974665,0.000995042,0.0006168302,0.00041281807,0.00008223001,0.0004265521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004507707,0.0002404649,0.0007326322,0.00056055404,0.0002486822,0.00001018494,0.00007236106,0.0000699583,0.0000023525727],"category_scores_gemma":[0.00015948505,0.00017539438,0.000021213502,0.00082578487,0.00012229307,0.000088184155,0.000031514344,0.000518072,0.0000014596584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008809323,0.00072406983,0.67678195,0.0014470125,0.0000057395137,0.0000024103092,0.0016171262,0.0000015203411,0.000024081166,0.0009118858,0.00017197116,0.3174313],"study_design_scores_gemma":[0.004556115,0.0073629264,0.9768644,0.00020052282,0.000036606274,0.000027106498,0.0035929857,0.0011569553,0.0000075802914,0.00032513044,0.0057468247,0.00012283777],"about_ca_topic_score_codex":0.00292704,"about_ca_topic_score_gemma":0.0038954958,"teacher_disagreement_score":0.31730846,"about_ca_system_score_codex":0.00019364983,"about_ca_system_score_gemma":0.00046288653,"threshold_uncertainty_score":0.71523756},"labels":[],"label_agreement":null},{"id":"W2139806192","doi":"10.2196/mhealth.3321","title":"Validation of a Portable Device for Mapping Motor and Gait Disturbances in Parkinson’s Disease","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Economía y Competitividad","keywords":"Interquartile range; Physical medicine and rehabilitation; Parkinson's disease; Wearable computer; Gait; Medicine; Psychology; Computer science; Physical therapy; Disease; Internal medicine","score_opus":0.09512544160201088,"score_gpt":0.41599006346582074,"score_spread":0.3208646218638099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139806192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913994,0.004120888,0.00022105825,0.0014641706,0.000304373,0.00195666,0.00011809702,0.00003445144,0.000380911],"genre_scores_gemma":[0.9957451,0.0013482425,0.00080120336,0.00079404877,0.00021188338,0.00057044474,0.000110127934,0.000016547814,0.00040239267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980471,0.00027459706,0.0006865012,0.00031697692,0.0001670926,0.0005077314],"domain_scores_gemma":[0.99849194,0.00019527628,0.00045360977,0.00016348968,0.0001228233,0.0005728492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014719267,0.00013439234,0.0003531609,0.00013147022,0.00029070696,0.000007849231,0.00006483089,0.00011631331,0.0000028102857],"category_scores_gemma":[0.00013395862,0.00012252835,0.0000275504,0.00017841565,0.000043762167,0.00019288516,0.000035053592,0.00021700289,0.0000029147152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008434758,0.00033514533,0.97015643,0.011700806,0.000007649418,0.0000014223424,0.00494822,8.028953e-7,0.000095196876,0.0013476879,0.0048738318,0.0056893537],"study_design_scores_gemma":[0.0023358772,0.00015838524,0.96375275,0.0004691888,0.000020575679,4.8564914e-7,0.0020878455,0.0006088069,7.433338e-7,0.0027969028,0.027655011,0.000113450704],"about_ca_topic_score_codex":0.0007271369,"about_ca_topic_score_gemma":0.00032859342,"teacher_disagreement_score":0.02278118,"about_ca_system_score_codex":0.00012414313,"about_ca_system_score_gemma":0.0007305631,"threshold_uncertainty_score":0.4996561},"labels":[],"label_agreement":null},{"id":"W2140174583","doi":"10.2196/mhealth.2654","title":"Regulatory Barriers Blocking Standardization of Interoperability","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Quality and Safety in Healthcare","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chongqing University","keywords":"Interoperability; Standardization; Business; Workgroup; Health care; Alliance; Marketing; Public relations; Knowledge management; Computer science; Political science; Economics; Economic growth","score_opus":0.10131448898909351,"score_gpt":0.47016352147689633,"score_spread":0.3688490324878028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140174583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98467714,0.0006983429,0.000561362,0.009389564,0.0006365619,0.0019951232,0.00007763165,0.00011899071,0.0018452997],"genre_scores_gemma":[0.99411964,0.00051970157,0.00046241772,0.004171222,0.00023829789,0.00023017752,0.00002902067,0.000027961894,0.00020156297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99529546,0.0015984026,0.0014561306,0.00042068257,0.00039882842,0.0008304879],"domain_scores_gemma":[0.9969025,0.0004910426,0.0005712857,0.0005319951,0.00053280813,0.00097036676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025596935,0.00019881726,0.000568859,0.00014324872,0.0011985475,0.0000087173385,0.00015120656,0.0003474307,0.000952543],"category_scores_gemma":[0.0003838602,0.00017734437,0.000058978403,0.00028636894,0.0002208893,0.00024034403,0.00009491835,0.00085485267,0.000052160594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005955692,0.0001476998,0.7923352,0.033985097,0.00004108196,0.0000015037592,0.06968863,0.00003057405,0.00017859867,0.03158147,0.015023335,0.05639122],"study_design_scores_gemma":[0.0018168504,0.0005800453,0.94449264,0.0009123054,0.000035213383,0.000003604289,0.026819395,0.00064575794,0.000041061936,0.006760905,0.017538488,0.00035374347],"about_ca_topic_score_codex":0.002575399,"about_ca_topic_score_gemma":0.00031385248,"teacher_disagreement_score":0.15215741,"about_ca_system_score_codex":0.00036239903,"about_ca_system_score_gemma":0.0016313988,"threshold_uncertainty_score":0.9999607},"labels":[],"label_agreement":null},{"id":"W2141490968","doi":"10.2196/mhealth.2927","title":"Using the iPod Touch for Patient Health Behavior Assessment and Health Promotion in Primary Care","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Centers for Disease Control and Prevention; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Health promotion; mHealth; Primary care; Health care; Medicine; Telehealth; eHealth; Psychology; Nursing; Telemedicine; Public health; Psychological intervention; Family medicine","score_opus":0.16488081570971846,"score_gpt":0.5278899138790228,"score_spread":0.3630090981693044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141490968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8322942,0.011179217,0.010910761,0.08541924,0.0016478536,0.056684703,0.00047889227,0.00034921136,0.0010358851],"genre_scores_gemma":[0.9236677,0.0043598325,0.010795885,0.034555167,0.0006066513,0.025388839,0.00046798747,0.00010508613,0.00005285126],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.991965,0.001769755,0.0023625828,0.001045868,0.000491039,0.0023657803],"domain_scores_gemma":[0.9951009,0.0005897756,0.0014977216,0.0007560276,0.00026596247,0.0017895934],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038638217,0.00045686075,0.0010588113,0.0003377153,0.004446551,0.000032361157,0.00022139371,0.0003242232,0.00001524912],"category_scores_gemma":[0.00004728005,0.00036605532,0.00007335721,0.0005121105,0.00015238597,0.00017173681,0.00016058225,0.0013811833,0.000004704748],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021232446,0.00076347793,0.18154861,0.033788946,0.000008486252,7.087718e-7,0.012980862,0.0000150670185,0.000008736819,0.028247038,0.005102183,0.7373236],"study_design_scores_gemma":[0.005655222,0.0041119377,0.8834099,0.0013899732,0.000051026193,0.000025009129,0.009817953,0.0025940386,0.0000010346439,0.0013230309,0.09109688,0.00052399054],"about_ca_topic_score_codex":0.0035270564,"about_ca_topic_score_gemma":0.0031342725,"teacher_disagreement_score":0.73679954,"about_ca_system_score_codex":0.0029776478,"about_ca_system_score_gemma":0.008588314,"threshold_uncertainty_score":0.9998791},"labels":[],"label_agreement":null},{"id":"W2142612684","doi":"10.2196/mhealth.3583","title":"The Hookup: Collaborative Evaluation of a Youth Sexual Health Program Using Text Messaging Technology","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Text messaging; Reproductive health; mHealth; Computer science; Internet privacy; Psychology; World Wide Web; Medicine; Environmental health; Psychological intervention; Population; Psychiatry","score_opus":0.1279748951937663,"score_gpt":0.5170791568105035,"score_spread":0.3891042616167372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142612684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92951834,0.012182598,0.0010092737,0.028829651,0.00088511314,0.023266489,0.00017171142,0.0005336428,0.0036031897],"genre_scores_gemma":[0.9818648,0.0024513018,0.00260305,0.0031283658,0.0005030675,0.00919401,0.00007920393,0.00006962248,0.000106552325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904423,0.0034063742,0.0022719663,0.0008169276,0.0009591033,0.002103348],"domain_scores_gemma":[0.9931999,0.0009382654,0.0022689763,0.0009803387,0.0014060931,0.0012064308],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01314198,0.00038908643,0.00089722645,0.00045253275,0.005471385,0.000023807785,0.00036100464,0.00042743818,0.000022406899],"category_scores_gemma":[0.0006590486,0.0002990485,0.00004774174,0.0018139151,0.00046368438,0.00013857415,0.0001556222,0.0013208758,0.000022332202],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025249718,0.00033405604,0.02432188,0.00462188,0.000029406567,1.6157436e-7,0.007774093,0.000036587404,0.00001683426,0.037131887,0.003317602,0.9221631],"study_design_scores_gemma":[0.019394897,0.007205018,0.18638378,0.0024521868,0.0007947248,0.00003493172,0.17269325,0.08020725,0.000025998273,0.017544756,0.51162523,0.0016379715],"about_ca_topic_score_codex":0.0012970959,"about_ca_topic_score_gemma":0.0013613323,"teacher_disagreement_score":0.92052513,"about_ca_system_score_codex":0.00085520564,"about_ca_system_score_gemma":0.011171964,"threshold_uncertainty_score":0.9999462},"labels":[],"label_agreement":null},{"id":"W2142827338","doi":"10.2196/mhealth.3978","title":"Implementation of a Confidential Helpline for Men Having Sex With Men in India","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Health and Family Welfare; FHI 360","keywords":"Confidentiality; Helpline; Internet privacy; Masking (illustration); Psychology; Medicine; Computer security; Computer science","score_opus":0.06871635230761976,"score_gpt":0.4724844623539808,"score_spread":0.40376811004636104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142827338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905167,0.00034350136,0.0013002013,0.002454729,0.000013383923,0.0019369938,0.00007779943,0.000017446635,0.0033391977],"genre_scores_gemma":[0.99675083,0.000101751706,0.00068439194,0.00015333128,0.000095063144,0.00020368228,0.0001285841,0.000013176511,0.0018692168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987672,0.000063567015,0.000395242,0.00017614132,0.00023774849,0.00036008062],"domain_scores_gemma":[0.99910426,0.000038588878,0.0001299473,0.00011195332,0.00013530412,0.00047992027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077779253,0.00008199916,0.00026656588,0.00021800285,0.000054480744,0.000010200287,0.000039865372,0.000042772957,0.000049444647],"category_scores_gemma":[0.000035380304,0.00006600441,0.00002546532,0.00016117374,0.00004553231,0.00008496679,0.000018396267,0.00013098263,0.0000020312514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049588173,0.00096074014,0.6510196,0.009511617,0.000118307864,0.000023680897,0.016178746,0.000002166075,0.0008469513,0.002468537,0.15096298,0.16294786],"study_design_scores_gemma":[0.034702986,0.039467834,0.86265355,0.0007014444,0.00015986527,0.00009800418,0.04794272,0.005679894,0.0012918591,0.00047447588,0.0065400028,0.00028736255],"about_ca_topic_score_codex":0.0037890824,"about_ca_topic_score_gemma":0.0012418786,"teacher_disagreement_score":0.21163397,"about_ca_system_score_codex":0.0001137471,"about_ca_system_score_gemma":0.0008545679,"threshold_uncertainty_score":0.57279843},"labels":[],"label_agreement":null},{"id":"W2143825555","doi":"10.2196/mhealth.2526","title":"The Development of a Mobile Monitoring and Feedback Tool to Stimulate Physical Activity of People With a Chronic Disease in Primary Care: A User-Centered Design","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Maastricht Universitair Medisch Centrum; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw","keywords":"mHealth; Primary care; Chronic disease; Medicine; Chronic care; Computer science; Psychology; Physical medicine and rehabilitation; Gerontology; Psychological intervention; Intensive care medicine; Nursing; Family medicine","score_opus":0.05299090576499957,"score_gpt":0.40918705083580004,"score_spread":0.35619614507080044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143825555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846741,0.0012549995,0.0005551636,0.0008364541,0.000091846945,0.01248725,0.000029353747,0.00003665736,0.00003417504],"genre_scores_gemma":[0.97597134,0.0009751873,0.0028730584,0.0001675282,0.00011236005,0.019809011,0.00001096171,0.000034674595,0.000045870296],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99670386,0.00044023932,0.00093680114,0.00049222476,0.00034167618,0.0010852016],"domain_scores_gemma":[0.9968079,0.0007808476,0.0005485551,0.00047436066,0.00023446362,0.0011538718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075013516,0.00026059992,0.0006394009,0.00014764078,0.0009632587,0.000011445073,0.00017120829,0.00010808931,0.000006415841],"category_scores_gemma":[0.000040873994,0.00018638556,0.000028254772,0.0004756554,0.000096066215,0.00014084157,0.0001419723,0.000530647,0.000011811121],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003684726,0.000922772,0.39892423,0.038280796,0.000023984068,9.80482e-7,0.03419222,0.00025621516,0.00046151175,0.00026276518,0.00032516892,0.5226646],"study_design_scores_gemma":[0.0021762208,0.00060333236,0.99283445,0.00081444863,0.00001895262,4.5891062e-7,0.0011107855,0.00050928805,0.00004358597,0.000040097984,0.0016882544,0.00016013997],"about_ca_topic_score_codex":0.0011869736,"about_ca_topic_score_gemma":0.0005872961,"teacher_disagreement_score":0.5939102,"about_ca_system_score_codex":0.0007220708,"about_ca_system_score_gemma":0.005953187,"threshold_uncertainty_score":0.9996821},"labels":[],"label_agreement":null},{"id":"W2144403769","doi":"10.2196/mhealth.3230","title":"FoodSwitch: A Mobile Phone App to Enable Consumers to Make Healthier Food Choices and Crowdsourcing of National Food Composition Data","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":252,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Barcode; Phone; Crowdsourcing; Mobile phone; mHealth; App store; Computer science; Food choice; Profiling (computer programming); World Wide Web; Internet privacy; Business; Marketing; Advertising; Medicine; Telecommunications","score_opus":0.07446217301909071,"score_gpt":0.3786032521182544,"score_spread":0.3041410790991637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144403769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98484206,0.0062566674,0.00094655127,0.0053645093,0.00015958327,0.0016792555,0.00024983357,0.00006855325,0.00043300277],"genre_scores_gemma":[0.9883098,0.00028249677,0.0048798644,0.006055532,0.00017528026,0.00010614855,0.00012854833,0.00003049006,0.000031814885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99770725,0.0000886946,0.0006116273,0.00060426135,0.00043437147,0.00055379944],"domain_scores_gemma":[0.9978999,0.00021312265,0.00020173118,0.00043564854,0.00019625467,0.0010533333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011378952,0.0002139168,0.0005662957,0.00027966648,0.00029626512,0.000034211957,0.00013766045,0.00010544551,0.000018466448],"category_scores_gemma":[0.00008745831,0.00020337393,0.000028983777,0.0003451062,0.00006565541,0.00009488646,0.00018456508,0.00026388332,0.000007844507],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008941505,0.0036854148,0.20744407,0.055489417,0.0014705713,0.000011801103,0.024213508,0.00023871324,0.0127030015,0.010038863,0.012350962,0.66341215],"study_design_scores_gemma":[0.033095323,0.05389237,0.5467273,0.0059837583,0.0016953223,0.00083031884,0.003523215,0.014185345,0.002666356,0.0013760186,0.33321607,0.0028085888],"about_ca_topic_score_codex":0.00041276813,"about_ca_topic_score_gemma":0.00069102587,"teacher_disagreement_score":0.6606036,"about_ca_system_score_codex":0.00008928771,"about_ca_system_score_gemma":0.0004323309,"threshold_uncertainty_score":0.8293348},"labels":[],"label_agreement":null},{"id":"W2144449814","doi":"10.2196/mhealth.3874","title":"Design and Multi-Country Validation of Text Messages for an mHealth Intervention for Primary Prevention of Progression to Hypertension in Latin America","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Short Message Service; mHealth; Latin Americans; Text message; Intervention (counseling); Appeal; Medicine; Text messaging; Psychology; Internet privacy; Computer science; Psychological intervention; Political science; Nursing","score_opus":0.1903091752325338,"score_gpt":0.5040221492596919,"score_spread":0.31371297402715814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144449814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8000026,0.0018967494,0.1675965,0.002664706,0.00035080637,0.027198622,0.00016314226,0.00008411585,0.000042795873],"genre_scores_gemma":[0.80660397,0.001769462,0.16864444,0.002324147,0.00020319679,0.01957425,0.0006733458,0.00008119738,0.00012597082],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951753,0.0010245467,0.001993331,0.0006425242,0.00031005856,0.0008542523],"domain_scores_gemma":[0.9956562,0.00080694124,0.0014392878,0.000378465,0.00062065653,0.0010984481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004629684,0.00025945017,0.00083762105,0.00046160264,0.00046485497,0.000007507148,0.00013687274,0.0003248888,0.0000041716503],"category_scores_gemma":[0.0004202968,0.00023905237,0.000050785457,0.00049084256,0.00008560338,0.00024346026,0.00006713828,0.00033260678,0.000001924715],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008911364,0.0024377883,0.024526544,0.04515014,0.000015369764,3.440275e-7,0.008628121,0.00018463386,0.0010061705,0.0015724265,0.004730652,0.90283644],"study_design_scores_gemma":[0.067242555,0.04314413,0.73676866,0.011077112,0.00048128725,0.000018066283,0.020778563,0.06553407,0.00107074,0.009997489,0.04224023,0.0016470744],"about_ca_topic_score_codex":0.0010199769,"about_ca_topic_score_gemma":0.0003279898,"teacher_disagreement_score":0.9011894,"about_ca_system_score_codex":0.0003180314,"about_ca_system_score_gemma":0.0018755479,"threshold_uncertainty_score":0.9748273},"labels":[],"label_agreement":null},{"id":"W2145295631","doi":"10.2196/mhealth.3988","title":"Diabetes Text-Message Self-Management Support Program (SMS4BG): A Pilot Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Waitemata District Health Board","keywords":"Glycemic; Medicine; Short Message Service; Usability; Self-management; mHealth; Diabetes mellitus; Type 2 diabetes; Diabetes management; Mobile phone; Intervention (counseling); Patient satisfaction; Physical therapy; Family medicine; Nursing; Psychological intervention; Computer science","score_opus":0.10198820618840193,"score_gpt":0.46867846649854167,"score_spread":0.36669026031013974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145295631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90715253,0.0014486475,0.000060095947,0.008644154,0.0015303087,0.043061823,0.00010318913,0.00239156,0.035607696],"genre_scores_gemma":[0.92076063,0.0015092551,0.0030244833,0.011012823,0.00081576273,0.060651973,0.00014492484,0.00012763635,0.0019525252],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909734,0.0013620687,0.0022150548,0.0013125287,0.0009253373,0.0032115772],"domain_scores_gemma":[0.99211425,0.000408692,0.00090848975,0.0012439989,0.00040923568,0.004915339],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047232765,0.00061320217,0.0010451435,0.00047814244,0.002389529,0.000045906152,0.0004902423,0.0002559712,0.00019778995],"category_scores_gemma":[0.000096048185,0.000550806,0.00006223131,0.0010700901,0.00013013947,0.0002637197,0.0003581739,0.001535197,0.00093956024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012833806,0.015841676,0.48453268,0.01978777,0.00014150518,0.000044957094,0.015266801,0.0000030908834,0.0000023653581,0.013811914,0.21433736,0.2349465],"study_design_scores_gemma":[0.010177762,0.014888289,0.3164881,0.00019262776,0.00023109144,0.000006738804,0.012124432,0.0002501658,5.020761e-7,0.0010947611,0.64391446,0.0006310723],"about_ca_topic_score_codex":0.000566913,"about_ca_topic_score_gemma":0.000501292,"teacher_disagreement_score":0.4295771,"about_ca_system_score_codex":0.0008006339,"about_ca_system_score_gemma":0.0033892677,"threshold_uncertainty_score":0.99983835},"labels":[],"label_agreement":null},{"id":"W2146373152","doi":"10.2196/mhealth.3909","title":"Dose-Response Effects of the Text4baby Mobile Health Program: Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Randomized controlled trial; Medicine; mHealth; Population; Descriptive statistics; Family medicine; Psychological intervention; Nursing; Environmental health","score_opus":0.057515547880489994,"score_gpt":0.4760745339388315,"score_spread":0.41855898605834146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146373152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7623733,0.013145373,0.00010115187,0.014929971,0.004526195,0.20276444,0.00005471636,0.00045255336,0.0016522881],"genre_scores_gemma":[0.721662,0.0033655837,0.0006727622,0.010339708,0.0008184784,0.26121977,0.000029901628,0.00008632992,0.001805509],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97782123,0.01375952,0.004290385,0.00085870735,0.0010151432,0.0022550186],"domain_scores_gemma":[0.9831673,0.008071552,0.003588279,0.0013039241,0.0005929987,0.003275966],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.018642277,0.0005847502,0.0039016544,0.0003468308,0.0020596387,0.000019945563,0.00053625123,0.00052416243,0.000052179737],"category_scores_gemma":[0.003553784,0.0003598874,0.0004760259,0.000978076,0.00061700895,0.0001358971,0.00022044263,0.001658054,0.00007607016],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9239986,0.0010598596,0.00044461412,0.006437602,0.00004711981,0.0000010443902,0.004138182,0.0000032513108,0.0000047505796,0.005274763,0.019924276,0.038665928],"study_design_scores_gemma":[0.8930276,0.003960158,0.0019924026,0.00046990102,0.0001478551,0.000005592628,0.0010396133,0.0003000344,0.000003094774,0.0010652725,0.097741425,0.00024702732],"about_ca_topic_score_codex":0.0014651542,"about_ca_topic_score_gemma":0.00019921172,"teacher_disagreement_score":0.07781715,"about_ca_system_score_codex":0.0007101663,"about_ca_system_score_gemma":0.017181676,"threshold_uncertainty_score":0.9998853},"labels":[],"label_agreement":null},{"id":"W2148237590","doi":"10.2196/mhealth.4202","title":"A Platform to Build Mobile Health Apps: The Personal Health Intervention Toolkit (PHIT)","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research and Materiel Command; Office of Naval Research; National Heart, Lung, and Blood Institute","keywords":"Computer science; mHealth; Data collection; Mobile device; Multimedia; World Wide Web; Psychological intervention; Medicine; Nursing","score_opus":0.12168776795086048,"score_gpt":0.4723096760157216,"score_spread":0.35062190806486115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148237590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.835781,0.024500601,0.0014561564,0.10965475,0.0065361327,0.011445356,0.0007314886,0.0006240728,0.009270463],"genre_scores_gemma":[0.9662381,0.00013412708,0.00042976564,0.02647968,0.0005316402,0.0027164582,0.0001380245,0.00007760278,0.0032546301],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994278,0.00057895854,0.0016904654,0.0009093739,0.0006615886,0.0018815834],"domain_scores_gemma":[0.9950113,0.00015773255,0.0007586418,0.0006766964,0.00013540126,0.003260204],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036781463,0.00043700472,0.0007349078,0.00035420858,0.00082948705,0.00013818094,0.0004501184,0.00016098587,0.0001982138],"category_scores_gemma":[0.00006047258,0.00035186677,0.00020905939,0.000724302,0.00017346338,0.00032603773,0.0002135574,0.00075745705,0.00081383757],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009007372,0.002183117,0.0014891238,0.0018317525,0.000051641335,0.000007856957,0.02627222,0.0000042004845,1.7748413e-7,0.03250117,0.22367828,0.7110797],"study_design_scores_gemma":[0.008197532,0.055991936,0.053027038,0.001873444,0.000050073708,0.00071270874,0.05121323,0.00027820523,0.0000036391789,0.0077957655,0.8197282,0.0011282286],"about_ca_topic_score_codex":0.0063274633,"about_ca_topic_score_gemma":0.0017529696,"teacher_disagreement_score":0.7099515,"about_ca_system_score_codex":0.0014280374,"about_ca_system_score_gemma":0.0012619722,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W2148778157","doi":"10.2196/mhealth.2343","title":"Development of a Theoretically Driven mHealth Text Messaging Application for Sustaining Recent Weight Loss","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Nursing Research; National Institutes of Health; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Short Message Service; mHealth; Text messaging; Weight loss; Mobile phone; Text message; Intervention (counseling); Usability; Phone; Medicine; Computer science; Internet privacy; Psychology; Psychological intervention; Nursing; Obesity; Telecommunications; Computer network; Human–computer interaction","score_opus":0.05129863275195071,"score_gpt":0.4365795281347328,"score_spread":0.3852808953827821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148778157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81690186,0.003482288,0.063574284,0.05619997,0.00089243543,0.047266264,0.00017595917,0.00070072914,0.010806229],"genre_scores_gemma":[0.895691,0.0066754287,0.04078927,0.0076189428,0.0004942966,0.047989685,0.0002849853,0.00012037805,0.00033603763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926422,0.000525859,0.0029553224,0.0009852161,0.00051052065,0.0023808295],"domain_scores_gemma":[0.9932699,0.0012209914,0.0015917146,0.0007806624,0.0010192505,0.0021174625],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030037218,0.0004563412,0.0009781953,0.0003774655,0.0028021336,0.000016124353,0.0003907563,0.00047163625,0.0003035176],"category_scores_gemma":[0.00022768,0.00041031936,0.0000813509,0.00067644,0.00024446397,0.000205067,0.00016251348,0.00097055116,0.00014718327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004039122,0.00042049526,0.03268916,0.019638153,0.000029932735,4.5355608e-7,0.008363672,0.0000042809647,0.00014016202,0.2800002,0.008645246,0.64966434],"study_design_scores_gemma":[0.0045749205,0.00040503155,0.1665409,0.0006170339,0.00008438361,0.0000069414914,0.005292722,0.0019598503,0.00004617807,0.012228105,0.80764514,0.00059876346],"about_ca_topic_score_codex":0.00031700017,"about_ca_topic_score_gemma":0.00024652563,"teacher_disagreement_score":0.7989999,"about_ca_system_score_codex":0.00075867824,"about_ca_system_score_gemma":0.007062072,"threshold_uncertainty_score":0.9998349},"labels":[],"label_agreement":null},{"id":"W2149685878","doi":"10.2196/mhealth.4300","title":"Mobile Phone App Aimed at Improving Iron Intake and Bioavailability in Premenopausal Women: A Qualitative Evaluation","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Bioavailability; mHealth; Mobile apps; Phone; Medicine; Psychology; Computer science; World Wide Web; Psychological intervention; Pharmacology; Nursing; Telecommunications","score_opus":0.1371029469813113,"score_gpt":0.5016086848495908,"score_spread":0.36450573786827944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149685878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977534,0.0050872057,0.00006379331,0.0022191617,0.0004775359,0.012910187,0.000110375884,0.00018254471,0.0014152034],"genre_scores_gemma":[0.95300347,0.0015785386,0.0009205496,0.003442807,0.00030799682,0.03996954,0.00015526525,0.0000561596,0.00056570355],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99075633,0.0033230134,0.00199108,0.0011414556,0.00074955233,0.002038557],"domain_scores_gemma":[0.9941123,0.000880679,0.0009292663,0.0006662741,0.00047847026,0.002932985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01531031,0.00041498546,0.00083426706,0.00037102963,0.0012626945,0.000017492792,0.00017159125,0.00046453485,0.00021632639],"category_scores_gemma":[0.0007402489,0.00039260468,0.000026404296,0.00071241305,0.00027589907,0.00027684963,0.00024800358,0.0011841742,0.00016346632],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005326529,0.0013540927,0.11312324,0.02608555,0.000021457305,0.0000046866544,0.4845879,0.00001963715,0.00035675778,0.0028168317,0.0206198,0.3456835],"study_design_scores_gemma":[0.042913064,0.008852479,0.42914388,0.0009090495,0.0001847282,0.000038881262,0.29767245,0.0107732015,0.00003132639,0.01565639,0.19174385,0.0020806936],"about_ca_topic_score_codex":0.003343814,"about_ca_topic_score_gemma":0.003469633,"teacher_disagreement_score":0.3436028,"about_ca_system_score_codex":0.004175509,"about_ca_system_score_gemma":0.0052954187,"threshold_uncertainty_score":0.9998526},"labels":[],"label_agreement":null},{"id":"W2149820723","doi":"10.2196/mhealth.2737","title":"Mobile Apps in Cardiology: Review","year":2013,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministerio de Economía y Competitividad","keywords":"mHealth; Android (operating system); App store; Medicine; World Wide Web; Scopus; Mobile device; Mobile apps; Medical emergency; Heart disease; Computer science; Internet privacy; MEDLINE; Internal medicine; Psychological intervention","score_opus":0.18036777559911302,"score_gpt":0.5439029180713109,"score_spread":0.36353514247219787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149820723","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010324728,0.94628406,0.000015286232,0.0008008814,0.00094383163,0.044234704,0.000264263,0.00026407716,0.0071825963],"genre_scores_gemma":[0.000004066856,0.8017469,0.0002529253,0.008409674,0.0010590709,0.18621589,0.00065451243,0.00016469204,0.0014922766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98523307,0.003950511,0.0053102686,0.0017290944,0.00045132573,0.0033257417],"domain_scores_gemma":[0.9913742,0.0015333138,0.0024925403,0.0016825892,0.00023093348,0.0026864354],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004261369,0.0011203231,0.0068644853,0.0007907291,0.0013099147,0.000013729724,0.00067237683,0.0018820735,0.0005538337],"category_scores_gemma":[0.0002411326,0.0009053349,0.00039802655,0.0015219051,0.00020080054,0.00015320606,0.0003197303,0.005310931,0.00298963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005296412,0.000038780225,0.00008732813,0.3833389,0.000009252473,0.0000042877277,0.00007142005,3.3239193e-8,2.0220217e-9,0.00074518955,0.068275385,0.54742414],"study_design_scores_gemma":[0.0006083036,0.00020194416,0.00013674168,0.08653602,0.00034342392,0.0000436401,0.00011457128,0.0000027357848,7.522358e-10,0.000159492,0.91135764,0.00049547886],"about_ca_topic_score_codex":0.0007292611,"about_ca_topic_score_gemma":0.0001772204,"teacher_disagreement_score":0.84308225,"about_ca_system_score_codex":0.0013211952,"about_ca_system_score_gemma":0.009618309,"threshold_uncertainty_score":0.9999902},"labels":[],"label_agreement":null},{"id":"W2154517926","doi":"10.2196/mhealth.2799","title":"Measuring the Lifespace of People With Parkinson’s Disease Using Smartphones: Proof of Principle","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Global Positioning System; Construct (python library); TRIPS architecture; Applied psychology; Assisted GPS; Psychology; Computer science; Gerontology; Medicine; Telecommunications","score_opus":0.04873484755277251,"score_gpt":0.3321271133201692,"score_spread":0.2833922657673967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154517926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958696,0.0012925196,0.0006699388,0.0009418894,0.000060160783,0.0009976323,0.000027840888,0.000022532986,0.00011792325],"genre_scores_gemma":[0.9982614,0.00016083854,0.0010047192,0.00034143863,0.0000842322,0.00006763024,0.000010429995,0.000027037428,0.000042253654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845636,0.0001247208,0.00034396932,0.00029941034,0.0004006643,0.00037489002],"domain_scores_gemma":[0.9983844,0.00006844398,0.00034243235,0.00041391226,0.00011655754,0.0006742089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043138026,0.00018216381,0.00046192307,0.00009441524,0.0001822131,0.000007228208,0.00007086702,0.00004591104,0.000009947397],"category_scores_gemma":[0.000053499403,0.00010994304,0.00006006456,0.000233398,0.00008154468,0.00005216339,0.00003617314,0.00012314829,9.801139e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032845784,0.0011191779,0.97580135,0.008460602,0.000109755696,0.0000125232955,0.001969928,0.00006481711,0.00014836265,0.0011067928,0.00006956771,0.007852555],"study_design_scores_gemma":[0.002829696,0.0008868259,0.9864245,0.00051729137,0.00039639536,0.00002242872,0.00024582518,0.002917837,0.0005565121,0.00013182733,0.0049488763,0.000121962265],"about_ca_topic_score_codex":0.00034737622,"about_ca_topic_score_gemma":0.000115328876,"teacher_disagreement_score":0.010623183,"about_ca_system_score_codex":0.000074252646,"about_ca_system_score_gemma":0.00075929577,"threshold_uncertainty_score":0.4483347},"labels":[],"label_agreement":null},{"id":"W2155081065","doi":"10.2196/mhealth.2391","title":"iMHere: A Novel mHealth System for Supporting Self-Care in Management of Complex and Chronic Conditions","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Disability and Rehabilitation Research; National Institutes of Health; Verizon Foundation","keywords":"mHealth; Telehealth; Telemedicine; Usability; Population; Medicine; Health care; Service (business); Service delivery framework; eHealth; Self-management; Medical emergency; Nursing; Psychological intervention; Computer science; Business; Human–computer interaction","score_opus":0.07717083961711446,"score_gpt":0.4622932849048377,"score_spread":0.3851224452877232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155081065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9388307,0.0051480015,0.0013390366,0.007840916,0.0006509384,0.0397988,0.0009451411,0.0004943886,0.0049520885],"genre_scores_gemma":[0.9578368,0.0034241045,0.006856744,0.0014594101,0.00024545536,0.029630255,0.00035895684,0.00007122508,0.000117032025],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99394345,0.00033501608,0.002514262,0.0008487668,0.00031105563,0.0020474393],"domain_scores_gemma":[0.9956211,0.0006147867,0.001330298,0.0005822278,0.00038224287,0.001469352],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015257018,0.00038383546,0.00096017856,0.00039560118,0.0016629994,0.00001664576,0.00021970923,0.00035351142,0.00014073498],"category_scores_gemma":[0.000026677113,0.00037552425,0.000069473186,0.0005616394,0.00012971711,0.00018872863,0.00013656543,0.00071156916,0.000046880043],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044416953,0.0008758439,0.057863615,0.58526963,0.00008213103,0.000004339602,0.009481434,0.000013780776,0.00021494833,0.24396074,0.013147762,0.08864163],"study_design_scores_gemma":[0.014118658,0.0015081619,0.878946,0.0036397458,0.00019380558,0.000026884662,0.03611506,0.0057551772,0.00000827855,0.0009282191,0.058117103,0.0006428702],"about_ca_topic_score_codex":0.0016106046,"about_ca_topic_score_gemma":0.0005492637,"teacher_disagreement_score":0.8210824,"about_ca_system_score_codex":0.0012450228,"about_ca_system_score_gemma":0.0022557315,"threshold_uncertainty_score":0.99986964},"labels":[],"label_agreement":null},{"id":"W2155683334","doi":"10.2196/mhealth.3452","title":"Commercially Available Mobile Phone Headache Diary Apps: A Systematic Review","year":2014,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; Dalhousie University; Izaak Walton Killam Health Centre","funders":"Canada Research Chairs","keywords":"Mobile phone; mHealth; Mobile apps; Phone; Computer science; Internet privacy; Medicine; Psychology; World Wide Web; Psychological intervention; Telecommunications; Psychiatry","score_opus":0.11151335150102523,"score_gpt":0.4371121126411493,"score_spread":0.3255987611401241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155683334","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001606809,0.9812089,0.000014428484,0.0010636786,0.00008247578,0.012714736,0.00007151911,0.00015626634,0.004686352],"genre_scores_gemma":[0.0000048911716,0.97272336,0.00014622495,0.011109246,0.0007265625,0.0045694117,0.00037291853,0.00013062159,0.0102167735],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99345523,0.001178801,0.0027425482,0.00091043836,0.00059121294,0.001121785],"domain_scores_gemma":[0.9953194,0.00076952466,0.0013659135,0.0012176223,0.00017577727,0.0011517406],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037892375,0.0009259111,0.010696319,0.00029751268,0.00044665622,0.00002973588,0.00025289046,0.000486778,0.00026700727],"category_scores_gemma":[0.0004134088,0.00062845246,0.0007733349,0.0006170639,0.00014659738,0.000058462738,0.00014920186,0.0013512908,0.0010674652],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010493608,0.00013022506,0.0000032738765,0.6952471,0.00013362133,0.00001122434,0.00012893227,1.9506423e-9,5.744076e-9,0.000029777439,0.2735499,0.030755382],"study_design_scores_gemma":[0.00028576847,0.00034325637,0.0000019099077,0.44236767,0.004826735,0.00021997034,0.00003588685,0.0000017739596,5.7211067e-9,0.000004034194,0.551663,0.00024997324],"about_ca_topic_score_codex":0.00023306071,"about_ca_topic_score_gemma":0.0000827736,"teacher_disagreement_score":0.27811307,"about_ca_system_score_codex":0.00032083056,"about_ca_system_score_gemma":0.0023389845,"threshold_uncertainty_score":0.9997103},"labels":[],"label_agreement":null},{"id":"W2157604776","doi":"10.2196/mhealth.3420","title":"Parent-Targeted Mobile Phone Intervention to Increase Physical Activity in Sedentary Children: Randomized Pilot Trial","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institutes of Health; Louisiana Clinical and Translational Science Center","keywords":"Randomized controlled trial; Physical activity; Mobile phone; Intervention (counseling); Pilot trial; Physical therapy; Sedentary behavior; Medicine; Psychology; Computer science; Psychiatry; Telecommunications","score_opus":0.0445841540436953,"score_gpt":0.39332377977478056,"score_spread":0.34873962573108525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157604776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917783,0.00009724978,0.00021971227,0.0023678953,0.00023034198,0.0049774903,0.00003213916,0.00009943925,0.00019740667],"genre_scores_gemma":[0.995799,0.00014862201,0.00009906294,0.001878442,0.0010939909,0.00079603505,0.000097156386,0.000029974368,0.00005770713],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99667406,0.001062025,0.00054814416,0.00059964735,0.00039044273,0.0007256981],"domain_scores_gemma":[0.9976657,0.00047395768,0.00025782647,0.0003281066,0.00004661453,0.0012278061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001539636,0.00029412142,0.0015699486,0.00025425013,0.00018485304,0.000022206366,0.000090144444,0.00009989305,0.000035996258],"category_scores_gemma":[0.00022033378,0.0002462269,0.00019382492,0.00038951493,0.0001105272,0.00018275571,0.000074609656,0.0006989124,0.000048538008],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89907616,0.01550722,0.0030086422,0.0014349147,0.000042328247,0.0000043649725,0.0010805916,0.000005174169,0.00033164723,0.00026522233,0.0007699319,0.078473784],"study_design_scores_gemma":[0.7326991,0.013352096,0.24945866,0.0003288927,0.0001555441,0.000014973931,0.00007744512,0.0025062135,0.00019100551,0.000631179,0.00026378557,0.0003211033],"about_ca_topic_score_codex":0.00788469,"about_ca_topic_score_gemma":0.0004524673,"teacher_disagreement_score":0.24645,"about_ca_system_score_codex":0.00026115504,"about_ca_system_score_gemma":0.00029158228,"threshold_uncertainty_score":0.999999},"labels":[],"label_agreement":null},{"id":"W2157834283","doi":"10.2196/mhealth.3467","title":"Nurses’ Use of Mobile Devices to Access Information in Health Care Environments in Australia: A Survey of Undergraduate Students","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile device; mHealth; Health care; The Internet; Mobile technology; Work (physics); Medical education; Professional development; Internet access; Psychology; Internet privacy; Nursing; Medicine; World Wide Web; Computer science; Psychological intervention; Engineering","score_opus":0.1185847987574905,"score_gpt":0.5125613228244912,"score_spread":0.3939765240670007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157834283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98799205,0.000325846,0.00022085042,0.001732915,0.00031245232,0.009005048,0.00032305505,0.000026863141,0.000060925104],"genre_scores_gemma":[0.98856175,0.0017446926,0.00043038256,0.004560561,0.00003766213,0.0042250874,0.0003284176,0.000027961105,0.00008346681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921427,0.0019910703,0.0033840707,0.000499706,0.00062535226,0.001357094],"domain_scores_gemma":[0.9953429,0.00092394627,0.0017349607,0.000622173,0.0001825121,0.0011934908],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034426732,0.00030964086,0.0010744021,0.0008574792,0.00034491305,0.000018342775,0.00043724533,0.00029332354,0.000024404866],"category_scores_gemma":[0.00029371836,0.00030737347,0.000037479753,0.0011919992,0.00008688674,0.0006082268,0.00020801091,0.0007629094,0.00004250978],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038007635,0.00029287656,0.957437,0.010628549,0.000004129432,1.8792278e-7,0.006301244,0.00027919817,0.0000014907496,0.0006650379,0.0011872906,0.022822946],"study_design_scores_gemma":[0.0021762773,0.0006269408,0.961637,0.00072324445,0.000006350612,4.61442e-7,0.0010845076,0.000115336916,0.0000025601987,0.00008158878,0.033381905,0.00016379391],"about_ca_topic_score_codex":0.08521574,"about_ca_topic_score_gemma":0.057737228,"teacher_disagreement_score":0.032194614,"about_ca_system_score_codex":0.00075537147,"about_ca_system_score_gemma":0.0016455636,"threshold_uncertainty_score":0.99993783},"labels":[],"label_agreement":null},{"id":"W2158435081","doi":"10.2196/mhealth.4538","title":"Mobile Phones in Research and Treatment: Ethical Guidelines and Future Directions","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"mHealth; Internet privacy; Anonymity; Harm; Mobile technology; Variety (cybernetics); Informed consent; Computer science; Mobile device; Risk analysis (engineering); Data science; Business; Psychology; Medicine; Computer security; Psychological intervention; World Wide Web; Nursing; Alternative medicine","score_opus":0.3859702528242199,"score_gpt":0.5963624057209267,"score_spread":0.21039215289670682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158435081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8668636,0.047207154,0.000011778708,0.07396736,0.00083923165,0.0075835506,0.00010062185,0.0002032374,0.0032234688],"genre_scores_gemma":[0.5064099,0.43746397,0.0027427785,0.013985593,0.0045649963,0.031976905,0.00012250931,0.00011019789,0.0026231962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945071,0.0013226144,0.0013100872,0.0008411918,0.00041862312,0.0016003895],"domain_scores_gemma":[0.9949031,0.0009398978,0.00025026855,0.00046896783,0.00061462494,0.0028231544],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004765305,0.00030371937,0.0006552085,0.00054243195,0.0020790612,0.000024981899,0.00011184686,0.00083690416,0.00003745894],"category_scores_gemma":[0.0002713919,0.00025022804,0.000023457962,0.00087991514,0.00033543992,0.00012751772,0.00013140259,0.0022247522,0.000052543244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010520829,0.0006299681,0.15142636,0.0042149154,0.000013876431,0.00001248684,0.035434816,0.0000010839655,0.000007896148,0.032228477,0.064601436,0.7103766],"study_design_scores_gemma":[0.0029475738,0.0013074585,0.060662925,0.00014467427,0.000012308396,0.00002416234,0.011378557,0.00017897908,6.1503715e-7,0.0038014688,0.919367,0.00017424597],"about_ca_topic_score_codex":0.006247874,"about_ca_topic_score_gemma":0.0065228897,"teacher_disagreement_score":0.8547656,"about_ca_system_score_codex":0.000549642,"about_ca_system_score_gemma":0.0031052553,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W2158794403","doi":"10.2196/mhealth.3359","title":"Supporting Cancer Patients in Illness Management: Usability Evaluation of a Mobile App","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Usability; Computer science; mHealth; Mobile device; Readability; Mobile technology; Heuristic evaluation; Multimedia; World Wide Web; Human–computer interaction; Internet privacy; Medicine; Nursing; Psychological intervention","score_opus":0.066804358160634,"score_gpt":0.5010958579211792,"score_spread":0.43429149976054515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158794403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98120904,0.0006485947,0.000105114086,0.00073537114,0.00051271654,0.011196374,0.00007306435,0.00008162483,0.0054380842],"genre_scores_gemma":[0.96660614,0.0018314992,0.000253253,0.0019313253,0.00017984971,0.028936723,0.000103496364,0.000034536937,0.00012314827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932785,0.001627532,0.0022143393,0.0007067718,0.00075434294,0.001418508],"domain_scores_gemma":[0.99638486,0.0005022271,0.0011821302,0.0005717122,0.00054928486,0.0008098059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008969491,0.0002545334,0.00066985027,0.00033209528,0.00084233284,0.000005264946,0.00020040627,0.00026708128,0.00032242757],"category_scores_gemma":[0.00028452376,0.00024186815,0.00004767262,0.00070202496,0.00011679772,0.00014318232,0.000109197455,0.0006684039,0.00003767441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014149361,0.00041367943,0.5595872,0.0110382335,0.0000049313985,7.678127e-8,0.0026468597,0.000039169663,0.0000015609899,0.0041185915,0.0013293365,0.42067885],"study_design_scores_gemma":[0.0049192496,0.0002481396,0.94675744,0.00042184576,0.000074795105,2.7816236e-7,0.0018227075,0.0039102663,0.0000030164408,0.002683191,0.038931005,0.00022805422],"about_ca_topic_score_codex":0.0030679554,"about_ca_topic_score_gemma":0.0023662432,"teacher_disagreement_score":0.4204508,"about_ca_system_score_codex":0.00067953195,"about_ca_system_score_gemma":0.0013409163,"threshold_uncertainty_score":0.9863097},"labels":[],"label_agreement":null},{"id":"W2160865185","doi":"10.2196/mhealth.3535","title":"A Low-Intensity Mobile Health Intervention With and Without Health Counseling for Persons With Type 2 Diabetes, Part 1: Baseline and Short-Term Results From a Randomized Controlled Trial in the Norwegian Part of RENEWING HEALTH","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Akershus Universitetssykehus; Diabetesforbundet; Norges Forskningsråd; Høgskolen i Oslo og Akershus","keywords":"Type 2 diabetes; Norwegian; mHealth; Randomized controlled trial; Medicine; Intervention (counseling); Diabetes mellitus; Term (time); Physical therapy; Baseline (sea); Self-management; Health intervention; Family medicine; Psychological intervention; Nursing; Computer science; Internal medicine","score_opus":0.04829435316406859,"score_gpt":0.401256248480019,"score_spread":0.3529618953159504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160865185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9008373,0.0085554,0.0026524854,0.022352982,0.0006325758,0.064022444,0.00072181196,0.00014098559,0.000084017986],"genre_scores_gemma":[0.929347,0.020579323,0.002200812,0.017167533,0.00083584175,0.02877241,0.00093123736,0.00009679073,0.00006909991],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9850714,0.0062113074,0.0045494707,0.0013756715,0.00064913015,0.0021429746],"domain_scores_gemma":[0.9879632,0.0054471917,0.003455582,0.00088617735,0.00047174582,0.0017761204],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.027692707,0.0006605147,0.0044653006,0.00038309235,0.0022674575,0.000047911046,0.00023793062,0.00029841095,0.000010793205],"category_scores_gemma":[0.0008307511,0.00042440987,0.00015638207,0.0005597562,0.0004491795,0.0001781404,0.000066470275,0.0012848197,0.000001441147],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8747162,0.0009285746,0.009154339,0.011998497,0.00012200584,6.7174705e-7,0.018785743,0.00001672986,0.0000014987747,0.0008787295,0.003862019,0.07953498],"study_design_scores_gemma":[0.93842036,0.0146925105,0.0065776478,0.006414657,0.00021779609,0.000012001043,0.007885109,0.005735804,7.5805167e-7,0.000298845,0.019200873,0.00054364227],"about_ca_topic_score_codex":0.005335126,"about_ca_topic_score_gemma":0.009843665,"teacher_disagreement_score":0.07899133,"about_ca_system_score_codex":0.00037975726,"about_ca_system_score_gemma":0.004411175,"threshold_uncertainty_score":0.99982077},"labels":[],"label_agreement":null},{"id":"W2164594878","doi":"10.2196/mhealth.2850","title":"Development of an Evidence-Based mHealth Weight Management Program Using a Formative Research Process","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand; Medical Research Council; Bupa Foundation","keywords":"mHealth; Weight management; Formative assessment; The Internet; Short Message Service; Computer science; Behavior change; Multimedia; Knowledge management; Psychology; Medicine; World Wide Web; Weight loss; Nursing; Social psychology; Psychological intervention; Telecommunications","score_opus":0.2747651670333581,"score_gpt":0.5741513728796828,"score_spread":0.29938620584632464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164594878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97247,0.0010438589,0.003545938,0.0028952076,0.00043560922,0.016681623,0.000030522562,0.00037227903,0.002524948],"genre_scores_gemma":[0.9004462,0.001186704,0.07465886,0.0033715167,0.0004697244,0.019586159,0.000099832534,0.00009066891,0.00009035639],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890996,0.0026714876,0.0028271622,0.0010901027,0.0013580534,0.0029535713],"domain_scores_gemma":[0.99264777,0.0011194566,0.0013652004,0.0010327736,0.0010553882,0.0027794002],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0125437,0.00045477474,0.0009407952,0.0009436589,0.0048099775,0.000025589829,0.00056325644,0.00043785383,0.0000831992],"category_scores_gemma":[0.00019797744,0.00040379105,0.00006193747,0.0016500815,0.00032574616,0.0005136701,0.00017358939,0.0017193868,0.00006716857],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013425173,0.0018267637,0.00668898,0.08746707,0.000026679772,0.000002792783,0.01748672,0.000033191216,0.000027197015,0.02289372,0.0012054585,0.8609989],"study_design_scores_gemma":[0.016732393,0.007862295,0.32141218,0.017849775,0.00031199638,0.000027574337,0.033144824,0.09057101,0.00026253672,0.0091246655,0.50050217,0.0021985911],"about_ca_topic_score_codex":0.00039419287,"about_ca_topic_score_gemma":0.0004286906,"teacher_disagreement_score":0.85880035,"about_ca_system_score_codex":0.0009824199,"about_ca_system_score_gemma":0.008492217,"threshold_uncertainty_score":0.9998414},"labels":[],"label_agreement":null},{"id":"W2164665633","doi":"10.2196/mhealth.2596","title":"Mobile Mental Wellness Training for Stress Management: Feasibility and Design Implications Based on a One-Month Field Study","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tekes","keywords":"Flexibility (engineering); Applied psychology; Mental health; Stress management; Psychology; Psychological intervention; mHealth; Mobile technology; Time management; Clinical psychology; Mobile device; Computer science; Psychotherapist; Psychiatry; World Wide Web","score_opus":0.18431611182414023,"score_gpt":0.47114055073932165,"score_spread":0.2868244389151814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164665633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631553,0.0004400271,0.003810934,0.004503933,0.00058033376,0.020253537,0.00037364697,0.00015531547,0.0067269574],"genre_scores_gemma":[0.9868252,0.00001798039,0.0009507668,0.0019172127,0.00005206854,0.009664255,0.00005217017,0.000029477455,0.00049082254],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99772686,0.00024508114,0.0005791247,0.00064791046,0.00015258364,0.00064844487],"domain_scores_gemma":[0.99841964,0.00036087737,0.0001930137,0.00045662597,0.000038287217,0.0005315585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005946111,0.00021232785,0.000306605,0.00015884415,0.00051277486,0.000074237614,0.00014792243,0.00008715049,0.00013153617],"category_scores_gemma":[0.000014232118,0.00020927443,0.000052939155,0.0001612929,0.00006099709,0.00014361681,0.00004338397,0.00018437658,0.000027944749],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017276487,0.012100307,0.029761264,0.003318428,0.0000906563,0.0000032242938,0.010684253,0.0000080914415,0.0000016062496,0.012871026,0.012586153,0.91684735],"study_design_scores_gemma":[0.0099482685,0.028493414,0.92960244,0.00040340933,0.00012833497,0.000009260299,0.020459425,0.0012682151,0.00002220042,0.006771605,0.002336459,0.00055698084],"about_ca_topic_score_codex":0.00036148078,"about_ca_topic_score_gemma":0.000119620665,"teacher_disagreement_score":0.91629034,"about_ca_system_score_codex":0.0001583758,"about_ca_system_score_gemma":0.00006586223,"threshold_uncertainty_score":0.85339636},"labels":[],"label_agreement":null},{"id":"W2164674019","doi":"10.2196/mhealth.3216","title":"Mobile Technologies and Geographic Information Systems to Improve Health Care Systems: A Literature Review","year":2014,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geographic information system; Health care; Scopus; Information system; mHealth; Mobile technology; Mobile phone; Clinical decision support system; Computer science; Medicine; Knowledge management; Decision support system; Mobile device; MEDLINE; World Wide Web; Nursing; Geography; Psychological intervention; Data mining; Telecommunications; Engineering; Political science","score_opus":0.0201536974396192,"score_gpt":0.3756825502228389,"score_spread":0.3555288527832197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164674019","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013919421,0.97833675,0.000020234336,0.00053167285,0.000588376,0.016605126,0.003202326,0.00059868343,0.00010288559],"genre_scores_gemma":[0.00015481003,0.98812044,0.00012237113,0.0024556422,0.00024612484,0.004695834,0.0040937564,0.000066442306,0.000044569708],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949582,0.0005415018,0.0021424482,0.000857491,0.0005294282,0.0009708928],"domain_scores_gemma":[0.99532884,0.00011554471,0.0015821373,0.001329361,0.00038874493,0.0012553898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013829835,0.0007807521,0.0047204066,0.00091441366,0.0002966168,0.00019137075,0.00026649458,0.0005916465,0.0000011714208],"category_scores_gemma":[0.00021060264,0.00057389366,0.00022582954,0.001173356,0.00010207194,0.00025479496,0.00020084673,0.0010623705,0.000041527266],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014248684,0.000013626647,0.000020194906,0.5160576,0.000026163147,0.0000042820243,0.00014341527,4.482504e-8,1.912192e-9,0.000121667836,0.0077373064,0.47586146],"study_design_scores_gemma":[0.00034606797,0.00104783,0.000042894746,0.24667917,0.0003200289,0.00028260247,0.00037196532,0.0000058589417,1.7666061e-9,8.048894e-7,0.75061,0.0002928042],"about_ca_topic_score_codex":0.00016302527,"about_ca_topic_score_gemma":0.000016307413,"teacher_disagreement_score":0.74287266,"about_ca_system_score_codex":0.0004849303,"about_ca_system_score_gemma":0.0018484988,"threshold_uncertainty_score":0.9996713},"labels":[],"label_agreement":null},{"id":"W2166955927","doi":"10.2196/mhealth.3533","title":"Consumers' Perspectives on National Health Insurance in South Africa: Using a Mobile Health Approach","year":2014,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Public health; Health policy; Public relations; HRHIS; Social determinants of health; Business; Health equity; Health promotion; Nursing; Medicine; Political science","score_opus":0.1043037448444697,"score_gpt":0.3419087067129068,"score_spread":0.2376049618684371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166955927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95819265,0.026424335,0.0017495739,0.0024977543,0.00055160373,0.0028942497,0.000526042,0.00011717973,0.007046625],"genre_scores_gemma":[0.99416506,0.0011891382,0.0015213824,0.0024220902,0.000248084,0.0002674989,0.000026615442,0.000047564125,0.00011258252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99580204,0.00026194906,0.0015599778,0.0009839183,0.0001893268,0.001202804],"domain_scores_gemma":[0.9976277,0.000057010016,0.0010744142,0.00034636824,0.00007253057,0.0008220006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004025658,0.00032589506,0.0011232474,0.00070934213,0.00057108543,0.00005494015,0.0001749082,0.00019194794,0.00001313751],"category_scores_gemma":[0.00009007357,0.00030475532,0.00008894762,0.0006487948,0.0001261363,0.0001753885,0.000039782346,0.000618277,0.00004834775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028857175,0.001816268,0.39250618,0.009872347,0.00004875354,0.0000025668737,0.18523365,0.0007832697,8.9009797e-7,0.3691983,0.0008142241,0.039435],"study_design_scores_gemma":[0.006194296,0.0045238174,0.89473295,0.0006118477,0.0000017640591,0.00005756622,0.028126024,0.019090567,5.262084e-7,0.008711339,0.036560565,0.0013887454],"about_ca_topic_score_codex":0.0050414065,"about_ca_topic_score_gemma":0.000147404,"teacher_disagreement_score":0.50222677,"about_ca_system_score_codex":0.0013264802,"about_ca_system_score_gemma":0.0010423139,"threshold_uncertainty_score":0.99994045},"labels":[],"label_agreement":null},{"id":"W2168459847","doi":"10.2196/mhealth.3732","title":"Patient-Provider Communications in Outpatient Clinic Settings: A Clinic-Based Evaluation of Mobile Device and Multimedia Mediated Communications for Patient Education","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Medicine; Health care; Multimedia; Videoconferencing; Patient satisfaction; Patient education; Medical education; Medical emergency; Nursing; Computer science","score_opus":0.3801319878203189,"score_gpt":0.5512540972564374,"score_spread":0.1711221094361185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168459847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9149132,0.040777795,0.00004941689,0.017985981,0.0010740996,0.023045095,0.00064770563,0.0001744015,0.0013323069],"genre_scores_gemma":[0.9525504,0.0018748079,0.020538209,0.0063513033,0.000055201344,0.016770912,0.0017650507,0.00007008878,0.000024038152],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9878724,0.00622993,0.0035295633,0.0006865089,0.00082942686,0.00085212826],"domain_scores_gemma":[0.9832795,0.0063707577,0.0028231882,0.003202174,0.0033551403,0.0009692314],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004598963,0.00037993552,0.00083011604,0.00057751144,0.0010939353,0.000018336063,0.00075094926,0.0005112754,0.000041028936],"category_scores_gemma":[0.0038754712,0.00038773968,0.000083502884,0.00076260144,0.00046089472,0.00032718468,0.0006489861,0.0012823745,0.000042011023],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014342316,0.0052082813,0.29069552,0.009593514,0.000060452974,2.1055796e-7,0.22489594,0.000044870998,0.000020713069,0.00042960639,0.014688296,0.45292836],"study_design_scores_gemma":[0.024644818,0.008802471,0.112030335,0.0059984764,0.0006871617,0.000005232372,0.44716802,0.2449681,0.000027406646,0.0036683346,0.1503797,0.0016199438],"about_ca_topic_score_codex":0.0022588077,"about_ca_topic_score_gemma":0.002990882,"teacher_disagreement_score":0.45130843,"about_ca_system_score_codex":0.0011609837,"about_ca_system_score_gemma":0.010525522,"threshold_uncertainty_score":0.9998574},"labels":[],"label_agreement":null},{"id":"W2169624137","doi":"10.2196/mhealth.4001","title":"Non-Work-Related Use of Personal Mobile Phones by Hospital Registered Nurses","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Academy of Medical-Surgical Nurses","keywords":"Distraction; Mobile phone; Work (physics); Internet privacy; Health care; Vigilance (psychology); Personal care; Mobile device; Medical emergency; Nursing; Medicine; Psychology; Computer science; Family medicine; World Wide Web; Telecommunications; Engineering","score_opus":0.1104263735878353,"score_gpt":0.4495245837879902,"score_spread":0.3390982102001549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169624137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772386,0.0046645636,0.00008235549,0.005489812,0.0018614912,0.008249132,0.0003974785,0.00023487082,0.0017816944],"genre_scores_gemma":[0.9789858,0.0036486937,0.00063595845,0.0035970614,0.00035592302,0.0075514824,0.00035652332,0.000093416464,0.004775131],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99420464,0.0005355067,0.0020776328,0.00083537516,0.0005964082,0.0017504165],"domain_scores_gemma":[0.9935971,0.0005997093,0.0014503318,0.0007341392,0.0005527085,0.0030660357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014389963,0.00043332667,0.00096801855,0.0002532918,0.001053784,0.000018014165,0.00025825526,0.0006031686,0.00016184802],"category_scores_gemma":[0.00019669895,0.00039682572,0.00010085886,0.00081351516,0.0003292645,0.00031322145,0.00011565426,0.0012192212,0.00019970398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009854726,0.0010115285,0.17789504,0.005710848,0.00003329097,0.00000445076,0.023783306,0.0000046054665,0.000019952246,0.0015208401,0.7475619,0.041468784],"study_design_scores_gemma":[0.0075219036,0.0024881442,0.115161315,0.0008403988,0.00011640659,0.00001415075,0.012823128,0.00041114425,0.000011601592,0.00045274422,0.85942477,0.0007342802],"about_ca_topic_score_codex":0.0025916363,"about_ca_topic_score_gemma":0.00012232197,"teacher_disagreement_score":0.111862905,"about_ca_system_score_codex":0.0004166558,"about_ca_system_score_gemma":0.003454687,"threshold_uncertainty_score":0.99984837},"labels":[],"label_agreement":null},{"id":"W2172171881","doi":"10.2196/mhealth.4649","title":"The Development of the Recovery Assessments by Phone Points (RAPP): A Mobile Phone App for Postoperative Recovery Monitoring and Assessment","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nausea and vomiting management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Örebro Universitet","keywords":"mHealth; Mobile phone; Medicine; Phone; Cohort; Medical emergency; Patient satisfaction; Adverse effect; Nursing; Computer science; Psychological intervention","score_opus":0.0708217719632639,"score_gpt":0.41668813528376236,"score_spread":0.34586636332049847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172171881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896858,0.0021095725,0.0007791681,0.0031881505,0.0006828266,0.002674653,0.00003139982,0.000030743202,0.0008176834],"genre_scores_gemma":[0.98146486,0.0019384794,0.013141024,0.00086403213,0.00017753604,0.0008004331,0.000031337753,0.00003621297,0.0015460621],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99800503,0.00014515812,0.0006017169,0.00034456706,0.00041599077,0.00048754015],"domain_scores_gemma":[0.9985581,0.00024897887,0.00033935386,0.0002917102,0.0001667945,0.0003950787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018361611,0.00020184807,0.00038128262,0.00006440839,0.00056692096,0.000047534588,0.00011191391,0.00007849806,0.0000028869094],"category_scores_gemma":[0.00006829177,0.0001233722,0.00004838892,0.00017751596,0.0000820581,0.000100817706,0.00012604149,0.00026640002,0.0000017553222],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045563104,0.001531126,0.06596362,0.004720056,0.0005278173,0.000004201661,0.008577438,0.000008462026,0.0024856373,0.00040682397,0.07011458,0.8411039],"study_design_scores_gemma":[0.03413259,0.011500938,0.57934755,0.0025519715,0.00070365786,0.000071760456,0.03610273,0.00085241237,0.012211246,0.0021323133,0.319071,0.0013218387],"about_ca_topic_score_codex":0.00007069308,"about_ca_topic_score_gemma":0.000021268526,"teacher_disagreement_score":0.83978206,"about_ca_system_score_codex":0.00038839524,"about_ca_system_score_gemma":0.001262909,"threshold_uncertainty_score":0.50309724},"labels":[],"label_agreement":null},{"id":"W2174149776","doi":"10.2196/mhealth.4651","title":"Crafting Appealing Text Messages to Encourage Colorectal Cancer Screening Test Completion: A Qualitative Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Wake Forest University","keywords":"Helpfulness; Psychological intervention; Medicine; Receipt; mHealth; Family medicine; Qualitative research; Health care; Focus group; Cancer screening; Moderation; Psychology; Nursing; Cancer; Social psychology; World Wide Web","score_opus":0.2055835731506551,"score_gpt":0.5484236483933749,"score_spread":0.34284007524271976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174149776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9556536,0.0018461301,0.0018029502,0.022799954,0.0007644474,0.013753861,0.0002899398,0.00048595178,0.0026031807],"genre_scores_gemma":[0.9638312,0.00047454776,0.0027350634,0.010349184,0.0012227574,0.020567063,0.000079489575,0.000093925504,0.0006467787],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9914343,0.002237213,0.0020629265,0.0011293913,0.0008594437,0.0022767242],"domain_scores_gemma":[0.99101466,0.0024201416,0.0009220126,0.00053019734,0.0007677727,0.0043452126],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0071234424,0.00050795835,0.0010703644,0.00043529828,0.0035361957,0.0000418687,0.0003491626,0.0003019541,0.00015219684],"category_scores_gemma":[0.0009463925,0.00047627243,0.00006365855,0.001203107,0.00012421381,0.00022631424,0.00026551416,0.0015968397,0.00023840563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013660616,0.0014083686,0.3418777,0.0050087585,0.000054183234,0.000018437253,0.51509136,0.00008721996,0.00005238732,0.0028634085,0.0637808,0.0683913],"study_design_scores_gemma":[0.007937958,0.0031561768,0.3372346,0.0010286869,0.00013247461,0.000015382304,0.538889,0.0011745625,0.0000047470644,0.00053844287,0.108966716,0.0009212788],"about_ca_topic_score_codex":0.009478004,"about_ca_topic_score_gemma":0.006646686,"teacher_disagreement_score":0.06747002,"about_ca_system_score_codex":0.0008357111,"about_ca_system_score_gemma":0.00365343,"threshold_uncertainty_score":0.9997689},"labels":[],"label_agreement":null},{"id":"W2178285525","doi":"10.2196/mhealth.4383","title":"Dutch Young Adults Ratings of Behavior Change Techniques Applied in Mobile Phone Apps to Promote Physical Activity: A Cross-Sectional Survey","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Stichting voor de Technische Wetenschappen","keywords":"Psychology; Self-monitoring; Behavior change methods; Personality; mHealth; Social support; Psychological intervention; Mobile phone; Self-efficacy; Behavior change; Goal setting; Physical activity level; Applied psychology; Physical activity; Clinical psychology; Social psychology; Medicine; Physical therapy; Computer science","score_opus":0.18741828912698305,"score_gpt":0.49587553734342854,"score_spread":0.3084572482164455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2178285525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941738,0.00018262217,0.000021432174,0.00007361112,0.00042289958,0.0042885887,0.00037285624,0.00010362379,0.00036054864],"genre_scores_gemma":[0.99099904,0.000026060174,0.00023905469,0.00023297538,0.0002643451,0.007960989,0.00011169681,0.000036658657,0.00012918827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974231,0.00026195933,0.0006350572,0.00061065017,0.00032085448,0.0007483435],"domain_scores_gemma":[0.9982407,0.000047014997,0.00033290545,0.00033147458,0.00021855658,0.0008293441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013912359,0.00024165865,0.00052041915,0.00029113897,0.00013733911,0.000025601174,0.00015803921,0.00024070402,0.00004636093],"category_scores_gemma":[0.000025830446,0.00023886302,0.00006693905,0.0005714924,0.00010285496,0.00016126479,0.00007373684,0.00052226457,0.00003882461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025314132,0.0038798943,0.7346107,0.00042175228,0.000004489833,0.000004909655,0.014365264,1.2715802e-7,0.000105279454,0.00015220985,0.0004111125,0.24351287],"study_design_scores_gemma":[0.0014077023,0.0019706055,0.99537134,0.000074545685,0.000008935625,0.000012405268,0.00054095505,0.000011384813,0.00014108166,0.00001969763,0.00026014342,0.00018119474],"about_ca_topic_score_codex":0.015238314,"about_ca_topic_score_gemma":0.0027396444,"teacher_disagreement_score":0.26076066,"about_ca_system_score_codex":0.00022195892,"about_ca_system_score_gemma":0.00026811124,"threshold_uncertainty_score":0.9913193},"labels":[],"label_agreement":null},{"id":"W2179077788","doi":"10.2196/mhealth.4804","title":"A Mobile Phone App for Dietary Intake Assessment in Adolescents: An Evaluation Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Umeå Universitet; Svenska Forskningsrådet Formas; Vetenskapsrådet; Vårdalstiftelsen","keywords":"Mobile phone; Medicine; mHealth; Mobile apps; Psychology; Demography; Computer science; Psychological intervention","score_opus":0.2070680549568761,"score_gpt":0.5495940060541585,"score_spread":0.34252595109728246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179077788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527518,0.0019711894,0.0005196543,0.0015150352,0.0011718365,0.040904567,0.00009976839,0.00023332339,0.00083280326],"genre_scores_gemma":[0.897008,0.0005516931,0.001412605,0.0046141683,0.0006726225,0.095280685,0.0002887951,0.00006606656,0.00010533719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923441,0.0021297308,0.0019788933,0.0010384157,0.000792126,0.0017167453],"domain_scores_gemma":[0.9949081,0.00023360702,0.00073473883,0.000832629,0.0006816069,0.002609307],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010144332,0.00038294104,0.0007990676,0.00043330115,0.0012007001,0.000019761736,0.000273956,0.00034227406,0.000050299233],"category_scores_gemma":[0.00018966285,0.00036359686,0.000049069615,0.00072832935,0.00006953303,0.00032544474,0.00010158427,0.0012870042,0.000060148388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021246083,0.0065789646,0.5934238,0.008724214,0.000016394657,0.0000033241095,0.026186826,0.000082230035,0.000009672911,0.0012597919,0.013916,0.3476742],"study_design_scores_gemma":[0.020538928,0.006232786,0.87775844,0.0004733029,0.000116778094,0.0000041169515,0.04725889,0.011900423,4.5349645e-7,0.0026000896,0.03263596,0.00047981922],"about_ca_topic_score_codex":0.002907368,"about_ca_topic_score_gemma":0.007190302,"teacher_disagreement_score":0.34719437,"about_ca_system_score_codex":0.0015905473,"about_ca_system_score_gemma":0.008047626,"threshold_uncertainty_score":0.9998816},"labels":[],"label_agreement":null},{"id":"W2181235568","doi":"10.2196/mhealth.4229","title":"Use of the Fitbit to Measure Adherence to a Physical Activity Intervention Among Overweight or Obese, Postmenopausal Women: Self-Monitoring Trajectory During 16 Weeks","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":222,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Office of the President, University of California; University of California, San Diego","keywords":"Activity tracker; Overweight; Physical therapy; Medicine; Randomized controlled trial; Intervention (counseling); Psychological intervention; Physical activity; Activity monitor; mHealth; Physical medicine and rehabilitation; Body mass index; Nursing; Surgery","score_opus":0.1304446509970746,"score_gpt":0.3928703390163436,"score_spread":0.262425688019269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181235568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965359,0.000047562964,0.00002687655,0.0013496443,0.00030398273,0.0015191729,0.0000300926,0.000088098794,0.0000986522],"genre_scores_gemma":[0.9983194,0.000030176676,0.00015194449,0.00038294334,0.0005938036,0.00019478833,0.0000017187327,0.00003007211,0.0002951839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974832,0.00028784864,0.00035527535,0.0004757726,0.000635074,0.00076281605],"domain_scores_gemma":[0.9972559,0.0001472234,0.00024338916,0.00041933893,0.00016910533,0.0017650385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048356544,0.00025829548,0.00069459615,0.00013091351,0.00023643937,0.000028392238,0.00013538207,0.000116369505,0.000008317184],"category_scores_gemma":[0.00019845144,0.00017651854,0.000087271845,0.00056455523,0.00006398577,0.00034748644,0.0001369206,0.00063606736,0.000010525556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06507633,0.04676009,0.4449197,0.04453061,0.0005292516,0.00009776376,0.13718809,0.000072740266,0.040413514,0.0007436141,0.0046741217,0.21499418],"study_design_scores_gemma":[0.0019478105,0.00959091,0.98237133,0.0010204926,0.00006204633,0.000017965027,0.00066341204,0.00007980668,0.0035487926,0.00006458492,0.00042413452,0.00020869619],"about_ca_topic_score_codex":0.0013655578,"about_ca_topic_score_gemma":0.00037440524,"teacher_disagreement_score":0.5374516,"about_ca_system_score_codex":0.0011619905,"about_ca_system_score_gemma":0.00090818235,"threshold_uncertainty_score":0.71982175},"labels":[],"label_agreement":null},{"id":"W2196604774","doi":"10.2196/mhealth.5026","title":"A Text-Messaging and Pedometer Program to Promote Physical Activity in People at High Risk of Type 2 Diabetes: The Development of the PROPELS Follow-On Support Program","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Loughborough University; University of Leicester; National Institute for Health and Care Research; Centre for Diet and Activity Research; University Hospitals of Leicester NHS Trust","keywords":"mHealth; Pedometer; Formative assessment; Focus group; Conceptualization; Psychology; Applied psychology; Medical education; Computer science; Psychological intervention; Physical activity; Medicine; Nursing; Physical therapy; Pedagogy; Artificial intelligence","score_opus":0.07667301867860005,"score_gpt":0.44597401785622387,"score_spread":0.3693009991776238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196604774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97617674,0.0001103977,0.0000072774424,0.005559453,0.00020990585,0.017378712,0.00004384329,0.00007756219,0.00043611115],"genre_scores_gemma":[0.9834783,0.00013673969,0.0014214446,0.00080956874,0.00009982701,0.013739306,0.000015157835,0.000039697727,0.0002599668],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995732,0.00090161257,0.0010137536,0.0005793002,0.00054462085,0.0012286744],"domain_scores_gemma":[0.99667037,0.00044513328,0.00089344085,0.000662392,0.00028880138,0.0010398709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002869055,0.000295814,0.0007292007,0.000169957,0.0009974813,0.000010390105,0.00027788646,0.0001814173,0.000008971083],"category_scores_gemma":[0.0003114726,0.00017335443,0.00005148438,0.0010758602,0.00015697091,0.00008282081,0.00032466315,0.0009272443,0.000019607709],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008286115,0.002217528,0.38811073,0.0065886164,0.00002141994,2.970114e-7,0.026205273,0.0000063733914,0.000031579715,0.0004930773,0.0019094662,0.573587],"study_design_scores_gemma":[0.0021343885,0.0025594137,0.9508011,0.00042468144,0.000048446145,0.0000010052861,0.00084704306,0.0005219254,0.000078211335,0.0002353314,0.04215166,0.00019679609],"about_ca_topic_score_codex":0.0006172475,"about_ca_topic_score_gemma":0.002228294,"teacher_disagreement_score":0.57339025,"about_ca_system_score_codex":0.0004380771,"about_ca_system_score_gemma":0.0037692597,"threshold_uncertainty_score":0.767192},"labels":[],"label_agreement":null},{"id":"W2197212350","doi":"10.2196/mhealth.4620","title":"A Community-Engaged Approach to Developing an mHealth HIV/STI and Drug Abuse Preventive Intervention for Primary Care: A Qualitative Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Institute of Mental Health; University of Michigan","keywords":"mHealth; Intervention (counseling); Medicine; Human immunodeficiency virus (HIV); Substance abuse; Qualitative research; Primary care; Drug; Family medicine; Psychology; Psychiatry; Psychological intervention","score_opus":0.21678265632621363,"score_gpt":0.5260534003166281,"score_spread":0.30927074399041443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197212350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95158416,0.0017918072,0.011304423,0.0031061524,0.00047883645,0.029973455,0.00040283275,0.00035322004,0.0010051196],"genre_scores_gemma":[0.9262739,0.0005380772,0.02255106,0.008852311,0.00044092495,0.039457522,0.001171721,0.00012773984,0.0005867896],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.968807,0.02536871,0.0022337758,0.0011333044,0.00054961094,0.0019076257],"domain_scores_gemma":[0.98996675,0.003018862,0.0010780807,0.0009657623,0.0010007158,0.0039698356],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026916407,0.000584032,0.0012522091,0.00055558706,0.009200263,0.00005159014,0.0004447985,0.00033156932,0.000004342346],"category_scores_gemma":[0.00084891386,0.0005644119,0.00008062723,0.0006982572,0.00015601625,0.0004445347,0.00026116223,0.0042080246,0.000029140443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018239343,0.0017545128,0.00501157,0.023216035,0.000030816183,6.6656816e-7,0.9272302,0.0000033433644,0.0000014797606,0.0048609464,0.0070404694,0.029026035],"study_design_scores_gemma":[0.010137828,0.0031772915,0.06465371,0.00069027545,0.00013034232,0.00000696998,0.89294153,0.00012182979,8.2644533e-7,0.0020059035,0.025569981,0.0005634962],"about_ca_topic_score_codex":0.0047934344,"about_ca_topic_score_gemma":0.0034941551,"teacher_disagreement_score":0.05964214,"about_ca_system_score_codex":0.001808926,"about_ca_system_score_gemma":0.0046197986,"threshold_uncertainty_score":0.99968076},"labels":[],"label_agreement":null},{"id":"W2198062004","doi":"10.2196/mhealth.4917","title":"Developing and Pretesting a Text Messaging Program for Health Behavior Change: Recommended Steps","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Text messaging; Short Message Service; Computer science; Formative assessment; Text message; mHealth; Behavior change; Process (computing); World Wide Web; Multimedia; Psychology; Medicine; Nursing","score_opus":0.33878482090502715,"score_gpt":0.5563832973269864,"score_spread":0.21759847642195929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198062004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52137524,0.029823156,0.0050254725,0.2768818,0.0031942986,0.15578814,0.000639232,0.0033543033,0.003918328],"genre_scores_gemma":[0.4642369,0.008837332,0.099934585,0.07036622,0.001988475,0.3532154,0.000498887,0.000269609,0.0006525949],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99288005,0.00085749733,0.0019740737,0.001088909,0.00039987703,0.0027996202],"domain_scores_gemma":[0.99297875,0.00091339095,0.0012641104,0.0005466343,0.000464383,0.0038327314],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0050260318,0.00049651606,0.0010079694,0.00035665353,0.0033945788,0.000045641747,0.00022726924,0.00039518092,0.000013962741],"category_scores_gemma":[0.0003883995,0.00047671385,0.0000567131,0.0006074156,0.00011483172,0.0003138211,0.00020219739,0.0011444609,0.00002153597],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027079586,0.00024891208,0.064886555,0.014517255,0.00001086084,0.0000017219746,0.006906326,1.9759948e-7,0.0000011586927,0.016486391,0.020083383,0.87658644],"study_design_scores_gemma":[0.006368038,0.0019197648,0.18567587,0.0013346113,0.000082230734,0.000048321068,0.0067981826,0.0009962239,0.0000012576245,0.0023656704,0.7937244,0.00068544305],"about_ca_topic_score_codex":0.0012937268,"about_ca_topic_score_gemma":0.0008075539,"teacher_disagreement_score":0.875901,"about_ca_system_score_codex":0.001048253,"about_ca_system_score_gemma":0.006356019,"threshold_uncertainty_score":0.99976844},"labels":[],"label_agreement":null},{"id":"W2198491249","doi":"10.2196/mhealth.4292","title":"Let Visuals Tell the Story: Medication Adherence in Patients with Type II Diabetes Captured by a Novel Ingestion Sensor Platform","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institutes of Health; Alliance Healthcare Foundation","keywords":"Medication adherence; mHealth; Digital health; Analytics; Type 2 diabetes; Medicine; Ingestion; Diabetes management; Diabetes mellitus; Computer science; Health care; Data science; Nursing; Internal medicine; Psychological intervention","score_opus":0.08446705552359235,"score_gpt":0.3622715187108283,"score_spread":0.27780446318723595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198491249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99070877,0.0008581264,0.00006651373,0.0069519733,0.00014299019,0.0009437407,0.000012371443,0.00003280439,0.00028273702],"genre_scores_gemma":[0.9943338,0.00014891314,0.00020860245,0.0045159236,0.00008880024,0.00009531542,0.00016711,0.000013097628,0.00042843123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859965,0.000058577698,0.0002842019,0.00026969842,0.00045291265,0.0003349436],"domain_scores_gemma":[0.9987617,0.000067155204,0.00024486295,0.0002475578,0.00018503907,0.00049364957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064689043,0.00013823474,0.000248281,0.000070549475,0.00015646889,0.000009705124,0.00008545815,0.00009974702,0.000037808873],"category_scores_gemma":[0.00017354525,0.00008709959,0.000009911988,0.00029880131,0.00010880516,0.00010187766,0.000020839241,0.00036420077,0.00003868349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019604957,0.0013750746,0.8378881,0.0010902912,0.000028503371,0.0000014488415,0.006223194,0.0000042081874,0.00013684368,0.00027398928,0.10891087,0.042106956],"study_design_scores_gemma":[0.0052702324,0.0031685985,0.9604754,0.0004037777,0.000040475566,0.0000038136823,0.00081450446,0.00057695934,0.000037146598,0.000045185294,0.028995864,0.00016806986],"about_ca_topic_score_codex":0.00010737367,"about_ca_topic_score_gemma":0.000027582124,"teacher_disagreement_score":0.12258725,"about_ca_system_score_codex":0.00014627838,"about_ca_system_score_gemma":0.00071320834,"threshold_uncertainty_score":0.3551818},"labels":[],"label_agreement":null},{"id":"W2207674086","doi":"10.2196/mhealth.4334","title":"The Most Popular Smartphone Apps for Weight Loss: A Quality Assessment","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":242,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council","keywords":"Smartphone app; Quality (philosophy); Computer science; Smartphone application; Internet privacy; Mobile apps; mHealth; Multimedia; Medicine; World Wide Web; Psychological intervention; Nursing","score_opus":0.16898706797743485,"score_gpt":0.5267355024462279,"score_spread":0.35774843446879306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207674086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5553694,0.027281668,0.014328473,0.31253573,0.009965618,0.05846341,0.0013845232,0.0014334457,0.019237721],"genre_scores_gemma":[0.8236153,0.023795698,0.008582939,0.047604807,0.0036595035,0.08525595,0.0007997479,0.00022317015,0.0064629],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921408,0.0015064862,0.0023365119,0.00085807225,0.0006738909,0.0024842343],"domain_scores_gemma":[0.99167323,0.0018228601,0.0011701157,0.001121497,0.00073150545,0.0034808172],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009252538,0.00041640658,0.0008039185,0.00014667997,0.005761097,0.000037913447,0.00042044252,0.0004433439,0.00003358287],"category_scores_gemma":[0.00056236895,0.00030025313,0.00009766992,0.0005899496,0.00024392868,0.00015982818,0.00015519619,0.0013421439,0.00012497595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014201356,0.00043056777,0.107802846,0.0071594478,0.000030882074,0.0000022413726,0.0025026414,0.0000026160594,0.000005346612,0.35987863,0.36236584,0.15839878],"study_design_scores_gemma":[0.00426464,0.00040912163,0.085918784,0.000105298735,0.000038675014,0.0000062131317,0.0022417717,0.00031930933,7.038243e-7,0.0140745975,0.8923552,0.00026566064],"about_ca_topic_score_codex":0.0016989799,"about_ca_topic_score_gemma":0.0017849528,"teacher_disagreement_score":0.52998936,"about_ca_system_score_codex":0.000956765,"about_ca_system_score_gemma":0.00838008,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W2212047966","doi":"10.2196/mhealth.4603","title":"Web-Based and Mobile Delivery of an Episodic Future Thinking Intervention for Overweight and Obese Families: A Feasibility Study","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Overweight; Intervention (counseling); mHealth; Mobile apps; Obesity; Medicine; Psychology; Gerontology; Computer science; Psychological intervention; World Wide Web; Nursing","score_opus":0.10414991689612924,"score_gpt":0.4565801124921085,"score_spread":0.35243019559597927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2212047966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897774,0.005851602,0.00006695154,0.0002919189,0.0006069741,0.0030860489,0.00018902305,0.000064025175,0.00006605305],"genre_scores_gemma":[0.9979177,0.00017542532,0.0005207384,0.0004665806,0.00016928389,0.000599118,0.00006420215,0.00002385073,0.000063111154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974504,0.00051441503,0.0007673374,0.00057614635,0.0002016139,0.00049009843],"domain_scores_gemma":[0.99819005,0.00009616979,0.00034810536,0.00037327287,0.00018457978,0.0008078369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018371288,0.00021747261,0.00046523186,0.00020982212,0.00029110064,0.00003025511,0.000111732246,0.00019310822,0.00004014219],"category_scores_gemma":[0.0000203565,0.0001941573,0.000077359146,0.00017366638,0.0001352604,0.0002099521,0.00004755877,0.0002859775,0.0000019032018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060690767,0.011158161,0.54980546,0.0055781268,0.00004540208,0.000010639544,0.03452068,0.0000013437368,0.0000130249,0.0016732111,0.00302882,0.38809603],"study_design_scores_gemma":[0.0135460235,0.023213409,0.9230619,0.00021866756,0.0001402966,0.000018297125,0.034932166,0.0005938617,0.0000042577076,0.0008263946,0.0031736726,0.00027102962],"about_ca_topic_score_codex":0.0020100817,"about_ca_topic_score_gemma":0.0020457841,"teacher_disagreement_score":0.387825,"about_ca_system_score_codex":0.000105936466,"about_ca_system_score_gemma":0.00027273365,"threshold_uncertainty_score":0.7917505},"labels":[],"label_agreement":null},{"id":"W2222471078","doi":"10.2196/mhealth.4933","title":"Outcomes of a Mobile Health Coaching Platform: 12-Week Results of a Single-Arm Longitudinal Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coaching; Longitudinal study; mHealth; Health coaching; Psychology; Medicine; Physical therapy; Physical medicine and rehabilitation; Computer science; Gerontology; Psychological intervention; Nursing","score_opus":0.18940805374637248,"score_gpt":0.47879161885806,"score_spread":0.2893835651116875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222471078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974281,0.0013519952,0.0006493745,0.0052070804,0.00063337886,0.015357613,0.00082379417,0.00021084283,0.0014849199],"genre_scores_gemma":[0.98619586,0.00224386,0.0010444608,0.001887782,0.00023420973,0.0077326368,0.000051670748,0.00007900486,0.0005305415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9897912,0.0012131453,0.004891268,0.0010812558,0.00084046106,0.0021826783],"domain_scores_gemma":[0.989819,0.0027046993,0.0037152215,0.0012657851,0.00042265898,0.0020726267],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005674025,0.00053374365,0.0020402751,0.0006033742,0.0014796148,0.000007558506,0.0004311748,0.00034814744,0.00010439963],"category_scores_gemma":[0.0005124027,0.0003723134,0.00015117649,0.0006347742,0.00029263963,0.0002686157,0.00023483722,0.0008697471,0.0000421868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029890551,0.008395019,0.7412068,0.011152404,0.00008107583,0.0000040444256,0.012530909,0.0000027912542,0.00007120558,0.0064792223,0.006455481,0.21063195],"study_design_scores_gemma":[0.014986471,0.018592257,0.9257967,0.0011870663,0.00009261824,0.000010977207,0.008916185,0.000025038686,0.000014862319,0.0009830322,0.028939161,0.00045561907],"about_ca_topic_score_codex":0.0062355553,"about_ca_topic_score_gemma":0.0038667985,"teacher_disagreement_score":0.21017633,"about_ca_system_score_codex":0.00063529424,"about_ca_system_score_gemma":0.0041425168,"threshold_uncertainty_score":0.99987286},"labels":[],"label_agreement":null},{"id":"W2227649235","doi":"10.2196/mhealth.4437","title":"Developing an Internet- and Mobile-Based System to Measure Cigarette Use Among Pacific Islanders: An Ecological Momentary Assessment Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Pacific islanders; The Internet; Ecology; Measure (data warehouse); Geography; Computer science; Environmental resource management; Medicine; Environmental science; Environmental health; Biology; World Wide Web; Population","score_opus":0.11087954639000444,"score_gpt":0.40100301528996407,"score_spread":0.29012346889995966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2227649235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950981,0.000020481084,0.001220015,0.0010203582,0.00018616751,0.002273653,0.000014071967,0.00014700594,0.000020158557],"genre_scores_gemma":[0.99820334,0.000015849266,0.00026270424,0.000877159,0.00011051427,0.00043385697,0.000042494154,0.000025498462,0.000028587476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779385,0.0003401996,0.00043514773,0.00058302854,0.00040879016,0.00043895413],"domain_scores_gemma":[0.99854976,0.00008411217,0.00013744412,0.00030654322,0.00010176028,0.0008203907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009977153,0.00021938614,0.0004003987,0.00018745716,0.00020621011,0.00007172033,0.000068892354,0.00013601234,0.000021420397],"category_scores_gemma":[0.000014194577,0.00014382922,0.000022987004,0.00014404861,0.00005449276,0.00026234324,0.00003153028,0.00021326775,7.288099e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002611311,0.0005757358,0.9782233,0.00035336328,0.000014584455,0.000030168265,0.0018897982,6.694125e-7,0.000024390229,0.000043202068,0.00011579908,0.018467844],"study_design_scores_gemma":[0.0027020872,0.0050174296,0.9827429,0.00038031107,0.0001028547,0.00002059334,0.0086131655,0.00012619335,0.000018117835,0.000003395187,0.0000955116,0.00017742856],"about_ca_topic_score_codex":0.00037608383,"about_ca_topic_score_gemma":0.0002370385,"teacher_disagreement_score":0.018290414,"about_ca_system_score_codex":0.00061253743,"about_ca_system_score_gemma":0.00036976518,"threshold_uncertainty_score":0.5865185},"labels":[],"label_agreement":null},{"id":"W2233877151","doi":"10.2196/mhealth.4900","title":"A Group-Based Mobile Application to Increase Adherence in Exercise and Nutrition Programs: A Factorial Design Feasibility Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical therapy; Factorial experiment; mHealth; Medicine; Computer science; Psychology; Psychological intervention; Nursing","score_opus":0.10074382791960866,"score_gpt":0.41229187653970933,"score_spread":0.31154804862010066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2233877151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98390424,0.00015137116,0.0028876318,0.0008859856,0.000058307865,0.01200877,0.000019454872,0.00007581167,0.000008453362],"genre_scores_gemma":[0.9944287,0.00020700834,0.0007030149,0.0003369966,0.00018324886,0.0041029053,0.000015364662,0.000014572631,0.000008167471],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980356,0.00026117428,0.00039394564,0.00058884337,0.00025356637,0.0004668361],"domain_scores_gemma":[0.99835485,0.0002025234,0.00011998072,0.00028798045,0.00006555505,0.0009690966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008016226,0.00017866945,0.00051282387,0.00013626569,0.00013657662,0.000016312977,0.000052597694,0.00010163691,0.000004946543],"category_scores_gemma":[0.000057453806,0.00012845616,0.000025092122,0.0003299973,0.0000646768,0.00013703428,0.000026903874,0.0002070264,0.000007885015],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028209642,0.038863834,0.24106605,0.0066412343,0.000008655564,0.000013633271,0.0030280396,5.3102093e-7,0.0021565196,0.00022712616,0.00025129932,0.6795334],"study_design_scores_gemma":[0.024666833,0.047076732,0.92089444,0.0017106812,0.00009913254,0.000008545202,0.00075031095,0.0004632209,0.00016935046,0.002894251,0.0008400927,0.00042641084],"about_ca_topic_score_codex":0.0019824489,"about_ca_topic_score_gemma":0.000644813,"teacher_disagreement_score":0.6798284,"about_ca_system_score_codex":0.00030744734,"about_ca_system_score_gemma":0.00043380714,"threshold_uncertainty_score":0.52382904},"labels":[],"label_agreement":null},{"id":"W2253134395","doi":"10.2196/mhealth.4423","title":"Guidelines and Recommendations for Developing Interactive eHealth Apps for Complex Messaging in Health Promotion","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"eHealth; mHealth; Internet privacy; Computer science; Android (operating system); Mobile phone; World Wide Web; Health care; Harm; Phone; Medicine; Psychological intervention; Psychology; Nursing","score_opus":0.3165615537011131,"score_gpt":0.5633721663825877,"score_spread":0.24681061268147458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253134395","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046178415,0.0022788935,0.12912033,0.78853774,0.0010736053,0.031120485,0.000986012,0.00035917448,0.0003453325],"genre_scores_gemma":[0.589416,0.04690408,0.1880546,0.074281625,0.0015402562,0.09682625,0.0010112848,0.00027954584,0.0016863327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927172,0.00078576565,0.0030453096,0.0010799498,0.00022483198,0.002146964],"domain_scores_gemma":[0.9932986,0.0028527572,0.0015219537,0.00042217708,0.0006435459,0.0012609825],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0054008584,0.0004196902,0.0009747625,0.0005700549,0.0027873262,0.000021026202,0.00018925052,0.00029515955,0.00003904945],"category_scores_gemma":[0.00079895667,0.0003362768,0.00006593779,0.00045863527,0.00011728224,0.00033925314,0.00010625376,0.00052658946,0.000011940098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091234205,0.0002902789,0.0182293,0.023563886,0.000019142417,3.1831493e-7,0.0033487573,9.3128295e-7,0.000052672094,0.16026878,0.085902415,0.70741117],"study_design_scores_gemma":[0.009605339,0.0012251112,0.06911128,0.0042493204,0.000025788759,0.000012886122,0.0032527193,0.0015833064,0.000005220558,0.02449412,0.8858836,0.00055127544],"about_ca_topic_score_codex":0.0009665068,"about_ca_topic_score_gemma":0.002603793,"teacher_disagreement_score":0.79998124,"about_ca_system_score_codex":0.001335489,"about_ca_system_score_gemma":0.004346536,"threshold_uncertainty_score":0.9999089},"labels":[],"label_agreement":null},{"id":"W2254170564","doi":"10.2196/mhealth.4225","title":"Acceptance of Commercially Available Wearable Activity Trackers Among Adults Aged Over 50 and With Chronic Illness: A Mixed-Methods Evaluation","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":457,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Activity tracker; Pedometer; Wearable computer; Thematic analysis; Focus group; Medicine; Wearable technology; Usability; Physical therapy; Psychology; Gerontology; Physical activity; Qualitative research; Computer science","score_opus":0.05193379853711017,"score_gpt":0.4074464360050677,"score_spread":0.3555126374679575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254170564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99343425,0.0012896998,0.00071948674,0.00229571,0.00010219167,0.0015281058,0.000028980976,0.00004723015,0.0005543515],"genre_scores_gemma":[0.9947822,0.0030669165,0.0012544187,0.0003800595,0.00017495954,0.00012869773,0.000005889458,0.000028820572,0.00017801936],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99741,0.0005628492,0.00038546743,0.00053454563,0.00046888998,0.0006382685],"domain_scores_gemma":[0.99797344,0.00043483826,0.00041968512,0.00035828562,0.00014631505,0.0006674225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017231822,0.00024061753,0.00077732926,0.00011824335,0.00031633506,0.000013874921,0.000068187466,0.00016570029,0.00014245728],"category_scores_gemma":[0.000105626554,0.00015910153,0.00004713755,0.0002730611,0.00034829887,0.00045578973,0.000035782163,0.00038968836,0.0000060266643],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059870766,0.0011246812,0.055336587,0.007000806,0.00005192144,0.0000029800465,0.0016122584,0.0000010778339,0.0044262446,0.00016501072,0.0015346122,0.92275673],"study_design_scores_gemma":[0.007288026,0.0031305866,0.98438066,0.0014815436,0.0001378409,0.0000134590955,0.00014949389,0.0008102232,0.0013188662,0.00021202034,0.0008628324,0.00021446694],"about_ca_topic_score_codex":0.0019253128,"about_ca_topic_score_gemma":0.0024838021,"teacher_disagreement_score":0.92904407,"about_ca_system_score_codex":0.00038412542,"about_ca_system_score_gemma":0.0016328823,"threshold_uncertainty_score":0.6487972},"labels":[],"label_agreement":null},{"id":"W2258941992","doi":"10.2196/mhealth.4874","title":"Mobile Phone Apps for Inflammatory Bowel Disease Self-Management: A Systematic Assessment of Content and Tools","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Mobile phone; Android (operating system); Health care; Phone; mHealth; Disease; Family medicine; World Wide Web; Internal medicine; Computer science; Nursing","score_opus":0.022801026347679252,"score_gpt":0.3175042363470907,"score_spread":0.2947032099994114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258941992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924431,0.002783265,0.0008430113,0.00011304996,0.00009557287,0.0034152798,0.00016943568,0.00002881391,0.000108510154],"genre_scores_gemma":[0.9936467,0.0031719564,0.0007274418,0.0003354251,0.00007505614,0.0017831562,0.000039501167,0.000027777334,0.0001929889],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99837416,0.00012688863,0.00054828194,0.00039683722,0.00017054124,0.00038330507],"domain_scores_gemma":[0.99857336,0.000045156135,0.0003104761,0.00039704985,0.0001041191,0.0005698619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052232825,0.0001991649,0.00028629022,0.00006875608,0.00012922898,0.00002351151,0.000108067885,0.00008197043,0.0000038400904],"category_scores_gemma":[0.00004037634,0.0001456955,0.00007195886,0.00003234194,0.00008631375,0.000016858532,0.00009046676,0.000042305466,0.0000018708148],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00514187,0.0015574378,0.1550801,0.7834791,0.0007885061,0.000113828086,0.0010580675,0.000015289777,0.013055123,0.020996422,0.0043366943,0.014377555],"study_design_scores_gemma":[0.01166045,0.0013262683,0.97440606,0.0054600327,0.00062127755,0.000014990081,0.0009349012,0.00056961266,0.0003989217,0.00048413788,0.0033363877,0.0007869583],"about_ca_topic_score_codex":0.0000020274101,"about_ca_topic_score_gemma":0.0000047832873,"teacher_disagreement_score":0.819326,"about_ca_system_score_codex":0.000050665516,"about_ca_system_score_gemma":0.00029915536,"threshold_uncertainty_score":0.5941291},"labels":[],"label_agreement":null},{"id":"W2258970805","doi":"10.2196/mhealth.4231","title":"MoodHacker Mobile Web App With Email for Adults to Self-Manage Mild-to-Moderate Depression: Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Randomized controlled trial; mHealth; Depression (economics); Psychological intervention; Medicine; Outreach; Absenteeism; Intervention (counseling); Telemedicine; Psychiatry; Gerontology; Psychology; Health care","score_opus":0.02668631869260226,"score_gpt":0.392962193988377,"score_spread":0.36627587529577477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258970805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321693,0.000818854,0.002761733,0.0094411215,0.0022676485,0.046344113,0.00032237676,0.00038295114,0.005491895],"genre_scores_gemma":[0.9412101,0.000050074217,0.0017266115,0.004466189,0.0004588456,0.04509302,0.000022224247,0.00008084903,0.006892109],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953037,0.0006108272,0.0015148435,0.00097421167,0.00034986957,0.0012465641],"domain_scores_gemma":[0.9958977,0.0011678953,0.000526131,0.0005935949,0.00017868553,0.0016359643],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018667316,0.00042849896,0.0018387832,0.00034078225,0.00038321136,0.00006534654,0.00023926327,0.0001936358,0.00017893968],"category_scores_gemma":[0.00012878653,0.00024979754,0.00030054527,0.00028022382,0.000085352636,0.00017330839,0.00007493683,0.0001806701,0.0003353036],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9631049,0.0010904582,0.000041092953,0.0006960519,0.00013322162,0.0000052152564,0.0015535965,0.0000013129198,0.0000015770319,0.0024083832,0.011886032,0.019078165],"study_design_scores_gemma":[0.9771037,0.006844994,0.00026900656,0.0006910772,0.00014917394,0.000014058593,0.00026832215,0.00009463505,0.00000894616,0.0005065855,0.013712741,0.00033674247],"about_ca_topic_score_codex":0.00013045428,"about_ca_topic_score_gemma":0.0002932847,"teacher_disagreement_score":0.018741423,"about_ca_system_score_codex":0.00020435489,"about_ca_system_score_gemma":0.00030806565,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W2262789343","doi":"10.2196/mhealth.4994","title":"Unpacking the Black Box: A Formative Research Approach to the Development of Theory-Driven, Evidence-Based, and Culturally Safe Text Messages in Mobile Health Interventions","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University; NOSM University; Laurentian University","funders":"","keywords":"Context (archaeology); Psychological intervention; Qualitative research; Sociocultural evolution; Formative assessment; Documentation; Behavior change communication; Public relations; Health equity; Knowledge management; Internet privacy; Medicine; Psychology; Computer science; Public health; Environmental health; Population; Sociology; Nursing; Political science; Geography; Pedagogy; Social science","score_opus":0.23856362585769597,"score_gpt":0.5285923394358346,"score_spread":0.29002871357813864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2262789343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7219938,0.026461065,0.01872694,0.18057278,0.00048492028,0.04854911,0.00025065345,0.00017801856,0.002782737],"genre_scores_gemma":[0.9527445,0.007844756,0.003249432,0.0063222293,0.0001700327,0.028963378,0.000020346548,0.000041451505,0.0006438639],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.989233,0.004824206,0.0025001934,0.0007546764,0.0007370926,0.0019507952],"domain_scores_gemma":[0.99208486,0.004405855,0.0009714355,0.0008296796,0.0005118176,0.0011963685],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.017926779,0.0003373072,0.0007481613,0.00049494527,0.003880046,0.000029909372,0.000599586,0.00022000598,0.0000535562],"category_scores_gemma":[0.0006535828,0.00016708519,0.00008513699,0.0012926202,0.00059621956,0.00027973918,0.00036430266,0.0013655146,0.00007587268],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010873886,0.00079457735,0.016243057,0.025311887,0.000034269182,5.377036e-7,0.15342584,0.000065092616,0.000027283124,0.07750633,0.02839214,0.6971116],"study_design_scores_gemma":[0.0062772515,0.0031728668,0.46991584,0.024305694,0.00006026757,0.000010361602,0.13246545,0.0007806265,0.000033394444,0.00502789,0.35711977,0.0008305853],"about_ca_topic_score_codex":0.00054902723,"about_ca_topic_score_gemma":0.0037726946,"teacher_disagreement_score":0.696281,"about_ca_system_score_codex":0.00090250385,"about_ca_system_score_gemma":0.0055729235,"threshold_uncertainty_score":0.9974168},"labels":[],"label_agreement":null},{"id":"W2265682271","doi":"10.2196/mhealth.5176","title":"Interrater Reliability of mHealth App Rating Measures: Analysis of Top Depression and Smoking Cessation Apps","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inter-rater reliability; mHealth; Reliability (semiconductor); Psychology; Smoking cessation; Applied psychology; Clinical psychology; Medicine; Psychological intervention; Psychiatry; Rating scale; Developmental psychology","score_opus":0.07255092889908912,"score_gpt":0.4426209468844637,"score_spread":0.37007001798537453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265682271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98346025,0.0020188312,0.0060376707,0.003740298,0.00038804556,0.003202264,0.00019715849,0.00011967207,0.0008358217],"genre_scores_gemma":[0.98930126,0.006494763,0.0009370786,0.0012769761,0.0001719585,0.0015725894,0.000058918093,0.00003792681,0.0001485216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931873,0.0013355076,0.0028208473,0.00091124885,0.0005736814,0.0011714217],"domain_scores_gemma":[0.993508,0.0017049855,0.0021592842,0.0008568372,0.00060069916,0.0011702016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004997769,0.00034120632,0.0012730726,0.0007865447,0.001077225,0.000007518378,0.00021889852,0.0004619172,0.00013129151],"category_scores_gemma":[0.0006036027,0.00023967019,0.00011645363,0.0012253604,0.00027766096,0.0002569523,0.00016138631,0.00065027183,0.000004760426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050268834,0.0001674115,0.80399615,0.0081723165,0.00006245221,3.213106e-7,0.0037239057,0.0000072850503,0.0003411288,0.0024585335,0.0009794927,0.17958832],"study_design_scores_gemma":[0.00298306,0.00040435087,0.9782983,0.00131048,0.0006004195,0.0000025031156,0.0020170535,0.0008922094,0.000125782,0.0012558576,0.011805645,0.0003043397],"about_ca_topic_score_codex":0.0019023702,"about_ca_topic_score_gemma":0.00093703857,"teacher_disagreement_score":0.17928398,"about_ca_system_score_codex":0.0003355264,"about_ca_system_score_gemma":0.001508931,"threshold_uncertainty_score":0.97734666},"labels":[],"label_agreement":null},{"id":"W2268243276","doi":"10.2196/mhealth.5181","title":"Design Considerations for Smoking Cessation Apps: Feedback From Nicotine Dependence Treatment Providers and Smokers","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Smoking cessation; mHealth; Respondent; Nicotine; Leverage (statistics); Internet privacy; Medicine; Psychology; Family medicine; Computer science; Nursing; Psychological intervention; Psychiatry","score_opus":0.12509722395340975,"score_gpt":0.3809911746988942,"score_spread":0.2558939507454845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268243276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781377,0.0004305458,0.010402731,0.008921757,0.00015236477,0.0017829861,0.000051647352,0.00008207239,0.000038216425],"genre_scores_gemma":[0.9948424,0.0009449628,0.0027248424,0.0008291884,0.00015415746,0.000342822,0.000047630976,0.000021899225,0.00009206083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867296,0.00008025004,0.00033853354,0.0003991155,0.00018494195,0.00032418265],"domain_scores_gemma":[0.9986704,0.00056432147,0.00017692326,0.00017672384,0.00009070637,0.00032091458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077796,0.00016986836,0.00027235065,0.00009786631,0.0003335528,0.000040708488,0.000021458374,0.00012640675,0.000040347975],"category_scores_gemma":[0.00009165524,0.00011659369,0.00002995196,0.000067655244,0.000075081196,0.00017413797,0.000008754969,0.00007609638,9.125849e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015841699,0.0004453642,0.61537117,0.0007449394,0.0000976821,0.000007921429,0.0051205647,0.000005453604,0.0027192854,0.0011083276,0.0022759102,0.37051922],"study_design_scores_gemma":[0.014895269,0.0032469367,0.9685608,0.0005730139,0.00070134184,0.00006732116,0.0011704726,0.00049444847,0.004068137,0.0048855194,0.0009650439,0.00037166663],"about_ca_topic_score_codex":0.0005698462,"about_ca_topic_score_gemma":0.00010013826,"teacher_disagreement_score":0.37014756,"about_ca_system_score_codex":0.0002768945,"about_ca_system_score_gemma":0.00047462984,"threshold_uncertainty_score":0.47545528},"labels":[],"label_agreement":null},{"id":"W2271202312","doi":"10.2196/mhealth.4741","title":"A Mobile Phone App to Stimulate Daily Physical Activity in Patients with Chronic Obstructive Pulmonary Disease: Development, Feasibility, and Pilot Studies","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"COPD; Pulmonary disease; Medicine; Physical activity; Physical therapy; Mobile apps; Mobile phone; Disease; Internal medicine; Intensive care medicine; Computer science; World Wide Web","score_opus":0.05348642008207898,"score_gpt":0.38118866701609355,"score_spread":0.32770224693401456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271202312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99156445,0.0035663524,0.000016903672,0.00069068646,0.000059625057,0.0038558787,0.00012991269,0.00006824028,0.000047961348],"genre_scores_gemma":[0.9980828,0.0005682677,0.0001593117,0.00013925794,0.00014153248,0.00062177755,0.000022938553,0.000048950857,0.00021516341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968217,0.00018241968,0.0003343669,0.0010392794,0.00063912896,0.0009831236],"domain_scores_gemma":[0.9973624,0.00018935505,0.00013538155,0.0004455095,0.00021926255,0.0016481116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027589838,0.00038575853,0.0007167198,0.00025921402,0.00026324025,0.000016278853,0.00010276797,0.00005543733,0.000017593358],"category_scores_gemma":[0.00007991364,0.00025655076,0.000034553617,0.00044414075,0.00042325538,0.00026801386,0.0002742521,0.00032562687,0.000018664326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011007196,0.0021754631,0.7302068,0.004535211,0.000054240492,0.00005018411,0.0008926778,0.000002744488,0.000073258096,0.000022707958,0.000053815085,0.2509257],"study_design_scores_gemma":[0.0063316864,0.0017220279,0.9904088,0.00052361283,0.000053022926,0.0000057259317,0.00013808241,0.00008649705,0.000023369174,0.00017489048,0.00025739887,0.00027493434],"about_ca_topic_score_codex":0.000078642624,"about_ca_topic_score_gemma":0.00010203137,"teacher_disagreement_score":0.26020193,"about_ca_system_score_codex":0.0024031613,"about_ca_system_score_gemma":0.0018595464,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W2271840788","doi":"10.2196/mhealth.4966","title":"A Mobile App for Hypertension Management Based on Clinical Practice Guidelines: Development and Deployment","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medication adherence; Mobile apps; Blood pressure; Disease management; Physical therapy; Patient satisfaction; Disease; Internal medicine; Nursing; World Wide Web; Computer science","score_opus":0.1859262489595921,"score_gpt":0.46020156044653315,"score_spread":0.27427531148694106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271840788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54261875,0.06758073,0.010244208,0.3523279,0.0019601462,0.018540233,0.00007227513,0.00079928146,0.0058564832],"genre_scores_gemma":[0.49014592,0.022757614,0.17960246,0.30326134,0.0007590848,0.0015442694,0.00002269378,0.000079640995,0.0018269946],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794286,0.00007203073,0.0007648567,0.0005150772,0.0003090767,0.00039607065],"domain_scores_gemma":[0.99812543,0.0005423945,0.00018225597,0.00026896287,0.0003953194,0.0004856286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013143398,0.00019429058,0.0005571229,0.00010368121,0.00027308974,0.000010582608,0.000037551436,0.00010383849,0.0000055355536],"category_scores_gemma":[0.00024057795,0.00011204727,0.00004912043,0.00006920893,0.000060192542,0.000049240203,0.000055687615,0.000115528404,0.0000122083975],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027032124,0.00076431746,0.0017331241,0.0016030971,0.00014721311,0.000047811114,0.00018058547,3.328297e-7,0.000014589416,0.00027648546,0.17167756,0.8208517],"study_design_scores_gemma":[0.00661854,0.0026468532,0.015282369,0.0005255527,0.0005393576,0.000052039417,0.0004076924,0.00018043921,0.000025130837,0.000028629245,0.9735434,0.00014996437],"about_ca_topic_score_codex":0.000010641192,"about_ca_topic_score_gemma":0.000004777008,"teacher_disagreement_score":0.8207017,"about_ca_system_score_codex":0.000031094634,"about_ca_system_score_gemma":0.00023944749,"threshold_uncertainty_score":0.45691553},"labels":[],"label_agreement":null},{"id":"W2276905783","doi":"10.2196/mhealth.5167","title":"The PAediatric Risk Assessment (PARA) Mobile App to Reduce Postdischarge Child Mortality: Design, Usability, and Feasibility for Health Care Workers in Uganda","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"Grand Challenges Canada; Mitacs; Canadian Child Health Clinician Scientist Program","keywords":"Usability; Medicine; mHealth; Mobile apps; Health care; Medical emergency; Environmental health; Nursing; Psychological intervention; Computer science; World Wide Web","score_opus":0.09863344375249489,"score_gpt":0.502675467353759,"score_spread":0.4040420236012641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276905783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83885956,0.012819704,0.0060060727,0.08542414,0.0010963896,0.053850118,0.0013265122,0.00029361193,0.00032388957],"genre_scores_gemma":[0.91452634,0.020435186,0.0040552993,0.009059574,0.000684646,0.050902225,0.000070299015,0.00009373419,0.00017268301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9893043,0.002865848,0.0026237844,0.001625931,0.00056602387,0.0030140933],"domain_scores_gemma":[0.98996055,0.0038684935,0.0012117685,0.0013416355,0.00038241115,0.0032351573],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010472599,0.0005581118,0.0010887939,0.00031374948,0.005999121,0.00004628288,0.00041398488,0.0004163443,0.000028165496],"category_scores_gemma":[0.00073422247,0.00036472236,0.00011412623,0.0008835984,0.00027598,0.00021350823,0.00025063922,0.001281998,0.00002947884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012476145,0.00028423846,0.76453954,0.0054127574,0.000016044038,5.6517194e-7,0.0033873783,0.0000051168995,0.000004192039,0.0016329769,0.014535303,0.20893429],"study_design_scores_gemma":[0.0044033173,0.001546225,0.9007493,0.00038687175,0.000044460496,0.0000036658032,0.005083836,0.000073622134,0.0000018130212,0.0012653123,0.0860697,0.0003718285],"about_ca_topic_score_codex":0.0032592756,"about_ca_topic_score_gemma":0.008379588,"teacher_disagreement_score":0.20856246,"about_ca_system_score_codex":0.0021002216,"about_ca_system_score_gemma":0.00717389,"threshold_uncertainty_score":0.9998805},"labels":[],"label_agreement":null},{"id":"W2285686715","doi":"10.2196/mhealth.4626","title":"Possibilities and Expectations for mHealth in the Pacific Islands: Insights From Key Informants","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Auckland; Fred Hollows Foundation","keywords":"mHealth; Context (archaeology); Thematic analysis; Stakeholder; Mobile phone; Business; Mobile technology; Internet privacy; Knowledge management; Health care; Computer science; Public relations; Mobile device; Qualitative research; Telecommunications; World Wide Web; Geography; Political science; Sociology","score_opus":0.07059980375779715,"score_gpt":0.43120847899224535,"score_spread":0.3606086752344482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285686715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9499448,0.0048584,0.00063465675,0.030131001,0.0005628279,0.009864606,0.000703841,0.00016059166,0.0031392656],"genre_scores_gemma":[0.9650577,0.008273467,0.00074576447,0.008858086,0.0006772985,0.015683986,0.000156331,0.000045166697,0.0005022092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99481326,0.0007840011,0.0017366942,0.0007550792,0.00035571549,0.0015552561],"domain_scores_gemma":[0.9931738,0.0042462857,0.00064897345,0.0007154515,0.0001942547,0.0010212834],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014194102,0.00036511364,0.00064216607,0.0003544139,0.0024707299,0.000030489151,0.00028994348,0.00037575842,0.00005247676],"category_scores_gemma":[0.00029764,0.00021566417,0.00005557114,0.00043184255,0.00023754577,0.00036195028,0.000073420095,0.0006917166,0.00007158128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002228389,0.00067997415,0.2628128,0.012796387,0.000035240068,0.000005162844,0.22622065,4.769508e-7,0.000054952172,0.20551574,0.057341136,0.23230909],"study_design_scores_gemma":[0.0073134922,0.0007020796,0.6967043,0.0007010501,0.00004779934,0.000008202778,0.0625523,0.00016100997,0.0000022442027,0.038007323,0.19337143,0.00042870702],"about_ca_topic_score_codex":0.0014546253,"about_ca_topic_score_gemma":0.0041645826,"teacher_disagreement_score":0.43389156,"about_ca_system_score_codex":0.00030813814,"about_ca_system_score_gemma":0.0020411538,"threshold_uncertainty_score":0.99882793},"labels":[],"label_agreement":null},{"id":"W2287205104","doi":"10.2196/mhealth.4846","title":"Mobile Phone Apps for the Prevention of Unintended Pregnancy: A Systematic Review and Content Analysis","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; mHealth; Unintended pregnancy; Internet privacy; Computer science; Content analysis; Medicine; Psychology; Multimedia; Psychological intervention; Nursing; Telecommunications; Research methodology; Environmental health; Family planning","score_opus":0.2047092870207702,"score_gpt":0.5177636782931352,"score_spread":0.313054391272365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287205104","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023539496,0.9231403,0.001381065,0.00098419,0.00024796865,0.0731644,0.0008906983,0.000081005666,0.000108017135],"genre_scores_gemma":[0.000046655477,0.8204275,0.00017859509,0.001320326,0.000117591444,0.17535168,0.00025887502,0.000075634365,0.0022231592],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98984367,0.0022519762,0.00514432,0.00099275,0.00038910247,0.0013781951],"domain_scores_gemma":[0.98736316,0.0036881252,0.0057901656,0.0014853477,0.00058128143,0.0010919255],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004450043,0.0007000942,0.006722875,0.00052028126,0.0014920634,0.000011692209,0.00046629363,0.00065077405,0.00008834243],"category_scores_gemma":[0.0005261884,0.0003816414,0.00070988946,0.001297586,0.00028344023,0.00008653241,0.00016227065,0.0009748899,0.00003730778],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021379212,0.00006990226,0.000007119968,0.7565443,0.00037447998,1.6179004e-7,0.00017958994,1.4301097e-8,1.6437292e-8,0.0029284623,0.0015656366,0.23830895],"study_design_scores_gemma":[0.0008351058,0.00035439132,0.000025938833,0.568311,0.023691101,0.000008547704,0.0003281974,0.000013255211,1.5613537e-8,0.00023135952,0.40593362,0.00026749706],"about_ca_topic_score_codex":0.0001802812,"about_ca_topic_score_gemma":0.00017846705,"teacher_disagreement_score":0.40436795,"about_ca_system_score_codex":0.0004039048,"about_ca_system_score_gemma":0.0036710524,"threshold_uncertainty_score":0.99986356},"labels":[],"label_agreement":null},{"id":"W2291112656","doi":"10.2196/mhealth.4814","title":"Tracking Health Data Is Not Enough: A Qualitative Exploration of the Role of Healthcare Partnerships and mHealth Technology to Promote Physical Activity and to Sustain Behavior Change","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; University of California, Davis; National Institutes of Health","keywords":"mHealth; Health care; Thematic analysis; Context (archaeology); Qualitative research; Health information technology; Knowledge management; Psychology; Medicine; Nursing; Computer science; Psychological intervention; Political science; Sociology","score_opus":0.3963209474674708,"score_gpt":0.5673103426692074,"score_spread":0.17098939520173662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291112656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70743906,0.0012279297,0.00025134243,0.27568945,0.00013583608,0.013953171,0.0012006469,0.00008524818,0.000017304561],"genre_scores_gemma":[0.9759712,0.0028815377,0.0011943172,0.008647488,0.0002968028,0.010848947,0.000032030563,0.000067583125,0.00006008707],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99270093,0.0019353899,0.0015917949,0.001348357,0.00060915336,0.0018143746],"domain_scores_gemma":[0.9931704,0.00089270715,0.0016015982,0.0015698868,0.0005512299,0.0022142217],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040320633,0.0004545708,0.0012890967,0.0005346898,0.0016567635,0.00001235749,0.0005262251,0.00039345145,0.000008484726],"category_scores_gemma":[0.00054200354,0.0003210181,0.000050088634,0.0012707437,0.00035732772,0.00059000094,0.0007166215,0.00092785514,0.000009050863],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074109226,0.00052066025,0.016189145,0.009247801,0.000012771688,5.016472e-7,0.07692431,5.095785e-8,0.00058920105,0.041819286,0.00062235666,0.8533328],"study_design_scores_gemma":[0.008074173,0.0094852885,0.6439848,0.00664142,0.00026329744,0.000032707845,0.1126713,0.00033179775,0.0017251814,0.01506069,0.20016576,0.0015635772],"about_ca_topic_score_codex":0.0039436393,"about_ca_topic_score_gemma":0.0038475408,"teacher_disagreement_score":0.85176927,"about_ca_system_score_codex":0.00047013207,"about_ca_system_score_gemma":0.0032239803,"threshold_uncertainty_score":0.9999242},"labels":[],"label_agreement":null},{"id":"W2292220849","doi":"10.2196/mhealth.4177","title":"Health Behavior Theory in Popular Calorie Counting Apps: A Content Analysis","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Brigham Young University","keywords":"mHealth; Content analysis; Psychology; Computer science; Content (measure theory); Internet privacy; Multimedia; Psychological intervention; Mathematics; Psychiatry; Sociology","score_opus":0.13336425230714022,"score_gpt":0.4764601019835943,"score_spread":0.34309584967645407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292220849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92482466,0.010226035,0.0050592152,0.043442633,0.00096795557,0.013271384,0.0005174774,0.000493878,0.0011967475],"genre_scores_gemma":[0.95166135,0.010328852,0.0007228626,0.018342517,0.0004966891,0.016697057,0.00012551577,0.00008400267,0.0015411364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98978525,0.0021651366,0.0030883183,0.0012473605,0.0006006787,0.0031132374],"domain_scores_gemma":[0.99335015,0.001219313,0.0014465736,0.0010163549,0.00028223675,0.0026853613],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070547657,0.00050728925,0.0015811668,0.0010862349,0.0020662665,0.000017435395,0.0003444755,0.00047629088,0.0003592179],"category_scores_gemma":[0.00034187967,0.00037312385,0.00017273605,0.0019204529,0.000213074,0.00025719436,0.00014684933,0.0012099008,0.00019924829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037297816,0.00037798783,0.7440682,0.0024807353,0.000042015312,0.0000084834755,0.0020179115,7.62876e-7,0.000015203494,0.042237192,0.003275528,0.20510301],"study_design_scores_gemma":[0.0038594368,0.000338603,0.9066957,0.0006569656,0.00021056601,0.000005787499,0.0022555795,0.000046738896,8.9293064e-7,0.0018002606,0.08372005,0.000409406],"about_ca_topic_score_codex":0.0065002562,"about_ca_topic_score_gemma":0.009224451,"teacher_disagreement_score":0.2046936,"about_ca_system_score_codex":0.0015496411,"about_ca_system_score_gemma":0.003750839,"threshold_uncertainty_score":0.9998721},"labels":[],"label_agreement":null},{"id":"W2294971371","doi":"10.2196/mhealth.4764","title":"Preferred Tone of Nutrition Text Messages for Young Adults: Focus Group Testing","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Healthway","keywords":"Focus group; Young adult; Facilitator; Psychology; Preference; Health communication; Health promotion; Perception; Medicine; Social psychology; Developmental psychology; Public health; Communication","score_opus":0.08508807543382042,"score_gpt":0.44748622594515575,"score_spread":0.36239815051133534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294971371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8884281,0.011620145,0.013460173,0.034126326,0.0018846494,0.041897394,0.0020401536,0.00089346507,0.00564959],"genre_scores_gemma":[0.9502483,0.006323684,0.008112983,0.0016066583,0.0009927346,0.031864148,0.00010832405,0.00008492269,0.00065822166],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99471927,0.00046960436,0.0019766656,0.0007863681,0.00034973913,0.0016983321],"domain_scores_gemma":[0.9934299,0.0027798992,0.0012803792,0.0006080566,0.0005961364,0.0013056591],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018828155,0.00034373646,0.0007981507,0.00029167483,0.001541276,0.000007224114,0.00023542634,0.00043743514,0.00009324285],"category_scores_gemma":[0.00069117354,0.0002569379,0.0000847899,0.0005153848,0.00016216835,0.00023275155,0.000082596445,0.00047362174,0.000039476254],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029275825,0.0013009448,0.04839756,0.050016336,0.00002621948,0.0000012928135,0.0028835188,2.1875654e-7,0.001017798,0.037094172,0.037979726,0.8183546],"study_design_scores_gemma":[0.04544042,0.0071328296,0.5180067,0.014525922,0.000295337,0.000045173125,0.008402016,0.0005670605,0.00022807534,0.029023683,0.3747665,0.0015662741],"about_ca_topic_score_codex":0.0014865056,"about_ca_topic_score_gemma":0.0012764095,"teacher_disagreement_score":0.8167884,"about_ca_system_score_codex":0.00034638474,"about_ca_system_score_gemma":0.0012601673,"threshold_uncertainty_score":0.99998826},"labels":[],"label_agreement":null},{"id":"W2296160082","doi":"10.2196/mhealth.4569","title":"Hypertension Health Promotion via Text Messaging at a Community Health Center in South Africa: A Mixed Methods Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; University of Cape Town","keywords":"mHealth; Medicine; Short Message Service; Psychological intervention; Health promotion; Mobile phone; eHealth; Developing country; Intervention (counseling); Family medicine; Focus group; Behavior change; Popularity; Health care; Nursing; Public health; Psychology","score_opus":0.17551571440602662,"score_gpt":0.5006342085799002,"score_spread":0.3251184941738735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296160082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9225092,0.0034067107,0.0054437486,0.044727176,0.0013191126,0.020749243,0.00025559848,0.00063625805,0.0009529735],"genre_scores_gemma":[0.9727875,0.0022848772,0.0033110848,0.009522313,0.00029318957,0.010756424,0.000116420306,0.0001570842,0.0007710887],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.96993804,0.019498765,0.004030671,0.0015423147,0.000777554,0.004212641],"domain_scores_gemma":[0.9894042,0.0021777023,0.0024137774,0.0018316669,0.0003233434,0.0038493334],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019329375,0.0008134749,0.002126519,0.0009636578,0.0067655887,0.00002332813,0.00054082036,0.00048800677,0.00015103271],"category_scores_gemma":[0.0004273132,0.0006108991,0.0001362034,0.0014085358,0.00023210114,0.00032824403,0.0006825474,0.002765428,0.00023820114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009998335,0.0063908515,0.29341406,0.01107789,0.0000385855,0.000009439224,0.061694674,0.0000014339788,0.00007546076,0.0015244412,0.020488428,0.6042849],"study_design_scores_gemma":[0.0140723055,0.0045337672,0.8788618,0.0020941133,0.00003921537,0.000045758487,0.023156945,0.00022872852,0.000004171986,0.0012686194,0.074925,0.0007695946],"about_ca_topic_score_codex":0.0061549423,"about_ca_topic_score_gemma":0.019381959,"teacher_disagreement_score":0.6035153,"about_ca_system_score_codex":0.0041613854,"about_ca_system_score_gemma":0.004527432,"threshold_uncertainty_score":0.99966145},"labels":[],"label_agreement":null},{"id":"W2298228937","doi":"10.2196/mhealth.5219","title":"“Smart” RCTs: Development of a Smartphone App for Fully Automated Nutrition-Labeling Intervention Trials","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Medical Research Council","keywords":"Smartphone app; Smartphone application; Intervention (counseling); mHealth; Mobile apps; Randomized controlled trial; Medicine; Computer science; Psychological intervention; Multimedia; Internet privacy; World Wide Web; Surgery; Nursing","score_opus":0.10348943215840485,"score_gpt":0.42411423932636566,"score_spread":0.3206248071679608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298228937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97096163,0.0135121895,0.007745168,0.0041925707,0.00036982977,0.002803774,0.00007708675,0.0002907962,0.00004696808],"genre_scores_gemma":[0.9772778,0.0008898784,0.020810088,0.0003032433,0.00014052796,0.0003917821,0.00006125143,0.000024865512,0.00010057144],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976672,0.00010613668,0.0013109894,0.00030709367,0.00019736774,0.00041123058],"domain_scores_gemma":[0.99847806,0.00030140067,0.000470149,0.00017370791,0.00022581844,0.00035088504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022649113,0.00016687461,0.00073203375,0.00019541396,0.00017685354,0.000011545396,0.000050839782,0.000112255795,0.000051678897],"category_scores_gemma":[0.00031513974,0.000114100396,0.00011440617,0.0001583075,0.000043845757,0.000068052555,0.000027786662,0.00008835798,0.000007105472],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004122685,0.0016493772,0.0062301583,0.024048831,0.00038027207,0.0000032581227,0.0014368043,1.762018e-7,0.011865468,0.0005048201,0.0025053048,0.94725287],"study_design_scores_gemma":[0.2426447,0.018733444,0.44409814,0.05631178,0.005537643,0.00036661487,0.0028364128,0.006426849,0.032791607,0.0024645422,0.18488574,0.0029025364],"about_ca_topic_score_codex":0.00004577278,"about_ca_topic_score_gemma":0.000068042944,"teacher_disagreement_score":0.9443503,"about_ca_system_score_codex":0.00013211083,"about_ca_system_score_gemma":0.0005087824,"threshold_uncertainty_score":0.46528792},"labels":[],"label_agreement":null},{"id":"W2298469717","doi":"10.2196/mhealth.4398","title":"Automated Behavioral Text Messaging and Face-to-Face Intervention for Parents of Overweight or Obese Preschool Children: Results From a Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; mHealth; Intervention (counseling); Short Message Service; Psychological intervention; Population; Cognition; Medicine; Psychology; Behavior change methods; Clinical psychology; Behavior change; Developmental psychology; Gerontology; Obesity; Nursing; Psychiatry; Social psychology; Environmental health","score_opus":0.10310320659447093,"score_gpt":0.48049277781258776,"score_spread":0.37738957121811684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298469717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726056,0.0006301074,0.0008294955,0.003179122,0.00036706412,0.018611774,0.003313487,0.00038420895,0.00007917183],"genre_scores_gemma":[0.9855277,0.00095797976,0.000858045,0.0011067075,0.00023936114,0.010342983,0.0002547286,0.00007167823,0.00064084015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937147,0.00087947346,0.0024397124,0.0011253884,0.0004173056,0.001423407],"domain_scores_gemma":[0.99463737,0.0011502765,0.0012589039,0.0007915393,0.0002705366,0.0018913929],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001995843,0.00042017273,0.0009058189,0.00032615833,0.001252655,0.000018971117,0.0002896622,0.0002229572,0.00007096888],"category_scores_gemma":[0.0003154874,0.0002930218,0.00005823896,0.0004177732,0.00009144708,0.00023598876,0.00022836043,0.0004997592,0.000042861993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031697847,0.009386376,0.6539183,0.008929322,0.00013748964,0.0000046258865,0.018765833,0.0000047847434,0.00026142495,0.00095917244,0.043448303,0.23248647],"study_design_scores_gemma":[0.020350048,0.009075265,0.9579601,0.0015575226,0.00014626475,0.0000029822709,0.00403727,0.00027889846,0.000013810766,0.00020357493,0.00601792,0.0003563272],"about_ca_topic_score_codex":0.006860613,"about_ca_topic_score_gemma":0.0032565694,"teacher_disagreement_score":0.30404177,"about_ca_system_score_codex":0.0003291622,"about_ca_system_score_gemma":0.0011155169,"threshold_uncertainty_score":0.9999522},"labels":[],"label_agreement":null},{"id":"W2299215064","doi":"10.2196/mhealth.5027","title":"Smartloss: A Personalized Mobile Health Intervention for Weight Management and Health Promotion","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Louisiana Clinical and Translational Science Center; University of California, Los Angeles; National Institutes of Health; Louisiana State University; U.S. Department of Agriculture","keywords":"mHealth; Weight management; Dashboard; Mobile phone; Computer science; Behavior change; Weight loss; Bluetooth; Multimedia; Medicine; Psychological intervention; Data science; Nursing; Wireless; Obesity; Telecommunications","score_opus":0.09655992409835487,"score_gpt":0.47873030196477245,"score_spread":0.3821703778664176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299215064","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26521018,0.06804622,0.09311341,0.39372444,0.0048171286,0.16745879,0.0021319068,0.002332412,0.0031655224],"genre_scores_gemma":[0.6573278,0.10700483,0.012457626,0.030389057,0.0017015367,0.17952521,0.00052925147,0.00026114614,0.0108035505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923129,0.0010623186,0.0023642504,0.0013002191,0.0004454725,0.002514803],"domain_scores_gemma":[0.9943509,0.00048321113,0.0015736653,0.00065568887,0.00024067027,0.0026958557],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0051743453,0.00050494965,0.0010752134,0.00045709292,0.0034181545,0.000025099045,0.0002193127,0.0003087754,0.00018775312],"category_scores_gemma":[0.00005337083,0.00038252326,0.0001380081,0.00042362203,0.00023389768,0.000276027,0.00015639748,0.00054838834,0.000078557336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005050321,0.0005938898,0.0111208055,0.026731607,0.000032533164,0.0000010163371,0.0018022915,1.0970859e-7,0.000004211424,0.09890593,0.050167803,0.81013477],"study_design_scores_gemma":[0.014930526,0.0055929804,0.06647223,0.0029258505,0.00005877367,0.000028506765,0.0024216343,0.00012995365,0.0000020512662,0.00876402,0.89815086,0.0005226383],"about_ca_topic_score_codex":0.00062908296,"about_ca_topic_score_gemma":0.00053114945,"teacher_disagreement_score":0.84798306,"about_ca_system_score_codex":0.0013646752,"about_ca_system_score_gemma":0.0018727476,"threshold_uncertainty_score":0.9998627},"labels":[],"label_agreement":null},{"id":"W2301647761","doi":"10.2196/mhealth.4470","title":"Ecological Momentary Assessment of Illicit Drug Use Compared to Biological and Self-Reported Methods","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Ecology; Illicit drug; Environmental health; Drug; Environmental science; Psychology; Medicine; Biology; Psychiatry","score_opus":0.18083209574162507,"score_gpt":0.5322112102028554,"score_spread":0.3513791144612304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301647761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98791033,0.00021739765,0.0007965154,0.0077178627,0.00059991784,0.0012673627,0.00018047243,0.00009912954,0.0012109895],"genre_scores_gemma":[0.97812855,0.00015013193,0.018596018,0.002244749,0.000054801538,0.00026795393,0.000022189086,0.000017862152,0.0005177418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965658,0.00078870263,0.0011170072,0.0006311933,0.0001792219,0.00071807817],"domain_scores_gemma":[0.9972672,0.0008465118,0.00040021335,0.0003520027,0.000074995514,0.0010590961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014058995,0.00023366766,0.00058397814,0.00019399337,0.0001655972,0.000022599725,0.00013750064,0.00014963809,0.00039513258],"category_scores_gemma":[0.00007089567,0.0001530749,0.00007065392,0.00023030164,0.00016760308,0.0001374584,0.00016314338,0.00019618927,0.000026720996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011420496,0.010020951,0.62649304,0.0013877488,0.00038402047,0.00006899879,0.0027097703,6.89369e-7,0.00048555835,0.036482614,0.016831057,0.30399352],"study_design_scores_gemma":[0.0013208728,0.0020178265,0.9841701,0.00010342283,0.000035953777,0.000055023305,0.00025714352,0.00001771606,0.000026599879,0.0012000744,0.010622385,0.00017289973],"about_ca_topic_score_codex":0.00036323263,"about_ca_topic_score_gemma":0.00007432551,"teacher_disagreement_score":0.35767707,"about_ca_system_score_codex":0.00024252922,"about_ca_system_score_gemma":0.00012817072,"threshold_uncertainty_score":0.6242213},"labels":[],"label_agreement":null},{"id":"W2302332383","doi":"10.2196/mhealth.5041","title":"Design of a Tablet Computer App for Facilitation of a Molecular Blood Culture Test in Clinical Microbiology and Preliminary Usability Evaluation","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Aalborg Universitetshospital; Aalborg Universitet; Højteknologifonden","keywords":"Usability; Facilitation; Test (biology); Clinical microbiology; Medicine; Computer science; Human–computer interaction; Medical physics; Psychology; Microbiology; Biology","score_opus":0.06504904424353701,"score_gpt":0.3876491630306198,"score_spread":0.3226001187870828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2302332383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854051,0.0004203313,0.012710242,0.00028308708,0.000048492722,0.0010431918,0.00008266983,0.0000040040936,0.00000288051],"genre_scores_gemma":[0.992035,0.00016193916,0.007493117,0.00010018482,0.000035871726,0.0000659422,0.000090870344,0.0000051182265,0.0000120110835],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99850565,0.00037999338,0.00058694126,0.00033512214,0.000042050473,0.0001502369],"domain_scores_gemma":[0.9990795,0.00022530019,0.00023283437,0.0001762446,0.00021118966,0.00007489812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019508591,0.0000831908,0.00021409706,0.000034255787,0.000031247284,0.000003763916,0.000050157825,0.00016309567,0.0000026699443],"category_scores_gemma":[0.0007799273,0.00006435152,0.000029124516,0.00005109324,0.00015280055,0.0000058030073,0.00003027047,0.00004391139,1.7640454e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048063535,0.00032738585,0.037670124,0.0007079873,0.000009151356,5.7457367e-8,0.00025779154,0.0000067479095,0.93415296,0.00003219422,0.00012450635,0.026230471],"study_design_scores_gemma":[0.013785504,0.017616898,0.87793165,0.00035687527,0.00021423107,0.000037010315,0.00031057541,0.0046694926,0.08232621,0.0015263612,0.00072501757,0.000500176],"about_ca_topic_score_codex":0.000015783493,"about_ca_topic_score_gemma":0.000016505011,"teacher_disagreement_score":0.8518267,"about_ca_system_score_codex":0.000011615386,"about_ca_system_score_gemma":0.00018834273,"threshold_uncertainty_score":0.2624179},"labels":[],"label_agreement":null},{"id":"W2304011350","doi":"10.2196/mhealth.5009","title":"Developing mHealth Remote Monitoring Technology for Attention Deficit Hyperactivity Disorder: A Qualitative Study Eliciting User Priorities and Needs","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"mHealth; Attention deficit hyperactivity disorder; Audit; Focus group; Timeline; Telemedicine; Medicine; Health care; Clinical psychology; Psychology; Psychiatry; Psychological intervention","score_opus":0.10860429846143664,"score_gpt":0.45381153221556697,"score_spread":0.3452072337541303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304011350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96807027,0.0013580655,0.010784431,0.015951637,0.00020513305,0.0033364147,0.000026558375,0.00023545565,0.000032014967],"genre_scores_gemma":[0.99232286,0.001474181,0.0051506977,0.00018602883,0.00019679537,0.0003040825,0.00000862222,0.00006885632,0.00028785365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970582,0.00030808375,0.00074738736,0.0006749892,0.00034689895,0.00086440134],"domain_scores_gemma":[0.9977546,0.0008019176,0.00044993925,0.00032367872,0.00031554277,0.0003543498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012995342,0.00035782266,0.0007837263,0.0006799515,0.00080430455,0.000042155523,0.00007640131,0.00022823256,0.000004262804],"category_scores_gemma":[0.00049730786,0.00028645442,0.000067840076,0.0005647521,0.00015644712,0.00038826026,0.000096495765,0.0003974321,0.0000055776245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053282845,0.00034739115,0.76316416,0.002175777,0.000065672786,0.000004614603,0.0058425567,2.181488e-7,0.00057269866,0.0019802742,0.000006864662,0.22530693],"study_design_scores_gemma":[0.0080986405,0.002154945,0.73693174,0.0009875466,0.00024190002,0.0001366334,0.24899867,0.000079890655,0.000018398989,0.00087349844,0.0009862902,0.00049183663],"about_ca_topic_score_codex":0.00035107753,"about_ca_topic_score_gemma":0.00012110154,"teacher_disagreement_score":0.2431561,"about_ca_system_score_codex":0.00037289874,"about_ca_system_score_gemma":0.0005383399,"threshold_uncertainty_score":0.99995875},"labels":[],"label_agreement":null},{"id":"W2304558724","doi":"10.2196/mhealth.4730","title":"Uptake of a Consumer-Focused mHealth Application for the Assessment and Prevention of Heart Disease: The <30 Days Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Heart and Stroke Foundation; University of Toronto; University Health Network","funders":"","keywords":"mHealth; Incentive; Disease; Mobile apps; Medicine; Upload; Gerontology; Behavior change; Internet privacy; Psychology; Computer science; Psychological intervention; Nursing; Internal medicine; World Wide Web; Pathology","score_opus":0.09552435930115732,"score_gpt":0.49092876296709126,"score_spread":0.39540440366593393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2304558724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8321149,0.010429414,0.020172015,0.07902826,0.0006184421,0.056476403,0.0007855197,0.000153324,0.0002217172],"genre_scores_gemma":[0.960482,0.007201224,0.0009613608,0.0023310864,0.00026924248,0.028507184,0.000031547755,0.000047179215,0.00016914523],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9945942,0.0010598522,0.002128576,0.0006796797,0.00050705153,0.0010306219],"domain_scores_gemma":[0.992579,0.0033042666,0.0015949646,0.0011252771,0.00044294685,0.00095357356],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005304288,0.00030368386,0.00072902255,0.00014917806,0.0022490444,0.000008527442,0.00031684552,0.00017990914,0.000049003746],"category_scores_gemma":[0.00020723398,0.00016251802,0.00008768325,0.0003855825,0.00035840546,0.00010938349,0.000123058,0.00047206302,0.000009693497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014917766,0.0013290894,0.29644805,0.013427224,0.0000688242,2.220454e-7,0.0027874536,0.0000019295296,0.00012730363,0.06227727,0.019360201,0.6026807],"study_design_scores_gemma":[0.004094011,0.0010067222,0.87381035,0.00028297666,0.000208935,0.0000013298666,0.0017782951,0.0002728723,0.0000018366061,0.004302329,0.1141003,0.00014005826],"about_ca_topic_score_codex":0.0005547883,"about_ca_topic_score_gemma":0.0005101113,"teacher_disagreement_score":0.6025406,"about_ca_system_score_codex":0.0002304555,"about_ca_system_score_gemma":0.004223134,"threshold_uncertainty_score":0.9990499},"labels":[],"label_agreement":null},{"id":"W2313755796","doi":"10.2196/mhealth.4546","title":"Development of a Weight Loss Mobile App Linked With an Accelerometer for Use in the Clinic: Usability, Acceptability, and Early Testing of its Impact on the Patient-Doctor Relationship","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy","keywords":"Usability; mHealth; Mobile apps; Accelerometer; Medicine; Computer science; Psychology; Applied psychology; Human–computer interaction; Psychological intervention; World Wide Web; Nursing","score_opus":0.21400992993804557,"score_gpt":0.4818920383755682,"score_spread":0.26788210843752264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313755796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843697,0.00018936538,0.00011520592,0.0021617608,0.00007343638,0.012766836,0.00019573519,0.000037275724,0.00009066408],"genre_scores_gemma":[0.9806269,0.00021115816,0.0050736726,0.0012547883,0.00009135311,0.012659043,0.000016365178,0.00003551006,0.000031228283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994568,0.0012920774,0.0021286523,0.000619277,0.00040130448,0.0009906827],"domain_scores_gemma":[0.9834634,0.013452328,0.0012225489,0.00081818324,0.00041734,0.00062619295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004943536,0.0003014318,0.0006363262,0.00020822731,0.0011375247,0.000014663418,0.00030604642,0.0002606571,0.00008618937],"category_scores_gemma":[0.0009682461,0.00013662787,0.000055392637,0.0006152211,0.00026741734,0.0003376931,0.0000909548,0.00066257484,0.0000073986616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011981932,0.00047088196,0.9219227,0.00280484,0.00000808824,1.8258184e-7,0.007018898,6.3236473e-7,0.000017319024,0.0016696935,0.0001765542,0.06471201],"study_design_scores_gemma":[0.0019000216,0.0024654404,0.9887908,0.0004054829,0.00002087761,0.0000020456546,0.0009592834,0.000032467517,0.000010028816,0.00060566014,0.0046683354,0.00013954261],"about_ca_topic_score_codex":0.00043756643,"about_ca_topic_score_gemma":0.0009811759,"teacher_disagreement_score":0.066868104,"about_ca_system_score_codex":0.00024074843,"about_ca_system_score_gemma":0.0023735878,"threshold_uncertainty_score":0.8749036},"labels":[],"label_agreement":null},{"id":"W2321687257","doi":"10.2196/mhealth.5114","title":"Diet and Physical Activity Apps: Perceived Effectiveness by App Users","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Physical activity; mHealth; Smartphone app; Norwegian; Healthy eating; Psychology; Mobile apps; Medicine; Gerontology; Psychological intervention; Internet privacy; World Wide Web; Physical therapy; Computer science; Nursing","score_opus":0.0529191691826831,"score_gpt":0.4495563709794353,"score_spread":0.3966372017967522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321687257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98037225,0.00090234744,0.0006638015,0.010372499,0.00034511136,0.0057050046,0.00030021672,0.00033538614,0.0010033702],"genre_scores_gemma":[0.979922,0.0075984215,0.00011072063,0.002867876,0.0005265229,0.008264648,0.000031228163,0.00007237654,0.000606215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946004,0.0014562146,0.0006529681,0.0010614492,0.00036508017,0.0018638932],"domain_scores_gemma":[0.9939219,0.0024070144,0.0004880017,0.0006073744,0.00015227294,0.0024234534],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015435726,0.00044282878,0.0008654574,0.00015902179,0.0022144234,0.000014874336,0.00019004708,0.0004023542,0.00006527712],"category_scores_gemma":[0.00016643229,0.0003129074,0.00006705062,0.00032512448,0.00032935257,0.00027736707,0.00014602035,0.0009238604,0.00016572689],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058269533,0.0014085214,0.15058175,0.024351815,0.000049850438,0.0000047015214,0.004782323,3.068483e-7,0.004119738,0.013552652,0.051139843,0.7441816],"study_design_scores_gemma":[0.005319102,0.0011303835,0.85367125,0.0006995325,0.00006010383,0.000006807051,0.0005764373,0.00012077967,0.000028632068,0.0014297778,0.13648781,0.00046939455],"about_ca_topic_score_codex":0.00084813987,"about_ca_topic_score_gemma":0.00012957526,"teacher_disagreement_score":0.7437121,"about_ca_system_score_codex":0.00046878535,"about_ca_system_score_gemma":0.0012070285,"threshold_uncertainty_score":0.9999323},"labels":[],"label_agreement":null},{"id":"W2333723156","doi":"10.2196/mhealth.4455","title":"User Perceptions of ¡Protéjase!: An Intervention Designed to Increase Protective Equipment Use Among Mexican Immigrant and Mexican American Farmworkers","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pesticide Exposure and Toxicity","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Immigration; Mexican americans; Intervention (counseling); Medicine; Gerontology; Focus group; Environmental health; Psychology; Ethnic group; Nursing; Business; Political science; Marketing","score_opus":0.032743711630194176,"score_gpt":0.3192558101370772,"score_spread":0.28651209850688303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333723156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965187,0.00003856817,0.00033504833,0.0017959453,0.000025549116,0.0011032214,0.00011946408,0.000048784543,0.000014735161],"genre_scores_gemma":[0.9987471,0.00008678107,0.00039350078,0.00042985938,0.00006941052,0.00020125281,0.000015392185,0.0000025524282,0.000054148615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981494,0.000371975,0.00040091312,0.00044069494,0.00019626823,0.00044073726],"domain_scores_gemma":[0.99869627,0.00016980675,0.00024312137,0.0000968397,0.00008211488,0.0007118447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053427514,0.00018297174,0.0003262481,0.000046223493,0.0002817858,0.000036521946,0.00011224204,0.000064986976,0.000055116503],"category_scores_gemma":[0.000081191414,0.00007157326,0.000057390094,0.00029559724,0.00026377488,0.00024872003,0.000064356405,0.000106481944,0.0000024954202],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000999357,0.0005205606,0.36891988,0.00010846885,0.00002285852,0.0000036630001,0.0012136332,6.571165e-7,0.058748778,0.00029066793,0.00010928359,0.56906223],"study_design_scores_gemma":[0.0003295763,0.0034085456,0.99398386,0.00010975532,0.000022971177,0.000004185547,0.001195675,0.000011777335,0.00038308575,0.00016076933,0.00022921618,0.00016060488],"about_ca_topic_score_codex":0.03562343,"about_ca_topic_score_gemma":0.018132934,"teacher_disagreement_score":0.62506396,"about_ca_system_score_codex":0.000075815035,"about_ca_system_score_gemma":0.000034645323,"threshold_uncertainty_score":0.9997836},"labels":[],"label_agreement":null},{"id":"W2333999580","doi":"10.2196/mhealth.4149","title":"Characterization of Apps and Other e-Tools for Medication Use: Insights Into Possible Benefits and Risks","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Internet privacy; Computer science; Psychology; Medicine; World Wide Web","score_opus":0.147551868900936,"score_gpt":0.45659118948854044,"score_spread":0.3090393205876044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333999580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98004264,0.002346961,0.0025776096,0.008422051,0.00024476214,0.005895851,0.00028393025,0.00008724323,0.00009895696],"genre_scores_gemma":[0.9544067,0.032178856,0.0011316988,0.0056017535,0.0003714351,0.0059496406,0.00012091563,0.000052718864,0.00018630152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969261,0.00031569286,0.0011995055,0.0005857012,0.00022384504,0.00074914464],"domain_scores_gemma":[0.9959244,0.0014262043,0.0009149247,0.00037776912,0.00025825284,0.0010984247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009141021,0.00023857459,0.00051721424,0.0002509457,0.0011860384,0.000017979968,0.000098610646,0.00037849857,0.000030790598],"category_scores_gemma":[0.00030352775,0.0001724157,0.000026169597,0.00022374734,0.00018851971,0.00042628573,0.000067363435,0.00026870146,0.000009698686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057029235,0.0001360208,0.11604076,0.009667441,0.000014402307,1.4019567e-7,0.004080299,1.3457877e-7,0.0028737225,0.06854642,0.0008843395,0.797186],"study_design_scores_gemma":[0.003590058,0.00048039632,0.7975981,0.00095257774,0.00005190398,0.0000030182125,0.00036444515,0.00015842757,0.00009417552,0.0026184716,0.19384867,0.0002397367],"about_ca_topic_score_codex":0.0006477679,"about_ca_topic_score_gemma":0.00038072883,"teacher_disagreement_score":0.7969463,"about_ca_system_score_codex":0.00012038256,"about_ca_system_score_gemma":0.00089871685,"threshold_uncertainty_score":0.91221684},"labels":[],"label_agreement":null},{"id":"W2336898845","doi":"10.2196/mhealth.5287","title":"Creating Effective Mobile Phone Apps to Optimize Antiretroviral Therapy Adherence: Perspectives From Stimulant-Using HIV-Positive Men Who Have Sex With Men","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institutes of Health","keywords":"Stimulant; mHealth; Psychological intervention; Thematic analysis; Mobile phone; Men who have sex with men; Focus group; Medicine; Internet privacy; App store; Psychology; Human immunodeficiency virus (HIV); Qualitative research; Family medicine; World Wide Web; Computer science; Psychiatry","score_opus":0.0291163263038655,"score_gpt":0.3891220190828825,"score_spread":0.360005692779017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336898845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97681415,0.0023175057,0.005614546,0.00082874415,0.000013481316,0.0035367634,0.00039929335,0.000084548774,0.010390983],"genre_scores_gemma":[0.98573864,0.0014938848,0.002275804,0.00023911709,0.00037888464,0.00050807965,0.00004767698,0.00005433792,0.009263551],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971605,0.0003704989,0.00040055357,0.000728679,0.00047146314,0.00086831977],"domain_scores_gemma":[0.99775773,0.00040646398,0.0001774224,0.00033103867,0.0002583382,0.0010689913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004573572,0.00031906477,0.00070720725,0.00024741827,0.0004720045,0.000056662804,0.0001153723,0.00011614264,0.00030411265],"category_scores_gemma":[0.000094143856,0.0001969688,0.00008853543,0.00025921097,0.00021495039,0.00022438489,0.0000645358,0.00036324456,0.000038910628],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022849625,0.002245561,0.12124182,0.0011369797,0.00089740334,0.00019656797,0.09133729,0.000042728167,0.02051945,0.00018610236,0.04243295,0.69691354],"study_design_scores_gemma":[0.06310044,0.2544457,0.43210006,0.013130183,0.0005628622,0.00030535867,0.16078551,0.05781216,0.013442234,0.00026390454,0.0017864464,0.0022651467],"about_ca_topic_score_codex":0.004671701,"about_ca_topic_score_gemma":0.00006532457,"teacher_disagreement_score":0.6946484,"about_ca_system_score_codex":0.00049703696,"about_ca_system_score_gemma":0.0004964236,"threshold_uncertainty_score":0.80321544},"labels":[],"label_agreement":null},{"id":"W2337016221","doi":"10.2196/mhealth.4302","title":"Young People’s Views and Experiences of a Mobile Phone Texting Intervention to Promote Safer Sex Behavior","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Technology Assessment Programme; Menzies Centre for Australian Studies, King's College London, University of London; National Institute for Health and Care Research","keywords":"Short Message Service; Psychological intervention; Thematic analysis; Reproductive health; Intervention (counseling); Mobile phone; mHealth; Phone; Medicine; Health promotion; Psychology; Qualitative research; Nursing; Population; Public health; Environmental health","score_opus":0.07103036919830386,"score_gpt":0.4697164842629845,"score_spread":0.39868611506468066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337016221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857817,0.0015295697,0.0007590117,0.0019990664,0.00052715384,0.008632809,0.00007095641,0.00012194476,0.0005777602],"genre_scores_gemma":[0.9550533,0.002071933,0.001155474,0.0012367676,0.00027995103,0.03904533,0.000016134378,0.000044745375,0.0010963102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950842,0.00055790995,0.0019255393,0.00077127543,0.0003510795,0.0013099693],"domain_scores_gemma":[0.99633723,0.00035731652,0.00088621886,0.0005225885,0.00021602614,0.0016805998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022760152,0.0003117906,0.00078833906,0.0002958055,0.0011981216,0.00001112925,0.00019281592,0.0002721498,0.00039813912],"category_scores_gemma":[0.00015061967,0.0002257334,0.00006740528,0.0004832389,0.0001288582,0.00019897312,0.0001791339,0.00043646272,0.00008928667],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003598778,0.0004946247,0.124689855,0.00797891,0.000008418259,0.0000013079548,0.11656983,1.2539121e-7,0.000641505,0.001098993,0.0038212447,0.7443353],"study_design_scores_gemma":[0.0073303357,0.0031106877,0.76659954,0.003161116,0.00013381495,0.000057129964,0.10933095,0.00008240666,0.0002163211,0.00035085922,0.10873876,0.00088806805],"about_ca_topic_score_codex":0.0013426001,"about_ca_topic_score_gemma":0.0022520805,"teacher_disagreement_score":0.74344724,"about_ca_system_score_codex":0.0002372174,"about_ca_system_score_gemma":0.00076189975,"threshold_uncertainty_score":0.9215104},"labels":[],"label_agreement":null},{"id":"W2339280460","doi":"10.2196/mhealth.4928","title":"Assessing the Use of Mobile Health Technology by Patients: An Observational Study in Primary Care Clinics","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; mHealth; Mobile technology; Medicine; Primary health care; Health technology; Primary care; Health care; Telemedicine; Mobile phone; Family medicine; Environmental health; Nursing; Psychological intervention; Mobile computing; Computer science; Telecommunications; Population; Pathology","score_opus":0.2919245686950061,"score_gpt":0.5429315634909683,"score_spread":0.25100699479596217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339280460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97621256,0.0020195292,0.00018032875,0.0060284347,0.00037297446,0.014596372,0.00038192252,0.00013786575,0.000070039176],"genre_scores_gemma":[0.96638674,0.0036513882,0.0010634562,0.01124177,0.0001543171,0.017010963,0.0003351549,0.000062905194,0.00009333654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99217564,0.0019664555,0.002955771,0.0008517841,0.00054008205,0.0015102518],"domain_scores_gemma":[0.9939581,0.0017377833,0.0017510602,0.0010371659,0.00059442234,0.0009214487],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025782876,0.00033767,0.00091239397,0.0004008402,0.0017092958,0.000019781808,0.00038475578,0.0003977849,0.000034671146],"category_scores_gemma":[0.00025943122,0.00021789459,0.000046581197,0.00100535,0.00025820758,0.0006590413,0.00017381535,0.0010670153,0.000015774403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091056856,0.0008739884,0.7308253,0.001828834,0.000003880564,2.6677253e-7,0.0022063865,0.0000016241988,0.0000035355365,0.00078765367,0.0026502658,0.2607272],"study_design_scores_gemma":[0.0035167937,0.0022018896,0.8867461,0.00040581712,0.000014314149,7.205941e-7,0.0085496195,0.000026296888,4.529582e-7,0.00018998483,0.09816723,0.00018079193],"about_ca_topic_score_codex":0.0013284796,"about_ca_topic_score_gemma":0.0013387456,"teacher_disagreement_score":0.26054642,"about_ca_system_score_codex":0.0011426077,"about_ca_system_score_gemma":0.006121301,"threshold_uncertainty_score":0.99959034},"labels":[],"label_agreement":null},{"id":"W2339844971","doi":"10.2196/mhealth.5288","title":"Development of a Wearable Cardiac Monitoring System for Behavioral Neurocardiac Training: A Usability Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Usability; Wearable computer; Computer science; Bluetooth; Biofeedback; Human–computer interaction; Wearable technology; Embedded system; Medicine; Physical therapy; Wireless; Telecommunications","score_opus":0.12326382535658979,"score_gpt":0.39617487422349457,"score_spread":0.27291104886690476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339844971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546856,0.00020428449,0.0001812008,0.00058952044,0.00043457668,0.00296098,0.000035168785,0.00007332524,0.000052357263],"genre_scores_gemma":[0.9972836,0.000022540316,0.0018425266,0.000026100573,0.00022527188,0.0005201418,0.0000018822908,0.000019819796,0.00005815063],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978576,0.00016120818,0.00080340717,0.0004442203,0.00020738905,0.0005261845],"domain_scores_gemma":[0.9986617,0.00023316566,0.00016258984,0.00032607192,0.0001112444,0.00050520437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019984907,0.00017348275,0.0008118397,0.000083627565,0.00022058767,0.000009758193,0.00005357625,0.000090433336,0.000003508611],"category_scores_gemma":[0.00006123642,0.00012275188,0.00010508601,0.0001106128,0.00005495605,0.00006757731,0.000028543747,0.00012697598,0.0000029419125],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082771416,0.0014179741,0.37192923,0.00546695,0.00009810219,0.0000036592126,0.020806322,4.8476375e-7,0.012258443,0.00012842908,0.000027145874,0.58703554],"study_design_scores_gemma":[0.0052887946,0.0020935312,0.97196347,0.00052096637,0.00023855336,0.0000070329115,0.010574502,0.00003894357,0.0011256707,0.000011781017,0.007932455,0.00020432756],"about_ca_topic_score_codex":0.00009064757,"about_ca_topic_score_gemma":0.00000860303,"teacher_disagreement_score":0.6000342,"about_ca_system_score_codex":0.00034233567,"about_ca_system_score_gemma":0.0017477877,"threshold_uncertainty_score":0.5005677},"labels":[],"label_agreement":null},{"id":"W2340234432","doi":"10.2196/mhealth.5120","title":"Older Adults’ Experiences Using a Commercially Available Monitor to Self-Track Their Physical Activity","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Physical activity; Autonomy; Older people; Psychology; Quality of life (healthcare); Gerontology; Tracking (education); Computer science; Applied psychology; Physical medicine and rehabilitation; Medicine","score_opus":0.08532979737951128,"score_gpt":0.4016969794682448,"score_spread":0.3163671820887335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340234432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98906267,0.00010473981,0.00015702272,0.008730115,0.00018969766,0.0012203751,0.000029035156,0.00016843376,0.00033792882],"genre_scores_gemma":[0.9957584,0.0001701049,0.0006041917,0.0020456398,0.0010930119,0.00015953458,0.000001950324,0.000033307897,0.00013382573],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976631,0.00015414706,0.00027183848,0.00062052836,0.0003527788,0.00093764643],"domain_scores_gemma":[0.9976131,0.0002576757,0.00016540183,0.00037315593,0.00010173142,0.0014889574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027265208,0.0002901613,0.0007536583,0.000107830565,0.00045821653,0.000024883533,0.00011250392,0.00012896665,0.000056513472],"category_scores_gemma":[0.00003831017,0.00018245878,0.0000906735,0.00030082752,0.00012267442,0.00030425005,0.0000733938,0.00034283672,0.00009833172],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009579056,0.022051793,0.018478446,0.009610724,0.00011952219,0.00004976708,0.13681419,5.3358104e-7,0.011802554,0.0009948522,0.011529125,0.7789694],"study_design_scores_gemma":[0.022095887,0.020139191,0.87930346,0.0062124133,0.0004070108,0.0003281693,0.01638852,0.0053858617,0.024239466,0.00071227615,0.022160837,0.0026269173],"about_ca_topic_score_codex":0.00059258344,"about_ca_topic_score_gemma":0.000040953786,"teacher_disagreement_score":0.860825,"about_ca_system_score_codex":0.0003012669,"about_ca_system_score_gemma":0.00083399675,"threshold_uncertainty_score":0.7440453},"labels":[],"label_agreement":null},{"id":"W2341716419","doi":"10.2196/mhealth.5202","title":"Parent Use and Efficacy of a Self-Administered, Tablet-Based Parent Training Intervention: A Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Parent training; Intervention (counseling); Psychology; Clinical psychology; Self-efficacy; Medicine; Physical therapy; Psychotherapist; Psychiatry","score_opus":0.09177401904198405,"score_gpt":0.3867344414041798,"score_spread":0.2949604223621957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341716419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883848,0.0012547538,0.00037470288,0.0046758684,0.0013893233,0.003482115,0.000038471586,0.00006264507,0.0003373424],"genre_scores_gemma":[0.99706095,0.0006018365,0.00018273533,0.0009616405,0.0003404638,0.00039918502,0.000019584313,0.000016287946,0.00041730134],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969763,0.00067786936,0.0012008558,0.0004335345,0.00024870608,0.0004626915],"domain_scores_gemma":[0.99776465,0.0009803155,0.00058851024,0.00017052979,0.00007420466,0.0004217931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014038378,0.0002431983,0.0012761203,0.00014038009,0.00017858345,0.00003515194,0.000078765275,0.0001186791,0.00019633389],"category_scores_gemma":[0.00013567282,0.00014666245,0.00027534267,0.00010131831,0.0001447727,0.000069033915,0.000024277782,0.00013347177,0.0000072449334],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94076574,0.0018389958,0.0029192625,0.0005394484,0.00020337115,0.0000044201247,0.0034623516,1.08137066e-7,0.0000034272061,0.006237694,0.0010792644,0.042945914],"study_design_scores_gemma":[0.9207169,0.0007603351,0.07369787,0.0006640962,0.0001338761,0.000006414755,0.00024529189,0.000014321645,7.432515e-7,0.00027621526,0.0033117784,0.00017215827],"about_ca_topic_score_codex":0.000069175614,"about_ca_topic_score_gemma":0.000021289505,"teacher_disagreement_score":0.07077861,"about_ca_system_score_codex":0.000054586595,"about_ca_system_score_gemma":0.00028170025,"threshold_uncertainty_score":0.5980722},"labels":[],"label_agreement":null},{"id":"W2342719696","doi":"10.2196/mhealth.4489","title":"Community Engagement to Optimize the Use of Web-Based and Wearable Technology in a Cardiovascular Health and Needs Assessment Study: A Mixed Methods Approach","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Human Genome Research Institute; National Heart, Lung, and Blood Institute; NHLBI Division of Intramural Research; National Institutes of Health","keywords":"Psychological intervention; The Internet; Wearable computer; Wearable technology; Cardiovascular health; mHealth; eHealth; Gerontology; Community health; Medicine; Health equity; Computer science; Disease; Health care; World Wide Web; Public health; Nursing; Political science","score_opus":0.14106292283257604,"score_gpt":0.4201699941888828,"score_spread":0.27910707135630675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342719696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95895314,0.014746746,0.007999703,0.0132001545,0.000097664306,0.0048798244,0.000020280315,0.000066477915,0.00003601239],"genre_scores_gemma":[0.9501842,0.0075591756,0.039698865,0.001987341,0.000033461194,0.0004788323,0.0000049263385,0.000033968325,0.000019183582],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931767,0.004307712,0.00081727124,0.00046353473,0.00044943005,0.00078538136],"domain_scores_gemma":[0.9969112,0.00062051014,0.00021050048,0.0011210957,0.00010799147,0.0010286862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010373362,0.0002998222,0.0014473485,0.0007944464,0.0006011098,0.000023652505,0.00012684276,0.00017287218,0.0000023187736],"category_scores_gemma":[0.00030325152,0.00017536237,0.00014083025,0.0009499113,0.00025314005,0.00007233393,0.00020517768,0.00091835525,3.7777244e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011716869,0.0016893226,0.23548695,0.006642966,0.00043666316,0.0000107454625,0.00822475,0.0001256264,0.000044126493,0.00027932585,0.0005437335,0.7453441],"study_design_scores_gemma":[0.020542687,0.006868812,0.9121284,0.00089778804,0.00049561856,0.000131469,0.02488434,0.0018146571,0.000023925548,0.000081344864,0.03169859,0.0004324093],"about_ca_topic_score_codex":0.0047487766,"about_ca_topic_score_gemma":0.000190984,"teacher_disagreement_score":0.7449117,"about_ca_system_score_codex":0.00031939865,"about_ca_system_score_gemma":0.0016648115,"threshold_uncertainty_score":0.71787614},"labels":[],"label_agreement":null},{"id":"W2343910825","doi":"10.2196/mhealth.4461","title":"Behavior Change Techniques Present in Wearable Activity Trackers: A Critical Analysis","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":338,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Activity tracker; Wearable computer; Physical activity; BitTorrent tracker; Wearable technology; Psychological intervention; Computer science; Human–computer interaction; Applied psychology; Physical medicine and rehabilitation; Psychology; Medicine; Artificial intelligence","score_opus":0.15607880137134975,"score_gpt":0.468568429306882,"score_spread":0.31248962793553225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343910825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96285564,0.00039850335,0.00018502402,0.034499772,0.000042758107,0.0014541617,0.000042573243,0.00011783075,0.0004037411],"genre_scores_gemma":[0.99510926,0.0017444427,0.000364115,0.0012671882,0.00036063523,0.0010293011,0.0000040741375,0.000017941229,0.00010303103],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99786174,0.00018262058,0.00034474157,0.000501028,0.00031657817,0.0007932719],"domain_scores_gemma":[0.9983379,0.00027902517,0.00009698653,0.00032172148,0.000060140013,0.0009042072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000519707,0.00019149092,0.0007627855,0.00039063022,0.00014606086,0.000014344939,0.00006389391,0.00018130848,0.00006971926],"category_scores_gemma":[0.00007085763,0.00013206415,0.00010993696,0.0006653477,0.00016131465,0.0003312052,0.00003957329,0.0004101695,0.000014156159],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016693805,0.0077744476,0.19558345,0.0033395444,0.000064227876,0.0000968366,0.0012262636,2.7100436e-8,0.0018360318,0.0016408833,0.0005129128,0.786256],"study_design_scores_gemma":[0.00105526,0.0014895025,0.9932046,0.0003166025,0.00035354946,0.000019479714,0.00005806159,0.00010122609,0.0006819533,0.00040261066,0.0021390333,0.00017814978],"about_ca_topic_score_codex":0.0020411534,"about_ca_topic_score_gemma":0.00057281787,"teacher_disagreement_score":0.79762113,"about_ca_system_score_codex":0.00029508653,"about_ca_system_score_gemma":0.00032774365,"threshold_uncertainty_score":0.5385419},"labels":[],"label_agreement":null},{"id":"W2345549518","doi":"10.2196/mhealth.4746","title":"Acceptability, Usability, and Views on Deployment of Peek, a Mobile Phone mHealth Intervention for Eye Care in Kenya: Qualitative Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Department for International Development; Queen Elizabeth Diamond Jubilee Trust; International Glaucoma Association","keywords":"Usability; Medicine; Thematic analysis; Nursing; Population; Context (archaeology); Health care; Qualitative research; Mobile phone; Patient satisfaction; Medical education; Computer science; Environmental health","score_opus":0.10738512477497096,"score_gpt":0.46273519410280406,"score_spread":0.3553500693278331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345549518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989965,0.0011775902,0.003363995,0.0018157744,0.00021941152,0.003299891,0.000028388946,0.00006476875,0.00006516119],"genre_scores_gemma":[0.9949417,0.00043759926,0.0033318836,0.00025998912,0.00003098567,0.00094043306,0.0000048942134,0.000016921316,0.000035578214],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9960203,0.001492063,0.0010325474,0.00057478435,0.0003369564,0.000543329],"domain_scores_gemma":[0.9973549,0.0010461672,0.0004092636,0.0007410295,0.0002111316,0.00023750224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035454899,0.00024456455,0.0005969203,0.0002872627,0.00024210781,0.000040869996,0.0004944747,0.00008318491,0.000007382603],"category_scores_gemma":[0.0001443853,0.0001834039,0.00006252077,0.00033008558,0.00017541299,0.00030899682,0.00042304693,0.0002087256,0.0000023414746],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048198036,0.0019847262,0.05801033,0.0059888097,0.000017844653,9.756512e-7,0.52187544,0.0000023629088,0.000007904389,0.0032361995,0.0002057174,0.40818772],"study_design_scores_gemma":[0.008900716,0.016773539,0.7809503,0.0010057064,0.000026395182,0.0000043296336,0.17982416,0.0002940667,0.00019306176,0.009824128,0.0016238942,0.0005797151],"about_ca_topic_score_codex":0.00092566124,"about_ca_topic_score_gemma":0.0025452224,"teacher_disagreement_score":0.72293997,"about_ca_system_score_codex":0.0004976227,"about_ca_system_score_gemma":0.000382832,"threshold_uncertainty_score":0.7478994},"labels":[],"label_agreement":null},{"id":"W2345718830","doi":"10.2196/mhealth.3559","title":"Using Mobile Apps to Promote a Healthy Lifestyle Among Adolescents and Students: A Review of the Theoretical Basis and Lessons Learned","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Overweight; Mobile apps; Physical activity; Obesity; mHealth; Public health; Psychology; Gerontology; Health promotion; Medicine; Environmental health; Applied psychology; Psychological intervention; Computer science; Physical therapy; Nursing; World Wide Web; Psychiatry","score_opus":0.14227122189407626,"score_gpt":0.542267263389749,"score_spread":0.3999960414956727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345718830","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037056804,0.9577514,0.000056225803,0.0056694197,0.00045336375,0.031529143,0.00058891845,0.00009515925,0.00015069032],"genre_scores_gemma":[0.0010914783,0.97044146,0.00038775933,0.011140978,0.00047435486,0.016099915,0.00003571973,0.00016775931,0.00016059219],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98774064,0.003732323,0.0037594764,0.0016363821,0.0008984726,0.0022326952],"domain_scores_gemma":[0.99087036,0.0009997413,0.0027120954,0.0015221441,0.0003429563,0.0035527041],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005548875,0.00093638134,0.00381991,0.00041186946,0.002355841,0.00002914153,0.0007314397,0.0009529005,0.00008982128],"category_scores_gemma":[0.00062636036,0.00058842724,0.00026045137,0.001101936,0.0007503837,0.000121957506,0.0010264664,0.002346764,0.000041015126],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057845722,0.00014486579,0.0026182851,0.4440051,0.000019674555,8.548158e-7,0.00029015416,1.3048872e-8,6.3582796e-8,0.0026570633,0.0011468745,0.5490592],"study_design_scores_gemma":[0.000888197,0.00032877285,0.003148666,0.28854883,0.0004521594,0.000025880356,0.00009508668,0.0000055006763,2.7160956e-8,0.00023938368,0.70590526,0.00036222697],"about_ca_topic_score_codex":0.0003558361,"about_ca_topic_score_gemma":0.00011159991,"teacher_disagreement_score":0.7047584,"about_ca_system_score_codex":0.0006865384,"about_ca_system_score_gemma":0.0058793686,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W2347104779","doi":"10.2196/mhealth.5149","title":"Using a Mobile App to Promote Smoking Cessation in Hospitalized Patients","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Smoking cessation; Medicine; mHealth; Odds ratio; Confidence interval; Mobile apps; Psychological intervention; Internal medicine; Psychiatry","score_opus":0.058895486811376956,"score_gpt":0.39482114086144476,"score_spread":0.3359256540500678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347104779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974597,0.000048288075,0.00031357104,0.00053001795,0.0001775878,0.0013220473,0.0000092342925,0.000055773704,0.00008378464],"genre_scores_gemma":[0.9986655,0.00006219598,0.00040080282,0.0005599415,0.00008461436,0.00014519611,0.000015053618,0.000020550862,0.000046148514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986462,0.000050339553,0.0003503692,0.00029968517,0.0002827267,0.00037067855],"domain_scores_gemma":[0.9992849,0.000019250732,0.00012488339,0.00016768821,0.00007954025,0.0003237277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003484489,0.00012245982,0.00023828066,0.0002914221,0.00009902585,0.000013077208,0.00003580683,0.00010240641,0.000027255903],"category_scores_gemma":[0.000039465325,0.00008879021,0.00002295912,0.00035121248,0.000021067563,0.00012123006,0.000020783351,0.0001099915,0.0000021853693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015652097,0.00016916434,0.9105987,0.00025012062,0.0000017498837,0.0000021142534,0.0009831849,8.027444e-7,0.00023305873,0.000038397848,0.000045181783,0.087520994],"study_design_scores_gemma":[0.0031184494,0.0005900954,0.9948418,0.00047218436,0.00002993757,0.0000042418897,0.00005809028,0.000032787222,0.00014760478,0.00007968641,0.00052180653,0.00010330184],"about_ca_topic_score_codex":0.00021975908,"about_ca_topic_score_gemma":0.0000121303165,"teacher_disagreement_score":0.08741769,"about_ca_system_score_codex":0.00038198318,"about_ca_system_score_gemma":0.00018094893,"threshold_uncertainty_score":0.36207598},"labels":[],"label_agreement":null},{"id":"W2361044770","doi":"10.2196/mhealth.5280","title":"Evaluating the Maintenance of Lifestyle Changes in a Randomized Controlled Trial of the ‘Get Healthy, Stay Healthy’ Program","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NSW Ministry of Health; University of Queensland","keywords":"Randomized controlled trial; Physical therapy; Medicine; Gerontology; Psychology; Internal medicine","score_opus":0.0988559023845365,"score_gpt":0.5046517359994352,"score_spread":0.40579583361489874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361044770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.794221,0.002993426,0.00008751781,0.116713665,0.0015696556,0.08326944,0.00011783131,0.00011299251,0.00091446436],"genre_scores_gemma":[0.8845864,0.015331886,0.0005955066,0.009814026,0.0006540394,0.08830904,0.000009981663,0.000064238266,0.0006348933],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9812335,0.009730084,0.0049914885,0.0008062245,0.0010162366,0.002222514],"domain_scores_gemma":[0.98044276,0.011670653,0.0049836882,0.0013449391,0.00060795876,0.0009499775],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.025038948,0.0004781361,0.003373753,0.00033361153,0.0014649942,0.000008322216,0.0006495438,0.00044246487,0.000092941926],"category_scores_gemma":[0.0041620038,0.0002136774,0.0003405212,0.0010243783,0.0008861491,0.000099275305,0.00021623702,0.0012669793,0.000012977335],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8583881,0.0009203283,0.0053615198,0.0060032657,0.000036256442,4.1411027e-7,0.002336576,0.0000024924352,0.000026243313,0.019991925,0.0017012485,0.105231605],"study_design_scores_gemma":[0.96632254,0.0043190927,0.012198517,0.0014829776,0.0001229652,0.000004080245,0.00091972545,0.00064210483,0.0000036122017,0.0024000967,0.01135609,0.00022817795],"about_ca_topic_score_codex":0.0020195507,"about_ca_topic_score_gemma":0.004491165,"teacher_disagreement_score":0.10793444,"about_ca_system_score_codex":0.00047327735,"about_ca_system_score_gemma":0.007927286,"threshold_uncertainty_score":0.99983495},"labels":[],"label_agreement":null},{"id":"W2387564118","doi":"10.2196/mhealth.4424","title":"A Mobile App Development Guideline for Hospital Settings: Maximizing the Use of and Minimizing the Security Risks of \"Bring Your Own Devices\" Policies","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile device; Workflow; Work (physics); Health care; Mobile technology; Business; Medical emergency; Internet privacy; Computer science; Medicine; Engineering; World Wide Web","score_opus":0.1880635426091966,"score_gpt":0.48016634528823926,"score_spread":0.29210280267904265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387564118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95422107,0.0049958895,0.0026273339,0.02548994,0.00031998832,0.011782379,0.00034117373,0.000099657474,0.0001225441],"genre_scores_gemma":[0.9640607,0.0066005825,0.011578542,0.009027996,0.00041202435,0.008048887,0.000031949545,0.000060325754,0.0001789734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501413,0.00045529834,0.002407566,0.00051737274,0.00033899792,0.0012666303],"domain_scores_gemma":[0.99375033,0.0025891506,0.0018956611,0.00062159734,0.00050237594,0.00064087985],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033772131,0.00030935573,0.000671347,0.00015719137,0.002140086,0.000015676587,0.0002954118,0.00023848073,0.000015174096],"category_scores_gemma":[0.00048447185,0.0001648109,0.000074755655,0.0003142479,0.00030389358,0.00017199341,0.00023383668,0.0004948833,0.000004226086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087540975,0.00051651936,0.12909254,0.029970065,0.00010601898,7.7168465e-7,0.073960416,0.000017419447,0.00021092193,0.013194393,0.05942241,0.6926331],"study_design_scores_gemma":[0.0024012115,0.0005146613,0.06465625,0.0010604337,0.00008284296,0.000005780286,0.009191244,0.00053542113,0.00006335546,0.00072589674,0.9204933,0.0002696248],"about_ca_topic_score_codex":0.0014693857,"about_ca_topic_score_gemma":0.00046581784,"teacher_disagreement_score":0.8610709,"about_ca_system_score_codex":0.00016681029,"about_ca_system_score_gemma":0.0019574137,"threshold_uncertainty_score":0.999159},"labels":[],"label_agreement":null},{"id":"W2389084402","doi":"10.2196/mhealth.4843","title":"Enhancing Pharmacy Student Learning and Perceptions of Medical Apps","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pharmacy; Medical education; Health care; mHealth; Psychology; Perception; Medicine; Intervention (counseling); Nursing; Psychological intervention","score_opus":0.06101614110991427,"score_gpt":0.5194208002400449,"score_spread":0.4584046591301306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2389084402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614716,0.002918712,0.0018327992,0.028760886,0.00039535618,0.0029343108,0.00004051866,0.0001871517,0.0014586278],"genre_scores_gemma":[0.9352488,0.056849457,0.00041485767,0.0034068564,0.00056585437,0.0026344962,0.000014275039,0.000041941094,0.00082348846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99490225,0.00087367534,0.0015874561,0.0006064543,0.00075305,0.0012770956],"domain_scores_gemma":[0.99507856,0.0013805027,0.00064512045,0.00030370444,0.00019627456,0.0023958583],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003333532,0.00025930093,0.00062496186,0.00024688966,0.0017144434,0.000007115288,0.00021036336,0.00030386916,0.0011864858],"category_scores_gemma":[0.0003226339,0.0001860984,0.000048578422,0.0002964615,0.00025440034,0.00013219527,0.000211242,0.0010828817,0.00011318417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020404687,0.00025750513,0.5994471,0.0070791948,0.000016680793,0.0000028329125,0.0050234892,1.1772223e-7,0.0005061537,0.021817598,0.0035090176,0.36213627],"study_design_scores_gemma":[0.007799458,0.00056719995,0.54276174,0.0019966464,0.000085002925,0.000035329078,0.0091982465,0.00010151198,0.000027732145,0.0008801298,0.43611875,0.00042822276],"about_ca_topic_score_codex":0.00071729056,"about_ca_topic_score_gemma":0.00059963594,"teacher_disagreement_score":0.43260974,"about_ca_system_score_codex":0.00020979485,"about_ca_system_score_gemma":0.0023989514,"threshold_uncertainty_score":0.9997266},"labels":[],"label_agreement":null},{"id":"W2393830291","doi":"10.2196/mhealth.5022","title":"Smartphone Applications to Support Tuberculosis Prevention and Treatment: Review and Evaluation","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institute of Mental Health; National Institutes of Health","keywords":"mHealth; Login; Android (operating system); Internet privacy; Usage data; Mobile apps; App store; Download; Medicine; World Wide Web; Tuberculosis; Password; Computer science; Psychological intervention; Nursing; Computer security","score_opus":0.19961608225974092,"score_gpt":0.5611365854056191,"score_spread":0.36152050314587814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393830291","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044977274,0.9417228,0.00011136423,0.0072065564,0.00020904542,0.048688453,0.0006773031,0.0001601162,0.0011793749],"genre_scores_gemma":[0.000016599477,0.83697337,0.0003653635,0.00609749,0.00062663294,0.1535475,0.0008089983,0.00010850429,0.0014555259],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915429,0.0019698374,0.0028242967,0.001621938,0.00046863043,0.0015724214],"domain_scores_gemma":[0.99299055,0.0009695306,0.0015612285,0.0010718055,0.00035776696,0.0030491264],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036912619,0.0008425412,0.0030041316,0.000544677,0.0021270562,0.000025054082,0.00020117262,0.0007845268,0.00045646858],"category_scores_gemma":[0.00013757807,0.0006223922,0.0001670867,0.0007981319,0.0001301159,0.00016597129,0.00018176863,0.000816061,0.0005924727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014511815,0.00008646879,0.000057734196,0.17707434,0.000030046021,2.7364425e-7,0.00013210683,4.0238612e-9,2.861387e-8,0.00095562387,0.0103256395,0.8113232],"study_design_scores_gemma":[0.0010734916,0.00068727497,0.00071051274,0.02390933,0.0022348424,0.00003552186,0.000039188384,0.0000019488427,1.2586969e-8,0.00035672207,0.9705335,0.0004176353],"about_ca_topic_score_codex":0.00027143903,"about_ca_topic_score_gemma":0.00039145065,"teacher_disagreement_score":0.9602079,"about_ca_system_score_codex":0.0012937491,"about_ca_system_score_gemma":0.006552554,"threshold_uncertainty_score":0.99962276},"labels":[],"label_agreement":null},{"id":"W2396385259","doi":"10.2196/mhealth.5297","title":"Are Text Messages a Feasible and Acceptable Way to Reach Female Entertainment Workers in Cambodia with Health Messages? A Cross-Sectional Phone Survey","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entertainment; Phone; mHealth; Cross-sectional study; Mobile phone; Health communication; Advertising; Internet privacy; Computer science; Psychology; Medicine; Telecommunications; Business; Nursing; Political science; Psychological intervention; Communication","score_opus":0.10574420871678192,"score_gpt":0.4613575254701335,"score_spread":0.35561331675335156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396385259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97138786,0.0024326341,0.00038932834,0.015510296,0.0003998963,0.008510141,0.0005316533,0.00019559514,0.00064257585],"genre_scores_gemma":[0.9668701,0.004397629,0.0010190351,0.013427926,0.00029759415,0.010864996,0.00009849554,0.00011100369,0.00291318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906315,0.0017879766,0.0021179637,0.0016379007,0.00073319476,0.0030914703],"domain_scores_gemma":[0.99207836,0.0014423757,0.001444053,0.00087928504,0.00032842663,0.0038275076],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0062063457,0.00062093465,0.0012420777,0.00065411243,0.0024341245,0.000062461964,0.00032580024,0.00045055914,0.00033221368],"category_scores_gemma":[0.0003153085,0.00044967607,0.000055097913,0.0011716494,0.00025124638,0.0003491184,0.00023134267,0.0011433683,0.00016342982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016545092,0.0002871762,0.95897895,0.0029435253,0.000014180814,0.0000057393736,0.0014623773,0.000003095541,0.000006859512,0.00037735386,0.01128822,0.022977997],"study_design_scores_gemma":[0.0051534646,0.00057365134,0.97222835,0.0010150103,0.000009357428,0.000017635304,0.002719871,0.000012342876,0.0000025614697,0.000103246566,0.017769795,0.00039473985],"about_ca_topic_score_codex":0.023619236,"about_ca_topic_score_gemma":0.061522603,"teacher_disagreement_score":0.03790337,"about_ca_system_score_codex":0.0017179274,"about_ca_system_score_gemma":0.0035518722,"threshold_uncertainty_score":0.9997955},"labels":[],"label_agreement":null},{"id":"W2397827739","doi":"10.2196/mhealth.4904","title":"Mobile Phone Use Among Medical Residents: A Cross-Sectional Multicenter Survey in Saudi Arabia","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Mobile phone; Multicenter study; Medicine; mHealth; Family medicine; Phone; Environmental health; Telecommunications; Psychological intervention; Nursing; Computer science","score_opus":0.10319425784347144,"score_gpt":0.4756110912577866,"score_spread":0.3724168334143152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397827739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98922163,0.0008477347,0.00028714887,0.0017981576,0.0011935421,0.0056894873,0.00039481858,0.00021030074,0.00035716392],"genre_scores_gemma":[0.966541,0.010515472,0.00021623747,0.0074572195,0.0006474354,0.011762774,0.00015179903,0.00008097542,0.0026271066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9902437,0.002286945,0.0027669931,0.0012101792,0.0010098887,0.0024822995],"domain_scores_gemma":[0.9910685,0.0034846896,0.000867408,0.00081663317,0.00044460196,0.0033181605],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0068766424,0.00043271907,0.00079764234,0.00047788335,0.0015365931,0.00003711844,0.0003921668,0.0009256943,0.0015207267],"category_scores_gemma":[0.0019485067,0.0003256233,0.000081917155,0.0007191472,0.00043869388,0.0005595278,0.00022222988,0.001639496,0.00063932705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008210909,0.00031125057,0.9770433,0.0015573922,0.000006527461,0.000008499019,0.0004900189,7.334475e-7,0.000006078778,0.00046729826,0.011021844,0.0082660075],"study_design_scores_gemma":[0.0057695396,0.00020594626,0.9705699,0.0005732659,0.000006377341,0.0000073005835,0.000077250224,0.00007568644,0.0000012286857,0.000221527,0.022223478,0.0002685003],"about_ca_topic_score_codex":0.021383844,"about_ca_topic_score_gemma":0.034604926,"teacher_disagreement_score":0.022680664,"about_ca_system_score_codex":0.0009897547,"about_ca_system_score_gemma":0.0037191035,"threshold_uncertainty_score":0.9999196},"labels":[],"label_agreement":null},{"id":"W2398157737","doi":"10.2196/mhealth.5197","title":"Impact of an mHealth Platform for Pregnancy on Nutrition and Lifestyle of the Reproductive Population: A Survey","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Erasmus Universitair Medisch Centrum Rotterdam; Achmea","keywords":"Pregnancy; mHealth; Medicine; Overweight; Psychological intervention; Body mass index; Population; Health coaching; Fertility; Demography; Gerontology; Environmental health; Nursing; Randomized controlled trial; Internal medicine","score_opus":0.09277662665677563,"score_gpt":0.43639250964048704,"score_spread":0.3436158829837114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398157737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502057,0.00047212455,0.000025572548,0.0019470833,0.000039802944,0.0021478331,0.00029627906,0.000009039698,0.00004168119],"genre_scores_gemma":[0.9981268,0.0010637176,0.00030399207,0.00011093017,0.000073452866,0.00012043497,0.0000928745,0.000010998443,0.00009678611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987546,0.00011313961,0.0003248701,0.00026948395,0.0002509333,0.00028693865],"domain_scores_gemma":[0.99874264,0.00023910237,0.0002321605,0.00027569928,0.0002120349,0.0002983714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071185135,0.00009565204,0.00025996336,0.00011324439,0.00010841626,0.000004164954,0.000044815042,0.000046398593,0.0000061929136],"category_scores_gemma":[0.00034004153,0.000051526782,0.000043985783,0.00015218844,0.000075263575,0.00010444298,0.0000208428,0.000074011376,3.334348e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039276006,0.0014058425,0.7976332,0.011066853,0.00006310809,6.9414756e-7,0.00070452556,0.000002164552,0.00018106849,0.0038487853,0.0012377114,0.1799285],"study_design_scores_gemma":[0.0024406882,0.0043265345,0.9908815,0.00070888933,0.000018447581,0.0000028525146,0.000055310153,0.00005586508,0.000053271233,0.0013613985,0.000051461077,0.000043768083],"about_ca_topic_score_codex":0.0010466548,"about_ca_topic_score_gemma":0.00016741596,"teacher_disagreement_score":0.19324836,"about_ca_system_score_codex":0.00011338664,"about_ca_system_score_gemma":0.00030193746,"threshold_uncertainty_score":0.21012011},"labels":[],"label_agreement":null},{"id":"W2402742859","doi":"10.2196/mhealth.5368","title":"Concordance of Text Message Ecological Momentary Assessment and Retrospective Survey Data Among Substance-Using Men Who Have Sex With Men: A Secondary Analysis of a Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Concordance; Randomized controlled trial; Substance use; Psychology; Ecology; Medicine; Clinical psychology; Biology; Internal medicine","score_opus":0.0565104146000592,"score_gpt":0.42005783977760525,"score_spread":0.36354742517754607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402742859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98679185,0.0009304364,0.0015045136,0.0005902641,0.000012171764,0.005262633,0.0009812316,0.000013469886,0.003913454],"genre_scores_gemma":[0.9950664,0.0022206393,0.0003014881,0.00007091226,0.000046499426,0.00026409145,0.00019372148,0.000015637557,0.001820607],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9952088,0.0017918509,0.0013374195,0.0005971131,0.0005791823,0.00048565838],"domain_scores_gemma":[0.99602896,0.0016175943,0.00094419636,0.0005608199,0.00030506926,0.00054336304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006696775,0.00023123767,0.0035280238,0.00043043503,0.00014833643,0.000017255983,0.00015170845,0.00010519897,0.00032019516],"category_scores_gemma":[0.00043007452,0.00012559479,0.00019405507,0.00046635777,0.0007605761,0.00021303358,0.00009316375,0.0003078226,1.850495e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6849062,0.0006639906,0.30572125,0.00052967353,0.0029985043,0.000012677086,0.0005624541,6.170069e-7,0.000102956634,0.00008356772,0.002702463,0.0017156303],"study_design_scores_gemma":[0.5165607,0.0044180085,0.46061808,0.00022718242,0.0013168888,0.0000032490486,0.0006719089,0.016051084,0.000009248845,0.00002721337,0.0000060459734,0.0000904303],"about_ca_topic_score_codex":0.0026240472,"about_ca_topic_score_gemma":0.0033558428,"teacher_disagreement_score":0.16834556,"about_ca_system_score_codex":0.0002680203,"about_ca_system_score_gemma":0.0010057724,"threshold_uncertainty_score":0.51216066},"labels":[],"label_agreement":null},{"id":"W2404549786","doi":"10.2196/mhealth.5436","title":"Text Messaging-Based Interventions for Smoking Cessation: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":270,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Smoking cessation; Meta-analysis; Psychological intervention; Text messaging; mHealth; Medicine; Psychology; Computer science; World Wide Web; Nursing","score_opus":0.28617207733398553,"score_gpt":0.5043840158067671,"score_spread":0.21821193847278153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404549786","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000031262564,0.9892422,0.00127626,0.0020486158,0.00005549253,0.00695039,0.00029745535,0.00007160286,0.000054873562],"genre_scores_gemma":[0.00084805256,0.99112874,0.00009807912,0.0015829856,0.00005873286,0.0050856923,0.0005277716,0.000056519188,0.00061340176],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99611133,0.0005039076,0.001903221,0.00067866757,0.00037748023,0.00042536162],"domain_scores_gemma":[0.99650943,0.00052866625,0.0016681085,0.0006477061,0.00020745241,0.00043862598],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002355006,0.00049225125,0.007721948,0.0007326438,0.00029494034,0.000056555982,0.00011569174,0.00028329453,0.00020952483],"category_scores_gemma":[0.00017492137,0.000292647,0.0025355227,0.00073990703,0.00006305302,0.000080958205,0.000028805234,0.00033001162,0.000002252783],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003777894,0.000060234986,0.000033566153,0.9770359,0.012146325,0.0000014251616,0.000023687968,1.7689382e-8,1.121512e-9,0.00015855778,0.00029752415,0.010238989],"study_design_scores_gemma":[0.0003591779,0.00013157992,0.00012125624,0.19138856,0.7868135,0.000031051626,0.000012213634,0.0000032110188,1.7125743e-8,0.00001619179,0.020918885,0.00020436842],"about_ca_topic_score_codex":0.00002541127,"about_ca_topic_score_gemma":0.000012960085,"teacher_disagreement_score":0.78564733,"about_ca_system_score_codex":0.00024545044,"about_ca_system_score_gemma":0.0005854942,"threshold_uncertainty_score":0.99995255},"labels":[],"label_agreement":null},{"id":"W2404831560","doi":"10.2196/mhealth.5242","title":"User Preferences for Content, Features, and Style for an App to Reduce Harmful Drinking in Young Adults: Analysis of User Feedback in App Stores and Focus Group Interviews","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust; South London and Maudsley NHS Foundation Trust","keywords":"mHealth; Thematic analysis; Focus group; Phone; Mobile phone; Content analysis; Entertainment; Computer science; Multimedia; Internet privacy; Applied psychology; Psychology; Medicine; Qualitative research; Psychological intervention; Nursing","score_opus":0.07880919678268637,"score_gpt":0.3737325341789482,"score_spread":0.2949233373962618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404831560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922431,0.0038261097,0.00016161201,0.0011963372,0.00006317791,0.0024184394,0.000047590504,0.000023098584,0.00002054911],"genre_scores_gemma":[0.9945691,0.0026229369,0.0016007371,0.00039224798,0.000059130783,0.00047084832,0.000052128955,0.0000207202,0.00021213609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998279,0.00007613406,0.0005488176,0.00050561933,0.00013801221,0.0004524362],"domain_scores_gemma":[0.9989065,0.00024811976,0.00020570209,0.0002187997,0.00008103015,0.00033986135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053717726,0.0002185348,0.0008299693,0.0005202229,0.00006925382,0.000018694735,0.00007147025,0.00011068419,0.0000061088904],"category_scores_gemma":[0.00007145406,0.00013935496,0.000064219166,0.000350368,0.00006143647,0.00020097359,0.000026958758,0.00009422593,2.099747e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004070066,0.0001930843,0.91249704,0.0007406791,0.000103996266,0.0000012560141,0.009198763,1.5610672e-7,0.00013430337,0.00027880102,0.0003234214,0.07245846],"study_design_scores_gemma":[0.0087793125,0.0014651647,0.9835442,0.00076738885,0.0002860269,0.000003794032,0.0043823994,0.000045071556,0.00008611306,0.00009136229,0.00040284495,0.00014633268],"about_ca_topic_score_codex":0.0013317738,"about_ca_topic_score_gemma":0.099547,"teacher_disagreement_score":0.09821523,"about_ca_system_score_codex":0.00011480703,"about_ca_system_score_gemma":0.00007153433,"threshold_uncertainty_score":0.91688395},"labels":[],"label_agreement":null},{"id":"W2405862352","doi":"10.2196/mhealth.5146","title":"Mobile Technology for Vegetable Consumption: A Randomized Controlled Pilot Study in Overweight Adults","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Overweight; Randomized controlled trial; Medicine; Psychological intervention; Body mass index; mHealth; Consumption (sociology); Physical therapy; Intervention (counseling); Nursing","score_opus":0.057316538637713806,"score_gpt":0.44192655582376045,"score_spread":0.38461001718604665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405862352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88162154,0.00798617,0.0011490062,0.007891283,0.00093278964,0.09886848,0.00013783458,0.00041857723,0.0009943208],"genre_scores_gemma":[0.74644464,0.009079913,0.00053911644,0.0022047856,0.00031976213,0.24011315,0.000018927953,0.000055080418,0.001224616],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.991415,0.0017483789,0.0032391606,0.0010811395,0.0003519244,0.00216435],"domain_scores_gemma":[0.991412,0.004958055,0.0013097115,0.0007950252,0.00038269963,0.0011425412],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006611982,0.000475592,0.002909596,0.0008699904,0.0014719227,0.000011385696,0.00028900118,0.00037973517,0.00024991753],"category_scores_gemma":[0.00086930435,0.00030562127,0.00012510923,0.0005891078,0.00030249252,0.00017114374,0.000109131906,0.0007868108,0.00019053095],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.66790164,0.004377289,0.19821271,0.010872853,0.00009626463,0.0000072569615,0.0034196405,0.0000010987457,0.000040263865,0.056696374,0.006094986,0.05227963],"study_design_scores_gemma":[0.9064055,0.006915409,0.027414324,0.0010926516,0.00016665335,0.000007801262,0.0016213662,0.00024843775,0.0000026358814,0.0063508856,0.049305234,0.00046910238],"about_ca_topic_score_codex":0.000521293,"about_ca_topic_score_gemma":0.0017400353,"teacher_disagreement_score":0.23850387,"about_ca_system_score_codex":0.0005518577,"about_ca_system_score_gemma":0.0023224994,"threshold_uncertainty_score":0.99993956},"labels":[],"label_agreement":null},{"id":"W2406003439","doi":"10.2196/mhealth.4509","title":"Perceptions of the Feasibility and Practicalities of Text Messaging-Based Infectious Disease Surveillance: A Questionnaire Survey","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"United Nations Foundation; Vodafone Foundation; UNICEF","keywords":"Short Message Service; Psychological intervention; Disease surveillance; Mobile phone; Medicine; Phone; mHealth; Text messaging; Family medicine; Disease; Health care; Medical emergency; Internet privacy; Nursing; Public health; Computer science","score_opus":0.07766736968086406,"score_gpt":0.4577661787056815,"score_spread":0.3800988090248174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406003439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757793,0.0016023042,0.00077328825,0.016435869,0.0002746833,0.003954881,0.00072952826,0.00008633313,0.00036379253],"genre_scores_gemma":[0.9931967,0.0028705422,0.00007395322,0.001963214,0.000089046516,0.0015579473,0.000022133057,0.000027794904,0.00019865176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994068,0.002915331,0.0013452263,0.00051656924,0.00036489614,0.00078994746],"domain_scores_gemma":[0.9938251,0.0026094953,0.001024762,0.00081947853,0.0005623624,0.001158814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037069002,0.00023617494,0.0005824264,0.0001436858,0.0012689058,0.0000054699,0.00016310418,0.00021203795,0.00008389237],"category_scores_gemma":[0.0019473698,0.00014488031,0.00006978368,0.0004576038,0.0006922041,0.00011992993,0.000101514466,0.0005072062,0.00000851687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032753483,0.0002073713,0.9790557,0.005909749,0.000004730335,1.2788183e-7,0.00033569848,9.006756e-7,0.000012958463,0.0070254216,0.0011133538,0.0060064793],"study_design_scores_gemma":[0.0016199267,0.0001728385,0.9932351,0.0005660168,0.00002615436,0.0000015731837,0.00023699847,0.00005714027,0.0000018018162,0.0015458894,0.0024163588,0.00012021468],"about_ca_topic_score_codex":0.0031172717,"about_ca_topic_score_gemma":0.0047045373,"teacher_disagreement_score":0.017417397,"about_ca_system_score_codex":0.00029129823,"about_ca_system_score_gemma":0.004489288,"threshold_uncertainty_score":0.97595257},"labels":[],"label_agreement":null},{"id":"W2406768181","doi":"10.2196/mhealth.4508","title":"The Use of Mobile Phone and Medical Apps among General Practitioners in Hangzhou City, Eastern China","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; China; mHealth; Phone; Internet privacy; Mobile apps; Advertising; Business; Medicine; Environmental health; Family medicine; Medical emergency; Geography; Computer science; Telecommunications; World Wide Web; Nursing; Psychological intervention","score_opus":0.08659744181395804,"score_gpt":0.44464426367398213,"score_spread":0.3580468218600241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406768181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727947,0.001822904,0.00035200303,0.019689653,0.000435755,0.004324381,0.00008374323,0.0000765491,0.0004202859],"genre_scores_gemma":[0.9453179,0.040895477,0.0003862207,0.0039102165,0.0004497234,0.007417874,0.000027139504,0.000045193876,0.0015502395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994788,0.0009994846,0.0016681171,0.00057734834,0.0005751903,0.0013918909],"domain_scores_gemma":[0.99472356,0.001937488,0.000877432,0.00055657304,0.00014628076,0.0017586877],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028279806,0.00026774668,0.00057969283,0.00022224685,0.0014447119,0.000016477557,0.00021424798,0.00042659565,0.0001703066],"category_scores_gemma":[0.00046948486,0.00016341657,0.00004332725,0.00041607255,0.0005244766,0.00030065165,0.00018233496,0.00091054867,0.000033379525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005602949,0.0002830532,0.6017619,0.002716998,0.000012497778,0.000005397389,0.0026204963,0.0000014394622,0.000019650364,0.00896808,0.01814416,0.36490604],"study_design_scores_gemma":[0.0033366198,0.00028993815,0.74717134,0.0007487453,0.0000178853,0.000013330201,0.0006684416,0.0006045755,0.000003664429,0.0007766797,0.24615887,0.00020993859],"about_ca_topic_score_codex":0.005864308,"about_ca_topic_score_gemma":0.0075167827,"teacher_disagreement_score":0.36469612,"about_ca_system_score_codex":0.00024183017,"about_ca_system_score_gemma":0.002134249,"threshold_uncertainty_score":0.9998553},"labels":[],"label_agreement":null},{"id":"W2407298198","doi":"10.2196/mhealth.4342","title":"Mobile Health Insurance System and Associated Costs: A Cross-Sectional Survey of Primary Health Centers in Abuja, Nigeria","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental health; Cross-sectional study; mHealth; Medicine; Primary health care; Business; Psychological intervention; Population; Nursing","score_opus":0.065364093772513,"score_gpt":0.43850941270961896,"score_spread":0.37314531893710595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407298198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758655,0.0062965895,0.00019413799,0.0021411101,0.00096760015,0.010591284,0.0030398546,0.0002512208,0.0006527057],"genre_scores_gemma":[0.9658337,0.017160231,0.00029878088,0.007819969,0.00017331935,0.007973617,0.00036989144,0.000086240696,0.00028419806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98702556,0.004276608,0.004132119,0.0012677939,0.00068098947,0.0026169473],"domain_scores_gemma":[0.9913536,0.0019935158,0.0029139502,0.00074038346,0.0004925177,0.0025060452],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011674579,0.00052042044,0.0018099858,0.0005762646,0.0019657002,0.000020872383,0.00031271277,0.00053411693,0.00003850445],"category_scores_gemma":[0.00042729537,0.00042939713,0.000076664415,0.0008469564,0.000368592,0.0002880664,0.00016932997,0.0012412821,0.000034964938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00061047496,0.00034511974,0.94630355,0.01051137,0.000013146605,0.0000012013954,0.0010931342,7.999774e-7,0.000010928261,0.0018935404,0.0036018877,0.035614848],"study_design_scores_gemma":[0.0052927467,0.0013239747,0.9847814,0.0014854812,0.00000234252,0.0000116407555,0.00050420035,0.00002569119,4.709481e-7,0.0000622501,0.006239137,0.0002706929],"about_ca_topic_score_codex":0.022436509,"about_ca_topic_score_gemma":0.012799328,"teacher_disagreement_score":0.038477823,"about_ca_system_score_codex":0.005465912,"about_ca_system_score_gemma":0.008894677,"threshold_uncertainty_score":0.99981576},"labels":[],"label_agreement":null},{"id":"W2408960071","doi":"10.2196/mhealth.5127","title":"Designing, Implementing, and Evaluating Mobile Health Technologies for Managing Chronic Conditions in Older Adults: A Scoping Review","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":450,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mohawk College","funders":"","keywords":"mHealth; Chronic disease; Mobile technology; Telemedicine; Medicine; Gerontology; Mobile device; Computer science; Psychology; Health care; Psychological intervention; Nursing; World Wide Web; Family medicine; Political science","score_opus":0.14703263739303177,"score_gpt":0.5757795490823108,"score_spread":0.42874691168927903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408960071","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020535266,0.9000384,0.00053724623,0.002820025,0.0003344359,0.094980225,0.00064358156,0.0004965735,0.00012895082],"genre_scores_gemma":[0.00002266023,0.7428092,0.0014127978,0.0025556686,0.00028615393,0.25209993,0.00054946914,0.00015621675,0.00010792083],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98586285,0.0020042101,0.0055867573,0.002019203,0.00045335694,0.004073644],"domain_scores_gemma":[0.98968995,0.0032638914,0.0046156673,0.0011136757,0.00027450142,0.0010423254],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009013833,0.0010382266,0.0045393473,0.0010789852,0.003740543,0.000037255013,0.0004794562,0.0008602628,0.0001534321],"category_scores_gemma":[0.0005375285,0.0008533025,0.00025526306,0.0010265269,0.00023411858,0.00023351905,0.00042232868,0.002067325,0.000054403015],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011641015,0.000038165366,0.000034217137,0.4685741,0.00000920019,5.96903e-7,0.00017982819,2.6304638e-8,1.9546937e-8,0.0008221737,0.002261229,0.5280688],"study_design_scores_gemma":[0.0016427395,0.00059274794,0.00002699558,0.538491,0.00014725671,0.000015767571,0.0005681399,0.000019025721,1.876876e-8,0.0002790838,0.45781928,0.00039794747],"about_ca_topic_score_codex":0.00036650532,"about_ca_topic_score_gemma":0.0008095459,"teacher_disagreement_score":0.52767086,"about_ca_system_score_codex":0.002170228,"about_ca_system_score_gemma":0.016493749,"threshold_uncertainty_score":0.9993918},"labels":[],"label_agreement":null},{"id":"W2409958137","doi":"10.2196/mhealth.5328","title":"Bilingual Text4Walking Food Service Employee Intervention Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychological intervention; Health promotion; Population; Promotion (chess); Psychology; Physical activity; Gerontology; Service (business); Medicine; Physical therapy; Public health; Nursing; Environmental health; Marketing; Business","score_opus":0.14484804432403636,"score_gpt":0.4303429141341167,"score_spread":0.2854948698100803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409958137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891764,0.00022086159,0.00012812589,0.008507176,0.00018198835,0.0012806818,0.000019792877,0.00015954787,0.00032543452],"genre_scores_gemma":[0.9962789,0.00014033669,0.00008509513,0.0027194768,0.0005225278,0.00006357622,0.000006888876,0.000031405336,0.00015182416],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978308,0.00019681262,0.00051342905,0.00049379497,0.0003292202,0.0006359617],"domain_scores_gemma":[0.9983977,0.0001852034,0.00019472267,0.00033065808,0.00012024612,0.00077145844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006454285,0.00020872522,0.00053575827,0.00014758132,0.0002835281,0.000017828634,0.00008238861,0.00006078185,0.00004704244],"category_scores_gemma":[0.00006834629,0.00013820907,0.000049439142,0.0002990827,0.000048019054,0.0001843269,0.00007051605,0.00033114804,0.00006122967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007661238,0.029868618,0.3989675,0.012157571,0.00018033222,0.000043846016,0.007341514,2.7583232e-7,0.0021941308,0.0033003339,0.0011079006,0.5371767],"study_design_scores_gemma":[0.007849554,0.054426998,0.9332279,0.000641881,0.000116830415,0.000046310604,0.00085798866,0.000019917787,0.000087800116,0.0012935312,0.0012036478,0.00022762759],"about_ca_topic_score_codex":0.0007552561,"about_ca_topic_score_gemma":0.0019772074,"teacher_disagreement_score":0.5369491,"about_ca_system_score_codex":0.00020235853,"about_ca_system_score_gemma":0.00052157516,"threshold_uncertainty_score":0.56360024},"labels":[],"label_agreement":null},{"id":"W2410352668","doi":"10.2196/mhealth.5331","title":"The Electronic Patient Reported Outcome Tool: Testing Usability and Feasibility of a Mobile App and Portal to Support Care for Patients With Complex Chronic Disease and Disability in Primary Care Settings","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"","keywords":"Usability; Health care; Medicine; mHealth; USable; Patient portal; Focus group; Population; Health information technology; Nursing; Medical emergency; Computer science; Psychological intervention; World Wide Web; Business","score_opus":0.041627643619652197,"score_gpt":0.3562356988296895,"score_spread":0.31460805521003726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410352668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993202,0.0006149315,0.0000045428333,0.00071647833,0.00003018612,0.0052940156,0.00008554718,0.000023148707,0.000029179762],"genre_scores_gemma":[0.9989452,0.00005562236,0.00016049443,0.00024331853,0.000026850268,0.00040604343,0.00014080753,0.000014053416,0.0000076544575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809283,0.00006055105,0.00062830077,0.0005268022,0.00019840508,0.00049309817],"domain_scores_gemma":[0.9985619,0.00025265882,0.00027108417,0.00033697762,0.00018650402,0.0003908388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056093384,0.00016863162,0.00037946578,0.000040801347,0.00020715092,0.000017343436,0.000035567682,0.00003854863,0.0000021880983],"category_scores_gemma":[0.00028166026,0.000101076934,0.000021684342,0.00013569264,0.0002457079,0.000098576274,0.00006847945,0.000096310934,7.147879e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071231497,0.00018080634,0.8719858,0.007734134,0.0000069111584,3.9266416e-7,0.0011543073,1.841788e-7,0.0000038990256,0.000013780077,0.000026867547,0.11818058],"study_design_scores_gemma":[0.0025137705,0.003787173,0.9918735,0.0001676685,0.00008099249,0.0000012708591,0.0010368702,0.000017733777,0.000001152389,0.000059956634,0.00035143748,0.00010848021],"about_ca_topic_score_codex":0.000110630004,"about_ca_topic_score_gemma":0.0003154919,"teacher_disagreement_score":0.11988767,"about_ca_system_score_codex":0.0006681078,"about_ca_system_score_gemma":0.00067672646,"threshold_uncertainty_score":0.41217977},"labels":[],"label_agreement":null},{"id":"W2412599539","doi":"10.2196/mhealth.5071","title":"Use of iPhones by Nurses in an Acute Care Setting to Improve Communication and Decision-Making Processes: Qualitative Analysis of Nurses’ Perspectives on iPhone Use","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nursing; Qualitative research; mHealth; Acute care; Mobile technology; Health care; Medicine; Mobile device; Psychology; Medical emergency; Psychological intervention; Computer science; Sociology; World Wide Web","score_opus":0.0638924414417686,"score_gpt":0.5206469538260798,"score_spread":0.45675451238431125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2412599539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98861563,0.0018726909,0.0006239843,0.0021512986,0.00014974808,0.004535842,0.001959964,0.000056524306,0.000034331173],"genre_scores_gemma":[0.9824611,0.0073438906,0.0060092686,0.0013842882,0.0000412966,0.0025290935,0.0001221103,0.00004409726,0.00006488113],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9947405,0.0012790987,0.0018115909,0.0008531839,0.00040973426,0.000905929],"domain_scores_gemma":[0.98831105,0.0074796104,0.0013719372,0.0009254737,0.0010348117,0.0008771351],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001389063,0.00032708087,0.0010324935,0.0010476669,0.0007983724,0.00001989768,0.00024639413,0.00029141054,0.000026793268],"category_scores_gemma":[0.0013378792,0.00025382076,0.000059314585,0.001823064,0.00024159165,0.00058657053,0.00010610852,0.0004951062,0.000003951125],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034151373,0.0008517664,0.14883822,0.006216195,0.00014610635,0.0000010413443,0.5330285,0.000020978272,0.0006355519,0.0045206365,0.002025585,0.30030027],"study_design_scores_gemma":[0.003779794,0.0029516565,0.5277701,0.0053542242,0.0006383094,0.0000016541679,0.45237127,0.00036782215,0.00007106151,0.0011049305,0.0048968242,0.00069233787],"about_ca_topic_score_codex":0.0029209803,"about_ca_topic_score_gemma":0.006276414,"teacher_disagreement_score":0.3789319,"about_ca_system_score_codex":0.00047314973,"about_ca_system_score_gemma":0.0014608796,"threshold_uncertainty_score":0.9999914},"labels":[],"label_agreement":null},{"id":"W2414612175","doi":"10.2196/mhealth.5426","title":"Experiences With a Self-Reported Mobile Phone-Based System Among Patients With Colorectal Cancer: A Qualitative Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Colorectal cancer; Qualitative research; Cancer; Medicine; Computer science; Psychology; Multimedia; Internal medicine; Telecommunications; Sociology","score_opus":0.0238969116121768,"score_gpt":0.3644845647512687,"score_spread":0.34058765313909195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414612175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956438,0.00029651241,0.00003740554,0.00018217682,0.0001993692,0.0032438107,0.00005413017,0.00021265874,0.00013012189],"genre_scores_gemma":[0.9950722,0.000027517255,0.000046054127,0.00021822091,0.00008866639,0.004444683,0.000016737971,0.000036609414,0.000049328806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752223,0.00027466286,0.0004472928,0.0005789046,0.00063283066,0.00054405915],"domain_scores_gemma":[0.9982133,0.0001314379,0.00039395617,0.00026270509,0.000321858,0.0006767329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040509237,0.00027531508,0.0005814619,0.00012913469,0.0002514745,0.00002047123,0.000067135756,0.000076093755,0.00003776019],"category_scores_gemma":[0.000008998412,0.00014404554,0.000033320837,0.00041417356,0.000177225,0.00012016322,0.000015665675,0.00015648163,0.0000026162436],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046066404,0.0008185851,0.67808247,0.0012548323,0.000117307696,0.000036233316,0.3125571,4.0249952e-7,0.0000025001834,0.0000059708836,0.00010691969,0.002411037],"study_design_scores_gemma":[0.011050578,0.012569462,0.4909719,0.0008760359,0.00027294437,0.0000113379465,0.48374015,0.000023976589,0.000055581793,5.157494e-7,0.00014179968,0.000285724],"about_ca_topic_score_codex":0.006298255,"about_ca_topic_score_gemma":0.00890087,"teacher_disagreement_score":0.18711056,"about_ca_system_score_codex":0.00051050953,"about_ca_system_score_gemma":0.0014217324,"threshold_uncertainty_score":0.95211196},"labels":[],"label_agreement":null},{"id":"W2414738784","doi":"10.2196/mhealth.5960","title":"Mobile Sensing and Support for People With Depression: A Pilot Trial in the Wild","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":359,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Context (archaeology); Mental health; Psychological intervention; eHealth; Intervention (counseling); Depression (economics); Patient Health Questionnaire; Psychology; Applied psychology; Clinical psychology; Medicine; Cognition; Psychiatry; Depressive symptoms; Health care","score_opus":0.07449331699534704,"score_gpt":0.43647994506524057,"score_spread":0.3619866280698935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414738784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879735,0.00051887514,0.0004844846,0.004154949,0.00052737567,0.0037545573,0.00008712156,0.00004183575,0.0024572979],"genre_scores_gemma":[0.995885,0.000040643725,0.00023872909,0.0017971888,0.00017650303,0.00090193405,0.000010521573,0.00002237411,0.00092710595],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998271,0.00017769994,0.00044817867,0.00038322402,0.00014237761,0.00057754613],"domain_scores_gemma":[0.99886805,0.00038978952,0.00017356838,0.0002619402,0.000026350002,0.00028032498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078468537,0.00014605475,0.0002688611,0.00009571921,0.00022123256,0.000030070894,0.00008593369,0.00006511466,0.00003482605],"category_scores_gemma":[0.000020326333,0.000078362835,0.000028217657,0.00014116886,0.00008676145,0.0001146483,0.000026534884,0.00013608082,0.000013272947],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.078292556,0.0021062435,0.025376922,0.0020069845,0.000026559104,0.000026567313,0.009043601,1.1444507e-7,0.000006352347,0.007642719,0.01544841,0.86002296],"study_design_scores_gemma":[0.24261288,0.12225558,0.5221189,0.0019202922,0.00014395056,0.0013365505,0.006773512,0.000058236477,0.000025056092,0.008680458,0.09304531,0.0010292717],"about_ca_topic_score_codex":0.00037098807,"about_ca_topic_score_gemma":0.0013233569,"teacher_disagreement_score":0.8589937,"about_ca_system_score_codex":0.000060074977,"about_ca_system_score_gemma":0.00014226,"threshold_uncertainty_score":0.3195544},"labels":[],"label_agreement":null},{"id":"W2414831762","doi":"10.2196/mhealth.5445","title":"Walking as a Contributor to Physical Activity in Healthy Older Adults: 2 Week Longitudinal Study Using Accelerometry and the Doubly Labeled Water Method","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Accelerometer; Actigraphy; Physical medicine and rehabilitation; Longitudinal study; Psychology; Gerontology; Medicine; Physical therapy; Computer science; Circadian rhythm","score_opus":0.09617519112024508,"score_gpt":0.4457582473413117,"score_spread":0.3495830562210666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2414831762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96618795,0.00015926351,0.00054687884,0.029062044,0.00010955302,0.0038191022,0.000022106931,0.00006048648,0.00003261679],"genre_scores_gemma":[0.9954949,0.00014974907,0.00036608786,0.0032093027,0.0004807294,0.0002278696,0.000002665331,0.000037211008,0.000031481373],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960055,0.000866092,0.00049653905,0.00086309056,0.0005016309,0.0012671871],"domain_scores_gemma":[0.99710304,0.001017461,0.00019362723,0.0004040728,0.000117246265,0.0011645737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020061263,0.00036019407,0.0013652886,0.00026826363,0.00049527345,0.00004476559,0.0001212461,0.00013186935,0.000019150619],"category_scores_gemma":[0.00015990429,0.00017864659,0.00008001235,0.00048806146,0.00015948509,0.0002895819,0.0001757189,0.00072088285,0.00001701012],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.18428025,0.0353315,0.18107356,0.00904419,0.00030547907,0.00019739718,0.0635782,0.0000020091868,0.004362394,0.003092362,0.00029325605,0.5184394],"study_design_scores_gemma":[0.043098126,0.00893088,0.94324505,0.0008013271,0.0001793308,0.000098714845,0.001361414,0.0006073627,0.0004496387,0.00062090164,0.00021274493,0.0003945298],"about_ca_topic_score_codex":0.0045524407,"about_ca_topic_score_gemma":0.00047110932,"teacher_disagreement_score":0.76217145,"about_ca_system_score_codex":0.0004481821,"about_ca_system_score_gemma":0.000507091,"threshold_uncertainty_score":0.72849965},"labels":[],"label_agreement":null},{"id":"W2415928823","doi":"10.2196/mhealth.5849","title":"Development and Validation of the User Version of the Mobile Application Rating Scale (uMARS)","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":979,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Young and Well Cooperative Research Centre; Queensland University of Technology","keywords":"mHealth; Reliability (semiconductor); Rating scale; Test (biology); Applied psychology; Scale (ratio); Computer science; Psychology; Internal consistency; Mobile apps; Mobile phone; Psychometrics; Clinical psychology; World Wide Web; Psychiatry; Developmental psychology","score_opus":0.04276220207799778,"score_gpt":0.408913639424595,"score_spread":0.3661514373465972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415928823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886588,0.00038799315,0.00040652032,0.0045345398,0.0003666458,0.0051078782,0.000049714396,0.000032290864,0.00045562937],"genre_scores_gemma":[0.99284387,0.00097527175,0.0008938409,0.0011814055,0.00010464208,0.0034055212,0.00001008198,0.000021179152,0.0005641623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997119,0.00047634015,0.0011562948,0.00035599078,0.0003503587,0.0005420064],"domain_scores_gemma":[0.9972141,0.00048087756,0.0011622846,0.0005840286,0.0002120445,0.00034666405],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014993197,0.00016023988,0.0003171492,0.00007566588,0.0015282572,0.0000030777976,0.00022476711,0.00019436795,0.000032369684],"category_scores_gemma":[0.000087315704,0.00008364155,0.00004032826,0.0003725223,0.00018742654,0.00009524331,0.00019125862,0.0003202154,0.000013549596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029094372,0.00026352782,0.6624796,0.011815383,0.0000123920745,4.479421e-8,0.007757049,0.0000049284454,0.0046210075,0.012274848,0.0067642587,0.293716],"study_design_scores_gemma":[0.002089211,0.00011568163,0.7166528,0.0008621468,0.00003969902,0.0000024940252,0.0015412071,0.00006243166,0.0032727479,0.00052169175,0.27467835,0.0001615276],"about_ca_topic_score_codex":0.00025793718,"about_ca_topic_score_gemma":0.00024239707,"teacher_disagreement_score":0.29355448,"about_ca_system_score_codex":0.00020504327,"about_ca_system_score_gemma":0.0015631422,"threshold_uncertainty_score":0.9997716},"labels":[],"label_agreement":null},{"id":"W2416143318","doi":"10.2196/mhealth.5464","title":"Mobile Electronic Medical Records Promote Workflow: Physicians’ Perspective From a Survey","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workflow; Medicine; Medical record; Family medicine; Tablet pc; MEDLINE; mHealth; Medical emergency; Psychological intervention; Nursing; Multimedia; Computer science; Database","score_opus":0.06151952011471404,"score_gpt":0.45395504638846074,"score_spread":0.39243552627374667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416143318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96528333,0.009164473,0.0010207706,0.013259177,0.0021211465,0.005137445,0.0003659346,0.0005138309,0.0031339051],"genre_scores_gemma":[0.9725842,0.011953871,0.00018971303,0.006441284,0.0026311788,0.0021376165,0.000077067256,0.00014949348,0.003835614],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98691744,0.0048364312,0.0017988972,0.0014112189,0.0010586353,0.003977392],"domain_scores_gemma":[0.99284655,0.0028564672,0.0009402863,0.0009326459,0.00051580154,0.0019082477],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0066681835,0.0005561341,0.0012579376,0.0002457199,0.0014435747,0.000017386299,0.00052214065,0.0008912052,0.001154088],"category_scores_gemma":[0.0010168497,0.00039896494,0.00011657084,0.0007444095,0.0002222842,0.00026437896,0.00017267477,0.0024557011,0.00078541745],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0024934884,0.00090150465,0.29207003,0.0028911377,0.00020174237,0.000031137923,0.022021824,1.9463245e-7,0.0001043571,0.011153228,0.0747582,0.5933731],"study_design_scores_gemma":[0.012924776,0.006720209,0.5705511,0.0056447056,0.00012372462,0.00003499044,0.0058471416,0.00041200485,0.000021763917,0.024643663,0.37127566,0.0018002786],"about_ca_topic_score_codex":0.030030945,"about_ca_topic_score_gemma":0.041692883,"teacher_disagreement_score":0.5915729,"about_ca_system_score_codex":0.003829357,"about_ca_system_score_gemma":0.012525329,"threshold_uncertainty_score":0.99999475},"labels":[],"label_agreement":null},{"id":"W2416465557","doi":"10.2196/mhealth.5397","title":"Survalytics: An Open-Source Cloud-Integrated Experience Sampling, Survey, and Analytics and Metadata Collection Module for Android Operating System Apps","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Metadata; Cloud computing; Android (operating system); NoSQL; World Wide Web; Data collection; Analytics; Software portability; mHealth; Usage data; Health Insurance Portability and Accountability Act; Mobile device; Data science; Big data; Database; Health care; Computer security","score_opus":0.2665269413560045,"score_gpt":0.49928262348745395,"score_spread":0.23275568213144943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416465557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739116,0.0011734575,0.020126654,0.0006579663,0.00047781,0.0028514978,0.00050287246,0.00009273957,0.00020544264],"genre_scores_gemma":[0.99256563,0.000874969,0.0026783734,0.00045931953,0.00021076448,0.0004303212,0.0001245184,0.0000577853,0.0025982996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99593794,0.0010599247,0.000779953,0.0009711661,0.00027308727,0.000977898],"domain_scores_gemma":[0.99699235,0.0007537278,0.000295681,0.0005700151,0.00023028074,0.0011579376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042833434,0.0002881952,0.0006242258,0.00018482814,0.0010324466,0.00030223568,0.00031824136,0.00020831935,0.00003119599],"category_scores_gemma":[0.0002737427,0.0002144051,0.00001879668,0.0003559495,0.00020733895,0.0004973333,0.00021085622,0.00027091225,0.0000039343004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062948796,0.0013156371,0.57679033,0.01065889,0.00022391773,0.000022462855,0.018571964,0.000007801646,0.00039942635,0.028873093,0.011310305,0.34553126],"study_design_scores_gemma":[0.017443802,0.0106517635,0.8645153,0.0010432649,0.00013148703,0.0005057631,0.02058592,0.036624096,0.00013580786,0.00040622952,0.046365064,0.0015914675],"about_ca_topic_score_codex":0.008873751,"about_ca_topic_score_gemma":0.0029378373,"teacher_disagreement_score":0.3439398,"about_ca_system_score_codex":0.00031229315,"about_ca_system_score_gemma":0.00043663537,"threshold_uncertainty_score":0.99772626},"labels":[],"label_agreement":null},{"id":"W2416966879","doi":"10.2196/mhealth.5635","title":"A Pilot Test of Self-Affirmations to Promote Smoking Cessation in a National Smoking Cessation Text Messaging Program","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Intervention (counseling); Self-affirmation; Psychological intervention; Medicine; mHealth; Baseline (sea); Psychology; Family medicine; Clinical psychology; Psychiatry; Social psychology","score_opus":0.062490526935821154,"score_gpt":0.39189886053950973,"score_spread":0.3294083336036886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416966879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144214,0.000053766707,0.0003116677,0.0051538115,0.00011887457,0.0015631515,0.000025933918,0.0001844866,0.0011461789],"genre_scores_gemma":[0.99787325,0.000089048066,0.00092694175,0.00043470343,0.00012729598,0.000424606,0.00005633617,0.000028265555,0.000039563984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763757,0.0000932522,0.0007344743,0.00038739978,0.0007105869,0.00043674035],"domain_scores_gemma":[0.99862504,0.00019503778,0.00037043932,0.00019123108,0.00032509395,0.00029317444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001196395,0.00018700374,0.00032122858,0.00078436075,0.00019452507,0.00003171039,0.00007577626,0.00010150844,0.00003154189],"category_scores_gemma":[0.0002715947,0.00015101685,0.0000360524,0.0009500933,0.000040988936,0.0003108942,0.00003133778,0.0002231474,0.0000019016517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102934224,0.000787305,0.9020867,0.0010276681,0.000012619615,0.000002249737,0.0026273858,0.000004906003,0.0011540657,0.0014068069,0.00017365502,0.090613745],"study_design_scores_gemma":[0.0026198577,0.001029777,0.99299514,0.0010139513,0.000069296606,0.00002286144,0.00019750961,0.0002722423,0.0004996038,0.00034649824,0.00077864446,0.00015463552],"about_ca_topic_score_codex":0.00021271208,"about_ca_topic_score_gemma":0.000094417715,"teacher_disagreement_score":0.09090847,"about_ca_system_score_codex":0.000627763,"about_ca_system_score_gemma":0.00066314096,"threshold_uncertainty_score":0.6158288},"labels":[],"label_agreement":null},{"id":"W2418126522","doi":"10.2196/mhealth.5361","title":"Mobile Phone Apps for Preventing Cancer Through Educational and Behavioral Interventions: State of the Art and Remaining Challenges","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; Medicine; Smoking cessation; Cancer prevention; Psychological intervention; Randomized controlled trial; Mobile phone; eHealth; Health literacy; Cancer screening; mHealth; Cancer; Health care; Nursing; Computer science","score_opus":0.19692605767068733,"score_gpt":0.529486953342229,"score_spread":0.3325608956715416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418126522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9037959,0.050557338,0.00054786884,0.033992887,0.00073257176,0.009404711,0.00048297708,0.00006193481,0.00042380035],"genre_scores_gemma":[0.84613496,0.11842316,0.0023300601,0.0018912961,0.0003464151,0.027999943,0.00002332687,0.00004995322,0.0028008728],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969789,0.0003674699,0.0011518227,0.00050488306,0.00019024001,0.00080669305],"domain_scores_gemma":[0.9972388,0.00083273224,0.00089719455,0.00033982252,0.0002093608,0.00048208502],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014160565,0.00020430579,0.00043892322,0.000089739355,0.0013800394,0.000006911878,0.00012422605,0.00014312076,0.0000637436],"category_scores_gemma":[0.00010681037,0.00013422126,0.000067623856,0.00015412254,0.0002257987,0.00016930792,0.00013020399,0.00033955942,0.0000053963963],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035970725,0.0004815885,0.060080454,0.034338154,0.000027477601,1.3536852e-7,0.012044342,6.2823705e-7,0.00011649304,0.025752196,0.013555289,0.8532435],"study_design_scores_gemma":[0.007873408,0.0013905893,0.57122284,0.010452261,0.00023787687,0.00001902814,0.0059463517,0.00007828649,0.000049749946,0.042077366,0.3600642,0.0005880193],"about_ca_topic_score_codex":0.00028850543,"about_ca_topic_score_gemma":0.0010760349,"teacher_disagreement_score":0.85265553,"about_ca_system_score_codex":0.00014947855,"about_ca_system_score_gemma":0.001304687,"threshold_uncertainty_score":0.99992},"labels":[],"label_agreement":null},{"id":"W2419948962","doi":"10.2196/mhealth.5485","title":"Evaluation of the Use of Home Blood Pressure Measurement Using Mobile Phone-Assisted Technology: The iVitality Proof-of-Principle Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blood pressure; Medicine; Mobile phone; mHealth; Phone; Diastole; Computer science; Internal medicine; Nursing; Telecommunications; Psychological intervention","score_opus":0.28495517640283685,"score_gpt":0.4163710768540855,"score_spread":0.13141590045124862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419948962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97864056,0.016247563,0.000010886122,0.0016925413,0.00010828775,0.0032365744,0.00003086412,0.000016732933,0.000015986525],"genre_scores_gemma":[0.99942684,0.00010906673,0.000103317914,0.00015148593,0.00003272353,0.00014366001,6.0064366e-7,0.000011516769,0.000020794958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971988,0.0004926651,0.0006179676,0.0002542569,0.0011998763,0.0002364287],"domain_scores_gemma":[0.99721617,0.000100976205,0.00056112686,0.00067397504,0.0013669834,0.000080790596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003039585,0.00013790363,0.00059330807,0.00009918999,0.0001915023,0.0000034408622,0.00011158845,0.00009759993,0.0000083357145],"category_scores_gemma":[0.00027207175,0.000060991697,0.000063722844,0.0003572784,0.00025548812,0.00005742863,0.0001291822,0.00015420227,1.7098716e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013810544,0.011078709,0.7644954,0.0069555733,0.00424087,0.0000035276864,0.0064644553,0.000049209873,0.030446261,0.00023832216,0.0014762882,0.17317034],"study_design_scores_gemma":[0.0066788513,0.0018055434,0.96131194,0.0010984765,0.014428032,0.000031257685,0.0011481518,0.00025418482,0.010832033,0.00015680237,0.002119239,0.0001354645],"about_ca_topic_score_codex":0.00025438602,"about_ca_topic_score_gemma":0.0001558118,"teacher_disagreement_score":0.19681658,"about_ca_system_score_codex":0.000024177263,"about_ca_system_score_gemma":0.0007444771,"threshold_uncertainty_score":0.24871692},"labels":[],"label_agreement":null},{"id":"W2430950400","doi":"10.2196/mhealth.4997","title":"A Theory-Based Exercise App to Enhance Exercise Adherence: A Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"mHealth; Self-monitoring; Physical therapy; Session (web analytics); Medicine; Theory of planned behavior; Self-management; Social cognitive theory; Activity monitor; Short Message Service; Psychology; Physical activity; Psychological intervention; Control (management); Computer science; Social psychology","score_opus":0.07742869978573465,"score_gpt":0.4712820020697789,"score_spread":0.39385330228404425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2430950400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9247114,0.0025377707,0.006341159,0.018966878,0.0014437023,0.042012483,0.00031521017,0.001158507,0.0025129057],"genre_scores_gemma":[0.9207891,0.0024716328,0.0012335536,0.011741223,0.0004840443,0.058256824,0.000021719394,0.000116389776,0.0048854784],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9914897,0.001286088,0.002110608,0.0015542443,0.0007100507,0.0028492792],"domain_scores_gemma":[0.9913925,0.0014521778,0.00080614135,0.0015506397,0.00043666293,0.0043619056],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004393701,0.0006171468,0.0011711855,0.00052076444,0.0027187117,0.00002362041,0.0005646104,0.00027409435,0.0008869509],"category_scores_gemma":[0.00031122804,0.00044041243,0.00007088282,0.001063524,0.00016423006,0.00019540162,0.000200965,0.0009745506,0.0021300847],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009381922,0.0036596109,0.041178618,0.007972986,0.00001612661,0.0000120168415,0.005488959,0.0000017935589,0.00016494628,0.009929579,0.044443022,0.8777504],"study_design_scores_gemma":[0.025113836,0.034315065,0.55024296,0.011506805,0.0005681312,0.0000105645895,0.010392666,0.00011332905,0.00015253619,0.013694331,0.3508182,0.003071589],"about_ca_topic_score_codex":0.0010833977,"about_ca_topic_score_gemma":0.0009300355,"teacher_disagreement_score":0.87467885,"about_ca_system_score_codex":0.0005448405,"about_ca_system_score_gemma":0.0043544853,"threshold_uncertainty_score":0.9998048},"labels":[],"label_agreement":null},{"id":"W2433763343","doi":"10.2196/mhealth.4926","title":"Mobile Phone Use and its Association With Sitting Time and Meeting Physical Activity Recommendations in a Mexican American Cohort","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sitting; Mobile phone; Medicine; Body mass index; Cohort; Demography; Odds ratio; Odds; Logistic regression; Gerontology; Telecommunications; Computer science; Internal medicine","score_opus":0.04317586565156497,"score_gpt":0.37421351025642685,"score_spread":0.3310376446048619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2433763343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894121,0.000050626,0.000013294485,0.009535679,0.000014185118,0.0007658221,0.000041196326,0.000050308274,0.00011676008],"genre_scores_gemma":[0.9975922,0.0011463802,0.00022059465,0.0006214962,0.00014407003,0.000091477246,0.0000093863855,0.000018592224,0.00015578492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984712,0.00021087253,0.00020597994,0.00040332187,0.00021516113,0.000493437],"domain_scores_gemma":[0.99825007,0.0007330157,0.00030572896,0.00011306931,0.00006404806,0.0005340532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005586337,0.00016115299,0.0005813573,0.00009942851,0.00023855182,0.00002299055,0.0000227107,0.00006081886,0.000004304809],"category_scores_gemma":[0.00015811212,0.000112842965,0.0000190548,0.00026970907,0.00008212227,0.00034063833,0.000035823905,0.00032887087,0.000004546278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011208598,0.0017318642,0.7835289,0.0008550942,0.000051844232,0.0000064119185,0.0035497728,5.6805754e-7,0.0068484624,0.00014436466,0.00032389376,0.20183794],"study_design_scores_gemma":[0.002018363,0.0018975025,0.9928459,0.00037613692,0.00006543554,0.000014656032,0.00016137992,0.0015225284,0.00038017856,0.000054842738,0.00049497985,0.00016813325],"about_ca_topic_score_codex":0.0011289648,"about_ca_topic_score_gemma":0.00021671112,"teacher_disagreement_score":0.20931694,"about_ca_system_score_codex":0.0003347397,"about_ca_system_score_gemma":0.0002481372,"threshold_uncertainty_score":0.46016026},"labels":[],"label_agreement":null},{"id":"W2439859917","doi":"10.2196/mhealth.4936","title":"Stepwise Development of a Text Messaging-Based Bullying Prevention Program for Middle School Students (BullyDown)","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Text messaging; Phone; Psychology; Medical education; Mobile phone; Internet privacy; Computer science; Medicine; Psychological intervention","score_opus":0.07049860236477035,"score_gpt":0.41833525263753446,"score_spread":0.3478366502727641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2439859917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781713,0.0009895823,0.015847826,0.0008906263,0.0004066902,0.0031306597,0.000021123346,0.00016613484,0.0003760709],"genre_scores_gemma":[0.98320025,0.00010733407,0.01279544,0.0004056369,0.00011463988,0.0014818398,0.00004384445,0.000044723856,0.0018062826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99756265,0.00018071951,0.0007841035,0.0005076561,0.00033630666,0.000628558],"domain_scores_gemma":[0.99834776,0.00012858564,0.00061159785,0.00029879672,0.00016205474,0.00045119243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009356011,0.00022408986,0.00035392016,0.0002075826,0.00041898832,0.000029336656,0.00019575034,0.00016688177,0.00027400116],"category_scores_gemma":[0.000048353977,0.00016196597,0.000065209075,0.00020043767,0.0000636294,0.00009918399,0.000041427844,0.00011960748,0.000027520067],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001782386,0.003218609,0.25059277,0.0040424047,0.00010108197,0.0000022896238,0.005082662,0.000005539112,0.00015805615,0.0008780585,0.0052317693,0.72890437],"study_design_scores_gemma":[0.025888361,0.0035675291,0.86840945,0.005448599,0.00021627707,0.000015259784,0.0027741336,0.00033696528,0.0005975226,0.0007199507,0.0910055,0.0010204196],"about_ca_topic_score_codex":0.000042543423,"about_ca_topic_score_gemma":0.00006504623,"teacher_disagreement_score":0.72788393,"about_ca_system_score_codex":0.0001288653,"about_ca_system_score_gemma":0.0006782072,"threshold_uncertainty_score":0.66047806},"labels":[],"label_agreement":null},{"id":"W2441617215","doi":"10.2196/mhealth.5882","title":"Review and Analysis of Existing Mobile Phone Apps to Support Heart Failure Symptom Monitoring and Self-Care Management Using the Mobile Application Rating Scale (MARS)","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":277,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institute on Aging; Agency for Healthcare Research and Quality","keywords":"Mobile phone; Medical emergency; Medicine; mHealth; Scale (ratio); Heart failure; Phone; Mobile apps; Health care; Self-management; Rating scale; Intensive care medicine; Psychological intervention; Nursing; Computer science; Psychology; World Wide Web","score_opus":0.05735407670989995,"score_gpt":0.4581158090562905,"score_spread":0.40076173234639056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2441617215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9301362,0.0413837,0.0023726386,0.0048551178,0.00025866905,0.020186594,0.00025334425,0.00023558973,0.000318116],"genre_scores_gemma":[0.87519044,0.08180151,0.012179904,0.0052707526,0.00034766228,0.024930062,0.00007003482,0.00007316097,0.00013650293],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995608,0.0005121746,0.0015740668,0.00086272403,0.00034487547,0.0010981893],"domain_scores_gemma":[0.996334,0.0006245674,0.0008384179,0.00077088655,0.0003070608,0.0011250457],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021923336,0.00033586743,0.000971135,0.00037440378,0.0020280746,0.000017155482,0.00019511544,0.00019547595,0.000037027123],"category_scores_gemma":[0.0000393504,0.00023502116,0.00007359655,0.0013584793,0.000109508204,0.00014331531,0.00025608155,0.00042505146,0.000014089822],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015589008,0.00034037326,0.4885196,0.1269716,0.00026304112,0.0000011140294,0.012624639,0.000037355425,0.00060114334,0.0016408905,0.007104814,0.36173952],"study_design_scores_gemma":[0.003767128,0.0011821092,0.28778896,0.008316242,0.004639949,0.000026724309,0.025578035,0.0009191441,0.00007419467,0.00014964773,0.6664501,0.0011078016],"about_ca_topic_score_codex":0.00040777493,"about_ca_topic_score_gemma":0.00017006452,"teacher_disagreement_score":0.65934527,"about_ca_system_score_codex":0.00034345067,"about_ca_system_score_gemma":0.00047936555,"threshold_uncertainty_score":0.99927115},"labels":[],"label_agreement":null},{"id":"W2461047544","doi":"10.2196/mhealth.5501","title":"Remotely Delivered Exercise-Based Cardiac Rehabilitation: Design and Content Development of a Novel mHealth Platform","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Coaching; Rehabilitation; Computer science; Telemedicine; Health coaching; Multimedia; Medicine; Psychology; Physical therapy; Psychological intervention; Nursing; Health care","score_opus":0.11706288760264012,"score_gpt":0.3720097258756192,"score_spread":0.2549468382729791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461047544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763008,0.003505913,0.0076882695,0.007240235,0.00037029196,0.004501349,0.000096919415,0.000104783496,0.00019143515],"genre_scores_gemma":[0.89790744,0.0029899855,0.09618201,0.0023487406,0.00013361164,0.00024120059,0.000040418792,0.0000505081,0.000106092215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99594223,0.00015806236,0.0014717767,0.0007148321,0.0006193933,0.0010936882],"domain_scores_gemma":[0.9955973,0.0007744267,0.000503866,0.00044466977,0.00031290605,0.00236683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002158802,0.00037495204,0.0012184491,0.00033939257,0.000423701,0.000010814638,0.00007606252,0.00024827392,0.000014068577],"category_scores_gemma":[0.00015632062,0.00027196523,0.000121302866,0.00031445423,0.0002471846,0.00014025805,0.000048727263,0.00027626552,0.000008164215],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012663718,0.0012187703,0.031020937,0.028947763,0.00004845116,0.000008538647,0.0055254227,0.0000016764158,0.0020469734,0.0006657143,0.0023075286,0.9155445],"study_design_scores_gemma":[0.027504487,0.007821831,0.9418607,0.0060356557,0.0002779818,0.000117513686,0.0028407546,0.00054495333,0.0017126302,0.00011485504,0.010414197,0.0007544745],"about_ca_topic_score_codex":0.00036372195,"about_ca_topic_score_gemma":0.000032241103,"teacher_disagreement_score":0.91479003,"about_ca_system_score_codex":0.00080495386,"about_ca_system_score_gemma":0.005334932,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W2461192533","doi":"10.2196/mhealth.5168","title":"YTH StreetConnect: Development and Usability of a Mobile App for Homeless and Unstably Housed Youth","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Mobile apps; mHealth; Gerontology; Psychology; Internet privacy; Computer science; Medicine; World Wide Web; Psychological intervention; Human–computer interaction; Psychiatry","score_opus":0.0924441402586928,"score_gpt":0.42821799771922825,"score_spread":0.33577385746053545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461192533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948638,0.0015161055,0.00031930473,0.0004190075,0.00015733992,0.0022441098,0.00027325074,0.000075413016,0.0001316875],"genre_scores_gemma":[0.9968068,0.0015645388,0.00056914083,0.00016345485,0.00013810837,0.00060076965,0.00001583341,0.000032671727,0.00010865527],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973811,0.00029708954,0.00086273707,0.00048125393,0.00018952021,0.000788337],"domain_scores_gemma":[0.9977738,0.0008300201,0.00040471362,0.00022660299,0.00017238129,0.00059247046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013948883,0.00022594973,0.0009269007,0.00010157186,0.0008752688,0.000009759717,0.00008571653,0.00024947268,0.000020068755],"category_scores_gemma":[0.00009851342,0.0001550374,0.00003057216,0.00013736066,0.00022026023,0.000116960866,0.00009239347,0.0001972341,0.0000020764965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006676495,0.0002473155,0.36711785,0.014103995,0.000032432672,8.5202504e-7,0.22223507,1.3066997e-7,0.000060046736,0.007725209,0.000037213063,0.38777223],"study_design_scores_gemma":[0.008741619,0.0011494416,0.70633566,0.0011125642,0.000081919614,5.012828e-7,0.2710005,0.00002609468,0.00016921439,0.0018472872,0.008945206,0.00058997807],"about_ca_topic_score_codex":0.0010342351,"about_ca_topic_score_gemma":0.00443222,"teacher_disagreement_score":0.38718227,"about_ca_system_score_codex":0.00013261652,"about_ca_system_score_gemma":0.00095426076,"threshold_uncertainty_score":0.6731948},"labels":[],"label_agreement":null},{"id":"W2462870698","doi":"10.2196/mhealth.5518","title":"Cardiorespiratory Improvements Achieved by American College of Sports Medicine’s Exercise Prescription Implemented on a Mobile App","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cardiorespiratory fitness; Medical prescription; Exercise prescription; Sports medicine; Physical activity; Medicine; Physical therapy; Mobile apps; Computer science; World Wide Web; Pharmacology","score_opus":0.018951254249565563,"score_gpt":0.3335690707151716,"score_spread":0.31461781646560605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462870698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938604,0.0022531638,0.00006480522,0.00087898585,0.00020637792,0.0019800977,0.0003770947,0.00006841846,0.00031063295],"genre_scores_gemma":[0.9924975,0.005497048,0.000041758954,0.0011823663,0.00019234663,0.00030259485,0.00007279962,0.000034755358,0.00017884513],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976713,0.00011605147,0.00064136094,0.000505955,0.00050454057,0.0005608155],"domain_scores_gemma":[0.99837995,0.000048440776,0.000311009,0.0005382699,0.0001165986,0.0006057633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005876035,0.0002503449,0.0011331957,0.00018984944,0.00010790035,0.0000015590373,0.000074024,0.00008876017,0.00005193822],"category_scores_gemma":[0.000023753411,0.00016235391,0.0001585837,0.00024737217,0.00027717967,0.000045084525,0.000041937015,0.00015434461,0.000005718562],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0139995795,0.0006381347,0.011077456,0.0025970687,0.00021517412,0.000033295906,0.0006590043,7.639311e-7,0.03504502,0.00021799542,0.08267738,0.8528391],"study_design_scores_gemma":[0.02113803,0.01269291,0.9043877,0.002167536,0.0010223733,0.000058451915,0.0017438314,0.00002366713,0.006363397,0.00032396772,0.049470752,0.00060739415],"about_ca_topic_score_codex":0.00051900395,"about_ca_topic_score_gemma":0.00000831402,"teacher_disagreement_score":0.89331025,"about_ca_system_score_codex":0.00017911757,"about_ca_system_score_gemma":0.00026104608,"threshold_uncertainty_score":0.66206},"labels":[],"label_agreement":null},{"id":"W2463063833","doi":"10.2196/mhealth.5637","title":"Reciprocal Reinforcement Between Wearable Activity Trackers and Social Network Services in Influencing Physical Activity Behaviors","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Wearable computer; Reciprocal; Physical activity; Wearable technology; Reinforcement; Human–computer interaction; Computer science; mHealth; Social network (sociolinguistics); Psychology; Applied psychology; Internet privacy; Social psychology; Physical medicine and rehabilitation; World Wide Web; Medicine; Social media; Psychological intervention","score_opus":0.06697557158583003,"score_gpt":0.446960945398875,"score_spread":0.379985373813045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463063833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98505884,0.00020274047,0.00015897222,0.00960844,0.00020458705,0.0041391863,0.00006354162,0.00015517794,0.0004085365],"genre_scores_gemma":[0.99136657,0.0011671893,0.00012387974,0.002069979,0.001178713,0.0038290606,0.000014783475,0.00005026094,0.00019957071],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.994802,0.0008069672,0.00088995433,0.0008640298,0.0004242601,0.0022127843],"domain_scores_gemma":[0.9966457,0.0008767642,0.00073073566,0.00038391905,0.00010450039,0.0012583642],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019084063,0.00039937257,0.0009016872,0.0002011581,0.0023429473,0.000018001687,0.00018643844,0.00049223757,0.00003339251],"category_scores_gemma":[0.000028714912,0.00031660343,0.000060682632,0.0004707605,0.00019042639,0.00045102226,0.0001732574,0.0013070652,0.000050016995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090387854,0.0002635324,0.4505928,0.0067791604,0.000011718747,0.000002591685,0.0062306314,0.000004622436,0.00017750812,0.002002286,0.0008994436,0.53213185],"study_design_scores_gemma":[0.0030181396,0.00038933652,0.98094726,0.0006056184,0.00004859895,0.0000018415603,0.0007259138,0.00017457215,0.000013749228,0.00072814984,0.013024629,0.00032221092],"about_ca_topic_score_codex":0.0030419976,"about_ca_topic_score_gemma":0.0015943757,"teacher_disagreement_score":0.5318096,"about_ca_system_score_codex":0.0007780962,"about_ca_system_score_gemma":0.0014831353,"threshold_uncertainty_score":0.9999286},"labels":[],"label_agreement":null},{"id":"W2463598312","doi":"10.2196/mhealth.5738","title":"Expert Involvement Predicts mHealth App Downloads: Multivariate Regression Analysis of Urology Apps","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Popularity; App store; Computer science; Logistic regression; Mobile apps; Certification; Multivariate analysis; Internet privacy; Medicine; World Wide Web; Medical education; Psychology; Psychological intervention; Nursing; Machine learning","score_opus":0.08243879912041019,"score_gpt":0.4540202287320175,"score_spread":0.3715814296116073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463598312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9023649,0.013529116,0.010780719,0.04952775,0.0023171739,0.01569578,0.0014522829,0.0009861581,0.0033461351],"genre_scores_gemma":[0.94319767,0.031496435,0.0013280752,0.014041949,0.0006343785,0.008282684,0.00026460426,0.00008135195,0.0006728729],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.989829,0.0018621727,0.0033771456,0.0014554103,0.00078996766,0.0026862759],"domain_scores_gemma":[0.99066037,0.0019826752,0.0023539348,0.0014936888,0.0005238069,0.002985551],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036508576,0.0006199606,0.0018427427,0.0013732427,0.0018564238,0.000008636824,0.0004907261,0.0008258173,0.0006692624],"category_scores_gemma":[0.00035067683,0.00041375594,0.00022795818,0.0019759692,0.00037156613,0.00023436215,0.00027858844,0.0010114799,0.00014243778],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004111793,0.0019807576,0.28174475,0.013320811,0.0006827882,0.00001142951,0.014105487,0.000019986359,0.0014419504,0.045647483,0.066255644,0.5706771],"study_design_scores_gemma":[0.009160797,0.0015712606,0.64690673,0.00096761656,0.0010062902,0.0000061937103,0.0019124273,0.0014047904,0.000036861667,0.0015794529,0.3347086,0.00073900627],"about_ca_topic_score_codex":0.0031379187,"about_ca_topic_score_gemma":0.0012911679,"teacher_disagreement_score":0.5699381,"about_ca_system_score_codex":0.00070124393,"about_ca_system_score_gemma":0.0031900152,"threshold_uncertainty_score":0.99983144},"labels":[],"label_agreement":null},{"id":"W2463825201","doi":"10.2196/mhealth.5768","title":"A Mobile Health Lifestyle Program for Prevention of Weight Gain in Young Adults (TXT2BFiT): Nine-Month Outcomes of a Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Medicine; Overweight; Health coaching; Coaching; Body mass index; Physical therapy; Obesity; Intervention (counseling); Weight loss; Weight gain; eHealth; Behavior change; Gerontology; Psychological intervention; Psychology; Health care; Body weight; Nursing; Surgery","score_opus":0.032830277454095565,"score_gpt":0.45181879642232353,"score_spread":0.418988518968228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2463825201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77098894,0.005496385,0.002085465,0.005792546,0.001294855,0.21277063,0.0003653603,0.0002346518,0.0009711923],"genre_scores_gemma":[0.7082999,0.01017858,0.0025320235,0.0007595751,0.00032584614,0.27654472,0.00008728164,0.00006480143,0.0012073009],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9865966,0.003311427,0.0067043058,0.0008714399,0.00059412536,0.0019221292],"domain_scores_gemma":[0.9873152,0.005063038,0.0050265673,0.0007456643,0.00056031696,0.0012892331],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010844252,0.00051036384,0.0052272435,0.00069795176,0.0006246465,0.000005997279,0.00028971367,0.0005015246,0.00008919514],"category_scores_gemma":[0.0016325313,0.00032724495,0.00056830095,0.0005751595,0.00029556055,0.00017271686,0.00007828865,0.0005660813,0.000009024546],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8162546,0.0024483379,0.019984728,0.012016643,0.00007998155,3.6502672e-7,0.003190563,9.950862e-7,0.0000066228286,0.0084810145,0.0019444558,0.13559169],"study_design_scores_gemma":[0.973064,0.0071488903,0.009859709,0.0017885779,0.00010447674,0.0000016426845,0.000838993,0.00037358553,0.0000046344153,0.0016537709,0.0048977253,0.00026400588],"about_ca_topic_score_codex":0.0021249494,"about_ca_topic_score_gemma":0.0029792967,"teacher_disagreement_score":0.15680939,"about_ca_system_score_codex":0.0004489882,"about_ca_system_score_gemma":0.0048284633,"threshold_uncertainty_score":0.999918},"labels":[],"label_agreement":null},{"id":"W2468501021","doi":"10.2196/mhealth.5715","title":"Redesign and Validation of Sisom, an Interactive Assessment and Communication Tool for Children With Cancer","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Norwegian; Acronym; Conversation; Psychology; mHealth; Health care; Medical education; Medicine; Psychological intervention; Psychiatry; Communication","score_opus":0.06800653593101738,"score_gpt":0.4455382048344215,"score_spread":0.37753166890340417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468501021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983952,0.0007799316,0.0012991655,0.012410142,0.000025794932,0.0013947007,0.000083177256,0.00002439211,0.00003071844],"genre_scores_gemma":[0.99124676,0.0028162417,0.004549523,0.0010382439,0.00008311555,0.00017302138,0.000051616382,0.000017364162,0.000024085959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886984,0.00017688898,0.00033343834,0.00026759558,0.00016358757,0.00018867379],"domain_scores_gemma":[0.99880916,0.00025620856,0.00031078176,0.0002655787,0.00012273429,0.00023555862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068865955,0.00011845282,0.00032489988,0.00007098424,0.00013457338,0.000013430719,0.000040776667,0.0000581601,0.00000876442],"category_scores_gemma":[0.000030778552,0.0000802211,0.000013918897,0.00006133709,0.000112591864,0.00021320023,0.000023270644,0.00010227665,1.0241386e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002334362,0.0004310211,0.854344,0.0019267449,0.000109517736,1.8796025e-7,0.005794922,5.997144e-7,0.00040421204,0.0015255742,0.0007115749,0.13241728],"study_design_scores_gemma":[0.0036524232,0.0022570412,0.99201375,0.00058006594,0.00010289065,0.000015090917,0.00040563202,0.000040055216,0.0003723546,0.00032540367,0.00013263217,0.0001026754],"about_ca_topic_score_codex":0.0009545557,"about_ca_topic_score_gemma":0.0003667611,"teacher_disagreement_score":0.13766973,"about_ca_system_score_codex":0.000113250004,"about_ca_system_score_gemma":0.0004314408,"threshold_uncertainty_score":0.32713217},"labels":[],"label_agreement":null},{"id":"W2469945393","doi":"10.2196/mhealth.5289","title":"Development and Testing of an Automated 4-Day Text Messaging Guidance as an Aid for Improving Colonoscopy Preparation","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Colorectal cancer screening; Adenoma; Bowel preparation; Text messaging; mHealth; Medical physics; Internal medicine; Colorectal cancer; Computer science; World Wide Web; Psychological intervention; Cancer; Nursing","score_opus":0.04910716413860049,"score_gpt":0.40027407765952167,"score_spread":0.35116691352092116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469945393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683887,0.0002896956,0.0012822698,0.0003192126,0.000068763526,0.00073984073,0.00000521294,0.00031374363,0.00014241597],"genre_scores_gemma":[0.9669313,0.000019506573,0.032544382,0.00021763713,0.00008412099,0.00013411876,0.000005286144,0.000023208417,0.000040447227],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988193,0.000057415342,0.00037559887,0.00033006564,0.00013191058,0.00028570337],"domain_scores_gemma":[0.9990223,0.00013820993,0.000245613,0.00013372245,0.00012901753,0.00033113273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008031337,0.00011637262,0.00024099846,0.00009223904,0.00027648368,0.000014697061,0.000028759148,0.00007528136,0.0000019618954],"category_scores_gemma":[0.00020137701,0.00008878088,0.00001157776,0.00012718848,0.00004004284,0.00021501626,0.00001514256,0.000065249245,4.477712e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01091458,0.00015608167,0.021138262,0.002651423,0.000014309904,0.000002298649,0.0037833082,0.0000031841714,0.014811985,0.0002028012,0.000050837174,0.94627094],"study_design_scores_gemma":[0.010925781,0.056456767,0.7465873,0.0018542407,0.0001618681,0.00022826077,0.0010647168,0.09327529,0.08287493,0.0002583722,0.005677858,0.00063461193],"about_ca_topic_score_codex":0.00033239328,"about_ca_topic_score_gemma":0.00036135598,"teacher_disagreement_score":0.94563633,"about_ca_system_score_codex":0.00016393015,"about_ca_system_score_gemma":0.0006683012,"threshold_uncertainty_score":0.3620379},"labels":[],"label_agreement":null},{"id":"W2471509264","doi":"10.2196/mhealth.5243","title":"An Evidence-Based Antimicrobial Stewardship Smartphone App for Hospital Outpatients: Survey-based Needs Assessment Among Patients","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cambridge University Hospitals; Public Health England; NIHR Imperial Biomedical Research Centre; Imperial College Healthcare Charity; University of Cambridge; Patient Safety Translational Research Centre; Imperial College Healthcare NHS Trust; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit; Imperial College London","keywords":"Antimicrobial stewardship; Mobile apps; Smartphone app; Smartphone application; Stewardship (theology); Medicine; Variety (cybernetics); mHealth; Telemedicine; Mobile technology; Mobile device; Public health; Internet privacy; Computer science; Health care; World Wide Web; Multimedia; Nursing; Psychological intervention; Antibiotic resistance","score_opus":0.08357578286188261,"score_gpt":0.4423781982579245,"score_spread":0.3588024153960419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471509264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95164704,0.00025058628,0.01859442,0.008047294,0.002051261,0.016998118,0.0019285354,0.00040549497,0.00007727396],"genre_scores_gemma":[0.9637207,0.0005675133,0.0037322373,0.012741846,0.0006611015,0.017306093,0.00097069936,0.00014224678,0.00015759657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9905214,0.0023075049,0.002363357,0.0012669136,0.00074920023,0.0027916292],"domain_scores_gemma":[0.98897594,0.0036391548,0.0016368957,0.001256506,0.0012853789,0.0032061515],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004964111,0.00065125077,0.0010550581,0.0006154005,0.002865989,0.000043724154,0.0005241387,0.0006701889,0.00013488528],"category_scores_gemma":[0.00072122604,0.00050141005,0.00015204301,0.0008120377,0.00031136288,0.00062857935,0.00007894704,0.00083632057,0.00007904735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00136303,0.0013922142,0.93047005,0.005018384,0.00000881705,4.4580293e-7,0.00037502032,0.0000052529767,0.000027420068,0.0005261127,0.01682716,0.043986093],"study_design_scores_gemma":[0.01029095,0.003638804,0.97235316,0.0015452538,0.00005765298,1.5462834e-7,0.0001662067,0.0005681945,0.000018199074,0.00010526743,0.010723073,0.0005330691],"about_ca_topic_score_codex":0.0021283496,"about_ca_topic_score_gemma":0.0011086002,"teacher_disagreement_score":0.043453023,"about_ca_system_score_codex":0.0012656447,"about_ca_system_score_gemma":0.007921547,"threshold_uncertainty_score":0.99974376},"labels":[],"label_agreement":null},{"id":"W2472618036","doi":"10.2196/mhealth.5406","title":"Popular Mobile Phone Apps for Diet and Weight Loss: A Content Analysis","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Mobile phone; Popularity; World Wide Web; Computer science; mHealth; App store; Internet privacy; Phone; Multimedia; Medicine; Psychology; Nursing; Human–computer interaction; Telecommunications","score_opus":0.10169350115654549,"score_gpt":0.4506192058778196,"score_spread":0.34892570472127415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472618036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93138736,0.011666095,0.008439355,0.029403651,0.0007815066,0.016212426,0.0011680191,0.00038930238,0.0005522751],"genre_scores_gemma":[0.9094562,0.03485527,0.0018422668,0.009946454,0.0006808015,0.040605616,0.00018132912,0.000079655605,0.0023524207],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942526,0.000504956,0.0017685238,0.0010827071,0.000341436,0.0020497502],"domain_scores_gemma":[0.99434805,0.0011329779,0.0008452587,0.0007719861,0.00035009868,0.0025516339],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002102163,0.00042455946,0.0011334971,0.0005030111,0.0022920412,0.000014735528,0.00021028865,0.00044905132,0.00022438918],"category_scores_gemma":[0.00017151404,0.00029428853,0.0001577569,0.0007798697,0.00023070067,0.00017958923,0.00011836024,0.00051985425,0.000097487005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051744534,0.00081895036,0.5013785,0.017772174,0.00037776722,0.0000072117186,0.004087338,0.0000018308826,0.00017213201,0.06457508,0.060108703,0.34552586],"study_design_scores_gemma":[0.008056234,0.0014207858,0.20009907,0.00036783208,0.00064704556,0.000008346355,0.0011968081,0.0002591632,0.0000074801537,0.0034911965,0.78389853,0.000547488],"about_ca_topic_score_codex":0.0008106904,"about_ca_topic_score_gemma":0.00091154955,"teacher_disagreement_score":0.7237899,"about_ca_system_score_codex":0.00037238232,"about_ca_system_score_gemma":0.0011556441,"threshold_uncertainty_score":0.99995095},"labels":[],"label_agreement":null},{"id":"W2473651834","doi":"10.2196/mhealth.5341","title":"Deriving Requirements for Pervasive Well-Being Technology From Work Stress and Intervention Theory: Framework and Case Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coaching; Computer science; Context (archaeology); Psychological intervention; Ubiquitous computing; Knowledge management; Data science; Psychology; Human–computer interaction","score_opus":0.04624747353053111,"score_gpt":0.435826839677063,"score_spread":0.3895793661465319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473651834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884808,0.0036692407,0.0022295446,0.003222462,0.00055094523,0.0015643866,0.00005534766,0.00016366281,0.00006358437],"genre_scores_gemma":[0.9966148,0.00021659018,0.0019029516,0.00040164773,0.00015426756,0.0005042373,0.000006238143,0.00004082257,0.0001584427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997728,0.00030171132,0.0005133845,0.00073234556,0.00013621655,0.000588328],"domain_scores_gemma":[0.99781656,0.0011354687,0.0003646607,0.00038105948,0.000058892634,0.00024333679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080911536,0.00023914127,0.0003561042,0.00022262108,0.0005503302,0.000031448275,0.00014103067,0.0003526558,0.0000760539],"category_scores_gemma":[0.00024506854,0.00017999465,0.000029994679,0.00019003004,0.00021439379,0.000121139834,0.00023622355,0.00037350002,0.0000045075926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004928708,0.00044637715,0.5960804,0.00047439063,0.00007684404,0.00014813732,0.009445039,1.4026559e-8,0.000008859266,0.014421964,0.00026190435,0.3781432],"study_design_scores_gemma":[0.009841713,0.003775172,0.55943346,0.0061787665,0.00033731223,0.00042631887,0.14377292,0.000009928623,0.00010364845,0.273698,0.0015351445,0.0008876162],"about_ca_topic_score_codex":0.00030809658,"about_ca_topic_score_gemma":0.00013882025,"teacher_disagreement_score":0.3772556,"about_ca_system_score_codex":0.0000731975,"about_ca_system_score_gemma":0.000033587316,"threshold_uncertainty_score":0.73399687},"labels":[],"label_agreement":null},{"id":"W2473998792","doi":"10.2196/mhealth.5330","title":"Optimizing a Text Message Intervention to Reduce Heavy Drinking in Young Adults: Focus Group Findings","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Substance Abuse and Mental Health Services Administration; National Institute on Alcohol Abuse and Alcoholism; RTI International; U.S. Department of Health and Human Services","keywords":"Text message; Focus group; Intervention (counseling); Text messaging; Psychology; Focus (optics); Applied psychology; Computer science; Medicine; Gerontology; Clinical psychology; Internet privacy; Psychiatry; Computer network; Sociology","score_opus":0.031979499346680505,"score_gpt":0.34982127279785363,"score_spread":0.31784177345117315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473998792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99026036,0.0016536771,0.00032510352,0.005970665,0.00021356293,0.0010037118,0.0000025472193,0.00010075109,0.00046958972],"genre_scores_gemma":[0.99540514,0.0012033232,0.0018763102,0.0007258135,0.00014378388,0.0001662043,0.000010913942,0.000033755496,0.0004347727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998007,0.00007031775,0.0005396236,0.00047169713,0.00023573641,0.0006756509],"domain_scores_gemma":[0.99900705,0.000110174726,0.00011615381,0.00024736798,0.000038331287,0.00048090782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049590966,0.00022220991,0.0004550127,0.0003532208,0.00013726608,0.000020367954,0.00007453826,0.00010822472,0.000063225336],"category_scores_gemma":[0.00006256256,0.00015353721,0.0000814068,0.00035139106,0.000034900764,0.00020466592,0.000038783903,0.0001832787,0.00003213495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038610392,0.0004250126,0.6361801,0.0006952475,0.000029292212,0.00007539713,0.014393891,3.174083e-7,0.000326397,0.0006594318,0.0006666562,0.3426872],"study_design_scores_gemma":[0.016103802,0.0016520944,0.97091365,0.006023249,0.00007389051,0.00008752499,0.0033713605,0.000041322288,0.0006202714,0.00023076119,0.00055572006,0.000326343],"about_ca_topic_score_codex":0.00048105425,"about_ca_topic_score_gemma":0.003788831,"teacher_disagreement_score":0.34236085,"about_ca_system_score_codex":0.0004892603,"about_ca_system_score_gemma":0.000085199725,"threshold_uncertainty_score":0.62610656},"labels":[],"label_agreement":null},{"id":"W2474814598","doi":"10.2196/mhealth.5652","title":"Theory-Based Design and Development of a Socially Connected, Gamified Mobile App for Men About Breastfeeding (Milk Man)","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Focus group; Usability; Psychology; mHealth; Psychological intervention; Formative assessment; Personalization; Think aloud protocol; Applied psychology; App store; Developmental psychology; Medical education; Medicine; Computer science; World Wide Web; Pedagogy; Human–computer interaction; Sociology","score_opus":0.05859916055284042,"score_gpt":0.36704091250410265,"score_spread":0.3084417519512622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474814598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88280135,0.0034797562,0.077992685,0.028261175,0.00025630876,0.005626736,0.00007670446,0.00023394873,0.001271312],"genre_scores_gemma":[0.966576,0.000453066,0.031009851,0.0012168168,0.0001443636,0.00037445757,0.00000871945,0.000028438082,0.00018827997],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99826515,0.00010869909,0.0005444553,0.0003574335,0.0002275115,0.0004967358],"domain_scores_gemma":[0.99802816,0.0008174348,0.00039883648,0.00013462808,0.00017891085,0.00044204324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017865493,0.00019392782,0.00046362114,0.00012686974,0.00030375802,0.000019595464,0.00006967975,0.00013555493,0.000041128464],"category_scores_gemma":[0.00011153367,0.0001285535,0.000037528513,0.00010451304,0.00015816285,0.00013890419,0.000024287088,0.00011700754,0.0000029154457],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062354123,0.00027909427,0.0045920033,0.0047660326,0.00009097223,0.000002650005,0.004002135,0.000002088234,0.0033249476,0.0071426583,0.0010451612,0.9685168],"study_design_scores_gemma":[0.047443032,0.011046797,0.84401226,0.005270118,0.00089857925,0.00032165344,0.004863224,0.0021798173,0.009208053,0.0059614405,0.06717157,0.001623434],"about_ca_topic_score_codex":0.000041467287,"about_ca_topic_score_gemma":0.000008956456,"teacher_disagreement_score":0.96689343,"about_ca_system_score_codex":0.00008971435,"about_ca_system_score_gemma":0.0015959067,"threshold_uncertainty_score":0.52422595},"labels":[],"label_agreement":null},{"id":"W2479066671","doi":"10.2196/mhealth.5846","title":"Popular Nutrition-Related Mobile Apps: A Feature Assessment","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ciência sem Fronteiras; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"mHealth; Android (operating system); App store; eHealth; Computer science; Popularity; Serving size; Psychological intervention; Internet privacy; World Wide Web; Medicine; Health care; Psychology; Environmental health","score_opus":0.04962295800647825,"score_gpt":0.46675991100883274,"score_spread":0.4171369530023545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479066671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7533398,0.021573849,0.002231012,0.1529398,0.0037204467,0.04238918,0.0010794062,0.0020718814,0.020654576],"genre_scores_gemma":[0.8736231,0.038405705,0.0037306552,0.013537721,0.0013714221,0.060464133,0.0002661751,0.00014456695,0.008456524],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935603,0.00096280134,0.0016480312,0.001042019,0.0005321557,0.0022546514],"domain_scores_gemma":[0.994656,0.0007008353,0.0008576179,0.00092549965,0.0003129107,0.002547116],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001888876,0.00046148198,0.00082575437,0.00035111376,0.0027509674,0.000016399003,0.00030145436,0.00075829955,0.00075758266],"category_scores_gemma":[0.00009565725,0.00032722208,0.00011094292,0.0006766359,0.00018689549,0.00025230442,0.00012918051,0.0014148727,0.00060024334],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000500052,0.0013747064,0.0800373,0.015983064,0.000048644844,0.000016271666,0.0018555532,8.590407e-7,0.00027295644,0.13645652,0.3217579,0.44169617],"study_design_scores_gemma":[0.005174507,0.0005556403,0.07924404,0.0009767504,0.00005072385,0.000021899734,0.0010041386,0.000051006034,0.0000026346572,0.0048532924,0.9076972,0.00036813508],"about_ca_topic_score_codex":0.0002702078,"about_ca_topic_score_gemma":0.00017815254,"teacher_disagreement_score":0.5859393,"about_ca_system_score_codex":0.00086497626,"about_ca_system_score_gemma":0.0027947517,"threshold_uncertainty_score":0.999918},"labels":[],"label_agreement":null},{"id":"W2479243904","doi":"10.2196/mhealth.5241","title":"Usage and Dose Response of a Mobile Acceptance and Commitment Therapy App: Secondary Analysis of the Intervention Arm of a Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Valio; Suomalainen Lääkäriseura Duodecim; Tekes","keywords":"Randomized controlled trial; Acceptance and commitment therapy; Mobile phone; Psychological intervention; Mobile apps; Intervention (counseling); mHealth; Psychology; Medicine; Computer science; Nursing; World Wide Web; Surgery","score_opus":0.03900173908833673,"score_gpt":0.40274202186727337,"score_spread":0.36374028277893666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479243904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99091095,0.004143201,0.000801208,0.0005612243,0.00023769769,0.0030698862,0.00010927851,0.0000070447263,0.0001594926],"genre_scores_gemma":[0.99557346,0.0003808375,0.000016642833,0.00008198164,0.000019221678,0.0033623555,0.0000020837776,0.0000070446654,0.0005563913],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9957458,0.002360747,0.001309814,0.00024116744,0.00016346113,0.00017902907],"domain_scores_gemma":[0.996784,0.0013796146,0.0012955699,0.00033878125,0.0000845162,0.00011757555],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003561164,0.00013469631,0.0015446275,0.00028254456,0.00009219298,0.000007097704,0.00010988791,0.000084198226,0.00150917],"category_scores_gemma":[0.0000897431,0.00006731563,0.00048932474,0.0002654902,0.00032691285,0.00003997048,0.00004618137,0.000103837076,3.1133766e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9358535,0.0009952318,0.0012363765,0.000193458,0.0008130036,3.124222e-7,0.0017865251,2.4360267e-7,0.00005881556,0.004160998,0.00026020018,0.05464134],"study_design_scores_gemma":[0.8895871,0.0020808831,0.10504571,0.0002031022,0.0006674946,0.0000022001404,0.00085244665,0.000069228765,0.00011454673,0.0009841193,0.00031212115,0.00008101288],"about_ca_topic_score_codex":0.00017863615,"about_ca_topic_score_gemma":0.00006779961,"teacher_disagreement_score":0.10380934,"about_ca_system_score_codex":0.000018397903,"about_ca_system_score_gemma":0.00008579727,"threshold_uncertainty_score":0.9994036},"labels":[],"label_agreement":null},{"id":"W2481568562","doi":"10.2196/mhealth.6002","title":"Evaluating an Adaptive and Interactive mHealth Smoking Cessation and Medication Adherence Program: A Randomized Pilot Feasibility Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins Bloomberg School of Public Health; National Institute on Drug Abuse; Centers for Disease Control and Prevention; Bloomberg Philanthropies; Johns Hopkins University; World Health Organization","keywords":"mHealth; Smoking cessation; Psychological intervention; Randomized controlled trial; Medicine; Abstinence; Varenicline; Behavior change; Family medicine; Nursing; Psychiatry","score_opus":0.23892441195401098,"score_gpt":0.5089694877961429,"score_spread":0.27004507584213194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481568562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99198085,0.00027061283,0.000549137,0.0013088288,0.00015964083,0.005529993,0.000010468996,0.00013741273,0.000053052554],"genre_scores_gemma":[0.99760145,0.0004663976,0.00062344864,0.00028458645,0.00014019695,0.00080960843,0.00002886617,0.00002322197,0.0000222178],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99648756,0.0010955536,0.0007145936,0.00074102235,0.0005542111,0.00040704303],"domain_scores_gemma":[0.9976973,0.00055788393,0.0005626892,0.0002937401,0.00026323867,0.0006251641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045781736,0.00024156686,0.000669342,0.00018244958,0.0003905985,0.0000480784,0.000052931096,0.000108348395,0.000024441004],"category_scores_gemma":[0.00048162296,0.00016164758,0.000027569362,0.00018753916,0.00026070696,0.000416065,0.000042629617,0.00032120448,4.602521e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034847356,0.00120573,0.440611,0.00048270827,0.000030209538,0.0000022850936,0.007313221,7.866917e-8,0.000083918654,0.00016414824,0.000009657433,0.51524967],"study_design_scores_gemma":[0.074296825,0.01242503,0.90808845,0.00036677602,0.00036317398,0.000032048047,0.0029626996,0.00080531766,0.0000157779,0.00049229426,0.000004695771,0.00014692247],"about_ca_topic_score_codex":0.0010002326,"about_ca_topic_score_gemma":0.00019350808,"teacher_disagreement_score":0.51510274,"about_ca_system_score_codex":0.00031095956,"about_ca_system_score_gemma":0.0004908033,"threshold_uncertainty_score":0.6591797},"labels":[],"label_agreement":null},{"id":"W2483584304","doi":"10.2196/mhealth.5193","title":"The Era of Smartphones: Back to Our Biological Makeup?","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Environmental health; Medicine; Business; Computer science; Psychology","score_opus":0.11477833656321035,"score_gpt":0.4729780511843416,"score_spread":0.35819971462113126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483584304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7259533,0.0024165076,0.0011397657,0.25353482,0.0018203313,0.010693893,0.0002921074,0.00021811765,0.0039311596],"genre_scores_gemma":[0.9531397,0.015281813,0.0012680171,0.019791871,0.0009214334,0.0069643017,0.000016581665,0.000051451476,0.0025648219],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99450725,0.00089353166,0.0017258815,0.0006479675,0.00033789166,0.0018874843],"domain_scores_gemma":[0.99442434,0.0016228535,0.0006904626,0.00085662946,0.00030843352,0.0020972595],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026009337,0.0002979755,0.0006239118,0.00011538178,0.0022109335,0.000008461639,0.0003874143,0.00036221748,0.00016384682],"category_scores_gemma":[0.0004157409,0.00015267383,0.000076809716,0.0005324176,0.00015040275,0.00007561866,0.00017984172,0.00080573995,0.0012501888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013555154,0.0002398787,0.10550581,0.003120278,0.000016864818,0.000001543286,0.0016570537,3.5215933e-7,0.00027076848,0.051173743,0.21371536,0.6229428],"study_design_scores_gemma":[0.0016945385,0.0006366175,0.28132823,0.00036237523,0.000011702302,0.000005367846,0.0015376913,0.000005967938,0.000012957204,0.0017945907,0.7124134,0.00019658903],"about_ca_topic_score_codex":0.00048242864,"about_ca_topic_score_gemma":0.0005995343,"teacher_disagreement_score":0.6227462,"about_ca_system_score_codex":0.00025834035,"about_ca_system_score_gemma":0.0020419965,"threshold_uncertainty_score":0.99952745},"labels":[],"label_agreement":null},{"id":"W2484616632","doi":"10.2196/mhealth.5742","title":"Prioritizing the mHealth Design Space: A Mixed-Methods Analysis of Smokers’ Perspectives","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"mHealth; Focus group; Smoking cessation; Brainstorming; Qualitative research; Psychology; Medicine; Applied psychology; Psychological intervention; Medical education; Computer science; Nursing","score_opus":0.08889686915922461,"score_gpt":0.4518422788227709,"score_spread":0.36294540966354627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484616632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96837115,0.0016722161,0.01930845,0.009498364,0.00017226364,0.00071735354,0.00001849948,0.000065881126,0.0001758042],"genre_scores_gemma":[0.9915824,0.0023109617,0.0052773687,0.00047292915,0.00013390635,0.00005561833,0.000007032912,0.000022402384,0.00013740423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754846,0.00064202823,0.00051057397,0.00041889923,0.00037961104,0.00050040055],"domain_scores_gemma":[0.9979091,0.00068359345,0.0003576687,0.00045811618,0.00018981536,0.00040166592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026502032,0.0001876688,0.0006150814,0.0004456389,0.00030007458,0.000015122127,0.00009432764,0.00014075037,0.00004385067],"category_scores_gemma":[0.0002073992,0.00010473754,0.00014317615,0.0010552744,0.0002042002,0.000084414336,0.000029401366,0.0002526403,0.0000011371266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010283462,0.0005376004,0.5729531,0.0012930242,0.0005354272,0.000010471469,0.026852569,0.000003409942,0.0020896352,0.0066288323,0.0013017853,0.3867658],"study_design_scores_gemma":[0.0010719228,0.0005606777,0.98900896,0.00012872872,0.0016197854,0.000019942765,0.006582705,0.00012358489,0.0002081174,0.00017607774,0.00039042998,0.00010904919],"about_ca_topic_score_codex":0.0003332996,"about_ca_topic_score_gemma":0.000033066917,"teacher_disagreement_score":0.4160559,"about_ca_system_score_codex":0.00028441183,"about_ca_system_score_gemma":0.000624065,"threshold_uncertainty_score":0.4271073},"labels":[],"label_agreement":null},{"id":"W2485583722","doi":"10.2196/mhealth.5115","title":"Mobile Apps for Weight Management: A Scoping Review","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Weight management; Overweight; Weight loss; Pace; Mobile apps; Obesity; Intervention (counseling); mHealth; Medicine; Public health; Internet privacy; Business; Computer science; Gerontology; Psychological intervention; Nursing; World Wide Web","score_opus":0.1437539221824994,"score_gpt":0.5445536155616851,"score_spread":0.40079969337918575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485583722","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.9100602e-7,0.8951936,0.0004920334,0.0009406572,0.0012223079,0.0951626,0.000772319,0.00037869907,0.005837532],"genre_scores_gemma":[2.1944209e-7,0.7113736,0.0010988081,0.0074934387,0.0011459667,0.27473548,0.00056032167,0.00021017961,0.003381944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9876185,0.0014777482,0.005055895,0.0019244263,0.0005179639,0.0034054455],"domain_scores_gemma":[0.98965824,0.002227368,0.0033433614,0.0017109957,0.00029390043,0.002766111],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004142188,0.0011440108,0.005027963,0.0006249095,0.0031246084,0.000019133999,0.0007029526,0.001151539,0.00048304512],"category_scores_gemma":[0.00013702766,0.00083530636,0.0005609204,0.0008894327,0.00015809877,0.00015935884,0.00031603753,0.0016668192,0.0011786274],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017339116,0.000041071762,0.0000018752673,0.47301942,0.000019938121,0.0000013816926,0.000034621044,1.8310169e-9,1.0387392e-9,0.005205605,0.038950812,0.48270795],"study_design_scores_gemma":[0.0007916725,0.00015665314,0.0000019042099,0.42863786,0.0005206259,0.0000124228845,0.000023421111,6.318295e-7,2.1991644e-9,0.00029669472,0.56920266,0.00035540687],"about_ca_topic_score_codex":0.000030602932,"about_ca_topic_score_gemma":0.000040531446,"teacher_disagreement_score":0.53025186,"about_ca_system_score_codex":0.00093025534,"about_ca_system_score_gemma":0.0074269422,"threshold_uncertainty_score":0.9995991},"labels":[],"label_agreement":null},{"id":"W2489072374","doi":"10.2196/mhealth.5284","title":"Psychologist in a Pocket: Lexicon Development and Content Validation of a Mobile-Based App for Depression Screening","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Lexicon; Mental health; Psychology; Experience sampling method; Mood; mHealth; Mobile technology; Schema (genetic algorithms); Psychological intervention; Mental lexicon; Applied psychology; Mobile device; Clinical psychology; Computer science; Artificial intelligence; Psychiatry; Social psychology; World Wide Web; Machine learning","score_opus":0.18816322870522056,"score_gpt":0.46615574620349887,"score_spread":0.2779925174982783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489072374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870168,0.0012158331,0.007783331,0.0015072791,0.00026159477,0.0017976392,0.00007715078,0.00004067997,0.00029969768],"genre_scores_gemma":[0.99478257,0.000017943394,0.0029337632,0.0006877086,0.000026768495,0.0012891529,0.000028991926,0.000019502157,0.00021359645],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99805886,0.00012539016,0.00081484084,0.00041567627,0.00012586622,0.00045938493],"domain_scores_gemma":[0.99888504,0.00023115959,0.00036529356,0.00018662821,0.00005297119,0.00027889453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076013844,0.00015018991,0.00029876252,0.00022659756,0.00011288144,0.000011499438,0.00007654429,0.00011754482,0.0000295907],"category_scores_gemma":[0.000034055996,0.00011303287,0.000037181708,0.000117182426,0.00009688205,0.000100687525,0.000026780821,0.00009010972,0.000005356388],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018689025,0.0008175584,0.076528154,0.0015811608,0.000011747183,0.000001942196,0.00092870987,7.1866253e-7,0.000105310784,0.003324857,0.00035870672,0.9144722],"study_design_scores_gemma":[0.0158995,0.0041725268,0.963096,0.0027155038,0.000025395759,0.000025237185,0.0012602553,0.00006796084,0.0043533063,0.0012715141,0.0067031546,0.0004096099],"about_ca_topic_score_codex":0.00016810246,"about_ca_topic_score_gemma":0.00010020883,"teacher_disagreement_score":0.9140626,"about_ca_system_score_codex":0.00010890188,"about_ca_system_score_gemma":0.0001420085,"threshold_uncertainty_score":0.46093467},"labels":[],"label_agreement":null},{"id":"W2490995915","doi":"10.2196/mhealth.5418","title":"Using Personal Mobile Phones to Assess Dietary Intake in Free-Living Adolescents: Comparison of Face-to-Face Versus Telephone Training","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Soy Nutrition Institute","keywords":"Medicine; Phone; mHealth; Descriptive statistics; Mobile phone; Face-to-face; Intervention (counseling); Multimedia; Computer science; Psychological intervention; Nursing","score_opus":0.22062203481022055,"score_gpt":0.441388617276679,"score_spread":0.22076658246645844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2490995915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154,0.003010231,0.00036134056,0.0036042458,0.0004217613,0.00085171225,0.000098430166,0.000028179844,0.0000840679],"genre_scores_gemma":[0.9958756,0.00052321574,0.0022688212,0.00093372155,0.000274562,0.00006482203,0.0000060931916,0.000022258397,0.000030891846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980857,0.000071804476,0.0005236038,0.0003637812,0.0003492065,0.0006059318],"domain_scores_gemma":[0.998781,0.00022184747,0.0001353848,0.00016841466,0.0000836322,0.0006097125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038324343,0.00018984369,0.000642782,0.0001904761,0.00015404625,0.0000074441537,0.00008482573,0.00008818112,0.00003057446],"category_scores_gemma":[0.00013731381,0.00015089787,0.00005348529,0.00036339022,0.00007095008,0.00007838364,0.00010698607,0.00020195627,0.0000067786505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011274515,0.0030544277,0.73226136,0.00945789,0.000108229775,0.000034039273,0.04522325,0.00010237091,0.00665265,0.000080537604,0.010895903,0.18085481],"study_design_scores_gemma":[0.0070912377,0.0032861196,0.94656914,0.006026474,0.00006334453,0.000019037469,0.033377297,0.00039083546,0.00013214964,0.000031376043,0.0026898936,0.00032308366],"about_ca_topic_score_codex":0.0006756646,"about_ca_topic_score_gemma":0.00047599222,"teacher_disagreement_score":0.21430779,"about_ca_system_score_codex":0.00028695975,"about_ca_system_score_gemma":0.0002491526,"threshold_uncertainty_score":0.6153437},"labels":[],"label_agreement":null},{"id":"W2493064215","doi":"10.2196/mhealth.5659","title":"Taking mHealth Forward: Examining the Core Characteristics","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mobile phone; Internet privacy; The Internet; Computer science; Relevance (law); Conversation; Mobile technology; Population; Mobile device; Business; Telecommunications; World Wide Web; Medicine; Psychology; Psychological intervention","score_opus":0.16558440061959442,"score_gpt":0.473356840887532,"score_spread":0.3077724402679376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2493064215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91640097,0.0025882344,0.0022474972,0.05464606,0.0026038727,0.00982739,0.00041770007,0.0007155906,0.0105527],"genre_scores_gemma":[0.95023245,0.010280294,0.0005083751,0.027161354,0.0020705068,0.007507291,0.000059397204,0.00011276274,0.0020675748],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99215174,0.0009394247,0.0022865369,0.0010330675,0.0006141138,0.0029751172],"domain_scores_gemma":[0.99099904,0.0029505165,0.0021229032,0.0012480922,0.0003475558,0.0023318694],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042100432,0.0005207667,0.00089965767,0.00026644397,0.005358903,0.00002602856,0.0005353222,0.00050701125,0.0006761565],"category_scores_gemma":[0.00072817045,0.00030241473,0.00008264288,0.00062221073,0.00035419135,0.00022928654,0.00018834925,0.0015011549,0.00057860865],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000395383,0.0001383465,0.22134964,0.0049119126,0.000018640148,0.0000057390425,0.002836862,1.6322605e-7,0.00008968244,0.055374242,0.03133924,0.68354017],"study_design_scores_gemma":[0.001976968,0.00035468332,0.6579208,0.0006209376,0.000057923135,0.000023273758,0.001079833,0.000067855406,0.0000020721284,0.001572777,0.3360093,0.00031358298],"about_ca_topic_score_codex":0.0005874352,"about_ca_topic_score_gemma":0.0003977529,"teacher_disagreement_score":0.6832266,"about_ca_system_score_codex":0.0006839199,"about_ca_system_score_gemma":0.0035024043,"threshold_uncertainty_score":0.9999428},"labels":[],"label_agreement":null},{"id":"W2496749922","doi":"10.2196/mhealth.3726","title":"Variations in the Use of mHealth Tools: The VA Mobile Health Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Spouse; Preparedness; Mental health; Family caregivers; Caregiver burden; Medicine; Veterans Affairs; Gerontology; Health care; Psychological intervention; Psychology; Family medicine; Psychiatry; Dementia; Disease","score_opus":0.22955611005943413,"score_gpt":0.5000266413496387,"score_spread":0.2704705312902046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496749922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.838943,0.0034767373,0.0017405752,0.101115085,0.0011686559,0.051894844,0.0006999583,0.00026268917,0.0006984313],"genre_scores_gemma":[0.9270803,0.008826461,0.0004966241,0.025386916,0.0004819431,0.037253305,0.00004238294,0.00006507829,0.00036698926],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98651505,0.0059196358,0.0034008825,0.0009404087,0.0008680971,0.0023559292],"domain_scores_gemma":[0.98685306,0.007971673,0.0018715357,0.0018549379,0.0003282989,0.0011204848],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009261239,0.00046335688,0.0010493795,0.0004118753,0.003377067,0.0000376846,0.0007634543,0.0002966821,0.0001526689],"category_scores_gemma":[0.0006553138,0.00023395562,0.00010555814,0.0015453028,0.00030535684,0.0004416619,0.00018459736,0.0014875252,0.00010023994],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062265346,0.002979829,0.2615913,0.0047720163,0.000034937126,0.000004580765,0.03955277,0.000015145365,0.000007634568,0.06944654,0.059061598,0.561911],"study_design_scores_gemma":[0.003315472,0.0021193833,0.6342303,0.0003598505,0.00004557095,0.000010577882,0.010137625,0.00009394993,2.9181098e-7,0.0010109966,0.3484404,0.00023554557],"about_ca_topic_score_codex":0.0074743615,"about_ca_topic_score_gemma":0.008060819,"teacher_disagreement_score":0.5616755,"about_ca_system_score_codex":0.00066945836,"about_ca_system_score_gemma":0.0057999613,"threshold_uncertainty_score":0.9998362},"labels":[],"label_agreement":null},{"id":"W2499386313","doi":"10.2196/mhealth.5700","title":"Overcoming Barriers: Adolescents’ Experiences Using a Mobile Phone Dietary Assessment App","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Umeå Universitet; Vetenskapsrådet; Vårdalstiftelsen","keywords":"Usability; Mobile phone; mHealth; Phone; Applied psychology; Psychology; Perception; Medicine; Gerontology; Computer science; Psychological intervention; Nursing; Human–computer interaction","score_opus":0.058245623293175466,"score_gpt":0.39794528297458204,"score_spread":0.3396996596814066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499386313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321014,0.003523039,0.00015798358,0.0018827777,0.00025228522,0.0006073468,0.00002193652,0.000056051478,0.0002884137],"genre_scores_gemma":[0.992644,0.0028412743,0.001322544,0.0024751858,0.0004381064,0.00019236913,0.0000054650764,0.000016329133,0.000064687905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984419,0.00004971428,0.0003397497,0.0003459486,0.00030662163,0.00051607605],"domain_scores_gemma":[0.9988717,0.00005300566,0.00011423833,0.00016341076,0.000057869456,0.000739792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023903619,0.00016677841,0.0003648854,0.00006920895,0.0004360728,0.000013314821,0.000047260186,0.00006879267,0.000135436],"category_scores_gemma":[0.000021175676,0.0001086001,0.00005852972,0.00012615489,0.00013196183,0.000106832296,0.00005758077,0.00013456197,0.000006678122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024134573,0.0013891017,0.87017554,0.007990075,0.00010760194,0.00010315018,0.0072406866,0.0000016614052,0.0030008452,0.00055022846,0.016733356,0.09029429],"study_design_scores_gemma":[0.014387976,0.00368882,0.8914368,0.0044973735,0.00021456169,0.00024055674,0.031122645,0.0005576888,0.00019695118,0.0005395409,0.05232151,0.00079558796],"about_ca_topic_score_codex":0.0002099898,"about_ca_topic_score_gemma":0.000012720103,"teacher_disagreement_score":0.0894987,"about_ca_system_score_codex":0.00023508671,"about_ca_system_score_gemma":0.00036649633,"threshold_uncertainty_score":0.44285834},"labels":[],"label_agreement":null},{"id":"W2505731970","doi":"10.2196/mhealth.4878","title":"The Empowering Role of Mobile Apps in Behavior Change Interventions: The Gray Matters Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department for Employment and Learning, Northern Ireland; Utah State University","keywords":"Randomized controlled trial; Psychological intervention; Behavior change; Mobile apps; mHealth; Psychology; Computer science; Internet privacy; Applied psychology; Medicine; Social psychology; World Wide Web; Psychiatry","score_opus":0.07176347080119677,"score_gpt":0.4723972257789968,"score_spread":0.4006337549778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505731970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81364733,0.021891167,0.00014377035,0.036914714,0.0020413937,0.12432521,0.000095065436,0.00014288836,0.00079847395],"genre_scores_gemma":[0.65025264,0.018323632,0.000043910204,0.0028894988,0.00040345223,0.32768345,0.00000890835,0.000033802145,0.00036072178],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9909891,0.0032191921,0.0035312884,0.00048187442,0.00040002767,0.0013785063],"domain_scores_gemma":[0.9898352,0.0067134025,0.0018949938,0.00075820956,0.00017993103,0.00061825506],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010668051,0.00031648288,0.0016713619,0.00025301817,0.0018044207,0.000015340775,0.0004069098,0.00026318984,0.00014609504],"category_scores_gemma":[0.00049189606,0.00014083754,0.00037161558,0.0003916974,0.00044470295,0.00013882089,0.00012888793,0.0007797168,0.000049922688],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.72332317,0.00073112006,0.007136538,0.0031336285,0.000048706464,0.0000012909577,0.0060795345,3.5288429e-7,0.000035142086,0.025245158,0.0025574714,0.23170792],"study_design_scores_gemma":[0.905651,0.0005323516,0.015323651,0.0011737001,0.000156129,0.000003304246,0.0048104026,0.00005123889,0.0000021396797,0.001669243,0.07042322,0.00020366398],"about_ca_topic_score_codex":0.0013027039,"about_ca_topic_score_gemma":0.00144848,"teacher_disagreement_score":0.23150425,"about_ca_system_score_codex":0.0002646257,"about_ca_system_score_gemma":0.0009644107,"threshold_uncertainty_score":0.9994951},"labels":[],"label_agreement":null},{"id":"W2507694190","doi":"10.2196/mhealth.6020","title":"Quantifying App Store Dynamics: Longitudinal Tracking of Mental Health Apps","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"App store; Android (operating system); Mental health; mHealth; Download; Mobile apps; World Wide Web; Internet privacy; Medicine; Psychology; Psychological intervention; Computer science; Psychiatry","score_opus":0.13551218345802216,"score_gpt":0.4678542506626651,"score_spread":0.332342067204643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507694190","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96378285,0.0049912925,0.0014269943,0.022229632,0.0023613994,0.0014825016,0.00084055215,0.00021205004,0.0026727282],"genre_scores_gemma":[0.9972595,0.00027275883,0.0003767318,0.0007692068,0.00014518392,0.000104918894,0.000063388645,0.00005290055,0.0009553974],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962886,0.00027173478,0.0012934036,0.00065986335,0.00034568796,0.0011406847],"domain_scores_gemma":[0.99767876,0.00016601481,0.000783122,0.00044746502,0.00007103974,0.0008535962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010227247,0.0002914941,0.00061042747,0.00029790815,0.00040651247,0.000025208037,0.00022678757,0.00014196832,0.0002133701],"category_scores_gemma":[0.000024938052,0.00023128558,0.00013297643,0.00028876815,0.0002414355,0.00027775887,0.00008382895,0.0002699287,0.000113653055],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060369546,0.0011386481,0.090136126,0.0030682732,0.000054586166,0.000008014076,0.0030195264,1.351757e-7,0.000012313623,0.094342895,0.0069844658,0.80063134],"study_design_scores_gemma":[0.0068338504,0.00655313,0.96113896,0.0039046935,0.000048413494,0.0003558102,0.0056712357,0.00010284688,0.00004457808,0.0026447305,0.011914386,0.00078737095],"about_ca_topic_score_codex":0.0009766658,"about_ca_topic_score_gemma":0.0013408919,"teacher_disagreement_score":0.87100285,"about_ca_system_score_codex":0.0006879323,"about_ca_system_score_gemma":0.00032695662,"threshold_uncertainty_score":0.9431552},"labels":[],"label_agreement":null},{"id":"W2509336247","doi":"10.2196/mhealth.6034","title":"An Evaluation of a Smartphone–Assisted Behavioral Weight Control Intervention for Adolescents: Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartphone application; Weight control; Intervention (counseling); Behavior change; mHealth; Weight loss; Behavioral analysis; Pilot trial; Behavioral activation; Psychology; Medicine; Clinical psychology; Psychological intervention; Computer science; Applied psychology; Randomized controlled trial; Psychiatry; Multimedia; Obesity; Social psychology","score_opus":0.18562820559409585,"score_gpt":0.5293913602457095,"score_spread":0.34376315465161367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509336247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967739,0.0005045995,0.004428379,0.0018602113,0.00084745925,0.02397749,0.0004003142,0.00015247427,0.000090072],"genre_scores_gemma":[0.96612877,0.00024856243,0.00028121425,0.0010696662,0.00047344298,0.03155858,0.00009074618,0.00005844025,0.00009056507],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99256593,0.002564318,0.0021600358,0.00078418106,0.00071125897,0.0012142658],"domain_scores_gemma":[0.99482477,0.00043264867,0.001400351,0.00078656507,0.001273377,0.0012822825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007345406,0.0003184799,0.00074649655,0.0003337601,0.0012033379,0.000008932529,0.0002453493,0.00020488673,0.0001775653],"category_scores_gemma":[0.00018035939,0.00023645925,0.00008111367,0.00032705264,0.000110113775,0.00027203435,0.000038384816,0.00039294641,0.00003273364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005559738,0.010095298,0.4780754,0.0059807627,0.000024031751,4.6771868e-7,0.0015837571,8.085674e-7,0.00042353218,0.00155831,0.0022565438,0.49444133],"study_design_scores_gemma":[0.032636765,0.012367854,0.9476808,0.0008050009,0.00039357986,0.0000022266302,0.0016975774,0.00043464793,0.0000068107524,0.00071449927,0.0030198984,0.00024039361],"about_ca_topic_score_codex":0.0013592119,"about_ca_topic_score_gemma":0.0029449489,"teacher_disagreement_score":0.49420092,"about_ca_system_score_codex":0.000741205,"about_ca_system_score_gemma":0.0020842515,"threshold_uncertainty_score":0.9642528},"labels":[],"label_agreement":null},{"id":"W2510814766","doi":"10.2196/mhealth.5720","title":"Beyond the Randomized Controlled Trial: A Review of Alternatives in mHealth Clinical Trial Methods","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"mHealth; Randomized controlled trial; Clinical trial; Medicine; Research design; Psychological intervention; N of 1 trial; Protocol (science); Physical therapy; Alternative medicine; Nursing; Surgery; Statistics; Internal medicine","score_opus":0.2923891409461595,"score_gpt":0.6521390428677624,"score_spread":0.3597499019216029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510814766","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025210198,0.8094268,0.00020168762,0.00811509,0.0050063427,0.1726526,0.0002145779,0.00011641462,0.004241292],"genre_scores_gemma":[0.0000037681732,0.7929499,0.0010394115,0.01190494,0.0029879012,0.18971452,0.00014048761,0.00016471888,0.0010943209],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.89447,0.07668518,0.02292743,0.0019546659,0.001079532,0.0028832166],"domain_scores_gemma":[0.90209144,0.07345596,0.018863004,0.0024948318,0.00064381276,0.0024509223],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","research_integrity"],"consensus_categories":["metaresearch","metaepi_narrow","research_integrity"],"category_scores_codex":[0.11330189,0.0014750448,0.026795285,0.001001448,0.0014316939,0.000019766358,0.0013705919,0.0018891895,0.00048595777],"category_scores_gemma":[0.013202518,0.00074540026,0.0027677491,0.0015293842,0.0011088268,0.00015694018,0.0003917102,0.0057106237,0.00015354386],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.36098164,0.00029802625,0.0000017179415,0.20575851,0.000091477465,0.0000010088229,0.000114692324,3.2532008e-9,1.0708088e-9,0.007437848,0.0041583804,0.42115667],"study_design_scores_gemma":[0.4659382,0.0006138706,0.000003834545,0.064700164,0.0009840861,0.0000039188044,0.00003665093,0.0000035798428,1.5457715e-9,0.0011677117,0.46630198,0.00024598563],"about_ca_topic_score_codex":0.00046701744,"about_ca_topic_score_gemma":0.00013907283,"teacher_disagreement_score":0.4621436,"about_ca_system_score_codex":0.00084749516,"about_ca_system_score_gemma":0.02711289,"threshold_uncertainty_score":0.99986833},"labels":[],"label_agreement":null},{"id":"W2511124304","doi":"10.2196/mhealth.5921","title":"The Effect of Smartphone Interventions on Patients With Chronic Obstructive Pulmonary Disease Exacerbations: A Systematic Review and Meta-Analysis","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"COPD; Medicine; Psychological intervention; Pulmonary disease; Exacerbation; Intensive care medicine; mHealth; Meta-analysis; Disease; Public health; Disease management; Physical therapy; Internal medicine; Pathology; Nursing","score_opus":0.06193216645765108,"score_gpt":0.41063452262057487,"score_spread":0.3487023561629238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511124304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017432933,0.98169214,0.000007410689,0.0005637826,0.0000372072,0.01618538,0.0012500649,0.000028205523,0.00006146328],"genre_scores_gemma":[0.0018309291,0.9910824,0.000008969494,0.000087098866,0.000050300117,0.0057127727,0.00040049126,0.000070991,0.0007560796],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9937407,0.0021367848,0.0017206725,0.00089500024,0.00085369986,0.00065318187],"domain_scores_gemma":[0.99403757,0.0017053654,0.0015452853,0.0013249351,0.00028789387,0.0010989706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013213004,0.0007091313,0.0070205927,0.0005359563,0.00043009172,0.000031111256,0.000240053,0.00014111726,0.00013506581],"category_scores_gemma":[0.00040054484,0.00030741363,0.0019434359,0.0011192288,0.0004547668,0.00010000758,0.00013406166,0.00057653175,0.000018464529],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020551808,0.00015735025,0.00034309167,0.9357228,0.023676822,0.000011609159,0.000008773374,5.995088e-8,1.0439446e-9,0.00007941886,0.000052962907,0.039741587],"study_design_scores_gemma":[0.000809784,0.0011262319,0.018809013,0.17595981,0.7994805,0.000021065309,0.0000077484165,0.00000509605,1.3573594e-8,0.000021361568,0.0034763683,0.0002830029],"about_ca_topic_score_codex":0.00003048481,"about_ca_topic_score_gemma":0.000022447475,"teacher_disagreement_score":0.7758037,"about_ca_system_score_codex":0.0009390334,"about_ca_system_score_gemma":0.0013076614,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W2512858127","doi":"10.2196/mhealth.5411","title":"Increasing Nonsedentary Behaviors in University Students Using Text Messages: Randomized Controlled Trial","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Sitting; Randomized controlled trial; Psychological intervention; Intervention (counseling); Physical therapy; Sedentary behavior; Physical activity; Short Message Service; Medicine; Psychology; Computer science; Nursing","score_opus":0.055281616128164866,"score_gpt":0.4001412775515155,"score_spread":0.34485966142335067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512858127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99111295,0.00015035628,0.000060392224,0.0028918453,0.00019089198,0.005306299,0.000012120664,0.000048531918,0.00022661012],"genre_scores_gemma":[0.99750674,0.0011181287,0.0001857108,0.0006791645,0.00022392785,0.00003970938,0.000005197892,0.000018272223,0.00022316366],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99661475,0.0012609683,0.0006634397,0.00040608438,0.00044393085,0.00061081105],"domain_scores_gemma":[0.9974011,0.0012709834,0.00034200304,0.00021057639,0.000047037254,0.00072827324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022381514,0.00022184462,0.0020383752,0.00030520395,0.00026234888,0.000014804048,0.00009979171,0.00015160021,0.000042630112],"category_scores_gemma":[0.00021304478,0.00014587522,0.00018772532,0.00024161035,0.00020023114,0.00020531242,0.00006312151,0.0003517272,0.000007163771],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9710141,0.0017226471,0.023561371,0.00030393674,0.00003785909,0.0000483081,0.00049879326,1.5614704e-7,0.00021928767,0.00017325766,0.000031562886,0.0023887593],"study_design_scores_gemma":[0.9673037,0.0007971851,0.030340267,0.0004695966,0.00030999293,0.000029247427,0.00033231513,0.000080791375,0.0000076089623,0.000110749555,0.00007637894,0.00014215008],"about_ca_topic_score_codex":0.0035945703,"about_ca_topic_score_gemma":0.00027336393,"teacher_disagreement_score":0.0067788973,"about_ca_system_score_codex":0.00057892257,"about_ca_system_score_gemma":0.00085049774,"threshold_uncertainty_score":0.59486187},"labels":[],"label_agreement":null},{"id":"W2513206624","doi":"10.2196/mhealth.5873","title":"Retrofit Weight-Loss Outcomes at 6, 12, and 24 Months and Characteristics of 12-Month High Performers: A Retrospective Analysis","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Medicine; Body mass index; Obesity; Weight management; Coaching; Weight change; Retrospective cohort study; Physical therapy; Gerontology; Psychology; Surgery; Internal medicine","score_opus":0.039610905620942556,"score_gpt":0.3897106871574803,"score_spread":0.35009978153653776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513206624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978601,0.0012356276,0.00020445901,0.014012649,0.00045297216,0.0036372845,0.0009411814,0.00012314519,0.00079173147],"genre_scores_gemma":[0.9637092,0.02807739,0.00061033963,0.002847743,0.00031013123,0.0020841092,0.00009626778,0.00005992773,0.0022049155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99411714,0.0005455491,0.0020341708,0.0010960145,0.00052556925,0.0016815731],"domain_scores_gemma":[0.99405783,0.0011101502,0.0015363788,0.0008355131,0.00030506466,0.0021550402],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017078088,0.0005082491,0.0017601731,0.0005842554,0.0019463362,0.00001318144,0.00018941176,0.0005385879,0.0002985049],"category_scores_gemma":[0.0002844848,0.00035478434,0.00012049308,0.00056237075,0.00044653128,0.00022901366,0.0002513422,0.0007557024,0.000029849123],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005540676,0.000105380685,0.9642973,0.0028508932,0.00010493055,0.0000025496581,0.0012973633,3.4597733e-8,0.000023099052,0.0066354675,0.002001494,0.022127409],"study_design_scores_gemma":[0.0031161385,0.00061071827,0.97797066,0.00021954169,0.0004076152,0.000006160535,0.00031665488,0.000063133935,0.000004766386,0.00073282275,0.016253037,0.00029876633],"about_ca_topic_score_codex":0.0020197106,"about_ca_topic_score_gemma":0.0029668363,"teacher_disagreement_score":0.026841762,"about_ca_system_score_codex":0.0007198969,"about_ca_system_score_gemma":0.0009747244,"threshold_uncertainty_score":0.9998904},"labels":[],"label_agreement":null},{"id":"W2513265059","doi":"10.2196/mhealth.5961","title":"The Quality and Accuracy of Mobile Apps to Prevent Driving After Drinking Alcohol","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Queensland University of Technology","keywords":"Mobile apps; Quality (philosophy); Alcohol consumption; mHealth; Mobile device; Computer science; Internet privacy; Alcohol; Environmental health; Applied psychology; Psychology; Medicine; Psychiatry; World Wide Web; Psychological intervention","score_opus":0.06544409126131738,"score_gpt":0.4237436964633501,"score_spread":0.3582996052020327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513265059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896769,0.0034173834,0.000030638974,0.005585827,0.00008423505,0.0010539511,0.0000023598814,0.000030705585,0.00011803512],"genre_scores_gemma":[0.99358845,0.004266638,0.00023482331,0.0011474318,0.00009685772,0.00025608018,0.0000013604923,0.000013832827,0.0003945242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986297,0.000083452665,0.00044039078,0.00024974282,0.00021078878,0.00038595378],"domain_scores_gemma":[0.998482,0.00062572665,0.00017164918,0.00029598083,0.000048819275,0.00037583342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356822,0.00013490919,0.0003312002,0.00005655129,0.00016910916,0.000011065332,0.000050253486,0.00005119999,0.000020882095],"category_scores_gemma":[0.000111168,0.00006675403,0.000042530646,0.00010301976,0.00007370839,0.00007514721,0.000042495114,0.000082184706,0.0000064438505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004541414,0.00011193099,0.7553398,0.0003050206,0.000025693364,0.000003906578,0.0030007123,4.9622347e-8,0.00019121188,0.00033584787,0.00026549,0.23996617],"study_design_scores_gemma":[0.0016265799,0.0003802658,0.9918156,0.00042818533,0.000046084693,0.000009726478,0.00058802735,0.0000020054533,0.00032171834,0.00022551691,0.004466699,0.00008958824],"about_ca_topic_score_codex":0.000037609596,"about_ca_topic_score_gemma":0.00025804335,"teacher_disagreement_score":0.23987658,"about_ca_system_score_codex":0.000081895116,"about_ca_system_score_gemma":0.00014388516,"threshold_uncertainty_score":0.27221504},"labels":[],"label_agreement":null},{"id":"W2514540481","doi":"10.2196/mhealth.6041","title":"“Please Don’t Send Us Spam!” A Participative, Theory-Based Methodology for Developing an mHealth Intervention","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Thematic analysis; Psychological intervention; Focus group; Mobile phone; Theory of planned behavior; Intervention (counseling); Psychology; Qualitative research; Applied psychology; Medical education; Medicine; Nursing; Computer science","score_opus":0.30859205855276467,"score_gpt":0.563054861472164,"score_spread":0.2544628029193993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514540481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63369846,0.0010918473,0.31824407,0.031672496,0.0013860607,0.0123863295,0.00061866007,0.00055291655,0.0003491855],"genre_scores_gemma":[0.874134,0.0018756231,0.051104706,0.033110145,0.0012853674,0.03700937,0.00034584568,0.00017973849,0.00095517293],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98699397,0.005675451,0.0025320472,0.0013831045,0.0003850869,0.003030362],"domain_scores_gemma":[0.9884208,0.005720126,0.0015514403,0.0009715916,0.00057824934,0.0027577942],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010663799,0.0005711712,0.0011450163,0.0005053789,0.0030778076,0.000020393714,0.0003707143,0.0006391377,0.00036070767],"category_scores_gemma":[0.0012410271,0.00042790204,0.00016335449,0.00053242414,0.00029795073,0.00033672957,0.00010605188,0.00082454435,0.00011946815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058891554,0.000782807,0.05865863,0.019652974,0.000043996082,0.0000043791138,0.0028247451,0.0000041186145,0.00015892973,0.3663557,0.00668279,0.5389418],"study_design_scores_gemma":[0.027081208,0.0053346637,0.3064609,0.0026285497,0.00039024695,0.000024585375,0.0039194166,0.0018896639,0.00020487075,0.08550438,0.5648949,0.0016666258],"about_ca_topic_score_codex":0.0011672099,"about_ca_topic_score_gemma":0.0027324287,"teacher_disagreement_score":0.5582121,"about_ca_system_score_codex":0.0010118936,"about_ca_system_score_gemma":0.0053379857,"threshold_uncertainty_score":0.99981725},"labels":[],"label_agreement":null},{"id":"W2515409362","doi":"10.2196/mhealth.5855","title":"Physical Activity, Mind Wandering, Affect, and Sleep: An Ecological Momentary Assessment","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Loneliness; Psychology; Evening; Experience sampling method; Context (archaeology); Psychological intervention; Mood; Psychosocial; Boredom; Cognition; mHealth; Clinical psychology; Developmental psychology; Psychiatry; Social psychology","score_opus":0.08792938421770755,"score_gpt":0.4122471365394716,"score_spread":0.3243177523217641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515409362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995464,0.000030713178,0.00027283304,0.0033588326,0.00015222811,0.00036307142,0.000019612055,0.000055633118,0.00028305384],"genre_scores_gemma":[0.99873865,0.0002623775,0.00010203685,0.0005200321,0.0001903015,0.000047347745,0.000001883016,0.00001335929,0.00012400642],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982771,0.00024432634,0.0001479885,0.00059876835,0.00022660918,0.00050518865],"domain_scores_gemma":[0.9989694,0.00020277039,0.000107574175,0.00017815764,0.0000096919075,0.0005324269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027859982,0.00017680463,0.0002439191,0.00007040811,0.00037493117,0.000048525442,0.00008392,0.000073717034,0.000045439065],"category_scores_gemma":[0.000024484123,0.00011421535,0.000030758994,0.00008416792,0.00014516021,0.0002639667,0.00008427875,0.00019059448,0.000009517526],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030518466,0.0027031351,0.018353514,0.0005980653,0.000008627774,0.000041082116,0.0007884226,0.000001663147,0.15369478,0.0022149489,0.0004963138,0.8207943],"study_design_scores_gemma":[0.0021758196,0.0031016085,0.98166424,0.000067295856,0.000032574935,0.000083223706,0.00010035121,0.0024647824,0.007749057,0.0010506856,0.0011621593,0.00034823045],"about_ca_topic_score_codex":0.000026001071,"about_ca_topic_score_gemma":0.000020562573,"teacher_disagreement_score":0.9633107,"about_ca_system_score_codex":0.00008955067,"about_ca_system_score_gemma":0.00007915336,"threshold_uncertainty_score":0.46575668},"labels":[],"label_agreement":null},{"id":"W2518716523","doi":"10.2196/mhealth.5787","title":"A Context-Sensing Mobile Phone App (Q Sense) for Smoking Cessation: A Mixed-Methods Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council","keywords":"Smoking cessation; mHealth; Context (archaeology); Phone; Mobile phone; Craving; Psychology; Medicine; Applied psychology; Computer science; Psychological intervention; Addiction; Psychiatry","score_opus":0.07116539065620958,"score_gpt":0.44558619047014786,"score_spread":0.3744207998139383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2518716523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815672,0.0003667991,0.013386177,0.0014282301,0.00061451126,0.0023584745,0.000019406696,0.00015996487,0.000099228346],"genre_scores_gemma":[0.99580204,0.00012681182,0.0020454144,0.0009895598,0.00044248556,0.00026649534,0.000020791626,0.00004149692,0.00026490047],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99791247,0.00025687585,0.00053791015,0.00048043614,0.00029832535,0.00051397644],"domain_scores_gemma":[0.99840075,0.00042265648,0.00025964517,0.00031788085,0.000192811,0.00040626744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016917373,0.00020874702,0.00047727293,0.00017743792,0.00037632833,0.000029103725,0.000038297152,0.00014469225,0.000033153614],"category_scores_gemma":[0.000109168854,0.00014840024,0.000067714354,0.00022017166,0.00006936651,0.00010509875,0.000026368609,0.00018287926,0.0000021329558],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047409756,0.00035473713,0.081021324,0.0006230595,0.000026135336,0.00001015363,0.0036056489,1.9533122e-7,0.000552767,0.000089051486,0.0012295273,0.9120133],"study_design_scores_gemma":[0.014884074,0.0036296789,0.9519654,0.0005381454,0.0005321678,0.00023236258,0.012616446,0.00015279384,0.0012752077,0.0003818602,0.013372503,0.00041937325],"about_ca_topic_score_codex":0.00019493495,"about_ca_topic_score_gemma":0.000052002855,"teacher_disagreement_score":0.9115939,"about_ca_system_score_codex":0.00023359942,"about_ca_system_score_gemma":0.00031572612,"threshold_uncertainty_score":0.6051586},"labels":[],"label_agreement":null},{"id":"W2520316485","doi":"10.2196/mhealth.6187","title":"User-Centered Design of a Tablet Waiting Room Tool for Complex Patients to Prioritize Discussion Topics for Primary Care Visits","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Agency for Healthcare Research and Quality","keywords":"Primary care; Medicine; Computer science; Medical emergency; Nursing; Family medicine","score_opus":0.23731766436589222,"score_gpt":0.4489667444844306,"score_spread":0.21164908011853836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520316485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81214434,0.0021581384,0.06940213,0.05125777,0.0024690619,0.055591147,0.0062628007,0.00044300672,0.00027158624],"genre_scores_gemma":[0.93770975,0.0003059073,0.04990853,0.006146355,0.0004206979,0.004368059,0.0006033728,0.00009534276,0.0004419991],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99533546,0.0008470709,0.0016368345,0.0006062051,0.00036127598,0.0012131695],"domain_scores_gemma":[0.9948263,0.0016773983,0.0009263919,0.0008042602,0.0011016316,0.0006639784],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00060025,0.0003038735,0.0007201739,0.00019848226,0.0015032495,0.000012177254,0.00039185208,0.0002757235,0.000017222714],"category_scores_gemma":[0.00063942716,0.00020082781,0.00008883489,0.000217635,0.00004103512,0.00021590239,0.00027451987,0.0002805862,0.0000078210705],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006026437,0.0005909449,0.37587157,0.066763856,0.000040844017,4.7576762e-7,0.037110656,0.000008311439,0.0007088979,0.0043125036,0.026021121,0.48254436],"study_design_scores_gemma":[0.025534369,0.0064826636,0.7197332,0.008364714,0.00012868374,0.0000015762987,0.010705059,0.0007869639,0.000092110706,0.0012110578,0.22583474,0.0011249043],"about_ca_topic_score_codex":0.000101627054,"about_ca_topic_score_gemma":0.00007163682,"teacher_disagreement_score":0.48141947,"about_ca_system_score_codex":0.0007100765,"about_ca_system_score_gemma":0.0014186517,"threshold_uncertainty_score":0.9997966},"labels":[],"label_agreement":null},{"id":"W2520812783","doi":"10.2196/mhealth.5437","title":"Acceptance and Commitment Therapy in Daily Life Training: A Feasibility Study of an mHealth Intervention","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Acceptance and commitment therapy; mHealth; Medicine; Observational study; Quality of life (healthcare); Population; Physical therapy; Intervention (counseling); Psychological intervention; Family medicine; Psychology; Nursing","score_opus":0.19557298719869573,"score_gpt":0.47269086229174234,"score_spread":0.27711787509304664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520812783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544406,0.00076338946,0.00045650866,0.0013854703,0.00032871892,0.0013070002,0.00003871128,0.000033692762,0.00024244381],"genre_scores_gemma":[0.99812096,0.00008459945,0.000034762295,0.0003106174,0.00006148783,0.0012194233,0.0000043098134,0.000017090433,0.00014672003],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968834,0.00095040246,0.0009584128,0.0005671647,0.0001911111,0.00044954606],"domain_scores_gemma":[0.9983923,0.00012339455,0.00042790227,0.00048645365,0.00005676376,0.00051320245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001412898,0.00018936704,0.0004915702,0.00021051537,0.00016346094,0.000017036296,0.00016485396,0.00010092173,0.00091753603],"category_scores_gemma":[0.00002587604,0.00013278183,0.000056816763,0.00020511108,0.000098801065,0.0001432558,0.00004419424,0.00020698215,0.0000043158366],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00192505,0.008654522,0.31261766,0.00035805776,0.000032581815,0.000004929449,0.018269993,2.0547012e-7,0.0000048571314,0.008085494,0.00078317366,0.6492635],"study_design_scores_gemma":[0.007840017,0.006279841,0.9667388,0.00014727759,0.000010786281,0.0000063275975,0.01667567,0.000018354755,0.0000033855006,0.0018135901,0.00034702767,0.000118885604],"about_ca_topic_score_codex":0.0011626856,"about_ca_topic_score_gemma":0.0024110898,"teacher_disagreement_score":0.65412116,"about_ca_system_score_codex":0.000086323285,"about_ca_system_score_gemma":0.00012983549,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W2522568241","doi":"10.2196/mhealth.6281","title":"Physical Activity Assessment Between Consumer- and Research-Grade Accelerometers: A Comparative Study in Free-Living Conditions","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; University of Delaware","keywords":"Physical activity; Activity monitor; Metabolic equivalent; Medicine; Physical therapy; Energy expenditure; Actigraphy; Sedentary behavior; Pedometer; Waist; Exercise intensity; Cardiorespiratory fitness; Physical medicine and rehabilitation; Body mass index; Blood pressure; Heart rate; Internal medicine; Circadian rhythm","score_opus":0.3706174458936628,"score_gpt":0.558765616259474,"score_spread":0.18814817036581116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522568241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833957,0.00010426494,0.000035005844,0.014047121,0.00004097139,0.001905715,0.00011992087,0.000048772778,0.00030252952],"genre_scores_gemma":[0.99886763,0.00029291015,0.00010254691,0.00016690431,0.00025715053,0.00022973408,0.0000053796066,0.000016675358,0.000061073864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968049,0.00094927393,0.00029830053,0.0005809475,0.00052335137,0.000843219],"domain_scores_gemma":[0.9959189,0.0025539123,0.00013366822,0.00036019328,0.00008667559,0.00094664254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012267125,0.00020912594,0.0008962304,0.00032618787,0.00042088743,0.0000319903,0.00009717043,0.00009390156,0.000014497608],"category_scores_gemma":[0.000109786626,0.0001505263,0.000039203896,0.00046259863,0.00047539338,0.0003588141,0.00016193716,0.0009490072,0.000008676512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004952368,0.01719096,0.91218215,0.0021446245,0.00011424865,0.00003562368,0.012845327,1.0410195e-7,0.0015654687,0.0025383926,0.0020765173,0.04881133],"study_design_scores_gemma":[0.003200542,0.003624077,0.9886546,0.0004312178,0.000048049595,0.000007758742,0.0014535079,0.00006032293,0.0000506327,0.0021428515,0.00018914655,0.00013729348],"about_ca_topic_score_codex":0.0013745396,"about_ca_topic_score_gemma":0.0006215584,"teacher_disagreement_score":0.07647243,"about_ca_system_score_codex":0.0004145275,"about_ca_system_score_gemma":0.0007549005,"threshold_uncertainty_score":0.6138285},"labels":[],"label_agreement":null},{"id":"W2523545797","doi":"10.2196/mhealth.5227","title":"An mHealth Intervention Using a Smartphone App to Increase Walking Behavior in Young Adults: A Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pedometer; mHealth; Physical therapy; Activity monitor; Smartphone app; Medicine; Physical activity; Intervention (counseling); Randomized controlled trial; Mobile apps; Gerontology; Psychology; Physical medicine and rehabilitation; Psychological intervention; Computer science; Internal medicine","score_opus":0.084643922936159,"score_gpt":0.42571257452423206,"score_spread":0.3410686515880731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523545797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943916,0.00013925586,0.00032194908,0.0013029235,0.000194585,0.003406706,0.00004134754,0.00013931195,0.000062293184],"genre_scores_gemma":[0.9973175,0.00015374883,0.00054129737,0.0010917748,0.00041121265,0.00038059364,0.00001773776,0.000051507228,0.000034614215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99617976,0.0005355357,0.00092460937,0.0008320571,0.00045624428,0.0010717872],"domain_scores_gemma":[0.99700713,0.00012217177,0.00029005448,0.0005058744,0.00010960669,0.0019651877],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014271762,0.00032287365,0.0008669032,0.0005115599,0.00031814928,0.0000298483,0.00012751704,0.00009396223,0.000034302226],"category_scores_gemma":[0.00009984223,0.00024667024,0.000057995676,0.0005960384,0.00006247853,0.00040362417,0.00007834396,0.00048780633,0.000022680488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015168343,0.034993883,0.69656104,0.0035154596,0.000019308605,0.00010276783,0.0057043224,6.6629167e-7,0.0027840238,0.000157427,0.00008144655,0.24091129],"study_design_scores_gemma":[0.00839157,0.030335948,0.95802945,0.0011432847,0.00009273517,0.00007523289,0.0013543689,0.00019338165,0.000025265845,0.000079969876,0.000035658122,0.00024311895],"about_ca_topic_score_codex":0.026847819,"about_ca_topic_score_gemma":0.016904254,"teacher_disagreement_score":0.2614684,"about_ca_system_score_codex":0.00088713557,"about_ca_system_score_gemma":0.000666803,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2525050280","doi":"10.2196/mhealth.5992","title":"Baseline Motivation Type as a Predictor of Dropout in a Healthy Eating Text Messaging Program","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Dropout (neural networks); Odds; Odds ratio; Logistic regression; Descriptive statistics; Psychology; Baseline (sea); Applied psychology; Gerontology; Computer science; Medicine; Statistics; Mathematics; Internal medicine","score_opus":0.09769183745639451,"score_gpt":0.4675532419164647,"score_spread":0.3698614044600702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525050280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051166,0.0011818517,0.00008809517,0.004410754,0.00043646147,0.0013298391,0.000040277086,0.00011865445,0.0018824362],"genre_scores_gemma":[0.9970341,0.0002948525,0.00052053994,0.0010146183,0.00013839772,0.0003134722,0.000026549167,0.0000305154,0.00062699104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970727,0.000412389,0.0010532076,0.00045590973,0.00021398725,0.0007918145],"domain_scores_gemma":[0.9983603,0.0002293215,0.00043826978,0.00030682998,0.0001285226,0.00053680094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011226443,0.00018663229,0.00039039343,0.00032936188,0.00015011865,0.000009477239,0.00011464108,0.0001773081,0.00054482155],"category_scores_gemma":[0.00015445406,0.00014200414,0.000054311426,0.00052231294,0.000099699704,0.00014095064,0.000033623357,0.00029296707,0.000055441673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011482004,0.0011008172,0.525198,0.00086299924,0.000006996806,0.0000051319817,0.0016643271,1.3176832e-7,0.000030624138,0.004999299,0.001709692,0.4632738],"study_design_scores_gemma":[0.003088408,0.005191274,0.9844541,0.00085778715,0.000017926586,0.000018135479,0.00071171246,0.00008604844,0.0000065306253,0.00034909105,0.0050522666,0.0001667138],"about_ca_topic_score_codex":0.0022725177,"about_ca_topic_score_gemma":0.0003327277,"teacher_disagreement_score":0.46310708,"about_ca_system_score_codex":0.00017412347,"about_ca_system_score_gemma":0.000474682,"threshold_uncertainty_score":0.5965414},"labels":[],"label_agreement":null},{"id":"W2525448552","doi":"10.2196/mhealth.5716","title":"Measuring Users’ Receptivity Toward an Integral Intervention Model Based on mHealth Solutions for Patients With Treatment-Resistant Schizophrenia (m-RESIST): A Qualitative Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Intervention (counseling); Schizophrenia (object-oriented programming); Focus group; Qualitative research; Medicine; Receptivity; Psychology; Clinical psychology; Nursing; Applied psychology; Psychiatry; Psychological intervention","score_opus":0.16527020898755046,"score_gpt":0.4266507421015434,"score_spread":0.26138053311399295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525448552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871733,0.00011098252,0.0032070293,0.0034509664,0.00006823414,0.0052511487,0.0005807842,0.0001294799,0.000028075248],"genre_scores_gemma":[0.99216646,0.00007124004,0.0055016982,0.00016801414,0.00009030568,0.001619148,0.00021337265,0.00006199593,0.00010778444],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99588895,0.0007512471,0.000621278,0.00090111437,0.0006965636,0.0011408459],"domain_scores_gemma":[0.9970073,0.00038459708,0.00029985874,0.0005596722,0.00036053927,0.0013880377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012554083,0.00044963494,0.00071821123,0.00042525324,0.0007135099,0.00004378792,0.000106117535,0.00011206439,0.000018309425],"category_scores_gemma":[0.00016198523,0.0002570215,0.00015775087,0.00026275916,0.00014272364,0.00024758303,0.000030321913,0.00022951573,0.000008240942],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5471094,0.043174848,0.057644986,0.0023269628,0.0005433741,0.000026172744,0.02080438,0.00003559818,0.00004839601,0.0027129892,0.00036487455,0.32520798],"study_design_scores_gemma":[0.12793788,0.14974576,0.70198387,0.0014200931,0.00068794173,0.000003966422,0.008922268,0.007173096,0.000047197344,0.0013827007,0.00005609556,0.00063913164],"about_ca_topic_score_codex":0.0008283412,"about_ca_topic_score_gemma":0.004382031,"teacher_disagreement_score":0.6443389,"about_ca_system_score_codex":0.0016716163,"about_ca_system_score_gemma":0.0016501041,"threshold_uncertainty_score":0.9999882},"labels":[],"label_agreement":null},{"id":"W2526066647","doi":"10.2196/mhealth.6023","title":"Evaluating Patient Usability of an Image-Based Mobile Health Platform for Postoperative Wound Monitoring","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Surgical site infection prevention","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Usability; mHealth; Session (web analytics); Medicine; Population; User experience design; Multimedia; Medical physics; Computer science; Human–computer interaction; World Wide Web; Nursing","score_opus":0.10723507182631757,"score_gpt":0.47107198087550634,"score_spread":0.36383690904918875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526066647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99337494,0.0002481119,0.0013358108,0.0011811368,0.0002288894,0.0034646231,0.00005609761,0.00006443735,0.00004594676],"genre_scores_gemma":[0.99131817,0.00006464352,0.0072335065,0.0004944787,0.00013482374,0.0006811796,0.000028643373,0.000020584595,0.00002398534],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99787253,0.00020191679,0.0007617946,0.00039629155,0.0003207874,0.0004466938],"domain_scores_gemma":[0.99796313,0.00043130963,0.00040491548,0.0002721572,0.0003180171,0.0006104483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016826496,0.00015844949,0.00044982752,0.00011011096,0.0002684181,0.000011299304,0.000037741964,0.00009259696,0.00011724969],"category_scores_gemma":[0.00022605907,0.00010800002,0.00008379132,0.0001577297,0.00009568232,0.00021914412,0.000017103566,0.00013980526,0.0000028775248],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017089638,0.0007131549,0.024675185,0.001889893,0.000011947327,7.0051107e-7,0.0008266618,0.000010327316,0.0032849833,0.00009548458,0.000022680697,0.96676004],"study_design_scores_gemma":[0.029721962,0.11525475,0.80680585,0.0027423901,0.00019396862,0.0000955988,0.0027282482,0.0053234305,0.029180618,0.0019825147,0.005158494,0.00081218575],"about_ca_topic_score_codex":0.00025471122,"about_ca_topic_score_gemma":0.000020820704,"teacher_disagreement_score":0.9659478,"about_ca_system_score_codex":0.00053453393,"about_ca_system_score_gemma":0.0008431547,"threshold_uncertainty_score":0.4404113},"labels":[],"label_agreement":null},{"id":"W2528757135","doi":"10.2196/mhealth.5987","title":"Using Knowledge Translation to Craft “Sticky” Social Media Health Messages That Provoke Interest, Raise Awareness, Impart Knowledge, and Inspire Change","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Craft; Social media; Knowledge translation; Psychology; Internet privacy; Computer science; Knowledge management; World Wide Web; Art; Visual arts","score_opus":0.5829245139656735,"score_gpt":0.53486686853878,"score_spread":0.0480576454268935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2528757135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88166475,0.011876626,0.00023307187,0.095971614,0.004825147,0.0047019557,0.00008409573,0.00024422345,0.00039851633],"genre_scores_gemma":[0.986311,0.005783473,0.0005364703,0.0013498883,0.004705444,0.0011965128,0.000017956738,0.000057210702,0.000042002197],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955035,0.0012355121,0.0007349532,0.0007189456,0.0004114596,0.0013956234],"domain_scores_gemma":[0.99509513,0.002141596,0.00043712364,0.00021228372,0.0002448051,0.0018690815],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026835308,0.0003410527,0.0006749682,0.0003960236,0.0024439085,0.00008883778,0.0002276342,0.00044551704,0.000039514915],"category_scores_gemma":[0.00092018564,0.00029416135,0.000059331407,0.0007368466,0.00048692728,0.00058617967,0.00006968722,0.00038740897,0.000024352708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010299296,0.00019471595,0.03511979,0.0015328089,0.000007355554,6.9575816e-7,0.32094207,2.4856114e-8,0.000013099156,0.0024997129,0.0025243415,0.6370624],"study_design_scores_gemma":[0.0026751026,0.0005688625,0.7107184,0.0015618328,0.0000843901,0.000006898011,0.017930044,0.00007295337,0.000024077546,0.0020682712,0.26334816,0.0009410277],"about_ca_topic_score_codex":0.005436611,"about_ca_topic_score_gemma":0.04916027,"teacher_disagreement_score":0.67559856,"about_ca_system_score_codex":0.0010537526,"about_ca_system_score_gemma":0.005018591,"threshold_uncertainty_score":0.99995106},"labels":[],"label_agreement":null},{"id":"W2530571894","doi":"10.2196/mhealth.6189","title":"Breadth of Coverage, Ease of Use, and Quality of Mobile Point-of-Care Tool Information Summaries: An Evaluation","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Chicago; University of Illinois at Urbana-Champaign","keywords":"Usability; Computer science; Point (geometry); Point of care; Mobile device; Quality (philosophy); Quality Score; Medicine; Ranking (information retrieval); MEDLINE; Information retrieval; World Wide Web; Nursing; Mathematics; Operations management","score_opus":0.12396933758432677,"score_gpt":0.487483025668031,"score_spread":0.3635136880837042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530571894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884577,0.0012863822,0.00077031093,0.00042820597,0.00017416477,0.0065197307,0.0019521064,0.000032942393,0.0003784519],"genre_scores_gemma":[0.9899911,0.006140465,0.0007938777,0.00065856247,0.00006197734,0.001999734,0.00030951604,0.000018731142,0.00002602571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99407136,0.0012390229,0.0031414193,0.00032658267,0.0006177056,0.0006039314],"domain_scores_gemma":[0.99225,0.0015599177,0.003065631,0.00069349905,0.0017665229,0.0006643849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040114573,0.00021856031,0.0009093131,0.00031727098,0.0003641032,0.0000044975945,0.00014321154,0.0003186905,0.00011653581],"category_scores_gemma":[0.0008473151,0.00016941474,0.000060679657,0.00037056138,0.000271256,0.00087898714,0.000076167526,0.00027791024,0.0000040753857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026052776,0.00042591646,0.47743618,0.074250914,0.000021956394,7.340003e-8,0.014656216,0.000009810331,0.00043378334,0.03373105,0.0011375129,0.3952913],"study_design_scores_gemma":[0.0062450026,0.0019905218,0.972109,0.0013193532,0.00009275682,0.0000012615,0.005709195,0.0001601111,0.0002065417,0.0015271356,0.01040535,0.00023373844],"about_ca_topic_score_codex":0.004360376,"about_ca_topic_score_gemma":0.00080976414,"teacher_disagreement_score":0.49467283,"about_ca_system_score_codex":0.00019350462,"about_ca_system_score_gemma":0.0037517971,"threshold_uncertainty_score":0.69085324},"labels":[],"label_agreement":null},{"id":"W2531425100","doi":"10.2196/mhealth.6286","title":"A Review of Persuasive Principles in Mobile Apps for Chronic Arthritis Patients: Opportunities for Improvement","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; App store; mHealth; Compliance (psychology); Disease management; Alternative medicine; Physical therapy; Disease; Internet privacy; Health management system; Psychology; Nursing; Computer science; World Wide Web; Psychological intervention; Social psychology","score_opus":0.21435521992642678,"score_gpt":0.5059201468432141,"score_spread":0.29156492691678726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531425100","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026023237,0.91544944,0.000116443385,0.001110394,0.0006390402,0.07643469,0.0058362875,0.000070731854,0.00031692855],"genre_scores_gemma":[0.000004670986,0.72823846,0.00031897353,0.0033164837,0.00050565065,0.26558468,0.0014597329,0.00012204562,0.0004493014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99003226,0.00074265926,0.0054925242,0.001161889,0.000346581,0.0022240682],"domain_scores_gemma":[0.9899899,0.002678968,0.004283715,0.0009283197,0.00079456926,0.0013245655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035641622,0.0007845237,0.004247277,0.00057738315,0.00095396163,0.000007266036,0.00041765132,0.0008108132,0.00011440909],"category_scores_gemma":[0.0004610333,0.0006087717,0.0004793736,0.0003865776,0.00017743888,0.00012810556,0.00016148199,0.0008934812,0.000019175583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042497588,0.00012095104,0.000010370033,0.4672375,0.000012282428,1.6302019e-7,0.00008542814,1.0585487e-8,1.1046089e-8,0.0025467447,0.009636446,0.5203076],"study_design_scores_gemma":[0.002366436,0.0015338209,0.000017829043,0.2679378,0.0001585862,0.0000012964575,0.00022075442,0.0000025324757,3.2716798e-8,0.00014878585,0.7273062,0.00030593236],"about_ca_topic_score_codex":0.00010783607,"about_ca_topic_score_gemma":0.00035461172,"teacher_disagreement_score":0.7176697,"about_ca_system_score_codex":0.0019032878,"about_ca_system_score_gemma":0.017165734,"threshold_uncertainty_score":0.99963635},"labels":[],"label_agreement":null},{"id":"W2532713515","doi":"10.2196/mhealth.5863","title":"Text Message-Based Intervention Targeting Alcohol Consumption Among University Students: Findings From a Formative Development Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Folkhälsomyndigheten; Public Health Agency","keywords":"Short Message Service; Formative assessment; Focus group; Psychological intervention; Intervention (counseling); Descriptive statistics; mHealth; Psychology; Text messaging; Qualitative research; Behavior change; Medical education; Data collection; Computer science; Applied psychology; Medicine; World Wide Web; Nursing; Social psychology; Mathematics education","score_opus":0.07284232707426595,"score_gpt":0.4394711555999381,"score_spread":0.36662882852567213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532713515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850387,0.00024723064,0.0046011093,0.0015377867,0.0004153785,0.0075661354,0.0001429707,0.00027813864,0.00017258234],"genre_scores_gemma":[0.9943256,0.0005430327,0.0007124579,0.0012476351,0.00014685889,0.0022399055,0.0001552429,0.00004201107,0.0005872659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99416745,0.0014906937,0.0015832842,0.0008255176,0.0005977784,0.00133526],"domain_scores_gemma":[0.99593973,0.0010243988,0.0009942634,0.000443348,0.00026481642,0.0013334121],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002948021,0.0003692094,0.000607624,0.0003768469,0.0030212544,0.000022169494,0.00035937983,0.00030873585,0.00051512424],"category_scores_gemma":[0.00014058908,0.00029580307,0.00007176128,0.0003575873,0.00014272911,0.00042691047,0.00021401592,0.00074683595,0.00039063275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064654247,0.0007994321,0.9511869,0.0015537185,0.00003275059,0.0000037682832,0.0070860614,4.5999258e-7,0.00001998011,0.0002934873,0.003558698,0.03481819],"study_design_scores_gemma":[0.0100646885,0.00036472507,0.9536638,0.0008529287,0.000063827996,3.8486897e-7,0.00854228,0.00007463172,0.000011223609,0.000077253855,0.026003398,0.00028080988],"about_ca_topic_score_codex":0.0015183942,"about_ca_topic_score_gemma":0.0020131366,"teacher_disagreement_score":0.034537382,"about_ca_system_score_codex":0.001398884,"about_ca_system_score_gemma":0.0013390363,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W2534899803","doi":"10.2196/mhealth.6425","title":"Economic Evaluation of Text-Messaging and Smartphone-Based Interventions to Improve Medication Adherence in Adolescents with Chronic Health Conditions: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Medication adherence; Psychological intervention; mHealth; Medicine; Text messaging; eHealth; Psychology; Health care; Internet privacy; Nursing; Computer science","score_opus":0.125822886220461,"score_gpt":0.5287999033291929,"score_spread":0.4029770171087319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534899803","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001406493,0.9462062,0.00026506386,0.0029357113,0.0003434976,0.049420044,0.0005456573,0.00007580053,0.00006738556],"genre_scores_gemma":[0.008122461,0.90621454,0.00009917267,0.0026814705,0.00015004592,0.082291365,0.00030603292,0.00009131859,0.000043585456],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9862764,0.0045979377,0.00567852,0.0012804397,0.0007137281,0.0014529923],"domain_scores_gemma":[0.9903433,0.00074457144,0.0056020347,0.0011951844,0.00038829836,0.0017266548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010867759,0.00069894124,0.004301396,0.0010526608,0.0008149868,0.000014896732,0.00038038078,0.00045307982,0.00010676233],"category_scores_gemma":[0.00043428078,0.000517911,0.00021129825,0.0007343543,0.0001755062,0.00017011848,0.00011825487,0.0011909925,0.00014361688],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000021245041,0.00010025915,0.00021338645,0.8194028,0.000015208553,2.3357366e-7,0.00010452365,5.6464734e-7,2.8672114e-8,0.00041924184,0.00060947344,0.179113],"study_design_scores_gemma":[0.002360371,0.00069008215,0.00219225,0.97769505,0.0010015907,0.000009831781,0.000098439756,0.000081290586,2.3781723e-8,0.0000791584,0.015432687,0.00035925326],"about_ca_topic_score_codex":0.0010479245,"about_ca_topic_score_gemma":0.004764832,"teacher_disagreement_score":0.17875375,"about_ca_system_score_codex":0.0044879434,"about_ca_system_score_gemma":0.027142884,"threshold_uncertainty_score":0.99972725},"labels":[],"label_agreement":null},{"id":"W2540988163","doi":"10.2196/mhealth.5600","title":"Sexual Preferences and Presentation on Geosocial Networking Apps by Indian Men Who Have Sex With Men in Maharashtra","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"Men who have sex with men; Popularity; Internet privacy; Human immunodeficiency virus (HIV); Population; Condom; Presentation (obstetrics); Psychology; Demography; Medicine; Social psychology; Computer science; Family medicine; Sociology","score_opus":0.04827331449229426,"score_gpt":0.3953259841984735,"score_spread":0.3470526697061792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2540988163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97608304,0.0005965616,0.00008038761,0.0069446727,0.000012045186,0.0010856088,0.0000676258,0.000028584573,0.015101484],"genre_scores_gemma":[0.9826479,0.0015897785,0.000029472763,0.00030080523,0.00028924167,0.00014446146,0.00006183017,0.000017473767,0.014919067],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99823576,0.00019414583,0.00030734457,0.00035651997,0.00032646488,0.000579771],"domain_scores_gemma":[0.99902606,0.00011659725,0.00010987757,0.0001279293,0.000037542497,0.00058201345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004493377,0.00014545735,0.00028932266,0.00017333086,0.00019022974,0.00003424021,0.00005531743,0.00010115713,0.000054191893],"category_scores_gemma":[0.00002601973,0.000092649614,0.000014667915,0.00013729281,0.00012254584,0.0001412478,0.000024703939,0.00027890183,0.0000062698223],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010541243,0.00024227916,0.3847358,0.0009855062,0.00003431812,0.0000148844465,0.0039985874,2.209929e-7,0.00007797463,0.00011040857,0.14827059,0.46047533],"study_design_scores_gemma":[0.009231053,0.018593693,0.9473034,0.0016479495,0.000049424354,0.00004114922,0.007221343,0.0017875724,0.00009514553,0.00038649552,0.013291116,0.0003516557],"about_ca_topic_score_codex":0.001856098,"about_ca_topic_score_gemma":0.0017913057,"teacher_disagreement_score":0.5625676,"about_ca_system_score_codex":0.000118162185,"about_ca_system_score_gemma":0.00027344847,"threshold_uncertainty_score":0.37781417},"labels":[],"label_agreement":null},{"id":"W2543272243","doi":"10.2196/mhealth.5905","title":"Engaging Gatekeeper-Stakeholders in Development of a Mobile Health Intervention to Improve Medication Adherence Among African American and Pacific Islander Elderly Patients With Hypertension","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; National Institute on Minority Health and Health Disparities; Charles R. Drew University of Medicine and Science","keywords":"Pacific islanders; Intervention (counseling); Medication adherence; Medicine; mHealth; African american; Gerontology; Family medicine; Psychological intervention; Nursing; Environmental health; Population; Sociology","score_opus":0.060261096398228485,"score_gpt":0.3853439602075408,"score_spread":0.32508286380931234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543272243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867881,0.00032176747,0.0014047931,0.0033300172,0.00018690547,0.0076928223,0.00006220526,0.00007911787,0.00013429634],"genre_scores_gemma":[0.9854424,0.00090351247,0.0020416917,0.0011718359,0.00005799001,0.010204909,0.00005710821,0.00004611033,0.0000744301],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947812,0.000721253,0.0018742881,0.0008540565,0.00046191493,0.0013073043],"domain_scores_gemma":[0.9958832,0.00046772606,0.001350051,0.00045421673,0.0002776641,0.0015670907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022021302,0.00032481577,0.00080091105,0.0005042492,0.0008957043,0.000008851132,0.0001542671,0.00014860979,0.000029999117],"category_scores_gemma":[0.00011327542,0.0002299092,0.000029920166,0.0006600591,0.00024698474,0.0001915861,0.000091485075,0.00055429287,0.00001281906],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037141377,0.00031379322,0.2684741,0.00226898,0.000006535416,3.7330994e-7,0.007813752,3.953068e-7,0.000028598832,0.00013612161,0.00038868113,0.72019726],"study_design_scores_gemma":[0.004624401,0.0030213802,0.9665571,0.001651987,0.000013276115,0.000001164607,0.013794403,0.00003436852,0.000009277489,0.000062862506,0.009964703,0.00026509297],"about_ca_topic_score_codex":0.0033920135,"about_ca_topic_score_gemma":0.0056387265,"teacher_disagreement_score":0.71993214,"about_ca_system_score_codex":0.0006011097,"about_ca_system_score_gemma":0.0018420045,"threshold_uncertainty_score":0.93754256},"labels":[],"label_agreement":null},{"id":"W2546607358","doi":"10.2196/mhealth.6469","title":"A Brief Tool to Assess Image-Based Dietary Records and Guide Nutrition Counselling Among Pregnant Women: An Evaluation","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Medical education; Family medicine","score_opus":0.08462649853852176,"score_gpt":0.39982752688260265,"score_spread":0.31520102834408087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546607358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98339736,0.0018247284,0.0010330804,0.011252605,0.00014572268,0.0019862752,0.000107198095,0.00006476125,0.00018825852],"genre_scores_gemma":[0.9747572,0.01037506,0.005046962,0.007722179,0.000575003,0.0012641987,0.00013093375,0.000028608703,0.0000998482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980158,0.00013755857,0.00045306835,0.00041886242,0.00045479508,0.0005199016],"domain_scores_gemma":[0.9984115,0.00013273621,0.00013209632,0.00020858718,0.00037661783,0.0007384662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012090644,0.00017973628,0.00035973833,0.00012660865,0.00032335732,0.000037967664,0.000039457413,0.00008753667,0.00005712998],"category_scores_gemma":[0.00009257281,0.0001307409,0.000031046704,0.00015573722,0.00008784731,0.00028935392,0.000014205356,0.00011402138,0.0000062155873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008658802,0.003173052,0.09378297,0.013241113,0.000090508394,0.000048575846,0.0019245441,0.000003468297,0.0020336944,0.0006008474,0.062396355,0.8140461],"study_design_scores_gemma":[0.0147118475,0.00838741,0.88013643,0.0033693449,0.00018212678,0.000043871318,0.0009375979,0.0014696058,0.0001286749,0.0025977152,0.087510005,0.00052534894],"about_ca_topic_score_codex":0.0002824383,"about_ca_topic_score_gemma":0.00009697927,"teacher_disagreement_score":0.8135207,"about_ca_system_score_codex":0.0003349732,"about_ca_system_score_gemma":0.0003569612,"threshold_uncertainty_score":0.5331459},"labels":[],"label_agreement":null},{"id":"W2546819379","doi":"10.2196/mhealth.6562","title":"Sleep Quality Prediction From Wearable Data Using Deep Learning","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":244,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deep learning; Actigraphy; Computer science; Artificial intelligence; Machine learning; Wearable computer; Convolutional neural network; Raw data; Sleep (system call); Activity recognition; Medicine","score_opus":0.11299661299138844,"score_gpt":0.4252524601412962,"score_spread":0.31225584714990773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546819379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783836,0.008451518,0.0061542713,0.0016693125,0.0013231399,0.00036276638,0.00013534585,0.00020458653,0.00331543],"genre_scores_gemma":[0.9960695,0.0019904193,0.00038317472,0.00063281896,0.00038488943,0.000016944225,0.000106812884,0.000032530017,0.00038292666],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99748003,0.00050857867,0.0005019128,0.00068089773,0.00019804729,0.0006305348],"domain_scores_gemma":[0.9983788,0.00025611196,0.0002576383,0.000670713,0.000035447152,0.00040125597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008409078,0.00017092121,0.00027174066,0.000099368335,0.00043333374,0.00002175101,0.00021521357,0.00028443764,0.00066920655],"category_scores_gemma":[0.000071345705,0.00012356753,0.000029042509,0.00017590495,0.00009974187,0.00022281434,0.00009269993,0.00038746066,0.00016936229],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072406937,0.0004187,0.25265265,0.0001823021,0.00022703563,0.00000856901,0.00443218,0.000026196969,0.00020341449,0.0012867097,0.0024187458,0.7374194],"study_design_scores_gemma":[0.011558708,0.00070142065,0.91625243,0.00029326667,0.0004316137,0.000039828366,0.0061379904,0.009708418,0.000009126137,0.0025541887,0.05157955,0.0007334793],"about_ca_topic_score_codex":0.004397825,"about_ca_topic_score_gemma":0.00017953521,"teacher_disagreement_score":0.736686,"about_ca_system_score_codex":0.00008243203,"about_ca_system_score_gemma":0.00008553449,"threshold_uncertainty_score":0.73273426},"labels":[],"label_agreement":null},{"id":"W2550340844","doi":"10.2196/mhealth.5760","title":"Safe Sex Messages Within Dating and Entertainment Smartphone Apps: A Review","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Entertainment; Smartphone application; Psychology; Computer science; Advertising; Computer security; Multimedia; Business; Political science","score_opus":0.13574216716201118,"score_gpt":0.5209342661416498,"score_spread":0.3851920989796387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550340844","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016388745,0.96765006,0.000075378965,0.0052699004,0.00082564726,0.020593323,0.0005625781,0.00026750343,0.004739245],"genre_scores_gemma":[0.000011727973,0.9409912,0.00066865195,0.017923893,0.001137461,0.03503258,0.00048485713,0.00017606834,0.0035735369],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98617595,0.0032201107,0.0052547418,0.0019316958,0.0006890291,0.0027284888],"domain_scores_gemma":[0.98830956,0.0024046618,0.0040886146,0.0015139398,0.00019476416,0.0034884308],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006295066,0.0012334376,0.004898054,0.0004653249,0.0028946903,0.00002994024,0.0005063697,0.001092084,0.0005965998],"category_scores_gemma":[0.0004017562,0.00087011245,0.0002553322,0.0006787311,0.00024771574,0.00018468357,0.00048101327,0.0028878413,0.00054956],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001650078,0.00005289944,0.00007629405,0.3843887,0.00002437516,0.0000029763316,0.00023161394,3.2064131e-9,2.3195994e-8,0.0016821126,0.031171959,0.5823526],"study_design_scores_gemma":[0.0008955499,0.00018020355,0.000088328175,0.17200908,0.00044918194,0.000052878666,0.00019439969,0.0000028746306,1.5769917e-8,0.00016793827,0.8254468,0.00051279],"about_ca_topic_score_codex":0.0002783188,"about_ca_topic_score_gemma":0.0001131597,"teacher_disagreement_score":0.7942748,"about_ca_system_score_codex":0.00096089975,"about_ca_system_score_gemma":0.0068251505,"threshold_uncertainty_score":0.99941254},"labels":[],"label_agreement":null},{"id":"W2551042610","doi":"10.2196/mhealth.6611","title":"A Systematic Review of Apps using Mobile Criteria for Adolescent Pregnancy Prevention (mCAPP)","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Pregnancy; mHealth; Unintended pregnancy; Medicine; Population; Best practice; Reproductive health; Adolescent health; Checklist; Family medicine; Medical education; Psychology; Psychological intervention; Nursing; Computer science; Family planning; World Wide Web; Environmental health","score_opus":0.20812025011683197,"score_gpt":0.565163441935382,"score_spread":0.35704319181855004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551042610","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003797394,0.902503,0.0016147192,0.00021939905,0.0008240251,0.09341618,0.0011234558,0.00013629519,0.0001591362],"genre_scores_gemma":[0.0000052959444,0.8550215,0.0011024568,0.0013536772,0.00059378915,0.14069498,0.00041448403,0.0001772147,0.00063661486],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9854232,0.003205999,0.007518307,0.0012618231,0.0005417791,0.0020488838],"domain_scores_gemma":[0.9867682,0.0016789088,0.0076819337,0.0015836047,0.00069836975,0.0015889845],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045371624,0.0009370714,0.0070411344,0.0005152885,0.0013244133,0.000011606894,0.0005398389,0.0010369362,0.00018188164],"category_scores_gemma":[0.00057858566,0.00066228176,0.00073043426,0.0006975501,0.00013388076,0.00015637313,0.00017898007,0.0011367683,0.0000943667],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023420142,0.00016241516,0.0000029271828,0.770549,0.00003967782,4.3521553e-7,0.00007795927,7.037122e-9,8.797524e-8,0.0010793451,0.0031795872,0.22488514],"study_design_scores_gemma":[0.0005688615,0.00023950227,0.0000025295833,0.6076521,0.0013996593,0.00001138078,0.000048864982,0.0000068498016,3.251022e-8,0.00013503211,0.38966316,0.00027200012],"about_ca_topic_score_codex":0.000053274445,"about_ca_topic_score_gemma":0.000013562925,"teacher_disagreement_score":0.38648358,"about_ca_system_score_codex":0.0010923113,"about_ca_system_score_gemma":0.009721111,"threshold_uncertainty_score":0.99997574},"labels":[],"label_agreement":null},{"id":"W2551537001","doi":"10.2196/mhealth.6178","title":"Formative Work to Develop a Tailored HIV Testing Smartphone App for Diverse, At-Risk, HIV-Negative Men Who Have Sex With Men: A Focus Group Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Men who have sex with men; Focus group; Human immunodeficiency virus (HIV); Formative assessment; Psychology; mHealth; Medicine; Clinical psychology; Gerontology; Family medicine; Psychological intervention; Psychiatry; Sociology","score_opus":0.05299682160511441,"score_gpt":0.3682132095582715,"score_spread":0.3152163879531571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2551537001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93554974,0.00026793536,0.02399701,0.011364008,0.000027984455,0.01281585,0.00071542384,0.00021692346,0.0150451055],"genre_scores_gemma":[0.94859356,0.000099676494,0.007239819,0.0004649106,0.0002411622,0.002585986,0.000065066095,0.000068903435,0.04064093],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9965686,0.0003293198,0.0006959797,0.00065399706,0.00055440393,0.0011976656],"domain_scores_gemma":[0.9962956,0.00082668883,0.00035717722,0.00036772195,0.0006028292,0.0015500097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012834491,0.00034724217,0.00072486955,0.00034020466,0.0009553195,0.000040727726,0.00015513944,0.000093708426,0.000076195596],"category_scores_gemma":[0.0010220171,0.0002145915,0.000062102634,0.00087796256,0.00015102587,0.00024689478,0.00019312347,0.0003502432,0.000091517555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0092585785,0.0010960489,0.30361214,0.0011403513,0.00025390903,0.00003243627,0.04024267,7.2253283e-7,0.000033648164,0.000069318434,0.44400147,0.2002587],"study_design_scores_gemma":[0.036504414,0.06814448,0.80417967,0.002869339,0.0003897166,0.00006867887,0.072982356,0.002027348,0.00022598842,0.0003529379,0.011364499,0.000890592],"about_ca_topic_score_codex":0.00081568863,"about_ca_topic_score_gemma":0.0016080036,"teacher_disagreement_score":0.5005675,"about_ca_system_score_codex":0.0006609352,"about_ca_system_score_gemma":0.0006588922,"threshold_uncertainty_score":0.87507874},"labels":[],"label_agreement":null},{"id":"W2553105800","doi":"10.2196/mhealth.5996","title":"Design Considerations in Development of a Mobile Health Intervention Program: The TEXT ME and TEXTMEDS Experience","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Computer science; Personalization; Operationalization; Short Message Service; Flexibility (engineering); Health care; Process management; Knowledge management; World Wide Web; Engineering","score_opus":0.1340242215753114,"score_gpt":0.4987248963510035,"score_spread":0.36470067477569207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553105800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9236248,0.01050691,0.00988141,0.022394668,0.0004507661,0.03236767,0.000055617184,0.00026520982,0.00045292545],"genre_scores_gemma":[0.92960024,0.0040892586,0.00915644,0.0029522644,0.00008467025,0.05389405,0.000011847464,0.00003183267,0.00017941487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9940866,0.0013807007,0.0023388667,0.000610881,0.00031757087,0.0012653422],"domain_scores_gemma":[0.99573654,0.001654265,0.0010195904,0.00048625623,0.00018160016,0.00092176744],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003876257,0.00027546973,0.0006274872,0.0002756699,0.0018570144,0.000013194981,0.00015868481,0.00020607756,0.00013769552],"category_scores_gemma":[0.0002110201,0.00017119935,0.00003661052,0.00044951597,0.00032373992,0.00017455344,0.000121703015,0.0005285028,0.000027089973],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017246563,0.00051309244,0.021178657,0.0036376845,0.00000846159,8.493064e-7,0.028526567,0.0000014432666,0.00007201625,0.011708884,0.0020925913,0.9320873],"study_design_scores_gemma":[0.011448407,0.0039929845,0.7457313,0.004265529,0.000040782055,0.000054074375,0.028053122,0.00050130463,0.00012530867,0.008100241,0.19683298,0.0008539685],"about_ca_topic_score_codex":0.0007953047,"about_ca_topic_score_gemma":0.0018293324,"teacher_disagreement_score":0.93123335,"about_ca_system_score_codex":0.00043105267,"about_ca_system_score_gemma":0.0038972113,"threshold_uncertainty_score":0.99944246},"labels":[],"label_agreement":null},{"id":"W2554597153","doi":"10.2196/mhealth.6540","title":"Feasibility and Effectiveness of Using Wearable Activity Trackers in Youth: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":279,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Wearable computer; Computer science; BitTorrent tracker; Wearable technology; Applied psychology; Psychology; Artificial intelligence; Embedded system","score_opus":0.23876013421382705,"score_gpt":0.48440540078392347,"score_spread":0.24564526657009642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554597153","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030946853,0.9592007,0.000013662158,0.000083925515,0.00006050819,0.009467958,0.00016049747,0.0000251656,0.00004076666],"genre_scores_gemma":[0.027639765,0.97192603,0.000028485952,0.00010931124,0.000057334,0.00017818515,0.00001412794,0.000040672232,0.000006104599],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946333,0.0024072027,0.0012501539,0.0007261522,0.0003372954,0.00064586685],"domain_scores_gemma":[0.9963196,0.0012597812,0.0010816157,0.0005678837,0.00007527527,0.00069586694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038323358,0.0004797738,0.007604941,0.0002462363,0.00011471926,0.000008878466,0.0000925031,0.00035092904,0.00000402528],"category_scores_gemma":[0.00035537506,0.00031126745,0.00027233045,0.000509302,0.00017283804,0.00015126386,0.000059677364,0.00083010556,0.0000036691347],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017896379,0.0005234635,0.000116545394,0.9579244,0.000035328958,0.0000045921074,0.00009936735,5.780818e-9,6.8747335e-7,0.000039480266,0.0000018330613,0.04107529],"study_design_scores_gemma":[0.0010507253,0.00047954795,0.0014122814,0.9944343,0.0019458447,0.00008885652,0.00001958089,0.000007834696,4.781434e-7,0.00007875608,0.00025014265,0.00023168216],"about_ca_topic_score_codex":0.00052407663,"about_ca_topic_score_gemma":0.000029548608,"teacher_disagreement_score":0.04084361,"about_ca_system_score_codex":0.000830746,"about_ca_system_score_gemma":0.0022647427,"threshold_uncertainty_score":0.99993396},"labels":[],"label_agreement":null},{"id":"W2555726166","doi":"10.2196/mhealth.5771","title":"Benefits of Mobile Phone Technology for Personal Environmental Monitoring","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institutes of Health","keywords":"Geolocation; Global Positioning System; Mobile phone; Computer science; Mobile phone tracking; Phone; Matching (statistics); Activity tracker; Tracking (education); Mobile technology; Mobile computing; Geography; Statistics; Telecommunications; Psychology; GSM services; Mathematics; World Wide Web","score_opus":0.041494403585148845,"score_gpt":0.35965041983814977,"score_spread":0.31815601625300094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2555726166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952599,0.0023707806,0.00004652459,0.001426668,0.00017520534,0.0004656248,0.000093546725,0.00003795782,0.00012380115],"genre_scores_gemma":[0.9978364,0.0013246065,0.00020611018,0.000033047058,0.00025153684,0.00011149111,0.0000026220084,0.000007257735,0.0002269424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989714,0.000024793895,0.00023635261,0.00022394051,0.00015925399,0.0003842423],"domain_scores_gemma":[0.99950564,0.00007864655,0.00012371803,0.00007800144,0.000018545434,0.0001954223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037159998,0.0000768358,0.00017994299,0.000068549045,0.00035297943,0.0000050280028,0.000093045644,0.00011537986,0.000056768007],"category_scores_gemma":[0.000012831313,0.000057559315,0.00003432594,0.00010346817,0.0003106857,0.00011102617,0.000012140441,0.000061905186,0.0000029249939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006966032,0.00011022102,0.7847835,0.00018140835,0.0000037355483,1.3488884e-7,0.0054484387,5.1632306e-8,0.00034463702,0.00042701332,0.00004924442,0.20858197],"study_design_scores_gemma":[0.0011891989,0.00036019966,0.98334783,0.00008753311,0.000020930893,4.329197e-7,0.004077891,0.000002998551,0.0011359921,0.0009583535,0.008664365,0.0001542849],"about_ca_topic_score_codex":0.00022000204,"about_ca_topic_score_gemma":0.00013735659,"teacher_disagreement_score":0.2084277,"about_ca_system_score_codex":0.00009372372,"about_ca_system_score_gemma":0.0001728621,"threshold_uncertainty_score":0.2714868},"labels":[],"label_agreement":null},{"id":"W2556232943","doi":"10.2196/mhealth.6953","title":"Correction of: Sleep Quality Prediction From Wearable Data Using Deep Learning","year":2016,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Advanced Technologies in Various Fields","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Computer science; Sleep quality; Wearable technology; Artificial intelligence; Deep learning; Data quality; Quality (philosophy); Machine learning; Data science; Psychology; Engineering","score_opus":0.0808038199535013,"score_gpt":0.3859574811423992,"score_spread":0.30515366118889786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556232943","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017762539,0.01066454,0.9344339,0.00074005174,0.04692842,0.0006307668,0.0002170642,0.0009606096,0.0036483912],"genre_scores_gemma":[0.29601365,0.210296,0.41622463,0.0028691725,0.01581701,0.00031234746,0.0043033743,0.00058472453,0.053579085],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99623317,0.00033943428,0.00094060577,0.0012711122,0.0005200833,0.00069558533],"domain_scores_gemma":[0.9956445,0.00040112523,0.0013513506,0.0022244337,0.00014328562,0.00023527752],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010051129,0.00034663733,0.00071495766,0.00027134613,0.00050364726,0.00006356219,0.0016380021,0.0010704541,0.000013120873],"category_scores_gemma":[0.00053483323,0.00031229365,0.00004931781,0.00042573514,0.00015213742,0.0007375246,0.0013503876,0.0021527587,0.000006997237],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007052166,0.00009798745,0.0018445784,0.0013551166,0.00004630882,0.0000054531943,0.00063542905,0.00018935812,0.000032137094,0.0011796156,0.1067793,0.8877642],"study_design_scores_gemma":[0.0010063136,0.0007558173,0.009784905,0.0016077786,0.000094934854,0.000033178912,0.00026858892,0.68724644,0.000038612437,0.009419331,0.28893173,0.00081240665],"about_ca_topic_score_codex":0.0019366547,"about_ca_topic_score_gemma":0.00024786207,"teacher_disagreement_score":0.8869518,"about_ca_system_score_codex":0.00037006824,"about_ca_system_score_gemma":0.0007466793,"threshold_uncertainty_score":0.99993294},"labels":[],"label_agreement":null},{"id":"W2559712102","doi":"10.2196/mhealth.6742","title":"Mobile Phone Apps to Improve Medication Adherence: A Systematic Stepwise Process to Identify High-Quality Apps","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":283,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Sumatera Utara; Universitas Gadjah Mada; Universitas Sam Ratulangi; Karnatak University Dharwad; Universitas Hasanuddin; University of Delhi; Kerman University of Medical Sciences; Razi University; Universitas Brawijaya; Hamadan University of Medical Sciences; Osmania University; University of Calcutta; Aligarh Muslim University; Universitas Sriwijaya; University of the Punjab; Universitas Udayana; All-India Institute of Medical Sciences; Kasturba Medical College, Manipal; University of Madras; Goa University","keywords":"App store; Mobile apps; Mobile phone; Quality (philosophy); Ranking (information retrieval); Phone; mHealth; Medicine; Computer science; World Wide Web; Internet privacy; Psychological intervention; Information retrieval; Nursing","score_opus":0.07266877009652084,"score_gpt":0.5060531494447674,"score_spread":0.4333843793482466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559712102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91673255,0.002112204,0.010257068,0.019386148,0.0025280481,0.046659756,0.00063211145,0.00075712265,0.0009350017],"genre_scores_gemma":[0.86372256,0.0016020869,0.00094177655,0.015114517,0.00087818387,0.115630545,0.00006283099,0.00009496756,0.0019525327],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9894289,0.0016402539,0.0036518166,0.0015882471,0.0011065198,0.0025842616],"domain_scores_gemma":[0.9889021,0.0014365054,0.0016095047,0.0015977714,0.0007876677,0.0056664455],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0061911647,0.00058909145,0.0015296744,0.0005459256,0.002056822,0.00003279995,0.0006501308,0.0005865949,0.0003627106],"category_scores_gemma":[0.0010822893,0.00042434767,0.000091428774,0.0012494714,0.00012647329,0.0002921193,0.00022709998,0.000893752,0.0031094884],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025890856,0.0015028582,0.013765002,0.5799264,0.00008204816,0.000007430485,0.028070888,0.000005764436,0.0035786596,0.025496416,0.081251204,0.26372424],"study_design_scores_gemma":[0.035402823,0.012209532,0.59380716,0.081089936,0.0008723548,0.000063408064,0.04183571,0.00019501521,0.00061772426,0.022309776,0.20582277,0.0057737837],"about_ca_topic_score_codex":0.0017135926,"about_ca_topic_score_gemma":0.00064207683,"teacher_disagreement_score":0.5800422,"about_ca_system_score_codex":0.0010332465,"about_ca_system_score_gemma":0.0038984297,"threshold_uncertainty_score":0.9998208},"labels":[],"label_agreement":null},{"id":"W2559791434","doi":"10.2196/mhealth.6367","title":"Evaluation of Diet-Related Infographics on Pinterest for Use of Behavior Change Theories: A Content Analysis","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention","keywords":"Infographic; Content analysis; Behavior change; Behaviour change; Psychology; Content (measure theory); Applied psychology; Computer science; Multimedia; Social psychology; Sociology; Psychological intervention; Data mining; Social science; Mathematics","score_opus":0.43275494920141266,"score_gpt":0.5331649685302045,"score_spread":0.10041001932879179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559791434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974343,0.0008296517,0.0009485931,0.003385731,0.00044192883,0.018650256,0.0011684113,0.00007792379,0.00015450793],"genre_scores_gemma":[0.9518984,0.00363471,0.00035384888,0.0016919855,0.0001253484,0.042041756,0.0001253501,0.000036337493,0.00009227443],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944819,0.0011510797,0.002154754,0.00054288196,0.0007414951,0.00092788937],"domain_scores_gemma":[0.9924047,0.0023131047,0.0018520583,0.0007423696,0.0018736107,0.00081417925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054969387,0.00027066993,0.00090200466,0.0008214175,0.0006159549,0.0000045272495,0.00016480012,0.00038484007,0.00013088064],"category_scores_gemma":[0.0007945509,0.00018821341,0.0002045702,0.0010720285,0.00023346316,0.00018320847,0.000049567097,0.00035376853,0.000009269124],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034643838,0.0012671204,0.39976427,0.0070996936,0.0003422334,3.54474e-7,0.004999068,0.0000037428363,0.00010173703,0.12113077,0.0012032858,0.46062335],"study_design_scores_gemma":[0.00632724,0.0029229042,0.96940416,0.0008555164,0.0025262376,6.785042e-7,0.00096208527,0.00087179116,0.000017081878,0.002562445,0.013289604,0.00026026356],"about_ca_topic_score_codex":0.0014385093,"about_ca_topic_score_gemma":0.0016426633,"teacher_disagreement_score":0.5696399,"about_ca_system_score_codex":0.00031293696,"about_ca_system_score_gemma":0.0014230964,"threshold_uncertainty_score":0.76751196},"labels":[],"label_agreement":null},{"id":"W2560489182","doi":"10.2196/mhealth.5796","title":"Design and Testing of the Safety Agenda Mobile App for Managing Health Care Managers’ Patient Safety Responsibilities","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Patient safety; mHealth; Health care; Nursing; Medicine; Business; Psychology; Internet privacy; Computer science; Psychological intervention; Political science; World Wide Web","score_opus":0.12049401225114116,"score_gpt":0.4293219295624617,"score_spread":0.30882791731132053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560489182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7431956,0.013629547,0.09895716,0.102138445,0.0030297847,0.033868384,0.0013165625,0.0005301612,0.0033343646],"genre_scores_gemma":[0.98146915,0.002397171,0.0072292294,0.007167931,0.00012476477,0.0009648183,0.000026540847,0.000047569523,0.0005727996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954634,0.001451664,0.0012990297,0.000518067,0.00032877226,0.0009391077],"domain_scores_gemma":[0.99484724,0.0030298426,0.0008925993,0.0005210325,0.0002313463,0.00047791892],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024199488,0.00023892838,0.00051186996,0.00015155142,0.0022716762,0.0000019906465,0.00017395975,0.00015761163,0.000020147967],"category_scores_gemma":[0.00053397793,0.00014661945,0.00005699159,0.00029862122,0.00025916056,0.00012372958,0.0001562793,0.0003384838,0.0000039426877],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005037453,0.0001766593,0.0327471,0.024305867,0.000050467686,0.0000011077315,0.15307945,0.00014139897,0.00008878217,0.007507595,0.009059794,0.7678043],"study_design_scores_gemma":[0.01270529,0.0056714853,0.3779384,0.008108637,0.00016944091,0.000016771672,0.12046293,0.0009899294,0.00012208529,0.0044105006,0.46837285,0.0010316877],"about_ca_topic_score_codex":0.00021124231,"about_ca_topic_score_gemma":0.0000906555,"teacher_disagreement_score":0.7667726,"about_ca_system_score_codex":0.0005077458,"about_ca_system_score_gemma":0.001933388,"threshold_uncertainty_score":0.99902725},"labels":[],"label_agreement":null},{"id":"W2561145615","doi":"10.2196/mhealth.6493","title":"Design and Feasibility of a Text Messaging Intervention to Prevent Indoor Tanning Among Young Adult Women: A Pilot Study","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Text messaging; Intervention (counseling); Psychology; Medicine; Multimedia; Computer science; Internet privacy; Nursing","score_opus":0.07497385718995787,"score_gpt":0.3939300513778351,"score_spread":0.31895619418787724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561145615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876989,0.0001920695,0.007062122,0.0017221725,0.00008077851,0.0031143385,0.0000021732046,0.000061203,0.00006625898],"genre_scores_gemma":[0.9981714,0.000059088736,0.0005984322,0.00048671104,0.000047463516,0.00036872012,6.038125e-7,0.000017578655,0.00024998593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808806,0.00032843297,0.00054004346,0.00041307695,0.0002313844,0.00039901142],"domain_scores_gemma":[0.99872893,0.00009661149,0.00023310097,0.00021576515,0.0000891687,0.00063642533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018448107,0.00015228167,0.00037764932,0.00020644651,0.00016875655,0.000015677106,0.000044752975,0.000035705878,0.000029397355],"category_scores_gemma":[0.00020924663,0.00010657115,0.000024219487,0.00022805635,0.00005783508,0.000108420274,0.000058227943,0.00016904717,0.0000018741324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031082977,0.0023236086,0.91093475,0.0025441379,0.000046487618,0.000012507723,0.014872937,0.0000011335222,0.001165488,0.000070643306,0.00016487198,0.06475516],"study_design_scores_gemma":[0.0047968184,0.0089048445,0.98033464,0.0010564167,0.0000382102,0.000039670424,0.0042711794,0.000099990386,0.00018196486,0.00014099304,0.000015677588,0.00011957912],"about_ca_topic_score_codex":0.0005582797,"about_ca_topic_score_gemma":0.0000752384,"teacher_disagreement_score":0.06939992,"about_ca_system_score_codex":0.00029410812,"about_ca_system_score_gemma":0.00014441942,"threshold_uncertainty_score":0.43458453},"labels":[],"label_agreement":null},{"id":"W2563620363","doi":"10.2196/mhealth.5931","title":"Smartphone Apps for Measuring Human Health and Climate Change Co-Benefits: A Comparison and Quality Rating of Available Apps","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Health and Medical Research Council; Universiteit Maastricht; Medical Research Council; University of Bristol; University of Alberta","keywords":"Behavior change; mHealth; Business; Scale (ratio); Climate change; Climate change mitigation; Quality (philosophy); Environmental health; Carbon footprint; Smartphone app; Mobile apps; Internet privacy; Applied psychology; Environmental economics; Medicine; Psychology; Computer science; Greenhouse gas; Psychological intervention; World Wide Web; Geography; Nursing","score_opus":0.3224951625196132,"score_gpt":0.4544814306324761,"score_spread":0.1319862681128629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563620363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848393,0.010243127,0.0000652556,0.0026015635,0.00008855709,0.0014049204,0.00017079599,0.0000692869,0.00051715877],"genre_scores_gemma":[0.9934356,0.0052438765,0.00038591938,0.00052158907,0.00019737678,0.00012432433,0.000018475734,0.000016100697,0.00005669679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971729,0.00030471926,0.0008698753,0.0005086803,0.0003098541,0.0008339924],"domain_scores_gemma":[0.99801576,0.0002910918,0.0006312945,0.00019242399,0.00010115468,0.0007682694],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004270629,0.00018225357,0.0006607314,0.000088374574,0.0015609903,0.000047359634,0.00010827536,0.00012043224,0.000020627585],"category_scores_gemma":[0.00007321858,0.00014367398,0.000039468214,0.00015792772,0.00037998264,0.0003280072,0.00003096279,0.00013344173,0.0000013896225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018395118,0.00012453059,0.90720546,0.004243292,0.000006329354,1.08935225e-7,0.016202014,2.3890415e-8,0.000051032926,0.0070095216,0.00026515525,0.06470855],"study_design_scores_gemma":[0.0029498916,0.0006611648,0.9824587,0.0008094584,0.000025096026,5.050023e-7,0.0063050566,0.000023556828,0.00007626164,0.000778108,0.005568973,0.0003432037],"about_ca_topic_score_codex":0.008140458,"about_ca_topic_score_gemma":0.015104751,"teacher_disagreement_score":0.07525324,"about_ca_system_score_codex":0.00010664805,"about_ca_system_score_gemma":0.00034491564,"threshold_uncertainty_score":0.9997388},"labels":[],"label_agreement":null},{"id":"W2564037277","doi":"10.2196/mhealth.6705","title":"The Mobile Phone Affinity Scale: Enhancement and Refinement","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Mobile phone; Computer science; Scale (ratio); Telecommunications; Geography; Cartography","score_opus":0.034084256250917475,"score_gpt":0.3875012817327481,"score_spread":0.3534170254818306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564037277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530141,0.0016258638,0.000053891334,0.041926607,0.00031035606,0.0006816532,0.000008179073,0.000099632234,0.0022797692],"genre_scores_gemma":[0.9788703,0.01725307,0.00013912801,0.0012726057,0.000120864424,0.000102325015,6.1008575e-7,0.000007785956,0.0022333125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983311,0.00017900436,0.0002546152,0.00024875274,0.0002957703,0.00069070247],"domain_scores_gemma":[0.99903566,0.00013366067,0.00015256654,0.00022436297,0.000044484656,0.0004092736],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013970132,0.000110792564,0.00015562962,0.000040714473,0.0018506045,0.0000460596,0.0001706114,0.000111251604,0.00006175072],"category_scores_gemma":[0.00008601229,0.000063584506,0.000017274586,0.00013394193,0.0006297465,0.00008607782,0.00007891595,0.00014765465,0.000032958837],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013442563,0.00018777938,0.021938251,0.00013387842,0.000008455473,0.0000012181313,0.0038846442,8.838024e-9,0.00016164113,0.0036298414,0.020954868,0.948965],"study_design_scores_gemma":[0.0029932538,0.0009840924,0.2819679,0.00023443408,0.000031479827,0.0000056995464,0.0063792593,0.0000045092575,0.0005470912,0.0037201438,0.7027329,0.00039921305],"about_ca_topic_score_codex":0.0007936089,"about_ca_topic_score_gemma":0.0017527682,"teacher_disagreement_score":0.9485658,"about_ca_system_score_codex":0.00020023853,"about_ca_system_score_gemma":0.0003207857,"threshold_uncertainty_score":0.99944884},"labels":[],"label_agreement":null},{"id":"W2564157238","doi":"10.2196/mhealth.6445","title":"Patient-Facing Mobile Apps to Treat High-Need, High-Cost Populations: A Scoping Review","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Medicine; mHealth; Mobile phone; Android (operating system); World Wide Web; Data extraction; Family medicine; Psychological intervention; Computer science; Nursing","score_opus":0.16640094956969015,"score_gpt":0.5329177250984902,"score_spread":0.3665167755288001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2564157238","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007058124,0.91330034,0.0002654586,0.004211224,0.0017654574,0.07739844,0.0018159441,0.0005134067,0.0006591751],"genre_scores_gemma":[0.000025777137,0.8070947,0.0012803224,0.018837718,0.0013907206,0.16904482,0.0013730947,0.0002742099,0.00067863823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98345643,0.0027693482,0.006630643,0.0023566212,0.0008889092,0.0038980597],"domain_scores_gemma":[0.9864037,0.0018820869,0.0037308093,0.0022798427,0.00048944633,0.0052140835],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0027532426,0.0015184043,0.0059520355,0.0010942057,0.003948718,0.00004248897,0.00063045614,0.0013827533,0.0008912629],"category_scores_gemma":[0.000522267,0.0011570005,0.0004212651,0.0019165012,0.00012761628,0.00028309462,0.0004534089,0.0025518616,0.003118018],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027025037,0.000074880096,0.00002150183,0.3991986,0.000008297897,0.0000027131682,0.00013024242,2.340581e-7,2.4950433e-8,0.0017250753,0.024317134,0.5744943],"study_design_scores_gemma":[0.00063606567,0.00028907016,0.00003270307,0.3824366,0.0003372087,0.00001790309,0.000059276153,5.7481645e-7,2.6516199e-8,0.00011945662,0.61551994,0.00055116497],"about_ca_topic_score_codex":0.0018487402,"about_ca_topic_score_gemma":0.0007173999,"teacher_disagreement_score":0.5912028,"about_ca_system_score_codex":0.002187581,"about_ca_system_score_gemma":0.010690118,"threshold_uncertainty_score":0.99991363},"labels":[],"label_agreement":null},{"id":"W2579656162","doi":"10.2196/mhealth.6474","title":"Analyzing mHealth Engagement: Joint Models for Intensively Collected User Engagement Data","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Cancer Institute","keywords":"mHealth; Psychological intervention; Dropout (neural networks); Context (archaeology); Psychology; Data collection; Missing data; Intervention (counseling); Inference; Applied psychology; Computer science; Statistics; Psychiatry; Machine learning; Artificial intelligence; Geography","score_opus":0.3709955804261131,"score_gpt":0.4976315797196926,"score_spread":0.1266359992935795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579656162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7464856,0.010431281,0.04327291,0.099086314,0.016130634,0.024002606,0.009350506,0.0012279295,0.05001224],"genre_scores_gemma":[0.98600435,0.0003428854,0.003936949,0.0036767523,0.00040411507,0.0008795039,0.0005698861,0.00009904389,0.00408652],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99460447,0.00053410383,0.0014980269,0.0013804949,0.00034418693,0.0016386963],"domain_scores_gemma":[0.9942956,0.00031248137,0.0012537749,0.0026622775,0.00030064085,0.0011752266],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003570989,0.00044071098,0.0007912587,0.00037271832,0.0034470211,0.00033401267,0.0011254291,0.0002070046,0.00012293961],"category_scores_gemma":[0.0003898174,0.00043814082,0.0001339229,0.00020169998,0.00023129127,0.0008839153,0.00083658844,0.00076400157,0.0000925833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029781421,0.0039994167,0.008727623,0.012122832,0.0005974019,0.000062174295,0.008007236,0.000019507128,0.00001111369,0.3010504,0.3965876,0.26583654],"study_design_scores_gemma":[0.018146727,0.0076034106,0.7303723,0.0019856743,0.00073068944,0.00011602541,0.005639782,0.015561943,0.00004403636,0.030140158,0.18765034,0.0020088882],"about_ca_topic_score_codex":0.0016343027,"about_ca_topic_score_gemma":0.0005881168,"teacher_disagreement_score":0.7216447,"about_ca_system_score_codex":0.0004218724,"about_ca_system_score_gemma":0.0006968379,"threshold_uncertainty_score":0.99980706},"labels":[],"label_agreement":null},{"id":"W2580059535","doi":"10.2196/mhealth.6970","title":"Mobile Health Physical Activity Intervention Preferences in Cancer Survivors: A Qualitative Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Qualitative research; Intervention (counseling); Physical activity; Psychology; mHealth; Gerontology; Medicine; Applied psychology; Psychological intervention; Physical therapy; Psychiatry; Sociology","score_opus":0.13636962352999815,"score_gpt":0.5214166774430686,"score_spread":0.3850470539130705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580059535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99397194,0.0013895929,0.000013582314,0.0014939997,0.00038201828,0.002339052,0.00005715471,0.000044170352,0.00030846088],"genre_scores_gemma":[0.9968113,0.0010002926,0.000009432307,0.00026677066,0.00024900198,0.0013850342,0.000011712348,0.000019312049,0.0002471726],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976984,0.0005953974,0.00033600692,0.00051483786,0.00033816762,0.0005171355],"domain_scores_gemma":[0.99845797,0.000081895836,0.00044178282,0.0004673444,0.0000784397,0.00047258244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011905548,0.00020942869,0.0006862476,0.00013258042,0.0004188582,0.00005776325,0.00013264471,0.00006931658,0.00002483612],"category_scores_gemma":[0.00003861867,0.00017617928,0.0000765942,0.00013568392,0.00012040216,0.0002211753,0.0000774762,0.00046665728,0.0000042834745],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012266422,0.004013337,0.18590142,0.003435024,0.000035051693,0.000008301453,0.32783788,5.990334e-7,0.000005104608,0.000116510746,0.00019558743,0.47722453],"study_design_scores_gemma":[0.0028070651,0.007407993,0.8965721,0.0004896055,0.000037804482,0.000002980599,0.09142453,0.00012747801,0.000010979847,0.00026462562,0.00067106035,0.00018377259],"about_ca_topic_score_codex":0.19457406,"about_ca_topic_score_gemma":0.24833435,"teacher_disagreement_score":0.7106707,"about_ca_system_score_codex":0.0003582339,"about_ca_system_score_gemma":0.0006684989,"threshold_uncertainty_score":0.81078935},"labels":[],"label_agreement":null},{"id":"W2583086326","doi":"10.2196/mhealth.6500","title":"A Smarter Pathway for Delivering Cue Exposure Therapy? The Design and Development of a Smartphone App Targeting Alcohol Use Disorder","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lundbeckfonden","keywords":"mHealth; Smartphone app; Alcohol use disorder; Smartphone application; Psychology; Medicine; Clinical psychology; Psychiatry; Alcohol; Computer science; Psychological intervention; Internet privacy; Multimedia","score_opus":0.12068225462409894,"score_gpt":0.36167554074265035,"score_spread":0.24099328611855142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583086326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903649,0.004567719,0.0022353684,0.0009718098,0.000095932526,0.0017209708,0.0000035962223,0.000029833991,0.000009871033],"genre_scores_gemma":[0.97726333,0.002251997,0.019376336,0.00062098773,0.00008357167,0.00026976972,0.000013590735,0.000025489107,0.00009491627],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987783,0.000051261424,0.0003719412,0.0002600696,0.00014953085,0.00038892703],"domain_scores_gemma":[0.9989075,0.00024456365,0.00027017327,0.00030413904,0.000074164374,0.00019942972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005767899,0.00018781183,0.0003763583,0.00005143838,0.0008662453,0.00004258257,0.00007912273,0.000072533185,0.0000070176156],"category_scores_gemma":[0.000053656342,0.000112403744,0.00004240685,0.00003596387,0.00009210704,0.00013716466,0.000028640992,0.000113216825,0.0000011228091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018931652,0.00020710447,0.6784887,0.0006700871,0.00011441268,0.000005954541,0.021430267,0.000002036644,0.00038728566,0.00005777575,0.0003837743,0.29635948],"study_design_scores_gemma":[0.010604915,0.0007122576,0.9779295,0.00021651204,0.00006311562,0.000014138526,0.0016074694,0.00027157876,0.0011466406,0.00004770541,0.007183431,0.00020278996],"about_ca_topic_score_codex":0.00007016265,"about_ca_topic_score_gemma":0.00012952638,"teacher_disagreement_score":0.2994408,"about_ca_system_score_codex":0.000039900187,"about_ca_system_score_gemma":0.0002898324,"threshold_uncertainty_score":0.66625464},"labels":[],"label_agreement":null},{"id":"W2583658096","doi":"10.2196/mhealth.6630","title":"Text Messaging to Improve Hypertension Medication Adherence in African Americans From Primary Care and Emergency Department Settings: Results From Two Randomized Feasibility Studies","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Emergency department; mHealth; Primary care; Medication adherence; Randomized controlled trial; Family medicine; Health care; Disease management; Forgetting; Gerontology; Medical emergency; Alternative medicine; Psychiatry; Psychological intervention; Health management system; Psychology","score_opus":0.11196276433498442,"score_gpt":0.47452390705085923,"score_spread":0.3625611427158748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583658096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94397897,0.013638247,0.0001029665,0.025466189,0.001064845,0.01243687,0.0012187812,0.0001357994,0.0019573353],"genre_scores_gemma":[0.9515,0.029944431,0.0035589673,0.0049648443,0.00051850517,0.008874351,0.0004981028,0.000044883614,0.0000958885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9924652,0.0014939477,0.0025575932,0.0015985235,0.00050634093,0.001378402],"domain_scores_gemma":[0.9919775,0.0022454562,0.00206483,0.0015180726,0.00040177463,0.0017923483],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003422338,0.00045897905,0.0016777733,0.00021020377,0.003338877,0.000028174829,0.00038441984,0.00024572128,0.000028195467],"category_scores_gemma":[0.0019630236,0.00038695295,0.000077289165,0.00024137965,0.00035534316,0.00022933331,0.00040781952,0.0010080684,0.00003450253],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.056384217,0.0004976626,0.23708381,0.011341892,0.00011842975,0.000016707316,0.06859089,0.00000511672,0.0002294145,0.0012032719,0.016630614,0.607898],"study_design_scores_gemma":[0.07682198,0.00041114437,0.8882979,0.0013395163,0.00016792766,0.0000010158285,0.015836297,0.00034258215,0.0000060176544,0.0027793949,0.013505906,0.0004902951],"about_ca_topic_score_codex":0.044788588,"about_ca_topic_score_gemma":0.013568881,"teacher_disagreement_score":0.6512141,"about_ca_system_score_codex":0.0009173465,"about_ca_system_score_gemma":0.0017941311,"threshold_uncertainty_score":0.99985826},"labels":[],"label_agreement":null},{"id":"W2585035951","doi":"10.2196/mhealth.6893","title":"Clinical Evaluation of the Measurement Performance of the Philips Health Watch: A Within-Person Comparative Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Data collection; Smartwatch; Gerontology; Medical emergency; Physical therapy; Computer science; Wearable computer","score_opus":0.4242707296242472,"score_gpt":0.5047759786616557,"score_spread":0.08050524903740847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585035951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834514,0.0012986044,0.0000021428807,0.009665216,0.0005743382,0.0043877424,0.000008384749,0.000010572511,0.000601579],"genre_scores_gemma":[0.9979657,0.0005167907,0.000040563908,0.0011525996,0.00019839198,0.000078235134,0.0000016723275,0.000013463846,0.000032574993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99439734,0.0016723784,0.0010759545,0.00038183515,0.002055816,0.00041668152],"domain_scores_gemma":[0.99613357,0.000048827977,0.0012144727,0.0014872521,0.00072603166,0.00038985308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018855335,0.00018412419,0.000943911,0.000036822676,0.0010833403,0.000013228968,0.0002680196,0.00009046593,0.0000076302895],"category_scores_gemma":[0.0002330918,0.00009885471,0.00022300915,0.00016072147,0.00032812366,0.00008068077,0.00008124047,0.00058950443,0.000002333168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008791606,0.0016186534,0.8814297,0.0039388854,0.00024896662,5.665685e-7,0.025915224,0.000028053064,0.000021505724,0.00008436208,0.0015392598,0.08429569],"study_design_scores_gemma":[0.0038357326,0.0020587202,0.9873761,0.00049846846,0.00031383106,0.000012908379,0.0035098256,0.0017415399,0.000072540744,0.000016061582,0.0004915319,0.00007274938],"about_ca_topic_score_codex":0.0009904098,"about_ca_topic_score_gemma":0.0009011256,"teacher_disagreement_score":0.105946414,"about_ca_system_score_codex":0.0002962996,"about_ca_system_score_gemma":0.005324309,"threshold_uncertainty_score":0.94450957},"labels":[],"label_agreement":null},{"id":"W2585456415","doi":"10.2196/mhealth.6239","title":"Assessing the Influence of a Fitbit Physical Activity Monitor on the Exercise Practices of Emergency Medicine Residents: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Physical activity; Physical therapy; mHealth; Sports medicine; Activity monitor; Activity tracker; Nursing","score_opus":0.3127806119548476,"score_gpt":0.5967318510509945,"score_spread":0.2839512390961469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585456415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95835924,0.00071257044,0.0000019643883,0.036339402,0.00081895787,0.0031453848,0.000027398784,0.000026164336,0.0005689229],"genre_scores_gemma":[0.995088,0.0028953087,0.000012846848,0.00044947767,0.0007451259,0.0005163683,0.0000018154333,0.000027210668,0.0002638651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942928,0.0024422745,0.0011054586,0.00047729534,0.0009402124,0.000741961],"domain_scores_gemma":[0.9894276,0.0029745523,0.0053007468,0.0013856754,0.0005349703,0.00037641177],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004490294,0.00028579743,0.00080292876,0.00010273267,0.004921698,0.000019402376,0.0007470512,0.00011775178,0.00007940972],"category_scores_gemma":[0.0030030806,0.00014009059,0.00005319484,0.0002202061,0.00035781166,0.0005290932,0.00033109402,0.001605023,0.000010098147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023387237,0.0044428483,0.90811527,0.010434487,0.00006920063,0.0000060707557,0.03330915,0.0000047623803,0.0005759067,0.0015860676,0.0041968604,0.03492067],"study_design_scores_gemma":[0.00091746397,0.0021469675,0.9771863,0.0043816534,0.00008317616,3.877277e-7,0.014353007,0.000081943945,0.000015256671,0.00060799485,0.00011715251,0.00010866113],"about_ca_topic_score_codex":0.025843866,"about_ca_topic_score_gemma":0.0008453102,"teacher_disagreement_score":0.069071084,"about_ca_system_score_codex":0.000087685,"about_ca_system_score_gemma":0.0011651374,"threshold_uncertainty_score":0.9963738},"labels":[],"label_agreement":null},{"id":"W2585772086","doi":"10.2196/mhealth.4520","title":"Weight Loss Associated With Different Patterns of Self-Monitoring Using the Mobile Phone App My Meal Mate","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Mobile phone; Obesity; Meal; Public health; Medicine; Phone; Gerontology; Environmental health; Computer science; Telecommunications; Nursing; Endocrinology; Internal medicine","score_opus":0.07109933558183011,"score_gpt":0.4370915536416832,"score_spread":0.36599221805985305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585772086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98901165,0.0010181534,0.00026160871,0.0023853215,0.000967693,0.005438522,0.00021515982,0.00021144589,0.0004904404],"genre_scores_gemma":[0.9871275,0.005447075,0.0002735826,0.0008540179,0.00087582984,0.005016076,0.00004548316,0.000086187254,0.0002742685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945203,0.0007543897,0.0015099597,0.0006935078,0.0006337091,0.0018881162],"domain_scores_gemma":[0.99363923,0.000696177,0.0025452776,0.0014566047,0.00036773153,0.0012949689],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017704801,0.00045518117,0.0009505147,0.00015732953,0.0069168266,0.000040693325,0.0006201135,0.0003927484,0.0000798515],"category_scores_gemma":[0.00009346494,0.0002977715,0.00008171946,0.0002011561,0.000238844,0.00020857317,0.0002484551,0.0014124365,0.000017293805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033872106,0.00045241305,0.97811455,0.005889822,0.000063862455,0.0000053953413,0.0042550503,0.000005888111,0.000032593678,0.0015355137,0.0005455543,0.0087606665],"study_design_scores_gemma":[0.0036294605,0.00041779506,0.9827848,0.0012473648,0.00019024727,0.0000110191495,0.0016712986,0.00046925372,0.000055084547,0.00018807568,0.009009293,0.00032630013],"about_ca_topic_score_codex":0.0026159622,"about_ca_topic_score_gemma":0.0008773863,"teacher_disagreement_score":0.008463739,"about_ca_system_score_codex":0.00052280497,"about_ca_system_score_gemma":0.0017682613,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W2586066244","doi":"10.2196/mhealth.6684","title":"Latino Adults’ Perspectives on Treating Tobacco Use Via Social Media","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Environmental health; Psychology; Medicine; Computer science; Internet privacy; World Wide Web","score_opus":0.0934611682579985,"score_gpt":0.4070003740116202,"score_spread":0.3135392057536217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586066244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525523,0.000056663295,0.000008223045,0.0026399954,0.00021628088,0.00035207468,0.00001710559,0.00007477902,0.0013796224],"genre_scores_gemma":[0.9981346,0.00020580989,0.00011029586,0.00047245994,0.00086960907,0.000034078286,0.00003587839,0.000023018447,0.00011424464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870014,0.00005222105,0.0002470731,0.00033827903,0.00029752505,0.00036474798],"domain_scores_gemma":[0.9988994,0.000113932285,0.0002728462,0.00031013513,0.00009335189,0.00031034742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452289,0.00015521818,0.00029284862,0.00009072614,0.0011131715,0.000079268444,0.00006826803,0.00014283488,0.000046879635],"category_scores_gemma":[0.00021407726,0.00013159304,0.000052108222,0.000051592855,0.00010592174,0.00017217259,0.000022677214,0.00032518778,0.0000058113314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006890856,0.00024094431,0.8173479,0.00025860072,0.000008928568,0.000013238801,0.024830405,6.0730315e-8,0.000020076282,0.0009798262,0.0005522844,0.15505868],"study_design_scores_gemma":[0.0019039756,0.00035271063,0.993394,0.00013178746,0.000058680722,0.000013036903,0.0037840782,0.000025260064,0.000019073113,0.00004338293,0.00016912137,0.00010490494],"about_ca_topic_score_codex":0.00059514464,"about_ca_topic_score_gemma":0.00009898914,"teacher_disagreement_score":0.17604612,"about_ca_system_score_codex":0.00017059925,"about_ca_system_score_gemma":0.00016164927,"threshold_uncertainty_score":0.8561728},"labels":[],"label_agreement":null},{"id":"W2587642554","doi":"10.2196/mhealth.6728","title":"Mixed-Methods Analysis of Factors Impacting Use of a Postoperative mHealth App","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; Medicine; System usability scale; Psychological intervention; Nursing; Web usability","score_opus":0.20580057895013396,"score_gpt":0.5550776651651161,"score_spread":0.3492770862149822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587642554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98563117,0.000894297,0.0025799528,0.0038915565,0.0007401374,0.0042876145,0.0007611693,0.00011540883,0.0010986791],"genre_scores_gemma":[0.9795304,0.0035044204,0.012809771,0.002254352,0.00014765831,0.001166504,0.00019299418,0.00006533254,0.00032856385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99155134,0.0020683443,0.003077911,0.00091605744,0.0005257486,0.0018605936],"domain_scores_gemma":[0.986765,0.003294667,0.0050101015,0.0019886876,0.0007741942,0.002167334],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0044710278,0.00049785164,0.002186876,0.0010557476,0.0045255674,0.000035549576,0.0005502987,0.0005736449,0.00017826282],"category_scores_gemma":[0.0018274325,0.00042482337,0.0002860693,0.0010803977,0.00048063396,0.0005071716,0.00028845968,0.0013863537,0.0000105786185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072508625,0.0004937003,0.8128989,0.008893799,0.00038897767,0.0000016375157,0.01161046,0.000034073968,0.00024416606,0.023788495,0.004279404,0.13664134],"study_design_scores_gemma":[0.0013140666,0.00047264257,0.97121257,0.0002645458,0.0006948548,0.0000015783775,0.0037601052,0.0015052038,0.000057406236,0.00024500507,0.02019508,0.00027694652],"about_ca_topic_score_codex":0.01737382,"about_ca_topic_score_gemma":0.0032320162,"teacher_disagreement_score":0.1583137,"about_ca_system_score_codex":0.00037824814,"about_ca_system_score_gemma":0.0036122992,"threshold_uncertainty_score":0.99982035},"labels":[],"label_agreement":null},{"id":"W2589010988","doi":"10.2196/mhealth.6521","title":"Formative Evaluation of Participant Experience With Mobile eConsent in the App-Mediated Parkinson mPower Study: A Mixed Methods Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Formative assessment; Mobile apps; Psychology; Parkinson's disease; Medicine; Computer science; World Wide Web; Psychological intervention; Psychiatry; Disease; Internal medicine","score_opus":0.6795766997211793,"score_gpt":0.6989166951885275,"score_spread":0.019339995467348214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589010988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906192,0.0002988373,0.0000274971,0.0017275353,0.00010073783,0.0068744808,0.0000055798596,0.000013060836,0.00033307838],"genre_scores_gemma":[0.9960648,0.00028536576,0.0005260943,0.0003991014,0.000039448805,0.0026530123,0.0000037739053,0.000012953124,0.000015484313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99333006,0.0029847007,0.00094630494,0.00045473847,0.0017439612,0.00054021104],"domain_scores_gemma":[0.9927931,0.004714008,0.0005666209,0.0010444303,0.00054018124,0.00034168872],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.039266296,0.00015557332,0.00056614395,0.0001189122,0.0004207921,0.00004106584,0.00029648605,0.00011788231,0.00003134327],"category_scores_gemma":[0.006260628,0.000088943576,0.000030217272,0.00020635626,0.00040604518,0.000114604336,0.00011606766,0.0010723509,0.00000318017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021920123,0.00636633,0.6174613,0.00085940055,0.00006266943,0.000021653415,0.32465175,0.000008415702,0.000013817431,0.00011212178,0.00006975451,0.048180763],"study_design_scores_gemma":[0.0049399626,0.007921365,0.8272342,0.00013738299,0.00012288851,0.0000046900946,0.15730779,0.0018290738,0.000020093688,0.00031156186,0.00009923628,0.00007175152],"about_ca_topic_score_codex":0.0013344503,"about_ca_topic_score_gemma":0.0049091247,"teacher_disagreement_score":0.20977288,"about_ca_system_score_codex":0.00013068861,"about_ca_system_score_gemma":0.0017853095,"threshold_uncertainty_score":0.98927754},"labels":[],"label_agreement":null},{"id":"W2589774185","doi":"10.2196/mhealth.6471","title":"Stress Management Apps With Regard to Emotion-Focused Coping and Behavior Change Techniques: A Content Analysis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Stress management; mHealth; Psychological intervention; Psychology; Applied psychology; Behavior change; Coping (psychology); Self-management; Behavior change methods; Content analysis; Comparability; Clinical psychology; Computer science; Social psychology; Artificial intelligence","score_opus":0.1819317413268818,"score_gpt":0.4570618855383554,"score_spread":0.27513014421147364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589774185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98057485,0.0004829015,0.00066796725,0.007496838,0.00036786482,0.004938319,0.00024947303,0.00016732773,0.0050544776],"genre_scores_gemma":[0.9904446,0.00012687546,0.0017186281,0.0019396597,0.00010268366,0.00427812,0.00004113433,0.000031352436,0.0013169736],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978294,0.00009260643,0.0005296937,0.0006404998,0.00023795743,0.0006698443],"domain_scores_gemma":[0.9979056,0.00002657665,0.0004176547,0.0007786209,0.000069104106,0.000802418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040759402,0.00023708178,0.0004499646,0.00042917382,0.00073306006,0.00016644693,0.00022944606,0.00009867835,0.00004797571],"category_scores_gemma":[0.0000068506874,0.0002084835,0.00006642389,0.00023180188,0.00012816062,0.0002223805,0.0001458022,0.00019489335,0.000025039742],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000590941,0.0013154066,0.21646476,0.0028613203,0.00028908646,0.00009899962,0.002790124,1.0316856e-7,8.102906e-7,0.010599001,0.001119786,0.76386964],"study_design_scores_gemma":[0.0010959222,0.0016028482,0.9921561,0.00055896,0.000453663,0.000018770115,0.0010010027,0.000005853156,0.000009722769,0.00006224397,0.0028105732,0.00022433395],"about_ca_topic_score_codex":0.0023262186,"about_ca_topic_score_gemma":0.0018411704,"teacher_disagreement_score":0.77569133,"about_ca_system_score_codex":0.00015774561,"about_ca_system_score_gemma":0.000029308285,"threshold_uncertainty_score":0.850171},"labels":[],"label_agreement":null},{"id":"W2589873922","doi":"10.2196/mhealth.6956","title":"Apps for People With Rheumatoid Arthritis to Monitor Their Disease Activity: A Review of Apps for Best Practice and Quality","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; App store; Rheumatoid arthritis; Disease; Smartphone app; World Wide Web; Physical therapy; Family medicine; Internal medicine; Computer science","score_opus":0.13782246161673312,"score_gpt":0.4803974919356722,"score_spread":0.3425750303189391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589873922","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010049673,0.97672653,0.00015965253,0.00468221,0.00010066806,0.015370457,0.0018522013,0.000038123646,0.00006520834],"genre_scores_gemma":[0.00062364165,0.9906318,0.0012039033,0.0006075385,0.00014974798,0.0063051013,0.00027675915,0.000106820095,0.000094691764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961818,0.000454451,0.0011303057,0.00084489124,0.00049209443,0.000896469],"domain_scores_gemma":[0.9935298,0.0015922014,0.0013790706,0.00094405503,0.0005270927,0.0020277863],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024643543,0.0005816594,0.004147691,0.00022345265,0.0006226097,0.000085532636,0.00020335903,0.00019455563,0.00000801139],"category_scores_gemma":[0.0019049108,0.00040788596,0.00032231965,0.0001990909,0.00020698024,0.0002512552,0.00009081236,0.00047881057,0.000004284789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013452881,0.0002808048,0.000030520896,0.36739278,0.00009902764,0.0000026674256,0.00016639686,2.6486247e-9,7.388564e-8,0.00025182322,0.0009114561,0.62951916],"study_design_scores_gemma":[0.0020214014,0.0025303469,0.00020770764,0.24389836,0.00011912314,0.00010861205,0.000120180375,0.0000018558602,2.650991e-7,0.000046070298,0.75066763,0.00027842482],"about_ca_topic_score_codex":0.00039812716,"about_ca_topic_score_gemma":0.00021309975,"teacher_disagreement_score":0.7497562,"about_ca_system_score_codex":0.00011188786,"about_ca_system_score_gemma":0.002781656,"threshold_uncertainty_score":0.9998373},"labels":[],"label_agreement":null},{"id":"W2590859615","doi":"10.2196/mhealth.4951","title":"Features of a Mobile Support App for Patients With Chronic Obstructive Pulmonary Disease: Literature Review and Current Applications","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"COPD; mHealth; Medicine; Disease; Mobile apps; Pulmonary disease; Intensive care medicine; eHealth; Health care; Telemedicine; Computer science; Psychological intervention; World Wide Web; Pathology; Nursing; Internal medicine","score_opus":0.029353992350304312,"score_gpt":0.43660756045608157,"score_spread":0.40725356810577723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590859615","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05584222,0.80622643,0.00080648204,0.014560538,0.0009099472,0.10969954,0.009028605,0.00033521364,0.0025910204],"genre_scores_gemma":[0.45322502,0.39807537,0.0011456341,0.0036031387,0.0008630022,0.1402783,0.0019406639,0.000106562875,0.0007623282],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966754,0.00018090791,0.0010365583,0.00078544836,0.00029038734,0.0010313395],"domain_scores_gemma":[0.9947816,0.00030607893,0.0015351301,0.0011210479,0.00063220266,0.0016239249],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00064195093,0.00035066792,0.0008061809,0.00013721794,0.003297594,0.000024100067,0.00031604327,0.0001949145,0.000031021365],"category_scores_gemma":[0.00009783398,0.00027527194,0.00006505571,0.00020375577,0.00029512466,0.00024465614,0.00013439832,0.0007990807,0.0000071322834],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006184499,0.00052862824,0.14079171,0.25292388,0.000018488425,8.442836e-7,0.00048100975,1.9825723e-7,7.112571e-7,0.011069941,0.012387796,0.58117837],"study_design_scores_gemma":[0.0013055634,0.00033319302,0.6695589,0.00273616,0.00016985036,0.0000027466415,0.000041231273,0.000005968223,1.482876e-7,0.0006791103,0.32498452,0.00018259663],"about_ca_topic_score_codex":0.000060679256,"about_ca_topic_score_gemma":0.00009414939,"teacher_disagreement_score":0.58099574,"about_ca_system_score_codex":0.00021444217,"about_ca_system_score_gemma":0.0024613044,"threshold_uncertainty_score":0.99996996},"labels":[],"label_agreement":null},{"id":"W2590881186","doi":"10.2196/mhealth.7030","title":"Use of a Novel Artificial Intelligence Platform on Mobile Devices to Assess Dosing Compliance in a Phase 2 Clinical Trial in Subjects With Schizophrenia","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Ambulatory; Dosing; Physical therapy; Internal medicine","score_opus":0.5878277915002016,"score_gpt":0.5541663192624793,"score_spread":0.03366147223772231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590881186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99528205,0.000067134344,0.000808317,0.0014071566,0.00017870667,0.0021097623,0.000013042436,0.000015257019,0.00011857921],"genre_scores_gemma":[0.994111,0.0001475413,0.0037752364,0.0015375497,0.0001744685,0.00020491848,0.0000085576,0.000012448031,0.000028305674],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977822,0.00005711323,0.000987146,0.00045327295,0.00032054557,0.00039974492],"domain_scores_gemma":[0.9980084,0.0002914057,0.0005660241,0.00053920475,0.00008524907,0.0005097401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009770908,0.00016341136,0.00063794455,0.00019371152,0.00015236682,0.000048558028,0.00018110161,0.000110824985,0.000018660576],"category_scores_gemma":[0.0003544409,0.0001308714,0.000031747204,0.00024911974,0.00016641227,0.000194001,0.000036842048,0.0004800472,0.000018230437],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.28828475,0.008080002,0.08188847,0.002355276,0.000018576104,0.00005970249,0.0011979291,0.000040040944,0.00016647085,0.0029382263,0.00018196898,0.6147886],"study_design_scores_gemma":[0.09263186,0.028510796,0.84826964,0.009866685,0.00006291554,0.00004701493,0.0011004688,0.016597563,0.00048088943,0.0003436028,0.0014938812,0.000594658],"about_ca_topic_score_codex":0.00052202336,"about_ca_topic_score_gemma":0.0012907401,"teacher_disagreement_score":0.7663812,"about_ca_system_score_codex":0.00007675544,"about_ca_system_score_gemma":0.00093571655,"threshold_uncertainty_score":0.53367805},"labels":[],"label_agreement":null},{"id":"W2591374414","doi":"10.2196/mhealth.6021","title":"Support for Sustainable Use of Personal Health Records: Understanding the Needs of Users as a First Step Towards Patient-Driven Mobile Health","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Health Industry Development Institute; Seoul National University Bundang Hospital","keywords":"Medicine; Confounding; Family medicine; Odds ratio; Medical record; Health care; Gerontology","score_opus":0.1706958916234222,"score_gpt":0.46213295588405834,"score_spread":0.29143706426063615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591374414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8787286,0.005719055,0.005157732,0.05774363,0.0030520281,0.04539873,0.0012195376,0.00028497097,0.002695709],"genre_scores_gemma":[0.9823488,0.0048428467,0.00094844727,0.0061801584,0.00039587266,0.002872524,0.000092494236,0.00013287042,0.0021859894],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99014944,0.0015824029,0.0032062517,0.0006928584,0.0008134049,0.0035556694],"domain_scores_gemma":[0.9886271,0.0017701866,0.0059180367,0.0013841371,0.0006926613,0.0016078848],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0062532965,0.00053801003,0.0018774236,0.00052158994,0.0082109,0.00007248652,0.0006583292,0.00041892222,0.00010315757],"category_scores_gemma":[0.0007781869,0.00042790239,0.00024796894,0.0004673589,0.00048574252,0.00063068885,0.0003080328,0.0012962184,0.000009588837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0050489297,0.0012705311,0.17450695,0.19241881,0.00032798745,0.000011222801,0.24661848,0.00004796285,0.000005760641,0.08388129,0.20764278,0.08821931],"study_design_scores_gemma":[0.00994253,0.03669497,0.035230853,0.0050114687,0.00013342427,0.000059079004,0.36496294,0.0034141615,0.000006563917,0.0023786605,0.54108715,0.0010782025],"about_ca_topic_score_codex":0.059313603,"about_ca_topic_score_gemma":0.009868359,"teacher_disagreement_score":0.33344436,"about_ca_system_score_codex":0.003899714,"about_ca_system_score_gemma":0.023885047,"threshold_uncertainty_score":0.9999241},"labels":[],"label_agreement":null},{"id":"W2592002243","doi":"10.2196/mhealth.6845","title":"Design Considerations for mHealth Programs Targeting Smokers Not Yet Ready to Quit: Results of a Sequential Mixed-Methods Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"mHealth; Smoking cessation; Quit smoking; Medicine; Psychology; Psychological intervention; Psychiatry","score_opus":0.26255691794691877,"score_gpt":0.515208149294018,"score_spread":0.25265123134709927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592002243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98140854,0.000052863215,0.0057138135,0.005600611,0.00076717586,0.0061353142,0.000099284975,0.0000891043,0.00013328454],"genre_scores_gemma":[0.95284545,0.00004356638,0.045314115,0.0007349524,0.00024165487,0.00059614144,0.00009987455,0.000037017653,0.00008720928],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99689764,0.000489591,0.0010035987,0.00058074424,0.00038722876,0.00064117095],"domain_scores_gemma":[0.9970239,0.00048019033,0.00077754917,0.00065833295,0.000379767,0.00068028306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053588403,0.0002294345,0.00063193595,0.00018784289,0.0012018487,0.0000946957,0.000116332885,0.00016003424,0.0000074334484],"category_scores_gemma":[0.0013078765,0.00020719855,0.00006207234,0.00011751802,0.00011270548,0.00012759205,0.00005644351,0.00029070114,0.0000011899235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017584488,0.0065816552,0.24242309,0.008366409,0.0002478551,0.00005837385,0.060413875,0.000053843498,0.003553899,0.00237989,0.04249894,0.6158377],"study_design_scores_gemma":[0.013658711,0.013570292,0.959683,0.00040891714,0.00071374583,0.000046326262,0.006885352,0.00038653682,0.0020679978,0.00053930626,0.001613146,0.0004266915],"about_ca_topic_score_codex":0.0019552608,"about_ca_topic_score_gemma":0.00022783114,"teacher_disagreement_score":0.7172599,"about_ca_system_score_codex":0.0001771364,"about_ca_system_score_gemma":0.0011528449,"threshold_uncertainty_score":0.92437696},"labels":[],"label_agreement":null},{"id":"W2592184816","doi":"10.2196/mhealth.6309","title":"Efficacy of Mobile Apps to Support the Care of Patients With Diabetes Mellitus: A Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":322,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Universidade Federal de Minas Gerais; Academy of Medical Sciences","keywords":"Medicine; Randomized controlled trial; MEDLINE; Meta-analysis; Systematic review; Glycated hemoglobin; mHealth; Diabetes mellitus; Family medicine; Physical therapy; Internal medicine; Type 2 diabetes; Psychological intervention; Nursing","score_opus":0.18798385349183538,"score_gpt":0.5206972870667327,"score_spread":0.3327134335748973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592184816","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000106049105,0.8454011,0.000015573069,0.00036141835,0.000080870486,0.15127325,0.0026208526,0.000023028873,0.00011782982],"genre_scores_gemma":[0.0008943842,0.8460577,0.00015576518,0.0011753585,0.000044608852,0.15090743,0.00059183734,0.0000664812,0.00010640655],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9660941,0.014954876,0.015904725,0.00094203954,0.00097530434,0.0011289676],"domain_scores_gemma":[0.9385791,0.027261175,0.028881503,0.0024980393,0.001560798,0.0012193836],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.033839963,0.0009686067,0.07741088,0.0010568665,0.0009286589,0.000015097005,0.00075644837,0.0005676012,0.00019607076],"category_scores_gemma":[0.007030076,0.0004254172,0.004432863,0.0012113656,0.00044471852,0.0000688454,0.00018592438,0.0009406178,0.0000076244355],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034873772,0.00017788024,0.00002949421,0.9416435,0.036651656,1.0578539e-7,0.0008845683,4.1066087e-7,2.1321018e-9,0.00041349276,0.00028961114,0.016421895],"study_design_scores_gemma":[0.039831683,0.00058837986,0.00006289615,0.061263513,0.8556376,2.4635162e-7,0.00021182917,0.0000022613558,1.7720309e-8,0.000008761208,0.042121064,0.0002717526],"about_ca_topic_score_codex":0.00026563645,"about_ca_topic_score_gemma":0.00012623545,"teacher_disagreement_score":0.88038,"about_ca_system_score_codex":0.00015981687,"about_ca_system_score_gemma":0.0047099018,"threshold_uncertainty_score":0.99981976},"labels":[],"label_agreement":null},{"id":"W2592364118","doi":"10.2196/mhealth.6967","title":"Feasibility and Acceptability of a Wearable Technology Physical Activity Intervention With Telephone Counseling for Mid-Aged and Older Adults: A Randomized Controlled Pilot Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":240,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Randomized controlled trial; Telephone counseling; Intervention (counseling); Physical therapy; Medicine; mHealth; Wearable computer; Pilot trial; Gerontology; Psychological intervention; Nursing; Engineering","score_opus":0.05459278099636999,"score_gpt":0.40589804795465634,"score_spread":0.35130526695828634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592364118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98412824,0.00080320775,0.00056146324,0.003123138,0.00007412897,0.011190227,0.000035147437,0.000050928735,0.000033510605],"genre_scores_gemma":[0.99736416,0.0009813427,0.0004647497,0.00009018288,0.00016946872,0.0008885232,0.0000041005355,0.000017971319,0.00001948547],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99779403,0.00033836433,0.00055505906,0.0006071862,0.00023316665,0.00047219725],"domain_scores_gemma":[0.9971285,0.000945283,0.00088428135,0.00046384663,0.00016913534,0.00040896077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022892416,0.00025561327,0.0027420723,0.00011418735,0.0006116679,0.000038806244,0.00007727303,0.00015146103,0.000006580552],"category_scores_gemma":[0.0008989858,0.00017343955,0.00015915738,0.00008972167,0.0008678414,0.00023858238,0.000052951214,0.00048052616,2.0427913e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94280887,0.0046063657,0.0031023892,0.006713231,0.000080870734,8.520087e-7,0.00086231675,6.3245096e-8,0.00020783413,0.00013922832,0.0000056992294,0.041472297],"study_design_scores_gemma":[0.88357216,0.00836067,0.10325599,0.0005752179,0.00037115297,0.000011584061,0.00028072557,0.0015447858,0.00022410082,0.0016514336,0.0000075860835,0.00014457158],"about_ca_topic_score_codex":0.00091006147,"about_ca_topic_score_gemma":0.00033730888,"teacher_disagreement_score":0.100153595,"about_ca_system_score_codex":0.00009469893,"about_ca_system_score_gemma":0.0003916731,"threshold_uncertainty_score":0.707266},"labels":[],"label_agreement":null},{"id":"W2592440681","doi":"10.2196/mhealth.6259","title":"“Back on Track”: A Mobile App Observational Study Using Apple’s ResearchKit Framework","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Mobile apps; Observational study; Track (disk drive); Mobile device; Open source; World Wide Web; Internet privacy; Medicine; Software","score_opus":0.38982394114857655,"score_gpt":0.5808212496885181,"score_spread":0.19099730853994157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592440681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95850265,0.00064178876,0.0004027877,0.009582048,0.0011235384,0.021495154,0.00031645087,0.0002207866,0.0077148248],"genre_scores_gemma":[0.9629638,0.0014379412,0.0032852606,0.008640904,0.0019853706,0.019393485,0.00010910827,0.0001249263,0.002059194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923042,0.001143677,0.0018134014,0.0012983179,0.0009556183,0.0024847607],"domain_scores_gemma":[0.99178535,0.0014444564,0.0014627213,0.0023146202,0.00041614287,0.0025767155],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038581493,0.00050174125,0.0009342818,0.0003286981,0.011980826,0.000103896964,0.000812684,0.0006094928,0.0011045575],"category_scores_gemma":[0.00055233605,0.00046202505,0.00009594871,0.0003771106,0.00030148766,0.00034185167,0.00032317746,0.0029331134,0.0011040925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028195786,0.004137464,0.7280581,0.012196548,0.00006930314,0.000021943802,0.014619091,0.000051114937,0.000021624499,0.07057019,0.070001855,0.0974332],"study_design_scores_gemma":[0.0048333956,0.0022095782,0.71521044,0.000778179,0.00006773918,0.00000862095,0.009866519,0.001228562,0.0000015624576,0.004033539,0.26115498,0.00060688914],"about_ca_topic_score_codex":0.0031313924,"about_ca_topic_score_gemma":0.00096368155,"teacher_disagreement_score":0.19115311,"about_ca_system_score_codex":0.0006833503,"about_ca_system_score_gemma":0.0040322943,"threshold_uncertainty_score":0.99980855},"labels":[],"label_agreement":null},{"id":"W2592795046","doi":"10.2196/mhealth.5717","title":"Development and Testing of a Mobile Phone App for Self-Monitoring of Calcium Intake in Young Women","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Usability; Mobile phone; Intervention (counseling); Self-monitoring; Mobile apps; Medicine; Behavior change; Gerontology; Psychology; Computer science; World Wide Web; Social psychology; Human–computer interaction; Nursing","score_opus":0.12453724916768712,"score_gpt":0.46978721887791425,"score_spread":0.34524996971022714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592795046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99188995,0.0008788141,0.00011900543,0.00036702442,0.0003883242,0.0054841638,0.00005223946,0.00006467508,0.0007557712],"genre_scores_gemma":[0.95739156,0.00095769326,0.0246263,0.00018083649,0.00024995278,0.016442519,0.000011037335,0.000037472408,0.000102621394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960102,0.00015617022,0.0018130785,0.0004945677,0.00023347812,0.0012925195],"domain_scores_gemma":[0.9959211,0.00071177527,0.0016305534,0.00055098976,0.00026924547,0.000916361],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028762806,0.00023778304,0.00081028097,0.00025136338,0.0018265774,0.000010340375,0.00023544893,0.0002661378,0.00000842083],"category_scores_gemma":[0.00032969282,0.0002311939,0.000025108697,0.00020694197,0.00012443222,0.00013709902,0.00015511132,0.00054407615,0.0000034749664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033164598,0.0002798855,0.82109904,0.028085541,0.0000110810415,6.4171076e-7,0.0233172,0.0000011708008,0.00018976541,0.0011907223,0.00014957432,0.12534371],"study_design_scores_gemma":[0.0037078443,0.0004103796,0.96684545,0.0009273002,0.00001718171,0.0000038428084,0.0078114863,0.00020470574,0.00015820627,0.00031408662,0.019386413,0.00021312978],"about_ca_topic_score_codex":0.0015736308,"about_ca_topic_score_gemma":0.0005609704,"teacher_disagreement_score":0.14574637,"about_ca_system_score_codex":0.00043728598,"about_ca_system_score_gemma":0.0029259615,"threshold_uncertainty_score":0.9994729},"labels":[],"label_agreement":null},{"id":"W2592870937","doi":"10.2196/mhealth.6395","title":"Accuracy and Adoption of Wearable Technology Used by Active Citizens: A Marathon Event Field Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable technology; Wearable computer; Activity tracker; Population; Event (particle physics); Computer science; Applied psychology; Global Positioning System; Medicine; Psychology; Telecommunications; Environmental health","score_opus":0.06657666474950251,"score_gpt":0.42484195583525725,"score_spread":0.3582652910857547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592870937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841513,0.0008600812,0.000044607954,0.013075998,0.00006238724,0.0012750417,0.000021629574,0.000038963382,0.00046999787],"genre_scores_gemma":[0.9963854,0.0026937588,0.00009379521,0.00053521874,0.00008381844,0.00007369204,0.000005343285,0.000012319525,0.00011665335],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99866694,0.00007486518,0.00032296992,0.0003467532,0.00019731035,0.00039116186],"domain_scores_gemma":[0.99856293,0.00016377248,0.0004217576,0.00043124252,0.00006324458,0.0003570677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000320111,0.00014921103,0.00058352825,0.00011317764,0.00049078476,0.000018594455,0.000086025044,0.00016146072,0.000009988433],"category_scores_gemma":[0.00016716513,0.00012808616,0.000030108096,0.00009426921,0.00012749186,0.0001736356,0.000076875745,0.0004698202,0.0000031497239],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006092091,0.009462887,0.19357191,0.007423656,0.00012468222,0.00003576105,0.0077404226,2.7842455e-7,0.0059188334,0.002329195,0.0031072642,0.764193],"study_design_scores_gemma":[0.00967514,0.020640442,0.95554197,0.0008336402,0.00020873039,0.00005587169,0.0049930997,0.00022802353,0.002180905,0.0031899507,0.00212659,0.00032562274],"about_ca_topic_score_codex":0.0008972368,"about_ca_topic_score_gemma":0.00013969118,"teacher_disagreement_score":0.7638674,"about_ca_system_score_codex":0.00006899391,"about_ca_system_score_gemma":0.00031356225,"threshold_uncertainty_score":0.5223202},"labels":[],"label_agreement":null},{"id":"W2593795390","doi":"10.2196/mhealth.6325","title":"Women’s Perceptions of Participation in an Extended Contact Text Message–Based Weight Loss Intervention: An Explorative Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; University of Queensland; National Breast Cancer Foundation; Queensland Health","keywords":"Text message; Intervention (counseling); Text messaging; Psychology; Perception; mHealth; Weight loss; Medicine; Computer science; Psychological intervention; Applied psychology; Internet privacy; Psychiatry; Obesity","score_opus":0.1364166475213984,"score_gpt":0.5274825931395739,"score_spread":0.39106594561817554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593795390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884695,0.0001408887,0.00037851714,0.0024446445,0.00042220033,0.0074494793,0.00012910465,0.00011513888,0.0004505656],"genre_scores_gemma":[0.9718054,0.0003943813,0.0002676493,0.0012820736,0.00030593775,0.025626952,0.00014843672,0.00005271964,0.00011648116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925016,0.0024851277,0.0021719341,0.0008984105,0.00044655133,0.0014963503],"domain_scores_gemma":[0.993891,0.00033538794,0.001777305,0.0016135158,0.00043708266,0.0019457283],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003783137,0.0003698353,0.00092799886,0.00043100675,0.0032981094,0.000042194042,0.00048613083,0.00031836293,0.000607515],"category_scores_gemma":[0.00020872698,0.00034681289,0.00006544718,0.00028809335,0.00021867076,0.0009996642,0.000107386106,0.0010566924,0.00004889878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001503319,0.006124305,0.8773086,0.003129054,0.000012453002,0.000007293524,0.040335614,0.000006414864,0.000030134248,0.0047822935,0.00026953293,0.06649101],"study_design_scores_gemma":[0.006373429,0.0033213433,0.958702,0.00027220222,0.000033804983,8.629011e-7,0.027968518,0.0010197628,0.0000028858226,0.0007848695,0.0012841601,0.00023612208],"about_ca_topic_score_codex":0.0026186982,"about_ca_topic_score_gemma":0.014751784,"teacher_disagreement_score":0.08139346,"about_ca_system_score_codex":0.0007357816,"about_ca_system_score_gemma":0.0018821146,"threshold_uncertainty_score":0.9998984},"labels":[],"label_agreement":null},{"id":"W2593802149","doi":"10.2196/mhealth.6552","title":"Remote Monitoring of Hypertension Diseases in Pregnancy: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Preeclampsia; Prenatal care; Gestational age; Obstetrics; Univariate analysis; Pregnancy; Gestational hypertension; Pediatrics; Chi-square test; Mann–Whitney U test; Multivariate analysis; Gynecology; Internal medicine; Population","score_opus":0.15896464053292084,"score_gpt":0.40291972497239104,"score_spread":0.2439550844394702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593802149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803062,0.016422339,0.0000032789328,0.0012873207,0.00021286884,0.0011145284,0.000007345099,0.0000314467,0.00061463896],"genre_scores_gemma":[0.99361354,0.0058065103,0.0002442951,0.00008520714,0.0001208424,0.000033783705,0.000001822993,0.000014237988,0.00007976364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868613,0.00007691904,0.00037519768,0.0003015483,0.00021052774,0.00034966395],"domain_scores_gemma":[0.9988019,0.00007368403,0.00024019236,0.0005642369,0.000054624266,0.0002653484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021191618,0.00014695693,0.00053288613,0.00010224001,0.00038237433,0.000012266067,0.00009982893,0.00003710603,0.0000024323977],"category_scores_gemma":[0.00015644694,0.000117787145,0.000027064672,0.000066406945,0.00009569809,0.00010255171,0.000098196375,0.00020968924,0.0000016612584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008095619,0.0008478817,0.94817233,0.0020217176,0.000016253323,0.00006496674,0.001092416,1.6644877e-7,0.000031601616,0.000026100985,0.000040848117,0.04687616],"study_design_scores_gemma":[0.003344687,0.0033329225,0.98948866,0.0028739583,0.00008403129,0.000012519308,0.00048360767,0.000036318706,0.000018099347,0.0002067602,0.00003375828,0.000084657906],"about_ca_topic_score_codex":0.0011092529,"about_ca_topic_score_gemma":0.00015501765,"teacher_disagreement_score":0.0467915,"about_ca_system_score_codex":0.000042513882,"about_ca_system_score_gemma":0.00018852288,"threshold_uncertainty_score":0.48032203},"labels":[],"label_agreement":null},{"id":"W2594063373","doi":"10.2196/mhealth.7413","title":"Authors’ Reply to: Critique of “Physical Activity Assessment Between Consumer- and Research-Grade Accelerometers: A Comparative Study in Free-Living Conditions” – Does Location of the Device Matter?","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"mHealth; Accelerometer; Computer science; Physical activity; Human–computer interaction; Medicine; Physical medicine and rehabilitation; Nursing","score_opus":0.2765237005651133,"score_gpt":0.556147400170099,"score_spread":0.27962369960498573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594063373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693205,0.000039334398,0.000022257544,0.02824099,0.000047541267,0.00212227,0.00006804969,0.000008931643,0.00013017817],"genre_scores_gemma":[0.999235,0.000036831938,0.00012487241,0.00033037065,0.00009461624,0.00013911241,0.0000028053378,0.000010065915,0.00002632628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974843,0.0009146113,0.00036995727,0.00038092412,0.00044965767,0.00040053867],"domain_scores_gemma":[0.9970885,0.001210615,0.00036877304,0.0006807692,0.00025127153,0.00040006955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016039106,0.00014228963,0.0007598864,0.00018092217,0.00053678884,0.000034199555,0.00019848761,0.000067571375,0.0000035367254],"category_scores_gemma":[0.00032505463,0.00009833008,0.000032435866,0.00033342006,0.00047981186,0.0002706343,0.00023804039,0.0007699461,0.0000011390265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021641792,0.0042322543,0.9732142,0.0047375765,0.000039416238,0.0000018181253,0.0126964925,6.6931034e-7,0.0006633737,0.000975104,0.0005137595,0.0027089214],"study_design_scores_gemma":[0.0009635767,0.0016318787,0.99247396,0.0009887306,0.000046885838,0.0000017699354,0.0021643501,0.00013749,0.00041661086,0.0010638064,0.000036014917,0.00007493025],"about_ca_topic_score_codex":0.0097994665,"about_ca_topic_score_gemma":0.001444683,"teacher_disagreement_score":0.02991455,"about_ca_system_score_codex":0.00016764215,"about_ca_system_score_gemma":0.0007548664,"threshold_uncertainty_score":0.99679434},"labels":[],"label_agreement":null},{"id":"W2594181607","doi":"10.2196/mhealth.6291","title":"A Mobile Clinical Decision Support Tool for Pediatric Cardiovascular Risk-Reduction Clinical Practice Guidelines: Development and Description","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Operationalization; Guideline; Clinical decision support system; Decision support system; Process management; Medicine; Knowledge translation; Risk analysis (engineering); Health care; Process (computing); Computer science; Knowledge management; Engineering; Data mining","score_opus":0.4175860584985672,"score_gpt":0.5980300683072365,"score_spread":0.18044400980866926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594181607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96527386,0.0028203274,0.02170708,0.0041516265,0.002105659,0.0037598314,0.00003256502,0.000083871164,0.000065153064],"genre_scores_gemma":[0.53404725,0.062042292,0.39279076,0.004519502,0.005658371,0.00053935446,0.0001731609,0.00006939866,0.0001598968],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99286574,0.00048519063,0.0044116303,0.0010060766,0.000677024,0.0005543383],"domain_scores_gemma":[0.99216336,0.0021395055,0.0022933607,0.0009917226,0.001533974,0.0008780731],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.024765722,0.0002840442,0.0009719805,0.00014219481,0.0011653,0.00014661849,0.0001397022,0.00038531903,0.000015438201],"category_scores_gemma":[0.04543759,0.0002497529,0.00031435196,0.00010125343,0.000151294,0.00080684817,0.00014645373,0.0007443611,0.000026977583],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026177969,0.00045145376,0.1264552,0.0005905279,0.00012321763,0.000009784039,0.0002173457,0.0000025521952,6.2661553e-7,0.000023173852,0.022078676,0.84742963],"study_design_scores_gemma":[0.0095098065,0.003189273,0.5242371,0.00007226441,0.0019764495,0.0002511525,0.00086281484,0.0006641064,0.0000018319687,0.00022121823,0.45875013,0.00026382905],"about_ca_topic_score_codex":0.00024786548,"about_ca_topic_score_gemma":0.000037178677,"teacher_disagreement_score":0.8471658,"about_ca_system_score_codex":0.00015858065,"about_ca_system_score_gemma":0.0022041833,"threshold_uncertainty_score":0.99999547},"labels":[],"label_agreement":null},{"id":"W2594450700","doi":"10.2196/mhealth.6860","title":"Critique of: “Physical Activity Assessment Between Consumer- and Research-Grade Accelerometers: A Comparative Study in Free-Living Conditions”","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accelerometer; Physical activity; Psychology; Applied psychology; Gerontology; Computer science; Physical medicine and rehabilitation; Medicine","score_opus":0.3861858317807273,"score_gpt":0.5863288802974878,"score_spread":0.20014304851676046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594450700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99011093,0.00011599316,0.000013965837,0.007186446,0.000037333662,0.0018513778,0.000108038264,0.000022176506,0.00055372657],"genre_scores_gemma":[0.9991269,0.00023694878,0.00014785657,0.00010208593,0.00018661948,0.00015562812,0.0000069004072,0.000013950246,0.000023102486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972701,0.00078358006,0.0003316027,0.00048432715,0.0004856604,0.0006447149],"domain_scores_gemma":[0.99667263,0.0016350746,0.00027098347,0.0005888629,0.00012915288,0.0007032751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015291313,0.00018918155,0.0010575573,0.00027653223,0.00078369695,0.00006105885,0.0001661194,0.00010367438,0.000006171857],"category_scores_gemma":[0.00022468201,0.00017193142,0.000043838176,0.00019019685,0.0007264285,0.00042931762,0.0002291314,0.0012796541,0.0000017372488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040061126,0.012758284,0.95119965,0.004422447,0.00008443756,0.00003064259,0.012259393,2.1583111e-7,0.0005514714,0.0036442492,0.0006191719,0.014029445],"study_design_scores_gemma":[0.0023279474,0.00390283,0.9885441,0.00048255693,0.00005120649,0.0000055480996,0.0018628751,0.00021625347,0.00008440713,0.0023480132,0.00005821847,0.0001160272],"about_ca_topic_score_codex":0.0053039943,"about_ca_topic_score_gemma":0.0009599862,"teacher_disagreement_score":0.037344486,"about_ca_system_score_codex":0.0002025538,"about_ca_system_score_gemma":0.0008183873,"threshold_uncertainty_score":0.8018088},"labels":[],"label_agreement":null},{"id":"W2594474790","doi":"10.2196/mhealth.6192","title":"Mobile Technology Use by People Experiencing Multiple Sclerosis Fatigue: Survey Methodology","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mobile phone; Intervention (counseling); Medicine; Psychology; Physical therapy; Psychological intervention; Psychiatry; Engineering","score_opus":0.4299613549703603,"score_gpt":0.48537759426365906,"score_spread":0.05541623929329875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594474790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924579,0.0025698321,0.0005467907,0.002195718,0.00022701277,0.00158067,0.0001622004,0.00015893529,0.000100892554],"genre_scores_gemma":[0.9804748,0.011940676,0.005721738,0.0005511973,0.00010662031,0.00079771917,0.0000702439,0.000047198446,0.00028979313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996469,0.0005314581,0.0005914223,0.00078746054,0.00041084003,0.0012098087],"domain_scores_gemma":[0.9961927,0.0010933785,0.00040301427,0.0011731512,0.00030356555,0.00083422265],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020508014,0.00031357602,0.0009853754,0.00030326706,0.0017819968,0.00010498095,0.000322645,0.00031635066,0.000044958953],"category_scores_gemma":[0.0057701985,0.00026839998,0.00006841991,0.0002765767,0.00060099614,0.00026992732,0.00039984856,0.00065272563,0.000015238652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004756523,0.00022480705,0.9215609,0.0006545064,0.00003942641,0.000004098055,0.0030027917,5.912773e-7,0.004340168,0.000025192085,0.010784694,0.058887202],"study_design_scores_gemma":[0.0027193544,0.0009941404,0.9885434,0.000119832905,0.000024644702,0.000015504136,0.0014621377,0.0003634311,0.00096871116,0.000014156727,0.004566168,0.00020855645],"about_ca_topic_score_codex":0.011103659,"about_ca_topic_score_gemma":0.004379154,"teacher_disagreement_score":0.06698249,"about_ca_system_score_codex":0.00020229278,"about_ca_system_score_gemma":0.00037654696,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W2594619828","doi":"10.2196/mhealth.7199","title":"Usability and Acceptability of a Mobile Comprehensive HIV Prevention App for Men Who Have Sex With Men: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Men who have sex with men; Psychological intervention; Mobile phone; Human immunodeficiency virus (HIV); Medicine; Usability; mHealth; Gerontology; Family medicine; Computer science; Psychiatry; Syphilis; Telecommunications","score_opus":0.08993916900465813,"score_gpt":0.4548368693753385,"score_spread":0.36489770037068037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594619828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862493,0.00037840471,0.00036561262,0.0011471843,0.0000063382654,0.0071120556,0.00012745752,0.000025299742,0.0045883334],"genre_scores_gemma":[0.9926222,0.0001795207,0.00039486695,0.000048512462,0.000067345965,0.0010399973,0.000030380921,0.00001708669,0.0056000957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979878,0.00022555403,0.0005366733,0.0005010791,0.00030134077,0.00044752698],"domain_scores_gemma":[0.9979374,0.00014236932,0.0003302051,0.0006963422,0.00029463187,0.0005990748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010335277,0.0001742615,0.0006452756,0.000091034504,0.00059488195,0.000044509696,0.00011927048,0.000049058588,0.000090413094],"category_scores_gemma":[0.00014504197,0.00013059155,0.00005531324,0.000055560537,0.00038551993,0.00018230351,0.000099980476,0.00023987683,0.000001348805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008242031,0.0076775104,0.7955007,0.014140919,0.00019177074,0.0000041566436,0.007173479,8.5031337e-7,0.00011112713,0.00010060858,0.021774005,0.14508288],"study_design_scores_gemma":[0.007125658,0.073996305,0.90250176,0.00013448624,0.000115337,0.0000116120245,0.011284813,0.0030917977,0.00004346719,0.00018458441,0.0013987501,0.00011144756],"about_ca_topic_score_codex":0.0012985403,"about_ca_topic_score_gemma":0.00092174276,"teacher_disagreement_score":0.14497143,"about_ca_system_score_codex":0.000096812895,"about_ca_system_score_gemma":0.00040858408,"threshold_uncertainty_score":0.5325369},"labels":[],"label_agreement":null},{"id":"W2595307528","doi":"10.2196/mhealth.8789","title":"Correction: Mobile App-Based Interventions to Support Diabetes Self-Management: A Systematic Review of Randomized Controlled Trials to Identify Functions Associated with Glycemic Efficacy","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Medicine; Glycemic; MEDLINE; Diabetes mellitus; Systematic review; Adverse effect; Diabetes management; mHealth; Meta-analysis; Internal medicine; Type 2 diabetes; Nursing","score_opus":0.09631617823938836,"score_gpt":0.5023873827366473,"score_spread":0.4060712044972589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595307528","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037492457,0.7986965,0.00089929206,0.0006169617,0.0022432427,0.1953073,0.00071458815,0.00051207806,0.00097250217],"genre_scores_gemma":[0.00009804962,0.6733146,0.00032384924,0.0045989254,0.00036130912,0.3180885,0.0011231193,0.0001494763,0.0019421976],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.95906687,0.019002058,0.016917214,0.0016269082,0.0011794347,0.0022075046],"domain_scores_gemma":[0.9521367,0.026000192,0.015094915,0.0019845422,0.0016479951,0.0031356853],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.042776026,0.0013691736,0.030492892,0.0021664547,0.0019732767,0.000054648848,0.00074618706,0.0008813445,0.0005751478],"category_scores_gemma":[0.013136116,0.00090550876,0.0032816036,0.0033468758,0.00019236219,0.00011840956,0.00022102662,0.0017063022,0.0007932334],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006956554,0.0006903399,0.0000045156276,0.9256071,0.0010884268,0.0000014889591,0.00022526563,9.840408e-7,8.570039e-9,0.00016365357,0.05368015,0.0115815345],"study_design_scores_gemma":[0.06704282,0.0016868799,0.000012254843,0.7394045,0.026447931,0.000004179102,0.00015118382,0.00002025843,1.5128286e-8,0.000009585852,0.16470976,0.00051060936],"about_ca_topic_score_codex":0.00007627218,"about_ca_topic_score_gemma":0.00013748201,"teacher_disagreement_score":0.18620256,"about_ca_system_score_codex":0.001470864,"about_ca_system_score_gemma":0.0068950914,"threshold_uncertainty_score":0.99998474},"labels":[],"label_agreement":null},{"id":"W2595757535","doi":"10.2196/mhealth.7043","title":"Estimating Accuracy at Exercise Intensities: A Comparative Study of Self-Monitoring Heart Rate and Physical Activity Wearable Devices","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Physical activity; Activity monitor; Activity tracker; Computer science; Calorie; mHealth; Tracking (education); Heart rate; Physical medicine and rehabilitation; Medicine; Psychology; Embedded system; Blood pressure","score_opus":0.14427324778006465,"score_gpt":0.46412761343852665,"score_spread":0.31985436565846204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595757535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681467,0.00019838975,0.000005290221,0.0013454019,0.00013102539,0.0012669703,0.000008684622,0.0000629895,0.00016659565],"genre_scores_gemma":[0.99871564,0.00020283725,0.0005065377,0.0001087903,0.0003427583,0.000066596265,0.0000013576013,0.000016952234,0.000038542432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829376,0.00016688691,0.00029572885,0.00046153684,0.00026894448,0.0005131695],"domain_scores_gemma":[0.99781996,0.00045353896,0.00052087754,0.00044561413,0.00013189887,0.0006280975],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047462553,0.00023963484,0.0011693644,0.000073405594,0.0013382533,0.00005733242,0.00008995704,0.00006899827,0.000002129208],"category_scores_gemma":[0.000093258815,0.00020049316,0.00004600779,0.0000827721,0.00016854193,0.00046363263,0.00018159261,0.00049120083,0.0000050984854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00986036,0.02562334,0.6838133,0.032562446,0.00028404026,0.000051596417,0.1870326,0.000025802845,0.0051311916,0.00016914739,0.00048181397,0.0549644],"study_design_scores_gemma":[0.0025659767,0.002843353,0.98058265,0.00089494983,0.00015610691,0.000017674078,0.0038711748,0.008036701,0.00073211663,0.00008592664,0.000049047787,0.00016432305],"about_ca_topic_score_codex":0.0018423921,"about_ca_topic_score_gemma":0.00012519433,"teacher_disagreement_score":0.29676938,"about_ca_system_score_codex":0.0001410712,"about_ca_system_score_gemma":0.00031315058,"threshold_uncertainty_score":0.99996185},"labels":[],"label_agreement":null},{"id":"W2596012313","doi":"10.2196/mhealth.7073","title":"Content, Usability, and Utilization of Plain Language in Breast Cancer Mobile Phone Apps: A Systematic Analysis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Usability; Breast cancer; Mobile phone; Medicine; Mammography; Internet privacy; Phone; App store; Cancer; World Wide Web; Computer science; Internal medicine","score_opus":0.11917802904527433,"score_gpt":0.4887950578800304,"score_spread":0.3696170288347561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596012313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98076254,0.006855824,0.00015212542,0.0031076546,0.00021728105,0.008005016,0.00048532526,0.00005847102,0.00035577253],"genre_scores_gemma":[0.97499174,0.011473856,0.00012686849,0.0012095621,0.00012402744,0.011790259,0.000055993834,0.000027214595,0.00020049853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995426,0.0007942756,0.0018727414,0.0006277371,0.00031487178,0.00096440216],"domain_scores_gemma":[0.995451,0.0006468475,0.0017451871,0.0010084929,0.0002300745,0.0009184082],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028350817,0.00026736394,0.001304223,0.00046853322,0.0015419301,0.000022950584,0.00026677817,0.00029751618,0.00013511651],"category_scores_gemma":[0.00023072395,0.00022948028,0.00007226481,0.000557989,0.00024401434,0.00020376802,0.0001449608,0.0005841262,0.000011608267],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028774078,0.00026996073,0.85327536,0.12504604,0.000052808413,0.0000017931613,0.007206505,0.0000055061296,0.00003350759,0.0021312234,0.00035015453,0.011339396],"study_design_scores_gemma":[0.0021832995,0.00008994843,0.9857839,0.002704648,0.0002726179,0.000004634013,0.006390519,0.0019496151,0.0000028905906,0.00015726546,0.00028156908,0.00017909182],"about_ca_topic_score_codex":0.02193948,"about_ca_topic_score_gemma":0.015557678,"teacher_disagreement_score":0.13250855,"about_ca_system_score_codex":0.00031037058,"about_ca_system_score_gemma":0.001060343,"threshold_uncertainty_score":0.99975795},"labels":[],"label_agreement":null},{"id":"W2596916116","doi":"10.2196/mhealth.6889","title":"mHealth Interventions for Health System Strengthening in China: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; eHealth; Telehealth; Telemedicine; Health care; Medicine; Mobile phone; Nursing; Business; Political science; Computer science","score_opus":0.2742379925941093,"score_gpt":0.5827521003308647,"score_spread":0.30851410773675536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596916116","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018195612,0.9033247,0.00047914876,0.004261132,0.0014888467,0.08762143,0.0016954194,0.00047567606,0.00065181294],"genre_scores_gemma":[0.000034018118,0.8230701,0.00066363893,0.0036448832,0.0008006162,0.16936651,0.0012372283,0.00030962777,0.000873369],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97269845,0.0062618693,0.013303935,0.0023685223,0.0007723124,0.004594896],"domain_scores_gemma":[0.97483927,0.0029000756,0.014906142,0.0032939473,0.00036621236,0.0036943788],"candidate_categories":["metaepi_narrow","metaepi_broad","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.017913546,0.0016750441,0.015051892,0.0015843917,0.006440004,0.00007856514,0.0015050399,0.0014408755,0.00004641811],"category_scores_gemma":[0.0017419831,0.0014018964,0.0014576549,0.0010644115,0.00019855061,0.0002918164,0.0003890514,0.0044904947,0.00023760654],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000027400698,0.0001556964,0.000013546385,0.76087,0.000049164686,0.0000034523837,0.000323797,8.5306795e-8,3.888506e-10,0.006118984,0.008083476,0.2243544],"study_design_scores_gemma":[0.00092797127,0.00027760956,0.000050928506,0.56464326,0.0010938699,0.00004222286,0.00020521367,0.000034263703,3.3874464e-10,0.00006387371,0.43222937,0.00043143617],"about_ca_topic_score_codex":0.0018519862,"about_ca_topic_score_gemma":0.0018994531,"teacher_disagreement_score":0.42414588,"about_ca_system_score_codex":0.0049582534,"about_ca_system_score_gemma":0.019502277,"threshold_uncertainty_score":0.99985546},"labels":[],"label_agreement":null},{"id":"W2597079722","doi":"10.2196/mhealth.7275","title":"Resting and Postexercise Heart Rate Detection From Fingertip and Facial Photoplethysmography Using a Smartphone Camera: A Validation Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photoplethysmogram; Heart rate; Treadmill; Medicine; Beat (acoustics); Cardiology; Blood pressure; Physical therapy; Computer science; Internal medicine; Computer vision","score_opus":0.04985845901386048,"score_gpt":0.3299679449980391,"score_spread":0.2801094859841786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597079722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974643,0.00083944586,0.00022266929,0.000063404645,0.00048468873,0.00076778454,0.000019896708,0.0001216553,0.000016135971],"genre_scores_gemma":[0.9986825,0.00031647374,0.00055397855,0.000041920553,0.00030991514,0.000050982093,0.0000043530595,0.00003806347,0.0000017911758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986075,0.00010942394,0.00032868385,0.0003888446,0.00014958555,0.00041593247],"domain_scores_gemma":[0.9991032,0.00011801016,0.00014843052,0.00025599863,0.000042227795,0.00033213102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045819092,0.00022704374,0.00033516058,0.00016717406,0.0011074725,0.0002429553,0.000066159424,0.000098386925,0.0000017559962],"category_scores_gemma":[0.00007997816,0.00024263622,0.000023691695,0.00011456213,0.000069200774,0.0003711878,0.000070775925,0.0002858983,0.0000010554694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023582097,0.00007008519,0.79515785,0.00077733654,0.00003266659,0.000015705682,0.004339525,0.00006438443,0.14750454,0.0000014606711,0.000013641819,0.051786967],"study_design_scores_gemma":[0.0013709835,0.00028182685,0.9888123,0.00015648604,0.000059193564,0.000013764199,0.0005516976,0.0017144441,0.0066142,0.00012882422,0.00002797871,0.00026829948],"about_ca_topic_score_codex":0.0059215324,"about_ca_topic_score_gemma":0.000639831,"teacher_disagreement_score":0.19365443,"about_ca_system_score_codex":0.00008006459,"about_ca_system_score_gemma":0.000041851734,"threshold_uncertainty_score":0.9894418},"labels":[],"label_agreement":null},{"id":"W2600020055","doi":"10.2196/mhealth.6333","title":"Validation of a Smartphone-Based Approach to In Situ Cognitive Fatigue Assessment","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ulster University","keywords":"Cognition; Cognitive Assessment System; Limiting; Applied psychology; Psychology; Medicine; Cognitive impairment; Psychiatry; Engineering","score_opus":0.24526745776256412,"score_gpt":0.500431697576787,"score_spread":0.25516423981422287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600020055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792692,0.000038649367,0.0024229467,0.0044830493,0.0000529387,0.0019398606,0.000025261379,0.000018697021,0.011749392],"genre_scores_gemma":[0.99331254,0.00002347683,0.0054024346,0.00080829527,0.00005762557,0.00025086303,0.000061865336,0.000016481026,0.00006639719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982297,0.0001565179,0.00044353187,0.00032215196,0.00043136434,0.0004167323],"domain_scores_gemma":[0.99850535,0.00018318804,0.0002341134,0.00041399896,0.00014527765,0.0005180865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012707049,0.00012613965,0.0004236536,0.00027007074,0.00019568196,0.00003096757,0.000110729416,0.00009133755,0.000015294008],"category_scores_gemma":[0.00027675612,0.000111127716,0.000031886775,0.00015651944,0.00011451136,0.00008196886,0.00004312635,0.00031474486,0.000005377499],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035924758,0.003407477,0.8404399,0.017382897,0.000052711395,0.000017112252,0.005961489,0.00001617165,0.0016973699,0.0021886178,0.0017150668,0.123528674],"study_design_scores_gemma":[0.0038886678,0.00092729565,0.9921919,0.00044922644,0.000023741544,0.00000558904,0.0005376152,0.00059804216,0.001168215,0.00007489825,0.000048190323,0.00008661407],"about_ca_topic_score_codex":0.00054935354,"about_ca_topic_score_gemma":0.00007536287,"teacher_disagreement_score":0.15175197,"about_ca_system_score_codex":0.00015724881,"about_ca_system_score_gemma":0.0009978238,"threshold_uncertainty_score":0.45316568},"labels":[],"label_agreement":null},{"id":"W2600321344","doi":"10.2196/mhealth.7184","title":"Experiences of Older Adults With Mobile Phone Text Messaging as Reminders of Home Exercises After Specialized Manual Therapy for Recurrent Low Back Pain: A Qualitative Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Short Message Service; Text messaging; Psychological intervention; Mobile phone; Physical therapy; Intervention (counseling); Manual therapy; Qualitative research; Phone; mHealth; Low back pain; Alternative medicine; Nursing; World Wide Web","score_opus":0.029640430650836273,"score_gpt":0.4139247090372234,"score_spread":0.3842842783863871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600321344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924399,0.001524983,0.000057727204,0.00046885767,0.00013227364,0.005194916,0.000014045756,0.000012033671,0.0001552512],"genre_scores_gemma":[0.99659336,0.00067007507,0.0006945552,0.00019228066,0.000092236194,0.0015959498,0.000014359572,0.000021546877,0.00012564103],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99790794,0.00036051212,0.0006035559,0.00040901365,0.00038558515,0.00033339104],"domain_scores_gemma":[0.99812293,0.00037641023,0.00060071837,0.00040215626,0.00023036657,0.00026739496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001680202,0.00020539007,0.0007033354,0.00012620287,0.00020838127,0.000015575457,0.00009719584,0.00007644608,0.00011762148],"category_scores_gemma":[0.00011288921,0.00013604067,0.00008891465,0.00009774255,0.00039370978,0.00011947259,0.000019451887,0.0001281071,0.0000014563066],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021672959,0.0020068707,0.008407206,0.014791591,0.000051002844,0.0000016199715,0.9004656,2.3718258e-7,0.000025420914,0.000019318577,0.00034477437,0.052213386],"study_design_scores_gemma":[0.011448645,0.014691105,0.2711436,0.0020243314,0.000031453903,0.0000012390693,0.7002245,0.000030633317,0.000102609665,0.0000605186,0.00007134324,0.00017004482],"about_ca_topic_score_codex":0.00022834707,"about_ca_topic_score_gemma":0.00007099758,"teacher_disagreement_score":0.26273638,"about_ca_system_score_codex":0.000047872396,"about_ca_system_score_gemma":0.00029568007,"threshold_uncertainty_score":0.5547578},"labels":[],"label_agreement":null},{"id":"W2600629609","doi":"10.2196/mhealth.6496","title":"Cloudy with a Chance of Pain: Engagement and Subsequent Attrition of Daily Data Entry in a Smartphone Pilot Study Tracking Weather, Disease Severity, and Physical Activity in Patients With Rheumatoid Arthritis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Data collection; Android (operating system); Focus group; mHealth; Accelerometer; Rheumatoid arthritis; Global Positioning System; Physical therapy; Computer science; Nursing; Internal medicine","score_opus":0.07979728966320336,"score_gpt":0.35667674107139696,"score_spread":0.2768794514081936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600629609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99450094,0.0027607165,0.000013361815,0.00055864314,0.000013386361,0.0020202678,0.0001164672,0.000009091163,0.000007122905],"genre_scores_gemma":[0.9777504,0.021991586,0.00006207103,0.000035994915,0.000015488335,0.0000909166,0.000034406934,0.000017365523,0.0000017346957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806243,0.0003787166,0.00029861514,0.00045270618,0.00042836097,0.0003791795],"domain_scores_gemma":[0.9985981,0.000104166254,0.00027566872,0.00056023075,0.00007240605,0.00038941763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011582093,0.00017889524,0.0005979596,0.0001306819,0.00020484914,0.000034591478,0.00010808181,0.00002363947,0.0000023827772],"category_scores_gemma":[0.00009636448,0.00014134956,0.000009377812,0.00010152492,0.0002886466,0.00033131483,0.0001399316,0.00029978252,1.10257e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009140858,0.005720419,0.9022277,0.0014002777,0.000025382886,0.000026645908,0.002643739,2.2413384e-7,0.000023491439,0.000015374593,0.000007697733,0.07876818],"study_design_scores_gemma":[0.016118707,0.0078030503,0.9729501,0.0019838521,0.0000053670788,0.000004259086,0.00071126973,0.0002516119,0.000012917565,0.00003630107,0.000011462357,0.00011111704],"about_ca_topic_score_codex":0.0019102267,"about_ca_topic_score_gemma":0.003223148,"teacher_disagreement_score":0.07865706,"about_ca_system_score_codex":0.000046308338,"about_ca_system_score_gemma":0.00026152,"threshold_uncertainty_score":0.5764068},"labels":[],"label_agreement":null},{"id":"W2603030524","doi":"10.2196/mhealth.5892","title":"Investigating the Perceptions of Care Coordinators on Using Behavior Theory-Based Mobile Health Technology With Medicaid Populations: A Grounded Theory Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grounded theory; Medicaid; Perception; Psychology; Health care; Qualitative research; Gerontology; Applied psychology; Social psychology; Medicine; Sociology","score_opus":0.11714879895846135,"score_gpt":0.5055454676761535,"score_spread":0.38839666871769213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603030524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97018754,0.0013334642,0.0010262263,0.0052830228,0.0004074192,0.020957328,0.00018597848,0.00022893708,0.0003900788],"genre_scores_gemma":[0.96427655,0.00021788245,0.0025166397,0.0039601075,0.00021872847,0.028590685,0.00006557951,0.000086957465,0.00006686154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99273103,0.002442507,0.0017890803,0.0008736401,0.0006557188,0.0015080082],"domain_scores_gemma":[0.9924683,0.00096663693,0.002718229,0.0021295717,0.0004957953,0.0012214648],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045448565,0.0004672115,0.0009947657,0.0005372097,0.014149549,0.000037814094,0.0007238468,0.0003870354,0.0000975889],"category_scores_gemma":[0.00045314932,0.0003232965,0.000080451995,0.0006260797,0.0011308658,0.00016610087,0.00017419097,0.0018583729,0.000015849935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005293156,0.0011200352,0.6664763,0.0046700714,0.00002857896,0.0000032051469,0.015436403,0.000054029046,0.0000072014627,0.19539237,0.00027459333,0.11600786],"study_design_scores_gemma":[0.005744801,0.007158404,0.8173421,0.0016822049,0.0002979005,0.000014928096,0.15590197,0.00033694113,0.0000029363882,0.00872191,0.0023154956,0.00048041073],"about_ca_topic_score_codex":0.0029280588,"about_ca_topic_score_gemma":0.0031399962,"teacher_disagreement_score":0.18667047,"about_ca_system_score_codex":0.00072915386,"about_ca_system_score_gemma":0.0062762285,"threshold_uncertainty_score":0.9999219},"labels":[],"label_agreement":null},{"id":"W2603335062","doi":"10.2196/mhealth.6945","title":"Designing Health Apps to Support Dietetic Professional Practice and Their Patients: Qualitative Results From an International Survey","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"British Dietetic Association","keywords":"Thematic analysis; Usability; mHealth; Medicine; Nursing; Medical education; Health care; Qualitative research; Psychological intervention; Computer science","score_opus":0.2112649271801151,"score_gpt":0.5698977782089335,"score_spread":0.35863285102881837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603335062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85842246,0.0005115737,0.0013179322,0.112970755,0.0031863379,0.01246369,0.00796428,0.00027761993,0.0028853365],"genre_scores_gemma":[0.9355677,0.0034133228,0.0075336285,0.044816427,0.000885892,0.004085142,0.0030852514,0.000091781694,0.0005208992],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98893195,0.004756309,0.0023639917,0.0014852963,0.0006591733,0.0018032774],"domain_scores_gemma":[0.9860976,0.004771423,0.002780341,0.0014098531,0.0010247969,0.0039159926],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011661283,0.0005105657,0.0009385892,0.00027906857,0.0074740076,0.00011756723,0.00070199976,0.0003856881,0.00007437609],"category_scores_gemma":[0.0052983253,0.00043453433,0.00004519723,0.00020661851,0.00023763538,0.0010531483,0.00046115197,0.0015158979,0.00012339657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011575182,0.002569786,0.28461778,0.0032044393,0.00010870501,0.000005154203,0.22840509,0.0000024676585,0.000013450001,0.0055819764,0.08472894,0.37918705],"study_design_scores_gemma":[0.004831397,0.0016907547,0.85667616,0.00051739713,0.000019718485,0.000002149516,0.017302852,0.00011518533,0.0000017101655,0.0007452908,0.117709436,0.00038796532],"about_ca_topic_score_codex":0.018586878,"about_ca_topic_score_gemma":0.0059834844,"teacher_disagreement_score":0.5720584,"about_ca_system_score_codex":0.0005686531,"about_ca_system_score_gemma":0.0041742,"threshold_uncertainty_score":0.99981064},"labels":[],"label_agreement":null},{"id":"W2603635989","doi":"10.2196/mhealth.7185","title":"mHealth for Clinical Decision-Making in Sub-Saharan Africa: A Scoping Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Health care; Clinical decision support system; Workflow; Grey literature; Telemedicine; Medicine; Short Message Service; Decision support system; MEDLINE; Nursing; Knowledge management; Medical education; Computer science; Political science","score_opus":0.47326137837847077,"score_gpt":0.6532248216580006,"score_spread":0.1799634432795298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603635989","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008718558,0.9250038,0.00048543487,0.0015488036,0.002573202,0.0683199,0.00070406706,0.0002605976,0.0010954452],"genre_scores_gemma":[0.000010011092,0.8985731,0.0021004311,0.0073920432,0.002307903,0.08870641,0.00043593365,0.00030416858,0.00017002839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97554564,0.0040472522,0.0119334385,0.0029448546,0.0007988148,0.0047299997],"domain_scores_gemma":[0.9688349,0.015261503,0.008781202,0.003080041,0.0005012404,0.0035411515],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.021233685,0.0014794549,0.010120466,0.0010981724,0.005073404,0.0000641514,0.001445568,0.0024812492,0.00012342483],"category_scores_gemma":[0.004824404,0.0012834739,0.00097076816,0.0010588627,0.00033351724,0.0003057362,0.00049142557,0.0057580746,0.00047169978],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008407742,0.0001224347,0.0000783698,0.43324062,0.0000115095345,0.000004471205,0.0000481143,2.4361546e-8,5.358671e-10,0.00030785883,0.045226805,0.5208757],"study_design_scores_gemma":[0.0011137438,0.00021752945,0.00024923793,0.43964154,0.00037520548,0.000014984851,0.000011939234,0.000011208007,4.322459e-10,0.00043063585,0.5574883,0.000445653],"about_ca_topic_score_codex":0.00018690969,"about_ca_topic_score_gemma":0.001607014,"teacher_disagreement_score":0.5204301,"about_ca_system_score_codex":0.001516913,"about_ca_system_score_gemma":0.033844147,"threshold_uncertainty_score":0.9997955},"labels":[],"label_agreement":null},{"id":"W2604577243","doi":"10.2196/mhealth.6510","title":"Processes and Recommendations for Creating mHealth Apps for Low-Income Populations","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Population; Usability; Health care; Context (archaeology); Internet privacy; Medical education; Nursing; Computer science; Psychological intervention; Environmental health","score_opus":0.18169905006607598,"score_gpt":0.531930757762724,"score_spread":0.350231707696648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604577243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5523236,0.010594437,0.043404564,0.28574616,0.0054046223,0.08695092,0.006429046,0.0013903581,0.00775633],"genre_scores_gemma":[0.8540187,0.009847568,0.0478097,0.0111328475,0.0020269752,0.07184602,0.00096993765,0.00018497134,0.0021632789],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945828,0.00026509404,0.0018792792,0.0010305425,0.00024179793,0.0020004907],"domain_scores_gemma":[0.99223816,0.0021203265,0.0019741966,0.0010219031,0.00067495665,0.0019704779],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026404548,0.00043171665,0.0008653944,0.0002857592,0.020065123,0.00010738433,0.00038183166,0.00044833287,0.000046342862],"category_scores_gemma":[0.0017864688,0.00041741884,0.00007987794,0.00022150653,0.00022113915,0.0004675615,0.00015615797,0.000746288,0.000017390137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013028008,0.0005837841,0.16600461,0.1196908,0.00004273383,7.6761796e-7,0.006790508,0.000003953054,0.00001225574,0.3384171,0.058037836,0.30911285],"study_design_scores_gemma":[0.010889517,0.001293228,0.36967364,0.002635538,0.0002719608,0.000017287864,0.0040491954,0.002931385,0.0000054575694,0.051035088,0.5561995,0.0009982372],"about_ca_topic_score_codex":0.0012430465,"about_ca_topic_score_gemma":0.0025160788,"teacher_disagreement_score":0.49816164,"about_ca_system_score_codex":0.00032377662,"about_ca_system_score_gemma":0.0036308116,"threshold_uncertainty_score":0.99982774},"labels":[],"label_agreement":null},{"id":"W2605596907","doi":"10.2196/mhealth.7268","title":"Usability of a Novel Mobile Health iPad App by Vulnerable Populations","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute","keywords":"mHealth; Usability; Population; Medicine; Health literacy; Telemedicine; Short Message Service; Health equity; Health care; Gerontology; Family medicine; Nursing; Psychological intervention; Public health; Environmental health; Computer science","score_opus":0.15346784507725247,"score_gpt":0.5179831794137745,"score_spread":0.364515334336522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605596907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90716577,0.0107423095,0.005435204,0.032635294,0.0024314704,0.02872811,0.0027126337,0.00060386636,0.009545324],"genre_scores_gemma":[0.96261114,0.00515631,0.004379218,0.0066876826,0.00048432813,0.018522074,0.0003028979,0.00008334378,0.0017730079],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99259627,0.0008537502,0.0027392525,0.0010406534,0.00056022103,0.002209881],"domain_scores_gemma":[0.9910743,0.0006325815,0.0031251803,0.002185816,0.00038526053,0.002596837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049603484,0.00044833444,0.0012826624,0.00022052691,0.011040398,0.000035910976,0.0006544419,0.00046491902,0.0002474741],"category_scores_gemma":[0.000528337,0.00042591052,0.000120022196,0.00030874228,0.0004835079,0.00037919547,0.00026026135,0.001780941,0.00006546326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006985864,0.003440098,0.30262348,0.031421546,0.000039835533,0.0000010647365,0.0062026633,0.000028294464,0.00020962929,0.08453671,0.22683439,0.34396368],"study_design_scores_gemma":[0.006900418,0.0016408061,0.3452017,0.0006822739,0.00006315859,0.000010756123,0.0024226955,0.0014035276,0.000012999252,0.002659319,0.63834834,0.00065401767],"about_ca_topic_score_codex":0.014600509,"about_ca_topic_score_gemma":0.0023750744,"teacher_disagreement_score":0.41151395,"about_ca_system_score_codex":0.00057212583,"about_ca_system_score_gemma":0.0043312367,"threshold_uncertainty_score":0.9998193},"labels":[],"label_agreement":null},{"id":"W2605790420","doi":"10.2196/mhealth.6837","title":"Texting and Mobile Phone App Interventions for Improving Adherence to Preventive Behavior in Adolescents: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":239,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Feinberg School of Medicine; School of Medicine, University of Kansas; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; Northwestern University","keywords":"Mobile phone; mHealth; Psychological intervention; Mobile apps; Psychology; Phone; Applied psychology; Internet privacy; Behavior change; Medicine; Computer science; Social psychology; World Wide Web; Psychiatry; Telecommunications","score_opus":0.23339129040136003,"score_gpt":0.5710670268254239,"score_spread":0.33767573642406384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605790420","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053038373,0.8897296,0.0001817751,0.00022056416,0.0005888143,0.10851279,0.00052542455,0.00012229398,0.000065685315],"genre_scores_gemma":[0.00015919053,0.6915817,0.00041911317,0.0014913707,0.00028643408,0.30504838,0.00015758976,0.00010568492,0.00075053266],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9885827,0.0018003933,0.005612329,0.0015404326,0.0003540271,0.0021101632],"domain_scores_gemma":[0.99018973,0.00094992283,0.0049965386,0.0014465722,0.00033241592,0.0020848375],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005981909,0.00086366036,0.0058253906,0.0005975638,0.0024724707,0.00005345288,0.000661353,0.0007548569,0.000043379492],"category_scores_gemma":[0.0014465112,0.00074383727,0.0005002443,0.00056524633,0.000107789085,0.00020489351,0.00041872953,0.0020476754,0.00017351708],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016922431,0.00014555966,0.000055490527,0.6003909,0.000008087116,0.0000012374317,0.00024167732,8.0023215e-9,1.5457438e-8,0.000057831865,0.0007250732,0.39835718],"study_design_scores_gemma":[0.00081053516,0.0005579146,0.00023164877,0.7791521,0.001534071,0.000017013386,0.00030776585,0.0000069943617,4.6074278e-9,0.000020377498,0.21694359,0.0004180016],"about_ca_topic_score_codex":0.00074466533,"about_ca_topic_score_gemma":0.0011179734,"teacher_disagreement_score":0.39793918,"about_ca_system_score_codex":0.0009638697,"about_ca_system_score_gemma":0.0040382957,"threshold_uncertainty_score":0.9995013},"labels":[],"label_agreement":null},{"id":"W2605932705","doi":"10.2196/mhealth.6436","title":"Technology Use and Preferences for Mobile Phone–Based HIV Prevention and Treatment Among Black Young Men Who Have Sex With Men: Exploratory Research","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Men who have sex with men; Mobile phone; Exploratory research; Psychology; Human immunodeficiency virus (HIV); Mobile technology; Medicine; Gerontology; Mobile device; Computer science; Family medicine; Telecommunications; World Wide Web; Sociology","score_opus":0.1346098965033695,"score_gpt":0.45237322317621714,"score_spread":0.3177633266728477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605932705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900568,0.0009048937,0.00021282866,0.002664348,0.000005567383,0.0035071345,0.00008231268,0.000042206422,0.0025238672],"genre_scores_gemma":[0.969044,0.003076441,0.00040963985,0.000027919677,0.000080496386,0.0020118991,0.00006163419,0.000026014037,0.025261926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980308,0.00018464579,0.00030267343,0.0005168077,0.00029873548,0.00066636765],"domain_scores_gemma":[0.99832356,0.00013000515,0.00016702739,0.00047964722,0.00024575696,0.0006540158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087198196,0.00018399379,0.0004100982,0.00037896459,0.001033403,0.00015914196,0.00009424142,0.00015404062,0.000020073396],"category_scores_gemma":[0.00012296005,0.00013166893,0.000033285392,0.000098597906,0.00086421677,0.0003480778,0.00006622348,0.00031441564,0.0000031816317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002514188,0.0010064406,0.8076795,0.0037608254,0.00014389116,0.000024210076,0.004280438,7.993736e-7,0.00018975163,0.00025201033,0.060849763,0.11929818],"study_design_scores_gemma":[0.023318833,0.09254234,0.79222035,0.0025102007,0.0002886058,0.00005559806,0.03067743,0.040397517,0.001886051,0.0011413149,0.014392566,0.0005691658],"about_ca_topic_score_codex":0.0008360992,"about_ca_topic_score_gemma":0.0023469506,"teacher_disagreement_score":0.11872902,"about_ca_system_score_codex":0.00015968483,"about_ca_system_score_gemma":0.0005827415,"threshold_uncertainty_score":0.7948205},"labels":[],"label_agreement":null},{"id":"W2605963673","doi":"10.2196/mhealth.7080","title":"Design of a Mobile App for Nutrition Education (TreC-LifeStyle) and Formative Evaluation With Families of Overweight Children","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; Formative assessment; Mobile apps; mHealth; Multimedia; Medicine; Gerontology; Medical education; Computer science; Psychology; Obesity; World Wide Web; Psychological intervention; Nursing; Pedagogy; Internal medicine","score_opus":0.06466999367400424,"score_gpt":0.4634148545712235,"score_spread":0.3987448608972193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605963673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951926,0.003704027,0.0063652634,0.001515074,0.0002692875,0.035074394,0.00031055292,0.000057646226,0.0007777527],"genre_scores_gemma":[0.9382404,0.008318808,0.0074088103,0.00060077873,0.00024785253,0.044855766,0.00022584654,0.00003304604,0.00006869552],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99696076,0.0004590477,0.001153011,0.00043606304,0.00035007793,0.0006410471],"domain_scores_gemma":[0.9952707,0.0006073807,0.0021600537,0.00061380584,0.00080608315,0.00054193306],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002337412,0.00023441744,0.0006231169,0.0002519728,0.0020572103,0.0000128912625,0.00017351202,0.00024664088,0.000020564336],"category_scores_gemma":[0.000155763,0.00019728465,0.000034397424,0.00014566924,0.00025236697,0.0003400281,0.000050267,0.0003289021,0.0000028936201],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036522492,0.0023225609,0.1400711,0.04943825,0.00007261991,1.10875874e-7,0.01737532,0.00002661325,0.00012096891,0.021144865,0.009613598,0.75616175],"study_design_scores_gemma":[0.013831947,0.0047840765,0.940464,0.0026846323,0.00039871313,0.00001540349,0.009200545,0.004313475,0.00014279959,0.006907195,0.016747205,0.0005099833],"about_ca_topic_score_codex":0.0009059233,"about_ca_topic_score_gemma":0.00017741621,"teacher_disagreement_score":0.8003929,"about_ca_system_score_codex":0.00017382717,"about_ca_system_score_gemma":0.0040270416,"threshold_uncertainty_score":0.99924195},"labels":[],"label_agreement":null},{"id":"W2606600162","doi":"10.2196/mhealth.6654","title":"Developing a Patient-Centered mHealth App: A Tool for Adolescents With Type 1 Diabetes and Their Parents","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Context (archaeology); Personalization; Digital health; Type 1 diabetes; Medicine; Focus group; Psychology; Health care; Internet privacy; Diabetes mellitus; Nursing; Computer science; Psychological intervention; World Wide Web","score_opus":0.09928972984704955,"score_gpt":0.4337906846863195,"score_spread":0.33450095483926995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606600162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779552,0.0019920762,0.0007341389,0.0066472786,0.0008416841,0.011121407,0.00024748233,0.00022349335,0.00023721193],"genre_scores_gemma":[0.9719084,0.0047423956,0.002290548,0.011734199,0.00046606746,0.008523902,0.00013280791,0.00010131046,0.00010038983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994448,0.00038565064,0.0013780814,0.0010645386,0.00030213228,0.002421595],"domain_scores_gemma":[0.99479866,0.00034547804,0.0015566065,0.0010976795,0.00047319906,0.0017283629],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012855523,0.00054194493,0.0009388669,0.00020808,0.0076914234,0.000082578204,0.00039131063,0.00038379623,0.000013285486],"category_scores_gemma":[0.00028191737,0.00041635375,0.000054309017,0.00019825573,0.00025226138,0.00031084078,0.00024100632,0.0008845537,0.000028696793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017331671,0.00028108375,0.7354945,0.028227856,0.00002874539,0.0000015381883,0.0036962593,3.9296077e-7,0.000014804638,0.0039730226,0.0041795825,0.22236907],"study_design_scores_gemma":[0.008506903,0.001856776,0.8623113,0.003795608,0.00008223984,0.000010096569,0.0024436102,0.00048139543,0.000012363897,0.0018262356,0.117931776,0.00074171636],"about_ca_topic_score_codex":0.00034626122,"about_ca_topic_score_gemma":0.00056429923,"teacher_disagreement_score":0.22162735,"about_ca_system_score_codex":0.00039899637,"about_ca_system_score_gemma":0.003183716,"threshold_uncertainty_score":0.9998288},"labels":[],"label_agreement":null},{"id":"W2606884229","doi":"10.2196/mhealth.7036","title":"Development and Testing of the MyHealthyPregnancy App: A Behavioral Decision Research-Based Tool for Assessing and Communicating Pregnancy Risk","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Usability; Psychological intervention; Pregnancy; Mood; Population; Odds ratio; Digital health; Phone; Odds; Family medicine; Health care; Psychology; Clinical psychology; Psychiatry; Computer science; Environmental health; Logistic regression","score_opus":0.36842392861256124,"score_gpt":0.5754326005956508,"score_spread":0.2070086719830896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606884229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773174,0.0063227294,0.0007692958,0.0049397442,0.00027444182,0.009789099,0.000099896766,0.00008461104,0.00040281858],"genre_scores_gemma":[0.90068865,0.0027935465,0.087676,0.000735894,0.00013093137,0.007825585,0.000016481428,0.000058787497,0.00007412397],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99420404,0.0011505401,0.0017833073,0.0007522533,0.00051653635,0.0015933397],"domain_scores_gemma":[0.99014187,0.004420452,0.0022545112,0.0016003124,0.0006335886,0.0009492717],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0067041144,0.00030983766,0.0006708587,0.00016960461,0.020358954,0.00009080651,0.000593175,0.00036692905,0.0000059156205],"category_scores_gemma":[0.0023648813,0.00024156863,0.000046032088,0.00026451412,0.00078852364,0.00022003037,0.00062799954,0.0017418797,0.0000030238918],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012439193,0.00014832299,0.30478325,0.008335599,0.000003499621,3.6204767e-7,0.0020266538,6.1715895e-7,0.000013768985,0.0024113571,0.0003433061,0.6818089],"study_design_scores_gemma":[0.0036648568,0.00031266536,0.94957316,0.007997517,0.000053083102,0.0000050132826,0.001400842,0.0011438483,0.00001750899,0.0024450237,0.03312661,0.00025987404],"about_ca_topic_score_codex":0.0017171453,"about_ca_topic_score_gemma":0.0010831899,"teacher_disagreement_score":0.681549,"about_ca_system_score_codex":0.00027760083,"about_ca_system_score_gemma":0.0042047696,"threshold_uncertainty_score":0.9850883},"labels":[],"label_agreement":null},{"id":"W2606983972","doi":"10.2196/mhealth.7192","title":"User Interest in Digital Health Technologies to Encourage Physical Activity: Results of a Survey in Students and Staff of a German University","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; German; Digital health; Physical activity; Population; Internet privacy; Psychology; Applied psychology; Medicine; Medical education; Computer science; Environmental health; Health care; Nursing; Geography; Physical therapy; Psychological intervention","score_opus":0.1602059399600091,"score_gpt":0.49517570276713613,"score_spread":0.33496976280712704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606983972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877016,0.00015661071,0.000023343158,0.0070043816,0.00009156154,0.0038993352,0.0008352976,0.000051295403,0.00023660115],"genre_scores_gemma":[0.99746656,0.0018031199,0.000081476166,0.00020198627,0.000024514464,0.00022293489,0.000028963897,0.000020755666,0.0001497046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965836,0.0004937325,0.0009983918,0.0006329144,0.0002626706,0.00102873],"domain_scores_gemma":[0.996299,0.0007807502,0.0013035218,0.0008516582,0.00014348891,0.0006215781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022897313,0.00024021564,0.0009689093,0.00057033147,0.00068850466,0.00001745632,0.0005038514,0.00023953241,0.000001691302],"category_scores_gemma":[0.0006659448,0.00023534166,0.00003214555,0.00044325608,0.0002719426,0.00030912046,0.0005661461,0.00093068223,0.0000050108433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030618315,0.0014829342,0.81127435,0.005811389,0.000007874489,0.0000066186053,0.0076124147,0.0000010866629,0.000014968609,0.002601822,0.001179226,0.16694549],"study_design_scores_gemma":[0.0035745231,0.0007439999,0.988363,0.00073734694,0.0000041268613,0.0000010248394,0.0026219299,0.00004857883,0.000004274635,0.00033868855,0.0034257702,0.00013671134],"about_ca_topic_score_codex":0.023153733,"about_ca_topic_score_gemma":0.038693443,"teacher_disagreement_score":0.17708866,"about_ca_system_score_codex":0.00038251272,"about_ca_system_score_gemma":0.0016503036,"threshold_uncertainty_score":0.9833512},"labels":[],"label_agreement":null},{"id":"W2607000247","doi":"10.2196/mhealth.7205","title":"Development of a Culturally Tailored Text Message Maternal Health Program: TextMATCH","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Ethnic group; Phone; Population; Medicine; Mobile phone; Program evaluation; Medical education; Psychology; Family medicine; Nursing; Gerontology; Computer science; Environmental health","score_opus":0.10078092112443848,"score_gpt":0.4905268531787623,"score_spread":0.38974593205432384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607000247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474217,0.002342285,0.00037963627,0.024690883,0.0010174246,0.014801998,0.00013797992,0.00050721795,0.008700824],"genre_scores_gemma":[0.94627124,0.0039954763,0.029037528,0.0052636764,0.0005369687,0.012872175,0.00014106478,0.00009664891,0.0017852291],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9923035,0.0005281303,0.0030447573,0.00094387756,0.00068864314,0.0024910993],"domain_scores_gemma":[0.99165106,0.0001979252,0.003622337,0.0014574653,0.0003985892,0.0026726231],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030627486,0.00051480834,0.0012654765,0.0002502872,0.008818168,0.000063135725,0.0008043096,0.00042112582,0.000238672],"category_scores_gemma":[0.0001521831,0.0004336037,0.00009899775,0.00023737787,0.00034413298,0.00033091725,0.0003646837,0.001259584,0.00022023672],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052609644,0.0005934989,0.074513935,0.021773191,0.00003684446,0.0000037557622,0.010245592,4.62932e-7,0.00006300583,0.014133739,0.017321989,0.86078787],"study_design_scores_gemma":[0.002669483,0.0003814221,0.63928056,0.00080972264,0.00002288369,0.000010550096,0.0016978892,0.00009028925,0.000017665556,0.00043178475,0.3542671,0.00032064674],"about_ca_topic_score_codex":0.0022859143,"about_ca_topic_score_gemma":0.0025636896,"teacher_disagreement_score":0.86046726,"about_ca_system_score_codex":0.00056635,"about_ca_system_score_gemma":0.007696038,"threshold_uncertainty_score":0.9998116},"labels":[],"label_agreement":null},{"id":"W2607088157","doi":"10.2196/mhealth.6544","title":"Immediate Mood Scaler: Tracking Symptoms of Depression and Anxiety Using a Novel Mobile Mood Scale","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; Advanced Research Projects Agency; Defense Advanced Research Projects Agency; U.S. Department of Defense","keywords":"Mood; Patient Health Questionnaire; Clinical psychology; Anxiety; Rumination; Mood disorders; Depression (economics); Psychology; Medicine; Psychiatry; Depressive symptoms; Cognition","score_opus":0.0630404051078745,"score_gpt":0.4331432896011178,"score_spread":0.3701028844932433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607088157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925167,0.0016302313,0.00020269219,0.00039752238,0.00090858556,0.000992388,0.00022157829,0.000050686536,0.003079631],"genre_scores_gemma":[0.9984228,0.00012299085,0.0007430633,0.00019673012,0.00015850809,0.0001446214,0.000014810737,0.000040815106,0.00015563743],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99756616,0.00008576311,0.0007836857,0.0005860587,0.00023419311,0.0007441295],"domain_scores_gemma":[0.9977373,0.0000688463,0.00077877764,0.0006482548,0.00007164944,0.0006951605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058598985,0.0002382741,0.0004690606,0.0001385042,0.00079117605,0.00008597681,0.00023588023,0.00020443898,0.000045910012],"category_scores_gemma":[0.000024503377,0.00022626303,0.00008378915,0.000091241,0.00029514736,0.00039800446,0.0001765486,0.00031785134,0.000009385358],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068716466,0.0021764028,0.41658664,0.004286211,0.000052201147,0.000003071156,0.0041716504,0.0000037228936,0.00048041574,0.0016782915,0.00017480203,0.5696994],"study_design_scores_gemma":[0.0038765366,0.0012749877,0.990826,0.00086708,0.00006906556,0.00015557566,0.0007518972,0.00054692256,0.00027689294,0.0005442677,0.0005199145,0.00029087038],"about_ca_topic_score_codex":0.0011424242,"about_ca_topic_score_gemma":0.00024193837,"teacher_disagreement_score":0.5742394,"about_ca_system_score_codex":0.000091675625,"about_ca_system_score_gemma":0.00012398705,"threshold_uncertainty_score":0.9226738},"labels":[],"label_agreement":null},{"id":"W2607284843","doi":"10.2196/mhealth.7044","title":"A Framework for the Study of Complex mHealth Interventions in Diverse Cultural Settings","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University; NOSM University; Laurentian University","funders":"Canadian Institutes of Health Research; Grand Challenges Canada","keywords":"mHealth; Psychological intervention; Psychology; Medicine; Internet privacy; Computer science; Nursing","score_opus":0.3045918343807839,"score_gpt":0.5704242492087088,"score_spread":0.2658324148279249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607284843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443332,0.0013539589,0.0010957369,0.027806321,0.0010934359,0.023184923,0.00030286238,0.00010717436,0.00072239444],"genre_scores_gemma":[0.97568625,0.0019546829,0.0021914628,0.0040168697,0.0004937776,0.015318311,0.000046154524,0.00004393776,0.00024855888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945107,0.00069395173,0.002186776,0.00070302584,0.0003674474,0.001538112],"domain_scores_gemma":[0.9927491,0.00219626,0.0023514633,0.0014468617,0.00036599912,0.00089033536],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035487406,0.00032708424,0.00088250317,0.00022911659,0.0077590947,0.000039748902,0.000788672,0.00026805975,0.00009835731],"category_scores_gemma":[0.0009878,0.00024039466,0.00014619213,0.0002876,0.0003017815,0.00022436657,0.00031298245,0.0014557751,0.000024264868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024726074,0.0042373124,0.49648288,0.04904609,0.000097006465,0.0000064789365,0.06623805,0.000027383749,0.0000059486215,0.144374,0.049477477,0.18753478],"study_design_scores_gemma":[0.0059434697,0.0011109393,0.91024905,0.0009380998,0.000114509414,0.0000026162254,0.03858751,0.0008096124,2.2362602e-7,0.0031384004,0.03889248,0.0002130579],"about_ca_topic_score_codex":0.007823702,"about_ca_topic_score_gemma":0.010770079,"teacher_disagreement_score":0.4137662,"about_ca_system_score_codex":0.00038980064,"about_ca_system_score_gemma":0.0013828959,"threshold_uncertainty_score":0.9987833},"labels":[],"label_agreement":null},{"id":"W2607487708","doi":"10.2196/mhealth.6582","title":"Assessing the Medication Adherence App Marketplace From the Health Professional and Consumer Vantage Points","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Smartphone app; App store; mHealth; Medicine; Medication adherence; Health literacy; MEDLINE; Health care; World Wide Web; Family medicine; Computer science; Psychological intervention; Nursing; Information retrieval","score_opus":0.11165933644157544,"score_gpt":0.5181564743398331,"score_spread":0.4064971378982577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607487708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5781899,0.013010061,0.0005821491,0.39068827,0.0031619307,0.01114843,0.00034209204,0.00025677052,0.0026203867],"genre_scores_gemma":[0.9143303,0.018968359,0.0009669815,0.0573863,0.0012116226,0.006014058,0.00016405286,0.000064635344,0.0008937012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926579,0.0024782284,0.0015850419,0.00093603565,0.00066749804,0.0016752889],"domain_scores_gemma":[0.989952,0.003922844,0.0024768529,0.0017908276,0.000208091,0.0016493677],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0072787153,0.0004059325,0.00067509833,0.0000764245,0.020527922,0.0001778962,0.0008244939,0.00037095198,0.0002503677],"category_scores_gemma":[0.0008315516,0.00024101746,0.000054949425,0.00016354828,0.00084146456,0.00049765507,0.00044475804,0.0022860598,0.00012694507],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003667847,0.00019181978,0.38303816,0.003410716,0.000030659576,0.000002368044,0.00686111,1.10473536e-7,0.000009226241,0.015930047,0.20715056,0.38300845],"study_design_scores_gemma":[0.0015150441,0.00010524398,0.7957102,0.0005966062,0.000034395984,0.000008345567,0.0039403383,0.00029893446,5.575266e-7,0.0023702278,0.19524424,0.00017588389],"about_ca_topic_score_codex":0.0076942765,"about_ca_topic_score_gemma":0.0026467785,"teacher_disagreement_score":0.41267204,"about_ca_system_score_codex":0.00028742818,"about_ca_system_score_gemma":0.0053201825,"threshold_uncertainty_score":0.9989136},"labels":[],"label_agreement":null},{"id":"W2607633511","doi":"10.2196/mhealth.7226","title":"Clickotine, A Personalized Smartphone App for Smoking Cessation: Initial Evaluation","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; mHealth; Medicine; Psychological intervention; Smartphone app; Abstinence; Family medicine; Download; Internet privacy; Psychiatry; World Wide Web","score_opus":0.17241343809536938,"score_gpt":0.47790624068551485,"score_spread":0.30549280259014544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607633511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892485,0.0002596624,0.0005374024,0.0062628565,0.0006042536,0.0015623246,0.000026825306,0.00007396323,0.0014242071],"genre_scores_gemma":[0.9964018,0.00012614933,0.0003013074,0.0013425015,0.00091274444,0.0004343963,0.00025248082,0.000024871919,0.0002037732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983701,0.00007217762,0.00036067085,0.00034387154,0.0004904256,0.00036276798],"domain_scores_gemma":[0.9986316,0.000059141737,0.00039627025,0.00036669557,0.0002873543,0.0002589596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001469441,0.00015001842,0.000305893,0.00010975228,0.0010927637,0.00009050739,0.00007796741,0.0001554378,0.00010555691],"category_scores_gemma":[0.00023443995,0.00013830049,0.000065228225,0.00006276347,0.00010594712,0.00018609058,0.000021094726,0.00020217674,0.0000017698296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018375068,0.00034667068,0.5805096,0.0025583492,0.00004186003,0.000005370357,0.004170175,0.000001185859,0.00010440933,0.001924385,0.006037985,0.40246254],"study_design_scores_gemma":[0.008348078,0.00045407048,0.98397595,0.00014491174,0.0003608708,0.00003494377,0.00034134104,0.0009628315,0.000072475705,0.00038992023,0.0047761914,0.00013839873],"about_ca_topic_score_codex":0.00017695218,"about_ca_topic_score_gemma":0.000034353216,"teacher_disagreement_score":0.4034664,"about_ca_system_score_codex":0.00018470488,"about_ca_system_score_gemma":0.00062711246,"threshold_uncertainty_score":0.8404766},"labels":[],"label_agreement":null},{"id":"W2607640605","doi":"10.2196/mhealth.6666","title":"Designing Patient-Centered Text Messaging Interventions for Increasing Physical Activity Among Participants With Type 2 Diabetes: Qualitative Results From the Text to Move Intervention","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Robert Wood Johnson Foundation","keywords":"Text messaging; Psychological intervention; Intervention (counseling); mHealth; Type 2 diabetes; Text message; Qualitative research; Psychology; Diabetes mellitus; Medicine; Computer science; World Wide Web; Nursing; Sociology","score_opus":0.2191427106351764,"score_gpt":0.5260327685129657,"score_spread":0.3068900578777892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607640605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788258,0.0003318344,0.002712657,0.008295846,0.00042733038,0.008059524,0.0008212362,0.00012008272,0.0004056817],"genre_scores_gemma":[0.98677266,0.00011780528,0.0018032248,0.0022178602,0.000429738,0.008285538,0.00018120464,0.00006760471,0.00012438763],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.993607,0.0021730906,0.001220742,0.0009189521,0.0003589359,0.0017213237],"domain_scores_gemma":[0.9910063,0.00411192,0.001991214,0.0011197989,0.00042122585,0.0013495375],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038360865,0.00037883755,0.0007501933,0.00013539383,0.006505795,0.00011205429,0.0004250297,0.00019061776,0.000024458015],"category_scores_gemma":[0.0022932286,0.00027753983,0.00015117835,0.0002540488,0.0002515927,0.00043772263,0.0002496088,0.0009451779,0.000039624432],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018982723,0.003289301,0.17742173,0.014582333,0.00034612638,0.000005376964,0.19657274,0.00003775281,0.0003368611,0.0033870498,0.02702088,0.55801713],"study_design_scores_gemma":[0.0057738363,0.001515796,0.9545589,0.00582166,0.00021905605,7.3026206e-7,0.024123624,0.0017239988,0.00006837889,0.0010292383,0.004731244,0.00043350804],"about_ca_topic_score_codex":0.0066623413,"about_ca_topic_score_gemma":0.0024075839,"teacher_disagreement_score":0.77713716,"about_ca_system_score_codex":0.00039609597,"about_ca_system_score_gemma":0.000773861,"threshold_uncertainty_score":0.9999677},"labels":[],"label_agreement":null},{"id":"W2608615377","doi":"10.2196/mhealth.7088","title":"Improving Adherence to Web-Based and Mobile Technologies for People With Psychosis: Systematic Review of New Potential Predictors of Adherence","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Psychosis; mHealth; Mobile technology; Mobile apps; Medicine; Internet privacy; Psychology; Mobile device; World Wide Web; Computer science; Psychiatry; Psychological intervention","score_opus":0.04635941674215122,"score_gpt":0.41382279382241566,"score_spread":0.36746337708026444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608615377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9291182,0.047601976,0.0016604131,0.0034469315,0.0011678755,0.015889004,0.0005548114,0.00020392063,0.00035686351],"genre_scores_gemma":[0.9945867,0.00072321965,0.0014600919,0.00034195077,0.000029479721,0.0025845987,0.000008381336,0.000022211943,0.00024336242],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979089,0.00006738691,0.0009629555,0.00041995978,0.00020267285,0.00043812123],"domain_scores_gemma":[0.9973724,0.00009850886,0.001302678,0.0007583262,0.00013623557,0.00033184656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056304835,0.00019619805,0.00081333105,0.00013551123,0.00022057969,0.00003053615,0.00035069423,0.000106323314,0.000019656076],"category_scores_gemma":[0.00018078358,0.00015478456,0.0000697944,0.00013812385,0.00014977345,0.00013586134,0.000069475864,0.00013344738,0.0000054154457],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004562065,0.00033532822,0.006189006,0.9575093,0.000036028203,9.1634496e-7,0.0005026023,3.3667263e-7,0.0000117424825,0.00042778964,0.002933343,0.031597406],"study_design_scores_gemma":[0.011614005,0.07780809,0.10834876,0.7915792,0.0013028849,0.00010254591,0.005659576,0.00038801564,0.00042941232,0.00090008636,0.0007537161,0.0011137424],"about_ca_topic_score_codex":0.0010459763,"about_ca_topic_score_gemma":0.00036837373,"teacher_disagreement_score":0.16593012,"about_ca_system_score_codex":0.000044324363,"about_ca_system_score_gemma":0.0003317499,"threshold_uncertainty_score":0.6311931},"labels":[],"label_agreement":null},{"id":"W2608772693","doi":"10.2196/mhealth.6005","title":"Use of Fitness and Nutrition Apps: Associations With Body Mass Index, Snacking, and Drinking Habits in Adolescents","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering","keywords":"Snacking; Body mass index; Gerontology; Psychology; Environmental health; Medicine; Obesity","score_opus":0.08328606109778124,"score_gpt":0.43298105908838697,"score_spread":0.3496949979906057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608772693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98739403,0.0011166137,0.0002338847,0.005053666,0.00018852651,0.00554689,0.00010753232,0.00006588927,0.00029294795],"genre_scores_gemma":[0.9872381,0.007500463,0.00073142024,0.0014444662,0.00018571639,0.0027215956,0.000046001678,0.000042230804,0.00009000649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996384,0.00041907787,0.0011411627,0.0006270882,0.0003340114,0.0010946282],"domain_scores_gemma":[0.9964003,0.0003423515,0.0014447862,0.00061397685,0.00023890089,0.0009596971],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012394063,0.00028036046,0.000697577,0.00032621098,0.0027807013,0.000053608866,0.00016981369,0.00039377288,0.0000053756157],"category_scores_gemma":[0.00023628422,0.00026078845,0.00002351646,0.00021683572,0.00025922057,0.00048205024,0.00012744048,0.0010057666,0.00000345546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029164169,0.000201301,0.9728852,0.007685967,0.0000059141703,0.0000020947195,0.0007782731,8.266001e-7,0.000011158144,0.0045592394,0.0003461491,0.013232252],"study_design_scores_gemma":[0.0035271693,0.00025096122,0.98551595,0.0025043916,0.00002818782,0.000004535773,0.0004973703,0.00050753576,0.0000021035519,0.00085984677,0.006110075,0.00019186261],"about_ca_topic_score_codex":0.0042551993,"about_ca_topic_score_gemma":0.006103825,"teacher_disagreement_score":0.013040389,"about_ca_system_score_codex":0.00024173314,"about_ca_system_score_gemma":0.000987012,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W2609856344","doi":"10.2196/mhealth.6347","title":"The Physical Activity Tracker Testing in Youth (P.A.T.T.Y) Study: Content Analysis and Children’s Perceptions","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Content analysis; Perception; BitTorrent tracker; Psychology; Cognition; Applied psychology; mHealth; Tracking (education); Physical activity; Medicine; Computer science; Eye tracking; Physical therapy; Artificial intelligence; Psychological intervention; Psychiatry","score_opus":0.20643180387375287,"score_gpt":0.47975341268471683,"score_spread":0.27332160881096396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609856344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421245,0.00013487859,0.000009745612,0.0025927476,0.00023015575,0.0011767326,0.00013418433,0.000040173894,0.0014689426],"genre_scores_gemma":[0.9990495,0.000020493018,0.000019495277,0.00014761432,0.00011534839,0.00021092319,0.000009810693,0.000016844848,0.0004099972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979883,0.00029414016,0.000395387,0.0005078638,0.00018528181,0.0006290499],"domain_scores_gemma":[0.9983166,0.00023244214,0.00036819826,0.0006318403,0.00004455699,0.0004064],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007567158,0.0001892986,0.00039215857,0.00016329474,0.0017216624,0.0002033613,0.00021779064,0.00006482248,0.000011933315],"category_scores_gemma":[0.000100842415,0.00014250627,0.000077099015,0.0002413671,0.00026609385,0.00021297768,0.000092784445,0.00043489767,0.000019145209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013077428,0.0017480932,0.7895251,0.000040968895,0.00007647985,0.000002958899,0.0057175695,2.2268864e-7,8.724812e-7,0.0005078267,0.000034268414,0.20221487],"study_design_scores_gemma":[0.001045452,0.00079843146,0.9934698,0.000030391446,0.00017404355,0.000006997619,0.004110332,0.00008686308,5.2425264e-7,0.00015485972,0.000009108571,0.00011320899],"about_ca_topic_score_codex":0.011139539,"about_ca_topic_score_gemma":0.007991905,"teacher_disagreement_score":0.20394468,"about_ca_system_score_codex":0.00011890374,"about_ca_system_score_gemma":0.00006944896,"threshold_uncertainty_score":0.99957794},"labels":[],"label_agreement":null},{"id":"W2610540606","doi":"","title":"Mobile applications for eye care in Canada: a review of the iTunes store","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mobile device; Computer science; Internet privacy; Medicine; Optometry; World Wide Web","score_opus":0.11057750770614883,"score_gpt":0.39565075014782686,"score_spread":0.28507324244167803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610540606","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024874538,0.9924225,0.0000017632893,0.00016700709,0.00025059187,0.005549768,0.00014972471,0.000010108525,0.0014236117],"genre_scores_gemma":[0.00015623121,0.9941354,0.000014613043,0.0013559762,0.0004872384,0.003483787,0.00023347297,0.000024373277,0.000108945904],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985474,0.000011494943,0.00069898204,0.00030640807,0.00011095519,0.0003247727],"domain_scores_gemma":[0.9979704,0.00006359685,0.0012880818,0.0005575549,0.000086490574,0.00003386743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040402543,0.00023154444,0.0011565852,0.00010035988,0.00033221813,0.000035935147,0.00042944,0.0001053983,0.00001492899],"category_scores_gemma":[0.00003976048,0.00015194871,0.00015192537,0.00018712757,0.000031572963,0.00015769928,0.00010729567,0.00025309747,0.0000043488803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017076536,0.00000580815,0.00030141734,0.4534464,0.000004087844,1.3997683e-7,0.000009769219,6.8924756e-8,1.09570526e-10,0.0005550731,0.0015170049,0.5441585],"study_design_scores_gemma":[0.00011608317,0.000006787987,0.00044994702,0.03544811,0.00017047912,0.0000010121558,0.000055996446,0.0000039692445,2.3073852e-9,0.00006900378,0.96354514,0.00013347233],"about_ca_topic_score_codex":0.25297397,"about_ca_topic_score_gemma":0.45439813,"teacher_disagreement_score":0.96202815,"about_ca_system_score_codex":0.0002882136,"about_ca_system_score_gemma":0.003218854,"threshold_uncertainty_score":0.7520006},"labels":[],"label_agreement":null},{"id":"W2611245503","doi":"10.2196/mhealth.7168","title":"Mobile Technology Interventions for Asthma Self-Management: Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Meta-analysis; Asthma; mHealth; Medicine; Self-management; Telehealth; Asthma management; Computer science; Psychology; Telemedicine; Health care; Nursing; Political science; Artificial intelligence; Internal medicine","score_opus":0.13686826841647415,"score_gpt":0.5140132153280789,"score_spread":0.3771449469116047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611245503","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036709695,0.7837495,0.0068929577,0.070239134,0.0005319987,0.12618038,0.0013900109,0.0012105135,0.006134517],"genre_scores_gemma":[0.23765406,0.29070228,0.012842718,0.025844887,0.00019976038,0.42341402,0.0002277605,0.0001336102,0.008980908],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99467725,0.0005233984,0.0023043298,0.0009246043,0.00024936086,0.0013210508],"domain_scores_gemma":[0.9938239,0.000414593,0.0023470437,0.0019671167,0.000348835,0.0010985364],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003474436,0.00040063172,0.0032002528,0.0006799589,0.0059553823,0.000046721034,0.0005465728,0.00034812614,0.00016538754],"category_scores_gemma":[0.0002459415,0.00031817248,0.0006097446,0.000582361,0.0001692194,0.00019573522,0.00029744732,0.00067304686,0.000067495064],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002032289,0.00015223371,0.00045020657,0.95009077,0.006451785,0.000001067384,0.00026163526,2.0130824e-7,6.978928e-8,0.037324328,0.004515863,0.00073151663],"study_design_scores_gemma":[0.0036857254,0.0011946361,0.007869954,0.012758554,0.8471831,0.000024545794,0.0020728447,0.00029581803,4.507909e-7,0.007285207,0.116678596,0.00095057883],"about_ca_topic_score_codex":0.00013670258,"about_ca_topic_score_gemma":0.00037641474,"teacher_disagreement_score":0.9373322,"about_ca_system_score_codex":0.00017049626,"about_ca_system_score_gemma":0.00038407985,"threshold_uncertainty_score":0.99992704},"labels":[],"label_agreement":null},{"id":"W2611280086","doi":"10.2196/mhealth.7095","title":"Text Message Feedback to Support Mindfulness Practice in People With Depressive Symptoms: A Pilot Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitätsklinikum Heidelberg","keywords":"Mindfulness; Short Message Service; Randomized controlled trial; Mobile phone; Depression (economics); Psychology; Text messaging; mHealth; Psychotherapist; Phone; Clinical psychology; Applied psychology; Medicine; Psychiatry; Computer science; Internet privacy; Psychological intervention","score_opus":0.03975925535976255,"score_gpt":0.42698109289745806,"score_spread":0.3872218375376955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611280086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9162435,0.00038709314,0.00028133983,0.01545675,0.0021615026,0.019023748,0.000086195614,0.00008315994,0.0462767],"genre_scores_gemma":[0.97836226,0.000015285585,0.00013824285,0.003234024,0.00025311927,0.013330157,0.000024085588,0.000058467995,0.0045843297],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9946046,0.0012797668,0.0016194519,0.0008435992,0.00045907995,0.0011934887],"domain_scores_gemma":[0.9942221,0.0019103127,0.0016280183,0.0009678956,0.00016306154,0.0011085864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032481593,0.00041292745,0.0021288854,0.00033764058,0.00068249606,0.00024990403,0.00046212913,0.00016834852,0.00034588165],"category_scores_gemma":[0.0012475664,0.00031483418,0.0001772208,0.00020814102,0.0003140205,0.0005926891,0.00013629507,0.00053022214,0.00025161012],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96242076,0.0023165653,0.0006076817,0.0004019991,0.00012795925,0.00007004337,0.0021397194,7.145086e-7,1.364485e-7,0.0073625976,0.0023190912,0.022232726],"study_design_scores_gemma":[0.97618294,0.0088414885,0.011246478,0.00033582587,0.00020644104,0.00010732771,0.000745677,0.0000123625505,0.000005390091,0.000475149,0.0015194777,0.0003214364],"about_ca_topic_score_codex":0.0027188626,"about_ca_topic_score_gemma":0.0022619786,"teacher_disagreement_score":0.06211878,"about_ca_system_score_codex":0.00022829078,"about_ca_system_score_gemma":0.00070084224,"threshold_uncertainty_score":0.9999304},"labels":[],"label_agreement":null},{"id":"W2611611259","doi":"10.2196/mhealth.7291","title":"mHealth Assessment: Conceptualization of a Global Framework","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Workgroup; Workflow; Conceptualization; Knowledge management; Telemedicine; Health care; Computer science; Business; Political science","score_opus":0.10834995337020904,"score_gpt":0.5411553209872884,"score_spread":0.43280536761707933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611611259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8560547,0.0046056653,0.022705317,0.03334628,0.003847604,0.0142982155,0.0010452104,0.0005794157,0.063517556],"genre_scores_gemma":[0.9776959,0.0057225353,0.005509521,0.006845192,0.0008029505,0.0030669547,0.00008709342,0.000050737908,0.00021914425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9938307,0.0008172845,0.0020992833,0.00084755506,0.0006042358,0.0018009652],"domain_scores_gemma":[0.99209136,0.00065684365,0.0030054417,0.0017488102,0.00048497855,0.0020125844],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023911246,0.0003959646,0.001010997,0.00011697598,0.006251781,0.00003812472,0.0006408778,0.0006808524,0.00030453838],"category_scores_gemma":[0.00062051043,0.00037714504,0.00009366836,0.00034791126,0.00052292173,0.00033036532,0.00020177821,0.0013156842,0.00008899285],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016669556,0.00017486581,0.4326629,0.0059621646,0.000011107361,0.0000013990768,0.00078365696,0.0000015150254,0.000003541807,0.51595026,0.004791098,0.039490785],"study_design_scores_gemma":[0.0022191869,0.0003921531,0.9166664,0.0006483256,0.00006618229,0.000006130051,0.0009736104,0.00036621955,0.0000013319598,0.028031431,0.050358888,0.00027013983],"about_ca_topic_score_codex":0.0028882911,"about_ca_topic_score_gemma":0.00071966206,"teacher_disagreement_score":0.48791885,"about_ca_system_score_codex":0.00069406704,"about_ca_system_score_gemma":0.005876176,"threshold_uncertainty_score":0.99986804},"labels":[],"label_agreement":null},{"id":"W2611744729","doi":"10.2196/mhealth.6940","title":"Ownership and Use of Commercial Physical Activity Trackers Among Finnish Adolescents: Cross-Sectional Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Activity tracker; Physical activity; Environmental health; Psychology; Medicine; Physical therapy","score_opus":0.19824108771899904,"score_gpt":0.4617742515852858,"score_spread":0.2635331638662868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611744729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974055,0.000016683902,0.000008872377,0.0011778271,0.0001395932,0.001076083,0.000057104695,0.000035614918,0.000082694685],"genre_scores_gemma":[0.99891114,0.00007146137,0.000026952164,0.00036641723,0.000504607,0.000031212647,0.000007237829,0.000020356982,0.00006063281],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981315,0.00016421804,0.00031460996,0.00047309828,0.0004070448,0.0005095356],"domain_scores_gemma":[0.9980225,0.0001601997,0.0004473821,0.00046187537,0.00010314926,0.0008049206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043622789,0.0002152063,0.00071256404,0.00007958154,0.00097178755,0.000104463375,0.00010203381,0.00013660612,0.0000047991043],"category_scores_gemma":[0.00015459438,0.0001810452,0.00007961206,0.000073359864,0.0006166833,0.0005903766,0.00009155447,0.0007444518,0.0000026317498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018700365,0.005175935,0.97635794,0.0017796282,0.000022053166,0.000006762267,0.00097523496,3.252943e-7,0.000043596778,0.000103171675,0.00010854453,0.013556772],"study_design_scores_gemma":[0.0031020057,0.0020014236,0.994028,0.0001272001,0.00005965479,0.000008396826,0.00008367379,0.00026871642,0.000029295492,0.00008870058,0.00007134661,0.00013161179],"about_ca_topic_score_codex":0.0033283865,"about_ca_topic_score_gemma":0.0005668692,"teacher_disagreement_score":0.017670035,"about_ca_system_score_codex":0.00010220445,"about_ca_system_score_gemma":0.00034925973,"threshold_uncertainty_score":0.7474302},"labels":[],"label_agreement":null},{"id":"W2612207358","doi":"10.2196/mhealth.7179","title":"Assessing the Impact of a Novel Smartphone Application Compared With Standard Follow-Up on Mobility of Patients With Knee Osteoarthritis Following Treatment With Hylan G-F 20: A Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Sanofi (Canada)","funders":"","keywords":"Medicine; Osteoarthritis; Randomized controlled trial; Physical therapy; Body mass index; Clinical endpoint; Pedometer; WOMAC; Internal medicine; Physical activity","score_opus":0.029804171129780194,"score_gpt":0.3612698571031481,"score_spread":0.3314656859733679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612207358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98143524,0.00020485574,0.00030238705,0.000178183,0.00010007041,0.01728769,0.00013742235,0.000029656385,0.00032452578],"genre_scores_gemma":[0.99710983,0.00003488658,0.0005853928,0.000035007728,0.0000652734,0.0019306113,0.00015278613,0.00003673942,0.00004945128],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99749756,0.00021663269,0.0007789658,0.0004451223,0.0006122838,0.00044945063],"domain_scores_gemma":[0.9968424,0.00038137738,0.0013968648,0.000769951,0.0002582949,0.00035111103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078482635,0.0003969536,0.002578936,0.00011372302,0.00054302905,0.00006761218,0.00008730017,0.000095308256,0.0000063265506],"category_scores_gemma":[0.0000621701,0.00017668097,0.00032109072,0.00011215845,0.0002451938,0.00017341739,0.000016225149,0.00016252899,4.1130215e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94286865,0.0018555777,0.03469918,0.00017190598,0.0003968003,0.0000050451763,0.00091199705,0.0000049767114,0.000058951096,0.00004136911,0.0000027323645,0.01898281],"study_design_scores_gemma":[0.8878617,0.07530777,0.03465631,0.00057835743,0.00095322076,0.000006514815,0.0002685416,0.00011600216,0.000087499706,0.000014553747,0.000007570787,0.00014193954],"about_ca_topic_score_codex":0.000801391,"about_ca_topic_score_gemma":0.00047881034,"teacher_disagreement_score":0.0734522,"about_ca_system_score_codex":0.00031830135,"about_ca_system_score_gemma":0.0011269122,"threshold_uncertainty_score":0.7204841},"labels":[],"label_agreement":null},{"id":"W2613293972","doi":"10.2196/mhealth.6491","title":"eTEST: Developing a Smart Home HIV Testing Kit that Enables Active, Real-Time Follow-Up and Referral After Testing","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Referral; Human immunodeficiency virus (HIV); Medicine; Test (biology); Hiv test; Family medicine; Medical emergency; Health services; Environmental health","score_opus":0.14815276121999554,"score_gpt":0.4129778571741553,"score_spread":0.26482509595415976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613293972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805308,0.00053760665,0.000043526605,0.005215468,0.000076671466,0.0008182487,0.000056267883,0.00012630378,0.012595105],"genre_scores_gemma":[0.9792845,0.0006797564,0.008493065,0.0005509596,0.00029642976,0.00019346259,0.00004022457,0.000053705015,0.010407871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734676,0.00013478784,0.00047504375,0.00057634636,0.0003731228,0.0010939392],"domain_scores_gemma":[0.9974456,0.0003791025,0.0003210216,0.00051124266,0.00024759452,0.0010954746],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008280926,0.00028084026,0.0005636285,0.00024892428,0.0014090751,0.00019925712,0.00016051956,0.00015066251,0.000062069856],"category_scores_gemma":[0.0015678555,0.00023903351,0.000068900634,0.00018718009,0.00022400744,0.000441883,0.00021556292,0.0005449858,0.00005303367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001206481,0.0001718369,0.77882266,0.00616338,0.00007326546,0.00016333796,0.0014980546,7.654105e-8,0.0012971486,0.00020188536,0.009990814,0.20041108],"study_design_scores_gemma":[0.0025926642,0.0018302983,0.98795843,0.0023024003,0.000063953004,0.0001971318,0.0002876656,0.0010385226,0.000080643265,0.00031949778,0.0030571583,0.00027161743],"about_ca_topic_score_codex":0.0016880328,"about_ca_topic_score_gemma":0.00031151838,"teacher_disagreement_score":0.20913582,"about_ca_system_score_codex":0.00019820534,"about_ca_system_score_gemma":0.00092196505,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W2615076621","doi":"10.2196/mhealth.6638","title":"Effect of a Counseling Session Bolstered by Text Messaging on Self-Selected Health Behaviors in College Students: A Preliminary Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Randomized controlled trial; Text messaging; Psychology; College health; Medical education; Applied psychology; Clinical psychology; Multimedia; Medicine; Computer science; Family medicine; Internet privacy; World Wide Web","score_opus":0.026241751339393778,"score_gpt":0.46660232748925856,"score_spread":0.4403605761498648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615076621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9229181,0.00297143,0.00003755536,0.0051938836,0.0009996322,0.06647098,0.0001910647,0.00023229893,0.0009851002],"genre_scores_gemma":[0.93566763,0.008671304,0.00014946367,0.0028085972,0.00027341308,0.051759902,0.00012810233,0.00010200568,0.00043955023],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.980761,0.0094707925,0.0049910555,0.0012208541,0.0011782019,0.0023780905],"domain_scores_gemma":[0.98382604,0.006922373,0.0056636813,0.0013898078,0.0003440822,0.0018539916],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.021369642,0.00076043035,0.0052492036,0.00066397374,0.004572089,0.000047167596,0.00076511776,0.00067132496,0.000055994977],"category_scores_gemma":[0.0018093601,0.00058584585,0.00027865832,0.0005127279,0.00026679193,0.00025846568,0.00019734573,0.0021257247,0.00002256139],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9584848,0.001590193,0.012292596,0.009442521,0.00005575409,0.000005740266,0.003038494,0.0000015817599,0.000012830363,0.00089338596,0.007742293,0.006439769],"study_design_scores_gemma":[0.9730551,0.007078072,0.0130981505,0.0024580115,0.00022615158,0.000004358807,0.0006231096,0.00066102674,0.00000810644,0.00008151419,0.0023295644,0.00037682935],"about_ca_topic_score_codex":0.0035978898,"about_ca_topic_score_gemma":0.00046594252,"teacher_disagreement_score":0.019560281,"about_ca_system_score_codex":0.0009760957,"about_ca_system_score_gemma":0.005180871,"threshold_uncertainty_score":0.9996593},"labels":[],"label_agreement":null},{"id":"W2615938137","doi":"10.2196/mhealth.6926","title":"North American Public Opinion Survey on the Acceptability of Crowdsourcing Basic Life Support for Out-of-Hospital Cardiac Arrest With the PulsePoint Mobile Phone App","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Phone; Polling; Mobile phone; Crowdsourcing; Basic life support; Medical emergency; Resuscitation; Emergency medicine; World Wide Web; Computer science","score_opus":0.047310495745398355,"score_gpt":0.3594372330970869,"score_spread":0.31212673735168855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615938137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749,0.00013350564,0.00009078699,0.0071663978,0.0020739946,0.0025249666,0.0002468705,0.000020824806,0.00025267465],"genre_scores_gemma":[0.99811035,0.00034589972,0.00006164316,0.00038859464,0.0006065615,0.0002912878,0.00015380926,0.000026813057,0.000015038803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981138,0.0002552309,0.0004558228,0.00034589227,0.00038909842,0.00044014427],"domain_scores_gemma":[0.9970379,0.000575961,0.0008356111,0.00086205365,0.000305866,0.00038259145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020951612,0.00019156214,0.0006399204,0.00005873083,0.00067653385,0.000044586795,0.00018550486,0.000052850817,0.000011713784],"category_scores_gemma":[0.0005170965,0.00010036793,0.00015087362,0.00016875612,0.00066295225,0.000091982074,0.00005453562,0.00028535599,0.0000021729081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012951334,0.00029237484,0.9531194,0.0011264266,0.00008781374,4.921554e-7,0.003207049,0.0000061964124,0.000004778608,0.00008669783,0.0047439737,0.036029685],"study_design_scores_gemma":[0.00081681414,0.001612017,0.9917942,0.000029032251,0.000053118554,1.832301e-7,0.0014759864,0.000041956784,0.000018286943,0.0000051322645,0.004053942,0.000099305915],"about_ca_topic_score_codex":0.0017466785,"about_ca_topic_score_gemma":0.0019801243,"teacher_disagreement_score":0.038674846,"about_ca_system_score_codex":0.00006837052,"about_ca_system_score_gemma":0.0008931362,"threshold_uncertainty_score":0.520342},"labels":[],"label_agreement":null},{"id":"W2616486323","doi":"10.2196/mhealth.7798","title":"Text Messaging and Mobile Phone Apps as Interventions to Improve Adherence in Adolescents With Chronic Health Conditions: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":228,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"mHealth; Mobile phone; Psychological intervention; Text messaging; Internet privacy; Phone; Psychology; Medicine; eHealth; Computer science; Applied psychology; Health care; Nursing; Telecommunications","score_opus":0.1373061786374086,"score_gpt":0.5395796224993835,"score_spread":0.40227344386197494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616486323","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005777475,0.925517,0.000062365005,0.0017523388,0.00041137467,0.071258605,0.000481813,0.00018221034,0.00027651328],"genre_scores_gemma":[0.0014999758,0.8278962,0.00010658515,0.0067142486,0.00024973502,0.16235378,0.00029053373,0.00016385457,0.0007251154],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.985411,0.0030693093,0.0059727756,0.0020051312,0.0006513258,0.0028904865],"domain_scores_gemma":[0.9872727,0.0005601584,0.0058575957,0.0022485831,0.00029523167,0.0037657586],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0054476643,0.0012047231,0.0072529186,0.0010041229,0.003375988,0.00007690531,0.00081255985,0.0006924727,0.00009403569],"category_scores_gemma":[0.00046213128,0.00095841783,0.00032701445,0.0010659862,0.00025137284,0.00028448724,0.0004178905,0.0033650163,0.000632002],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026588234,0.00019044544,0.00007344575,0.82804173,0.000023312588,0.000006401502,0.00038992323,1.1026019e-7,1.1251479e-8,0.00044860586,0.0018784769,0.16892095],"study_design_scores_gemma":[0.0012418517,0.0010335194,0.00028637474,0.76930606,0.0006160407,0.000071930896,0.00029597557,0.0000050981266,4.4936725e-9,0.000050798193,0.22657971,0.00051264564],"about_ca_topic_score_codex":0.0032242504,"about_ca_topic_score_gemma":0.0051573054,"teacher_disagreement_score":0.22470124,"about_ca_system_score_codex":0.0025938265,"about_ca_system_score_gemma":0.016261324,"threshold_uncertainty_score":0.99928665},"labels":[],"label_agreement":null},{"id":"W2617228549","doi":"10.2196/mhealth.7323","title":"Uptake of an Incentive-Based mHealth App: Process Evaluation of the Carrot Rewards App","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; University of British Columbia; University Health Network","funders":"Diabetes Canada; Ministry of Health, British Columbia; Public Health Agency; Public Health Agency of Canada","keywords":"mHealth; Incentive; Loyalty; Public health; Upload; Psychology; Descriptive statistics; Medicine; Advertising; Gerontology; Demography; Business; Marketing; Computer science; Nursing; World Wide Web; Sociology; Psychological intervention","score_opus":0.14962568957407582,"score_gpt":0.5235628496770932,"score_spread":0.37393716010301736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617228549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746705,0.001079019,0.00011305004,0.0067687123,0.0010379016,0.012231285,0.00034627886,0.00011883415,0.0036343904],"genre_scores_gemma":[0.98896986,0.00063929445,0.0005503929,0.0026807676,0.000453501,0.006415758,0.00009246495,0.00006697937,0.00013100792],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99146193,0.0019384897,0.0025818527,0.00089011283,0.0015805681,0.0015470693],"domain_scores_gemma":[0.98932517,0.0003477082,0.004471095,0.002539958,0.0018325858,0.0014835069],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009808227,0.00041261967,0.0010186158,0.00025286103,0.0052648564,0.000020363404,0.0010420213,0.00052482914,0.00012021383],"category_scores_gemma":[0.000890033,0.00031998902,0.0001289097,0.0004680511,0.00058994844,0.0003280415,0.00016504402,0.0012934825,0.000015800457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023479203,0.0021391565,0.29218948,0.064872034,0.00005229901,0.0000012210116,0.011387809,0.00019642687,0.00014787655,0.020270368,0.0042594536,0.60213596],"study_design_scores_gemma":[0.0054408736,0.0005720376,0.96781963,0.00093080726,0.0002231497,0.0000024242474,0.0020262185,0.0059220497,0.000083033614,0.003258047,0.013446752,0.00027496656],"about_ca_topic_score_codex":0.003970794,"about_ca_topic_score_gemma":0.0030559243,"teacher_disagreement_score":0.67563015,"about_ca_system_score_codex":0.0005578069,"about_ca_system_score_gemma":0.017513597,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W2618818671","doi":"10.2196/mhealth.7046","title":"Human-Centered Design Study: Enhancing the Usability of a Mobile Phone App in an Integrated Falls Risk Detection System for Use by Older Adult Users","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"FP7 Information and Communication Technologies","keywords":"Usability; User-centered design; Computer science; End user; Mobile phone; Context (archaeology); User interface; Heuristic evaluation; New product development; User experience design; Product (mathematics); Documentation; Usability engineering; User interface design; Human–computer interaction; World Wide Web","score_opus":0.06191748765296196,"score_gpt":0.3905502678184431,"score_spread":0.32863278016548114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618818671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909148,0.00007070856,0.002983719,0.00016914788,0.00021245237,0.005423287,0.000064012056,0.00015584975,0.0000060114703],"genre_scores_gemma":[0.9984886,0.00008761272,0.000407831,0.000049563758,0.00004623683,0.0008772651,0.0000043812092,0.000019079685,0.000019415711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99674237,0.001195303,0.0006920363,0.0005127681,0.0002603737,0.00059712253],"domain_scores_gemma":[0.99771607,0.00031178334,0.0008243233,0.0006771234,0.00024353423,0.00022713859],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036847764,0.00018300486,0.00044602543,0.00011674107,0.0022512728,0.00011935572,0.00046629325,0.00023377806,0.000002100421],"category_scores_gemma":[0.00052204897,0.00014348196,0.00004342518,0.00021176119,0.00043108035,0.00043615545,0.000048797083,0.00038420543,0.0000010306363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011571116,0.0027204757,0.6891738,0.001866124,0.00006182025,0.0000028906,0.1874966,0.000022387116,0.0020705145,0.00018801304,0.00044585313,0.1147944],"study_design_scores_gemma":[0.0070480444,0.0030333218,0.73141724,0.0004172604,0.00010822147,0.0000018835981,0.25350863,0.0012209314,0.0023535956,0.00014375489,0.00032080492,0.00042631113],"about_ca_topic_score_codex":0.07345848,"about_ca_topic_score_gemma":0.25020146,"teacher_disagreement_score":0.176743,"about_ca_system_score_codex":0.00043330208,"about_ca_system_score_gemma":0.00034452215,"threshold_uncertainty_score":0.99904764},"labels":[],"label_agreement":null},{"id":"W2618914441","doi":"10.2196/mhealth.7141","title":"Smart Devices for Older Adults Managing Chronic Disease: A Scoping Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":240,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"CINAHL; mHealth; Psychological intervention; Usability; MEDLINE; eHealth; Telemedicine; Telehealth; Medicine; Interactivity; Thematic analysis; Digital health; Applied psychology; Health care; Psychology; Computer science; Qualitative research; World Wide Web; Nursing; Human–computer interaction","score_opus":0.20230139503579544,"score_gpt":0.5696907772885692,"score_spread":0.36738938225277373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618914441","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002082128,0.9169072,0.00012009608,0.004858929,0.0014004617,0.07487392,0.0006696039,0.000323403,0.00084428897],"genre_scores_gemma":[0.0000061606393,0.83663136,0.000282544,0.008421508,0.0023119058,0.14966388,0.0014445772,0.00024070413,0.000997349],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9879071,0.0013559656,0.0045222733,0.0021460983,0.0005571064,0.0035114272],"domain_scores_gemma":[0.9855513,0.001986409,0.005368454,0.002464243,0.0003942511,0.004235331],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0041282293,0.001214823,0.0052224924,0.00050064793,0.00690195,0.000059335518,0.000993076,0.0009081944,0.00023466266],"category_scores_gemma":[0.0005062924,0.0010375812,0.000618233,0.00044861637,0.00018566077,0.00027484796,0.00034405477,0.0023655326,0.00037324053],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032609703,0.000037530946,0.000030410896,0.49874902,0.000013784205,0.0000018041565,0.00004828005,9.046421e-9,1.7979722e-10,0.0005155089,0.010330758,0.49024028],"study_design_scores_gemma":[0.00076550205,0.00007946347,0.0002782359,0.4644667,0.00068137265,0.000005406682,0.000022019898,0.00001073831,3.7347886e-10,0.000049565253,0.5332618,0.00037921485],"about_ca_topic_score_codex":0.00032028687,"about_ca_topic_score_gemma":0.00120845,"teacher_disagreement_score":0.52293104,"about_ca_system_score_codex":0.0013290048,"about_ca_system_score_gemma":0.027986145,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W2619185795","doi":"10.2196/mhealth.6939","title":"Cognitive Testing in People at Increased Risk of Dementia Using a Smartphone App: The iVitality Proof-of-Principle Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Ministerie van Volksgezondheid, Welzijn en Sport; ZonMw; European Commission","keywords":"Dementia; Cognition; Proof of concept; Smartphone app; Psychology; Computer science; Applied psychology; Medicine; Cognitive psychology; Gerontology; Human–computer interaction; Internet privacy; Psychiatry; Disease; Operating system","score_opus":0.10568983281525296,"score_gpt":0.446069362785037,"score_spread":0.34037952996978404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619185795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99501306,0.0004298738,0.00004814592,0.0001571433,0.00003910549,0.003697303,0.00004997623,0.0000120566,0.00055332185],"genre_scores_gemma":[0.99945414,0.00005121585,0.0001370341,0.00009004206,0.000047844027,0.00015722305,0.000015967333,0.000015788051,0.000030722604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975644,0.0004728959,0.00059702067,0.0003496599,0.00050182315,0.00051425066],"domain_scores_gemma":[0.99788195,0.00041204644,0.0007021383,0.00041381895,0.0002964696,0.00029358343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028647422,0.00016385001,0.0005075983,0.00014067594,0.0007005971,0.000024021061,0.00013858962,0.000054154018,0.000027650965],"category_scores_gemma":[0.0011143709,0.00011784809,0.000049645063,0.00025583527,0.00024284402,0.000104991675,0.00027950833,0.0003208133,0.0000014917179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010300527,0.0014285959,0.9818774,0.0012160033,0.00008386102,0.000011347454,0.001782759,4.4591107e-7,0.00015761818,0.0000056674407,0.0000065211657,0.012399723],"study_design_scores_gemma":[0.0052281804,0.0017274654,0.9885045,0.00041852295,0.0003636476,0.000013164877,0.0021632684,0.00088634336,0.0005588435,0.000042231168,0.00000832011,0.000085473424],"about_ca_topic_score_codex":0.010691398,"about_ca_topic_score_gemma":0.0035164505,"teacher_disagreement_score":0.01231425,"about_ca_system_score_codex":0.00011329216,"about_ca_system_score_gemma":0.0007330081,"threshold_uncertainty_score":0.9958965},"labels":[],"label_agreement":null},{"id":"W2619319027","doi":"10.2196/mhealth.6261","title":"Mobile App Design, Development, and Publication for Adverse Drug Reaction Assessments of Causality, Severity, and Preventability","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pharmacovigilance and Adverse Drug Reactions","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Medicine; Adverse effect; Pharmacovigilance; Adverse drug reaction; System usability scale; Mobile apps; Drug reaction; Scale (ratio); Drug; Medical emergency; Pharmacology; World Wide Web; Heuristic evaluation; Computer science","score_opus":0.2507058802433056,"score_gpt":0.5494571709237669,"score_spread":0.2987512906804613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619319027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995545,0.00034179122,0.0003966673,0.0008318395,0.0003382404,0.0018308018,0.00012683988,0.000046922934,0.0005418866],"genre_scores_gemma":[0.99463683,0.0020441427,0.0014973552,0.0006414689,0.00009217757,0.0005205755,0.00006685591,0.000013706178,0.00048686448],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845487,0.0002333677,0.0004394067,0.00039219836,0.000111280526,0.00036887862],"domain_scores_gemma":[0.9984328,0.00023121327,0.0005466224,0.0002327457,0.00013037777,0.0004262014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017104842,0.0001747455,0.00029525527,0.00008453981,0.0011507409,0.00002959173,0.00012107719,0.00015754314,0.000017371465],"category_scores_gemma":[0.00006812006,0.00017538526,0.000028414206,0.000054303382,0.00023181073,0.0005165006,0.000098326076,0.0003427274,0.0000024126603],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003291544,0.00257895,0.44264415,0.0103822155,0.00034100743,0.0000047261265,0.008198501,0.000015943582,0.019704292,0.0014370554,0.012740763,0.49866086],"study_design_scores_gemma":[0.006111767,0.0003780932,0.7248639,0.00007443844,0.00032699687,0.00003766258,0.00091442524,0.0024527567,0.01330398,0.0014295114,0.24963191,0.0004745591],"about_ca_topic_score_codex":0.00013265878,"about_ca_topic_score_gemma":0.00005766753,"teacher_disagreement_score":0.4981863,"about_ca_system_score_codex":0.00010334326,"about_ca_system_score_gemma":0.00039123252,"threshold_uncertainty_score":0.88506854},"labels":[],"label_agreement":null},{"id":"W2619668451","doi":"10.2196/mhealth.7040","title":"Perceptions of Patient Engagement Applications During Pregnancy: A Qualitative Assessment of the Patient’s Perspective","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; mHealth; Thematic analysis; Pregnancy; Usability; Psychological intervention; Medicine; Mobile phone; Personalization; Qualitative research; Health care; Family medicine; Nursing; Psychology; Computer science; World Wide Web","score_opus":0.09601122562977397,"score_gpt":0.5276473691983317,"score_spread":0.4316361435685577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619668451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607219,0.0012169544,0.00047658765,0.00954123,0.0004206715,0.0148945935,0.00046642913,0.000069368485,0.01219226],"genre_scores_gemma":[0.97771627,0.0021268504,0.0015794099,0.00053659343,0.000106812644,0.017656147,0.00001825491,0.000034562458,0.00022509033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99484456,0.001464866,0.0016765957,0.00059025147,0.0005374152,0.00088631717],"domain_scores_gemma":[0.99356765,0.0005180242,0.0029443013,0.0015960027,0.00072407635,0.00064995064],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009107897,0.00027092866,0.00061724917,0.00016754727,0.006345173,0.0000119177075,0.0004643399,0.0002060797,0.000117781696],"category_scores_gemma":[0.00022007097,0.00020928198,0.00012940457,0.00025852,0.0004902213,0.00015816769,0.00039927987,0.0010529903,0.000011014731],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027970478,0.0021436343,0.23258989,0.02401252,0.000104421895,0.0000012474712,0.24676408,0.000018590876,0.0004098887,0.43082827,0.0018406009,0.06100717],"study_design_scores_gemma":[0.0016889881,0.0004811344,0.8825368,0.0011557463,0.00009247077,0.0000030712094,0.10067575,0.00007085338,0.000031678443,0.0045146523,0.008519245,0.00022959242],"about_ca_topic_score_codex":0.0023024452,"about_ca_topic_score_gemma":0.0005828816,"teacher_disagreement_score":0.6499469,"about_ca_system_score_codex":0.0006575674,"about_ca_system_score_gemma":0.0027001372,"threshold_uncertainty_score":0.99494845},"labels":[],"label_agreement":null},{"id":"W2619831286","doi":"10.2196/mhealth.6697","title":"A Smartphone-Based Approach for Triage of Human Papillomavirus-Positive Sub-Saharan African Women: A Prospective Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Cervical intraepithelial neoplasia; Medicine; Cervical cancer; Endocervical curettage; Incidence (geometry); Gynecology; Colposcopy; Biopsy; Pathological; Prospective cohort study; Koilocyte; Internal medicine; Cancer; Oncology; Obstetrics","score_opus":0.09701845961241513,"score_gpt":0.44043580675608884,"score_spread":0.3434173471436737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619831286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851889,0.0005335275,0.00015481956,0.0008556494,0.000052045787,0.0071473294,0.0001500716,0.000039175553,0.0058784727],"genre_scores_gemma":[0.9965806,0.00009961081,0.00018720631,0.00044300963,0.000272659,0.002152814,0.00004092438,0.000036705198,0.00018644717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974926,0.00014165926,0.00051322015,0.0005844291,0.0004756366,0.0007924201],"domain_scores_gemma":[0.99769944,0.00012765573,0.00034350235,0.0006632388,0.00031917676,0.0008469592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013147847,0.000227944,0.0008806254,0.00019108612,0.00097125757,0.00005305025,0.00019298407,0.00010420036,0.000065688124],"category_scores_gemma":[0.00014014175,0.00018420423,0.00010396204,0.00016604144,0.00029274545,0.000081006314,0.00006495192,0.0003888968,0.000001489164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09825898,0.022264866,0.5958065,0.028731631,0.00057916273,0.00006096083,0.036651947,0.0000019798958,0.0015493142,0.001812153,0.0030701521,0.21121237],"study_design_scores_gemma":[0.018355114,0.014110874,0.9643911,0.000039553175,0.00009165803,0.0000030108242,0.0018224862,0.00015881273,0.00045171689,0.00022563922,0.00018648044,0.00016352137],"about_ca_topic_score_codex":0.00079950504,"about_ca_topic_score_gemma":0.00019308734,"teacher_disagreement_score":0.36858466,"about_ca_system_score_codex":0.00040234462,"about_ca_system_score_gemma":0.0008890834,"threshold_uncertainty_score":0.751163},"labels":[],"label_agreement":null},{"id":"W2619993009","doi":"10.2196/mhealth.6252","title":"An mHealth App for Supporting Quitters to Manage Cigarette Cravings With Short Bouts of Physical Activity: A Randomized Pilot Feasibility and Acceptability Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Mobile apps; Smartphone app; Physical activity; Psychology; Medicine; Physical therapy; Psychological intervention; Computer science; Nursing; World Wide Web","score_opus":0.10165585588529491,"score_gpt":0.46012485448114043,"score_spread":0.3584689985958455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619993009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98913455,0.000014213757,0.0005935292,0.0016858551,0.000077180106,0.00833116,0.00003835237,0.00007373654,0.000051415664],"genre_scores_gemma":[0.9985111,0.000015443795,0.00027552393,0.00045995446,0.00015075124,0.00051712483,0.000020044476,0.000036256733,0.000013852091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972506,0.0002752106,0.0005544083,0.0008242589,0.00047624655,0.0006192693],"domain_scores_gemma":[0.9972728,0.00023211546,0.0005395745,0.00093424035,0.00016897488,0.0008522873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003587392,0.00028668958,0.0013301076,0.00013261788,0.00070698134,0.00008506137,0.00015080719,0.00007975435,0.000005956704],"category_scores_gemma":[0.00025421006,0.00021926257,0.00008169733,0.00010160914,0.00029969623,0.000294108,0.00006823227,0.0003214704,9.581153e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.064233944,0.0022905362,0.8645629,0.0024789695,0.000036679507,0.000004236007,0.008384179,4.6954668e-7,0.000113207214,0.000031609965,0.000014842999,0.057848427],"study_design_scores_gemma":[0.041876353,0.007053204,0.9483578,0.00008789183,0.00050600606,0.000007958033,0.0015117644,0.00025400997,0.00011173919,0.00005592608,0.0000090789335,0.00016821851],"about_ca_topic_score_codex":0.0015875127,"about_ca_topic_score_gemma":0.0003501615,"teacher_disagreement_score":0.08379495,"about_ca_system_score_codex":0.00018274727,"about_ca_system_score_gemma":0.000319093,"threshold_uncertainty_score":0.89412683},"labels":[],"label_agreement":null},{"id":"W2620219621","doi":"10.2196/mhealth.6233","title":"What to Build for Middle-Agers to Come? Attractive and Necessary Functions of Exercise-Promotion Mobile Phone Apps: A Cross-Sectional Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chang Gung Medical Foundation","keywords":"mHealth; Mobile phone; Promotion (chess); Cross-sectional study; Internet privacy; Phone; Health promotion; Computer science; Medicine; Psychology; Psychological intervention; Telecommunications; Nursing; Public health; Political science","score_opus":0.14673975110567763,"score_gpt":0.4955969490561288,"score_spread":0.3488571979504511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620219621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641165,0.0009292564,0.0010672024,0.0052037854,0.0021445767,0.025680836,0.00047606917,0.00009846715,0.00028329817],"genre_scores_gemma":[0.94420606,0.0019399516,0.0010851371,0.0019928922,0.00055044715,0.048390735,0.00010667395,0.00006979416,0.0016583117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99499375,0.00032921333,0.0017019002,0.0011307515,0.0004614639,0.0013829507],"domain_scores_gemma":[0.9938749,0.00075247866,0.0011686564,0.0011088819,0.0006783164,0.0024167306],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027720279,0.00039008763,0.0008891788,0.0004395127,0.007465372,0.00012945714,0.00036766572,0.00037316166,0.00011072418],"category_scores_gemma":[0.00026981402,0.00038218376,0.00008413565,0.0003530325,0.00018919645,0.0006936231,0.0002442388,0.0007848496,0.0001059835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034826854,0.0020581314,0.90623796,0.012389322,0.00004395436,0.0000013476052,0.011381127,0.00004281564,0.00006519199,0.0008168424,0.010110325,0.0533703],"study_design_scores_gemma":[0.0036228066,0.0023936536,0.9664855,0.0006659714,0.00006433213,0.0000044166322,0.009584714,0.0000943497,0.000007110731,0.00030099865,0.016486904,0.00028927354],"about_ca_topic_score_codex":0.0025050407,"about_ca_topic_score_gemma":0.0013268859,"teacher_disagreement_score":0.060247514,"about_ca_system_score_codex":0.00036663597,"about_ca_system_score_gemma":0.0013235199,"threshold_uncertainty_score":0.999863},"labels":[],"label_agreement":null},{"id":"W2620459618","doi":"10.2196/mhealth.7408","title":"Incorporation of a Stress Reducing Mobile App in the Care of Patients With Type 2 Diabetes: A Prospective Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glycemic; Type 2 diabetes; Biofeedback; Medicine; Diabetes mellitus; Heart rate; Blood pressure; Stress management; Physical therapy; Type 2 Diabetes Mellitus; Internal medicine; Endocrinology","score_opus":0.02283920485389976,"score_gpt":0.33783383368456904,"score_spread":0.3149946288306693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620459618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99638706,0.00015069748,0.0000012107448,0.00019169677,0.00003615235,0.0030874435,0.000027358154,0.000005884992,0.000112507274],"genre_scores_gemma":[0.9996869,0.000013847891,0.0000441117,0.000057991052,0.000033123735,0.00013677885,0.000016207068,0.000006227917,0.000004826274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906456,0.00010693518,0.00032120288,0.0001880765,0.00015420455,0.00016501587],"domain_scores_gemma":[0.9989835,0.000058497393,0.00031567915,0.00038582296,0.00018042514,0.000076052725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004684678,0.000081302984,0.00032648162,0.0000580893,0.00014432393,0.000010428357,0.000068868714,0.000041053903,0.0000032756566],"category_scores_gemma":[0.00006446647,0.000050402927,0.000014078033,0.000092211005,0.00008215578,0.000071442235,0.000019526955,0.00015985077,3.0517728e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028587197,0.0008050317,0.96650344,0.0010740501,0.000009961713,6.135786e-7,0.020219332,0.0000067368946,0.000018102208,0.000025362699,0.0000037518969,0.011047747],"study_design_scores_gemma":[0.0025908076,0.003980623,0.98773456,0.00016234229,0.000038003385,1.3495722e-7,0.005275992,0.00009638644,0.000032545875,0.000019462941,0.000030103512,0.000039042578],"about_ca_topic_score_codex":0.0006949484,"about_ca_topic_score_gemma":0.00039465568,"teacher_disagreement_score":0.021231119,"about_ca_system_score_codex":0.00007023821,"about_ca_system_score_gemma":0.0005271516,"threshold_uncertainty_score":0.20553717},"labels":[],"label_agreement":null},{"id":"W2622186025","doi":"10.2196/mhealth.7591","title":"A Mobile Phone-Based Health Coaching Intervention for Weight Loss and Blood Pressure Reduction in a National Payer Population: A Retrospective Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health coaching; Medicine; Overweight; Coaching; Physical therapy; Body mass index; Weight loss; Population; Weight management; mHealth; Gerontology; Psychological intervention; Intervention (counseling); Obesity; Family medicine; Nursing; Psychology; Environmental health; Internal medicine","score_opus":0.06651164670092548,"score_gpt":0.4748156132156693,"score_spread":0.4083039665147438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622186025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621554,0.0038779501,0.0005488248,0.00817274,0.00093317014,0.023469968,0.0003852992,0.00017432112,0.00028232698],"genre_scores_gemma":[0.9677268,0.0012422804,0.0010061176,0.0014778243,0.0007359924,0.027210345,0.00024196309,0.000058272464,0.00030038462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944521,0.00097977,0.0017456816,0.0010756397,0.00050389004,0.0012429021],"domain_scores_gemma":[0.9958426,0.00025866658,0.0018709962,0.0006727917,0.00038779795,0.0009671812],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0050573293,0.00036155904,0.00083439314,0.00041973125,0.005542308,0.000063448715,0.00023730766,0.00031738036,0.000033722215],"category_scores_gemma":[0.00029458347,0.00035402214,0.00007822889,0.00024284697,0.00012502,0.00039759578,0.000111187175,0.0010930967,0.000006945097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014974452,0.0018271947,0.93332267,0.013100984,0.00005346838,0.0000021936432,0.007318606,0.000017365788,0.000005474266,0.008684147,0.0026714455,0.03149899],"study_design_scores_gemma":[0.012998352,0.0019344605,0.96550435,0.000700472,0.00010626449,0.000011776227,0.0017958182,0.0016362143,0.000001127648,0.0032091315,0.011807903,0.00029415297],"about_ca_topic_score_codex":0.007471044,"about_ca_topic_score_gemma":0.0046078037,"teacher_disagreement_score":0.032181643,"about_ca_system_score_codex":0.00053962,"about_ca_system_score_gemma":0.0018538393,"threshold_uncertainty_score":0.99989116},"labels":[],"label_agreement":null},{"id":"W2622278268","doi":"10.2196/mhealth.6419","title":"Response to “Development and Validation of the User Version of the Mobile Application Rating Scale (uMARS)”","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Computer science; Transparency (behavior); Scale (ratio); Mobile apps; Quality (philosophy); Data quality; Data science; World Wide Web; Computer security; Medicine; Engineering; Psychological intervention; Nursing","score_opus":0.05217105474190699,"score_gpt":0.4419456990949936,"score_spread":0.3897746443530866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622278268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98066723,0.00019286481,0.00017472364,0.011186691,0.0004511962,0.00680397,0.000049965816,0.00002438899,0.00044896256],"genre_scores_gemma":[0.9920184,0.00026512073,0.0008910807,0.0020318811,0.00009050342,0.0039389944,0.000009413322,0.000021892065,0.0007327103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968432,0.00073658023,0.0010793656,0.00039658608,0.0003823282,0.00056191464],"domain_scores_gemma":[0.9960967,0.00047431872,0.0015047451,0.0011785206,0.00024971674,0.0004960213],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003097379,0.0001690611,0.0003520672,0.0000911147,0.004487094,0.000011998034,0.00042888965,0.00019345594,0.000016876687],"category_scores_gemma":[0.00032039176,0.000111845504,0.000041040174,0.00023682772,0.0001907956,0.00011008164,0.00038089821,0.00045442893,0.000014664514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002437414,0.00033945055,0.80972105,0.011628193,0.000014245286,1.2628706e-7,0.020294854,0.000037962796,0.004155858,0.0037077814,0.01319812,0.13446493],"study_design_scores_gemma":[0.0009805548,0.00011756531,0.83580554,0.00036887848,0.000018661874,0.0000011375657,0.0010321084,0.00008113636,0.0011653592,0.00013359576,0.16020136,0.00009408631],"about_ca_topic_score_codex":0.0006839189,"about_ca_topic_score_gemma":0.0003652266,"teacher_disagreement_score":0.14700323,"about_ca_system_score_codex":0.00020013108,"about_ca_system_score_gemma":0.0018629584,"threshold_uncertainty_score":0.99680895},"labels":[],"label_agreement":null},{"id":"W2623891518","doi":"10.2196/mhealth.7628","title":"Health App Possession Among Smartphone or Tablet Owners in Hong Kong: Population-Based Survey","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Possession (linguistics); Landline; Population; Environmental health; Gerontology; Psychological intervention; Phone; Nursing","score_opus":0.12070782215527148,"score_gpt":0.49050885228832725,"score_spread":0.36980103013305576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623891518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96112853,0.0008545171,0.00032320758,0.025010016,0.001537782,0.009323774,0.00041293647,0.00034776886,0.0010614659],"genre_scores_gemma":[0.97615874,0.0029646,0.0009541841,0.011945681,0.0005578058,0.0048971525,0.0009816084,0.00012649497,0.0014137523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9891787,0.002436009,0.0029606922,0.0014119686,0.0007218275,0.0032907878],"domain_scores_gemma":[0.98955506,0.0016912204,0.0030526852,0.0020259018,0.00030758706,0.0033675195],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007979053,0.0006427268,0.0015834601,0.0006620312,0.008765232,0.000101316706,0.0007229074,0.00072111055,0.00029537798],"category_scores_gemma":[0.0012316856,0.00053008355,0.000089435736,0.0007492053,0.00026603337,0.0005553383,0.00022379085,0.0022322685,0.00012759355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083966454,0.00026290925,0.9431771,0.0052292915,0.0000049080168,0.0000061784053,0.0005028402,0.000017945273,0.0000010095745,0.00060725375,0.012528208,0.036822688],"study_design_scores_gemma":[0.004445509,0.00034565915,0.98014593,0.0010196418,0.000012482658,0.0000032766725,0.00044573078,0.001347266,5.51369e-7,0.0002231363,0.011595094,0.00041573728],"about_ca_topic_score_codex":0.13744459,"about_ca_topic_score_gemma":0.16787201,"teacher_disagreement_score":0.03696881,"about_ca_system_score_codex":0.0013884966,"about_ca_system_score_gemma":0.009630466,"threshold_uncertainty_score":0.9997151},"labels":[],"label_agreement":null},{"id":"W2626057130","doi":"10.2196/mhealth.6998","title":"Direct Adherence Measurement Using an Ingestible Sensor Compared With Self-Reporting in High-Risk Cardiovascular Disease Patients Who Knew They Were Being Measured: A Prospective Intervention","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Medicine; Disease; Prospective cohort study; Intervention (counseling); Physical therapy; Psychology; Internal medicine; Psychiatry","score_opus":0.12062942821441414,"score_gpt":0.37463912039260544,"score_spread":0.2540096921781913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626057130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607044,0.00094142626,0.0003579116,0.0001732405,0.00012684001,0.0019210347,0.000009176104,0.00008323201,0.00031667147],"genre_scores_gemma":[0.99811435,0.00028179772,0.0011163811,0.000110318666,0.00012398326,0.00018381322,0.00001634844,0.000028606986,0.000024405419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966032,0.00030406102,0.0009012051,0.0006874179,0.0010004254,0.0005036738],"domain_scores_gemma":[0.99618393,0.000016239102,0.0016303333,0.00087641715,0.0004883727,0.0008047017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002356726,0.00025457717,0.0007320202,0.00012467854,0.0006939511,0.000082597755,0.00014174572,0.000072360155,0.000009115729],"category_scores_gemma":[0.0005746201,0.000207553,0.00009506465,0.000120127384,0.00007461802,0.00030296514,0.000046707093,0.00038450726,0.0000059447216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006063858,0.00060697494,0.97935075,0.0016877489,0.000122154,0.00002949307,0.0011256887,0.00005068455,0.0000053154035,0.000019901581,0.000013681924,0.01638121],"study_design_scores_gemma":[0.0042861416,0.00074919895,0.9880194,0.0033472555,0.00037387494,0.000010531599,0.00032488295,0.0024922935,0.000024470432,0.000101088495,0.00006847422,0.00020238386],"about_ca_topic_score_codex":0.0075609153,"about_ca_topic_score_gemma":0.000742522,"teacher_disagreement_score":0.016178826,"about_ca_system_score_codex":0.0004934667,"about_ca_system_score_gemma":0.000785205,"threshold_uncertainty_score":0.9990478},"labels":[],"label_agreement":null},{"id":"W2626721169","doi":"10.2196/mhealth.7689","title":"Mobile Health in Oncology: A Patient Survey About App-Assisted Cancer Care","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Context (archaeology); mHealth; Medicine; Health care; Mobile apps; Family medicine; World Wide Web; Psychological intervention; Nursing; Computer science","score_opus":0.127359594869392,"score_gpt":0.5316487937937678,"score_spread":0.40428919892437587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626721169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90010875,0.0346312,0.000057172998,0.016548714,0.0032312248,0.029068768,0.002068636,0.00044750012,0.013838055],"genre_scores_gemma":[0.855281,0.0706282,0.00056302437,0.017849224,0.000509086,0.054291844,0.0004161538,0.000100922036,0.00036053886],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.990211,0.002343535,0.0026095132,0.0013069351,0.0004614241,0.003067566],"domain_scores_gemma":[0.99131924,0.00070102705,0.0027289612,0.0017231283,0.00049072807,0.0030369437],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0035322108,0.00054628,0.0015301115,0.0004218247,0.007306651,0.00005053722,0.0006344335,0.0007203194,0.00018970564],"category_scores_gemma":[0.00032465663,0.00051556405,0.00009120673,0.00043693456,0.00031238623,0.00025975992,0.00033880476,0.0023274971,0.00013804663],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004292239,0.00030577852,0.23577933,0.005129893,0.00000759152,0.0000047107524,0.009260263,0.000003176035,0.0000016185692,0.0005364644,0.018276833,0.73026514],"study_design_scores_gemma":[0.0022844342,0.00097290793,0.5809355,0.0004450495,0.00001018215,0.0000036492438,0.0027135909,0.00005185559,4.4608788e-7,0.000065323635,0.41228175,0.00023532512],"about_ca_topic_score_codex":0.07284958,"about_ca_topic_score_gemma":0.12679772,"teacher_disagreement_score":0.7300298,"about_ca_system_score_codex":0.0030628357,"about_ca_system_score_gemma":0.014972414,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W2626874461","doi":"10.2196/mhealth.7055","title":"Mobile Apps for Eye Care in Canada: An Analysis of the iTunes Store","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Mobile apps; Internet privacy; Mobile device; World Wide Web; Advertising; Computer science; Optometry; Medicine; Business","score_opus":0.06508316815458698,"score_gpt":0.4511017754832284,"score_spread":0.3860186073286414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626874461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961082,0.001658987,9.2238764e-7,0.0010379951,0.00014089196,0.0008325872,0.00008435842,0.000004489202,0.00013160285],"genre_scores_gemma":[0.998892,0.00026871127,0.000034452023,0.00048370528,0.000042385753,0.00013233657,0.00002402042,0.0000063731627,0.00011602472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911493,0.000049056438,0.0002476423,0.00019259776,0.000115726005,0.00028007157],"domain_scores_gemma":[0.99912673,0.0000402823,0.00021113051,0.0003798632,0.000073297604,0.00016869964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020790547,0.00009512197,0.00044637884,0.000081677565,0.0004784555,0.0000042362126,0.000096750024,0.000055592172,0.0000068607824],"category_scores_gemma":[0.000042386084,0.00006270405,0.00005298421,0.0001070688,0.000100750265,0.000041369887,0.000038904385,0.00011922566,1.06796854e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002497899,0.00010353551,0.99281853,0.0011155268,0.00006279166,0.0000023421849,0.0024450356,0.0000051122383,0.0000022595011,0.00006568538,0.00014985213,0.002979559],"study_design_scores_gemma":[0.0008414848,0.0012530013,0.9907754,0.000050751616,0.00034240677,0.0000020287814,0.005860895,0.00025924516,0.0000074496224,0.0000131565685,0.00054443924,0.00004972748],"about_ca_topic_score_codex":0.45630774,"about_ca_topic_score_gemma":0.7387862,"teacher_disagreement_score":0.28247845,"about_ca_system_score_codex":0.00023036193,"about_ca_system_score_gemma":0.0013306666,"threshold_uncertainty_score":0.54731274},"labels":[],"label_agreement":null},{"id":"W2627049180","doi":"10.2196/mhealth.5773","title":"Understanding Smart Home Sensor Data for Ageing in Place Through Everyday Household Routines: A Mixed Method Case Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Aging in place; Computer science; Everyday life; Home automation; Human–computer interaction; Internet privacy; Psychology; Data science; Gerontology; Medicine; Telecommunications","score_opus":0.5018237286609528,"score_gpt":0.46058213804905995,"score_spread":0.041241590611892864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2627049180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5208797,0.00014494157,0.47291657,0.0024431995,0.0008820602,0.0023232626,0.00014866219,0.00016316198,0.00009842689],"genre_scores_gemma":[0.98396003,0.00004576429,0.015059587,0.000475352,0.00017623673,0.000162127,0.000013196917,0.000031817854,0.000075881035],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962996,0.0006858549,0.00070508843,0.0011747818,0.0003351966,0.0007994738],"domain_scores_gemma":[0.995393,0.0012625821,0.00066007726,0.0022712687,0.00006559405,0.00034751993],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0041200966,0.0002910392,0.00066249765,0.00020685056,0.0014547462,0.0006098097,0.0010676065,0.0001235953,0.0000011100863],"category_scores_gemma":[0.00027884744,0.0002810818,0.00004791819,0.00024764743,0.000054162414,0.0019557634,0.00073407055,0.00035843425,0.0000032755092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020262476,0.0064438363,0.39179677,0.015354029,0.0005488493,0.017880704,0.1905643,0.00015194128,0.0000881681,0.012157092,0.02074932,0.34223872],"study_design_scores_gemma":[0.052028105,0.005004405,0.35596076,0.0023186852,0.0004144875,0.01552903,0.13968286,0.3963233,0.000038696584,0.008814847,0.018936943,0.0049479124],"about_ca_topic_score_codex":0.008563708,"about_ca_topic_score_gemma":0.0118873045,"teacher_disagreement_score":0.46308032,"about_ca_system_score_codex":0.00036334916,"about_ca_system_score_gemma":0.000524319,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W2658158643","doi":"10.2196/mhealth.7336","title":"A Mobile App for the Self-Management of Type 1 Diabetes Among Adolescents: A Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; York University; Hospital for Sick Children; Trillium Health Centre; University of Toronto; University Health Network","funders":"Hospital for Sick Children; Thrasher Research Fund","keywords":"Randomized controlled trial; Type 2 diabetes; Self-management; Mobile apps; mHealth; Psychology; Diabetes mellitus; Medicine; Computer science; Psychological intervention; Psychiatry; World Wide Web; Internal medicine","score_opus":0.0314285210680285,"score_gpt":0.3799434936054966,"score_spread":0.3485149725374681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2658158643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95544344,0.0034595162,0.000054624852,0.0015001231,0.0007275986,0.03572985,0.0000060026578,0.00006358783,0.0030152258],"genre_scores_gemma":[0.9887155,0.0036849969,0.0002102173,0.0003122209,0.00032328235,0.0042081736,0.000009021974,0.000021751144,0.0025148136],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9980281,0.00015246158,0.00059657835,0.00026909015,0.00036176728,0.00059199665],"domain_scores_gemma":[0.9981189,0.00035204744,0.0005245886,0.0005797411,0.00014283754,0.00028191152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028957396,0.00016765873,0.0012511193,0.000108424865,0.00053799915,0.00006497773,0.00023436951,0.000074883945,0.000016996795],"category_scores_gemma":[0.00019932861,0.000090292,0.00024602658,0.00008042732,0.00029129937,0.000070138194,0.00011235816,0.00017817841,0.0000035750888],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95438594,0.0006883073,0.0055516968,0.009787356,0.000705164,0.0000018913289,0.00030717763,0.0000011270764,0.0000015143225,0.0009750035,0.002346462,0.025248341],"study_design_scores_gemma":[0.9670958,0.0016144963,0.021569343,0.00045639,0.0010460017,8.88585e-8,0.00015261356,0.0048605413,0.0000023086752,0.00017943901,0.0029347271,0.00008828191],"about_ca_topic_score_codex":0.000023093266,"about_ca_topic_score_gemma":0.0000042243933,"teacher_disagreement_score":0.033272054,"about_ca_system_score_codex":0.000039170354,"about_ca_system_score_gemma":0.00016554218,"threshold_uncertainty_score":0.41379088},"labels":[],"label_agreement":null},{"id":"W2679749608","doi":"10.2196/mhealth.6497","title":"Beyond Basic Feedback in Mobile Brief Interventions: Designing SMS Message Content for Delivery to Young Adults During Risky Drinking Events","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government; Burnet Institute","keywords":"Psychological intervention; mHealth; Psychology; Mobile device; Computer science; Mobile apps; Internet privacy; Applied psychology; Multimedia; Medicine; World Wide Web; Psychiatry","score_opus":0.10155535093705093,"score_gpt":0.44268977980297364,"score_spread":0.3411344288659227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2679749608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696668,0.003169905,0.0016896903,0.0032860842,0.0013523316,0.019653598,0.00021033513,0.0001811279,0.00079012645],"genre_scores_gemma":[0.9436061,0.0049796486,0.0027663305,0.003138046,0.00062926114,0.043639623,0.00011052841,0.00010850847,0.0010219809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99264365,0.00059256825,0.0025040107,0.0012525048,0.00043475814,0.0025725125],"domain_scores_gemma":[0.9939761,0.0006450489,0.0016146613,0.0012528743,0.00040637323,0.0021049287],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003360173,0.0005022043,0.0010342681,0.00053876505,0.006681826,0.000067356166,0.000654616,0.00045014283,0.00008699375],"category_scores_gemma":[0.00049736514,0.00051750377,0.0002053946,0.00030357952,0.00010451979,0.00048459874,0.00037374673,0.0012748165,0.00009871548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035540157,0.0008357044,0.7491011,0.036565956,0.000040965628,0.000013495236,0.009155894,0.000027020977,0.00014174222,0.003478098,0.003945427,0.19314058],"study_design_scores_gemma":[0.0093664285,0.00073094136,0.96846604,0.00521771,0.000059952494,0.000010293144,0.0038663407,0.00023010897,0.00002701575,0.0009718439,0.010550209,0.0005031054],"about_ca_topic_score_codex":0.00547356,"about_ca_topic_score_gemma":0.014541093,"teacher_disagreement_score":0.21936496,"about_ca_system_score_codex":0.0009948908,"about_ca_system_score_gemma":0.0013343671,"threshold_uncertainty_score":0.99972767},"labels":[],"label_agreement":null},{"id":"W26839283","doi":"10.2196/mhealth.4966","title":"Pemanfaatan sarang rayap tanah (termite mound) sebagai pupuk fosfor organik pengganti pupuk fosfor anorganik pada tanah masam","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Plant Growth and Agriculture Techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.025729983449322202,"score_gpt":0.2691389625313648,"score_spread":0.24340897908204262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W26839283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98389864,0.00163488,0.000020481824,0.009762325,0.00027930157,0.0021155775,0.0003436968,0.00064963556,0.0012954489],"genre_scores_gemma":[0.9886544,0.0024606744,0.0005981619,0.0050120396,0.0009799598,0.00021394841,0.0005988225,0.000011334555,0.0014706906],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9958314,0.00019979122,0.0008392536,0.0009821535,0.0005493942,0.0015980161],"domain_scores_gemma":[0.9975429,0.00026687933,0.00043480116,0.00022505583,0.00019966536,0.0013306836],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004967387,0.0006255252,0.00077075895,0.00007052136,0.0010851024,0.00032909014,0.0005972655,0.0004144094,0.00096350856],"category_scores_gemma":[0.000059862246,0.00026085062,0.00016045326,0.00079417217,0.00012153276,0.000670562,0.00018208726,0.0005671467,0.00021948644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037682464,0.0008249488,0.062028084,0.0020777257,0.000100578945,0.000119677316,0.0012139722,5.6250167e-7,0.31835377,0.0022021146,0.4706646,0.14203715],"study_design_scores_gemma":[0.0015420811,0.0022261178,0.87031806,0.00038146577,0.00016071886,0.00050860504,0.0024446296,0.00024029541,0.006590947,0.0029347232,0.11048597,0.0021663967],"about_ca_topic_score_codex":0.002615187,"about_ca_topic_score_gemma":0.0016685952,"teacher_disagreement_score":0.80828995,"about_ca_system_score_codex":0.00013368572,"about_ca_system_score_gemma":0.000102096325,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2697803655","doi":"10.2196/mhealth.7863","title":"A Community-Based Physical Activity Counselling Program for People With Knee Osteoarthritis: Feasibility and Preliminary Efficacy of the Track-OA Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Fraser Health; Simon Fraser University; Research Canada; University of British Columbia","funders":"","keywords":"Osteoarthritis; Physical therapy; Track (disk drive); Medicine; Physical medicine and rehabilitation; Physical activity; Psychology; Alternative medicine; Computer science","score_opus":0.06521108368095566,"score_gpt":0.3887649836670049,"score_spread":0.3235538999860492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2697803655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98914945,0.0002656819,0.000020444784,0.000823013,0.00006252008,0.009529793,0.000055479315,0.000057910656,0.000035708264],"genre_scores_gemma":[0.99857855,0.00003565069,0.0004085951,0.000112924725,0.0000734871,0.00071853533,0.000018289951,0.000026505453,0.000027470305],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985894,0.00024259984,0.00021157073,0.0003217941,0.00025211813,0.00038253813],"domain_scores_gemma":[0.9981789,0.00025895244,0.0003206872,0.0008243219,0.000108483364,0.0003086691],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004951186,0.00021654871,0.00059366744,0.00003755806,0.0014402757,0.00004607286,0.00011431865,0.000076646,8.989662e-7],"category_scores_gemma":[0.000045004406,0.00014336478,0.00007521793,0.000069425696,0.00025345705,0.00010277341,0.000035737492,0.0004001833,2.8597813e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021768188,0.026012395,0.23149423,0.006185186,0.000052288196,0.0000104088,0.012176847,0.0000014074667,0.00016463888,0.00009473383,0.000026066884,0.7020136],"study_design_scores_gemma":[0.027437424,0.101012096,0.86853313,0.00047776368,0.00040330063,0.000029709732,0.001157427,0.00025612512,0.00034260892,0.000095086645,0.000100193014,0.00015512624],"about_ca_topic_score_codex":0.00022886634,"about_ca_topic_score_gemma":0.0009822681,"teacher_disagreement_score":0.70185846,"about_ca_system_score_codex":0.000047994203,"about_ca_system_score_gemma":0.0003263652,"threshold_uncertainty_score":0.9998597},"labels":[],"label_agreement":null},{"id":"W2726132013","doi":"10.2196/mhealth.7399","title":"Mobile Health Technology Using a Wearable Sensorband for Female College Students With Problem Drinking: An Acceptability and Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences","keywords":"mHealth; Psychological intervention; Intervention (counseling); Brief intervention; Motivational interviewing; Psychology; Clinical psychology; Abstinence; Mobile technology; Behavior change; Wearable computer; Medicine; Applied psychology; Mobile device; Psychiatry; Social psychology; Computer science","score_opus":0.12380535771138311,"score_gpt":0.46248139927642434,"score_spread":0.3386760415650412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726132013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854056,0.001472954,0.000024735125,0.00069523137,0.00006541478,0.012148982,0.000020710131,0.00012248439,0.00004384927],"genre_scores_gemma":[0.99349225,0.0003719931,0.0048524644,0.00021694975,0.00007350079,0.0007844874,0.000009361054,0.000040113257,0.00015887224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733144,0.000118608135,0.00052734447,0.000883173,0.00033974616,0.00079966785],"domain_scores_gemma":[0.9976349,0.00006151545,0.00046268772,0.001008218,0.00015563972,0.0006770345],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001021207,0.000322004,0.0009592383,0.00016810384,0.0018211269,0.00008894756,0.00017881754,0.00013977007,0.000009852502],"category_scores_gemma":[0.000038231196,0.00023980754,0.00004053487,0.00016613145,0.0002909125,0.0002841287,0.000086736014,0.00026997237,6.982965e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001656292,0.0020835923,0.98214436,0.00089706964,0.00005305725,0.000017280798,0.0039394926,6.482119e-7,0.0000058470355,0.000053215907,0.000015027002,0.009134115],"study_design_scores_gemma":[0.01293039,0.014394534,0.95846474,0.00015785135,0.00015727921,0.00007215593,0.013109629,0.00009504312,0.000017438524,0.00027919066,0.000118632415,0.00020312176],"about_ca_topic_score_codex":0.00030398456,"about_ca_topic_score_gemma":0.0028644907,"teacher_disagreement_score":0.023679629,"about_ca_system_score_codex":0.00037470856,"about_ca_system_score_gemma":0.0007634266,"threshold_uncertainty_score":0.99947834},"labels":[],"label_agreement":null},{"id":"W27278108","doi":"10.2196/mhealth.5635","title":"Anatomi Skelet Tungkai Kaki Badak Sumatera (Dicerorhinus sumatrensis)","year":2009,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Aquatic life and conservation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biology","score_opus":0.045843119213466225,"score_gpt":0.31851292179656,"score_spread":0.27266980258309376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W27278108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746556,0.0006616239,0.0000030701085,0.023212353,0.000107337095,0.0002995244,0.000022664119,0.000118490134,0.0009193048],"genre_scores_gemma":[0.9864047,0.0005525942,0.00008403929,0.012267964,0.00032725328,0.00001340026,0.00010368121,0.0000012503377,0.00024508036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983788,0.00010970096,0.0003945552,0.00035328447,0.00023871147,0.0005249381],"domain_scores_gemma":[0.99916774,0.00011513285,0.00016787216,0.00008874357,0.000056321576,0.0004042173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035510177,0.00017951787,0.00027060602,0.000022539405,0.00040820235,0.00006895007,0.00014363638,0.00012486456,0.00015974666],"category_scores_gemma":[0.000021533768,0.00007527902,0.000049306702,0.00028857982,0.000038564987,0.00018464682,0.000022605369,0.00016704947,0.00005307699],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018071677,0.0003215065,0.058744732,0.00017929639,0.000011110151,0.000014310525,0.0007843791,5.1837185e-7,0.001603441,0.0063019847,0.024648063,0.90720993],"study_design_scores_gemma":[0.00030113742,0.00058591383,0.97070336,0.000034565095,0.000015944017,0.000017145634,0.00025293892,0.00020176466,0.00004572889,0.0021091402,0.025531512,0.00020084104],"about_ca_topic_score_codex":0.0011717401,"about_ca_topic_score_gemma":0.00079897686,"teacher_disagreement_score":0.91195863,"about_ca_system_score_codex":0.00004665727,"about_ca_system_score_gemma":0.000059468774,"threshold_uncertainty_score":0.31396037},"labels":[],"label_agreement":null},{"id":"W2728194361","doi":"10.2196/mhealth.7263","title":"Use of and Beliefs About Mobile Phone Apps for Diabetes Self-Management: Surveys of People in a Hospital Diabetes Clinic and Diabetes Health Professionals in New Zealand","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Mobile phone; mHealth; Diabetes management; App store; Mobile apps; Phone; Calculator; Family medicine; Self-management; Type 2 diabetes; Nursing; World Wide Web; Psychological intervention; Endocrinology; Computer science","score_opus":0.05366097018253501,"score_gpt":0.4330111262851633,"score_spread":0.3793501561026283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728194361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96967554,0.00715455,0.000008655023,0.008884099,0.00033267273,0.013401486,0.00043628502,0.000059407976,0.00004732562],"genre_scores_gemma":[0.9626624,0.023361402,0.0020707385,0.0021979334,0.00015706063,0.008922799,0.00012172806,0.00007655197,0.000429391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924801,0.0012193423,0.002821303,0.0009995467,0.00035759597,0.0021220844],"domain_scores_gemma":[0.9921808,0.0026091489,0.0025684056,0.0009177406,0.00019931316,0.0015245905],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0064253537,0.0004654554,0.0018262105,0.00058934034,0.0013484287,0.000033266002,0.00032319096,0.0004429988,0.000022305854],"category_scores_gemma":[0.00040600117,0.0004363507,0.00007442027,0.00041691973,0.00025150646,0.00042797433,0.00033475104,0.0008388556,0.0000046346727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094223695,0.0007792935,0.9274478,0.027518619,0.000022835135,2.7886978e-7,0.0044435086,7.385461e-7,0.000005106578,0.00061780657,0.0055146776,0.033555124],"study_design_scores_gemma":[0.00548257,0.0012421979,0.9807035,0.0024163078,0.0000310634,1.5580457e-7,0.00083768065,0.00038278356,0.0000058582173,0.00085034256,0.007753841,0.00029371114],"about_ca_topic_score_codex":0.0044687977,"about_ca_topic_score_gemma":0.007168782,"teacher_disagreement_score":0.053255696,"about_ca_system_score_codex":0.00019061576,"about_ca_system_score_gemma":0.0022956007,"threshold_uncertainty_score":0.99995166},"labels":[],"label_agreement":null},{"id":"W2729228834","doi":"10.2196/mhealth.7870","title":"Mobile Device Accuracy for Step Counting Across Age Groups","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; University of Florida Health","keywords":"Wearable technology; Activity tracker; Wearable computer; Medicine; Physical medicine and rehabilitation; Body mass index; Activity monitor; Treadmill; Waist; Physical therapy; Physical activity; Gerontology; Computer science","score_opus":0.12622701278447243,"score_gpt":0.47720737591786416,"score_spread":0.35098036313339176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729228834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99192035,0.0005390299,0.00031803065,0.0036153167,0.00025604625,0.0019979286,0.0001004418,0.00009118077,0.0011616478],"genre_scores_gemma":[0.9918846,0.0009083002,0.0010639757,0.004318265,0.0010644388,0.00033809617,0.000047225854,0.000035288595,0.00033982337],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99779874,0.000044353706,0.0004174667,0.00047413964,0.00025219106,0.0010131166],"domain_scores_gemma":[0.9976135,0.00031908607,0.00047787276,0.0006084064,0.0001150248,0.00086614274],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008001571,0.00021442276,0.00067633484,0.00003883996,0.0021986498,0.00012650817,0.00017611172,0.00015640541,0.0000094398],"category_scores_gemma":[0.00026461057,0.00018559059,0.000090251415,0.00006403765,0.00016895903,0.0003705866,0.00009544027,0.00046657055,0.000020634807],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00472051,0.0040098852,0.058057554,0.049356665,0.000103113234,0.00009147657,0.013271369,0.0000014244456,0.00092111906,0.012133785,0.014752573,0.84258056],"study_design_scores_gemma":[0.009660596,0.0057558594,0.70835286,0.0007191451,0.00015776789,0.0000822405,0.0015005018,0.0017755583,0.00015518538,0.0024118002,0.26886603,0.0005624463],"about_ca_topic_score_codex":0.00080084684,"about_ca_topic_score_gemma":0.00043246144,"teacher_disagreement_score":0.84201807,"about_ca_system_score_codex":0.00014634825,"about_ca_system_score_gemma":0.00050819584,"threshold_uncertainty_score":0.9991003},"labels":[],"label_agreement":null},{"id":"W2729840605","doi":"10.2196/mhealth.7208","title":"Continuous Monitoring of Vital Signs Using Wearable Devices on the General Ward: Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":231,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Radboud Universitair Medisch Centrum; Radboud Universiteit","keywords":"Vital signs; Mews; Early warning score; Medicine; Wearable computer; Artifact (error); Signs and symptoms; Medical emergency; Limiting; Warning signs; Emergency medicine; Surgery; Psychology; Computer science","score_opus":0.2998561070874406,"score_gpt":0.4692780179840672,"score_spread":0.16942191089662662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729840605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950399,0.0010994291,0.0000014013119,0.001979731,0.0002433639,0.0011434187,0.000007918312,0.000019185884,0.00046565986],"genre_scores_gemma":[0.9984979,0.00034629353,0.0001931274,0.0004252368,0.00037231433,0.00007092466,0.0000014367021,0.000019107663,0.000073652845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986939,0.00007970038,0.00031743295,0.00026802855,0.0002770069,0.00036397285],"domain_scores_gemma":[0.9987444,0.00011243061,0.000312899,0.0005017883,0.000065194385,0.0002632888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003974366,0.00016043504,0.0004212065,0.000056839694,0.000750679,0.000050202783,0.00010492566,0.000033782206,0.000021166246],"category_scores_gemma":[0.000048201393,0.00009802023,0.000039507137,0.000045134246,0.00006711391,0.00005991596,0.000042167732,0.00017164856,0.0000064944884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032591782,0.0019270199,0.9921396,0.00025068395,0.00006168207,0.000019337846,0.0006748845,0.000003070159,0.00018597329,0.000111231544,0.00014279371,0.0041578384],"study_design_scores_gemma":[0.0022414036,0.009929905,0.9851328,0.00030880098,0.00015508612,0.000011233941,0.0013899459,0.00005213509,0.0005276253,0.000021714626,0.00014561137,0.00008372428],"about_ca_topic_score_codex":0.002643884,"about_ca_topic_score_gemma":0.0000596852,"teacher_disagreement_score":0.008002885,"about_ca_system_score_codex":0.00009443837,"about_ca_system_score_gemma":0.00018665307,"threshold_uncertainty_score":0.5773692},"labels":[],"label_agreement":null},{"id":"W2730024606","doi":"10.2196/mhealth.7236","title":"Assessing User Engagement of an mHealth Intervention: Development and Implementation of the Growing Healthy App Engagement Index","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Primary Health Care Research Institute, Australian National University; Australian Government","keywords":"mHealth; Psychological intervention; Disadvantaged; Intervention (counseling); Childhood obesity; User engagement; eHealth; Gerontology; Psychology; Medicine; Internet privacy; Obesity; Computer science; World Wide Web; Nursing; Health care; Overweight","score_opus":0.15996125564081348,"score_gpt":0.5328913128332238,"score_spread":0.3729300571924103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730024606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98276174,0.00088859326,0.0005068533,0.008318372,0.000816263,0.0061790585,0.00004795588,0.0000719225,0.0004092339],"genre_scores_gemma":[0.98817116,0.0013724393,0.0031763073,0.00396696,0.00028018813,0.0028495805,0.000055444318,0.00005343333,0.00007448244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924428,0.0018905364,0.0028637883,0.0007823175,0.0006903793,0.0013302144],"domain_scores_gemma":[0.99311674,0.0004027628,0.0036905927,0.0013055057,0.0003375701,0.0011468444],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007999538,0.0003819309,0.00081874686,0.0002770159,0.007571002,0.000061951694,0.00057834614,0.00027368314,0.00010279312],"category_scores_gemma":[0.0001500793,0.00031451244,0.00008677249,0.0002482316,0.00028868127,0.0010872455,0.000557809,0.0012747807,0.000005217596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025107033,0.00041521553,0.48187646,0.019247795,0.00003362208,8.898038e-7,0.0077517866,0.0000029883568,0.00004036543,0.014814817,0.0006108432,0.47495416],"study_design_scores_gemma":[0.0033002382,0.00034118307,0.94477063,0.0006428861,0.000056118093,0.000003472307,0.013050664,0.000085353495,0.0001070795,0.00035403125,0.03708896,0.00019937652],"about_ca_topic_score_codex":0.004390152,"about_ca_topic_score_gemma":0.0029466092,"teacher_disagreement_score":0.47475478,"about_ca_system_score_codex":0.0005271795,"about_ca_system_score_gemma":0.0042480216,"threshold_uncertainty_score":0.9999307},"labels":[],"label_agreement":null},{"id":"W2730645641","doi":"10.2196/mhealth.6494","title":"Acceptance of Mobile Health in Communities Underrepresented in Biomedical Research: Barriers and Ethical Considerations for Scientists","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; U.S. Department of Veterans Affairs","keywords":"Wearable technology; mHealth; Wearable computer; Ethical issues; Emerging technologies; Internet privacy; Psychology; Engineering ethics; Medicine; Computer science; Engineering; Nursing","score_opus":0.348235378536427,"score_gpt":0.5989313681466849,"score_spread":0.2506959896102579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730645641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87157756,0.0037801021,0.0002906002,0.10295024,0.0006656492,0.018923884,0.00059361744,0.00007291771,0.001145403],"genre_scores_gemma":[0.96873665,0.008004995,0.0015159993,0.0058015236,0.00013236924,0.015636547,0.00006761199,0.000032514043,0.0000717704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99279594,0.0022388124,0.0020211188,0.00061396026,0.00046289965,0.0018672883],"domain_scores_gemma":[0.9911356,0.0046313046,0.0008945278,0.0010661703,0.00037398713,0.0018983987],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01240605,0.0002301446,0.00092109374,0.00082404574,0.0060595335,0.00004490911,0.00037049517,0.00060050987,0.000088912006],"category_scores_gemma":[0.0023807613,0.00022756119,0.000039618793,0.00043759527,0.0018137498,0.00016252624,0.00031016307,0.002947231,0.000004879902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012077474,0.0008589581,0.47883675,0.03276918,0.00001890166,0.000007841111,0.054760765,0.00001422621,0.00003105797,0.28104162,0.04947785,0.100975096],"study_design_scores_gemma":[0.009411568,0.0016760702,0.8399119,0.002059544,0.0000114133145,0.000014270531,0.0389883,0.002891059,0.0000030445913,0.045663275,0.058997113,0.00037248083],"about_ca_topic_score_codex":0.015943838,"about_ca_topic_score_gemma":0.04852324,"teacher_disagreement_score":0.3610751,"about_ca_system_score_codex":0.0004760634,"about_ca_system_score_gemma":0.007896451,"threshold_uncertainty_score":0.999353},"labels":[],"label_agreement":null},{"id":"W2731428480","doi":"10.2196/mhealth.6827","title":"Users’ Adoption of Mental Health Apps: Examining the Impact of Information Cues","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; mHealth; Applied psychology; Internet privacy; Social psychology; Psychological intervention; Computer science; Psychiatry","score_opus":0.11304079915567028,"score_gpt":0.4776551018381811,"score_spread":0.3646143026825108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731428480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877398,0.0009577518,0.000081918915,0.0030388625,0.0005462469,0.0010049698,0.0003277025,0.000029392753,0.0062733376],"genre_scores_gemma":[0.9989021,0.00024754237,0.00018862379,0.00036835487,0.000055856515,0.000058925867,0.00008240417,0.000012356553,0.00008385965],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979778,0.00018768544,0.00096835964,0.00017408014,0.0002142616,0.00047780457],"domain_scores_gemma":[0.99739504,0.000082480605,0.0016956592,0.0005002298,0.000058170608,0.00026840973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011556952,0.00015538714,0.00035118684,0.00015725837,0.0007576747,0.00004739514,0.0002681109,0.00008257273,0.00005343036],"category_scores_gemma":[0.00003896998,0.00011355097,0.000097006036,0.000097541415,0.0002902137,0.0005825129,0.000082898216,0.00020166967,0.00003068521],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013351934,0.0012764412,0.21621047,0.004675069,0.00015196422,7.565694e-7,0.030168585,0.00001216549,0.000007908498,0.048594914,0.02437495,0.6731916],"study_design_scores_gemma":[0.0012062097,0.0038689026,0.9903389,0.00042967775,0.000009506906,0.000019503363,0.0026008843,0.00008097912,0.000007010947,0.0005579324,0.0007917652,0.00008869954],"about_ca_topic_score_codex":0.005546588,"about_ca_topic_score_gemma":0.00012084564,"teacher_disagreement_score":0.77412844,"about_ca_system_score_codex":0.0001901553,"about_ca_system_score_gemma":0.00032489962,"threshold_uncertainty_score":0.83848184},"labels":[],"label_agreement":null},{"id":"W2732670277","doi":"","title":"Applying computerized adaptive testing to the four-dimensional symptom questionnaire (4DSQ)","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computerized adaptive testing; Psychology; Computer science; Medicine; Medical physics; Psychometrics; Clinical psychology","score_opus":0.6095508962487788,"score_gpt":0.5238081712452387,"score_spread":0.08574272500354008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732670277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9265372,0.0008911554,0.04170289,0.022590445,0.002534057,0.0020476643,0.000024908719,0.00019184958,0.0034798079],"genre_scores_gemma":[0.9298517,0.000021497643,0.06525209,0.0039377776,0.00060222147,0.00016703222,9.769516e-7,0.00001525264,0.00015141042],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99585474,0.00072927383,0.00083133247,0.00079541694,0.0010627845,0.000726471],"domain_scores_gemma":[0.984257,0.0125042135,0.00096222403,0.0011700548,0.00042040006,0.0006861223],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010112058,0.00023016319,0.0005056207,0.00029878024,0.0038871446,0.00059916236,0.0011547571,0.00010011408,0.00001637897],"category_scores_gemma":[0.024667574,0.00013842774,0.00006544188,0.00079553464,0.00017439219,0.00025206764,0.00055889494,0.00040303753,0.0000685317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108011016,0.000029699202,0.09253344,0.0000408645,0.0000068545546,0.000009028467,0.00038324512,0.00013681747,0.000015379928,0.0020061748,0.0046925507,0.90003794],"study_design_scores_gemma":[0.0005652262,0.00033143684,0.96482706,0.0001524844,0.000010372155,0.000068034584,0.00023655314,0.018800903,0.0000023649484,0.0077576526,0.0070579797,0.000189939],"about_ca_topic_score_codex":0.00064094015,"about_ca_topic_score_gemma":0.00007020658,"teacher_disagreement_score":0.899848,"about_ca_system_score_codex":0.00007343937,"about_ca_system_score_gemma":0.00034889719,"threshold_uncertainty_score":0.99740964},"labels":[],"label_agreement":null},{"id":"W2733225480","doi":"10.2196/mhealth.7647","title":"A Bit of Fit: Minimalist Intervention in Adolescents Based on a Physical Activity Tracker","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Vitalité Health Network; Université de Sherbrooke","funders":"","keywords":"Activity tracker; Physical activity; Intervention (counseling); Physical therapy; Crossover study; mHealth; Psychology; Medicine; Physical medicine and rehabilitation; Psychological intervention; Placebo","score_opus":0.12234259753694722,"score_gpt":0.4550007117348071,"score_spread":0.3326581141978599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733225480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99348325,0.000027166057,0.000020191737,0.0052225753,0.00006962265,0.0006415185,0.000030212866,0.000019569554,0.00048591243],"genre_scores_gemma":[0.99901867,0.000033945988,0.000036870082,0.000641131,0.00017854507,0.000037202968,0.000005618355,0.000014867257,0.000033124434],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99859434,0.000120348086,0.00025771488,0.00033989354,0.00028016616,0.00040755473],"domain_scores_gemma":[0.9986919,0.0000573841,0.0003598321,0.00042797785,0.00004020217,0.00042269408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034082343,0.00015969167,0.0006120353,0.00013480325,0.00020384742,0.000016775442,0.00009274183,0.00009772756,0.000006748795],"category_scores_gemma":[0.00009213905,0.00013749601,0.00010227993,0.00009016748,0.00014524577,0.00014939811,0.000031081356,0.0005002438,0.000007441632],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02320465,0.06492829,0.37224892,0.045121536,0.000028632043,0.00006499862,0.002142136,0.000006929913,0.0016300073,0.0014952916,0.00062689395,0.48850173],"study_design_scores_gemma":[0.004126552,0.002601594,0.98422307,0.0016091892,0.000026093428,0.0000025445963,0.000028650718,0.0067179087,0.00034388894,0.00015236027,0.000074631054,0.000093546514],"about_ca_topic_score_codex":0.0012978384,"about_ca_topic_score_gemma":0.0003200439,"teacher_disagreement_score":0.6119741,"about_ca_system_score_codex":0.00014035568,"about_ca_system_score_gemma":0.00029984192,"threshold_uncertainty_score":0.5606925},"labels":[],"label_agreement":null},{"id":"W2734572087","doi":"10.2196/mhealth.7462","title":"Content Analysis of Smartphone Apps for Smoking Cessation in China: Empirical Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Smoking cessation; mHealth; Smartphone app; Smartphone application; Environmental health; Advertising; Medicine; Internet privacy; Business; Psychiatry; Computer science; Psychological intervention; Geography; Multimedia","score_opus":0.19962142570869276,"score_gpt":0.47097743140307097,"score_spread":0.27135600569437823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734572087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997039,0.00007723675,0.00014024046,0.0014105614,0.00013288659,0.0010792968,0.000017745931,0.00001666691,0.00008635452],"genre_scores_gemma":[0.99939775,0.000074918586,0.00004145884,0.00018458138,0.000055865086,0.0001312614,0.00006602961,0.000010390025,0.000037760194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986628,0.000059943657,0.0004948993,0.00027409388,0.00025746017,0.00025078928],"domain_scores_gemma":[0.998923,0.000056152516,0.00040005214,0.00035862596,0.0000899871,0.00017217966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009779235,0.00010703042,0.00052756356,0.00037344501,0.0002677406,0.00002291267,0.000068709334,0.00008994791,0.000011368173],"category_scores_gemma":[0.0001039229,0.00009082629,0.00007129059,0.00024299313,0.00004837182,0.00008288458,0.000021513779,0.00016181552,1.0284806e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034402448,0.0005872975,0.98292196,0.0003088921,0.00006765888,0.0000021603726,0.00283744,0.0000027798676,0.000015149228,0.000035081706,0.00004787141,0.012829693],"study_design_scores_gemma":[0.0035893924,0.0007325541,0.9928388,0.000054211916,0.00097092387,0.0000014291916,0.0011848479,0.00047631835,0.00002035568,0.00003307487,0.000031661963,0.000066402805],"about_ca_topic_score_codex":0.0018239681,"about_ca_topic_score_gemma":0.0007218627,"teacher_disagreement_score":0.012763291,"about_ca_system_score_codex":0.00012379396,"about_ca_system_score_gemma":0.0001565769,"threshold_uncertainty_score":0.37037885},"labels":[],"label_agreement":null},{"id":"W2735638749","doi":"10.2196/mhealth.7410","title":"Controlling Your “App”etite: How Diet and Nutrition-Related Mobile Apps Lead to Behavior Change","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Brigham Young University","keywords":"Behavior change; Behavior change methods; mHealth; Confounding; Obesity; Behaviour change; Psychology; Demographics; Medicine; Environmental health; Gerontology; Public health; Intervention (counseling); Social psychology; Psychological intervention; Demography; Nursing","score_opus":0.144104629442868,"score_gpt":0.48037837631725355,"score_spread":0.33627374687438555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735638749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89147043,0.010442197,0.00014567898,0.054521773,0.0015958066,0.03900841,0.0006109512,0.00049381674,0.001710918],"genre_scores_gemma":[0.83919036,0.018233439,0.00093185116,0.00984112,0.0014592087,0.12876298,0.00014332763,0.00009478748,0.0013429226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99450296,0.00044483907,0.0012969841,0.001109296,0.00042382823,0.0022220865],"domain_scores_gemma":[0.993593,0.00041352314,0.0011510145,0.0012666811,0.00033238492,0.003243392],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001775519,0.00049943244,0.0010290863,0.00034890888,0.008042733,0.00011830201,0.00043400982,0.0006559038,0.00010334603],"category_scores_gemma":[0.00023246103,0.00047785576,0.00008353256,0.00026548447,0.0002485518,0.00042673998,0.00025908215,0.0014680071,0.000219971],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031896404,0.0016907293,0.20437694,0.025344681,0.00004957761,0.000036371755,0.012539921,9.117842e-7,0.00016808818,0.019803684,0.04361369,0.68918574],"study_design_scores_gemma":[0.007056014,0.0019131529,0.4174571,0.0009945403,0.00013081844,0.00002045456,0.0028646889,0.0003119809,0.0000034165578,0.00055314484,0.5680969,0.00059782213],"about_ca_topic_score_codex":0.0021547577,"about_ca_topic_score_gemma":0.0010603591,"teacher_disagreement_score":0.68858796,"about_ca_system_score_codex":0.00030111446,"about_ca_system_score_gemma":0.00088456814,"threshold_uncertainty_score":0.9997673},"labels":[],"label_agreement":null},{"id":"W2735945955","doi":"10.2196/mhealth.7871","title":"Patterns of User Engagement With the Mobile App, Manage My Pain: Results of a Data Mining Investigation","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; York University","funders":"","keywords":"Mobile apps; mHealth; Smartphone app; Internet privacy; Health professionals; Health care; Tracking (education); Pain management; Medicine; Psychology; Computer science; World Wide Web; Nursing; Psychological intervention; Physical therapy","score_opus":0.18249745978948598,"score_gpt":0.4680591713746043,"score_spread":0.28556171158511834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735945955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624515,0.0006690554,0.001381038,0.022918068,0.00023789245,0.009607669,0.0010416978,0.0000917403,0.0016013132],"genre_scores_gemma":[0.9851263,0.0023536158,0.0023229711,0.00449976,0.00031093144,0.004332049,0.00038727093,0.000044396955,0.0006226989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99483997,0.0013797553,0.0015899638,0.0007261179,0.00049671234,0.00096747297],"domain_scores_gemma":[0.991522,0.0014283685,0.002929536,0.0030872938,0.00027123405,0.0007615658],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009188564,0.00026832253,0.00061314413,0.00015320763,0.003240465,0.000020313924,0.0010440985,0.00020793651,0.00003540775],"category_scores_gemma":[0.00034788024,0.00018326179,0.0000334699,0.0001961313,0.00027886892,0.00032170973,0.0004965963,0.0008212604,0.000009040209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022971174,0.00047659516,0.52936924,0.04430103,0.00008369758,0.000005436588,0.02726806,0.000017063205,0.00004383211,0.0076059876,0.088220686,0.30031124],"study_design_scores_gemma":[0.0040827496,0.0008869303,0.7202227,0.0011168281,0.000098845514,0.0000022782222,0.0094266245,0.0006517078,0.000009542822,0.00013618238,0.26313683,0.00022875139],"about_ca_topic_score_codex":0.0041290317,"about_ca_topic_score_gemma":0.0034541057,"teacher_disagreement_score":0.30008247,"about_ca_system_score_codex":0.000099264245,"about_ca_system_score_gemma":0.001765237,"threshold_uncertainty_score":0.9980572},"labels":[],"label_agreement":null},{"id":"W2737796915","doi":"10.2196/mhealth.7437","title":"Estimating Heart Rate, Energy Expenditure, and Physical Performance With a Wrist Photoplethysmographic Device During Running","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heart rate; Energy expenditure; VO2 max; Cardiorespiratory fitness; Physical therapy; Medicine; Aerobic exercise; Statistics; Physical medicine and rehabilitation; Mathematics; Blood pressure; Internal medicine","score_opus":0.021467560915722928,"score_gpt":0.2978383016060404,"score_spread":0.2763707406903175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737796915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979107,0.0007351939,0.00022405501,0.00008708526,0.00025525474,0.00021986886,0.000004806347,0.00020255308,0.00036049198],"genre_scores_gemma":[0.9964965,0.0003210936,0.0022339649,0.00008695867,0.0006705957,0.00010870994,0.000004476822,0.00006428919,0.000013396511],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845517,0.000029708392,0.00025117322,0.00038273423,0.00018854169,0.000692665],"domain_scores_gemma":[0.99893004,0.00006569762,0.0001380641,0.00037970013,0.00003266249,0.0004538089],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00020093782,0.00030115127,0.00038275486,0.00012531216,0.0013048744,0.00018718703,0.00015186041,0.000080587706,0.0000017559339],"category_scores_gemma":[0.000013498608,0.00027393523,0.00002805603,0.000110290115,0.00013199095,0.00050111895,0.00007603342,0.0003768802,0.000002103566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041020993,0.00016785735,0.8946644,0.017403118,0.00011444157,0.000107018976,0.005346063,0.0022203054,0.05179016,0.00040445113,0.00024086823,0.02713108],"study_design_scores_gemma":[0.0018233113,0.00040222748,0.9652421,0.00097282947,0.00004566725,0.00015944666,0.00027013494,0.020212077,0.009669624,0.00010161815,0.00039103584,0.00070991484],"about_ca_topic_score_codex":0.0003017384,"about_ca_topic_score_gemma":0.00005961895,"teacher_disagreement_score":0.07057769,"about_ca_system_score_codex":0.00007003002,"about_ca_system_score_gemma":0.00005978108,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W2737958599","doi":"10.2196/mhealth.6829","title":"Patients’ Perspective on Participation in Care With or Without the Support of a Smartphone App During Radiotherapy for Prostate Cancer: Qualitative Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Perspective (graphical); Qualitative research; mHealth; Radiation therapy; Medicine; Cancer; Smartphone application; Psychology; Nursing; Computer science; Multimedia; Psychological intervention; Internal medicine; Artificial intelligence","score_opus":0.057407193083154714,"score_gpt":0.4719762977942655,"score_spread":0.41456910471111075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737958599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931883,0.0003683979,0.0000050541225,0.0017743328,0.00010741108,0.004332345,0.000096976786,0.0000143688985,0.000112808964],"genre_scores_gemma":[0.99742293,0.0003465186,0.000025566058,0.00034888615,0.00008849295,0.0015808913,0.000016405093,0.000024078803,0.0001462243],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99869853,0.00013625817,0.00029203625,0.00030454755,0.00025240908,0.00031623186],"domain_scores_gemma":[0.9987979,0.00007863879,0.00034951727,0.0003229646,0.00029236107,0.0001586231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035678854,0.00014764158,0.00041588699,0.000077723955,0.0003516364,0.000018278102,0.00006896027,0.000038613936,0.000007775875],"category_scores_gemma":[0.00003333065,0.00008467767,0.000028057535,0.00009660319,0.000112120855,0.00006870814,0.000011756978,0.00016303801,2.0055813e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015544338,0.00038218647,0.4334417,0.0011745119,0.000035064393,0.0000014599095,0.5442127,0.0000017081418,0.0000024619467,0.0000354441,0.000028089016,0.0051403567],"study_design_scores_gemma":[0.009024762,0.008622087,0.7435966,0.00018014445,0.000060026632,7.856101e-7,0.23823094,0.0000141290475,0.000039410177,0.000009741339,0.00013480619,0.0000865548],"about_ca_topic_score_codex":0.012259525,"about_ca_topic_score_gemma":0.07170857,"teacher_disagreement_score":0.3101549,"about_ca_system_score_codex":0.00045029834,"about_ca_system_score_gemma":0.0006391877,"threshold_uncertainty_score":0.99431795},"labels":[],"label_agreement":null},{"id":"W2738260258","doi":"10.2196/mhealth.7420","title":"The Health Buddies App as a Novel Tool to Improve Adherence and Knowledge in Atrial Fibrillation Patients: A Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Hasselt; Limburg Sterk Merk","keywords":"Medicine; Usability; Population; Atrial fibrillation; mHealth; Stroke (engine); Medical prescription; Psychological intervention; Physical therapy; Nursing; Internal medicine; Computer science","score_opus":0.12006942456993434,"score_gpt":0.43983172588763164,"score_spread":0.3197623013176973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738260258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821409,0.0009560868,0.000027713244,0.01137119,0.0005375156,0.004503793,0.000011828237,0.000042289917,0.00040866845],"genre_scores_gemma":[0.9964529,0.0009632885,0.00020977331,0.0005452427,0.0010130828,0.000023698487,0.000009378174,0.000018236144,0.0007643498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808395,0.000102847574,0.0006404211,0.00042661466,0.0002615401,0.00048462974],"domain_scores_gemma":[0.99846447,0.00020993606,0.00040650225,0.0004378001,0.000100708916,0.00038060834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011620757,0.00019736942,0.00047369383,0.00014048249,0.0011651821,0.00014503664,0.00010195592,0.000042466396,0.000004494427],"category_scores_gemma":[0.0004765687,0.00014005673,0.000040585015,0.00013810898,0.00007361638,0.00016922853,0.00018174225,0.00016407711,0.00001658054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004108085,0.0000809952,0.7647956,0.0006357904,0.000027067057,9.0309754e-7,0.0028695476,0.0000016659288,0.000004061142,0.0013568832,0.00052848516,0.22559093],"study_design_scores_gemma":[0.0072415257,0.011219133,0.96755195,0.00009049067,0.000033130047,0.0000013779975,0.00080555974,0.0001987974,3.9220518e-7,0.000120227596,0.012606899,0.00013049295],"about_ca_topic_score_codex":0.001935624,"about_ca_topic_score_gemma":0.0020702223,"teacher_disagreement_score":0.22546044,"about_ca_system_score_codex":0.00014764396,"about_ca_system_score_gemma":0.00046660134,"threshold_uncertainty_score":0.8961756},"labels":[],"label_agreement":null},{"id":"W2738532699","doi":"10.2196/mhealth.7335","title":"Design of Mobile Health Tools to Promote Goal Achievement in Self-Management Tasks","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion","keywords":"mHealth; Operationalization; Computer science; Goal setting; Process management; Applied psychology; Psychology; Medicine; Engineering; Nursing; Psychological intervention","score_opus":0.11222594558149088,"score_gpt":0.4650620598883859,"score_spread":0.352836114306895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738532699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768979,0.00071001047,0.0007595343,0.010323505,0.0001337148,0.010199581,0.000022938964,0.000060330898,0.00089246006],"genre_scores_gemma":[0.97820926,0.0018147085,0.016088309,0.0022916927,0.000101323996,0.001146072,0.000013181409,0.00003287308,0.0003025935],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99698997,0.00017453007,0.0007612881,0.0005228604,0.000602001,0.00094934535],"domain_scores_gemma":[0.99759245,0.000043281267,0.00034777386,0.00088735524,0.00009671097,0.0010324008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023893157,0.00021091937,0.0006661831,0.0003563784,0.00037091496,0.000049573504,0.00028399436,0.00008256751,0.00002579156],"category_scores_gemma":[0.000061018978,0.00018685748,0.000039915438,0.00022376649,0.00006848134,0.00013450462,0.00021697005,0.0003954697,0.000027403894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0125388615,0.0039980556,0.043799024,0.023511883,0.00011128576,0.00014930806,0.003752798,0.00004146391,0.00053031236,0.0013270543,0.0074280896,0.9028119],"study_design_scores_gemma":[0.0060484353,0.045801874,0.92416936,0.0011939367,0.00004936204,0.000031327952,0.0006508864,0.0007013898,0.00028115875,0.00017536139,0.02057449,0.00032242283],"about_ca_topic_score_codex":0.00066540367,"about_ca_topic_score_gemma":0.00007078155,"teacher_disagreement_score":0.9024894,"about_ca_system_score_codex":0.0005144925,"about_ca_system_score_gemma":0.00097630924,"threshold_uncertainty_score":0.7619827},"labels":[],"label_agreement":null},{"id":"W2738727114","doi":"10.2196/mhealth.8231","title":"Photoaging Mobile Apps as a Novel Opportunity for Melanoma Prevention: Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photoaging; Skin cancer; Medicine; Attractiveness; Sunbathing; Melanoma; Dermatology; Gerontology; Cancer; Psychology; Internal medicine","score_opus":0.1942692216874201,"score_gpt":0.4582867487020397,"score_spread":0.2640175270146196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738727114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98759395,0.00024356385,0.000686631,0.002456949,0.00034759595,0.005187268,0.000012243086,0.0001060214,0.003365751],"genre_scores_gemma":[0.9938496,0.000104984036,0.0006177159,0.0016437089,0.00038358738,0.0012090397,0.000014001988,0.000026556398,0.00215084],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985601,0.000050734536,0.0003706536,0.00039040242,0.00020685534,0.00042130082],"domain_scores_gemma":[0.9983195,0.000051704552,0.0003226258,0.00050108356,0.00009212127,0.00071293075],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010175036,0.00016417226,0.00036060737,0.00010808102,0.0013136803,0.000072552546,0.00010738554,0.000046413978,0.00008313716],"category_scores_gemma":[0.00015299945,0.00014492634,0.000048250975,0.000058241512,0.000057868867,0.00012741759,0.000057220022,0.0002727075,0.000009164047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012536288,0.023956768,0.21987413,0.015559296,0.00040274332,0.00015615123,0.012679324,0.0000030262884,0.0022488653,0.0029767517,0.008827111,0.70077956],"study_design_scores_gemma":[0.0353005,0.05658655,0.82012886,0.001038094,0.00041712224,0.0007473857,0.011020323,0.0013479526,0.000359739,0.0017915308,0.07048139,0.000780538],"about_ca_topic_score_codex":0.00064436614,"about_ca_topic_score_gemma":0.000098821205,"teacher_disagreement_score":0.69999903,"about_ca_system_score_codex":0.0000840408,"about_ca_system_score_gemma":0.0006590254,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W2739251640","doi":"10.2196/mhealth.7178","title":"Development and Testing of an Intelligent Pain Management System (IPMS) on Mobile Phones Through a Randomized Trial Among Chinese Cancer Patients: A New Approach in Cancer Pain Management","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Medicine; Cancer pain; Physical therapy; Randomized controlled trial; Cancer; Quality of life (healthcare); Test (biology); Patient satisfaction; Intervention (counseling); Internal medicine; Nursing","score_opus":0.059759588875417276,"score_gpt":0.3748446434025115,"score_spread":0.31508505452709423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739251640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861401,0.0008226216,0.0010456747,0.00024046414,0.00026586186,0.009757521,0.0000065541503,0.00006243942,0.0016588089],"genre_scores_gemma":[0.9775312,0.0026899287,0.014335569,0.00086675293,0.00024026219,0.0038105506,0.000045607583,0.00004384744,0.00043630492],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965343,0.00059676036,0.0010756665,0.0006935133,0.0004983968,0.0006013627],"domain_scores_gemma":[0.99800503,0.00023219886,0.0007583457,0.000526772,0.00005979682,0.00041785827],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0052053756,0.00038006136,0.0011385154,0.00029639772,0.0003787493,0.00006858895,0.0002134539,0.00010105296,0.00001221293],"category_scores_gemma":[0.00013367669,0.0002851324,0.000067262634,0.00023724274,0.00012605893,0.00016263811,0.00015906298,0.00022818094,0.0000015836746],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17922214,0.0020125734,0.19837481,0.029892694,0.00033868177,0.000038854727,0.010811611,0.000107284046,7.5805934e-7,0.000742627,0.0008045557,0.5776534],"study_design_scores_gemma":[0.545101,0.0011158488,0.42227525,0.0044856914,0.00038039024,5.11172e-7,0.0053900327,0.018535126,0.000008183155,0.00013794877,0.0020147944,0.0005552347],"about_ca_topic_score_codex":0.0039127995,"about_ca_topic_score_gemma":0.00049829774,"teacher_disagreement_score":0.5770982,"about_ca_system_score_codex":0.0004249429,"about_ca_system_score_gemma":0.0001869421,"threshold_uncertainty_score":0.99996006},"labels":[],"label_agreement":null},{"id":"W2739275733","doi":"10.2196/mhealth.7938","title":"Tamper-Resistant Mobile Health Using Blockchain Technology","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":295,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Telemedicine; Computer science; Health care; Data integrity; Medical record; Computer security; Internet privacy; Medicine","score_opus":0.04025679449193859,"score_gpt":0.36519656899109904,"score_spread":0.32493977449916045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739275733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219957,0.0049576173,0.031401284,0.03880023,0.0002909009,0.001556073,0.000022308657,0.00073988386,0.00023598931],"genre_scores_gemma":[0.9696568,0.0005090385,0.027717698,0.0016417203,0.000074451455,0.00033797664,0.0000018788286,0.000016700802,0.00004369556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975412,0.00007683055,0.0005093108,0.00076910673,0.00020292077,0.00090061914],"domain_scores_gemma":[0.99672776,0.000037075537,0.0006193391,0.0020796577,0.00008798371,0.0004481533],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00086765114,0.0002339757,0.00044867574,0.0003485836,0.0030747075,0.00014743338,0.0014233891,0.00029176104,0.000004554756],"category_scores_gemma":[0.00003637316,0.00022424906,0.00004415824,0.0003585108,0.00040857538,0.00012931591,0.00057997706,0.00053136074,0.00001089185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023073399,0.0003425614,0.0037459496,0.0005310903,0.0000148046465,0.000014535895,0.0009768836,0.000011262023,0.00023285871,0.589393,0.0010079242,0.40370604],"study_design_scores_gemma":[0.007467335,0.007935635,0.07703645,0.00068295596,0.000083081555,0.0010935324,0.0023562717,0.28377104,0.0012931548,0.32541308,0.2894418,0.003425653],"about_ca_topic_score_codex":0.0006257227,"about_ca_topic_score_gemma":0.0001882863,"teacher_disagreement_score":0.4002804,"about_ca_system_score_codex":0.00016235016,"about_ca_system_score_gemma":0.0006911496,"threshold_uncertainty_score":0.9982231},"labels":[],"label_agreement":null},{"id":"W2739350828","doi":"10.2196/mhealth.7346","title":"Exploring the Association Between Self-Reported Asthma Impact and Fitbit-Derived Sleep Quality and Physical Activity Measures in Adolescents","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Asthma; Physical therapy; Medicine; Actigraphy; Physical activity; Wearable computer; Sleep (system call); Activity monitor; Quality of life (healthcare); Internal medicine; Computer science; Circadian rhythm","score_opus":0.17340575929641994,"score_gpt":0.4436185908316491,"score_spread":0.2702128315352292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739350828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99598205,0.00045076298,0.0000069651724,0.0024172214,0.0002512851,0.0005750366,0.000016805576,0.00005293167,0.00024696588],"genre_scores_gemma":[0.998702,0.0008565985,0.0000056362696,0.00014941537,0.00019143509,0.00006091037,0.0000036360811,0.000018169854,0.000012181131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978789,0.0005559186,0.00031062547,0.0004278979,0.00025090235,0.00057571806],"domain_scores_gemma":[0.9984651,0.00019386678,0.000579133,0.00038396192,0.000042581534,0.00033535203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013290908,0.00020420023,0.0004059805,0.00007901971,0.00075498444,0.0000867961,0.00011180057,0.00017673317,0.000002462994],"category_scores_gemma":[0.00016060528,0.00014698268,0.000048089423,0.00008984802,0.00009711552,0.00026483898,0.00006483313,0.0006301938,0.0000039812953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020025267,0.00026921916,0.8763611,0.00014094464,0.00020967892,0.000002926553,0.0069656307,5.705942e-7,0.000017650771,0.000033240696,0.00004581723,0.11575301],"study_design_scores_gemma":[0.002300917,0.0001578085,0.99643713,0.000050054543,0.00010471444,0.00000370589,0.0005217492,0.000073483454,0.000005137164,0.0001336981,0.00006826929,0.00014335244],"about_ca_topic_score_codex":0.0048606168,"about_ca_topic_score_gemma":0.00051987683,"teacher_disagreement_score":0.12007605,"about_ca_system_score_codex":0.00016018527,"about_ca_system_score_gemma":0.00008596113,"threshold_uncertainty_score":0.73478305},"labels":[],"label_agreement":null},{"id":"W2739586802","doi":"10.2196/mhealth.7177","title":"The Potential of Mobile Apps for Improving Asthma Self-Management: A Review of Publicly Available and Well-Adopted Asthma Apps","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Asthma; Psychological intervention; App store; Self-management; Mobile apps; Medicine; Computer science; Internet privacy; World Wide Web; Nursing; Artificial intelligence","score_opus":0.07655428509093413,"score_gpt":0.45358783599313957,"score_spread":0.3770335509022054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739586802","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016273976,0.9549104,0.00016816995,0.00076431746,0.0008067167,0.03791199,0.0005772072,0.00013276051,0.0047121956],"genre_scores_gemma":[0.000051620664,0.94595015,0.0016093322,0.0010534303,0.00044458566,0.04831996,0.00044569775,0.00015384886,0.0019713487],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888645,0.0013056754,0.0052345204,0.0014235728,0.0006540453,0.0025176927],"domain_scores_gemma":[0.9856263,0.001629614,0.008137194,0.0022964084,0.00076556235,0.0015449679],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009299158,0.00086953875,0.004109764,0.00045916176,0.0045558256,0.000047811154,0.0010131642,0.0009096667,0.00013913012],"category_scores_gemma":[0.00034244082,0.00063623587,0.00045225705,0.00062185957,0.0003624071,0.00021103091,0.0005434115,0.0018125195,0.00007044408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044418557,0.00008892707,0.000009529955,0.46454003,0.000042479314,5.5182426e-7,0.00005462304,2.2227118e-8,1.3119987e-8,0.0039617456,0.010889403,0.5203683],"study_design_scores_gemma":[0.0014044861,0.00049468304,0.00009925465,0.040129244,0.00067571143,0.000017981169,0.00028829506,0.000052879597,3.0250327e-8,0.00018007682,0.956296,0.00036133427],"about_ca_topic_score_codex":0.0006733993,"about_ca_topic_score_gemma":0.00016785151,"teacher_disagreement_score":0.9454066,"about_ca_system_score_codex":0.00039302683,"about_ca_system_score_gemma":0.007555639,"threshold_uncertainty_score":0.9996089},"labels":[],"label_agreement":null},{"id":"W2740652727","doi":"10.2196/mhealth.7853","title":"The Relationship Between Individual Characteristics and Interest in Using a Mobile Phone App for HIV Self-Management: Observational Cohort Study of People Living With HIV","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism; National Institute on Aging; National Institutes of Health","keywords":"Observational study; Mobile phone; Human immunodeficiency virus (HIV); mHealth; Self-management; Cohort; Psychology; Cohort study; Phone; Medicine; Internet privacy; Applied psychology; Gerontology; Computer science; Psychological intervention; Family medicine; Telecommunications; Psychiatry; Artificial intelligence","score_opus":0.1947165052970906,"score_gpt":0.45557466318379897,"score_spread":0.2608581578867084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740652727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98461676,0.00018582806,0.0003182236,0.0014157633,0.00014341832,0.012921614,0.0002325484,0.000055604934,0.000110231056],"genre_scores_gemma":[0.9845572,0.00053277833,0.001365791,0.0002973998,0.00026680215,0.012686193,0.000122311,0.000043309356,0.00012818418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963243,0.00045932134,0.001436642,0.00055641355,0.0002957637,0.0009275829],"domain_scores_gemma":[0.9931997,0.0037192088,0.001593401,0.00073127245,0.00020516948,0.00055121566],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034680539,0.00025480852,0.00063460553,0.00020372124,0.0055465633,0.00005549927,0.00033688435,0.00018888059,0.000006339098],"category_scores_gemma":[0.00035268615,0.00020239747,0.000025262601,0.00024939704,0.0001293165,0.0002179003,0.000232238,0.00073740643,0.00000408366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014071669,0.0003080897,0.98346233,0.0035704426,0.000025524416,3.7989727e-7,0.0054249354,0.0000014622119,1.2315121e-7,0.0041862237,0.000321791,0.0025579962],"study_design_scores_gemma":[0.0027319991,0.00032855145,0.98809093,0.00045868874,0.000123809,0.0000016307752,0.0054759462,0.0003920906,4.0800145e-8,0.00029119002,0.0019537294,0.00015137545],"about_ca_topic_score_codex":0.00066366774,"about_ca_topic_score_gemma":0.0024548196,"teacher_disagreement_score":0.005417247,"about_ca_system_score_codex":0.00021442525,"about_ca_system_score_gemma":0.0009206524,"threshold_uncertainty_score":0.9957481},"labels":[],"label_agreement":null},{"id":"W2741049680","doi":"10.2196/mhealth.7232","title":"Smartphone-Based Endoscope System for Advanced Point-of-Care Diagnostics: Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gastrointestinal Bleeding Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Endoscope; Medical physics; Medicine; Computer science; Point of care; Surgery; Medical emergency; Pathology","score_opus":0.07435357643754147,"score_gpt":0.4138820435865536,"score_spread":0.33952846714901214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741049680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913507,0.0012952946,0.00010010639,0.0015578013,0.000328027,0.0049746516,0.000121300276,0.00006825602,0.00020387101],"genre_scores_gemma":[0.994113,0.0001140213,0.0047266083,0.00015497007,0.00012998405,0.000674893,0.000042058768,0.000029204217,0.000015245789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816376,0.00006137509,0.0005407743,0.00050253683,0.00024748757,0.00048404234],"domain_scores_gemma":[0.9974172,0.0004224211,0.00050705427,0.0007629531,0.0003195531,0.0005707984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045723407,0.00023765407,0.00072764145,0.00008507992,0.00059856,0.000036568024,0.00012357549,0.00005950594,0.000005445469],"category_scores_gemma":[0.00054642116,0.00018849254,0.00010648863,0.000049290833,0.000099457015,0.000072043054,0.000042413823,0.00015178244,0.0000041074386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018994175,0.0016374096,0.9775982,0.009399303,0.000026665835,0.000021692375,0.0004284986,0.0000017478045,0.000019296362,0.00016100638,0.0002686171,0.008538151],"study_design_scores_gemma":[0.012393155,0.018023206,0.9646328,0.0012516703,0.00032506857,0.000016762197,0.0027124253,0.00004198766,0.00035658272,0.000017483295,0.000114347225,0.00011451624],"about_ca_topic_score_codex":0.00031904952,"about_ca_topic_score_gemma":0.00014567663,"teacher_disagreement_score":0.016385797,"about_ca_system_score_codex":0.00030569086,"about_ca_system_score_gemma":0.00050780707,"threshold_uncertainty_score":0.7686503},"labels":[],"label_agreement":null},{"id":"W2741406550","doi":"10.2196/mhealth.7477","title":"A Smartphone App for Families With Preschool-Aged Children in a Public Nutrition Program: Prototype Development and Beta-Testing","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Cancer Institute","keywords":"Childhood obesity; Snacking; Medicine; Toddler; Nutrition Education; Gerontology; Obesity; Environmental health; Psychology; Overweight; Developmental psychology","score_opus":0.06824755080556111,"score_gpt":0.35727380926200664,"score_spread":0.28902625845644553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741406550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876727,0.00023271979,0.000010990503,0.0026647921,0.00002216126,0.009101227,0.00001130259,0.000107632084,0.00017650508],"genre_scores_gemma":[0.9846,0.000093337214,0.010969422,0.00023418902,0.00017955311,0.0038048278,0.00005875563,0.000028903376,0.00003098114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983489,0.000053681655,0.00031190665,0.00046125895,0.00022835202,0.00059591094],"domain_scores_gemma":[0.99875945,0.00008165542,0.00024996293,0.00028752023,0.00011183747,0.0005095649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044547633,0.00021269002,0.00047875152,0.00013161002,0.0006362098,0.00011530477,0.00008565107,0.00009521703,0.0000011323639],"category_scores_gemma":[0.0001240305,0.00016867956,0.000021297978,0.0001374571,0.00013683682,0.00026266038,0.000068179055,0.0003367431,0.0000015023857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000593153,0.0041863206,0.90285665,0.004968572,0.0000236475,0.0000037298523,0.00040939538,3.9829054e-8,0.000019432024,0.00011120022,0.00009357871,0.08673427],"study_design_scores_gemma":[0.0049238773,0.0025937436,0.9906863,0.00045619125,0.000036118752,0.00002458546,0.00007934958,0.00008282442,0.00008401292,0.00023153763,0.00064012967,0.00016134657],"about_ca_topic_score_codex":0.00034932134,"about_ca_topic_score_gemma":0.0009018337,"teacher_disagreement_score":0.08782963,"about_ca_system_score_codex":0.00010482446,"about_ca_system_score_gemma":0.00057136983,"threshold_uncertainty_score":0.68785524},"labels":[],"label_agreement":null},{"id":"W2742438768","doi":"10.2196/mhealth.7532","title":"Feasibility and Acceptability of a Text Message-Based Smoking Cessation Program for Young Adults in Lima, Peru: Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Smoking cessation; Tobacco control; Low and middle income countries; Environmental health; Tobacco use; Young adult; Medicine; Smoking prevalence; Quit smoking; Developing country; Gerontology; Public health; Economic growth; Population; Nursing","score_opus":0.12019243314251014,"score_gpt":0.4403310254057168,"score_spread":0.3201385922632066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742438768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99353874,0.00014253099,0.000029593535,0.00058277766,0.000116333424,0.0054178117,0.000025895275,0.000047331967,0.000099011064],"genre_scores_gemma":[0.99883324,0.00005590102,0.00028279802,0.00007428529,0.000062379164,0.0006286125,0.000038592225,0.00001733357,0.000006841506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981673,0.00014233275,0.00055065186,0.00049296604,0.0002989459,0.00034782893],"domain_scores_gemma":[0.9985285,0.00010036701,0.00043031233,0.0005309388,0.00017192033,0.00023799804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018929541,0.00016634249,0.0004539617,0.0001274719,0.00040596662,0.00005269169,0.00008807322,0.00008845578,0.000017403385],"category_scores_gemma":[0.00027044577,0.00014697024,0.000033747117,0.00009907909,0.00014328922,0.00017479427,0.000032774693,0.00024027319,6.314267e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021736084,0.002691074,0.88725555,0.0025370624,0.0000044192957,0.0000011045987,0.0015833324,2.5402224e-7,0.0000067531855,0.000017691713,0.0000066837697,0.103722475],"study_design_scores_gemma":[0.009755861,0.006069591,0.9819427,0.00013795639,0.00010202787,0.0000026987493,0.0014293966,0.00035407182,0.00002575387,0.000061724306,0.0000149083,0.00010329692],"about_ca_topic_score_codex":0.0030556829,"about_ca_topic_score_gemma":0.0022268165,"teacher_disagreement_score":0.10361917,"about_ca_system_score_codex":0.00020225206,"about_ca_system_score_gemma":0.00033816425,"threshold_uncertainty_score":0.5993272},"labels":[],"label_agreement":null},{"id":"W2742459750","doi":"10.2196/mhealth.5890","title":"Analysis of Requirements for Developing an mHealth-Based Health Management Platform","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"China Medical University","keywords":"mHealth; Informatization; Health management system; Government (linguistics); China; Health care; Business; Knowledge management; Medicine; Nursing; Computer science; World Wide Web; Alternative medicine; Political science; Psychological intervention","score_opus":0.24974667631553932,"score_gpt":0.5431196164069333,"score_spread":0.293372940091394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742459750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84176177,0.0028941636,0.05132948,0.052296378,0.0027017219,0.040123187,0.0021552094,0.00069834327,0.0060397494],"genre_scores_gemma":[0.93167394,0.0049484093,0.025880845,0.02187536,0.00042576698,0.013514185,0.0011721775,0.000110443936,0.00039888927],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.991824,0.000476998,0.0031389797,0.0012586206,0.0006668207,0.0026346014],"domain_scores_gemma":[0.9902669,0.00054826256,0.0041056345,0.0022572433,0.00049928064,0.0023226556],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055772057,0.0005121704,0.0017311516,0.0011565336,0.0088949725,0.000046880483,0.00085086725,0.00040293694,0.000060199407],"category_scores_gemma":[0.00013263995,0.00049820635,0.00021277534,0.00077514333,0.0002586172,0.00043295635,0.00019309587,0.0006998311,0.000017749859],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020532375,0.0008923756,0.23557416,0.06984618,0.00051367475,0.000003015704,0.0028707827,0.000052886193,0.0000071221502,0.1966476,0.0066697863,0.48486918],"study_design_scores_gemma":[0.0063324394,0.0011877789,0.87533534,0.0008802012,0.00078738725,0.0000010300845,0.0014442775,0.007060557,0.0000053822027,0.0023744055,0.10402844,0.000562738],"about_ca_topic_score_codex":0.0026398902,"about_ca_topic_score_gemma":0.003967002,"teacher_disagreement_score":0.6397612,"about_ca_system_score_codex":0.0010428128,"about_ca_system_score_gemma":0.005200803,"threshold_uncertainty_score":0.999747},"labels":[],"label_agreement":null},{"id":"W2743199055","doi":"10.2196/mhealth.7521","title":"Feature-Free Activity Classification of Inertial Sensor Data With Machine Vision Techniques: Method, Development, and Evaluation","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence; Machine learning; Convolutional neural network; Support vector machine; Feature (linguistics); Field (mathematics); Digital signal processing; Feature extraction; Random forest","score_opus":0.17706444959119177,"score_gpt":0.45740876716087486,"score_spread":0.2803443175696831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743199055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6255189,0.00032397016,0.35778055,0.013332721,0.00020855205,0.0019532326,0.00008142367,0.00016181717,0.0006388189],"genre_scores_gemma":[0.8970415,0.0000648787,0.10256321,0.000110588066,0.000070837654,0.000065988286,0.000036202327,0.000010589209,0.00003618116],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99785894,0.00044223233,0.00027723936,0.0006699922,0.00050051097,0.00025110663],"domain_scores_gemma":[0.99670774,0.00018184066,0.0008222044,0.0018262404,0.00024013183,0.000221817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003214833,0.00016982797,0.00032584326,0.00015372873,0.0005876463,0.00017540611,0.0007422039,0.00011723229,0.0000015383224],"category_scores_gemma":[0.00019339318,0.00013733326,0.000012255201,0.00012829987,0.00008224982,0.0012813341,0.0005194454,0.00023254033,0.0000011428291],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012409924,0.000080408085,0.0040184744,0.00039591364,0.000010102912,8.5160843e-7,0.00044930459,1.0320672e-7,0.001170891,0.0002062993,0.00046238414,0.99308115],"study_design_scores_gemma":[0.002239104,0.00051963824,0.88712543,0.000310185,0.000049389793,0.00010017804,0.00007317968,0.095328346,0.003343312,0.00018313788,0.01037179,0.00035628898],"about_ca_topic_score_codex":0.00043469074,"about_ca_topic_score_gemma":0.0008888789,"teacher_disagreement_score":0.9927249,"about_ca_system_score_codex":0.000091795584,"about_ca_system_score_gemma":0.00065926043,"threshold_uncertainty_score":0.5600288},"labels":[],"label_agreement":null},{"id":"W2743278224","doi":"10.2196/mhealth.7816","title":"Improving Patient-Centered Care for Young People in General Practice With a Codesigned Screening App: Mixed Methods Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Young and Well Cooperative Research Centre","keywords":"Intervention (counseling); Mental health; Medicine; Family medicine; Focus group; Health care; Usability; Nursing; Psychology; Psychiatry","score_opus":0.09219512874656186,"score_gpt":0.510931529813354,"score_spread":0.4187364010667921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743278224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.892399,0.0022493042,0.0482184,0.0067803743,0.001478561,0.046294767,0.00025933812,0.00034383213,0.0019764258],"genre_scores_gemma":[0.85460865,0.0004085627,0.10799201,0.0025064922,0.00043487403,0.033685356,0.00012167425,0.00010659351,0.00013581185],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9921539,0.0022523764,0.0017584906,0.0011991976,0.00043863486,0.0021974402],"domain_scores_gemma":[0.992647,0.0014949666,0.002323785,0.0013682009,0.00068287336,0.0014831678],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004354769,0.00047945208,0.0010691275,0.00032268127,0.0074098217,0.0000913637,0.0004525079,0.00034814895,0.000013497801],"category_scores_gemma":[0.0011118747,0.00042222376,0.000067770336,0.0003075115,0.000099080906,0.000541033,0.00024303555,0.0012424061,0.000008333168],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055507,0.0011533464,0.24160975,0.0120597575,0.000038712744,0.000009993517,0.058908273,0.000013158503,0.000036080553,0.0017477194,0.0016157774,0.6772567],"study_design_scores_gemma":[0.020413574,0.0052640364,0.7427954,0.0006521509,0.00026880772,0.000028519695,0.17405549,0.0042495173,0.000009028309,0.0001217666,0.05131209,0.0008296271],"about_ca_topic_score_codex":0.018998219,"about_ca_topic_score_gemma":0.039373193,"teacher_disagreement_score":0.6764271,"about_ca_system_score_codex":0.00055593083,"about_ca_system_score_gemma":0.0027817532,"threshold_uncertainty_score":0.999823},"labels":[],"label_agreement":null},{"id":"W2743336945","doi":"10.2196/mhealth.7836","title":"Usability Testing of the BRANCH Smartphone App Designed to Reduce Harmful Drinking in Young Adults","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust; South London and Maudsley NHS Foundation Trust","keywords":"Usability; mHealth; Psychological intervention; Thematic analysis; Focus group; App store; Computer science; Intervention (counseling); Internet privacy; Applied psychology; World Wide Web; Psychology; Human–computer interaction; Qualitative research","score_opus":0.07030672059097727,"score_gpt":0.3749607452983719,"score_spread":0.30465402470739467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743336945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99411774,0.00035957975,0.000010095471,0.0032113134,0.0002516358,0.0012320938,0.0000018540029,0.000034396762,0.0007812709],"genre_scores_gemma":[0.9979246,0.00010318858,0.0010510241,0.0005676012,0.00012236764,0.00006264406,0.0000022357947,0.000016555508,0.0001497837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839705,0.00007813242,0.00046389215,0.00034587583,0.0002462012,0.00046885406],"domain_scores_gemma":[0.9984476,0.0001795774,0.00029216547,0.0006927486,0.00009053245,0.00029735357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006535877,0.00016364019,0.0004428942,0.00007965069,0.00043037446,0.000019904135,0.00017036966,0.00007648362,0.000009573032],"category_scores_gemma":[0.00055785076,0.00011194635,0.00004940843,0.00022606617,0.00010931531,0.00010159162,0.0000616581,0.00021556306,0.0000043382975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061381434,0.0001243864,0.9490715,0.00044679327,0.000005830703,0.0000034585591,0.004055119,6.908981e-7,0.00031682407,0.000023010405,0.00007503459,0.04526351],"study_design_scores_gemma":[0.003162597,0.00023984416,0.99432456,0.0006867432,0.000028997198,0.000015113445,0.00035912578,0.000041587766,0.0009274314,0.00010058814,0.00002792802,0.00008549351],"about_ca_topic_score_codex":0.0014480283,"about_ca_topic_score_gemma":0.0039488133,"teacher_disagreement_score":0.045253024,"about_ca_system_score_codex":0.00017212419,"about_ca_system_score_gemma":0.00034784465,"threshold_uncertainty_score":0.45650396},"labels":[],"label_agreement":null},{"id":"W2743411322","doi":"10.2196/mhealth.6974","title":"Validation of a Smartphone App for the Assessment of Sedentary and Active Behaviors","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sedentary behavior; Accelerometer; mHealth; Physical activity; Applied psychology; Smartphone application; Sedentary lifestyle; Smartphone app; Psychological intervention; Psychology; Behavior change; Computer science; Physical medicine and rehabilitation; Medicine; Human–computer interaction; Multimedia; Social psychology","score_opus":0.0999903425131973,"score_gpt":0.46915604951319356,"score_spread":0.3691657069999963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743411322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911326,0.00012243466,0.00023385427,0.007037008,0.00008156324,0.0011270345,0.00008204748,0.0000080759055,0.00017538229],"genre_scores_gemma":[0.9981387,0.00078743196,0.00050130597,0.00031815274,0.00011216621,0.000079284786,0.000020397232,0.000008505125,0.000034035744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99914205,0.000039226765,0.00026278774,0.00017226137,0.00017367669,0.00020998743],"domain_scores_gemma":[0.9987759,0.00022165697,0.00042913266,0.00027883603,0.00007739031,0.00021705586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039532225,0.000088409804,0.0003857446,0.00004152344,0.00041978023,0.000008952848,0.00006114271,0.00005699186,0.000005684588],"category_scores_gemma":[0.000032880478,0.000060926515,0.000041465122,0.000035396708,0.00018079851,0.00010870402,0.000036536305,0.0001755755,1.6023607e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004993558,0.0056995875,0.40892234,0.028001172,0.00021333477,0.0000038272724,0.0078498805,0.0000031087363,0.009934098,0.008861417,0.002321971,0.5231957],"study_design_scores_gemma":[0.0018401947,0.0016163265,0.99322814,0.000113404945,0.00015213969,0.000005445662,0.00032507814,0.00029587356,0.0016795887,0.00042240898,0.00027295502,0.000048424536],"about_ca_topic_score_codex":0.0011053127,"about_ca_topic_score_gemma":0.00007583071,"teacher_disagreement_score":0.5843058,"about_ca_system_score_codex":0.0000508997,"about_ca_system_score_gemma":0.0004192649,"threshold_uncertainty_score":0.32286528},"labels":[],"label_agreement":null},{"id":"W2743719258","doi":"10.2196/mhealth.7144","title":"The Impact of Text Messaging on Medication Adherence and Exercise Among Postmyocardial Infarction Patients: Randomized Controlled Pilot Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Myocardial infarction; Text messaging; Rehabilitation; Text message; Internal medicine","score_opus":0.0495837732172217,"score_gpt":0.40252527542596106,"score_spread":0.3529415022087394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743719258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888481,0.0007791541,0.000018572007,0.0025701297,0.0003203877,0.0046597635,0.000005145607,0.00002075511,0.002777994],"genre_scores_gemma":[0.9928097,0.0058439565,0.000019072146,0.0002957077,0.00016137092,0.000591069,0.000016284788,0.000009943714,0.0002529064],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9980356,0.00026847693,0.0007355948,0.00026181922,0.0004141534,0.00028433406],"domain_scores_gemma":[0.9972013,0.0005224781,0.0011910449,0.00047707325,0.00018757352,0.0004205293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020146407,0.00016498,0.00100408,0.000080620666,0.00069785886,0.00005162832,0.00012202267,0.00007616352,0.000039077313],"category_scores_gemma":[0.0012645498,0.00009050618,0.0001261207,0.000054884513,0.0004953997,0.00012338211,0.000027980821,0.0002610942,0.00000954228],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9113598,0.0003276976,0.033762034,0.0002580357,0.00008906384,3.360716e-7,0.00037269943,4.0678475e-7,0.000010266502,0.00050943025,0.001976392,0.05133387],"study_design_scores_gemma":[0.45419273,0.0020363464,0.5424827,0.00030734463,0.00012069274,0.0000012755303,0.00006014542,0.0004605767,0.0000023859977,0.00023314513,0.000045887195,0.000056788518],"about_ca_topic_score_codex":0.0008745311,"about_ca_topic_score_gemma":0.000009033206,"teacher_disagreement_score":0.50872064,"about_ca_system_score_codex":0.000060702692,"about_ca_system_score_gemma":0.0004976623,"threshold_uncertainty_score":0.5367437},"labels":[],"label_agreement":null},{"id":"W2744357932","doi":"10.2196/mhealth.6321","title":"How Accurate Is Your Activity Tracker? A Comparative Study of Step Counts in Low-Intensity Physical Activities","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Intraclass correlation; Standard error; Reliability (semiconductor); Sitting; Physical therapy; Standard deviation; Treadmill; Physical medicine and rehabilitation; Medicine; Pedometer; Physical activity; Computer science; Statistics; Mathematics; Reproducibility","score_opus":0.20270749761852924,"score_gpt":0.46279342790105854,"score_spread":0.2600859302825293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744357932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460083,0.000033092983,0.000009818073,0.0033273036,0.00010463901,0.00093859504,0.00004420205,0.000022584662,0.00091893924],"genre_scores_gemma":[0.99911535,0.000093815215,0.000016427613,0.00030905224,0.0002134672,0.00003203719,0.0000029593687,0.000011755318,0.00020512904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861664,0.000109377914,0.00020185443,0.00035097142,0.00030580658,0.00041535991],"domain_scores_gemma":[0.99867797,0.000096851414,0.00037884573,0.00042214544,0.000080053724,0.00034411074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022092674,0.00019021673,0.000973172,0.00008495884,0.00031899233,0.000041028088,0.00010278441,0.000081136124,0.0000059894173],"category_scores_gemma":[0.000031035706,0.00015849403,0.000051242183,0.00009068683,0.00017630961,0.00033907095,0.000057967245,0.0005904286,0.0000069704975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03516367,0.11779857,0.3874036,0.028973227,0.0005722853,0.00025261703,0.21181901,0.000004200527,0.0030858216,0.002878232,0.012586019,0.19946274],"study_design_scores_gemma":[0.0031334104,0.0027622313,0.9874021,0.00019362978,0.000053569835,0.000007519119,0.003940209,0.0015366368,0.0003983652,0.00018323385,0.00023647498,0.00015266273],"about_ca_topic_score_codex":0.0010204006,"about_ca_topic_score_gemma":0.00045577055,"teacher_disagreement_score":0.5999985,"about_ca_system_score_codex":0.00012354222,"about_ca_system_score_gemma":0.0003817216,"threshold_uncertainty_score":0.64631987},"labels":[],"label_agreement":null},{"id":"W2744414443","doi":"10.2196/mhealth.7206","title":"How Do Apps Work? An Analysis of Physical Activity App Users’ Perceptions of Behavior Change Mechanisms","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Behavior change; Physical activity; Mobile apps; Perception; Smartphone app; Internet privacy; Psychology; mHealth; Behavior change methods; Applied psychology; Computer science; World Wide Web; Medicine; Social psychology; Psychological intervention; Physical therapy","score_opus":0.15345937007525381,"score_gpt":0.4945180247426476,"score_spread":0.3410586546673938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744414443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98664266,0.00018795222,0.0011203222,0.003648536,0.0002918005,0.0070629213,0.0006238583,0.00011303553,0.0003089126],"genre_scores_gemma":[0.9810165,0.0012558006,0.0009348022,0.00060946,0.00043292972,0.015329265,0.00013671283,0.00005254371,0.0002319509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99558336,0.00072541717,0.00091791165,0.0008545957,0.0005716449,0.0013470895],"domain_scores_gemma":[0.9930697,0.0003588993,0.002306739,0.0020280054,0.00041012382,0.0018265343],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014995758,0.00038533198,0.0014712402,0.0006485704,0.0031492175,0.000037528796,0.0005739356,0.00046631077,0.00010513352],"category_scores_gemma":[0.000115884686,0.00035339745,0.00024814083,0.0007791645,0.00036269045,0.00054797874,0.00019887599,0.0010218591,0.000014308027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073967036,0.0032148014,0.521376,0.007185499,0.00015346284,0.000002668227,0.012648066,0.0000033167166,0.0005067163,0.046594758,0.0005384123,0.40703663],"study_design_scores_gemma":[0.0010682107,0.0005590375,0.9913128,0.00015328862,0.0008877308,8.232317e-7,0.0028323228,0.00071879703,0.0000133729645,0.00031504777,0.0019038668,0.0002347253],"about_ca_topic_score_codex":0.0034094825,"about_ca_topic_score_gemma":0.0016934356,"teacher_disagreement_score":0.4699368,"about_ca_system_score_codex":0.00023543081,"about_ca_system_score_gemma":0.0009940532,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W2745140364","doi":"10.2196/mhealth.7297","title":"Mobile Phone Detection of Semantic Location and Its Relationship to Depression and Anxiety","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Neurological Disorders and Stroke; National Institute of Mental Health","keywords":"Global Positioning System; Context (archaeology); Mobile phone; Computer science; Anxiety; mHealth; Mental health; Phone; Psychological intervention; Psychology; Geography; Telecommunications; Psychiatry","score_opus":0.07050364382507783,"score_gpt":0.4398137884337215,"score_spread":0.36931014460864364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745140364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993879,0.0027553893,0.00034792983,0.00067855563,0.00043670266,0.00093769864,0.000024651372,0.000031640495,0.0009083996],"genre_scores_gemma":[0.9986918,0.00023783623,0.00009501578,0.00018976902,0.000057395355,0.0002188452,0.0000069474936,0.000015191492,0.00048718005],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876946,0.00009341939,0.00040459898,0.00033861317,0.000111447785,0.00028244645],"domain_scores_gemma":[0.9988206,0.00006641651,0.00032719874,0.00030606976,0.00006790311,0.00041178445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043776596,0.00011321186,0.00019424212,0.00012642809,0.00060148764,0.000039178274,0.000072107985,0.00011211247,0.000010840935],"category_scores_gemma":[0.000082269675,0.00011169146,0.000017500766,0.00009644836,0.0000672328,0.0002278592,0.00007102864,0.00015960386,0.000026302998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008502362,0.00063320337,0.25411293,0.006702231,0.000020303365,0.000002301459,0.006119538,0.0000023672758,0.0004816142,0.0067276955,0.00066868024,0.7236789],"study_design_scores_gemma":[0.00074180786,0.0008061205,0.9959347,0.00025779143,0.000018434494,0.00003787345,0.00026550356,0.00014747377,0.00031410408,0.00080744957,0.0005751674,0.000093575],"about_ca_topic_score_codex":0.00046687905,"about_ca_topic_score_gemma":0.00026181925,"teacher_disagreement_score":0.74182177,"about_ca_system_score_codex":0.000049313097,"about_ca_system_score_gemma":0.000044082262,"threshold_uncertainty_score":0.46262172},"labels":[],"label_agreement":null},{"id":"W2746197122","doi":"10.2196/mhealth.7167","title":"Quantifying Human Movement Using the Movn Smartphone App: Validation and Field Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Dublin City University; European Commission","keywords":"Movement (music); Geocoding; Computer science; Measure (data warehouse); Smartphone app; Human–computer interaction; Field (mathematics); Cartography; Geography; Data mining","score_opus":0.27805552421242913,"score_gpt":0.4946714882083102,"score_spread":0.21661596399588107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746197122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98937815,0.00018631706,0.00009011932,0.008683604,0.00012007972,0.0011654489,0.000003669738,0.000034351116,0.000338237],"genre_scores_gemma":[0.9963211,0.00024078198,0.00011032196,0.002851557,0.00035951153,0.000033296066,0.0000047900653,0.000013544057,0.00006512983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864185,0.0001078273,0.00030093838,0.00031425117,0.00024993197,0.00038519703],"domain_scores_gemma":[0.99874556,0.00010241669,0.00027502107,0.0004719767,0.000042425512,0.00036258498],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00071775744,0.00014355335,0.00037148225,0.000052469495,0.0023614336,0.00009264002,0.00008650346,0.000065587104,0.000010261413],"category_scores_gemma":[0.00005162604,0.00010038178,0.000028520742,0.000052997435,0.00008576169,0.00016821454,0.00009192243,0.00038800618,0.000002170583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011703526,0.005006068,0.8700227,0.0061261966,0.00011426612,0.000027931696,0.015272888,0.0000034717139,0.0041707284,0.0061729103,0.001314621,0.090597846],"study_design_scores_gemma":[0.0024672376,0.0025121723,0.99053377,0.0001539554,0.00012036203,0.000012303723,0.0016563995,0.00078985293,0.000393824,0.0008762629,0.00034151392,0.00014236486],"about_ca_topic_score_codex":0.0040817293,"about_ca_topic_score_gemma":0.0005279624,"teacher_disagreement_score":0.120511025,"about_ca_system_score_codex":0.0000774965,"about_ca_system_score_gemma":0.00017370791,"threshold_uncertainty_score":0.99893737},"labels":[],"label_agreement":null},{"id":"W2747585374","doi":"10.2196/mhealth.7254","title":"Clinical Validation of Heart Rate Apps: Mixed-Methods Evaluation Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photoplethysmogram; Gold standard (test); mHealth; Clearance; Computer science; Medicine; Repeated measures design; Heart rate; Food and drug administration; Statistics; Internal medicine; Medical emergency; Blood pressure; Mathematics; Telecommunications","score_opus":0.14342627599262583,"score_gpt":0.5054329667310931,"score_spread":0.36200669073846725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747585374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937009,0.00045034435,0.0022324314,0.00013867364,0.0019932035,0.0010344853,0.0000050489803,0.00008092672,0.00036395915],"genre_scores_gemma":[0.9935909,0.0002559326,0.005527869,0.0000316538,0.0004582871,0.00009303073,0.000006588165,0.000028723302,0.0000070143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976797,0.0007463643,0.00069379597,0.00028472012,0.0002672124,0.00032817016],"domain_scores_gemma":[0.9984609,0.00030759638,0.00026172327,0.000552186,0.000134237,0.00028334497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006798297,0.00015519545,0.00039386508,0.000096506024,0.00032002135,0.00006776654,0.00016063129,0.000107130545,0.000009908148],"category_scores_gemma":[0.00041354581,0.0001535373,0.000048868933,0.00008405863,0.00006463816,0.00030323776,0.00005582779,0.0002677399,0.0000105474655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009504923,0.0003607982,0.5677218,0.0015133261,0.0000529696,0.0000018977062,0.0011205667,0.0003213584,0.0040311324,0.00007997985,0.0009461771,0.42375496],"study_design_scores_gemma":[0.0012795008,0.0004991848,0.9923183,0.00007381357,0.000063703745,0.0000018553073,0.00046474376,0.001643126,0.0027870664,0.00043686293,0.0002797553,0.00015210487],"about_ca_topic_score_codex":0.00010829391,"about_ca_topic_score_gemma":0.00002173619,"teacher_disagreement_score":0.42459652,"about_ca_system_score_codex":0.00009439866,"about_ca_system_score_gemma":0.0001498375,"threshold_uncertainty_score":0.6261069},"labels":[],"label_agreement":null},{"id":"W2749806135","doi":"10.2196/mhealth.7834","title":"Opportunities of mHealth in Preconception Care: Preferences and Experiences of Patients and Health Care Providers and Other Involved Professionals","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Health care; Medicine; Health professionals; Nursing; Family medicine; Psychology; Psychological intervention","score_opus":0.20889652859735483,"score_gpt":0.48863175535698905,"score_spread":0.27973522675963425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749806135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725002,0.0162745,0.000004717033,0.0037998112,0.00029291416,0.0063328613,0.00020851303,0.000035193367,0.0005512794],"genre_scores_gemma":[0.9782679,0.014256355,0.0004812533,0.0029920682,0.00009247449,0.0037613306,0.000070915725,0.00003303366,0.000044654844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99528944,0.0007299121,0.001843199,0.0007443939,0.00038011215,0.0010129499],"domain_scores_gemma":[0.9955225,0.00029959762,0.0021334372,0.0005181234,0.000334833,0.0011914953],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014850225,0.00034310055,0.0010223258,0.000322739,0.0021973748,0.000024544483,0.00021774332,0.0003399932,0.000025893058],"category_scores_gemma":[0.00013873713,0.0002951245,0.000028476705,0.00012345695,0.00078380515,0.0003818463,0.00021545852,0.0006061752,6.992415e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028921707,0.00013532843,0.64037913,0.029640535,0.000005727309,2.2468218e-7,0.20174827,1.3279521e-7,9.712554e-7,0.002073532,0.00045309917,0.12527384],"study_design_scores_gemma":[0.002569745,0.0009675647,0.72712696,0.0011834657,0.000016415283,7.5438015e-7,0.26469597,0.00002748479,0.000004894352,0.00025574848,0.0029572228,0.00019374111],"about_ca_topic_score_codex":0.007307734,"about_ca_topic_score_gemma":0.007779082,"teacher_disagreement_score":0.1250801,"about_ca_system_score_codex":0.00019867904,"about_ca_system_score_gemma":0.0035846632,"threshold_uncertainty_score":0.9999501},"labels":[],"label_agreement":null},{"id":"W2750558025","doi":"10.2196/mhealth.7229","title":"Developing and Evaluating JIApp: Acceptability and Usability of a Smartphone App System to Improve Self-Management in Young People With Juvenile Idiopathic Arthritis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Versus Arthritis; University College London; National Institute for Health and Care Research","keywords":"Psychosocial; Usability; mHealth; Self-management; Medicine; Telemedicine; Health care; Psychology; Nursing; Applied psychology; Psychological intervention; Psychiatry; Computer science","score_opus":0.03480648830845208,"score_gpt":0.3738721307928899,"score_spread":0.3390656424844378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750558025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934333,0.001902485,0.00009512965,0.0013412139,0.00005268694,0.002474372,0.0000072766775,0.00004332735,0.0006501839],"genre_scores_gemma":[0.995803,0.0010962731,0.002643917,0.00007710725,0.00003046611,0.000308068,0.0000032979917,0.0000177423,0.000020147163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975833,0.00017581898,0.00078330224,0.0005482656,0.00038274413,0.0005265481],"domain_scores_gemma":[0.9985401,0.00005487599,0.00033424498,0.00056780194,0.00013919658,0.00036377663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033244537,0.00018897007,0.0008132816,0.00014588561,0.0005175356,0.00005562033,0.000102282895,0.000093481096,0.0000051057327],"category_scores_gemma":[0.00017101126,0.00016029824,0.00002284027,0.00016931718,0.00013353344,0.00018240654,0.00022463675,0.00029444302,0.0000014775691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007885537,0.00013665753,0.787405,0.024938634,0.000024710838,0.000008805917,0.006043873,7.9774344e-7,0.000060593284,0.000424967,0.000009659393,0.18015772],"study_design_scores_gemma":[0.00369524,0.0010038369,0.98870414,0.00092000666,0.000030504332,0.000041441082,0.0043456224,0.0009849378,0.000033010936,0.000047010835,0.00005428653,0.00013997863],"about_ca_topic_score_codex":0.0021789244,"about_ca_topic_score_gemma":0.0030449345,"teacher_disagreement_score":0.2012991,"about_ca_system_score_codex":0.00029239745,"about_ca_system_score_gemma":0.00077075686,"threshold_uncertainty_score":0.6536772},"labels":[],"label_agreement":null},{"id":"W2751358454","doi":"10.2196/mhealth.7014","title":"Consent Processes for Mobile App Mediated Research: Systematic Review","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Variety (cybernetics); Mobile apps; Android (operating system); App store; Internet privacy; mHealth; World Wide Web; Computer science; Data science; Medicine; Psychological intervention; Nursing","score_opus":0.7907542603454717,"score_gpt":0.7041057923477511,"score_spread":0.08664846799772064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751358454","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.092972316,0.52465147,0.000114793795,0.30826604,0.00063074386,0.06382954,0.00030276724,0.0003618667,0.0088705],"genre_scores_gemma":[0.42392752,0.55575067,0.00054226007,0.009004638,0.0003575468,0.0061197984,0.000054552664,0.000055045133,0.004187978],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959879,0.00039919495,0.0010279366,0.0005537849,0.0011237266,0.00090746244],"domain_scores_gemma":[0.9647596,0.02949357,0.0005554294,0.0014887385,0.0022546279,0.0014480302],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.020019658,0.00016376808,0.0010682773,0.00013055855,0.001225053,0.00008391673,0.0004028631,0.0002899828,0.000026816444],"category_scores_gemma":[0.15337823,0.00011613909,0.00007261482,0.000199051,0.0006809444,0.0000789671,0.00016333569,0.0015385802,0.00006270975],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019640016,0.00017933056,0.00075792626,0.9895179,0.000019950874,0.0000104550445,0.00017053683,1.0115099e-8,0.0000038139929,0.0018126385,0.0070621604,0.00026883837],"study_design_scores_gemma":[0.005947882,0.0074007586,0.009745109,0.94270843,0.00062716735,0.00016701201,0.0009975337,0.00010888199,0.000039249007,0.020526022,0.011258339,0.00047359604],"about_ca_topic_score_codex":0.000145728,"about_ca_topic_score_gemma":0.0005339462,"teacher_disagreement_score":0.3309552,"about_ca_system_score_codex":0.00015247965,"about_ca_system_score_gemma":0.007673645,"threshold_uncertainty_score":0.9979519},"labels":[],"label_agreement":null},{"id":"W2753314775","doi":"10.2196/mhealth.7244","title":"Mobile Phone Interventions for Sleep Disorders and Sleep Quality: Systematic Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mobile phone; Sleep (system call); Medicine; Intervention (counseling); Randomized controlled trial; Psychiatry; Computer science","score_opus":0.18050687229920265,"score_gpt":0.5235493707278364,"score_spread":0.3430424984286337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753314775","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005525287,0.9811087,0.00017523037,0.0003554243,0.0012856623,0.01532315,0.00027025942,0.00011351203,0.001362508],"genre_scores_gemma":[0.000032661563,0.9849738,0.00006522699,0.00071262725,0.00014912392,0.011882249,0.00036055056,0.00012211634,0.0017016839],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99393815,0.0011957871,0.0026385766,0.0010374624,0.0002350072,0.00095502584],"domain_scores_gemma":[0.9946095,0.0006499256,0.0026627297,0.0013255158,0.00007654832,0.0006757947],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002504744,0.0007310092,0.005024612,0.0003546764,0.0008129375,0.000081804246,0.00046711642,0.0007706933,0.00012787191],"category_scores_gemma":[0.00026382232,0.0005539483,0.0010366834,0.00024020314,0.00023827614,0.00009732851,0.0001090134,0.0008276057,0.00014913995],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010694448,0.00017963754,0.0000018664732,0.57467294,0.00046967107,0.0000010301004,0.00028266074,1.0959546e-8,3.199208e-10,0.00068583386,0.002480515,0.42121515],"study_design_scores_gemma":[0.001089464,0.00045162856,0.000010515122,0.42194116,0.009465295,0.000051968815,0.00028595078,0.000003086289,5.039434e-10,0.00023183334,0.56598413,0.0004849542],"about_ca_topic_score_codex":0.00023903875,"about_ca_topic_score_gemma":0.00014721148,"teacher_disagreement_score":0.5635036,"about_ca_system_score_codex":0.00011264399,"about_ca_system_score_gemma":0.00023113174,"threshold_uncertainty_score":0.9996912},"labels":[],"label_agreement":null},{"id":"W2754080575","doi":"10.2196/mhealth.7943","title":"Mobile Augmented Reality as a Feature for Self-Oriented, Blended Learning in Medicine: Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Feature (linguistics); Augmented reality; Computer science; Mobile device; Blended learning; Multimedia; Medicine; Artificial intelligence; Human–computer interaction; Psychology; World Wide Web; Educational technology; Pathology; Mathematics education","score_opus":0.033472805014377875,"score_gpt":0.39569716129307936,"score_spread":0.3622243562787015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754080575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2143139,0.0043183304,0.43211496,0.2155547,0.0035411324,0.11259976,0.00006256834,0.0019331349,0.015561514],"genre_scores_gemma":[0.96653956,0.0028294583,0.006598501,0.0018524418,0.0006056425,0.019527983,0.000079337326,0.00003680527,0.0019302758],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961838,0.0008403809,0.0010343173,0.00078056875,0.00043560425,0.0007252917],"domain_scores_gemma":[0.99588865,0.0010528782,0.0013174058,0.0010417337,0.00017724998,0.0005220819],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0056837,0.00029506016,0.0016999793,0.00021608901,0.0013490985,0.0001294941,0.00071583624,0.00022310596,0.000006891965],"category_scores_gemma":[0.0010825972,0.00022233494,0.00017824565,0.00022354904,0.00023258232,0.0003095782,0.0001745198,0.0005795181,0.000005199997],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.80360353,0.0009834621,0.00017889506,0.0010213262,0.00016450914,0.000008321888,0.0071302787,0.00005203213,0.000017024831,0.1581788,0.008066872,0.02059496],"study_design_scores_gemma":[0.93820435,0.00095501356,0.0004529484,0.00009267605,0.00009125287,0.000009513623,0.00020288322,0.040035352,0.000004284977,0.0046839477,0.015070608,0.00019719703],"about_ca_topic_score_codex":0.0008428684,"about_ca_topic_score_gemma":0.00015599557,"teacher_disagreement_score":0.75222564,"about_ca_system_score_codex":0.00021828814,"about_ca_system_score_gemma":0.0010384119,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W2754600319","doi":"10.2196/mhealth.8296","title":"Improvements in Patient Acceptance by Hospitals Following the Introduction of a Smartphone App for the Emergency Medical Service System: A Population-Based Before-and-After Observational Study in Osaka City, Japan","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical emergency; Emergency medical services; Phone; Population; Observational study; Medicine; Emergency department; Service (business); Emergency medicine; Nursing; Business","score_opus":0.040331888532572975,"score_gpt":0.3762859529625186,"score_spread":0.33595406442994563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754600319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701119,0.001494193,0.000023374047,0.024948768,0.00060916215,0.0027557444,0.00003756109,0.000010521093,0.0000087653325],"genre_scores_gemma":[0.99739456,0.00025904592,0.00003357866,0.00095516554,0.00022772001,0.0010548007,0.000049386093,0.000011610075,0.00001415917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998167,0.00007920579,0.000728142,0.00030513745,0.0004324382,0.00028807702],"domain_scores_gemma":[0.99901354,0.00007863821,0.00034024072,0.0003323201,0.00012268194,0.00011259741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109137,0.00014709625,0.00036343644,0.00005856125,0.00046946792,0.000010648064,0.00012683443,0.00006738156,0.000013013149],"category_scores_gemma":[0.0002524727,0.00008921489,0.00004992256,0.00016769649,0.000037861144,0.00010464666,0.000068010675,0.0001928363,2.0231586e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029015102,0.00023022035,0.9858128,0.0012990377,0.000034328692,0.0000011126715,0.003130929,0.000001278913,0.0000043074374,0.0000542126,0.00077736896,0.008364286],"study_design_scores_gemma":[0.001915866,0.00059913716,0.99263805,0.00015263054,0.00006548049,8.806513e-7,0.0034716772,0.00093009707,0.000002331701,0.000045567336,0.00011073925,0.000067561006],"about_ca_topic_score_codex":0.0050370195,"about_ca_topic_score_gemma":0.015022854,"teacher_disagreement_score":0.027282624,"about_ca_system_score_codex":0.00010052132,"about_ca_system_score_gemma":0.0001600202,"threshold_uncertainty_score":0.83831054},"labels":[],"label_agreement":null},{"id":"W2754646412","doi":"10.2196/mhealth.8242","title":"Development of a Whole Slide Imaging System on Smartphones and Evaluation With Frozen Section Samples","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Section (typography); Computer science; Computer graphics (images); Operating system","score_opus":0.05416233338344271,"score_gpt":0.3390256461763567,"score_spread":0.284863312792914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754646412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99596924,0.00027956493,0.0016371842,0.00020566225,0.00007470903,0.00055074116,0.00001129489,0.000090165675,0.0011814514],"genre_scores_gemma":[0.9932444,0.000036241814,0.0064303214,0.000017634913,0.000048355723,0.00019518679,0.000010896008,0.000013554577,0.0000033727717],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991974,0.000023221797,0.00022781103,0.00017443912,0.0001813696,0.00019574857],"domain_scores_gemma":[0.9994034,0.000036150053,0.000113512346,0.00023069751,0.00006177363,0.00015444648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003965884,0.00010450285,0.0001570065,0.000089849746,0.00042226294,0.00004515918,0.00006024396,0.00003616714,0.000002279256],"category_scores_gemma":[0.000009266887,0.000089976835,0.000009389964,0.00006486183,0.000052549556,0.00010700306,0.000013648524,0.0001032799,0.0000023050766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026042075,0.00016684484,0.1193452,0.010881648,0.00008276764,0.0000017388254,0.008349764,0.00068094104,0.0024465683,0.006893878,0.0005036918,0.85038656],"study_design_scores_gemma":[0.0007313513,0.000085527936,0.9766541,0.0003187644,0.000039228857,0.000007819149,0.00088601257,0.019471183,0.00030226767,0.00010249359,0.0012488895,0.00015235608],"about_ca_topic_score_codex":0.00008975393,"about_ca_topic_score_gemma":0.00022141017,"teacher_disagreement_score":0.8573089,"about_ca_system_score_codex":0.00008778116,"about_ca_system_score_gemma":0.000106049185,"threshold_uncertainty_score":0.3669149},"labels":[],"label_agreement":null},{"id":"W2755360770","doi":"10.2196/mhealth.7703","title":"A Smartphone App for Improvement of Colonoscopy Preparation (ColoprAPP): Development and Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartphone app; Colonoscopy; Computer science; Mobile apps; Smartphone application; Multimedia; Medicine; Human–computer interaction; World Wide Web; Colorectal cancer; Internal medicine","score_opus":0.10212233060740568,"score_gpt":0.4432009809465807,"score_spread":0.34107865033917506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755360770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504495,0.0002531064,0.0003145939,0.00046214822,0.00014113485,0.0036272903,0.0000074161408,0.000031467716,0.00011790171],"genre_scores_gemma":[0.99750656,0.00005798402,0.0016125606,0.00013014326,0.00007110275,0.00050661876,0.0000074271957,0.000008292629,0.00009933872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893284,0.00002426056,0.0003591153,0.00031975817,0.00014835391,0.00021566146],"domain_scores_gemma":[0.9990302,0.000040066363,0.00031596856,0.00027271116,0.00010599144,0.00023511738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074424274,0.00010742324,0.00031377497,0.00005730266,0.00052011496,0.000023105593,0.00003825506,0.000060932376,0.0000024624028],"category_scores_gemma":[0.00007278652,0.00009372732,0.000021192442,0.000040023624,0.00005966903,0.000063801715,0.00003902356,0.0000922186,3.5887152e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14293756,0.0028236823,0.47976574,0.00861532,0.00012686198,0.0000031658622,0.014316276,8.834098e-7,0.0013706232,0.00007401811,0.0008652817,0.3491006],"study_design_scores_gemma":[0.0047739516,0.036232147,0.9548461,0.00005640939,0.00006199744,0.0000049305436,0.0005499664,0.00018047991,0.0023344276,0.000047331298,0.0008282521,0.00008402209],"about_ca_topic_score_codex":0.00044572854,"about_ca_topic_score_gemma":0.0011776062,"teacher_disagreement_score":0.47508034,"about_ca_system_score_codex":0.00014502277,"about_ca_system_score_gemma":0.0005134172,"threshold_uncertainty_score":0.40003565},"labels":[],"label_agreement":null},{"id":"W2755851388","doi":"10.2196/mhealth.8228","title":"Effectiveness of SmartMoms, a Novel eHealth Intervention for Management of Gestational Weight Gain: Randomized Controlled Pilot Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Office of Research on Women's Health; National Institute of Child Health and Human Development; National Institute of General Medical Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; National Center for Complementary and Integrative Health; Office of Behavioral and Social Sciences Research; Louisiana Clinical and Translational Science Center","keywords":"Medicine; Randomized controlled trial; Overweight; mHealth; Weight gain; Physical therapy; eHealth; Intervention (counseling); Body mass index; Psychological intervention; Health care; Internal medicine; Body weight; Nursing","score_opus":0.059765051920091045,"score_gpt":0.42151935593324746,"score_spread":0.36175430401315645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755851388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9484956,0.0011037585,0.018409848,0.0031060881,0.00046078974,0.026631093,0.00014575201,0.000023953648,0.001623082],"genre_scores_gemma":[0.99185497,0.0013430746,0.003106551,0.00010566297,0.00008663402,0.0028100426,0.00018803508,0.000017422251,0.0004875982],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974385,0.00037338474,0.0009858628,0.00030336552,0.00050160097,0.00039729747],"domain_scores_gemma":[0.99686575,0.001160303,0.0009768682,0.00031251472,0.00035987882,0.0003246838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005848943,0.0001664246,0.0014127679,0.0002194429,0.00024443067,0.00002129157,0.00012036437,0.000051156385,0.000020954523],"category_scores_gemma":[0.0004924171,0.00012652525,0.0002707854,0.00006271481,0.00022313942,0.000091975366,0.000059061364,0.00012073964,0.000001230153],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8908177,0.0014594153,0.00032115538,0.042390652,0.00042253663,0.0000015556836,0.00006282843,0.000004519621,0.00006708938,0.057812516,0.00018511846,0.0064548994],"study_design_scores_gemma":[0.8649521,0.004302557,0.1251337,0.00115246,0.00037395878,0.0000011209684,0.000062104904,0.0013125185,0.000046502653,0.002435816,0.00014771095,0.00007947885],"about_ca_topic_score_codex":0.00020078788,"about_ca_topic_score_gemma":0.000009235697,"teacher_disagreement_score":0.124812536,"about_ca_system_score_codex":0.00009876271,"about_ca_system_score_gemma":0.00030705254,"threshold_uncertainty_score":0.515955},"labels":[],"label_agreement":null},{"id":"W2756902271","doi":"10.2196/mhealth.7136","title":"A User-Centered Approach: Understanding Client and Caregiver Needs and Preferences in the Development of mHealth Apps for Self-Management","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion","keywords":"mHealth; Self-management; Mobile apps; Rehabilitation; Health management system; Psychology; Internet privacy; Computer science; Applied psychology; Multimedia; Medicine; Nursing; World Wide Web; Psychological intervention; Physical therapy; Alternative medicine","score_opus":0.21760992211331262,"score_gpt":0.4538628932264483,"score_spread":0.23625297111313567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756902271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96192604,0.0024199737,0.004273672,0.007325872,0.0003580024,0.01666416,0.000101201826,0.0000886967,0.00684236],"genre_scores_gemma":[0.97457063,0.0077071036,0.007950015,0.0017096549,0.00010738201,0.0077837002,0.000048014717,0.00003119598,0.00009231923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99581,0.00044785195,0.0014533335,0.00065028726,0.00035718657,0.0012813752],"domain_scores_gemma":[0.9967034,0.00057532155,0.0011451086,0.00069069315,0.000094415154,0.0007910456],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035338176,0.0003213281,0.0006727108,0.00036018476,0.0045771208,0.000049684542,0.00039312418,0.00025067214,0.0000049941787],"category_scores_gemma":[0.000051447638,0.00024268564,0.000035107583,0.00021902686,0.00022392573,0.00017490472,0.00022542858,0.0006120616,0.0000024721808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013350497,0.0010855302,0.23297495,0.089017205,0.000084575906,0.0000017835133,0.17171225,0.0000021344472,0.000002342841,0.3653749,0.006836945,0.13157234],"study_design_scores_gemma":[0.009936992,0.00054597476,0.74078095,0.0011782515,0.0001503635,0.000009405157,0.12455641,0.00084454584,0.0000011115108,0.006400407,0.11509341,0.0005021803],"about_ca_topic_score_codex":0.00039617735,"about_ca_topic_score_gemma":0.0015347332,"teacher_disagreement_score":0.507806,"about_ca_system_score_codex":0.00039928601,"about_ca_system_score_gemma":0.0012646968,"threshold_uncertainty_score":0.99671876},"labels":[],"label_agreement":null},{"id":"W2759220136","doi":"10.2196/mhealth.8732","title":"Tablet-Based Patient-Centered Decision Support for Minor Head Injury in the Emergency Department: Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Emergency department; Concussion; Context (archaeology); Medicine; Medical emergency; Head injury; Clinical decision support system; Traumatic brain injury; Clinical decision making; Minor (academic); Decision support system; Poison control; Injury prevention; Intensive care medicine; Computer science; Surgery; Nursing; Artificial intelligence; Psychiatry","score_opus":0.20818050911993732,"score_gpt":0.4802305773854381,"score_spread":0.2720500682655008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759220136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98619366,0.00016873785,0.00008858604,0.005443699,0.00036201926,0.0071385475,0.00014391115,0.000029419209,0.0004314374],"genre_scores_gemma":[0.99589354,0.000085294276,0.0007632722,0.0016826304,0.00014090732,0.001208458,0.00007765107,0.000033483,0.00011474393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685633,0.0002356159,0.00084453897,0.00051477435,0.0006689513,0.0008797772],"domain_scores_gemma":[0.9976555,0.00025283502,0.00032813792,0.0011235934,0.00012636094,0.00051358767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002004233,0.00023380852,0.0004891657,0.00021681946,0.0008445259,0.0000645806,0.0003491635,0.000066316665,0.00012631525],"category_scores_gemma":[0.00037437826,0.00016010215,0.00005713149,0.00015391255,0.00008948616,0.00012239018,0.000069704074,0.00036007614,0.00002009497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016274475,0.0091698775,0.6808315,0.0029554004,0.000032170978,0.0000485354,0.0025808937,3.8614792e-7,0.00003905373,0.0001415042,0.03128808,0.25663814],"study_design_scores_gemma":[0.008051209,0.031195987,0.952799,0.00011918532,0.00005202981,0.000012230871,0.00071352744,0.00022620344,0.000013369905,0.00015831555,0.006516499,0.00014242118],"about_ca_topic_score_codex":0.00048409007,"about_ca_topic_score_gemma":0.0011173239,"teacher_disagreement_score":0.27196753,"about_ca_system_score_codex":0.00014434672,"about_ca_system_score_gemma":0.0006916502,"threshold_uncertainty_score":0.6528776},"labels":[],"label_agreement":null},{"id":"W2760184550","doi":"10.2196/mhealth.8290","title":"Atrial Fibrillation Screening in Nonmetropolitan Areas Using a Telehealth Surveillance System With an Embedded Cloud-Computing Algorithm: Prospective Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University Hospital","keywords":"Telehealth; Algorithm; Medicine; Cloud computing; Atrial fibrillation; Telemedicine; Prospective cohort study; Medical emergency; Emergency medicine; Computer science; Internal medicine; Health care","score_opus":0.11164725476948328,"score_gpt":0.41891500261838677,"score_spread":0.3072677478489035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760184550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901174,0.00024188223,0.00440235,0.0005211451,0.00036364773,0.003961594,0.000011699943,0.00015446875,0.00022581345],"genre_scores_gemma":[0.98774326,0.000039370894,0.008132514,0.000059398808,0.003906712,0.0000040663767,0.000025248026,0.00005191171,0.000037511443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677694,0.00035875785,0.00082120806,0.000734377,0.00054672395,0.00076202],"domain_scores_gemma":[0.99761844,0.00013541958,0.000896657,0.00063659606,0.0001553629,0.0005575436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017882517,0.0003324329,0.0009350589,0.0003516002,0.0012790611,0.00016300118,0.0001279432,0.00007920156,0.0000036726249],"category_scores_gemma":[0.00010896642,0.0002795406,0.00006486548,0.0003227321,0.00009599463,0.00035887948,0.000088572306,0.00030944438,0.0000021931703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003221001,0.000038911476,0.97654885,0.0007402187,0.00004902778,0.000031309737,0.0009877709,0.00022278777,0.0000015551651,0.00034945205,0.000004269982,0.017804816],"study_design_scores_gemma":[0.008215347,0.0056733117,0.9191931,0.00027047275,0.00008090564,0.000047711223,0.004180476,0.062050156,7.4305217e-7,0.000019395417,0.00003030794,0.00023807911],"about_ca_topic_score_codex":0.006083981,"about_ca_topic_score_gemma":0.0011433844,"teacher_disagreement_score":0.061827365,"about_ca_system_score_codex":0.000556357,"about_ca_system_score_gemma":0.00042932364,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W2760311958","doi":"10.2196/mhealth.8534","title":"Social Communication Coaching Smartglasses: Well Tolerated in a Diverse Sample of Children and Adults With Autism","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tolerability; Autism; Coaching; Autism spectrum disorder; Psychology; Session (web analytics); Usability; Clinical psychology; Medicine; Psychiatry; Psychotherapist; Adverse effect; Computer science; Human–computer interaction; Internal medicine","score_opus":0.05828480292806214,"score_gpt":0.38183834037617204,"score_spread":0.3235535374481099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760311958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98993707,0.00012978206,0.000023087548,0.008589056,0.000014264426,0.00071629445,0.000052302643,0.00002610632,0.00051202107],"genre_scores_gemma":[0.9984403,0.0010541845,0.00016769493,0.00025486448,0.000012032245,0.000026449809,0.000014241762,0.000014604757,0.000015582998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983905,0.00029860367,0.00026561634,0.000359959,0.0002500769,0.0004352423],"domain_scores_gemma":[0.99890584,0.00018560505,0.00031950558,0.0003932909,0.00001019497,0.00018557794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041712992,0.00012661374,0.00026115833,0.00012615592,0.0011800122,0.00008479887,0.00030919278,0.0000743664,0.000010305314],"category_scores_gemma":[0.00011488716,0.00011341442,0.000013087931,0.00013835827,0.00039689953,0.00028027355,0.00021677456,0.0003931402,0.0000023643968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016821164,0.0005770176,0.8964332,0.0010350675,0.000007849405,0.000009759255,0.017648814,0.0000036886354,0.00016985212,0.0573519,0.0001917445,0.024889005],"study_design_scores_gemma":[0.0023286236,0.00027505762,0.99457777,0.000094133524,0.0000053071467,0.000009786492,0.00022748826,0.00087144616,0.00007946212,0.0013750991,0.000047741683,0.00010810618],"about_ca_topic_score_codex":0.013179066,"about_ca_topic_score_gemma":0.004485983,"teacher_disagreement_score":0.09814456,"about_ca_system_score_codex":0.000052846055,"about_ca_system_score_gemma":0.00023191689,"threshold_uncertainty_score":0.9933923},"labels":[],"label_agreement":null},{"id":"W2760885352","doi":"10.2196/mhealth.7371","title":"Attention Deficit Hyperactivity Disorder: Is There an App for That? Suitability Assessment of Apps for Children and Young People With ADHD","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attention deficit hyperactivity disorder; Psychology; Attention deficit; Clinical psychology; Mobile apps; Psychiatry; Developmental psychology; World Wide Web; Computer science","score_opus":0.059961420426759275,"score_gpt":0.4078490348648537,"score_spread":0.3478876144380944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760885352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98742163,0.00035087529,0.00391093,0.0036886125,0.000082177045,0.0040380834,0.0003613446,0.00004717852,0.00009918178],"genre_scores_gemma":[0.9962787,0.000377287,0.0022026047,0.00010342012,0.00008423916,0.0005967659,0.0002010466,0.000046373625,0.000109545355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981453,0.00008229163,0.00035930175,0.00063822436,0.00029597303,0.00047891404],"domain_scores_gemma":[0.99798787,0.00015358314,0.00060211174,0.00069407903,0.00021148073,0.00035089412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007935427,0.00025539668,0.00066887186,0.00008325597,0.0008870494,0.00006810576,0.00010258178,0.00014682223,0.000019092578],"category_scores_gemma":[0.00007750582,0.00020761733,0.000093468996,0.000060118757,0.00014661074,0.00047052672,0.000047143847,0.00023721383,4.6516303e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006554533,0.0009403705,0.978913,0.0022404103,0.00004681348,1.8557965e-7,0.00034581954,7.993336e-7,0.00004356152,0.0002930425,0.000045026078,0.016475499],"study_design_scores_gemma":[0.0049347375,0.0019084782,0.9889974,0.00009557272,0.00024515795,0.00003647267,0.0022283262,0.0011679123,0.0000031912525,0.00012111932,0.0000731278,0.00018850042],"about_ca_topic_score_codex":0.0019128568,"about_ca_topic_score_gemma":0.0022710925,"teacher_disagreement_score":0.016286999,"about_ca_system_score_codex":0.00007724373,"about_ca_system_score_gemma":0.00036502202,"threshold_uncertainty_score":0.8466389},"labels":[],"label_agreement":null},{"id":"W2761035310","doi":"10.2196/mhealth.5090","title":"Mobile Phone-Based Measures of Activity, Step Count, and Gait Speed: Results From a Study of Older Ambulatory Adults in a Naturalistic Setting","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Ambulatory; Medicine; Psychological intervention; Physical medicine and rehabilitation; Gait; Physical therapy; Mobile phone; Naturalistic observation; Geriatrics; Gerontology; Psychology; Computer science; Nursing; Psychiatry","score_opus":0.08902883371848085,"score_gpt":0.44604157377397335,"score_spread":0.3570127400554925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761035310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98693615,0.0015682934,0.000023757833,0.00092321995,0.00035625047,0.009018848,0.0007444775,0.00005629697,0.00037271707],"genre_scores_gemma":[0.995248,0.0011630806,0.0003339668,0.0008254025,0.00020413627,0.0020629962,0.00006164851,0.000047903046,0.000052859647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994248,0.000983604,0.0020974774,0.000928128,0.0006184929,0.0011243318],"domain_scores_gemma":[0.99305165,0.00145481,0.0028288602,0.001317314,0.00037376562,0.0009736249],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029088217,0.00037263747,0.0011453155,0.00035259136,0.001728683,0.000019078156,0.00036373618,0.00040771076,0.000022067457],"category_scores_gemma":[0.0005946567,0.00034564035,0.00004994905,0.00024725127,0.00025072473,0.00019705511,0.0001869413,0.0012737191,0.000006498446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010062112,0.0034149406,0.81888217,0.020492528,0.000042324387,0.000013212102,0.03298645,0.000027805543,0.00015414237,0.00030249337,0.0032055676,0.11041624],"study_design_scores_gemma":[0.014805802,0.000982677,0.9737091,0.0014491137,0.000054589444,0.0000011137469,0.0051343567,0.0018699745,0.000013806178,0.00009510567,0.0016477095,0.00023664052],"about_ca_topic_score_codex":0.055691175,"about_ca_topic_score_gemma":0.020081786,"teacher_disagreement_score":0.15482692,"about_ca_system_score_codex":0.00026079355,"about_ca_system_score_gemma":0.0023273134,"threshold_uncertainty_score":0.99989957},"labels":[],"label_agreement":null},{"id":"W2761126871","doi":"10.2196/mhealth.7792","title":"Using Mobile Phones to Improve Vaccination Uptake in 21 Low- and Middle-Income Countries: Systematic Review","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; British Heart Foundation","keywords":"Low and middle income countries; Mobile phone; mHealth; Vaccination; Internet privacy; Environmental health; Business; Medicine; Developing country; Socioeconomics; Economic growth; Computer science; Psychological intervention; Telecommunications; Economics; Nursing; Virology","score_opus":0.05928102308626105,"score_gpt":0.40941793706725343,"score_spread":0.3501369139809924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761126871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585467,0.031838294,0.000024366476,0.0048154537,0.00033502557,0.003871745,0.000009140745,0.000033935823,0.0005253444],"genre_scores_gemma":[0.9519355,0.045070432,0.00014468575,0.0021491644,0.00019473689,0.0002264459,0.0000016032035,0.000013455858,0.0002639208],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.998135,0.00019223361,0.00060012087,0.00032031702,0.00026145368,0.0004909047],"domain_scores_gemma":[0.9985845,0.00010359222,0.000446598,0.000349109,0.000115291696,0.00040089383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019396157,0.00014642002,0.00058418454,0.00010789948,0.0012784794,0.00017642514,0.0001961981,0.00009326441,0.00004222377],"category_scores_gemma":[0.00038181237,0.00013107268,0.000029745832,0.00014574967,0.000016725922,0.00042447413,0.000055511126,0.00013663866,0.000021555748],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006336222,0.000080171325,0.032825425,0.94379026,0.000010551536,0.000015287738,0.016946087,0.0000010974659,0.0000037321552,0.0028620411,0.0001566825,0.0032453327],"study_design_scores_gemma":[0.0033150944,0.0008650556,0.66169095,0.31861985,0.00035852738,0.000024882951,0.007921783,0.0004928727,0.000012163782,0.0017578937,0.00377895,0.0011620022],"about_ca_topic_score_codex":0.0023780058,"about_ca_topic_score_gemma":0.0039281463,"teacher_disagreement_score":0.6288655,"about_ca_system_score_codex":0.00024321693,"about_ca_system_score_gemma":0.0004820798,"threshold_uncertainty_score":0.9833159},"labels":[],"label_agreement":null},{"id":"W2761241676","doi":"10.2196/mhealth.8143","title":"Willingness to Use Mobile Phone Apps for HIV Prevention Among Men Who Have Sex with Men in London: Web-Based Survey","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Population; Condom; mHealth; Medicine; Phone; Psychology; Reproductive health; Human immunodeficiency virus (HIV); Psychological intervention; Family medicine; Environmental health; Psychiatry","score_opus":0.06375401222053244,"score_gpt":0.4127698383362667,"score_spread":0.34901582611573423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761241676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879876,0.00017445469,0.0020949643,0.0023410523,0.000016501284,0.004590045,0.00025924173,0.00004157785,0.002494596],"genre_scores_gemma":[0.9469414,0.0002702109,0.00048262675,0.00022277236,0.00009105577,0.0015099169,0.0003091081,0.000043297474,0.050129607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761575,0.0002512714,0.0005009659,0.00050529407,0.0003489053,0.0007777923],"domain_scores_gemma":[0.997737,0.00018073313,0.00024546293,0.0006097155,0.00022190026,0.0010052252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001796398,0.00020924321,0.00054671156,0.00024325075,0.00051544904,0.000121604135,0.00016776065,0.0001192879,0.00006167049],"category_scores_gemma":[0.0002691099,0.00017017519,0.000067173474,0.00015513315,0.0001361805,0.00029238084,0.00004794854,0.00031636833,0.000014527297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030045037,0.00061463745,0.85263264,0.002332516,0.000029054803,0.000012864098,0.0005075345,0.000012832791,0.0000378798,0.000022154862,0.11666632,0.02412705],"study_design_scores_gemma":[0.008362026,0.0066189743,0.94266474,0.0009408658,0.00003305442,0.0000050143426,0.00025884667,0.032193206,0.00012231588,0.000018433864,0.008595046,0.00018748261],"about_ca_topic_score_codex":0.006524255,"about_ca_topic_score_gemma":0.012574825,"teacher_disagreement_score":0.10807127,"about_ca_system_score_codex":0.00019820327,"about_ca_system_score_gemma":0.0008028739,"threshold_uncertainty_score":0.98627657},"labels":[],"label_agreement":null},{"id":"W2761330331","doi":"10.2196/mhealth.8474","title":"A Mobile Phone-Based Life Skills Training Program for Substance Use Prevention Among Adolescents: Pre-Post Study on the Acceptance and Potential Effectiveness of the Program, Ready4life","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Life skills; Psychology; Medical education; Applied psychology; Curriculum; Social cognitive theory; Social skills; Mobile phone; Phone; Computer science; Social psychology; Developmental psychology; Medicine; Pedagogy","score_opus":0.07373728088942362,"score_gpt":0.4515705340125814,"score_spread":0.3778332531231578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761330331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97783124,0.00016999987,0.000103711354,0.00033771392,0.00086416275,0.020372061,0.000164264,0.00008719953,0.00006964792],"genre_scores_gemma":[0.9882091,0.000010954073,0.00014338529,0.0002674826,0.00008805793,0.011081956,0.000019268029,0.000044730634,0.0001350319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682915,0.0008569154,0.00070972944,0.00061280077,0.00031335643,0.00067805935],"domain_scores_gemma":[0.9972646,0.00031735346,0.0009999223,0.0009047506,0.00015650199,0.00035682519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016030557,0.00027556997,0.00043987556,0.00007362772,0.0011448804,0.00020089699,0.0004192314,0.00012838231,0.000006164733],"category_scores_gemma":[0.00021342306,0.00018460663,0.00015058281,0.00014287626,0.00045467017,0.00030176976,0.00006540471,0.00035500905,0.0000021419303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076694144,0.024143199,0.59589463,0.008880155,0.00014775064,0.0000050030376,0.009111741,0.00000885333,0.000016270997,0.0012088876,0.0002980302,0.35261607],"study_design_scores_gemma":[0.0037191766,0.008865564,0.9837084,0.0017819586,0.000064918495,0.0000032004048,0.0013103308,0.00008135337,0.000026920048,0.00018645967,0.000103017745,0.0001487427],"about_ca_topic_score_codex":0.00032746332,"about_ca_topic_score_gemma":0.0004465568,"teacher_disagreement_score":0.38781375,"about_ca_system_score_codex":0.00009828964,"about_ca_system_score_gemma":0.00023206195,"threshold_uncertainty_score":0.88056105},"labels":[],"label_agreement":null},{"id":"W2761766543","doi":"10.2196/mhealth.7058","title":"Impact of a Telehealth Program With Voice Recognition Technology in Patients With Chronic Heart Failure: Feasibility Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science, ICT and Future Planning","keywords":"Telehealth; Heart failure; Telemedicine; Medicine; mHealth; Physical therapy; Psychology; Physical medicine and rehabilitation; Psychological intervention; Computer science; Health care; Nursing; Internal medicine","score_opus":0.04179913355923779,"score_gpt":0.3960406512983262,"score_spread":0.3542415177390884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761766543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98471844,0.000079975005,0.0000031695838,0.006136385,0.000021453887,0.00887969,0.00001583299,0.000092646005,0.00005240935],"genre_scores_gemma":[0.9971321,0.000039391914,0.0021606593,0.00007575709,0.000040636893,0.00046025479,0.00004830486,0.000026074318,0.000016821436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793035,0.00009702415,0.00044876686,0.00053384015,0.00032816353,0.0006618366],"domain_scores_gemma":[0.99824536,0.000023286726,0.00036769977,0.000771473,0.00018446786,0.0004077001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004685735,0.0002623657,0.0006923181,0.00033768217,0.00029535507,0.000026566222,0.00009126313,0.00011521533,0.000015652646],"category_scores_gemma":[0.00003652179,0.00016673314,0.0000411337,0.00031897885,0.00020004781,0.00017000565,0.000048672726,0.00035598676,0.000006759844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023681421,0.0054801255,0.94186974,0.0010220043,0.000057757832,0.0000090300755,0.0002224623,2.9364878e-7,9.893498e-7,0.00000574223,0.0002194464,0.0487443],"study_design_scores_gemma":[0.013618841,0.050965726,0.9343782,0.00027975664,0.00011015135,0.000008545192,0.00017240923,0.000010123262,0.0000024324693,0.000026938213,0.00029966485,0.00012719033],"about_ca_topic_score_codex":0.0022873715,"about_ca_topic_score_gemma":0.0054963906,"teacher_disagreement_score":0.048617106,"about_ca_system_score_codex":0.0006163584,"about_ca_system_score_gemma":0.0010676939,"threshold_uncertainty_score":0.679918},"labels":[],"label_agreement":null},{"id":"W2761866725","doi":"10.2196/mhealth.8201","title":"Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"mHealth; Robustness (evolution); Computer science; Artificial intelligence; Mobile phone; Physical medicine and rehabilitation; Human–computer interaction; Computer vision; Machine learning; Medicine; Psychological intervention; Telecommunications","score_opus":0.027793444360514407,"score_gpt":0.34151145117798604,"score_spread":0.31371800681747164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761866725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8962726,0.00037399883,0.10142554,0.00014542809,0.00013766448,0.0013976821,0.000026924039,0.000102997124,0.0001171686],"genre_scores_gemma":[0.98907393,0.00063536223,0.009297348,0.00002248946,0.00007947941,0.0007669377,0.000024656156,0.000034346387,0.00006542522],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990177,0.000029170227,0.00031001953,0.00022244069,0.00010497946,0.00031564906],"domain_scores_gemma":[0.9993077,0.00010644132,0.00016359946,0.00020640522,0.000067086825,0.00014879533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029465763,0.00014045903,0.00021180669,0.00019379595,0.00072833826,0.0000837912,0.00009504418,0.00007145668,0.0000019216966],"category_scores_gemma":[0.000015685722,0.00012745408,0.000025110809,0.00016234661,0.00007329181,0.00014775217,0.000017155542,0.00022124987,0.0000010428024],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073796815,0.00018282382,0.06347746,0.0024734149,0.000020619982,6.593937e-7,0.0017389703,0.8865338,0.00015442092,0.00048490745,0.000011898103,0.04484723],"study_design_scores_gemma":[0.0015409705,0.0007735448,0.09983902,0.00019394819,0.00005097086,0.000006382298,0.0005395307,0.8924105,0.000120231554,0.0004802837,0.0036360591,0.0004085425],"about_ca_topic_score_codex":0.00032651337,"about_ca_topic_score_gemma":0.0035039075,"teacher_disagreement_score":0.09280136,"about_ca_system_score_codex":0.00010249421,"about_ca_system_score_gemma":0.00008338794,"threshold_uncertainty_score":0.56018627},"labels":[],"label_agreement":null},{"id":"W2762189095","doi":"10.2196/mhealth.6640","title":"A Call to Digital Health Practitioners: New Guidelines Can Help Improve the Quality of Digital Health Evidence","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Checklist; mHealth; Psychological intervention; Digital health; Context (archaeology); Quality (philosophy); Medical education; Health care; Medicine; Psychology; Nursing; Political science","score_opus":0.2880479224751262,"score_gpt":0.5694764098231972,"score_spread":0.2814284873480711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762189095","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06654881,0.007518203,0.0032934335,0.8982424,0.0017960077,0.017882701,0.0025781302,0.00033175648,0.0018085332],"genre_scores_gemma":[0.8852832,0.0126257045,0.0022448304,0.08821233,0.0025796853,0.004453331,0.00026337232,0.0001337322,0.0042038183],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889401,0.00092604227,0.0047701057,0.0013568456,0.0011354176,0.0028714836],"domain_scores_gemma":[0.98253286,0.001990771,0.005914091,0.0028685578,0.0010044457,0.0056892917],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0069047334,0.0006267673,0.001644178,0.00028258853,0.007853462,0.000258021,0.0011883011,0.00034999452,0.000054968485],"category_scores_gemma":[0.005660818,0.0004823176,0.00018983445,0.0004897071,0.00039323358,0.0010786181,0.00057571253,0.0016642546,0.00015434175],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009307344,0.00034544058,0.054759048,0.012385203,0.000034057983,0.0000015010819,0.007410031,0.0000047491176,0.0000132387695,0.015189163,0.35572958,0.55319726],"study_design_scores_gemma":[0.004042871,0.0027523024,0.26814002,0.0031693121,0.000039573595,0.000022791108,0.006587551,0.000121853576,0.0000035824592,0.004742221,0.70954275,0.00083517196],"about_ca_topic_score_codex":0.04784468,"about_ca_topic_score_gemma":0.012324749,"teacher_disagreement_score":0.8187344,"about_ca_system_score_codex":0.0010848595,"about_ca_system_score_gemma":0.024072142,"threshold_uncertainty_score":0.99976283},"labels":[],"label_agreement":null},{"id":"W2762314548","doi":"10.2196/mhealth.6683","title":"Desire to Be Underweight: Exploratory Study on a Weight Loss App Community and User Perceptions of the Impact on Disordered Eating Behaviors","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Underweight; Weight loss; mHealth; Overweight; Disordered eating; Psychology; Exploratory research; Body mass index; Gerontology; Medicine; Eating disorders; Clinical psychology; Obesity; Psychological intervention; Psychiatry; Sociology","score_opus":0.15257427971901036,"score_gpt":0.49991281770473683,"score_spread":0.34733853798572645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762314548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801732,0.00009381332,0.00003235823,0.00839974,0.00032194264,0.009598571,0.00027159345,0.000096059324,0.0010127742],"genre_scores_gemma":[0.98779875,0.00050936313,0.00010821376,0.0052908026,0.00019374823,0.0058105243,0.000024787094,0.00006648918,0.00019729795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99417424,0.002280976,0.0012238033,0.0005987613,0.00048101292,0.001241184],"domain_scores_gemma":[0.9938709,0.00090762676,0.0010910525,0.0022501256,0.00020828887,0.0016720203],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021808941,0.0004416053,0.0007653098,0.00024146929,0.013461866,0.000036899557,0.00064686453,0.00030072962,0.00006354473],"category_scores_gemma":[0.00027189194,0.00029984646,0.00009636059,0.00029058938,0.00031903197,0.00017113557,0.00038889737,0.0022273085,0.000033817247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006358147,0.0019892943,0.9489641,0.0017348444,0.000018688464,0.0000012696122,0.025177447,0.000005992332,0.000013319419,0.005274725,0.0043657226,0.011818786],"study_design_scores_gemma":[0.0020048958,0.0019040513,0.969692,0.00042299135,0.000047019927,0.000002071046,0.023491833,0.00002400139,0.0000018035147,0.0005187945,0.0016808488,0.00020967609],"about_ca_topic_score_codex":0.0039330646,"about_ca_topic_score_gemma":0.0035822876,"teacher_disagreement_score":0.020727918,"about_ca_system_score_codex":0.0004308492,"about_ca_system_score_gemma":0.0015726169,"threshold_uncertainty_score":0.99994534},"labels":[],"label_agreement":null},{"id":"W2762700279","doi":"10.2196/mhealth.8036","title":"Mobile Apps for Suicide Prevention: Review of Virtual Stores and Literature","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Mobile apps; Suicide prevention; Internet privacy; Mobile device; mHealth; Psychology; Poison control; Injury prevention; Medicine; Computer security; Medical emergency; Computer science; Psychiatry; World Wide Web; Psychological intervention","score_opus":0.08151307603331333,"score_gpt":0.4568901896650904,"score_spread":0.37537711363177706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762700279","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45807353,0.5344856,0.000047162852,0.0022051227,0.00053130055,0.0020034676,0.00013672415,0.000034961016,0.0024821367],"genre_scores_gemma":[0.77674836,0.21543185,0.00042373492,0.003000497,0.00037420655,0.00089593243,0.000054606226,0.000027815078,0.0030429673],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986932,0.000103182625,0.0004118425,0.00033185116,0.000111009,0.00034887367],"domain_scores_gemma":[0.99872357,0.00013167776,0.00040600763,0.00043048398,0.000108175715,0.00020007661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065882143,0.00015610215,0.0004787829,0.00005656073,0.000519678,0.000028640046,0.0001350035,0.00010522815,0.000054104246],"category_scores_gemma":[0.00007753494,0.00012686361,0.000066771056,0.000050660085,0.00013233542,0.0000986449,0.00005573585,0.00016111787,0.000004211767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018968038,0.00082216936,0.09837312,0.11387603,0.00032326742,0.000028970178,0.027290681,1.4074337e-7,0.00002463918,0.04678526,0.22219774,0.48838118],"study_design_scores_gemma":[0.007396586,0.009566587,0.7472458,0.008437303,0.0004721859,0.00013742836,0.004184848,0.000015228287,0.000024841862,0.006281456,0.21544135,0.00079640985],"about_ca_topic_score_codex":0.00010111888,"about_ca_topic_score_gemma":0.0000444125,"teacher_disagreement_score":0.6488727,"about_ca_system_score_codex":0.000015781758,"about_ca_system_score_gemma":0.00008427511,"threshold_uncertainty_score":0.51733476},"labels":[],"label_agreement":null},{"id":"W2762718367","doi":"10.2196/mhealth.6675","title":"Feasibility of Gamified Mobile Service Aimed at Physical Activation in Young Men: Population-Based Randomized Controlled Study (MOPO)","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Infotech Oulu; Juho Vainion Säätiö; Suomen Kulttuurirahasto","keywords":"Randomized controlled trial; Population; Physical therapy; Medicine; mHealth; Anthropometry; Intervention (counseling); Gerontology; Service (business); Psychology; Psychological intervention; Nursing; Environmental health","score_opus":0.07000310042701623,"score_gpt":0.4270488527220094,"score_spread":0.35704575229499314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762718367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864672,0.000030201845,0.00001910299,0.0029097854,0.00007284871,0.009872842,0.000012884533,0.00004092361,0.00057424576],"genre_scores_gemma":[0.9983713,0.000026283971,0.000039438968,0.00047174067,0.00016228642,0.00079833413,0.0000536636,0.000020075418,0.000056859637],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9970698,0.00056212087,0.00091809384,0.000495783,0.0004908025,0.00046340792],"domain_scores_gemma":[0.9967893,0.00092521665,0.0009955831,0.000673697,0.0001720837,0.00044411712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019685416,0.000251214,0.0026401319,0.00014577423,0.00049726624,0.000022327293,0.00011825361,0.00012009196,0.0000172795],"category_scores_gemma":[0.0004559016,0.00018987701,0.00017006809,0.0001678263,0.000108711494,0.00020056579,0.000052094874,0.00040580856,0.000003845454],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.51612645,0.012089664,0.4605428,0.0038775548,0.00007708751,0.0000029628052,0.0044645187,0.00003167859,0.00085009274,0.0003005766,0.000029862309,0.0016067523],"study_design_scores_gemma":[0.29979026,0.00088912924,0.68893284,0.00012528237,0.00012828957,7.9156445e-7,0.0002842865,0.009245804,0.00008644532,0.00040704344,0.0000017440062,0.00010810814],"about_ca_topic_score_codex":0.011743888,"about_ca_topic_score_gemma":0.0026623243,"teacher_disagreement_score":0.22839004,"about_ca_system_score_codex":0.00044075292,"about_ca_system_score_gemma":0.0005996863,"threshold_uncertainty_score":0.994837},"labels":[],"label_agreement":null},{"id":"W2763139519","doi":"10.2196/mhealth.7820","title":"Well-Being Tracking via Smartphone-Measured Activity and Sleep: Cohort Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Office of Naval Research; Defense Advanced Research Projects Agency; Directorate for Computer and Information Science and Engineering; U.S. Department of Homeland Security; VMware; Samsung; Thomas and Stacey Siebel Foundation; Advanced Research Projects Agency; National Science Foundation; Amazon Web Services; Cisco Systems; U.S. Department of Energy","keywords":"Sleep (system call); Cohort; Actigraphy; Tracking (education); Computer science; mHealth; Psychology; Medicine; Circadian rhythm; Psychological intervention; Neuroscience; Internal medicine; Psychiatry","score_opus":0.07155192488193644,"score_gpt":0.44193124070371187,"score_spread":0.3703793158217754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763139519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97792,0.00048489124,0.00008076585,0.0023438516,0.0018104641,0.0020609726,0.000019280205,0.000116060306,0.015163703],"genre_scores_gemma":[0.9979585,0.000039941504,0.000048966565,0.00053231337,0.00021834612,0.0003227867,0.0000069134276,0.000045328434,0.0008268944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970678,0.0003273659,0.0006053529,0.00078395905,0.00031986,0.00089565647],"domain_scores_gemma":[0.997536,0.00011368092,0.00056757743,0.00087040575,0.0000651442,0.0008471824],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015075868,0.00028990622,0.00053097017,0.00014993912,0.0017467708,0.00022357727,0.00025785723,0.00015449856,0.00009026762],"category_scores_gemma":[0.000053945154,0.00028959912,0.00006601195,0.00008836959,0.00019430985,0.0004737026,0.00014722144,0.0005109326,0.00011546591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039485062,0.0014804472,0.7194512,0.0006166544,0.0000684455,0.000033121054,0.0022706592,9.5993016e-8,0.0000063676976,0.0008235681,0.00046679148,0.2743878],"study_design_scores_gemma":[0.0017591061,0.0012758397,0.99464375,0.0000883441,0.00006668152,0.000056868364,0.000365121,0.000048945894,0.0000125955075,0.00084821146,0.0006176563,0.00021689985],"about_ca_topic_score_codex":0.003947061,"about_ca_topic_score_gemma":0.0016918549,"teacher_disagreement_score":0.27519256,"about_ca_system_score_codex":0.0001689437,"about_ca_system_score_gemma":0.00008792106,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W2763242352","doi":"10.2196/mhealth.7988","title":"Mobile Health Apps in OB-GYN-Embedded Psychiatric Care: Commentary","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; School of Medicine, Boston University","keywords":"Psychiatry; mHealth; Mobile apps; Health care; Medicine; Psychology; Internet privacy; Family medicine; World Wide Web; Computer science; Psychological intervention","score_opus":0.06619227506630151,"score_gpt":0.49039716823118307,"score_spread":0.4242048931648815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763242352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73938704,0.06411424,0.0003130014,0.1113858,0.0069907475,0.05222941,0.00086487643,0.0009734586,0.023741415],"genre_scores_gemma":[0.85960495,0.03921938,0.0022320938,0.06364709,0.0016244947,0.03271659,0.00033980963,0.00012934484,0.00048626304],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909087,0.0012068644,0.0026872668,0.0013288113,0.00056923955,0.0032991152],"domain_scores_gemma":[0.99175656,0.00042715686,0.002185566,0.0022809128,0.00020990582,0.0031399014],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002910863,0.0006074415,0.0013497627,0.00059132284,0.009237727,0.00006209768,0.00087167294,0.0005692342,0.0001845889],"category_scores_gemma":[0.00012406327,0.0005970531,0.00012073678,0.000484473,0.00029077876,0.00038100255,0.00036250547,0.0025553673,0.0002793475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006264662,0.00074856274,0.31553158,0.022922061,0.000015951404,0.000010439362,0.016479548,0.00000591614,0.000003026527,0.010159944,0.18863636,0.44486016],"study_design_scores_gemma":[0.006358991,0.0014605917,0.30146667,0.0005217504,0.00002975061,0.000009732691,0.009286299,0.00016716146,8.5326457e-7,0.0013926097,0.67877597,0.000529645],"about_ca_topic_score_codex":0.010732056,"about_ca_topic_score_gemma":0.008466255,"teacher_disagreement_score":0.49013957,"about_ca_system_score_codex":0.0014570713,"about_ca_system_score_gemma":0.0048538074,"threshold_uncertainty_score":0.9997458},"labels":[],"label_agreement":null},{"id":"W2763596342","doi":"10.2196/mhealth.7900","title":"User Participation and Engagement With the See Me Smoke-Free mHealth App: Prospective Feasibility Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"mHealth; Abstinence; Medicine; Smoking cessation; Repeated measures design; Baseline (sea); Psychological intervention; Psychology; Psychiatry","score_opus":0.14547263600080662,"score_gpt":0.442925942789236,"score_spread":0.2974533067884294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763596342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97993344,0.00013477552,0.00006856848,0.015447291,0.00021441869,0.0035685454,0.000016466623,0.00007379246,0.0005427212],"genre_scores_gemma":[0.99743307,0.00021806103,0.000092183735,0.0011889975,0.00038049012,0.0004384867,0.000019844101,0.000022596707,0.00020629792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979768,0.0002323067,0.00035639378,0.000489411,0.00046697893,0.00047815868],"domain_scores_gemma":[0.9979466,0.00010064262,0.00040854554,0.0009605575,0.00013289672,0.00045076094],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001854332,0.00020143266,0.00036740702,0.000058066882,0.0016410026,0.00011347501,0.0001352656,0.00011564025,0.000024764637],"category_scores_gemma":[0.00018582058,0.00012421249,0.000033032076,0.00008301435,0.00026507996,0.00018924626,0.000077748584,0.0004977734,0.0000013171102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014089889,0.00037050666,0.971664,0.00064389757,0.000020468375,0.00000414982,0.0026731254,3.494725e-7,0.0000048343045,0.0011336675,0.0012154451,0.008179644],"study_design_scores_gemma":[0.026910989,0.0023475643,0.9687799,0.000065628905,0.00024760157,0.0000079383435,0.00056917185,0.00003206449,0.000023606299,0.00027952634,0.0006228146,0.00011319635],"about_ca_topic_score_codex":0.0007497691,"about_ca_topic_score_gemma":0.00046327277,"teacher_disagreement_score":0.01749962,"about_ca_system_score_codex":0.00024101727,"about_ca_system_score_gemma":0.0004884926,"threshold_uncertainty_score":0.9996587},"labels":[],"label_agreement":null},{"id":"W2763997996","doi":"10.2196/mhealth.7941","title":"ADHD: Is There an App for That? A Suitability Assessment of Apps for the Parents of Children and Young People With ADHD","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care Yorkshire and Humber; Engineering and Physical Sciences Research Council; University of Sheffield; National Institute for Health and Care Research","keywords":"Attention deficit hyperactivity disorder; Psychological intervention; Psychology; Population; Psychiatry; Medicine","score_opus":0.09426073530916552,"score_gpt":0.43871579668399646,"score_spread":0.34445506137483095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763997996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99078965,0.0005105151,0.000997234,0.0037704387,0.00006127471,0.0034168027,0.00037185944,0.000014743063,0.00006749294],"genre_scores_gemma":[0.9979828,0.00034832934,0.000876838,0.00015643385,0.00007299881,0.000415128,0.000059798058,0.000023437891,0.000064246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987454,0.000050869097,0.00030648886,0.00033964353,0.00024470128,0.0003129174],"domain_scores_gemma":[0.9982728,0.00016983591,0.00053796964,0.0006338789,0.00016715728,0.00021836798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007117476,0.00015334364,0.00048579805,0.00004027135,0.00045669972,0.000024589579,0.00011749561,0.00007996661,0.00001544708],"category_scores_gemma":[0.00005909095,0.00009660945,0.000059518115,0.000043340453,0.00015905601,0.00015187883,0.00003882677,0.0001442662,1.2500496e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064580434,0.00050578517,0.983565,0.0023353382,0.000057030353,7.465015e-8,0.0024489537,5.3177575e-7,0.0000093745175,0.00016639465,0.00022057258,0.010045172],"study_design_scores_gemma":[0.0035944248,0.0016063988,0.98780906,0.00010184162,0.00019637817,0.000012757943,0.0056427466,0.0007340127,0.00001074141,0.00011607488,0.00009152585,0.000084017935],"about_ca_topic_score_codex":0.0017926326,"about_ca_topic_score_gemma":0.0010204643,"teacher_disagreement_score":0.009961153,"about_ca_system_score_codex":0.000033384847,"about_ca_system_score_gemma":0.00038157043,"threshold_uncertainty_score":0.39396194},"labels":[],"label_agreement":null},{"id":"W2765080021","doi":"10.2196/mhealth.8233","title":"Fitbit Charge HR Wireless Heart Rate Monitor: Validation Study Conducted Under Free-Living Conditions","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National University of Singapore","keywords":"Heart rate; Activity tracker; Intraclass correlation; Heart rate monitor; Medicine; Physical therapy; Physical activity; Statistics; Blood pressure; Internal medicine; Mathematics; Reproducibility","score_opus":0.06359058231542267,"score_gpt":0.3581095180405992,"score_spread":0.2945189357251765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765080021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957001,0.00022386767,0.00016742396,0.0005648932,0.0014461321,0.0010227438,0.00008544383,0.00036591856,0.00042346257],"genre_scores_gemma":[0.99855465,0.00015334283,0.00009558879,0.000121716665,0.00069216767,0.00018783234,0.000026001902,0.00007199759,0.00009668873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804544,0.0001546674,0.00045612385,0.00039583215,0.00025658298,0.00069137226],"domain_scores_gemma":[0.99824244,0.00017603346,0.00018045648,0.0008002957,0.000094664196,0.00050609483],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005682439,0.0002917018,0.00040150498,0.00015713471,0.0013306203,0.0002413624,0.0002983976,0.00013107013,0.000051032985],"category_scores_gemma":[0.000084292195,0.000309674,0.00004510732,0.00012501191,0.00008590796,0.0005826258,0.00010973925,0.00042475425,0.00006345818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011055218,0.0011602455,0.83266956,0.004572847,0.00029289795,0.00005161497,0.0076143187,0.00052185194,0.13128491,0.002486018,0.014822982,0.0044121947],"study_design_scores_gemma":[0.0015650685,0.00032526915,0.9903794,0.0002536996,0.00006276717,0.000012965672,0.0012652416,0.00053857756,0.0043594665,0.0005010313,0.00023410126,0.00050243415],"about_ca_topic_score_codex":0.0004381916,"about_ca_topic_score_gemma":0.000112256384,"teacher_disagreement_score":0.1577098,"about_ca_system_score_codex":0.00022442806,"about_ca_system_score_gemma":0.00011613,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W2765175453","doi":"10.2196/mhealth.7745","title":"Guidelines and mHealth to Improve Quality of Hypertension and Type 2 Diabetes Care for Vulnerable Populations in Lebanon: Longitudinal Cohort Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins University; Massachusetts Institute of Technology","keywords":"mHealth; Cohort; Type 2 diabetes; Medicine; Cohort study; Quality (philosophy); Diabetes mellitus; Longitudinal study; Gerontology; Environmental health; Demography; Psychiatry; Psychological intervention; Internal medicine; Endocrinology","score_opus":0.31189227847229856,"score_gpt":0.5453230592159906,"score_spread":0.233430780743692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765175453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97133404,0.0034331754,0.000044767792,0.009559444,0.0006924931,0.014349347,0.0003546309,0.000054322678,0.00017776122],"genre_scores_gemma":[0.9852664,0.002608093,0.0027240235,0.0025510306,0.0003631806,0.006219526,0.00009721866,0.000046912053,0.00012360395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99459314,0.0006471375,0.0021577647,0.00102354,0.00032386943,0.0012545254],"domain_scores_gemma":[0.99472225,0.0007433035,0.0011667045,0.0010238305,0.0009790309,0.0013649035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0048867604,0.0003382729,0.0012159148,0.00029546666,0.004437339,0.0000320175,0.00021887668,0.00029500294,0.000013602989],"category_scores_gemma":[0.001641008,0.00030655097,0.000038109298,0.00023680786,0.00013911224,0.00020366488,0.00022407247,0.0006929466,0.0000071151617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036761185,0.00017363107,0.95668435,0.0076341038,0.000007340295,4.5375813e-7,0.0012412575,0.0000017952273,0.00002422075,0.0017888977,0.0022808886,0.02979544],"study_design_scores_gemma":[0.003017483,0.0011247563,0.9840992,0.00028152054,0.000057015182,0.0000010787455,0.002939273,0.00023265886,0.000001939036,0.00070217793,0.007323798,0.00021906124],"about_ca_topic_score_codex":0.009321761,"about_ca_topic_score_gemma":0.019019136,"teacher_disagreement_score":0.029576378,"about_ca_system_score_codex":0.00022129925,"about_ca_system_score_gemma":0.0014002258,"threshold_uncertainty_score":0.99993867},"labels":[],"label_agreement":null},{"id":"W2765397767","doi":"10.2196/mhealth.8671","title":"Using Google Glass in Nonsurgical Medical Settings: Systematic Review","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Weinberg College of Arts and Sciences, Northwestern University; Feinberg School of Medicine; Agency for Healthcare Research and Quality; Northwestern University","keywords":"Wearable computer; Wearable technology; Psychological intervention; Health technology; Internet privacy; mHealth; Computer science; Multimedia; Medicine; Health care; Nursing","score_opus":0.1414707982052704,"score_gpt":0.5333498706712686,"score_spread":0.3918790724659982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765397767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3816202,0.20473789,0.0011202665,0.28341678,0.0046340264,0.090601735,0.00035708837,0.0010376784,0.03247432],"genre_scores_gemma":[0.6951102,0.17133577,0.001657789,0.105459124,0.0013750388,0.023814628,0.00009501679,0.00016566893,0.0009867448],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99158096,0.0016153761,0.0030204072,0.0008489346,0.00086793164,0.0020663957],"domain_scores_gemma":[0.9922076,0.0010835715,0.002051361,0.0016210137,0.0002120958,0.0028243645],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008528744,0.00039920476,0.001818556,0.0002276453,0.0042922334,0.00003456475,0.00073922204,0.00062631606,0.0003486099],"category_scores_gemma":[0.0028761297,0.00033286167,0.00009975336,0.00030594095,0.00024267955,0.00024835207,0.000308494,0.0020824452,0.0002596345],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007424531,0.00018733474,0.023572357,0.958286,0.000008684873,0.000029437335,0.00043185873,3.1352724e-7,8.060853e-7,0.0075522778,0.007240851,0.002615851],"study_design_scores_gemma":[0.010539995,0.00047971122,0.1567459,0.7271633,0.00058037724,0.0003182236,0.001756126,0.009021749,8.237902e-7,0.0020142295,0.0898689,0.0015106638],"about_ca_topic_score_codex":0.0017854725,"about_ca_topic_score_gemma":0.0012123969,"teacher_disagreement_score":0.31349003,"about_ca_system_score_codex":0.0005909179,"about_ca_system_score_gemma":0.0048419526,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W27655245","doi":"10.2196/mhealth.5960","title":"Fossil fuel related water-rock interaction in the Appalachian Basin, Pennsylvania and New York: A geochemical and strontium isotope investigation","year":2011,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Coal Properties and Utilization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Isotopes of strontium; Devonian; Aquifer; Oil shale; Geochemistry; Siderite; Groundwater; Natural gas; Strontium; Source rock; Coal; Coal mining; Fossil fuel; Structural basin; Chemistry; Pyrite; Paleontology; Geotechnical engineering","score_opus":0.0682349054554177,"score_gpt":0.2732017316696504,"score_spread":0.20496682621423268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W27655245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995224,0.0021130422,0.00022764604,0.001157838,0.00012812627,0.00040502174,0.0000021307428,0.00006787785,0.00067430746],"genre_scores_gemma":[0.9986633,0.0007985479,0.00011974487,0.00025022315,0.000059992235,0.000019815316,0.000020131845,0.000015542319,0.000052675423],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990693,0.00006405927,0.00029389426,0.00019663529,0.00008365438,0.0002924598],"domain_scores_gemma":[0.9996,0.000017603972,0.0000403533,0.00011358251,0.000013770986,0.00021466656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023849336,0.00013590643,0.0001537528,0.00007334285,0.000106570216,0.000042131385,0.000051133833,0.00010381788,0.000020034437],"category_scores_gemma":[0.00001012964,0.00009300855,0.0000115946605,0.000095628,0.000029290879,0.00018235357,0.000024917446,0.00028454768,0.0000032399437],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019955626,0.00048545335,0.25692922,0.016743222,0.00010962989,0.000025239746,0.44132563,0.00069970853,0.004594855,0.0063322424,0.027833978,0.24292529],"study_design_scores_gemma":[0.003260225,0.0008170118,0.77774704,0.00038873186,0.00008800255,0.00016576916,0.006642689,0.18606688,0.0005163916,0.005222495,0.01839686,0.0006879083],"about_ca_topic_score_codex":0.0012464123,"about_ca_topic_score_gemma":0.00049413857,"teacher_disagreement_score":0.5208178,"about_ca_system_score_codex":0.000044454006,"about_ca_system_score_gemma":0.000036503538,"threshold_uncertainty_score":0.37927786},"labels":[],"label_agreement":null},{"id":"W2765556623","doi":"10.2196/mhealth.8230","title":"Commercially Available Smartphone Apps to Support Postoperative Pain Self-Management: Scoping Review","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Western University; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"mHealth; Android (operating system); App store; Metadata; Pain management; Medicine; Social media; Health care; Internet privacy; Multimedia; World Wide Web; Computer science; Nursing; Psychological intervention; Physical therapy","score_opus":0.06184893370354978,"score_gpt":0.40536347862728883,"score_spread":0.34351454492373906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765556623","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09813036,0.08252601,0.0078511285,0.3014999,0.001303877,0.06789955,0.00011467621,0.004193388,0.43648112],"genre_scores_gemma":[0.20625387,0.42857677,0.042654064,0.3104803,0.0008779421,0.002143337,0.00018758442,0.00015340005,0.008672744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724233,0.00028011855,0.00067475863,0.00061347056,0.00041069565,0.0007785954],"domain_scores_gemma":[0.9974903,0.0000887664,0.0003760445,0.0010841172,0.00011825941,0.0008425405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042198347,0.0002854021,0.000768891,0.000229202,0.0008991261,0.00008804736,0.00031977874,0.00009474525,0.0002176794],"category_scores_gemma":[0.00024392756,0.00026867675,0.000065499764,0.00021642711,0.00006482135,0.00021056668,0.0002879817,0.00030691648,0.00025819856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021177402,0.00037799595,0.032382205,0.09710455,0.000064870124,0.00014771905,0.000491443,6.048192e-8,0.0000059762033,0.00056521763,0.74891555,0.119732626],"study_design_scores_gemma":[0.008429602,0.008427387,0.32828584,0.10742551,0.0015633842,0.00010693465,0.0003368753,0.00018167452,0.000035003326,0.0003145785,0.5430037,0.001889492],"about_ca_topic_score_codex":0.00017562025,"about_ca_topic_score_gemma":0.0000892259,"teacher_disagreement_score":0.42780837,"about_ca_system_score_codex":0.00020383883,"about_ca_system_score_gemma":0.00049674563,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W2765733711","doi":"10.2196/mhealth.7318","title":"Posttraumatic Stress Disorder and Mobile Health: App Investigation and Scoping Literature Review","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"mHealth; Usability; Mental health; Mobile apps; Posttraumatic stress; App store; Telemedicine; Psychology; Medicine; Internet privacy; Applied psychology; Clinical psychology; Psychiatry; Computer science; World Wide Web; Psychological intervention; Health care","score_opus":0.08633575226224889,"score_gpt":0.4725643931353866,"score_spread":0.38622864087313774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765733711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6027283,0.37373367,0.000014791303,0.01819059,0.0005756693,0.0036828145,0.00019462948,0.000082129685,0.0007973652],"genre_scores_gemma":[0.92537147,0.06358113,0.0003008897,0.008849845,0.0001265332,0.0010572626,0.00012925417,0.000039398616,0.00054424],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976905,0.00023953269,0.00075882225,0.00053799857,0.00016554267,0.00060759374],"domain_scores_gemma":[0.9977739,0.00008742924,0.00066112896,0.00053657766,0.000051746563,0.0008892553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071565626,0.00023853406,0.000507744,0.000109109766,0.0011111643,0.00022151775,0.00014502316,0.00011989364,0.000029163772],"category_scores_gemma":[0.000054599866,0.00021922658,0.00003611128,0.0001065114,0.00026127443,0.00042493473,0.000106447056,0.00035288793,0.00001668281],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095983574,0.00047790416,0.03506449,0.22051866,0.000030104606,0.000014185704,0.0072755287,1.5551348e-7,6.121468e-7,0.01246005,0.005134439,0.71892786],"study_design_scores_gemma":[0.0036366188,0.0065235654,0.7718806,0.201268,0.00009690459,0.00047656373,0.0014785597,0.00010283398,0.0000036155095,0.0048314473,0.008867563,0.00083371875],"about_ca_topic_score_codex":0.0006841478,"about_ca_topic_score_gemma":0.0004641714,"teacher_disagreement_score":0.7368161,"about_ca_system_score_codex":0.00006516433,"about_ca_system_score_gemma":0.00015587191,"threshold_uncertainty_score":0.8939801},"labels":[],"label_agreement":null},{"id":"W2765738368","doi":"10.2196/mhealth.7146","title":"Mobile Phone Use in Psychiatry Residents in the United States: Multisite Cross-Sectional Survey Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Mobile phone; mHealth; Mobile technology; Medicine; Psychiatry; Phone; Population; Family medicine; Mobile device; Psychology; Gerontology; Environmental health; Psychological intervention; Telecommunications; Computer science; World Wide Web","score_opus":0.17094293216100193,"score_gpt":0.5289216212273079,"score_spread":0.357978689066306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765738368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845153,0.0005006077,0.000018444256,0.0011748152,0.0013439176,0.011823436,0.0003368398,0.00007690526,0.00020970813],"genre_scores_gemma":[0.9729491,0.0035984232,0.00015164417,0.007979029,0.00035648636,0.013924466,0.0004926804,0.00005478096,0.00049338175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907076,0.003504998,0.0022769363,0.0009982659,0.00064875075,0.0018635002],"domain_scores_gemma":[0.99410737,0.0017093249,0.0012376877,0.0017126588,0.00030060188,0.0009323656],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009906715,0.00038741218,0.00065667677,0.0006591016,0.0043033813,0.00016711818,0.0008169164,0.00040983385,0.000068067005],"category_scores_gemma":[0.00064715446,0.00031197254,0.000048892587,0.00082662597,0.00022322498,0.00045887986,0.00021141619,0.002370748,0.00014126254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007340327,0.0010697043,0.98601717,0.001089892,0.000004966634,0.0000070789874,0.0048948145,0.000031030373,1.946655e-7,0.00032252862,0.004958824,0.0008697581],"study_design_scores_gemma":[0.0057681245,0.0004508822,0.98240685,0.00013558555,0.000006691644,0.000004243206,0.0031891363,0.00035051737,2.722581e-8,0.00037308564,0.007098853,0.00021601409],"about_ca_topic_score_codex":0.19430977,"about_ca_topic_score_gemma":0.26034284,"teacher_disagreement_score":0.066033065,"about_ca_system_score_codex":0.0004784475,"about_ca_system_score_gemma":0.0019079992,"threshold_uncertainty_score":0.99993324},"labels":[],"label_agreement":null},{"id":"W2766029560","doi":"10.2196/mhealth.8162","title":"Recruitment and Ongoing Engagement in a UK Smartphone Study Examining the Association Between Weather and Pain: Cohort Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"Interquartile range; Demography; Cluster (spacecraft); Epidemiology; Medicine; Population; Cohort; Cohort study; Gerontology; Psychology; Environmental health; Internal medicine","score_opus":0.24132151002691185,"score_gpt":0.4951553845414784,"score_spread":0.2538338745145665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766029560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629367,0.0007504201,0.000026259386,0.007659572,0.0002751521,0.02723698,0.000022092685,0.00006783736,0.0010249605],"genre_scores_gemma":[0.9691631,0.002510963,0.00010224073,0.0026721058,0.0004473966,0.024574624,0.000015445987,0.000041803934,0.00047231227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916665,0.004076706,0.0014563391,0.0009078762,0.0005382727,0.0013542807],"domain_scores_gemma":[0.99414015,0.0025507414,0.0013485716,0.0009700607,0.00009936568,0.0008911128],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.026045699,0.00033997511,0.0008052024,0.00020122653,0.0071563306,0.0000942355,0.00026477932,0.00023787502,0.000030747353],"category_scores_gemma":[0.00077481265,0.0002637302,0.000021132884,0.00019313554,0.00008991132,0.00015055144,0.00035039967,0.0015353115,0.000014844588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006897002,0.00030399716,0.908261,0.0005868998,0.00003317693,0.0000023902676,0.01581923,1.362092e-7,4.522286e-7,0.000107316184,0.000758488,0.07405797],"study_design_scores_gemma":[0.0036501342,0.0010610472,0.9652262,0.00016120997,0.00010454641,7.3343887e-7,0.019457458,0.00005887973,7.0132e-8,0.00014130097,0.009957635,0.00018080814],"about_ca_topic_score_codex":0.0075454423,"about_ca_topic_score_gemma":0.012155473,"teacher_disagreement_score":0.07387716,"about_ca_system_score_codex":0.0007210998,"about_ca_system_score_gemma":0.00078542985,"threshold_uncertainty_score":0.99998146},"labels":[],"label_agreement":null},{"id":"W2766293171","doi":"10.2196/mhealth.8137","title":"Designing a Self-Management App for Young People With Type 1 Diabetes: Methodological Challenges, Experiences, and Recommendations","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Region Hovedstaden; Steno Diabetes Center Copenhagen","keywords":"Self-management; mHealth; Type 2 diabetes; Psychology; Mobile apps; Gerontology; Computer science; Applied psychology; Medicine; Diabetes mellitus; Psychological intervention; World Wide Web; Psychiatry; Artificial intelligence","score_opus":0.22783380849645057,"score_gpt":0.4970455935469488,"score_spread":0.26921178505049825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766293171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7759609,0.02282003,0.018854715,0.108000346,0.0034517352,0.04756364,0.00021954435,0.0015436537,0.02158539],"genre_scores_gemma":[0.7314345,0.06317496,0.14140064,0.0044931117,0.00067492406,0.058093373,0.00012242467,0.00008911989,0.0005169202],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580806,0.0006851012,0.00087180757,0.0008871993,0.00023522173,0.0015125955],"domain_scores_gemma":[0.99551904,0.0011978649,0.0008867922,0.0008203046,0.00022574425,0.0013502456],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034501664,0.00032494537,0.0006839637,0.00016054614,0.007434816,0.00005332274,0.00031192225,0.00030094624,0.000051441915],"category_scores_gemma":[0.00024090683,0.0002613553,0.000034854464,0.00015971933,0.00015021981,0.00023902679,0.00017700046,0.00064913766,0.000016360476],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019752104,0.00096895534,0.12683237,0.045567397,0.00017614444,0.0000050126646,0.09836745,0.0000018236947,0.00001618337,0.12649953,0.046106834,0.55348307],"study_design_scores_gemma":[0.0077027893,0.002727877,0.442696,0.0010890465,0.0002822483,0.00002003029,0.05109854,0.0009028263,0.000005253803,0.0038966464,0.48867208,0.0009066451],"about_ca_topic_score_codex":0.00020231555,"about_ca_topic_score_gemma":0.0009834031,"teacher_disagreement_score":0.5525764,"about_ca_system_score_codex":0.0001866393,"about_ca_system_score_gemma":0.00073080615,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2766350186","doi":"10.2196/mhealth.7441","title":"A New Tool for Nutrition App Quality Evaluation (AQEL): Development, Validation, and Reliability Testing","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Food and Agriculture; University of Illinois at Urbana-Champaign; U.S. Department of Agriculture","keywords":"Reliability (semiconductor); Cronbach's alpha; Inter-rater reliability; Quality (philosophy); Construct validity; CLARITY; Computer science; mHealth; Psychological intervention; Reliability engineering; Psychology; Medicine; Psychometrics; Clinical psychology; Nursing; Engineering; Rating scale","score_opus":0.26036476078294285,"score_gpt":0.5509227978429871,"score_spread":0.2905580370600443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766350186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94932353,0.0010446237,0.009150426,0.014216107,0.0007683959,0.023425842,0.00012970234,0.00029567027,0.0016456842],"genre_scores_gemma":[0.8746797,0.001351669,0.080462195,0.003597056,0.0016561432,0.03689896,0.00043552782,0.00007368938,0.0008450747],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9947169,0.00074891764,0.0018763237,0.00094217213,0.00048551313,0.0012301662],"domain_scores_gemma":[0.9933206,0.0016032396,0.0017426771,0.0009800984,0.0009833534,0.0013700586],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00934121,0.00031100953,0.00060049404,0.00014807675,0.008930538,0.00007684449,0.00024445695,0.0003947287,0.00006546886],"category_scores_gemma":[0.003728078,0.0003063778,0.000041706026,0.00017347056,0.000118739656,0.00042939305,0.00012916658,0.0006329414,0.000032884414],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006544192,0.00028712282,0.22406733,0.023927234,0.000009527914,1.7645596e-7,0.0024228399,0.0000030687968,0.000044274868,0.009505259,0.020360202,0.7187185],"study_design_scores_gemma":[0.005825878,0.00021505004,0.8323999,0.00044360658,0.00006318918,0.0000031770458,0.00040657306,0.0009433551,0.000018827457,0.012051297,0.14729783,0.0003313072],"about_ca_topic_score_codex":0.001973673,"about_ca_topic_score_gemma":0.00037992108,"teacher_disagreement_score":0.71838725,"about_ca_system_score_codex":0.0005556946,"about_ca_system_score_gemma":0.0067575355,"threshold_uncertainty_score":0.99993885},"labels":[],"label_agreement":null},{"id":"W2766397352","doi":"10.2196/mhealth.8352","title":"Mobile Technology Use Across Age Groups in Patients Eligible for Cardiac Rehabilitation: Survey Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Mobile technology; Telemedicine; Mobile phone; Gerontology; Medical emergency; Family medicine; Health care; Mobile device; Internal medicine; Telecommunications","score_opus":0.06134752472200877,"score_gpt":0.4540133108063122,"score_spread":0.3926657860843034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766397352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870614,0.00042353905,0.0000046792006,0.0009146165,0.00082322524,0.010183325,0.00041789087,0.0000782277,0.000093093],"genre_scores_gemma":[0.9955437,0.0006210439,0.0004943933,0.0008400922,0.00017842268,0.0018827524,0.00023900036,0.00004705747,0.00015351015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964252,0.00028213023,0.00091721374,0.00075093115,0.00034707837,0.0012774157],"domain_scores_gemma":[0.996888,0.0004097381,0.00039054969,0.0010481013,0.0002584501,0.0010051843],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030290917,0.00028023974,0.0010524434,0.0002752121,0.0010854378,0.00007155813,0.00015299494,0.00027303406,0.0000026549592],"category_scores_gemma":[0.0007877683,0.00026249952,0.00010090476,0.00028610375,0.00020361661,0.0002471986,0.00012446412,0.00047798918,0.000008852298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001979176,0.0012386665,0.9660922,0.0022555417,0.000008908979,0.0000059867757,0.002841229,2.218351e-7,0.0000010451685,0.00004647147,0.0013668244,0.024163725],"study_design_scores_gemma":[0.008365608,0.010360941,0.9729537,0.000120705416,0.000027969794,0.0000030954702,0.0020686667,0.000007122734,0.0000019065578,0.00008586369,0.005828867,0.00017560169],"about_ca_topic_score_codex":0.0055006784,"about_ca_topic_score_gemma":0.003035443,"teacher_disagreement_score":0.023988122,"about_ca_system_score_codex":0.0005419217,"about_ca_system_score_gemma":0.0007329593,"threshold_uncertainty_score":0.9999827},"labels":[],"label_agreement":null},{"id":"W2767017043","doi":"10.2196/mhealth.7791","title":"Client-Focused Security Assessment of mHealth Apps and Recommended Practices to Prevent or Mitigate Transport Security Issues","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Confidentiality; Internet privacy; Android (operating system); Computer security; Health care; Computer science; Business","score_opus":0.1342557052029016,"score_gpt":0.542906739212538,"score_spread":0.40865103400963637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767017043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89802676,0.001869886,0.00009446415,0.08086102,0.0009302719,0.012868263,0.00062975974,0.00020920353,0.0045103766],"genre_scores_gemma":[0.95188075,0.028339015,0.0041185194,0.0075935945,0.00064949534,0.0065863742,0.000120936136,0.00008485126,0.0006264419],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914008,0.0014140483,0.0028026563,0.0014031044,0.0007451398,0.0022342924],"domain_scores_gemma":[0.988037,0.0009886139,0.004789036,0.0018191185,0.00045102547,0.0039151968],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052165254,0.0006033066,0.0015541844,0.0003451126,0.0053199385,0.000050557563,0.00066005415,0.00058638223,0.00026380704],"category_scores_gemma":[0.0006245318,0.00051658344,0.00010216347,0.00034251084,0.00027989215,0.0005051197,0.0003012518,0.0019076273,0.00003110022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00519219,0.0048326137,0.5878034,0.10261738,0.0001665068,0.00003416153,0.03791728,0.0000029847429,0.0000788496,0.06073402,0.05926765,0.14135294],"study_design_scores_gemma":[0.0044285804,0.001897951,0.6399913,0.0012581979,0.00017750269,0.000017437837,0.0031962658,0.00036547123,0.000022175544,0.0044425335,0.3436131,0.0005895065],"about_ca_topic_score_codex":0.0076792,"about_ca_topic_score_gemma":0.008978043,"teacher_disagreement_score":0.28434542,"about_ca_system_score_codex":0.00045077517,"about_ca_system_score_gemma":0.005254365,"threshold_uncertainty_score":0.99972856},"labels":[],"label_agreement":null},{"id":"W2767052591","doi":"10.2196/mhealth.8259","title":"Tackling Regional Public Health Issues Using Mobile Health Technology: Event Report of an mHealth Hackathon in Thailand","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"mHealth; Mentorship; Context (archaeology); Workflow; Medical education; Health care; Event (particle physics); Public relations; Telemedicine; Public health; Medicine; Knowledge management; Psychology; Nursing; Computer science; Political science; Psychological intervention","score_opus":0.07369899174170093,"score_gpt":0.39824400518760666,"score_spread":0.32454501344590575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767052591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695071,0.013851854,0.0010788096,0.013682337,0.0006752094,0.00086610223,0.000025369836,0.00027216514,0.000041037263],"genre_scores_gemma":[0.98596275,0.007339236,0.005717514,0.00036884367,0.000312303,0.0001271993,0.00008508728,0.00005509006,0.000032000546],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99684584,0.00009497947,0.0011447775,0.00050277065,0.0003465378,0.0010651121],"domain_scores_gemma":[0.9975077,0.000029005587,0.00059025217,0.0008225921,0.000069074136,0.0009813871],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022594947,0.0002820813,0.0007039536,0.000572165,0.00051812443,0.0000573501,0.0003105639,0.00024836577,0.000007810194],"category_scores_gemma":[0.00006373991,0.00027851254,0.000043697142,0.00035251383,0.0001830699,0.00034913523,0.000060630166,0.0005809582,0.000001853967],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010456733,0.0018070557,0.090035476,0.04239717,0.000078521094,0.00009177704,0.011053999,0.003602914,0.00029300645,0.0031991736,0.0064923977,0.8408439],"study_design_scores_gemma":[0.0040532635,0.0034119985,0.72162145,0.0034418157,0.000032357428,0.0014213161,0.0045706076,0.13958262,0.00010980405,0.002477932,0.11764098,0.0016358739],"about_ca_topic_score_codex":0.0018604686,"about_ca_topic_score_gemma":0.00046349913,"teacher_disagreement_score":0.83920807,"about_ca_system_score_codex":0.0005513215,"about_ca_system_score_gemma":0.0013762311,"threshold_uncertainty_score":0.9999667},"labels":[],"label_agreement":null},{"id":"W2767186809","doi":"10.2196/mhealth.8656","title":"iPhone Sensors in Tracking Outcome Variables of the 30-Second Chair Stand Test and Stair Climb Test to Evaluate Disability: Cross-Sectional Pilot Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health","keywords":"Accelerometer; Stopwatch; Test (biology); Computerized adaptive testing; Data collection; Activity tracker; Simulation; Computer science; Wearable computer; Embedded system; Statistics; Mathematics; Operating system; Psychometrics","score_opus":0.11313424281881827,"score_gpt":0.4254100568854468,"score_spread":0.3122758140666285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767186809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491143,0.0003034953,0.0000011313921,0.0012487555,0.0002784261,0.0027736682,0.00019934229,0.000026870328,0.0002568774],"genre_scores_gemma":[0.9987865,0.000079308746,0.000088837165,0.00028900872,0.00014508882,0.0001136947,0.0000065074546,0.00002688232,0.00046414664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976592,0.000117488045,0.00075798936,0.00053212594,0.00040867116,0.0005245395],"domain_scores_gemma":[0.9980736,0.00039574876,0.0003397856,0.0006166502,0.00011836409,0.00045588455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015857158,0.0002441863,0.0006003996,0.000084760235,0.00071579183,0.00008644997,0.00012066412,0.0000793218,0.00007195967],"category_scores_gemma":[0.00061259366,0.00017502219,0.000038557264,0.000118479395,0.00024851985,0.00014618877,0.00011970634,0.00031233655,0.000003912258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005423272,0.0018562806,0.9921534,0.0008584237,0.000009733168,0.000010318988,0.000907498,0.0000013431022,0.00032556747,0.000055064032,0.000013462945,0.0032665485],"study_design_scores_gemma":[0.007650878,0.013223339,0.97774553,0.00015910303,0.00004827146,0.00002924713,0.00062383636,0.000027570046,0.00009941687,0.00016574316,0.00009653415,0.00013052956],"about_ca_topic_score_codex":0.0004864266,"about_ca_topic_score_gemma":0.0027150088,"teacher_disagreement_score":0.014407901,"about_ca_system_score_codex":0.00021130254,"about_ca_system_score_gemma":0.00033761217,"threshold_uncertainty_score":0.7137197},"labels":[],"label_agreement":null},{"id":"W2767201666","doi":"10.2196/mhealth.7311","title":"Determinants for Sustained Use of an Activity Tracker: Observational Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; BitTorrent tracker; Physical activity; Observational study; Wearable computer; Applied psychology; Psychology; Computer science; Physical medicine and rehabilitation; Medicine; Artificial intelligence; Eye tracking","score_opus":0.3743376732975907,"score_gpt":0.5085520266395673,"score_spread":0.13421435334197662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767201666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950546,0.000013649379,0.0000452943,0.0024788158,0.000083932566,0.0021744163,0.000092928785,0.000027928454,0.000028436323],"genre_scores_gemma":[0.9982223,0.00004591692,0.00069045677,0.0005113436,0.00024857806,0.000113884416,0.000017984059,0.00001873576,0.00013079758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985095,0.00009199823,0.00034151113,0.0003535647,0.0002521308,0.00045126723],"domain_scores_gemma":[0.9979784,0.00023797031,0.0004504324,0.00054781005,0.000180986,0.00060444017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005352268,0.00015271793,0.0006295214,0.00006759566,0.0007639799,0.000038544153,0.00010207642,0.00009337844,0.0000044922317],"category_scores_gemma":[0.00026142012,0.00013058317,0.000053288124,0.000052227777,0.00011510559,0.0006421479,0.00003789445,0.00022692609,7.997838e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008790202,0.013990588,0.7773345,0.007024359,0.000037941216,0.000019104427,0.0022196684,7.867114e-7,0.0004460119,0.0014420287,0.00037215068,0.18832266],"study_design_scores_gemma":[0.003255754,0.0061712144,0.9876457,0.000054099437,0.000069377325,0.0000070546052,0.00020693702,0.0015587483,0.000120153774,0.000434564,0.0003775399,0.000098893506],"about_ca_topic_score_codex":0.0011077429,"about_ca_topic_score_gemma":0.00073127734,"teacher_disagreement_score":0.21031117,"about_ca_system_score_codex":0.000084452324,"about_ca_system_score_gemma":0.00088470214,"threshold_uncertainty_score":0.58759934},"labels":[],"label_agreement":null},{"id":"W2767416122","doi":"10.2196/mhealth.7927","title":"Electronic Brief Intervention and Text Messaging for Marijuana Use During Pregnancy: Initial Acceptability of Patients and Providers","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Helpfulness; Focus group; Psychological intervention; Medicine; Family medicine; mHealth; Likert scale; Intervention (counseling); Qualitative research; Brief intervention; Population; Prenatal care; Psychology; Nursing; Psychiatry; Social psychology","score_opus":0.03246801991687451,"score_gpt":0.36509299551005087,"score_spread":0.3326249755931764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767416122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954291,0.0019103899,0.000066447246,0.0004647333,0.00007608856,0.001939899,0.000030854415,0.000025125659,0.00005737276],"genre_scores_gemma":[0.998998,0.00048842264,0.00022343444,0.00007798551,0.000034304117,0.00010325069,0.000024959394,0.000019331135,0.00003032726],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860877,0.00007069419,0.000361768,0.00036642657,0.00014521647,0.00044713673],"domain_scores_gemma":[0.9988796,0.00010372421,0.00037479404,0.0002878366,0.00007894633,0.0002750655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030678522,0.00014821773,0.0003619314,0.00007029172,0.00034401484,0.000052209543,0.000058383932,0.000085187814,0.0000059025315],"category_scores_gemma":[0.00034444768,0.000135778,0.00004112743,0.00003533089,0.00015826683,0.0004844979,0.00008206992,0.0002015581,1.1966266e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014661992,0.00018792768,0.8053025,0.013326519,0.000025336994,0.000002145357,0.000736321,4.3316053e-8,0.000056533165,0.00021516041,0.000029657785,0.17865166],"study_design_scores_gemma":[0.005577373,0.001068592,0.99185395,0.0005194264,0.000060895996,0.000007138728,0.000052827876,0.000088662535,0.00035343607,0.00023801971,0.00008390688,0.00009578509],"about_ca_topic_score_codex":0.00033427597,"about_ca_topic_score_gemma":0.0004134781,"teacher_disagreement_score":0.18655144,"about_ca_system_score_codex":0.000114143404,"about_ca_system_score_gemma":0.00015683805,"threshold_uncertainty_score":0.5536866},"labels":[],"label_agreement":null},{"id":"W2767590162","doi":"10.2196/mhealth.8238","title":"Obstructive Sleep Apnea in Women: Study of Speech and Craniofacial Characteristics","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Obstructive sleep apnea; Craniofacial; Audiology; Sleep (system call); Sleep apnea; Medicine; Psychology; Physical therapy; Internal medicine; Computer science; Psychiatry","score_opus":0.046478368184616196,"score_gpt":0.3890413678920387,"score_spread":0.3425629997074225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767590162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693155,0.000077293604,0.000004883065,0.000898569,0.00018375974,0.001460292,0.000034621684,0.00001534534,0.00039370896],"genre_scores_gemma":[0.9992282,0.00011348099,0.00016514807,0.00014027028,0.0002184643,0.00007717044,0.000004275686,0.000023160817,0.000029844216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791205,0.00011947913,0.0005096138,0.00043391078,0.0004004483,0.0006245129],"domain_scores_gemma":[0.99832875,0.00007217467,0.00033534635,0.0005076559,0.00014577356,0.00061032485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006381623,0.00018667908,0.00066896406,0.00023828635,0.0003509642,0.000038577466,0.00013542247,0.00011600279,0.000028111868],"category_scores_gemma":[0.00026318766,0.00016926065,0.000020106167,0.00011986175,0.0003059261,0.00013840114,0.00015238259,0.00049978285,0.000003164727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014035917,0.0005088373,0.72686213,0.0011413362,0.000027053937,0.000067899746,0.008259395,2.88072e-8,0.00010638494,0.00012620601,0.0000042194692,0.2614929],"study_design_scores_gemma":[0.0050849197,0.0019808225,0.98664784,0.000035803983,0.000025329015,0.000037540685,0.005623922,0.00018260107,0.000017927254,0.00015944667,0.000095515636,0.000108326414],"about_ca_topic_score_codex":0.0005590533,"about_ca_topic_score_gemma":0.000107695865,"teacher_disagreement_score":0.26138458,"about_ca_system_score_codex":0.00020371271,"about_ca_system_score_gemma":0.00013209437,"threshold_uncertainty_score":0.6902249},"labels":[],"label_agreement":null},{"id":"W2767613996","doi":"10.2196/mhealth.8257","title":"Uses of Mobile Device Digital Photography of Dermatologic Conditions in Primary Care","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Teledermatology; Medicine; Specialty; Primary care; Telemedicine; Mobile phone; MEDLINE; Medical record; Family medicine; Dermatology; Health care; Surgery","score_opus":0.0419008026213828,"score_gpt":0.3925273073722557,"score_spread":0.3506265047508729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767613996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824794,0.0026234423,0.0000040363498,0.00064259523,0.00007532045,0.0007125316,0.0001336555,0.000025390063,0.01330366],"genre_scores_gemma":[0.99797916,0.00045753724,0.00021438107,0.0010923861,0.000028161368,0.00005679888,0.00013339349,0.000013173784,0.000024978744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876374,0.000021618918,0.00050796615,0.00020579873,0.00021319457,0.00028769983],"domain_scores_gemma":[0.998702,0.000090797956,0.00038767201,0.00042143383,0.00013588912,0.0002622229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012836636,0.00012535392,0.000559847,0.00022934488,0.000099143435,0.00001771405,0.00011742251,0.00006705877,0.000008010555],"category_scores_gemma":[0.0000946048,0.00010486689,0.000051667863,0.00013232723,0.000467669,0.00023583721,0.000051299576,0.00018185111,0.000001935787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013453036,0.0003266728,0.9753815,0.010963973,0.00001237293,0.00002753581,0.001221537,5.0166483e-7,0.00009818535,0.00011152555,0.00071518315,0.011006497],"study_design_scores_gemma":[0.002056748,0.000666097,0.99242264,0.0010054236,0.000044348693,0.000081923645,0.0016513527,0.000011107065,0.00023268833,0.00013324234,0.0016098098,0.000084647465],"about_ca_topic_score_codex":0.00021944383,"about_ca_topic_score_gemma":0.00002288171,"teacher_disagreement_score":0.017041126,"about_ca_system_score_codex":0.00004978365,"about_ca_system_score_gemma":0.00040871272,"threshold_uncertainty_score":0.42763478},"labels":[],"label_agreement":null},{"id":"W2767645081","doi":"10.2196/mhealth.7091","title":"Mobile Phone Multilevel and Multimedia Messaging Intervention for Breast Cancer Screening: Pilot Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Susan G. Komen","keywords":"Breast cancer; Mobile phone; Randomized controlled trial; Multimedia; Intervention (counseling); Text messaging; Breast cancer screening; Medicine; Computer science; Phone; Cancer; Mammography; World Wide Web; Telecommunications; Internal medicine; Nursing","score_opus":0.0974878263210654,"score_gpt":0.48997633245214317,"score_spread":0.3924885061310778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767645081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7496218,0.013198102,0.01436784,0.028285706,0.005567467,0.18467969,0.0017903993,0.00059185445,0.0018971545],"genre_scores_gemma":[0.7934449,0.0112907505,0.0026929753,0.002468292,0.0014526855,0.18653943,0.0000794359,0.0000799541,0.0019515902],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99310684,0.0012784613,0.0026007874,0.0009473285,0.00037249897,0.0016940703],"domain_scores_gemma":[0.99127585,0.0027804682,0.0029540216,0.00081124395,0.00038084717,0.0017975547],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0073084035,0.00049578724,0.0025642784,0.00027534057,0.006467407,0.0000810756,0.00033103465,0.0003720818,0.00021593068],"category_scores_gemma":[0.00084255333,0.00039589102,0.00027625685,0.00008895841,0.00043115707,0.00032336343,0.00018380844,0.0009792701,0.00001858272],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8141412,0.00040271415,0.001897246,0.0049683396,0.00007349327,6.544434e-7,0.0012601136,0.0000011783222,0.0000070205056,0.0022103821,0.0029739353,0.17206368],"study_design_scores_gemma":[0.9577723,0.000622007,0.020549634,0.0007086352,0.0002825214,0.000005240919,0.0005115579,0.008462714,0.0000010757474,0.00073165895,0.010038942,0.0003137101],"about_ca_topic_score_codex":0.004100841,"about_ca_topic_score_gemma":0.00065070554,"teacher_disagreement_score":0.17174996,"about_ca_system_score_codex":0.00022157416,"about_ca_system_score_gemma":0.0013493188,"threshold_uncertainty_score":0.9998493},"labels":[],"label_agreement":null},{"id":"W2768332543","doi":"10.2196/mhealth.7505","title":"Detecting Acute Otitis Media Symptom Episodes Using a Mobile App: Cohort Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cohort; Medicine; Mobile apps; Cohort study; mHealth; Computer science; Psychiatry; Internal medicine; Psychological intervention; World Wide Web","score_opus":0.058468156700920655,"score_gpt":0.40167093885012894,"score_spread":0.3432027821492083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768332543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99489987,0.0008382639,0.000037594444,0.0003479018,0.0011329519,0.0018573088,0.00002287942,0.00013459518,0.0007286642],"genre_scores_gemma":[0.99651355,0.0010744344,0.000591169,0.0006258893,0.00077001506,0.000152227,0.00001663886,0.000047086243,0.0002090147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975676,0.00014356834,0.0005378645,0.00055659644,0.00043260035,0.0007617606],"domain_scores_gemma":[0.99756455,0.00021847381,0.00041502333,0.0007468866,0.000103072045,0.0009519822],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012505165,0.00025742757,0.00074988336,0.00016420905,0.0013088611,0.000093725386,0.00014795703,0.00015278395,0.00007147481],"category_scores_gemma":[0.00027300694,0.00022877805,0.00007734932,0.00011461223,0.0001692045,0.00022135364,0.00010380815,0.00051152054,0.000026135911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013007672,0.00023586268,0.9681891,0.0004658107,0.00006589087,0.00020491701,0.0018104605,6.0844326e-7,0.000040029732,0.000021628262,0.00020616564,0.028629415],"study_design_scores_gemma":[0.0015771677,0.00067175966,0.9951126,0.00022620668,0.00031458895,0.0002539563,0.00082120957,0.00030440142,0.000047747864,0.000039688777,0.00043875034,0.00019193321],"about_ca_topic_score_codex":0.001277642,"about_ca_topic_score_gemma":0.0005414052,"teacher_disagreement_score":0.02843748,"about_ca_system_score_codex":0.00013032279,"about_ca_system_score_gemma":0.00047540694,"threshold_uncertainty_score":0.9999913},"labels":[],"label_agreement":null},{"id":"W2769002128","doi":"10.2196/mhealth.8532","title":"Diabetes Data Management System to Improve Glycemic Control in People With Type 1 Diabetes: Prospective Cohort Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glycemic; Medicine; Type 2 diabetes; Diabetes mellitus; Prospective cohort study; Cohort; Diabetes management; Cohort study; Gerontology; Internal medicine","score_opus":0.038023490381030554,"score_gpt":0.41515347555729154,"score_spread":0.377129985176261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769002128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95096177,0.0004138054,0.000085543834,0.003439492,0.0008764324,0.040461127,0.00031378886,0.00023233742,0.003215709],"genre_scores_gemma":[0.9594701,0.00039410894,0.00042837136,0.004051342,0.00042170164,0.034706064,0.000115187,0.00008491782,0.0003282027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99323905,0.0006165334,0.0014786519,0.0017290168,0.0005764827,0.002360248],"domain_scores_gemma":[0.9927793,0.00038996775,0.001058355,0.0036385006,0.00030133582,0.0018325254],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036224881,0.000480699,0.0012276497,0.00034963852,0.0036412033,0.00007246138,0.0011264642,0.00024435428,0.00003069042],"category_scores_gemma":[0.00015518443,0.00039998698,0.000025784017,0.00051369274,0.00010432896,0.00035294442,0.0006002054,0.0011244537,0.00021088678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001029958,0.0003980317,0.9796019,0.007101559,0.000049408605,0.0000055812397,0.0010508822,0.000002491124,0.0000020509688,0.0010432845,0.0024809672,0.0072338698],"study_design_scores_gemma":[0.007246129,0.0017755061,0.97791725,0.00060674356,0.00014322528,8.162378e-7,0.0034903665,0.001085944,2.4865966e-7,0.00004051447,0.0073669073,0.00032634067],"about_ca_topic_score_codex":0.0026610275,"about_ca_topic_score_gemma":0.008909072,"teacher_disagreement_score":0.00850834,"about_ca_system_score_codex":0.0010366021,"about_ca_system_score_gemma":0.0016279847,"threshold_uncertainty_score":0.9998452},"labels":[],"label_agreement":null},{"id":"W2769473743","doi":"10.2196/mhealth.8211","title":"User Acceptance of Wrist-Worn Activity Trackers Among Community-Dwelling Older Adults: Mixed Method Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"AGE-WELL","keywords":"Activity tracker; Logistic regression; Psychology; Wearable computer; Wearable technology; Population; Technology acceptance model; Gerontology; Applied psychology; Medicine; Physical therapy; Usability; Computer science; Physical activity; Environmental health; Human–computer interaction","score_opus":0.06249138724352064,"score_gpt":0.42763349879636603,"score_spread":0.36514211155284537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769473743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99407333,0.00018630477,0.00044582208,0.0021944067,0.00042284353,0.0017492472,0.000023748336,0.00019725201,0.00070702005],"genre_scores_gemma":[0.9971442,0.00040470503,0.0018579961,0.00015965069,0.00011104024,0.00010337013,0.0000025595348,0.000028552193,0.00018788682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99578196,0.0019104572,0.0005246701,0.00046911507,0.00047016185,0.00084366184],"domain_scores_gemma":[0.99662083,0.00053147704,0.0009853807,0.0012059112,0.00017779635,0.00047861977],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004349037,0.00025002207,0.0006283012,0.00016868608,0.004615142,0.00010384752,0.0010415575,0.00033644092,0.000025477952],"category_scores_gemma":[0.0005159829,0.0002481004,0.00007499061,0.00024600432,0.00094136165,0.0006125021,0.00019696842,0.0012283764,0.000005145393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003795267,0.0014077738,0.6530623,0.00075587083,0.00004275953,0.0000065897057,0.15586013,0.0000014642096,0.000007805525,0.00057212106,0.0005817616,0.18732193],"study_design_scores_gemma":[0.0015713951,0.00021747877,0.9340947,0.00016244964,0.000041393072,8.7401213e-7,0.062917486,0.000054602584,0.00004891997,0.00018592048,0.0005113083,0.00019343139],"about_ca_topic_score_codex":0.05073187,"about_ca_topic_score_gemma":0.09859312,"teacher_disagreement_score":0.28103247,"about_ca_system_score_codex":0.00016352681,"about_ca_system_score_gemma":0.00044975776,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W2770027474","doi":"10.2196/mhealth.8288","title":"Time Gain Needed for In-Ambulance Telemedicine: Cost-Utility Model","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Medical emergency; Computer science; Health care; Medicine","score_opus":0.06771922992309987,"score_gpt":0.40148407649937257,"score_spread":0.3337648465762727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770027474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93325204,0.0005363647,0.0022699737,0.044434708,0.00017530328,0.004648899,0.00009263017,0.00008536841,0.014504739],"genre_scores_gemma":[0.9829603,0.0003896106,0.0031089762,0.00993655,0.00030618484,0.00035853207,0.0000776197,0.000029491666,0.0028327357],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980922,0.000026180829,0.00047609484,0.00045897547,0.00024816382,0.00069843617],"domain_scores_gemma":[0.99827445,0.000080203936,0.00028108445,0.0007602037,0.00007209895,0.00053198537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093054207,0.0002014522,0.0005521403,0.00011644043,0.00032480582,0.000021612255,0.00018161272,0.00012112055,0.000035000317],"category_scores_gemma":[0.00025013587,0.000175367,0.000050120896,0.00006157409,0.00017901976,0.00009454822,0.00009234291,0.00029305666,0.000014572201],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038878927,0.00062732,0.07000866,0.008427649,0.00005795383,0.00004374346,0.0018957406,0.000028983068,0.00037744676,0.0006470074,0.8201211,0.09387647],"study_design_scores_gemma":[0.023461469,0.0014634557,0.37859386,0.00072918646,0.000264509,0.00006683019,0.0010367997,0.49863037,0.00022500784,0.00066499057,0.094256766,0.0006067664],"about_ca_topic_score_codex":0.00027898303,"about_ca_topic_score_gemma":0.000047936344,"teacher_disagreement_score":0.72586435,"about_ca_system_score_codex":0.00017488164,"about_ca_system_score_gemma":0.00037824217,"threshold_uncertainty_score":0.71512586},"labels":[],"label_agreement":null},{"id":"W2770842079","doi":"10.2196/mhealth.8781","title":"One Drop | Mobile on iPhone and Apple Watch: An Evaluation of HbA1c Improvement Associated With Tracking Self-Care","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glycated hemoglobin; Drop (telecommunication); Computer science; Glucose meter; Mobile apps; mHealth; Drop out; Mobile device; Medicine; Diabetes mellitus; World Wide Web; Nursing; Psychological intervention; Type 2 diabetes; Endocrinology","score_opus":0.10160708099773552,"score_gpt":0.4237667447739007,"score_spread":0.3221596637761652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770842079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949081,0.0004300489,0.0000044741314,0.0010055444,0.000050607774,0.0023881977,0.000018972087,0.000040013536,0.0011540274],"genre_scores_gemma":[0.99871266,0.0003464814,0.00011313094,0.00025061966,0.00009910647,0.00019042948,0.0001290457,0.000022531098,0.00013600757],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99802977,0.00010700395,0.00027033867,0.00034614984,0.000817901,0.00042885588],"domain_scores_gemma":[0.9985272,0.000039700222,0.00030969986,0.00041831977,0.00033121748,0.0003738217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016928739,0.00013605697,0.00035139776,0.00010202661,0.0004532229,0.000055774253,0.00008640228,0.00008548812,0.00002265676],"category_scores_gemma":[0.000056333767,0.00010649082,0.000020419728,0.0000856319,0.000094950134,0.00014204244,0.000049065897,0.00022419257,0.000001939183],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009132884,0.0021352938,0.12406786,0.006428811,0.0001911179,0.0000047171975,0.0061916728,0.000008776981,0.0006062419,0.00018651251,0.00041170305,0.858854],"study_design_scores_gemma":[0.009490687,0.012180362,0.96851397,0.0006616117,0.0004684264,6.3109843e-7,0.0020403543,0.005101517,0.000564537,0.00011543142,0.00066726765,0.00019523373],"about_ca_topic_score_codex":0.00014813803,"about_ca_topic_score_gemma":0.00014626978,"teacher_disagreement_score":0.8586588,"about_ca_system_score_codex":0.00018251734,"about_ca_system_score_gemma":0.00030948682,"threshold_uncertainty_score":0.43425694},"labels":[],"label_agreement":null},{"id":"W2771182325","doi":"10.2196/mhealth.8764","title":"How Do Infant Feeding Apps in China Measure Up? A Content Quality Assessment","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; App store; Mobile phone; Quality (philosophy); Android (operating system); Phone; Accountability; China; Information quality; Content analysis; Internet privacy; Mobile apps; Psychology; Medicine; Medical education; World Wide Web; Nursing; Computer science; Psychological intervention; Information system; Engineering; Geography","score_opus":0.25195491974969453,"score_gpt":0.526768691146591,"score_spread":0.27481377139689644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771182325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8801328,0.0024853472,0.0006310618,0.09105867,0.002190542,0.010940607,0.00017646652,0.00024699926,0.0121375155],"genre_scores_gemma":[0.9760598,0.0055320202,0.00079547195,0.0048977323,0.0008764137,0.010381682,0.000059545357,0.00006726938,0.001330042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99213946,0.0012958577,0.0020574182,0.0011666472,0.00078612746,0.0025545075],"domain_scores_gemma":[0.99270475,0.000523328,0.0022161535,0.001750989,0.00033396436,0.0024708111],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007379025,0.0005137777,0.0012629844,0.0003555281,0.006468992,0.00017724528,0.0006466459,0.00063764944,0.00007870544],"category_scores_gemma":[0.0007927328,0.0004537572,0.00011166768,0.00028040414,0.0002506141,0.0005284812,0.0003170481,0.002841201,0.000044058084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004379671,0.0002822695,0.7684335,0.007914332,0.000013900306,0.0000058654764,0.0032688384,5.98853e-7,0.000050568015,0.072202764,0.0053227805,0.1420666],"study_design_scores_gemma":[0.0044067814,0.0001996846,0.92212135,0.0006783133,0.00002208717,0.000005620866,0.0033622526,0.00013341817,0.0000013218342,0.0014775525,0.06725489,0.00033673632],"about_ca_topic_score_codex":0.009341321,"about_ca_topic_score_gemma":0.0050919023,"teacher_disagreement_score":0.1536878,"about_ca_system_score_codex":0.0010521217,"about_ca_system_score_gemma":0.004054716,"threshold_uncertainty_score":0.99979144},"labels":[],"label_agreement":null},{"id":"W2771261324","doi":"10.2196/mhealth.7827","title":"Using Android and Open Data Kit Technology in Data Management for Research in Resource-Limited Settings in the Niger Delta Region of Nigeria: Cross-Sectional Household Survey","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Data collection; Android (operating system); Descriptive statistics; Cross-sectional data; Data management; Geography; Qualitative property; Open data; Business; Computer science; Database; World Wide Web; Statistics; Operating system; Mathematics","score_opus":0.650323012253425,"score_gpt":0.6076679164275816,"score_spread":0.04265509582584348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771261324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96108186,0.0011099114,0.000113400376,0.0214842,0.00016250217,0.014139688,0.0015133778,0.000027020063,0.00036802926],"genre_scores_gemma":[0.9865937,0.0039313445,0.0017958878,0.0023871122,0.00014864143,0.0037445382,0.0012591532,0.00004793678,0.00009165411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99262744,0.0019733866,0.0019014277,0.0014172274,0.00043297157,0.0016475269],"domain_scores_gemma":[0.9925962,0.0019505201,0.0009881525,0.0038922615,0.00018588982,0.00038694998],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.031626556,0.00023296992,0.00067448895,0.000990359,0.0029073958,0.00011084869,0.0033514677,0.00050478545,0.0000041058315],"category_scores_gemma":[0.0010439928,0.0002016123,0.0000129824375,0.0010069984,0.0004728191,0.0005438677,0.0035498994,0.0017131265,0.000001537684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009893461,0.0002284648,0.9754726,0.004290463,0.000004505811,0.000009063578,0.00052509626,0.0000040351565,0.0000018506734,0.0021603154,0.007705545,0.008608667],"study_design_scores_gemma":[0.0037091796,0.00012305132,0.94971365,0.00052665203,0.000005420723,0.000013898755,0.0016586062,0.001407372,2.2380361e-7,0.0020622213,0.040642023,0.00013771058],"about_ca_topic_score_codex":0.016231326,"about_ca_topic_score_gemma":0.04289799,"teacher_disagreement_score":0.03293648,"about_ca_system_score_codex":0.000334843,"about_ca_system_score_gemma":0.0017714798,"threshold_uncertainty_score":0.9983907},"labels":[],"label_agreement":null},{"id":"W2771627735","doi":"10.2196/mhealth.9035","title":"Detecting Smoking Events Using Accelerometer Data Collected Via Smartwatch Technology: Validation Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of General Medical Sciences; National Cancer Institute","keywords":"Smartwatch; Context (archaeology); Session (web analytics); Accelerometer; Medicine; Machine learning; Computer science; Wearable computer; World Wide Web; Embedded system","score_opus":0.23207466216387082,"score_gpt":0.4674736154560858,"score_spread":0.23539895329221497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771627735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971243,0.00006171831,0.00026517897,0.0007355045,0.0003741196,0.0012433903,0.000011841542,0.00013333355,0.000050597002],"genre_scores_gemma":[0.99912196,0.00003725527,0.00039608727,0.000120999124,0.0001406839,0.000041603773,0.000070233145,0.000032231845,0.00003894898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808395,0.000092717535,0.00044370696,0.0005585535,0.0003665834,0.00045449092],"domain_scores_gemma":[0.9978727,0.0000365857,0.0004934529,0.0012828594,0.0001246067,0.00018977567],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010100128,0.0001813122,0.00036356057,0.0003292269,0.0016109496,0.000087167806,0.00029318407,0.00019338689,0.000021890224],"category_scores_gemma":[0.00020636906,0.00016901185,0.000021542317,0.00030694553,0.000054128315,0.00034216655,0.00025316112,0.00044633023,0.0000013212557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009815678,0.00023957221,0.9462154,0.00021095891,0.00002243396,0.000010919871,0.00035562503,3.0437297e-7,0.00044653725,0.0000013402653,0.000026046757,0.052372713],"study_design_scores_gemma":[0.0022806947,0.0004535745,0.9952104,0.00013484436,0.00029869287,0.00006826351,0.0005214701,0.0005241636,0.00025063925,0.000058200207,0.00006381487,0.0001352594],"about_ca_topic_score_codex":0.0009093107,"about_ca_topic_score_gemma":0.000110871784,"teacher_disagreement_score":0.052237455,"about_ca_system_score_codex":0.00021635869,"about_ca_system_score_gemma":0.00028340376,"threshold_uncertainty_score":0.9996888},"labels":[],"label_agreement":null},{"id":"W2771647963","doi":"10.2196/mhealth.9061","title":"The Swedish Web Version of the Quality of Recovery Scale Adapted for Use in a Mobile App: Prospective Psychometric Evaluation Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nausea and vomiting management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Mobile phone; mHealth; Scale (ratio); Web application; Quality (philosophy); Psychometrics; Computer science; Psychology; Applied psychology; Medicine; World Wide Web; Clinical psychology; Psychiatry; Psychological intervention","score_opus":0.1456700359235039,"score_gpt":0.4695935260165677,"score_spread":0.32392349009306376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771647963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914594,0.00035677417,0.000012060069,0.00067128893,0.0002517821,0.0068943077,0.000027694605,0.000008432273,0.0003182333],"genre_scores_gemma":[0.9988008,0.00040813888,0.000087224056,0.00008054637,0.000052782972,0.00041538998,0.0000047228336,0.000008288587,0.00014208061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983503,0.0002556916,0.0005004507,0.00023298601,0.0004448629,0.00021571219],"domain_scores_gemma":[0.99809235,0.00032855792,0.00066185324,0.0005875495,0.0002451056,0.00008460501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004270921,0.00008632177,0.0003070535,0.0001316962,0.00041541195,0.000020424257,0.00013237333,0.000041451218,0.000003102712],"category_scores_gemma":[0.00073099235,0.000051320923,0.000057534467,0.0002751813,0.00008413173,0.000088755776,0.000058935828,0.00014014097,3.9100865e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002958277,0.00093703886,0.93661386,0.0010349498,0.000027620155,9.1467015e-8,0.0007673733,0.0000029908974,0.000034036082,0.00007494445,0.0009210789,0.056627754],"study_design_scores_gemma":[0.006139779,0.0016314039,0.98921263,0.00011702983,0.00008899264,3.6265493e-7,0.0016463377,0.0005177574,0.000020065687,0.00017146814,0.00041199973,0.000042172887],"about_ca_topic_score_codex":0.00070007954,"about_ca_topic_score_gemma":0.0013968818,"teacher_disagreement_score":0.05658558,"about_ca_system_score_codex":0.00015763854,"about_ca_system_score_gemma":0.00031550313,"threshold_uncertainty_score":0.31950548},"labels":[],"label_agreement":null},{"id":"W2771763805","doi":"10.2196/mhealth.6394","title":"Using mHealth Technology in a Self-Management Intervention to Promote Physical Activity Among Adults With Chronic Disabling Conditions: Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health; Cleveland Clinic","keywords":"mHealth; Self-management; Psychosocial; Multivariate analysis of variance; Randomized controlled trial; Intervention (counseling); Physical therapy; Medicine; Psychological intervention; Psychology; Nursing; Psychiatry","score_opus":0.04798596322068226,"score_gpt":0.47116532103299097,"score_spread":0.4231793578123087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771763805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9246581,0.00030686997,0.00087416277,0.006874015,0.0006088862,0.0655976,0.0000404581,0.00031360635,0.0007263103],"genre_scores_gemma":[0.9202171,0.0012677339,0.0015504599,0.000509646,0.000682454,0.0755121,0.000032010943,0.000073023606,0.00015548665],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99251676,0.0015607694,0.0019893602,0.001239971,0.00053237873,0.0021607615],"domain_scores_gemma":[0.99359035,0.00069139915,0.0026712322,0.0012985977,0.00028838395,0.001460054],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045242473,0.00056754466,0.0027638383,0.00096724846,0.004343166,0.000071222814,0.0004840182,0.00045726544,0.000032523316],"category_scores_gemma":[0.00047786918,0.0004496741,0.00020941635,0.00064692704,0.00040106368,0.0004691324,0.0002768462,0.0016919168,0.00004225779],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9153478,0.0024874124,0.006192733,0.013971119,0.00011909422,0.000014940069,0.003032429,0.000031910367,0.0000063260177,0.018649606,0.00016759653,0.039979],"study_design_scores_gemma":[0.9492211,0.0015360862,0.029234026,0.0032814227,0.00028844134,0.000005495525,0.00090148585,0.0126178255,0.0000024588066,0.0016979716,0.0008025489,0.0004111624],"about_ca_topic_score_codex":0.0036719893,"about_ca_topic_score_gemma":0.0038525972,"teacher_disagreement_score":0.03956784,"about_ca_system_score_codex":0.0016546997,"about_ca_system_score_gemma":0.0022054578,"threshold_uncertainty_score":0.9997955},"labels":[],"label_agreement":null},{"id":"W2771877275","doi":"10.2196/mhealth.6911","title":"App-Supported Promotion of Child Growth and Development by Community Health Workers in Kenya: Feasibility and Acceptability Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Government (linguistics); Accountability; Medicine; Data collection; Promotion (chess); Medical education; Phone; Nursing; Community health; Public health; Business; Political science; Sociology","score_opus":0.1284598893100027,"score_gpt":0.477310272753704,"score_spread":0.34885038344370134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771877275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97381574,0.0016357884,0.00005832312,0.010018338,0.00017932284,0.013487739,0.00012423753,0.00010065148,0.0005798603],"genre_scores_gemma":[0.99107903,0.0029456129,0.00062468654,0.0017656786,0.00006444591,0.0033396643,0.00010907958,0.000039608873,0.000032180913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919653,0.0027630422,0.0024542124,0.0009298664,0.00041167744,0.0014759194],"domain_scores_gemma":[0.99414414,0.0005293748,0.0019341783,0.0013381534,0.00018557486,0.0018685649],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008475861,0.00042639519,0.0012100002,0.00024241036,0.0074089365,0.00003441675,0.00038360112,0.0003462991,0.000042172785],"category_scores_gemma":[0.00049525674,0.000401597,0.000030804717,0.0002593691,0.00048157826,0.0003152208,0.0004380542,0.002219122,0.00000413312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003148925,0.0016694762,0.92911214,0.00944679,0.0000091477805,4.4316374e-7,0.008081892,6.0394726e-8,0.0000015517096,0.0001717477,0.0007664457,0.05042541],"study_design_scores_gemma":[0.004429029,0.0008724109,0.98177534,0.00030075278,0.000014755548,0.0000036692732,0.009288237,0.00001899442,0.0000027889705,0.00025659835,0.002817596,0.00021979964],"about_ca_topic_score_codex":0.029133897,"about_ca_topic_score_gemma":0.028633421,"teacher_disagreement_score":0.052663226,"about_ca_system_score_codex":0.0005671082,"about_ca_system_score_gemma":0.0032422242,"threshold_uncertainty_score":0.9998436},"labels":[],"label_agreement":null},{"id":"W2771944080","doi":"10.2196/mhealth.8741","title":"Mobile Phone Apps for Quality of Life and Well-Being Assessment in Breast and Prostate Cancer Patients: Systematic Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Mobile phone; Prostate cancer; Medicine; mHealth; Breast cancer; Quality of life (healthcare); Quality (philosophy); Phone; Cancer; Computer science; Psychological intervention; Internal medicine; Telecommunications; Nursing","score_opus":0.08084628481066346,"score_gpt":0.47292694688071896,"score_spread":0.3920806620700555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771944080","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018997843,0.9840815,0.0000020221148,0.00027282097,0.00020115063,0.013019189,0.0004035583,0.000014356631,0.00010561784],"genre_scores_gemma":[0.0037048773,0.9895169,0.000027689917,0.00075001456,0.000083259474,0.005562372,0.00020172325,0.000045346118,0.000107829226],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.996346,0.00043135436,0.0018966093,0.0005610609,0.00031992124,0.00044503252],"domain_scores_gemma":[0.99662703,0.00023615209,0.0018893756,0.0004782107,0.00018799287,0.0005812163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020874275,0.00039879186,0.0047750613,0.00015768327,0.00015012028,0.000026624126,0.00009355882,0.00019938883,0.000007754574],"category_scores_gemma":[0.00009708421,0.00028973282,0.00015409937,0.0001505079,0.00009429531,0.00007359514,0.00006774486,0.0004225992,5.4278655e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005974859,0.00009597646,0.002633822,0.8359801,0.00004644358,6.3404235e-7,0.0005456363,4.1339674e-9,6.713329e-9,0.00003655734,0.00019257437,0.16040847],"study_design_scores_gemma":[0.0021264162,0.0005439601,0.004646578,0.9222139,0.0016558648,0.000021179138,0.00027527806,0.000004503866,1.2702853e-8,0.000023587327,0.0681495,0.0003392221],"about_ca_topic_score_codex":0.002134942,"about_ca_topic_score_gemma":0.0007625716,"teacher_disagreement_score":0.16006924,"about_ca_system_score_codex":0.0002899766,"about_ca_system_score_gemma":0.0018434294,"threshold_uncertainty_score":0.9999555},"labels":[],"label_agreement":null},{"id":"W2772577255","doi":"10.2196/mhealth.8549","title":"Chinese Cardiovascular Disease Mobile Apps’ Information Types, Information Quality, and Interactive Functions for Self-Management: Systematic Review","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Quality (philosophy); mHealth; Self-management; Disease; Information quality; Computer science; Mobile apps; Medicine; Information system; World Wide Web; Psychological intervention; Engineering; Nursing; Artificial intelligence","score_opus":0.10525345087914095,"score_gpt":0.5126059976282225,"score_spread":0.4073525467490815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772577255","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000405247,0.9237635,0.0010829457,0.0005152258,0.0008529875,0.07046566,0.00173539,0.00029296838,0.001287283],"genre_scores_gemma":[0.000023261833,0.8268424,0.00027566848,0.003411809,0.00032386565,0.16505402,0.0037037618,0.00005769998,0.0003074843],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909652,0.0015899444,0.0047971047,0.0007089999,0.00063427753,0.0013044886],"domain_scores_gemma":[0.9892563,0.001216891,0.0048547946,0.0020895533,0.0006221789,0.0019602813],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055002365,0.00085207506,0.004553862,0.0006734838,0.0037476616,0.00011471022,0.00047249574,0.00058703637,0.000024998437],"category_scores_gemma":[0.000871016,0.00066238863,0.00063297147,0.00048806428,0.0000921732,0.001526108,0.00029741882,0.0013536148,0.00043653202],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003781732,0.000040844523,0.000010851665,0.66414094,0.00022203474,3.0091627e-7,0.00029410512,2.8040796e-7,6.301683e-11,0.0012955012,0.0036203447,0.33033702],"study_design_scores_gemma":[0.00088704104,0.00008950934,0.00015708874,0.1958284,0.0045550833,0.000008938412,0.00022020657,0.000040895568,1.2307125e-10,0.00009724943,0.7977437,0.0003719219],"about_ca_topic_score_codex":0.00023251936,"about_ca_topic_score_gemma":0.000027287542,"teacher_disagreement_score":0.79412335,"about_ca_system_score_codex":0.0008079866,"about_ca_system_score_gemma":0.0030826177,"threshold_uncertainty_score":0.9995827},"labels":[],"label_agreement":null},{"id":"W2772764102","doi":"10.2196/mhealth.8303","title":"Texting Condolences: Adapting mHealth Programs After Unexpected Pregnancy and Infant Outcomes","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"mHealth; Psychological intervention; Miscarriage; Medicine; Pregnancy; Psychology; Nursing","score_opus":0.1146980511460777,"score_gpt":0.4752367724556201,"score_spread":0.36053872130954245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772764102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9612729,0.010154694,0.00013991311,0.011842553,0.00097274117,0.010614827,0.00010961091,0.00050786504,0.004384879],"genre_scores_gemma":[0.9645388,0.009341989,0.0021553924,0.006201764,0.0005543254,0.016162643,0.000060815368,0.000102246,0.0008819838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919063,0.0007770849,0.0023085577,0.0013973606,0.0005809308,0.003029788],"domain_scores_gemma":[0.99186796,0.0007894232,0.0023490798,0.0016171554,0.0003516215,0.0030247327],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023051968,0.0006556999,0.0012965881,0.00028940462,0.0094480775,0.00014331187,0.00052266463,0.0006036576,0.00011932872],"category_scores_gemma":[0.0006198652,0.0005552591,0.000099321966,0.000266292,0.0005293754,0.00054583,0.00044159807,0.001939771,0.000093695446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018773349,0.00015167033,0.76773244,0.008719649,0.000015536056,0.00000928619,0.002774467,1.6193434e-7,0.0000035889857,0.006552748,0.0003595537,0.21349318],"study_design_scores_gemma":[0.00319335,0.0004217549,0.9626638,0.0026668021,0.000070596994,0.0000194566,0.0023132164,0.00026831086,7.450674e-7,0.0010496654,0.026874084,0.0004581888],"about_ca_topic_score_codex":0.005921762,"about_ca_topic_score_gemma":0.0044518914,"teacher_disagreement_score":0.21303499,"about_ca_system_score_codex":0.00031415484,"about_ca_system_score_gemma":0.0026392941,"threshold_uncertainty_score":0.9996899},"labels":[],"label_agreement":null},{"id":"W2772849070","doi":"10.2196/mhealth.8624","title":"Web-Based Interventions Supporting Adolescents and Young People With Depressive Symptoms: Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Anxiety; Clinical psychology; Randomized controlled trial; Intervention (counseling); Medicine; Meta-analysis; Systematic review; Cognitive behavioral therapy; Psychology; MEDLINE; Psychiatry","score_opus":0.09386808212599725,"score_gpt":0.4585974394316088,"score_spread":0.36472935730561157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772849070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65193385,0.29938734,0.0012745043,0.024253879,0.0007240725,0.017016927,0.0014423642,0.00036565095,0.0036014065],"genre_scores_gemma":[0.995624,0.00039443056,0.00010368827,0.0016124321,0.00001616433,0.0013127854,0.000038222537,0.000031557254,0.0008667368],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99673283,0.00042484392,0.0012769582,0.0006677727,0.0002483238,0.00064928096],"domain_scores_gemma":[0.99640286,0.000092207076,0.0017726633,0.0008929417,0.0001135708,0.0007257344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011145547,0.0003171525,0.0018975525,0.00025887822,0.0009081548,0.00020559409,0.00023790823,0.000093457544,0.00014023943],"category_scores_gemma":[0.000108062566,0.00023553376,0.00041647456,0.0002160215,0.00018014037,0.0002850492,0.00011363894,0.00027542593,0.000017238694],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008783857,0.00063248526,0.13194118,0.8522899,0.012212016,0.000019190102,0.0005693105,2.9542267e-7,1.16115785e-7,0.0012691484,0.00056198146,0.00041652843],"study_design_scores_gemma":[0.0025503393,0.0013184146,0.60561824,0.023800436,0.36522436,0.00019712286,0.0004457372,0.00014930106,9.675165e-7,0.00014284656,0.000025295032,0.0005269261],"about_ca_topic_score_codex":0.00081810204,"about_ca_topic_score_gemma":0.003551909,"teacher_disagreement_score":0.8284895,"about_ca_system_score_codex":0.000067572866,"about_ca_system_score_gemma":0.00010340452,"threshold_uncertainty_score":0.96047884},"labels":[],"label_agreement":null},{"id":"W2772918581","doi":"10.2196/mhealth.8651","title":"A Smartphone App to Reduce Sugar-Sweetened Beverage Consumption Among Young Adults in Australian Remote Indigenous Communities: Design, Formative Evaluation and User-Testing","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Formative assessment; Thematic analysis; Think aloud protocol; Usability; Psychology; Applied psychology; Indigenous; Phone; Internet privacy; Computer science; Qualitative research; Human–computer interaction","score_opus":0.11212680427683248,"score_gpt":0.4124857426399911,"score_spread":0.30035893836315863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772918581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99241173,0.00024979614,0.00014675302,0.0007638204,0.0004534697,0.004202933,0.000017660755,0.0000689917,0.0016848721],"genre_scores_gemma":[0.99145234,0.005301857,0.0022641,0.00017909562,0.000251079,0.000051116414,0.000040386483,0.00002076587,0.0004392389],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9960479,0.0013991541,0.0006417774,0.0003556096,0.0005041874,0.0010513584],"domain_scores_gemma":[0.9972986,0.00036654875,0.00065293733,0.00042093394,0.00036569394,0.000895285],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005899373,0.00022843844,0.0003673372,0.0002939434,0.01568363,0.00026479136,0.00029263654,0.00024904608,0.000016884816],"category_scores_gemma":[0.00010892422,0.00022026763,0.000022235869,0.00023192006,0.00040792572,0.00073284976,0.000010771268,0.00042178622,0.000010910637],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020614773,0.000095641706,0.07502258,0.00069445703,0.0000058432447,0.0000023593902,0.911099,0.000010838151,0.0000014458531,0.00031141267,0.00006694835,0.012483334],"study_design_scores_gemma":[0.001599867,0.0004404531,0.9471256,0.0005970895,0.000025816129,0.000011762135,0.046518352,0.0005691893,0.000012149808,0.0006990367,0.0020742244,0.00032643456],"about_ca_topic_score_codex":0.6495117,"about_ca_topic_score_gemma":0.87029356,"teacher_disagreement_score":0.87210304,"about_ca_system_score_codex":0.0009027601,"about_ca_system_score_gemma":0.009334006,"threshold_uncertainty_score":0.99628216},"labels":[],"label_agreement":null},{"id":"W2773286788","doi":"10.2196/mhealth.8349","title":"Mobile Health Intervention to Increase Oral Cancer Therapy Adherence in Patients With Chronic Myeloid Leukemia (The REMIND System): Clinical Feasibility and Acceptability Assessment","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Intervention (counseling); Motivational interviewing; Pill; Dosing; Patient education; Physical therapy; Family medicine; Nursing; Internal medicine","score_opus":0.12020255284114922,"score_gpt":0.49358532113624626,"score_spread":0.37338276829509703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773286788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914027,0.0017677256,0.00007567224,0.001588866,0.00018858706,0.0047729327,0.000025468153,0.000028547835,0.00014949909],"genre_scores_gemma":[0.9944942,0.0021079606,0.00036189184,0.0016119507,0.0001253965,0.0011521782,0.000023540966,0.00001367627,0.00010919424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971161,0.0004810693,0.00087275903,0.00066604035,0.00038733036,0.0004766859],"domain_scores_gemma":[0.9972907,0.00008110836,0.00065783854,0.00093007897,0.00015068354,0.00088964746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027786084,0.000204306,0.0006258179,0.000053844386,0.0005133396,0.000057725243,0.00021911289,0.00010257384,0.00013127463],"category_scores_gemma":[0.00009015707,0.00013131001,0.000046649002,0.00013061785,0.00027973656,0.00015279907,0.00008933964,0.00055752386,0.000011460505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083083386,0.00027383177,0.6843013,0.0010257278,0.0000070686915,6.6687426e-7,0.00015780717,4.0202013e-7,2.928815e-7,0.000029309173,0.0003562121,0.3130165],"study_design_scores_gemma":[0.006150522,0.0059220674,0.98472816,0.0007300745,0.000015129943,0.0000030087745,0.00026806077,0.00024559782,9.350629e-7,0.00001800341,0.0018095709,0.00010890152],"about_ca_topic_score_codex":0.008661646,"about_ca_topic_score_gemma":0.002412826,"teacher_disagreement_score":0.3129076,"about_ca_system_score_codex":0.0015147844,"about_ca_system_score_gemma":0.002870036,"threshold_uncertainty_score":0.99793977},"labels":[],"label_agreement":null},{"id":"W2774469201","doi":"10.2196/mhealth.8910","title":"The Impact of a Mobile Diabetes Health Intervention on Diabetes Distress and Depression Among Adults: Secondary Analysis of a Cluster Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Distress; Medicine; Randomized controlled trial; Type 2 diabetes; Diabetes mellitus; Depression (economics); Clinical psychology; Physical therapy; Internal medicine","score_opus":0.014330215915338498,"score_gpt":0.3744384565461611,"score_spread":0.3601082406308226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774469201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98983073,0.0028653098,0.0000060087455,0.0006261318,0.00024204729,0.0061138785,0.00003992279,0.000014895679,0.00026108476],"genre_scores_gemma":[0.9974166,0.0011932013,0.000014887623,0.00010903391,0.00011710071,0.00091977074,0.00012039493,0.00001388668,0.00009513688],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99737024,0.0005252136,0.0011251583,0.00030633854,0.0002527621,0.00042028655],"domain_scores_gemma":[0.99608415,0.0009043549,0.002054263,0.0005243541,0.00011257051,0.0003203096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031527907,0.00020684209,0.0020154049,0.00033554438,0.0004466841,0.000068225985,0.000119358425,0.00008135835,0.000026353138],"category_scores_gemma":[0.0006357278,0.00011413401,0.00054626435,0.00015235961,0.0003390151,0.00014489994,0.0000635932,0.00019501135,3.188302e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.56121314,0.0006180732,0.34573504,0.0024880655,0.0015183542,1.5964089e-7,0.00093031215,0.000010703621,0.000002533412,0.000029999388,0.0005818301,0.08687181],"study_design_scores_gemma":[0.47390494,0.0022585534,0.5138831,0.000585332,0.0010186515,3.8868148e-8,0.0002605451,0.007950221,0.00000754507,0.000059322865,0.0000066429166,0.00006507727],"about_ca_topic_score_codex":0.0007118221,"about_ca_topic_score_gemma":0.00010289668,"teacher_disagreement_score":0.1681481,"about_ca_system_score_codex":0.00007645926,"about_ca_system_score_gemma":0.00014958481,"threshold_uncertainty_score":0.46542498},"labels":[],"label_agreement":null},{"id":"W2775036828","doi":"10.2196/mhealth.6969","title":"Developing mHealth Messages to Promote Postmenstrual Regulation Contraceptive Use in Bangladesh: Participatory Interview Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Discontinuation; mHealth; Medicine; Family planning; Unintended pregnancy; Menstruation; Long-acting reversible contraception; Menstrual cycle; Gynecology; Family medicine; Population; Psychological intervention; Nursing; Environmental health; Psychiatry; Research methodology","score_opus":0.27753724963982607,"score_gpt":0.5220388105605828,"score_spread":0.2445015609207567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775036828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95787174,0.0006105429,0.00041146963,0.021448053,0.000822834,0.017946577,0.00010164912,0.00020461895,0.0005824953],"genre_scores_gemma":[0.970648,0.0014016852,0.0022044943,0.010772387,0.000448563,0.013907606,0.000057604346,0.00008939229,0.00047026953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9908227,0.00216092,0.0025533803,0.0013311484,0.00057088106,0.0025610204],"domain_scores_gemma":[0.99335927,0.0006427169,0.0015897008,0.001573169,0.00042593246,0.0024092244],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0060605695,0.0005531008,0.0012200212,0.00051891233,0.0048910743,0.00010841277,0.00055669673,0.00043537372,0.00009986122],"category_scores_gemma":[0.0007562223,0.000524916,0.000065314896,0.00044568762,0.00017176675,0.000693236,0.00038528748,0.0015502592,0.00025101044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009729562,0.0009210293,0.72782916,0.0056342375,0.000030797146,0.000024905683,0.02464886,0.00000544365,0.000016872831,0.016103558,0.0042762365,0.21953595],"study_design_scores_gemma":[0.0035506713,0.00085509004,0.94769627,0.00092682755,0.000045893095,0.0000051961356,0.00416889,0.00015802722,0.0000030361923,0.00069469126,0.041514017,0.00038141664],"about_ca_topic_score_codex":0.0041941265,"about_ca_topic_score_gemma":0.019078404,"teacher_disagreement_score":0.2198671,"about_ca_system_score_codex":0.0013506562,"about_ca_system_score_gemma":0.0037252898,"threshold_uncertainty_score":0.9997202},"labels":[],"label_agreement":null},{"id":"W2775090830","doi":"10.2196/mhealth.8470","title":"Predictors of Playing Augmented Reality Mobile Games While Walking Based on the Theory of Planned Behavior: Web-Based Survey","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Theory of planned behavior; Automaticity; Psychology; Mobile phone; Multilevel model; Social psychology; Applied psychology; Control (management); Computer science; Cognition","score_opus":0.09289974055497027,"score_gpt":0.3702779341192714,"score_spread":0.27737819356430116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775090830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909525,0.000063611216,0.0055002053,0.0012524006,0.00012652509,0.0010230849,0.0003503717,0.00005528777,0.00067599217],"genre_scores_gemma":[0.9988495,0.000046536687,0.00031160313,0.0005337471,0.000025626401,0.00017498198,0.00003656882,0.000010427008,0.000010969178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997752,0.0005817588,0.000516982,0.0003611049,0.00039521177,0.00039292156],"domain_scores_gemma":[0.99647075,0.0008760651,0.00078949245,0.001452204,0.00012394352,0.000287557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003711997,0.0001664833,0.0003323577,0.00010967188,0.0007221806,0.00007810899,0.0008044567,0.00009188535,0.000010607232],"category_scores_gemma":[0.0002451939,0.00011798111,0.00005586492,0.0001835892,0.0002388527,0.00016545426,0.00010151822,0.00021454667,0.0000013269712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001769023,0.0037825496,0.761881,0.0026939784,0.000055765344,0.000004970402,0.0041203788,0.0005472071,0.00071563775,0.04568275,0.005450824,0.17329594],"study_design_scores_gemma":[0.00072273647,0.00081107166,0.9716136,0.00010666802,0.000014982916,6.3230647e-7,0.00008122669,0.025778556,0.00033897543,0.00019219724,0.00023594065,0.00010340646],"about_ca_topic_score_codex":0.0010419809,"about_ca_topic_score_gemma":0.00019210113,"teacher_disagreement_score":0.20973264,"about_ca_system_score_codex":0.00006523135,"about_ca_system_score_gemma":0.0007251829,"threshold_uncertainty_score":0.5554502},"labels":[],"label_agreement":null},{"id":"W2775099227","doi":"10.2196/mhealth.7886","title":"Patients’ Acceptance of Smartphone Health Technology for Chronic Disease Management: A Theoretical Model and Empirical Test","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":260,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Technology acceptance model; Test (biology); Health management system; mHealth; Disease management; Medicine; Health technology; Smartphone application; Telemedicine; Empirical research; Chronic disease; Psychology; Computer science; Applied psychology; Health care; Psychological intervention; Multimedia; Usability; Family medicine; Nursing; Human–computer interaction; Alternative medicine; Pathology","score_opus":0.07564631719383283,"score_gpt":0.4833929312219788,"score_spread":0.40774661402814594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775099227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7992159,0.008890585,0.0068107005,0.14972307,0.0007741946,0.028954204,0.0018935886,0.0004145758,0.003323159],"genre_scores_gemma":[0.9673521,0.011201187,0.0037396788,0.006685482,0.00025481632,0.010333037,0.00009993574,0.00006574904,0.00026802273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9951821,0.00019376651,0.0015601072,0.0009319078,0.00032006076,0.0018120466],"domain_scores_gemma":[0.99413806,0.0005699998,0.001450476,0.0013243732,0.00028975302,0.0022273476],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001408931,0.0003642616,0.00088399247,0.0003168076,0.004591673,0.000021859214,0.00046597904,0.00034077204,0.000042313288],"category_scores_gemma":[0.0004814428,0.00033044608,0.000070581795,0.00022285985,0.00092915696,0.00016602759,0.00034971794,0.0007668588,0.0000146179245],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007713298,0.00068794214,0.34119493,0.030186689,0.000016387523,0.0000010735262,0.00069467595,0.0000034538928,0.0000017364034,0.36460543,0.011656989,0.25017938],"study_design_scores_gemma":[0.0077002877,0.001291715,0.899579,0.00071558595,0.00008764023,0.0000016561622,0.0003515797,0.009107499,0.0000010105367,0.043184582,0.037602298,0.0003771613],"about_ca_topic_score_codex":0.00005701429,"about_ca_topic_score_gemma":0.00019420299,"teacher_disagreement_score":0.55838406,"about_ca_system_score_codex":0.00041100342,"about_ca_system_score_gemma":0.002762877,"threshold_uncertainty_score":0.99991477},"labels":[],"label_agreement":null},{"id":"W2775421909","doi":"10.2196/mhealth.8855","title":"Usage Pattern Differences and Similarities of Mobile Electronic Medical Records Among Health Care Providers","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Health records; Medical record; Internet privacy; Health care; Usage data; Mobile device; Computer science; World Wide Web; Medicine; Human–computer interaction","score_opus":0.06914634154651701,"score_gpt":0.4539478327609944,"score_spread":0.3848014912144774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775421909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96875376,0.015042702,0.000117667776,0.009792215,0.0008873125,0.004005142,0.00009859956,0.00013346966,0.0011691428],"genre_scores_gemma":[0.97691685,0.01733953,0.000076235425,0.0035757388,0.00050493027,0.0010512252,0.000028159793,0.00007007194,0.00043725155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9914546,0.0019036324,0.002069441,0.0008919597,0.0008670946,0.002813259],"domain_scores_gemma":[0.99371976,0.0009128844,0.0022315742,0.0010040482,0.00023048493,0.0019012796],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004268285,0.00046334203,0.0015009238,0.00024414234,0.0041783177,0.00005544869,0.000593235,0.00063839735,0.00016050457],"category_scores_gemma":[0.0004530615,0.00039645485,0.00008095582,0.0001299138,0.00067716965,0.00036870386,0.00029577874,0.002298788,0.0000100453635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011786084,0.00008028632,0.81966996,0.023289043,0.0000264254,0.000004682544,0.01891497,9.591122e-8,6.4354975e-7,0.0007606479,0.0025839973,0.13455136],"study_design_scores_gemma":[0.0028327021,0.0032117527,0.95741594,0.002357784,0.000036173824,0.000018008828,0.019606633,0.0004136642,0.0000016007415,0.00044926818,0.013209044,0.00044740838],"about_ca_topic_score_codex":0.041784927,"about_ca_topic_score_gemma":0.057979982,"teacher_disagreement_score":0.13774598,"about_ca_system_score_codex":0.0008625046,"about_ca_system_score_gemma":0.011656351,"threshold_uncertainty_score":0.9998487},"labels":[],"label_agreement":null},{"id":"W2775727725","doi":"10.2196/mhealth.8458","title":"The QardioArm App in the Assessment of Blood Pressure and Heart Rate: Reliability and Validity Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blood pressure; Reliability (semiconductor); Heart rate; Medicine; Reliability engineering; Internal medicine; Engineering; Physics","score_opus":0.09585222702695487,"score_gpt":0.4217087229348326,"score_spread":0.3258564959078777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775727725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95656556,0.017656654,6.5579184e-7,0.023454793,0.000088156616,0.0016488867,0.000011420006,0.000012364201,0.00056152337],"genre_scores_gemma":[0.99292076,0.005142025,0.000072037205,0.00159562,0.00010566503,0.000085970205,0.0000010789588,0.0000075173134,0.00006931173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824834,0.00048910256,0.0003742529,0.00032945248,0.00026926925,0.00028956978],"domain_scores_gemma":[0.99829346,0.0005338723,0.00019454895,0.00070966297,0.0001011199,0.00016732945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038127645,0.00014197985,0.00058518857,0.000030259325,0.001097899,0.000057693385,0.00010663373,0.00006782801,0.000001571465],"category_scores_gemma":[0.0001665094,0.00007205246,0.000028641827,0.000049067858,0.00033761817,0.00006250844,0.00013938118,0.0003872672,1.8146369e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027113664,0.0009016205,0.9853568,0.001713325,0.00016904267,0.000012849243,0.0029217382,2.5913258e-7,0.00002878781,0.00025481914,0.0044410876,0.0039285244],"study_design_scores_gemma":[0.0021740843,0.0010855736,0.9785431,0.000051454466,0.0011843217,0.000035027664,0.0017137865,0.00003967956,0.000004989803,0.00015440067,0.014953841,0.000059756898],"about_ca_topic_score_codex":0.00081833306,"about_ca_topic_score_gemma":0.00033345,"teacher_disagreement_score":0.036355227,"about_ca_system_score_codex":0.0000029318796,"about_ca_system_score_gemma":0.00017006557,"threshold_uncertainty_score":0.84442633},"labels":[],"label_agreement":null},{"id":"W2776796234","doi":"10.2196/mhealth.8515","title":"Factors Influencing Engagement and Behavioral Determinants of Infant Feeding in an mHealth Program: Qualitative Evaluation of the Growing Healthy Program","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Primary Health Care Research Institute, Australian National University; Medical Research Council; Australian Government","keywords":"mHealth; Breastfeeding; Psychological intervention; Mobile phone; Childhood obesity; Breast feeding; Psychology; Infant feeding; Qualitative research; Infant formula; Developmental psychology; Medicine; Obesity; Nursing; Pediatrics; Overweight; Computer science","score_opus":0.3403115519032487,"score_gpt":0.5602439664798994,"score_spread":0.2199324145766507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2776796234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99406457,0.00052607525,3.0525874e-7,0.002133978,0.00017595151,0.0030074634,0.00001247049,0.000028979035,0.000050201845],"genre_scores_gemma":[0.99849516,0.00021317462,0.0007732287,0.00022754098,0.0000590791,0.0002054986,0.000006025936,0.000018360568,0.0000019145536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966259,0.00068820204,0.0009850264,0.00041267698,0.00074491376,0.00054328935],"domain_scores_gemma":[0.9971417,0.00014571245,0.0015341035,0.00043632684,0.0003270747,0.00041503942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062703067,0.00022249435,0.00063609943,0.00019009304,0.00068789546,0.000063463725,0.00018008171,0.00013381186,0.000004398819],"category_scores_gemma":[0.00036679057,0.00015237118,0.00005212606,0.0001868403,0.00034448746,0.0010845627,0.000116129064,0.0005087142,1.0935804e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002249459,0.00045402313,0.7052275,0.0019907516,0.0000064988553,5.763232e-7,0.03212511,9.799897e-7,0.00006304429,0.000079942954,0.0000021867022,0.25982445],"study_design_scores_gemma":[0.0018182662,0.0037738048,0.97317445,0.0008218317,0.00017164781,0.0000091177535,0.018914001,0.0010000683,0.00009645797,0.00006890699,0.00003831411,0.00011311072],"about_ca_topic_score_codex":0.0077842507,"about_ca_topic_score_gemma":0.0010972716,"teacher_disagreement_score":0.267947,"about_ca_system_score_codex":0.0001899825,"about_ca_system_score_gemma":0.0010811508,"threshold_uncertainty_score":0.998823},"labels":[],"label_agreement":null},{"id":"W2777453232","doi":"10.2196/mhealth.8791","title":"Insights From Google Play Store User Reviews for the Development of Weight Loss Apps: Mixed-Method Analysis","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Weight loss; Popularity; Thematic analysis; mHealth; App store; Computer science; Focus group; Psychological intervention; Psychology; Internet privacy; World Wide Web; Qualitative research; Medicine; Obesity; Social psychology","score_opus":0.1168190521600202,"score_gpt":0.4979651696805317,"score_spread":0.38114611752051153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777453232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59510607,0.067206,0.24232501,0.033926796,0.0052616815,0.050025035,0.0018566931,0.0003639548,0.0039287424],"genre_scores_gemma":[0.7892469,0.034127653,0.10958669,0.010024125,0.0024029652,0.05121165,0.0008477363,0.00015224826,0.0024000185],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99363714,0.0009279396,0.002796404,0.00091725716,0.00042814523,0.0012931024],"domain_scores_gemma":[0.9905376,0.0025665222,0.0031459958,0.0020595358,0.0003570258,0.0013333571],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032730834,0.00043294425,0.0014860079,0.0002932023,0.008696898,0.000030315345,0.00085997407,0.00045929404,0.00014154291],"category_scores_gemma":[0.00041404308,0.00029049884,0.0002318717,0.00046299226,0.00021244338,0.0001908592,0.00023220268,0.00092995795,0.00008141559],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012122008,0.00069949817,0.17920393,0.017599182,0.0006009591,0.0000016363982,0.021680718,0.000012883526,0.00005092615,0.039813403,0.08005543,0.65906924],"study_design_scores_gemma":[0.0013238392,0.00006194902,0.37574762,0.00021643474,0.0003578394,3.1541558e-7,0.00054816157,0.00036306787,0.000011463887,0.000748623,0.6204375,0.00018316845],"about_ca_topic_score_codex":0.0018415811,"about_ca_topic_score_gemma":0.009591204,"teacher_disagreement_score":0.6588861,"about_ca_system_score_codex":0.0003278052,"about_ca_system_score_gemma":0.0031540638,"threshold_uncertainty_score":0.9999547},"labels":[],"label_agreement":null},{"id":"W2778271117","doi":"10.2196/mhealth.8310","title":"Medication Adherence and Technology-Based Interventions for Adolescents With Chronic Health Conditions: A Few Key Considerations","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Sumatera Utara; Universitas Gadjah Mada; Universitas Sam Ratulangi; Karnatak University Dharwad; Universitas Hasanuddin; University of Delhi; Kerman University of Medical Sciences; Razi University; Universitas Brawijaya; Hamadan University of Medical Sciences; Osmania University; University of Calcutta; Agency for Healthcare Research and Quality; Aligarh Muslim University; Universitas Sriwijaya; University of the Punjab; Universitas Udayana; All-India Institute of Medical Sciences; Kasturba Medical College, Manipal; University of Madras; Goa University","keywords":"Medicine; Psychological intervention; Medication adherence; Disease management; Self-management; Health care; mHealth; Disease; Quality of life (healthcare); Chronic disease; Mobile technology; Health technology; Alternative medicine; Health management system; Family medicine; Nursing; Mobile device; World Wide Web; Computer science","score_opus":0.16413984119884636,"score_gpt":0.5113731544356049,"score_spread":0.34723331323675855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2778271117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5456935,0.021096377,0.009999511,0.40064958,0.0016943273,0.018452946,0.0013592578,0.0007738039,0.000280677],"genre_scores_gemma":[0.9881766,0.0026983663,0.0021005631,0.004445859,0.00050024525,0.0017060268,0.0001791434,0.000042320076,0.00015090102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966304,0.00035300187,0.0010412182,0.00064340763,0.00025738272,0.0010745929],"domain_scores_gemma":[0.99624676,0.0002804914,0.0014061779,0.0007140044,0.00041569403,0.00093685696],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013031896,0.00029076613,0.0006033421,0.00040129674,0.008135115,0.000056739354,0.00020073185,0.0003635226,0.00005682441],"category_scores_gemma":[0.0003991958,0.00025383738,0.00006181115,0.00018395156,0.00046998737,0.00024968878,0.00008518239,0.0009317896,0.000022754859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046593606,0.0005565245,0.79815334,0.08914455,0.000037921076,0.0000070607553,0.0030602464,0.00000218423,0.000008207551,0.031981036,0.045068275,0.031514715],"study_design_scores_gemma":[0.012434208,0.0036352535,0.9380048,0.018721228,0.00017133364,0.000025474239,0.002101116,0.0011862487,0.0000031220832,0.009646016,0.013433293,0.00063791074],"about_ca_topic_score_codex":0.00061760587,"about_ca_topic_score_gemma":0.0068291016,"teacher_disagreement_score":0.44248304,"about_ca_system_score_codex":0.0004181549,"about_ca_system_score_gemma":0.006324473,"threshold_uncertainty_score":0.99999136},"labels":[],"label_agreement":null},{"id":"W2780008615","doi":"10.2196/mhealth.7427","title":"Connected Health Devices for Health Care in French General Medicine Practice: Cross-Sectional Study","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Telemedicine; Medicine; Family medicine; Health care; mHealth; Population; Nursing; Environmental health; Psychological intervention","score_opus":0.1340773770394498,"score_gpt":0.580266198397207,"score_spread":0.44618882135775717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780008615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78546965,0.018364795,0.00044834052,0.14533561,0.00382084,0.041911576,0.0008095442,0.00045657888,0.0033830586],"genre_scores_gemma":[0.91710836,0.0059009586,0.0022641537,0.049648523,0.0026082369,0.021183418,0.0005740715,0.00012097781,0.0005913153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9878729,0.0021173467,0.004148008,0.0017402489,0.0008539441,0.003267563],"domain_scores_gemma":[0.98790365,0.0019116902,0.004396654,0.0017305606,0.0010201528,0.0030372636],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009429544,0.000652274,0.0017168181,0.0006023477,0.013559534,0.000103031416,0.00077593856,0.00051149237,0.0001338665],"category_scores_gemma":[0.0014093393,0.0005953346,0.00009863298,0.00044165074,0.00039057332,0.0006058821,0.00019200076,0.0020225863,0.000050923147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010921204,0.0007200494,0.9006747,0.010995513,0.000026753703,0.000004194575,0.016238732,0.0000055157266,6.979892e-7,0.00802322,0.024528116,0.037690386],"study_design_scores_gemma":[0.008888032,0.0030635104,0.78158027,0.00029653418,0.000019146253,0.000010827482,0.006184914,0.00011084206,6.7013126e-8,0.00037886336,0.19917713,0.00028985544],"about_ca_topic_score_codex":0.04818394,"about_ca_topic_score_gemma":0.07052422,"teacher_disagreement_score":0.17464902,"about_ca_system_score_codex":0.00198906,"about_ca_system_score_gemma":0.011191531,"threshold_uncertainty_score":0.9996498},"labels":[],"label_agreement":null},{"id":"W2780043826","doi":"10.2196/mhealth.8758","title":"Methods for Evaluating the Content, Usability, and Efficacy of Commercial Mobile Health Apps","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Usability; mHealth; Observational study; Mobile apps; Computer science; Behavior change; Internet privacy; World Wide Web; Medicine; Human–computer interaction; Psychological intervention; Nursing","score_opus":0.4137223720672774,"score_gpt":0.6392994826270851,"score_spread":0.22557711055980773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780043826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8816739,0.013622415,0.008208987,0.045833617,0.0016186839,0.047405887,0.0004009331,0.00017293368,0.0010626647],"genre_scores_gemma":[0.90313476,0.009013252,0.030542016,0.013835743,0.00092641567,0.04193728,0.000085215834,0.00009365433,0.00043164592],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9925087,0.0023722977,0.0022852677,0.0008236753,0.00032487887,0.0016851558],"domain_scores_gemma":[0.9878375,0.0058162063,0.0028055755,0.0016045979,0.00046081183,0.001475323],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015184741,0.00036157155,0.0011746066,0.00013025015,0.010828039,0.000041413656,0.0005788495,0.000315078,0.00004145707],"category_scores_gemma":[0.0019662695,0.00026710719,0.00011720202,0.00015897058,0.00072938256,0.0001699944,0.00034453848,0.0010786018,0.000008315759],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071349746,0.00022016335,0.03134684,0.008845286,0.000015841213,6.608321e-8,0.0032523468,0.0000010598856,0.00003172883,0.018658793,0.0031375608,0.9337768],"study_design_scores_gemma":[0.008478814,0.004530271,0.7874893,0.00060238945,0.000119765646,0.000008581067,0.0034310173,0.0020504594,0.0000087054195,0.004605507,0.18830629,0.0003689172],"about_ca_topic_score_codex":0.0039007622,"about_ca_topic_score_gemma":0.0008615501,"teacher_disagreement_score":0.9334079,"about_ca_system_score_codex":0.00025671953,"about_ca_system_score_gemma":0.0034275441,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W2780624051","doi":"10.2196/mhealth.7832","title":"Health App Use Among US Mobile Phone Users: Analysis of Trends by Chronic Disease Status","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research; National Heart, Lung, and Blood Institute","keywords":"mHealth; Medicine; Odds ratio; Obesity; Public health; Mobile phone; Logistic regression; Depression (economics); Gerontology; Intervention (counseling); Chronic disease; Chronic condition; Diabetes mellitus; App store; Disease; Psychological intervention; Family medicine; Psychiatry; World Wide Web; Internal medicine; Nursing","score_opus":0.06247602426022835,"score_gpt":0.4656479059599083,"score_spread":0.40317188169967993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780624051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97241205,0.00987281,0.00029186465,0.006323945,0.00070625474,0.0056753587,0.0036650805,0.00030162671,0.0007510167],"genre_scores_gemma":[0.95650274,0.025739376,0.00029700567,0.0047437544,0.000415895,0.008081222,0.0018065998,0.00010481067,0.0023086243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9905117,0.0010398999,0.0028435956,0.0013832138,0.0007752864,0.003446263],"domain_scores_gemma":[0.98543495,0.0006050216,0.0040093088,0.002807431,0.00035185515,0.0067914585],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021555827,0.0006280162,0.0020629163,0.001116248,0.006340784,0.00008084398,0.00065987353,0.00044514777,0.00064182334],"category_scores_gemma":[0.00021419027,0.0005985543,0.0002965137,0.0013632023,0.00063888344,0.0006911759,0.00028714756,0.0014345815,0.000058891623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054115907,0.00052007043,0.8254199,0.0057293526,0.00017786595,0.0000028518775,0.0013816642,0.000039276307,0.0000068581294,0.0012677925,0.064944945,0.09996824],"study_design_scores_gemma":[0.002317415,0.00042164788,0.8001615,0.0002016114,0.00043482622,4.8464955e-7,0.00029727054,0.0015010291,9.713007e-7,0.000045219313,0.19430046,0.00031757003],"about_ca_topic_score_codex":0.038917582,"about_ca_topic_score_gemma":0.015588722,"teacher_disagreement_score":0.12935552,"about_ca_system_score_codex":0.0013770018,"about_ca_system_score_gemma":0.006549179,"threshold_uncertainty_score":0.9996466},"labels":[],"label_agreement":null},{"id":"W2781723960","doi":"10.2196/mhealth.9148","title":"A Mobile App to Screen for Neurocognitive Impairment: Preliminary Validation of NeuroScreen Among HIV-Infected South African Adults","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research; National Institute of Mental Health","keywords":"Medicine; mHealth; Neurocognitive; Psychoeducation; Gold standard (test); Health care; Test (biology); Neuropsychology; Psychological intervention; Family medicine; Gerontology; Psychiatry; Cognition","score_opus":0.02567733528493864,"score_gpt":0.332196025980329,"score_spread":0.30651869069539034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781723960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99297404,0.00024355965,0.00044059573,0.00024633508,0.000096037045,0.004066684,0.0015204413,0.00008046484,0.00033186434],"genre_scores_gemma":[0.9973215,0.000059774487,0.00018875662,0.00024782374,0.00007832976,0.0009411502,0.0007680153,0.000026192747,0.00036846343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998029,0.0002724001,0.00039800451,0.0004888797,0.0000726826,0.0007390662],"domain_scores_gemma":[0.9988464,0.00017246025,0.00021191848,0.0002474848,0.00024038421,0.00028131175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028222727,0.0002074258,0.00035298025,0.0002302622,0.00036661883,0.000011688936,0.00012446236,0.00013544249,0.000060407627],"category_scores_gemma":[0.000087381544,0.00017777819,0.00006439043,0.00025871876,0.0002513861,0.000079092315,0.00008617216,0.00017969462,0.00014657556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12157996,0.008144526,0.40992898,0.0066080815,0.0007714481,0.000039948114,0.10236204,0.00001588924,0.011920274,0.00047961954,0.05182398,0.28632525],"study_design_scores_gemma":[0.010693214,0.061622888,0.9061554,0.00022208653,0.00014779158,0.000027255051,0.0022013702,0.000066980356,0.010900469,0.000052170304,0.00754422,0.0003661364],"about_ca_topic_score_codex":0.00044046898,"about_ca_topic_score_gemma":0.000052845822,"teacher_disagreement_score":0.49622643,"about_ca_system_score_codex":0.00004935556,"about_ca_system_score_gemma":0.00023448655,"threshold_uncertainty_score":0.7249584},"labels":[],"label_agreement":null},{"id":"W2782045143","doi":"","title":"Using Google Glass in Non-Surgical Settings: A systematic review.","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science","score_opus":0.10574519579872874,"score_gpt":0.45714813583903885,"score_spread":0.35140294004031014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782045143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706224,0.009703123,0.00002708082,0.006929478,0.00017087563,0.002666952,0.0000053415392,0.000060414255,0.009814314],"genre_scores_gemma":[0.9934981,0.0018590052,0.00026097093,0.0040566935,0.00013361586,0.00004465997,0.0000073430774,0.000016210883,0.00012339815],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99827385,0.00010945565,0.0006573403,0.0002820418,0.00025250978,0.00042481895],"domain_scores_gemma":[0.998507,0.0001422622,0.0003849908,0.0004029586,0.000049166094,0.00051358086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012423887,0.00014684419,0.00083498424,0.000082499944,0.00034673297,0.000037824833,0.00008322028,0.000097156226,0.000036541904],"category_scores_gemma":[0.00029711818,0.00011116557,0.00006521625,0.00010847761,0.00006145498,0.00009559514,0.000038165937,0.00030115776,0.00001777291],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031447955,0.00026765617,0.048824217,0.94309354,0.000026407228,0.0003796289,0.0008195888,0.0000044878166,0.000004047502,0.00078547763,0.00020603782,0.005274446],"study_design_scores_gemma":[0.02780551,0.00092066324,0.4042306,0.49945563,0.0008581193,0.0012631721,0.0008910597,0.055720873,0.00000651197,0.00027301454,0.007704779,0.0008700791],"about_ca_topic_score_codex":0.00011443459,"about_ca_topic_score_gemma":0.000014787895,"teacher_disagreement_score":0.4436379,"about_ca_system_score_codex":0.00010896722,"about_ca_system_score_gemma":0.00019095448,"threshold_uncertainty_score":0.45332006},"labels":[],"label_agreement":null},{"id":"W2782171913","doi":"10.2196/mhealth.7626","title":"Privacy Policies for Apps Targeted Toward Youth: Descriptive Analysis of Readability","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Human Genome Research Institute","keywords":"Readability; Internet privacy; Descriptive statistics; Privacy policy; Mobile apps; Psychology; Computer science; World Wide Web; Information privacy","score_opus":0.1760241075292829,"score_gpt":0.4868348170146264,"score_spread":0.3108107094853435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782171913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97119486,0.0013678727,0.0056421836,0.0068731112,0.0005382106,0.010072127,0.0021176464,0.0002554783,0.0019384988],"genre_scores_gemma":[0.9833437,0.0014246427,0.0035473746,0.0044589634,0.00075134146,0.0056035426,0.00049786933,0.00005099721,0.0003215464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99394464,0.00070122676,0.0022125898,0.0008927778,0.00038741363,0.0018613586],"domain_scores_gemma":[0.99403286,0.0010577977,0.0013139542,0.0009776234,0.0010009459,0.0016168032],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002792484,0.00037250196,0.0013204905,0.000790696,0.0019895923,0.000010327827,0.00034448662,0.00045765718,0.00017816259],"category_scores_gemma":[0.0006258784,0.000331834,0.00020967121,0.002075742,0.0004992567,0.00014630954,0.00013800005,0.00064597634,0.000031568474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060302443,0.0016338857,0.48102105,0.030615496,0.00085408596,7.173786e-7,0.2541613,0.000008268568,0.0002190996,0.08391566,0.053079646,0.08846055],"study_design_scores_gemma":[0.002903429,0.0020451082,0.81502366,0.0002690335,0.0018386967,0.000001275438,0.02785062,0.0018465555,0.00007170227,0.0040729605,0.14348441,0.00059254543],"about_ca_topic_score_codex":0.0056591174,"about_ca_topic_score_gemma":0.0015765917,"teacher_disagreement_score":0.3340026,"about_ca_system_score_codex":0.0004794611,"about_ca_system_score_gemma":0.0026215557,"threshold_uncertainty_score":0.9999134},"labels":[],"label_agreement":null},{"id":"W2782297289","doi":"10.2196/mhealth.8719","title":"Importance of Active Participation in Obesity Management Through Mobile Health Care Programs: Substudy of a Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; Weight loss; Medicine; Randomized controlled trial; Physical therapy; Obesity; mHealth; Weight management; Anthropometry; Mobile phone; Intervention (counseling); Gerontology; Family medicine; Psychological intervention; Nursing; Surgery; Internal medicine; Computer science","score_opus":0.06294239265070488,"score_gpt":0.4873580439903808,"score_spread":0.4244156513396759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782297289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.903476,0.0033689954,0.00016999956,0.0007906747,0.00053783605,0.088609494,0.00005724901,0.00008521859,0.0029045197],"genre_scores_gemma":[0.8747227,0.0047465074,0.0012222909,0.0015626298,0.00027090177,0.11725364,0.00010719509,0.00003651799,0.0000775908],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98914367,0.0030564715,0.0048968624,0.0007721499,0.0006115949,0.0015192382],"domain_scores_gemma":[0.9928361,0.0011023437,0.003932632,0.00073423405,0.0006446094,0.000750059],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005609718,0.0003845804,0.0035532946,0.00035559465,0.00085638405,0.000005476225,0.00023682302,0.0002718451,0.000075407246],"category_scores_gemma":[0.00023713376,0.00031545025,0.00023003567,0.00090392446,0.00048664512,0.00016472094,0.00010297476,0.0006777705,0.000013674611],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8496702,0.002385446,0.023295784,0.015328867,0.000090741865,0.0000012172835,0.041951865,0.0000017706318,0.0000011410442,0.021565301,0.000475538,0.045232184],"study_design_scores_gemma":[0.9291009,0.0042318827,0.04631214,0.00073891366,0.00017906568,6.5290635e-7,0.014984609,0.0001162473,0.0000061936607,0.0015115137,0.0025745009,0.00024338797],"about_ca_topic_score_codex":0.0026153172,"about_ca_topic_score_gemma":0.004925039,"teacher_disagreement_score":0.07943075,"about_ca_system_score_codex":0.00059942476,"about_ca_system_score_gemma":0.0028573333,"threshold_uncertainty_score":0.9999298},"labels":[],"label_agreement":null},{"id":"W2782452598","doi":"10.2196/mhealth.8851","title":"Health Information Technology Usability Evaluation Scale (Health-ITUES) for Usability Assessment of Mobile Health Technology: Validation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":264,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Usability; mHealth; System usability scale; Cronbach's alpha; Digital health; Mobile technology; Scale (ratio); Psychological intervention; Mobile device; Computer science; Heuristic evaluation; Medicine; Health care; World Wide Web; Psychometrics; Nursing; Human–computer interaction; Clinical psychology","score_opus":0.09114779364666377,"score_gpt":0.5377377175482898,"score_spread":0.44658992390162605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782452598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80196,0.0022341872,0.014972537,0.064421445,0.0015835563,0.11261544,0.00087924,0.00087111775,0.00046251394],"genre_scores_gemma":[0.88687044,0.00136944,0.012653975,0.006059592,0.00042615246,0.09187608,0.0006440896,0.00006609512,0.000034150977],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9844211,0.0031145401,0.006667414,0.0015443459,0.0012764155,0.0029762015],"domain_scores_gemma":[0.9870511,0.00078467734,0.00556295,0.002053088,0.0026804428,0.001867733],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.025313638,0.0006619483,0.0022788793,0.0017234343,0.005526438,0.0000303519,0.000608197,0.0007528032,0.00015500752],"category_scores_gemma":[0.0008468841,0.00064901146,0.0001361712,0.0030348804,0.0008438995,0.00066964934,0.00028735618,0.0015885032,0.00006103942],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00032814324,0.0019422626,0.29826128,0.013599569,0.000030057354,4.6185633e-8,0.006111356,0.00001673769,0.0000060684447,0.009190369,0.007532422,0.6629817],"study_design_scores_gemma":[0.015490806,0.036952958,0.70241857,0.0012232931,0.00015033099,0.000015861911,0.052787036,0.007517941,0.00002922054,0.015201536,0.16714995,0.0010625257],"about_ca_topic_score_codex":0.0031372036,"about_ca_topic_score_gemma":0.0038190405,"teacher_disagreement_score":0.6619192,"about_ca_system_score_codex":0.004177358,"about_ca_system_score_gemma":0.02469373,"threshold_uncertainty_score":0.9996454},"labels":[],"label_agreement":null},{"id":"W2782466666","doi":"10.2196/mhealth.7948","title":"Physical Activity Assessment Using an Activity Tracker in Patients with Rheumatoid Arthritis and Axial Spondyloarthritis: Prospective Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer; Eli Lilly and Company","keywords":"Medicine; Observational study; Rheumatoid arthritis; Physical therapy; Activity tracker; BASDAI; Axial spondyloarthritis; Population; BASFI; Physical activity; Ankylosing spondylitis; Prospective cohort study; Internal medicine; Logistic regression; Sacroiliitis; Psoriatic arthritis","score_opus":0.06960205583560088,"score_gpt":0.39542209667217487,"score_spread":0.325820040836574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782466666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668735,0.00015131923,0.000010451992,0.00019389669,0.000096516735,0.0026203252,0.00007924193,0.0000441427,0.00011675086],"genre_scores_gemma":[0.9987862,0.00019197071,0.0004199164,0.00016520082,0.00019426674,0.00017735537,0.000027233646,0.00003306253,0.0000048054644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978421,0.00017121724,0.00025081667,0.0006944904,0.00047932737,0.00056205207],"domain_scores_gemma":[0.9989169,0.000053614775,0.0001724879,0.00023880463,0.00018523818,0.00043293874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024243174,0.00030437077,0.00067852106,0.00010835835,0.00058996293,0.00004385871,0.000035930534,0.00007876432,0.000012456712],"category_scores_gemma":[0.000013385727,0.0002577915,0.000027370113,0.00025633478,0.00029815777,0.00045951962,0.000053357468,0.00034364752,0.000001580153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029166779,0.008449329,0.93193084,0.00008867458,0.000046499666,0.00003100556,0.0019154202,2.2004212e-7,0.00001344549,0.00023727732,0.0000052707273,0.054365367],"study_design_scores_gemma":[0.017680833,0.011981064,0.9690961,0.00023260979,0.00003407057,0.000028444927,0.00045355753,0.00017622691,0.000014932354,0.000083353414,0.000017965474,0.00020082078],"about_ca_topic_score_codex":0.0015415004,"about_ca_topic_score_gemma":0.0037096406,"teacher_disagreement_score":0.054164547,"about_ca_system_score_codex":0.00030877994,"about_ca_system_score_gemma":0.00036994164,"threshold_uncertainty_score":0.9999874},"labels":[],"label_agreement":null},{"id":"W2782589719","doi":"10.2196/mhealth.8636","title":"Hospital-Owned Apps in Taiwan: Nationwide Survey","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Medical emergency; Business; Internet privacy; Computer science","score_opus":0.08122904550595414,"score_gpt":0.46528159919846096,"score_spread":0.3840525536925068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782589719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9401712,0.0018317428,0.00046113308,0.0313712,0.0021725064,0.010223057,0.00025760374,0.00040896493,0.013102631],"genre_scores_gemma":[0.973068,0.0023297784,0.00076367887,0.0144480625,0.0012311842,0.0067520663,0.00023727036,0.00007300342,0.0010969588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928829,0.001500052,0.0019421467,0.0009685082,0.00045401338,0.0022523543],"domain_scores_gemma":[0.9952647,0.00082181237,0.00075815857,0.0007784988,0.0005628398,0.0018139821],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0048987125,0.00038361896,0.00074246817,0.00052903465,0.0022175647,0.000018770994,0.00032810526,0.0005295089,0.00041794276],"category_scores_gemma":[0.0006418383,0.00036324534,0.00004755138,0.001360076,0.00029060416,0.00022466152,0.00014132941,0.0013733314,0.000898243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054698874,0.0004733683,0.8482597,0.0032543736,0.000008260713,0.000003701945,0.005784635,6.52123e-7,0.0000059439767,0.019186584,0.0591174,0.0633584],"study_design_scores_gemma":[0.0022156725,0.00048565795,0.82127845,0.00017827832,0.000009113719,0.000002388011,0.0009402348,0.00021529815,0.0000013213233,0.0014924872,0.17291509,0.0002660109],"about_ca_topic_score_codex":0.004565457,"about_ca_topic_score_gemma":0.020144185,"teacher_disagreement_score":0.11379769,"about_ca_system_score_codex":0.0005013444,"about_ca_system_score_gemma":0.003454218,"threshold_uncertainty_score":0.9998819},"labels":[],"label_agreement":null},{"id":"W2783016408","doi":"10.2196/mhealth.7800","title":"Hearing Tests Based on Biologically Calibrated Mobile Devices: Comparison With Pure-Tone Audiometry","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu","keywords":"Headphones; Audiology; Absolute threshold of hearing; Pure tone audiometry; Audiometry; Medicine; Pure tone; Audiometer; Hearing loss; Audiologist; Standard deviation; Computer science; Acoustics; Mathematics; Statistics","score_opus":0.09246890147760028,"score_gpt":0.40920985537293786,"score_spread":0.3167409538953376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783016408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959968,0.000078377525,0.0003350415,0.0013693551,0.0001456928,0.00079679326,0.000013155939,0.00020038088,0.0010644447],"genre_scores_gemma":[0.99302095,0.000020004341,0.0010114535,0.00563302,0.00015709888,0.00009022129,0.0000072329685,0.000023072207,0.00003695895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976745,0.00030961345,0.00041944627,0.00066386344,0.00032018143,0.0006123567],"domain_scores_gemma":[0.99836624,0.00055725477,0.00019023105,0.00030256773,0.00007358026,0.00051011686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005247065,0.00021166292,0.00035373075,0.00023259898,0.00058360124,0.00007156567,0.00014075202,0.00014591214,0.000035001474],"category_scores_gemma":[0.00017682156,0.00014052019,0.0000277358,0.00089922315,0.00035990967,0.000111353605,0.000032831627,0.0003359876,0.000047552552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035543835,0.003579592,0.828273,0.0047931876,0.0000133044305,0.000040191848,0.0036931373,0.0010285219,0.071375675,0.0027968439,0.0024224,0.078429796],"study_design_scores_gemma":[0.0012490168,0.010043626,0.9650068,0.000240235,0.000008720447,0.000010933682,0.00014849736,0.01787616,0.0022411845,0.00007506094,0.0028005475,0.00029918645],"about_ca_topic_score_codex":0.00018323191,"about_ca_topic_score_gemma":0.00003858775,"teacher_disagreement_score":0.13673386,"about_ca_system_score_codex":0.00009540555,"about_ca_system_score_gemma":0.00040501147,"threshold_uncertainty_score":0.5730247},"labels":[],"label_agreement":null},{"id":"W2783127432","doi":"10.2196/mhealth.8873","title":"The Impact of mHealth Interventions: Systematic Review of Systematic Reviews","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1267,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pan American Health Organization; World Health Organization","keywords":"mHealth; Medicine; Psychological intervention; Systematic review; Checklist; Health care; Family medicine; MEDLINE; Nursing; Psychology","score_opus":0.30919735764819156,"score_gpt":0.5985756771253212,"score_spread":0.28937831947712966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783127432","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003585819,0.8998339,0.00005735542,0.00028181297,0.00072023645,0.09800908,0.00049232197,0.000091310205,0.00051041046],"genre_scores_gemma":[0.0000109483635,0.90860313,0.00014332021,0.000801319,0.0004252863,0.08893374,0.00024684,0.00015122164,0.00068416545],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.958361,0.016462663,0.020872653,0.001113617,0.00090276933,0.0022872824],"domain_scores_gemma":[0.9561323,0.009258163,0.02762267,0.0037573685,0.0012852459,0.0019442575],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.029525198,0.0012694185,0.016497588,0.000681271,0.0023178211,0.000020577918,0.0015243918,0.0009787604,0.00013637722],"category_scores_gemma":[0.0071291113,0.00067373726,0.002940935,0.0020477448,0.00050432276,0.00013883306,0.0003344761,0.002393247,0.0004125781],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021886475,0.00016363845,0.000007979275,0.9577704,0.00015705427,4.372822e-7,0.00020610269,9.698263e-9,4.1252215e-9,0.0018214099,0.023907365,0.015943723],"study_design_scores_gemma":[0.00033020406,0.0006346924,0.00002054406,0.86503965,0.0041113617,0.00003343119,0.00014167147,0.000005521978,4.2084656e-9,0.00012117892,0.1292601,0.00030165655],"about_ca_topic_score_codex":0.0006552401,"about_ca_topic_score_gemma":0.00015044681,"teacher_disagreement_score":0.10535273,"about_ca_system_score_codex":0.0015091676,"about_ca_system_score_gemma":0.012051253,"threshold_uncertainty_score":0.99990827},"labels":[],"label_agreement":null},{"id":"W2783222616","doi":"10.2196/mhealth.7780","title":"Toward mHealth Brief Contact Interventions in Suicide Prevention: Case Series From the Suicide Intervention Assisted by Messages (SIAM) Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fondation de France; Australian Academy of Science; Fondation de l'Avenir pour la Recherche Médicale Appliquée","keywords":"mHealth; Psychological intervention; Randomized controlled trial; Intervention (counseling); Suicide prevention; Medicine; Poison control; Psychology; Medical emergency; Psychiatry","score_opus":0.10973503535327417,"score_gpt":0.4365030566609867,"score_spread":0.32676802130771254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783222616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94600457,0.028266696,0.00064693636,0.011128948,0.0025706128,0.009069244,0.00019594957,0.0001778564,0.001939198],"genre_scores_gemma":[0.98945755,0.0019500647,0.000110927074,0.0019824626,0.00083559,0.0031736412,0.00019913382,0.000052709438,0.002237922],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98975986,0.0050807563,0.0028307112,0.0008920192,0.00038337626,0.0010532743],"domain_scores_gemma":[0.99478674,0.00258059,0.0013767376,0.0006117699,0.00022172638,0.00042241078],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058932398,0.00053746626,0.0025480536,0.00026036912,0.00085931347,0.00014143516,0.00030726206,0.0003112525,0.0011837702],"category_scores_gemma":[0.0006627335,0.00037533033,0.00085289055,0.0004375728,0.00051382126,0.00029178022,0.00012279388,0.0007247649,0.00005161115],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9488681,0.001541227,0.0049932967,0.0005702406,0.0008184571,0.0002241547,0.010748204,1.197955e-7,0.0000062023514,0.0035270923,0.018564085,0.010138822],"study_design_scores_gemma":[0.95416987,0.003180437,0.027445355,0.00041608748,0.00076873414,0.00039854384,0.009856158,0.0000325828,0.000007187302,0.0020820892,0.0012307726,0.00041219575],"about_ca_topic_score_codex":0.023775179,"about_ca_topic_score_gemma":0.024699816,"teacher_disagreement_score":0.04345299,"about_ca_system_score_codex":0.00021607407,"about_ca_system_score_gemma":0.00027485212,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W2783243651","doi":"10.2196/mhealth.9179","title":"Young People’s, Parents’, and Professionals’ Views on Required Components of Mobile Apps to Support Self-Management of Juvenile Arthritis: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Autoimmune and Inflammatory Disorders Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Leeds","keywords":"Juvenile; Qualitative research; Self-management; Mobile apps; Psychology; Arthritis; mHealth; eHealth; Medicine; Internet privacy; Health care; Psychiatry; World Wide Web; Computer science; Psychological intervention; Sociology","score_opus":0.08148090364136372,"score_gpt":0.4544840732316586,"score_spread":0.3730031695902949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783243651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928716,0.001059184,0.000008992961,0.00040928085,0.000104720995,0.0042349384,0.000037872247,0.00003055024,0.0012428606],"genre_scores_gemma":[0.99701154,0.0014649271,0.00024698867,0.00029676224,0.000040179726,0.0005445588,0.00005560168,0.000021967766,0.0003174714],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997092,0.0003808748,0.0010520777,0.00040131435,0.00061921147,0.00045449298],"domain_scores_gemma":[0.9985798,0.00007128776,0.0003699451,0.00036271467,0.00020605429,0.00041020685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016324741,0.00018906138,0.000847829,0.00022137698,0.00021377766,0.0000069255425,0.00009959801,0.000070052134,0.0000704087],"category_scores_gemma":[0.00002233189,0.0001559875,0.000041335585,0.00031682773,0.000121545694,0.00007754556,0.00013463854,0.00019284947,0.000023759076],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006780429,0.014615824,0.143252,0.02308481,0.0004359595,0.000038772832,0.71355426,8.0890567e-7,0.00030209872,0.0011892633,0.014473256,0.08227252],"study_design_scores_gemma":[0.00843053,0.02279581,0.7038453,0.0017701144,0.00008903249,0.00001159086,0.25720116,0.000047236375,0.00008453694,0.000078662124,0.005404908,0.00024111939],"about_ca_topic_score_codex":0.00025917104,"about_ca_topic_score_gemma":0.00017049463,"teacher_disagreement_score":0.5605933,"about_ca_system_score_codex":0.00006270037,"about_ca_system_score_gemma":0.000301728,"threshold_uncertainty_score":0.6360985},"labels":[],"label_agreement":null},{"id":"W2783252359","doi":"10.2196/mhealth.9236","title":"Development and Evaluation of a Mobile Personalized Blood Glucose Prediction System for Patients With Gestational Diabetes Mellitus","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Russian Science Foundation","keywords":"Gestational diabetes; mHealth; Computer science; Recommender system; Software; Diabetes mellitus; Medicine; Pregnancy; Machine learning; Psychological intervention; Gestation","score_opus":0.038989677384041785,"score_gpt":0.3545549508173871,"score_spread":0.3155652734333453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783252359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955606,0.0010196255,0.00010018432,0.00012769856,0.000040684925,0.002936677,0.00009645029,0.00002193798,0.00009615967],"genre_scores_gemma":[0.9917279,0.00012783079,0.006388907,0.000099352364,0.0000645044,0.0010882195,0.00045966223,0.000012101871,0.00003155949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983978,0.000069082475,0.0003072481,0.00024256513,0.00069405546,0.00028925113],"domain_scores_gemma":[0.99850756,0.000083303516,0.00014972831,0.00008485456,0.0008857075,0.00028884615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089364994,0.000102860715,0.0002077741,0.00013978539,0.00018077805,0.000011315867,0.000023053868,0.00003851318,0.000012138931],"category_scores_gemma":[0.000049302937,0.000080395526,0.0000146877255,0.00011294788,0.00010356109,0.00006990585,0.000014489654,0.000051713952,0.0000012398798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004450579,0.0028465588,0.48877856,0.04788385,0.0006190557,0.0000011529796,0.00970308,0.000016589029,0.0003798031,0.005925079,0.00095554785,0.43844014],"study_design_scores_gemma":[0.010321483,0.0041684676,0.9768801,0.00037450937,0.00032070602,0.0000013115032,0.000728528,0.0038862797,0.0003643224,0.00006278242,0.0028024807,0.000089077694],"about_ca_topic_score_codex":0.000010036016,"about_ca_topic_score_gemma":0.000009653732,"teacher_disagreement_score":0.48810148,"about_ca_system_score_codex":0.0001338883,"about_ca_system_score_gemma":0.0006250636,"threshold_uncertainty_score":0.32784343},"labels":[],"label_agreement":null},{"id":"W2783382901","doi":"10.2196/mhealth.8513","title":"Tanzania Health Information Technology (T-HIT) System: Pilot Test of a Tablet-Based System to Improve Prevention of Mother-to-Child Transmission of HIV","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Mental Health","keywords":"Tanzania; mHealth; Medicine; Environmental health; Family medicine; Test (biology); Intervention (counseling); Developing country; Medical emergency; Nursing; Psychological intervention","score_opus":0.026282446526389534,"score_gpt":0.3826151605038429,"score_spread":0.35633271397745336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783382901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63413256,0.002668219,0.21813734,0.05578401,0.0021092184,0.07290641,0.0036584518,0.00138699,0.009216775],"genre_scores_gemma":[0.9810785,0.00020552291,0.01097859,0.0028463807,0.00022381252,0.004427538,0.000099561476,0.000058002428,0.000082094586],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926685,0.00059824984,0.004095325,0.00060255796,0.00060794357,0.001427387],"domain_scores_gemma":[0.9926747,0.00040824848,0.003108103,0.000993323,0.0010765566,0.0017390391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031763257,0.0003945072,0.0014274248,0.0013767406,0.0011303697,0.000005927713,0.000398142,0.00044317907,0.000040234245],"category_scores_gemma":[0.0002106481,0.00036359235,0.00008563749,0.0020089787,0.00018357701,0.00018581483,0.0000916061,0.0006544894,0.000088693014],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00700361,0.0025685139,0.029240232,0.4848276,0.0000620262,0.0000010068326,0.01137362,0.0000910523,0.0031753716,0.10168765,0.018855102,0.3411142],"study_design_scores_gemma":[0.04478879,0.11779556,0.23719323,0.08400755,0.0006156775,0.00008632903,0.05029239,0.024202203,0.006823592,0.0009947701,0.43018678,0.0030131538],"about_ca_topic_score_codex":0.0020537882,"about_ca_topic_score_gemma":0.0002998958,"teacher_disagreement_score":0.41133165,"about_ca_system_score_codex":0.00079297874,"about_ca_system_score_gemma":0.0051993723,"threshold_uncertainty_score":0.9998816},"labels":[],"label_agreement":null},{"id":"W2783413804","doi":"10.2196/mhealth.8998","title":"Effectiveness and Appropriateness of mHealth Interventions for Maternal and Child Health: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Child health; Reproductive health; Psychology; Family medicine; Nursing; Environmental health; Population","score_opus":0.15770508271692213,"score_gpt":0.5339944244075119,"score_spread":0.37628934169058975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783413804","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010553861,0.9344962,0.0005224723,0.0014685933,0.0007470517,0.061135855,0.0012940784,0.00015156044,0.00007865327],"genre_scores_gemma":[0.00013030111,0.9329687,0.00065844355,0.0023603167,0.00047191008,0.06271352,0.0003820883,0.00019767202,0.000117075266],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9833321,0.005200585,0.007040211,0.0017135073,0.0004953649,0.0022182325],"domain_scores_gemma":[0.9852289,0.0032014481,0.007110611,0.0012588162,0.00056089176,0.0026393586],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012083076,0.0011212345,0.00928679,0.0007435789,0.002956119,0.000030318532,0.00047829037,0.0009581672,0.000027881533],"category_scores_gemma":[0.0007002685,0.0008837747,0.0005547262,0.00077478477,0.0004308734,0.00016279047,0.0003462187,0.0017233111,0.000029212248],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007075189,0.000107361724,0.000057720725,0.85919136,0.000082178696,4.7013344e-7,0.00017015643,8.615687e-9,5.943314e-9,0.0038321235,0.0012402235,0.13524762],"study_design_scores_gemma":[0.0013482992,0.0009084857,0.00089986465,0.8378815,0.0019858244,0.000104922634,0.000092606635,0.000008866371,3.0849147e-8,0.00033295527,0.15600027,0.00043639838],"about_ca_topic_score_codex":0.00063575566,"about_ca_topic_score_gemma":0.00019357615,"teacher_disagreement_score":0.15476005,"about_ca_system_score_codex":0.0006517258,"about_ca_system_score_gemma":0.0048559895,"threshold_uncertainty_score":0.9993613},"labels":[],"label_agreement":null},{"id":"W2783475269","doi":"10.2196/mhealth.7734","title":"Usage of an Exercise App in the Care for People With Osteoarthritis: User-Driven Exploratory Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Physical therapy; Quality of life (healthcare); Medicine; Exploratory research; Physical medicine and rehabilitation; Psychology; Gerontology; Alternative medicine; Nursing","score_opus":0.031256915071139216,"score_gpt":0.33935341226425897,"score_spread":0.30809649719311977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783475269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925527,0.0016403673,0.000011343617,0.00020197386,0.00009190036,0.0052659656,0.00004970334,0.00003896879,0.00014706526],"genre_scores_gemma":[0.9973194,0.00016950052,0.0007792831,0.00036362835,0.00018495113,0.0010470374,0.00007020467,0.00002999495,0.000036010362],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99850935,0.00011954918,0.00033423008,0.0003521551,0.00026402838,0.00042070908],"domain_scores_gemma":[0.99899447,0.000050224273,0.00013222655,0.00039397614,0.00014812237,0.00028098843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421426,0.00018302923,0.0005041304,0.00013094587,0.00023072325,0.000015780972,0.00009324859,0.00007601473,0.000008775187],"category_scores_gemma":[0.000008742933,0.00012214083,0.000032585092,0.00024058802,0.000083191895,0.00013527773,0.000018355322,0.00013926688,0.0000032542898],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010004213,0.004150638,0.1861017,0.0048284167,0.000026034562,0.00012443248,0.33919024,7.505969e-7,0.00019849074,0.00054126524,0.00029998927,0.45453382],"study_design_scores_gemma":[0.05513242,0.23621386,0.3358932,0.0017603413,0.00057964015,0.00012598114,0.36565685,0.000037420836,0.00072508754,0.00014067297,0.0032024013,0.0005321205],"about_ca_topic_score_codex":0.00012970695,"about_ca_topic_score_gemma":0.013294097,"teacher_disagreement_score":0.4540017,"about_ca_system_score_codex":0.000047114576,"about_ca_system_score_gemma":0.0003481009,"threshold_uncertainty_score":0.74184185},"labels":[],"label_agreement":null},{"id":"W2783628593","doi":"10.2196/mhealth.7713","title":"Face-to-Face Versus Mobile Versus Blended Weight Loss Program: Randomized Clinical Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Weight loss; Medicine; Computer science; Psychology; Obesity; Internal medicine","score_opus":0.1619086360112847,"score_gpt":0.5498663067999641,"score_spread":0.3879576707886794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783628593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8315064,0.0023689182,0.0017869538,0.025228549,0.027305948,0.09337369,0.0002791711,0.0017379208,0.016412461],"genre_scores_gemma":[0.83324134,0.013287452,0.0055590677,0.012038232,0.012300401,0.12082298,0.0003026141,0.00021897153,0.0022289378],"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","domain_scores_codex":[0.98462033,0.0046739597,0.004460629,0.001803031,0.00085918925,0.003582847],"domain_scores_gemma":[0.9831562,0.0072646886,0.0016267303,0.0015890083,0.00064982474,0.0057135597],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010991664,0.0007495975,0.002458772,0.0004307236,0.0036082657,0.000042585798,0.0006720796,0.0010981521,0.00070263137],"category_scores_gemma":[0.001839392,0.0006403757,0.00034944914,0.0011864343,0.0009722658,0.00021282982,0.00033761747,0.0024447201,0.0025568386],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.76487756,0.00086827896,0.000505429,0.0015132197,0.00006242404,0.0000034938619,0.0018673594,0.000001099862,4.5968522e-7,0.0071840654,0.040373128,0.1827435],"study_design_scores_gemma":[0.49285233,0.0068692355,0.0012384036,0.00012051558,0.00015193697,0.0000020096977,0.00081071915,0.0003713667,0.0000013029209,0.00025554924,0.49694902,0.00037760852],"about_ca_topic_score_codex":0.00063692697,"about_ca_topic_score_gemma":0.00082627614,"teacher_disagreement_score":0.4565759,"about_ca_system_score_codex":0.00063266966,"about_ca_system_score_gemma":0.00689736,"threshold_uncertainty_score":0.99985665},"labels":[],"label_agreement":null},{"id":"W2783919666","doi":"10.2196/mhealth.7702","title":"Comparing Diet and Exercise Monitoring Using Smartphone App and Paper Diary: A Two-Phase Intervention Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; European Commission; University of East Anglia","keywords":"mHealth; Smartphone app; Intervention (counseling); Medicine; Smartphone application; Gerontology; Psychological intervention; Physical therapy; Psychology; Multimedia; Nursing; World Wide Web; Computer science","score_opus":0.13103132066947962,"score_gpt":0.5091938908652934,"score_spread":0.3781625701958138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783919666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98592395,0.004992334,0.0003832104,0.0007980025,0.0008655625,0.0064849216,0.00002938166,0.0002167893,0.00030586214],"genre_scores_gemma":[0.98930866,0.0040838188,0.001020141,0.00094813865,0.0012335809,0.003212447,0.000024408444,0.00006591157,0.000102904225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949492,0.0008483322,0.0014853199,0.0009239993,0.00032187352,0.0014712476],"domain_scores_gemma":[0.9962928,0.00037675578,0.00066151447,0.00053600204,0.00022069422,0.0019122314],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002976645,0.00039848528,0.00084949244,0.00030808282,0.0036782569,0.000046223173,0.00013894505,0.0002273582,0.000059631107],"category_scores_gemma":[0.00008759257,0.00037884834,0.00004104052,0.00043524936,0.0002497567,0.0003432102,0.00028721537,0.0009603926,0.00003267794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002132097,0.0011588671,0.8100339,0.0065737274,0.000023292143,0.0000054105662,0.011917671,6.7902556e-7,0.0000687212,0.0006316234,0.00093701575,0.166517],"study_design_scores_gemma":[0.017443629,0.0033616836,0.9468395,0.0017329344,0.00023888046,0.000021888403,0.014825771,0.0034014946,0.000007871318,0.0006363246,0.010916352,0.00057365454],"about_ca_topic_score_codex":0.004878462,"about_ca_topic_score_gemma":0.0013349297,"teacher_disagreement_score":0.16594335,"about_ca_system_score_codex":0.00025750833,"about_ca_system_score_gemma":0.00054332864,"threshold_uncertainty_score":0.99986637},"labels":[],"label_agreement":null},{"id":"W2784293665","doi":"10.2196/mhealth.6432","title":"Medication Adherence Apps: Review and Content Analysis","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":243,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Imperial College London; National Institute for Health and Care Research","keywords":"Medication adherence; mHealth; Digital health; Medicine; Internet privacy; Health care; Telehealth; Smartphone app; Telemedicine; Family medicine; Nursing; Computer science; Psychological intervention","score_opus":0.3274043716205786,"score_gpt":0.5634944980913225,"score_spread":0.23609012647074384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784293665","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013446046,0.97718173,0.00014064176,0.0031184445,0.0005494827,0.016699549,0.0004480836,0.000231858,0.0016167844],"genre_scores_gemma":[0.000018019799,0.9502638,0.00041836864,0.014140525,0.0008690237,0.03173219,0.0011831999,0.00008334212,0.001291529],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890412,0.0023109308,0.004371737,0.0017311411,0.00056031096,0.001984657],"domain_scores_gemma":[0.9896086,0.0013895076,0.0037367004,0.001491654,0.0004646712,0.0033088983],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0047682547,0.0008850178,0.005190318,0.000837468,0.0022682447,0.000021129306,0.0004887463,0.0011604178,0.0005960641],"category_scores_gemma":[0.00041096052,0.0006940764,0.00036359846,0.0022278642,0.00038211542,0.00013596164,0.00026046686,0.0023655265,0.00057761377],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009811517,0.000049280607,0.0001711351,0.384952,0.000120097626,7.1283495e-7,0.00012764524,2.111797e-9,2.3396896e-9,0.0016518718,0.032429866,0.58048755],"study_design_scores_gemma":[0.00045040064,0.00023181822,0.0011199125,0.03357389,0.009128255,0.000015614647,0.00012566529,0.00000783965,1.8806148e-9,0.000082236635,0.9548442,0.00042020433],"about_ca_topic_score_codex":0.0009046548,"about_ca_topic_score_gemma":0.0005856801,"teacher_disagreement_score":0.9224143,"about_ca_system_score_codex":0.0005962953,"about_ca_system_score_gemma":0.0061519877,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W2784391784","doi":"10.2196/mhealth.8478","title":"Concussion Assessment With Smartglasses: Validation Study of Balance Measurement Toward a Lightweight, Multimodal, Field-Ready Platform","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences","keywords":"Concussion; Balance (ability); Computer science; Field (mathematics); Poison control; Injury prevention; Physical medicine and rehabilitation; Medicine; Medical emergency","score_opus":0.18975536941682367,"score_gpt":0.4536485310706929,"score_spread":0.2638931616538692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784391784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912673,0.0000811562,0.0009034501,0.0029263124,0.00012760852,0.0027797197,0.000008883316,0.00006098292,0.0018445789],"genre_scores_gemma":[0.99652004,0.00007959994,0.00236623,0.0005361343,0.00019907845,0.00019085957,0.000019316854,0.000024859199,0.000063866006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701864,0.00015202844,0.0006456079,0.0004339516,0.0012381753,0.00051157916],"domain_scores_gemma":[0.9980082,0.00015102056,0.00030045115,0.00045206386,0.0005624799,0.0005257777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013363686,0.00021220445,0.00054840127,0.00018674163,0.00022788509,0.00002517222,0.000108705375,0.00010896063,0.00008762521],"category_scores_gemma":[0.00007809576,0.00013962158,0.000025625224,0.00029508877,0.00010218264,0.00013426179,0.000046431105,0.0003545903,0.0000094195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010568522,0.008738752,0.8504349,0.011324187,0.0003769784,0.000043970016,0.026282119,0.0000022880101,0.0014996266,0.0013608905,0.009420299,0.079947494],"study_design_scores_gemma":[0.012361408,0.040210973,0.93625146,0.0008061553,0.00015878066,0.000045433484,0.0052787955,0.0016603391,0.0014884048,0.00006710383,0.0014193719,0.00025179793],"about_ca_topic_score_codex":0.00061909587,"about_ca_topic_score_gemma":0.00022425143,"teacher_disagreement_score":0.08581656,"about_ca_system_score_codex":0.0002807736,"about_ca_system_score_gemma":0.0011516571,"threshold_uncertainty_score":0.56936026},"labels":[],"label_agreement":null},{"id":"W2784480558","doi":"10.2196/mhealth.7849","title":"Using Mobile Health Intervention to Improve Secondary Prevention of Coronary Heart Diseases in China: Mixed-Methods Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute; University of Toronto","funders":"Zhejiang University; Fudan University; Duke Kunshan University; McMaster University; Johns Hopkins University","keywords":"Medicine; Usability; mHealth; Intervention (counseling); Odds ratio; Family medicine; Medication adherence; Physical therapy; Psychological intervention; Internal medicine; Nursing","score_opus":0.09953960310742917,"score_gpt":0.5602741183766652,"score_spread":0.46073451526923603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784480558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654133,0.0021452978,0.002855517,0.0010715325,0.0013720796,0.026565198,0.00027511604,0.00014002273,0.00016194314],"genre_scores_gemma":[0.97427905,0.0003378435,0.0096798,0.0023575067,0.00048711736,0.012571118,0.00008770833,0.00006750969,0.00013234066],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9882462,0.005115209,0.003237191,0.001236453,0.000429276,0.0017356838],"domain_scores_gemma":[0.99474597,0.00048647824,0.0013549685,0.0010254144,0.00033977575,0.002047374],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007620834,0.0004261021,0.001324778,0.0006419142,0.0015439745,0.00001282692,0.0002801064,0.00028483273,0.00025013313],"category_scores_gemma":[0.000265032,0.00042252254,0.00013603023,0.0011498817,0.0002012807,0.00026792893,0.00030885986,0.0011226716,0.000037616708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001601328,0.0044052503,0.47645038,0.011430747,0.000017195242,0.0000012339202,0.0061148577,0.000006803925,0.00008238093,0.0006564641,0.0025293727,0.49670398],"study_design_scores_gemma":[0.0038497443,0.009885467,0.972335,0.0006074379,0.000038582588,0.000005444937,0.007077236,0.0003502304,0.000010030606,0.0012202351,0.004365842,0.00025477578],"about_ca_topic_score_codex":0.007320825,"about_ca_topic_score_gemma":0.0050548506,"teacher_disagreement_score":0.4964492,"about_ca_system_score_codex":0.0012342131,"about_ca_system_score_gemma":0.004607655,"threshold_uncertainty_score":0.9998227},"labels":[],"label_agreement":null},{"id":"W2784483185","doi":"10.2196/mhealth.8619","title":"Prevalence of Health App Use Among Older Adults in Germany: National Survey","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Medicine; mHealth; Odds ratio; Gerontology; Health care; National Health Interview Survey; Smartphone app; Family medicine; Environmental health; Psychological intervention; Population; Nursing; World Wide Web","score_opus":0.10327605505174317,"score_gpt":0.4689339692254772,"score_spread":0.36565791417373406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784483185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98574805,0.0017436357,0.00020468632,0.0025766701,0.00060028693,0.0075450023,0.00053056283,0.00015161585,0.00089946087],"genre_scores_gemma":[0.98201764,0.004935526,0.00058556895,0.007676737,0.00041859286,0.0034388718,0.00013232486,0.000060719474,0.00073405256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99074787,0.0025206516,0.0030081775,0.0009794534,0.00074779947,0.00199606],"domain_scores_gemma":[0.9935474,0.0015757758,0.0017636517,0.00066612504,0.00096838665,0.0014786961],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008125467,0.00037874724,0.0009142227,0.00059363974,0.0014061908,0.00001201953,0.00032965184,0.00042995944,0.00028835214],"category_scores_gemma":[0.00065529975,0.0003680399,0.00005775677,0.0010943931,0.00044799136,0.0003722584,0.00014139213,0.0011628718,0.00011945587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039301036,0.00036938817,0.9481005,0.015358532,0.0000049720556,5.4242855e-7,0.0039916784,8.147705e-7,0.0000011374506,0.0029250102,0.012809367,0.01604506],"study_design_scores_gemma":[0.0023815306,0.00038762557,0.9884386,0.0013052411,0.0000069519997,0.0000026704377,0.00035913184,0.0003981243,9.62576e-7,0.0002643758,0.0062351506,0.00021965055],"about_ca_topic_score_codex":0.016354641,"about_ca_topic_score_gemma":0.011500495,"teacher_disagreement_score":0.0403381,"about_ca_system_score_codex":0.0006487168,"about_ca_system_score_gemma":0.0062173177,"threshold_uncertainty_score":0.99989384},"labels":[],"label_agreement":null},{"id":"W2784507508","doi":"10.2196/mhealth.8337","title":"A Breastfeed-Promoting Mobile App Intervention: Usability and Usefulness Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Breastfeeding; mHealth; Snowball sampling; Mobile phone; Medicine; Android (operating system); Psychological intervention; Nursing; Psychology; Internet privacy; Family medicine; Computer science; Pediatrics; Telecommunications","score_opus":0.058907510344947345,"score_gpt":0.4088147055334882,"score_spread":0.34990719518854085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784507508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99194264,0.0006385286,0.000018912478,0.005312607,0.00022491052,0.0012624708,0.000006262182,0.00010124516,0.0004924431],"genre_scores_gemma":[0.9981398,0.00008067991,0.0002124069,0.00071623985,0.0005530026,0.0001433058,0.0000040010004,0.000016793545,0.00013374494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810636,0.00016488781,0.0005171662,0.00051427423,0.0002551706,0.0004421569],"domain_scores_gemma":[0.9986293,0.00009886492,0.00025214333,0.00027652952,0.00016248602,0.0005806768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015891666,0.00018219407,0.00039606236,0.0000926617,0.0004404211,0.00006649774,0.0000694495,0.00008764902,0.00012461476],"category_scores_gemma":[0.00008583184,0.00014533024,0.00004013124,0.00023646952,0.00022672986,0.0002960826,0.00009301596,0.00032080055,0.000016036525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007396868,0.0014550352,0.5537448,0.0021892039,0.000036925052,0.00000860387,0.008901674,6.014696e-8,0.00001907189,0.0001344445,0.00030728712,0.4324632],"study_design_scores_gemma":[0.002189998,0.0057635508,0.9847375,0.00020025148,0.000111856214,0.00033847822,0.0031397003,0.00019513357,0.000015536747,0.0000874255,0.0030890766,0.00013147859],"about_ca_topic_score_codex":0.0014347584,"about_ca_topic_score_gemma":0.0002178534,"teacher_disagreement_score":0.4323317,"about_ca_system_score_codex":0.00007622252,"about_ca_system_score_gemma":0.00015090453,"threshold_uncertainty_score":0.5926395},"labels":[],"label_agreement":null},{"id":"W2785014992","doi":"10.2196/mhealth.9117","title":"Evaluating Machine Learning–Based Automated Personalized Daily Step Goals Delivered Through a Mobile Phone App: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research; Center for Information Technology Research in the Interest of Society; National Heart, Lung, and Blood Institute; Philippine-California Advanced Research Institutes; National Institutes of Health","keywords":"Randomized controlled trial; mHealth; Session (web analytics); Mobile phone; Phone; Intervention (counseling); Physical therapy; Medicine; Demographics; Computer science; Psychology; Psychological intervention; Nursing; World Wide Web; Surgery","score_opus":0.08042252672747538,"score_gpt":0.44258639885916173,"score_spread":0.3621638721316863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785014992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97671103,0.0022938468,0.00091823546,0.002887668,0.00041285995,0.014654587,0.000042280506,0.0009524984,0.0011270165],"genre_scores_gemma":[0.98590493,0.00081595324,0.0036234856,0.0051309345,0.001229596,0.0023183266,0.00016912182,0.000070133756,0.0007374916],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9930723,0.002499234,0.0015247619,0.00081950205,0.0009340894,0.0011501177],"domain_scores_gemma":[0.9950013,0.0021162622,0.0010564987,0.0003987079,0.00042921575,0.0009979974],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045925006,0.0005134912,0.004104754,0.00018740236,0.0010001746,0.00005369516,0.00012960468,0.00029561497,0.00045362892],"category_scores_gemma":[0.0011943979,0.00037454604,0.00046802312,0.0004849869,0.00061057135,0.00018773071,0.000051907515,0.0009581104,0.000096402524],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9884248,0.0019271758,0.00005408385,0.0014966704,0.00017236541,0.000008503937,0.002408422,0.000012691996,0.00030770642,0.0002442471,0.0009928191,0.003950507],"study_design_scores_gemma":[0.7387673,0.008749168,0.00016228178,0.00021535058,0.00053944206,0.000014817811,0.00017481277,0.24964724,0.000037208676,0.00013654429,0.0013171614,0.00023862741],"about_ca_topic_score_codex":0.0015225053,"about_ca_topic_score_gemma":0.00006812998,"teacher_disagreement_score":0.24965747,"about_ca_system_score_codex":0.00030039196,"about_ca_system_score_gemma":0.0021869051,"threshold_uncertainty_score":0.99987066},"labels":[],"label_agreement":null},{"id":"W2785130222","doi":"10.2196/mhealth.9186","title":"Translation and Validation of the Nomophobia Questionnaire in the Italian Language: Exploratory Factor Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Varimax rotation; Psychology; Exploratory factor analysis; Italian language; Snowball sampling; Cronbach's alpha; Clinical psychology; Psychometrics; Statistics; Mathematics","score_opus":0.05410170474718246,"score_gpt":0.39811176647182855,"score_spread":0.3440100617246461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785130222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906064,0.00048499263,0.00003298357,0.008275819,0.000077918405,0.00032577556,0.000007896287,0.000022209706,0.00016599943],"genre_scores_gemma":[0.99919707,0.00014407588,0.000030004492,0.0005374182,0.000062461375,0.000008779118,0.0000020558864,0.0000033063263,0.00001485983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988682,0.00041218317,0.00018932749,0.00012605128,0.00020547956,0.0001987512],"domain_scores_gemma":[0.9995659,0.000029879924,0.00014203214,0.00015507161,0.000037845657,0.00006929685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081949774,0.000060673534,0.000119326396,0.000117782394,0.00043507136,0.000023191064,0.00013412313,0.00009746328,0.000008303312],"category_scores_gemma":[0.00006920344,0.00003983297,0.000024830028,0.00070666126,0.00036627386,0.00012926318,0.000010557072,0.0001336371,0.0000012208627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035158253,0.00008472556,0.7535121,0.00015987064,0.000013251685,4.398256e-7,0.20121707,5.4193725e-7,0.000049989238,0.0007901286,0.0001371596,0.043999612],"study_design_scores_gemma":[0.0002180926,0.000058951446,0.9880636,0.000037332917,0.000036996324,4.0573167e-7,0.010953989,0.000039955787,0.00006244171,0.0002511936,0.00023037232,0.000046696914],"about_ca_topic_score_codex":0.0026910417,"about_ca_topic_score_gemma":0.011718084,"teacher_disagreement_score":0.23455152,"about_ca_system_score_codex":0.0000541799,"about_ca_system_score_gemma":0.00016546671,"threshold_uncertainty_score":0.6538966},"labels":[],"label_agreement":null},{"id":"W2785380482","doi":"10.2196/mhealth.8573","title":"Feasibility and Efficacy of a Parent-Focused, Text Message–Delivered Intervention to Reduce Sedentary Behavior in 2- to 4-Year-Old Children (Mini Movers): Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Randomized controlled trial; Screen time; Social cognitive theory; Intervention (counseling); Medicine; Physical therapy; Psychological intervention; Psychology; Developmental psychology; Nursing; Physical activity","score_opus":0.045661359588382404,"score_gpt":0.38127282918526534,"score_spread":0.3356114695968829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785380482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805719,0.00016144397,0.000009384027,0.0013045873,0.00026501546,0.01749084,0.00006246726,0.00004476562,0.000089572146],"genre_scores_gemma":[0.9977485,0.00009751334,0.00023688594,0.0006625725,0.00041030155,0.00068669044,0.000033909688,0.000028745157,0.00009485821],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9963342,0.00079293706,0.0011671416,0.00070597,0.0004548542,0.00054492813],"domain_scores_gemma":[0.99756956,0.0005053346,0.00040401204,0.00044067568,0.0001528585,0.00092757546],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019819466,0.00030698915,0.002149481,0.00029417907,0.00011498384,0.00002423016,0.000120940385,0.00011665585,0.000074277596],"category_scores_gemma":[0.00063405983,0.00025050816,0.00023945005,0.00035181228,0.00020926583,0.000116623385,0.00015130242,0.0003405796,0.000013536805],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8933179,0.012572516,0.088483036,0.00040465628,0.00006485484,0.000003178474,0.0007206101,2.2584246e-7,0.0000980678,0.00007608728,0.00030347146,0.0039554117],"study_design_scores_gemma":[0.4924459,0.0060545118,0.5008068,0.00016495274,0.00022382625,0.000003054357,0.000071844945,0.000015872482,0.00005868282,0.000046935125,0.0000037585478,0.00010388808],"about_ca_topic_score_codex":0.0040687257,"about_ca_topic_score_gemma":0.00061205437,"teacher_disagreement_score":0.41232374,"about_ca_system_score_codex":0.0002613393,"about_ca_system_score_gemma":0.00021329313,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W2785423854","doi":"10.2196/mhealth.8930","title":"Improving Refill Adherence in Medicare Patients With Tailored and Interactive Mobile Text Messaging: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medication adherence; Text messaging; Medicine; Text message; Medical emergency; Computer science; World Wide Web; Internal medicine","score_opus":0.05267857967078833,"score_gpt":0.38279716092013505,"score_spread":0.33011858124934673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785423854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959818,0.00037778882,0.000054843746,0.000600743,0.00008287473,0.0018160226,0.0000052530936,0.00004078186,0.0010398962],"genre_scores_gemma":[0.9969612,0.00011488827,0.00023111643,0.0018932788,0.000086312364,0.00035830602,0.000017137547,0.000016773365,0.00032100288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982679,0.00010343811,0.00039377742,0.00049211306,0.00034787634,0.00039491092],"domain_scores_gemma":[0.99865824,0.00007337285,0.00024341648,0.0002820254,0.0001988873,0.0005440874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003451504,0.00017523435,0.0003637384,0.00013812381,0.00015725252,0.000017400429,0.000082105704,0.000041688236,0.00015050705],"category_scores_gemma":[0.00007711569,0.000128688,0.00000784424,0.0002874435,0.00019133759,0.00013829101,0.00005324686,0.00035879962,0.000032898224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001813049,0.001391402,0.8761149,0.00074616674,0.000015628011,0.000010193173,0.004743549,4.5626926e-8,0.000018340152,0.000030778458,0.0009692224,0.114146695],"study_design_scores_gemma":[0.005390611,0.022538418,0.9644373,0.0004471844,0.00003399489,0.000009469177,0.005587065,0.00016660288,0.000007470786,0.000017715058,0.0012273034,0.00013688853],"about_ca_topic_score_codex":0.0006410688,"about_ca_topic_score_gemma":0.00024318011,"teacher_disagreement_score":0.11400981,"about_ca_system_score_codex":0.000098110446,"about_ca_system_score_gemma":0.00042239897,"threshold_uncertainty_score":0.52477443},"labels":[],"label_agreement":null},{"id":"W2785701891","doi":"10.2196/mhealth.8530","title":"A Text Message Intervention with Adaptive Goal Support to Reduce Alcohol Consumption Among Non-Treatment-Seeking Young Adults: Non-Randomized Clinical Trial with Voluntary Length of Enrollment","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychological intervention; Randomized controlled trial; Context (archaeology); Text message; Intervention (counseling); mHealth; Binge drinking; Psychology; Alcohol consumption; Short Message Service; Behavior change; Medicine; Clinical psychology; Computer science; Psychiatry; Social psychology; Environmental health; Alcohol; Suicide prevention; Poison control","score_opus":0.062285802511305915,"score_gpt":0.4077122798109605,"score_spread":0.3454264772996546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785701891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99118984,0.00021650965,0.0005568988,0.00032443777,0.00035001445,0.006959101,0.000017000266,0.00006229894,0.00032391117],"genre_scores_gemma":[0.9951145,0.00086713035,0.0020134624,0.0003694995,0.0005254483,0.00050583924,0.00011897748,0.00004847827,0.00043664937],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99662614,0.0003194243,0.0012618712,0.0007057623,0.00046456835,0.0006222338],"domain_scores_gemma":[0.9975711,0.00035068727,0.0007481129,0.00041628382,0.00023032042,0.0006835136],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013924253,0.00041799532,0.0015991279,0.00026046025,0.0002050238,0.000018340486,0.00007173552,0.00016815262,0.000093136245],"category_scores_gemma":[0.00005231744,0.00026194504,0.00023007294,0.00025035394,0.0005666929,0.00020005506,0.000027818955,0.00025091064,0.000022585804],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6806031,0.0011646835,0.2931122,0.00029180577,0.00043682358,0.00006022893,0.0065689445,5.074203e-7,0.0000067686183,0.000010105711,0.00016431279,0.017580533],"study_design_scores_gemma":[0.6411353,0.037602343,0.3146121,0.0015156771,0.0011195632,0.0000660038,0.0029490658,0.0005777462,0.00013154,0.000004496062,0.00003972137,0.00024649105],"about_ca_topic_score_codex":0.0011303397,"about_ca_topic_score_gemma":0.002368774,"teacher_disagreement_score":0.039467826,"about_ca_system_score_codex":0.00036009462,"about_ca_system_score_gemma":0.0005288081,"threshold_uncertainty_score":0.99998325},"labels":[],"label_agreement":null},{"id":"W2785814054","doi":"10.2196/mhealth.8996","title":"Exploring the Specific Needs of Persons with Multiple Sclerosis for mHealth Solutions for Physical Activity: Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"mHealth; Medicine; Multiple sclerosis; Psychology; Computer science; Gerontology; Psychological intervention; Psychiatry","score_opus":0.4207943027163107,"score_gpt":0.47271536659766006,"score_spread":0.05192106388134937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785814054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976915,0.00030991912,0.009458221,0.0058055175,0.00025131123,0.0069516785,0.00017961544,0.00007169975,0.000057012934],"genre_scores_gemma":[0.9846448,0.0009221367,0.009288151,0.00017098882,0.001136485,0.0037036268,0.000011072523,0.00005922358,0.00006357248],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970235,0.00037932568,0.0003976352,0.0004824375,0.00044501442,0.0012720809],"domain_scores_gemma":[0.9959215,0.002176108,0.0002654724,0.00057911844,0.00046073954,0.0005970831],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023654336,0.00029770436,0.0008352621,0.00029038553,0.0018269519,0.000029590261,0.00016052865,0.00005413322,0.000003200248],"category_scores_gemma":[0.00040227704,0.0001897126,0.00014378595,0.00067225896,0.00060669746,0.0001717105,0.00012782421,0.00036909766,0.0000017290904],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012131851,0.00604934,0.022310138,0.0062297476,0.0004019209,6.104498e-7,0.06881398,0.0000056784834,0.004299146,0.00076786184,0.009535703,0.869454],"study_design_scores_gemma":[0.007962504,0.01689691,0.920005,0.00029899913,0.00025613396,0.0000055282517,0.044388413,0.0037757733,0.00084682286,0.000028920433,0.0052961065,0.00023884617],"about_ca_topic_score_codex":0.0004164115,"about_ca_topic_score_gemma":0.0006042785,"teacher_disagreement_score":0.8976949,"about_ca_system_score_codex":0.00021377571,"about_ca_system_score_gemma":0.0005704936,"threshold_uncertainty_score":0.99947256},"labels":[],"label_agreement":null},{"id":"W2786121494","doi":"10.2196/mhealth.8345","title":"Activity Monitors as Support for Older Persons’ Physical Activity in Daily Life: Qualitative Study of the Users’ Experiences","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mälardalens högskola; Landstinget Västmanland","keywords":"Physical activity; Qualitative research; Gerontology; Psychology; Activities of daily living; Applied psychology; Medicine; Physical medicine and rehabilitation; Psychiatry","score_opus":0.13446298513630886,"score_gpt":0.49489008479153,"score_spread":0.36042709965522113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786121494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937198,0.000016719006,0.000014830521,0.0031780312,0.00020856503,0.0025862833,0.000027069203,0.000028618675,0.00022007138],"genre_scores_gemma":[0.99832565,0.00001555205,0.000030420459,0.0006051341,0.00045729103,0.00042911133,0.0000018786104,0.000020542684,0.00011444505],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99759126,0.0005140484,0.00029336594,0.0005211408,0.0004594098,0.00062079786],"domain_scores_gemma":[0.9981111,0.00052955846,0.00032890175,0.00035637117,0.000108700886,0.00056536566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006954528,0.00023242553,0.00080274424,0.000105680025,0.00042495027,0.000012562656,0.00013342223,0.00010705817,0.000013814369],"category_scores_gemma":[0.00016747224,0.00015998047,0.00009903178,0.0004429594,0.00040670703,0.0002409775,0.00006676188,0.00049408275,0.00000382205],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042395047,0.015664287,0.021330277,0.0018109459,0.000043810716,0.000002096117,0.94357413,2.2523096e-7,0.00049999903,0.00023725709,0.0007066553,0.011890841],"study_design_scores_gemma":[0.004231962,0.012111378,0.7328459,0.00010779577,0.000072308125,0.0000039434585,0.24856704,0.00031088517,0.0012192721,0.00020516723,0.00014114217,0.00018320695],"about_ca_topic_score_codex":0.0028893873,"about_ca_topic_score_gemma":0.0004321025,"teacher_disagreement_score":0.7115156,"about_ca_system_score_codex":0.00016118871,"about_ca_system_score_gemma":0.0013213358,"threshold_uncertainty_score":0.6523814},"labels":[],"label_agreement":null},{"id":"W2786232515","doi":"10.2196/mhealth.6832","title":"Mobile Phone Apps for Behavioral Interventions for At-Risk Drinkers in Australia: Literature Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"James Cook University","keywords":"Mobile phone; Psychological intervention; Phone; mHealth; Internet privacy; Psychology; Applied psychology; Medicine; Computer science; Psychiatry; Telecommunications","score_opus":0.20449871338819464,"score_gpt":0.5178868103246056,"score_spread":0.31338809693641095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786232515","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018834446,0.98270524,0.00000941385,0.00011933059,0.00043423922,0.01427248,0.0005029547,0.000059003843,0.000013924956],"genre_scores_gemma":[0.000041363313,0.9804165,0.0012990322,0.00033393237,0.0003664467,0.009812582,0.0028671983,0.00008436461,0.0047786306],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967568,0.00014195815,0.001409045,0.0007259662,0.0001792978,0.0007869688],"domain_scores_gemma":[0.99784005,0.00020737591,0.0008046982,0.00050433853,0.00013099938,0.0005125595],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078325917,0.0005664241,0.0029754145,0.00034476,0.00022070552,0.000021356273,0.00012794058,0.00046710842,0.00007067495],"category_scores_gemma":[0.00005185822,0.00041229284,0.0011613233,0.0004996976,0.00008086522,0.000079763886,0.00003488369,0.0005129631,0.00003333863],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000189635,0.00039783874,0.0008267092,0.5343048,0.00008318415,0.000013334504,0.00052674627,4.86207e-9,8.443709e-9,0.00002322665,0.040256817,0.42337772],"study_design_scores_gemma":[0.0027884408,0.001695269,0.00021160016,0.25062203,0.0036243272,0.0000733494,0.000046311692,6.0786897e-7,1.0283794e-7,0.000030098267,0.7406478,0.00026005803],"about_ca_topic_score_codex":0.000028008388,"about_ca_topic_score_gemma":0.00043303566,"teacher_disagreement_score":0.700391,"about_ca_system_score_codex":0.00065775006,"about_ca_system_score_gemma":0.0004358138,"threshold_uncertainty_score":0.99983287},"labels":[],"label_agreement":null},{"id":"W2786384288","doi":"10.2196/mhealth.9265","title":"Mobile Diabetes Intervention Study of Patient Engagement and Impact on Blood Glucose: Mixed Methods Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Diabetes mellitus; Patient portal; Diabetes management; Glycated hemoglobin; Intervention (counseling); mHealth; Glycemic; Randomized controlled trial; Type 2 diabetes; Self-management; Health care; Blood glucose monitoring; Family medicine; Physical therapy; Psychological intervention; Nursing; Internal medicine","score_opus":0.06853991182963974,"score_gpt":0.5167467369121863,"score_spread":0.44820682508254656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786384288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885983,0.0020781725,0.00024972472,0.00022466441,0.0003990901,0.007954621,0.00008411972,0.000102670296,0.00030866326],"genre_scores_gemma":[0.98663145,0.0015078821,0.0014636761,0.0011666954,0.0002346537,0.0088315075,0.00006732369,0.000039637624,0.000057181198],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9915588,0.0039622323,0.001984711,0.0008462573,0.00040628304,0.0012417034],"domain_scores_gemma":[0.99512094,0.0010663763,0.001298899,0.000821482,0.000354481,0.0013377927],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004955143,0.00038222608,0.0010711582,0.00079544046,0.0017010622,0.000014276208,0.00017533291,0.00024401117,0.00024318187],"category_scores_gemma":[0.00016274223,0.00030349562,0.00014356794,0.0013003392,0.00015670044,0.00009850157,0.00020283557,0.0008447473,0.000022231929],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008601061,0.005510105,0.43267757,0.005685031,0.00062008464,0.0000013277012,0.025165962,0.000014623013,0.00009288386,0.0011224938,0.0021921415,0.52605766],"study_design_scores_gemma":[0.005201798,0.030839179,0.932931,0.0002704677,0.0014871664,0.00000114072,0.018547006,0.0009887761,0.00012534855,0.0004342741,0.00880471,0.00036910735],"about_ca_topic_score_codex":0.0017751568,"about_ca_topic_score_gemma":0.0007750062,"teacher_disagreement_score":0.5256886,"about_ca_system_score_codex":0.00022391303,"about_ca_system_score_gemma":0.0005067577,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W2786390050","doi":"10.2196/mhealth.8917","title":"A Smartphone App (BlueIce) for Young People Who Self-Harm: Open Phase 1 Pre-Post Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartphone app; Mental health; Mobile apps; Smartphone application; Harm; Internet privacy; mHealth; Psychology; Psychological intervention; Medicine; Psychiatry; Computer science; World Wide Web; Multimedia; Social psychology","score_opus":0.08325085334185202,"score_gpt":0.4904047835977163,"score_spread":0.40715393025586427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786390050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95858324,0.0004449827,0.00045566223,0.005883248,0.005618347,0.010521484,0.0010553601,0.00028937278,0.017148284],"genre_scores_gemma":[0.98178035,0.000044622502,0.0011143743,0.003828595,0.0016402336,0.0037608685,0.00026073458,0.00008828202,0.0074819117],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9960887,0.00027650342,0.0011806285,0.00088011724,0.00025500625,0.0013190506],"domain_scores_gemma":[0.9972315,0.00022168725,0.000544619,0.0006335766,0.00021560804,0.0011530316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013234353,0.00033998993,0.0007177581,0.00020685974,0.00083717844,0.00020257299,0.0005391927,0.00022277187,0.0004724452],"category_scores_gemma":[0.00006737485,0.00032947294,0.0001396225,0.00039753795,0.0001305691,0.00044499338,0.00021280834,0.00031183357,0.00033629703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23635133,0.020823294,0.0016895756,0.0075053326,0.0002690384,0.00001291317,0.050151113,8.146645e-8,0.000015769832,0.038116507,0.41733822,0.22772682],"study_design_scores_gemma":[0.40812108,0.12204138,0.096102506,0.0008531005,0.00043257428,0.0003296063,0.0055950833,0.0004544372,0.0001243942,0.0066495417,0.3574701,0.0018261935],"about_ca_topic_score_codex":0.0025442825,"about_ca_topic_score_gemma":0.0025111479,"teacher_disagreement_score":0.22590062,"about_ca_system_score_codex":0.00025620544,"about_ca_system_score_gemma":0.00060034386,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W2786737672","doi":"10.2196/mhealth.8503","title":"Patterns of Fitbit Use and Activity Levels Throughout a Physical Activity Intervention: Exploratory Analysis from a Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Activity tracker; Physical activity; Activity monitor; Randomized controlled trial; Physical therapy; Medicine; Intervention (counseling); Actigraphy; BitTorrent tracker; Physical medicine and rehabilitation; Internal medicine","score_opus":0.13501302369196352,"score_gpt":0.43601984015739037,"score_spread":0.3010068164654268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786737672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911992,0.000111140675,0.002713753,0.001730434,0.00017300303,0.0037429456,0.00022401131,0.000060553386,0.000044944703],"genre_scores_gemma":[0.99773574,0.00028347413,0.00009994986,0.00047278556,0.0009426757,0.0003602274,0.000022691236,0.000022266038,0.00006020235],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964704,0.001264996,0.0006571677,0.00063722377,0.00045911892,0.00051110215],"domain_scores_gemma":[0.9959971,0.001841468,0.000828568,0.00043633318,0.00019378318,0.0007027983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011936618,0.00033208818,0.0041709184,0.0002453024,0.00024873248,0.00004134686,0.00007251699,0.00017757864,0.000055265282],"category_scores_gemma":[0.00036371753,0.0002448575,0.00067299674,0.00039645928,0.00036081727,0.0004904044,0.00008244808,0.0005282495,0.0000041672233],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9760024,0.004750322,0.0034542927,0.0009327616,0.001096853,0.0000040059585,0.0029087828,1.9941787e-7,0.0002974761,0.00025324785,0.000038329126,0.01026134],"study_design_scores_gemma":[0.828106,0.0033258528,0.15969758,0.00017945697,0.0030456677,0.0000021473306,0.0001391497,0.0042385305,0.0004721663,0.00054759305,0.000038868064,0.00020697514],"about_ca_topic_score_codex":0.003421423,"about_ca_topic_score_gemma":0.0005620364,"teacher_disagreement_score":0.15624328,"about_ca_system_score_codex":0.000112781294,"about_ca_system_score_gemma":0.000417584,"threshold_uncertainty_score":0.9985},"labels":[],"label_agreement":null},{"id":"W2787275501","doi":"10.2196/mhealth.8115","title":"A Wearable Sensor-Based Exercise Biofeedback System: Mixed Methods Evaluation of Formulift","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Irish Research Council; Science Foundation Ireland","keywords":"Wearable computer; Biofeedback; Computer science; mHealth; Wearable technology; Physical medicine and rehabilitation; Human–computer interaction; Psychology; Applied psychology; Medicine; Psychological intervention; Embedded system","score_opus":0.14697253483992456,"score_gpt":0.47735317161049856,"score_spread":0.330380636770574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787275501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99030167,0.00098765,0.0015268358,0.002487223,0.00032175108,0.0017496047,0.000024638286,0.000100924146,0.0024997015],"genre_scores_gemma":[0.9867457,0.0001631017,0.011735489,0.0007990949,0.00035485302,0.00009515688,0.000018609993,0.000025565407,0.000062400584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971892,0.0005804172,0.00060171395,0.00040635013,0.0006203428,0.00060195266],"domain_scores_gemma":[0.99769914,0.00020505466,0.0003696455,0.00041246545,0.0005538128,0.00075989147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034676825,0.00020075862,0.0008261814,0.00019682558,0.0002881981,0.000010610435,0.00006514773,0.00017870264,0.000047165508],"category_scores_gemma":[0.00012148116,0.00016600132,0.000084986714,0.00043963597,0.00018549219,0.00011306334,0.000024363959,0.00028950418,0.00003725841],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076467055,0.004442392,0.005191244,0.06834735,0.00009915982,0.000006530772,0.0051992093,0.000016747625,0.007861923,0.004364167,0.004317822,0.8925068],"study_design_scores_gemma":[0.035932478,0.02048868,0.5519605,0.011060809,0.003630882,0.00015150078,0.0067486623,0.31654817,0.038814727,0.0037102385,0.00956485,0.0013884826],"about_ca_topic_score_codex":0.0006505019,"about_ca_topic_score_gemma":0.000037128906,"teacher_disagreement_score":0.8911183,"about_ca_system_score_codex":0.00037262362,"about_ca_system_score_gemma":0.0025571845,"threshold_uncertainty_score":0.6769337},"labels":[],"label_agreement":null},{"id":"W2787392455","doi":"10.2196/mhealth.8074","title":"Peer Coaching Through mHealth Targeting Physical Activity in People With Parkinson Disease: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"mHealth; Activity tracker; Motivational interviewing; Coaching; Health coaching; Psychology; Quality of life (healthcare); Physical therapy; Medicine; Applied psychology; Physical activity; Psychological intervention; Nursing","score_opus":0.05883118658388472,"score_gpt":0.3994381798592779,"score_spread":0.3406069932753932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787392455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993033,0.00037945135,0.00013674678,0.0029390235,0.00013231802,0.0028364428,0.00006496726,0.00012539058,0.00035269355],"genre_scores_gemma":[0.99772865,0.0001161211,0.00051777175,0.0007533048,0.0004457784,0.00022934323,0.000050555976,0.00005177351,0.00010671595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963553,0.00041014823,0.00036156777,0.0010550705,0.00082340743,0.0009944969],"domain_scores_gemma":[0.9976437,0.000105688,0.00024986497,0.00053013454,0.00018006054,0.0012905421],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009237487,0.00039881447,0.00080473005,0.00012391506,0.00058251235,0.00004004476,0.0000941418,0.00008041301,0.000022654318],"category_scores_gemma":[0.00008381317,0.00030168323,0.00007050029,0.00048969616,0.000120890174,0.00026374403,0.00007144039,0.00050579914,0.00001675606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051919236,0.00854271,0.9700232,0.0011438549,0.0000387859,0.000091325805,0.0061277514,0.0000013109254,0.0000132353025,0.00013575933,0.00024028539,0.008449861],"study_design_scores_gemma":[0.0056163375,0.0035153993,0.9859617,0.0001281306,0.00020205662,0.000010416065,0.001320135,0.0009499783,0.00001911783,0.00022901576,0.0018178133,0.0002299431],"about_ca_topic_score_codex":0.0021723013,"about_ca_topic_score_gemma":0.0012171069,"teacher_disagreement_score":0.01593846,"about_ca_system_score_codex":0.00054624805,"about_ca_system_score_gemma":0.0011366117,"threshold_uncertainty_score":0.99994355},"labels":[],"label_agreement":null},{"id":"W2787745926","doi":"10.2196/mhealth.8815","title":"Smartphone App–Based Assessment of Gait During Normal and Dual-Task Walking: Demonstration of Validity and Reliability","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health; National Institute of Neurological Disorders and Stroke; National Center for Research Resources; National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Gait; Task (project management); Physical medicine and rehabilitation; Reliability (semiconductor); Gait analysis; Cognition; Computer science; Psychology; Medicine; Engineering","score_opus":0.04476666405426449,"score_gpt":0.4065800294392386,"score_spread":0.3618133653849741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787745926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963557,0.00021254345,0.0004686593,0.00063848007,0.0002702276,0.0010249616,0.00006836552,0.000046152938,0.0009149119],"genre_scores_gemma":[0.9967007,0.0005940924,0.002050224,0.0002556829,0.00022478432,0.000064820546,0.00003959583,0.000015273403,0.000054811197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712753,0.000721436,0.0009732783,0.00040260958,0.00026694668,0.000508224],"domain_scores_gemma":[0.99808043,0.00029725808,0.00074285746,0.00029029878,0.00022864756,0.000360514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002230426,0.0001784896,0.00048532293,0.00012008792,0.000719471,0.0000068704812,0.00005333072,0.0002353237,0.000015933325],"category_scores_gemma":[0.00006330294,0.0001635892,0.000035393692,0.00018264382,0.00030114639,0.00016794872,0.00007214467,0.00042713297,0.000001546121],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043904284,0.0005439112,0.9727127,0.014456493,0.0000106421585,9.256397e-7,0.0018624036,3.345679e-7,0.0052721966,0.0007439442,0.00034363032,0.0036137754],"study_design_scores_gemma":[0.002170651,0.0006089277,0.99480164,0.00032236084,0.000044543307,0.0000032313483,0.00036903622,0.0009510192,0.000059468508,0.0003864195,0.00016471962,0.00011796688],"about_ca_topic_score_codex":0.00055520644,"about_ca_topic_score_gemma":0.0003497258,"teacher_disagreement_score":0.022088956,"about_ca_system_score_codex":0.00009672703,"about_ca_system_score_gemma":0.0006796645,"threshold_uncertainty_score":0.6670974},"labels":[],"label_agreement":null},{"id":"W2787750768","doi":"10.2196/mhealth.9482","title":"Digital Peer-Support Platform (7Cups) as an Adjunct Treatment for Women With Postpartum Depression: Feasibility, Acceptability, and Preliminary Efficacy Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mood; Edinburgh Postnatal Depression Scale; mHealth; Depression (economics); Postpartum depression; Randomized controlled trial; Adjunct; Peer support; Physical therapy; Clinical psychology; Pregnancy; Anxiety; Psychiatry; Depressive symptoms; Psychological intervention","score_opus":0.07037151965292857,"score_gpt":0.4093755299739008,"score_spread":0.33900401032097227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787750768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892335,0.00028601833,0.0000065393638,0.0014831346,0.00022401282,0.007074829,0.00012726501,0.00012256652,0.0014421208],"genre_scores_gemma":[0.99515474,0.00012711501,0.00018095676,0.00090449874,0.00041937342,0.00078053644,0.000104245424,0.00005455959,0.0022739854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967941,0.00008193443,0.00065283495,0.0009535707,0.00048530378,0.0010322748],"domain_scores_gemma":[0.9968254,0.00017064293,0.00023471573,0.00064393284,0.00018955886,0.001935776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006932257,0.00043207227,0.00073762983,0.00012417727,0.0006259931,0.00009365118,0.000115287854,0.00014492155,0.00013780099],"category_scores_gemma":[0.0000531731,0.00029576354,0.00004407675,0.0001346308,0.00023906215,0.00042707706,0.000105705556,0.00022626409,0.000017326758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.058867242,0.005497849,0.8315919,0.007405966,0.000056519213,0.000054696582,0.0129069155,9.128504e-8,0.0000018930981,0.000038407215,0.000118802884,0.08345973],"study_design_scores_gemma":[0.010118105,0.1256194,0.858502,0.00042678276,0.0000994968,0.00044488118,0.0025202737,0.000028968348,0.000059415306,0.00018293082,0.001751291,0.0002464997],"about_ca_topic_score_codex":0.00015564915,"about_ca_topic_score_gemma":0.00013535892,"teacher_disagreement_score":0.12012154,"about_ca_system_score_codex":0.000402317,"about_ca_system_score_gemma":0.000745459,"threshold_uncertainty_score":0.99994946},"labels":[],"label_agreement":null},{"id":"W2788128987","doi":"10.2196/mhealth.8388","title":"Feasibility of a Mobile Phone App to Support Recovery From Addiction in China: Secondary Analysis of a Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Concordance; Addiction; Mobile phone; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.07817733323311568,"score_gpt":0.4469773025190408,"score_spread":0.36879996928592507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788128987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99277914,0.0002393288,0.00004903908,0.00014804615,0.000672741,0.0020193313,0.0013554757,0.000035723395,0.0027011984],"genre_scores_gemma":[0.9986681,0.000011954518,0.0001348663,0.0003369878,0.00006952239,0.00039236384,0.00013585597,0.00001769896,0.00023270029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969608,0.00035398742,0.0014013435,0.00059115206,0.00023346915,0.000459215],"domain_scores_gemma":[0.99830186,0.00011980364,0.00050387916,0.00056953327,0.000087509274,0.00041739672],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00111998,0.00017298058,0.0007734741,0.0007726073,0.00008152607,0.000008833784,0.0001513154,0.00007141277,0.0014840388],"category_scores_gemma":[0.000031056014,0.0001754433,0.0000936653,0.0014996231,0.00011132867,0.00013146688,0.00007734117,0.00022839969,0.00005432609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011149752,0.028743163,0.7154014,0.0010016034,0.00073524856,0.000010099028,0.021041479,0.0000071832187,0.000052054733,0.0001963006,0.005806134,0.21585555],"study_design_scores_gemma":[0.001728257,0.030193854,0.9658432,0.00005866174,0.0001836767,0.0000014151152,0.0014739844,0.000018930756,0.000015847114,0.0002562536,0.00012514237,0.00010076221],"about_ca_topic_score_codex":0.019068845,"about_ca_topic_score_gemma":0.020348694,"teacher_disagreement_score":0.2504418,"about_ca_system_score_codex":0.0002408579,"about_ca_system_score_gemma":0.00026659793,"threshold_uncertainty_score":0.99942875},"labels":[],"label_agreement":null},{"id":"W2788215779","doi":"10.2196/mhealth.9486","title":"Mobile App Delivery of the EORTC QLQ-C30 Questionnaire to Assess Health-Related Quality of Life in Oncological Patients: Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; Quality of life (healthcare); Medicine; Mobile apps; Medical education; World Wide Web; Computer science; Nursing; Psychological intervention; Human–computer interaction","score_opus":0.1450967551913217,"score_gpt":0.503276832116896,"score_spread":0.3581800769255743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788215779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746465,0.00078481773,0.000054165437,0.0034502416,0.00084438495,0.019452317,0.00017238264,0.000105432904,0.00048975815],"genre_scores_gemma":[0.9840952,0.00045211715,0.0002928329,0.0071150945,0.00019640797,0.0077049555,0.000028772147,0.000036470945,0.00007813119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9854104,0.005862146,0.005429551,0.0009719312,0.00079377403,0.0015322199],"domain_scores_gemma":[0.99191326,0.0011621371,0.002694341,0.001283132,0.0010262408,0.0019208861],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009183959,0.0003829857,0.0016499253,0.00030447193,0.0015231755,0.000006114979,0.00054553524,0.00047283267,0.00012591321],"category_scores_gemma":[0.0014899466,0.00028918544,0.00011401347,0.0016933952,0.0004924451,0.00013488583,0.0003685824,0.0013787448,0.000042249972],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009346785,0.0029707705,0.9582858,0.004933829,0.000009713546,1.6264553e-7,0.007752185,0.0000065488994,0.0000041663648,0.0020012292,0.002428486,0.02067244],"study_design_scores_gemma":[0.003437344,0.0038424754,0.98434746,0.0004187145,0.00001557581,4.1400241e-7,0.0039223568,0.0000471328,0.0000014079858,0.0005074236,0.0032731164,0.00018656187],"about_ca_topic_score_codex":0.02050515,"about_ca_topic_score_gemma":0.017669218,"teacher_disagreement_score":0.026061688,"about_ca_system_score_codex":0.0010409331,"about_ca_system_score_gemma":0.0073284646,"threshold_uncertainty_score":0.999956},"labels":[],"label_agreement":null},{"id":"W2788563192","doi":"10.2196/mhealth.8946","title":"Cardiac Auscultation Using Smartphones: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Seoul National University; Seoul National University Bundang Hospital","keywords":"Auscultation; Medicine; Heart sounds; Atrial fibrillation; Cardiology; Stethoscope; Internal medicine; Radiology","score_opus":0.0987899778081021,"score_gpt":0.41895527040100705,"score_spread":0.32016529259290494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788563192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996101,0.00042366007,0.00057626324,0.00033464676,0.00025167296,0.0014179334,0.000012208564,0.00022502594,0.00065759575],"genre_scores_gemma":[0.9960844,0.00031253614,0.001953916,0.00089114,0.0005700857,0.00008596658,0.000020035817,0.000021707694,0.000060200447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851364,0.00015114193,0.00036927056,0.00034531578,0.00025928058,0.00036137982],"domain_scores_gemma":[0.9989971,0.000039566898,0.00013946653,0.00023284837,0.0002027999,0.0003882259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005859922,0.00016413828,0.00038303577,0.00025082074,0.00038829978,0.000022406146,0.00004261075,0.000051760864,0.000016598915],"category_scores_gemma":[0.000031428088,0.0001400722,0.000057245255,0.000518936,0.00012006573,0.000121013865,0.000020333107,0.00018146119,0.00001380522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005064267,0.0044139596,0.85179573,0.00340524,0.00038898078,0.000025543186,0.024394426,0.000001012489,0.009077108,0.00093859964,0.008619853,0.09187528],"study_design_scores_gemma":[0.0019435697,0.013232039,0.9790788,0.00010298087,0.00022669625,0.000021184269,0.002349379,0.00011745642,0.0005115892,0.00023472191,0.0019904182,0.0001911456],"about_ca_topic_score_codex":0.0005390812,"about_ca_topic_score_gemma":0.000029581206,"teacher_disagreement_score":0.12728308,"about_ca_system_score_codex":0.00007519766,"about_ca_system_score_gemma":0.00024339219,"threshold_uncertainty_score":0.57119787},"labels":[],"label_agreement":null},{"id":"W2788680191","doi":"10.2196/mhealth.8287","title":"A Smartphone App to Promote an Active Lifestyle in Lower-Educated Working Young Adults: Development, Usability, Acceptability, and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; National Heart Foundation of Australia","keywords":"Usability; Activity tracker; Think aloud protocol; Behavior change methods; mHealth; Wearable computer; Population; Formative assessment; Applied psychology; Android (operating system); Psychology; Smartphone app; Behavior change; Analytics; Smartphone application; Internet privacy; Computer science; Medicine; Multimedia; Human–computer interaction; Social psychology; Psychological intervention","score_opus":0.09291132839283517,"score_gpt":0.4252443655457784,"score_spread":0.3323330371529432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788680191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919555,0.000058326455,0.0000113195665,0.0020599675,0.00021756571,0.005207395,0.000013052333,0.0001288645,0.0003479874],"genre_scores_gemma":[0.9972347,0.000039058206,0.00082908355,0.0011327154,0.00042167894,0.00026277473,0.000019704321,0.00003428202,0.000026014995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99598527,0.00042981462,0.00082627474,0.0012824847,0.00042322167,0.001052928],"domain_scores_gemma":[0.9969779,0.00013822173,0.00020274273,0.0006199205,0.00019028375,0.0018708943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018362793,0.0003645473,0.0009507845,0.00023561424,0.0005255984,0.000050158502,0.00014344111,0.0001714324,0.000048819024],"category_scores_gemma":[0.00026656274,0.00032677382,0.000035853092,0.0008839577,0.00025448526,0.00032528915,0.0001732756,0.0007439515,0.000018568033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005413227,0.01242027,0.7951535,0.0013499836,0.000015183342,0.000007119412,0.04015051,6.074184e-8,0.00007254142,0.000012088896,0.000033487522,0.14537206],"study_design_scores_gemma":[0.0032890833,0.008207342,0.9836573,0.00023574852,0.000027854026,0.000020011188,0.0035831064,0.00007921632,0.000115361036,0.00021257918,0.0003087506,0.00026364534],"about_ca_topic_score_codex":0.0027622317,"about_ca_topic_score_gemma":0.024240507,"teacher_disagreement_score":0.18850383,"about_ca_system_score_codex":0.0007852868,"about_ca_system_score_gemma":0.0016827364,"threshold_uncertainty_score":0.99991846},"labels":[],"label_agreement":null},{"id":"W2788750204","doi":"10.2196/mhealth.7531","title":"Feasibility of Virtual Tablet-Based Group Exercise Among Older Adults in Siberia: Findings From Two Pilot Trials","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tomsk Polytechnic University","keywords":"Physical therapy; Medicine; Gerontology; Physical medicine and rehabilitation","score_opus":0.10028422494611013,"score_gpt":0.4095624559934121,"score_spread":0.309278231047302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788750204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950771,0.0003201552,0.00013718681,0.001396691,0.0002456149,0.0024743471,0.00016098942,0.000062258776,0.00012567712],"genre_scores_gemma":[0.99704075,0.00025107054,0.00053851027,0.0013334986,0.0005905654,0.00009214269,0.00010138453,0.00003058028,0.000021496491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632293,0.0004750497,0.0012562472,0.0007172984,0.0004373265,0.0007911186],"domain_scores_gemma":[0.9971533,0.0007906177,0.00049469934,0.00048003558,0.00012785685,0.00095349445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00232968,0.0002947652,0.0017905608,0.00022122797,0.00019420664,0.000014984044,0.0001161112,0.00018130225,0.00016320353],"category_scores_gemma":[0.00034774953,0.00024721783,0.000111441215,0.00047300014,0.0003743083,0.00020338512,0.00004739371,0.00058297947,0.000015948364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.060694564,0.014856905,0.84010434,0.010083272,0.00005035302,0.000028205392,0.0063168923,0.000002480638,0.0016704916,0.0019657162,0.0017814441,0.062445328],"study_design_scores_gemma":[0.017677275,0.0058005652,0.9720267,0.001736095,0.00009386924,0.000001340579,0.0002419524,0.0007712799,0.0005570097,0.0008337523,0.00005948037,0.00020066886],"about_ca_topic_score_codex":0.011394568,"about_ca_topic_score_gemma":0.0030948347,"teacher_disagreement_score":0.13192236,"about_ca_system_score_codex":0.0002648789,"about_ca_system_score_gemma":0.0008596617,"threshold_uncertainty_score":0.99999803},"labels":[],"label_agreement":null},{"id":"W2788900848","doi":"10.2196/mhealth.8876","title":"Exploring the Influence of a Smartphone App (Young with Diabetes) on Young People’s Self-Management: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Region Hovedstaden; Herlev Hospital","keywords":"Self-management; mHealth; Qualitative research; Psychology; Gerontology; Applied psychology; Medicine; Computer science; Psychological intervention; Sociology; Psychiatry","score_opus":0.11871188747748994,"score_gpt":0.4483469280502563,"score_spread":0.3296350405727663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788900848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910399,0.00014059951,0.000016073629,0.0020492866,0.0005369693,0.0044138716,0.00003429017,0.00018657817,0.001582487],"genre_scores_gemma":[0.99533737,0.00073537504,0.00015751465,0.0016028443,0.00076523,0.0011598232,0.0000109162065,0.00005333706,0.00017760646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99419206,0.0020202307,0.001094323,0.00063243497,0.0007209739,0.0013399912],"domain_scores_gemma":[0.99676234,0.00083088165,0.00074195105,0.00067571976,0.000398011,0.0005911241],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031326457,0.000360552,0.0006464613,0.00027557704,0.0022318459,0.000014654238,0.00030712143,0.00011572309,0.00002133007],"category_scores_gemma":[0.00007232715,0.00023538219,0.000042117976,0.0010824832,0.00016663616,0.00027294407,0.00015603841,0.0010697201,0.00009207774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005798135,0.00037923516,0.5132733,0.0046141073,0.00004733596,0.0000026266298,0.4778146,0.0000020070624,7.1454656e-7,0.0011005637,0.00084186567,0.0013438208],"study_design_scores_gemma":[0.0019281826,0.0020892343,0.8152932,0.00043138323,0.0000840609,8.210399e-7,0.17932896,0.000022817127,6.364553e-7,0.00006758719,0.00055431563,0.00019879855],"about_ca_topic_score_codex":0.0016872438,"about_ca_topic_score_gemma":0.0056923754,"teacher_disagreement_score":0.3020199,"about_ca_system_score_codex":0.0002448048,"about_ca_system_score_gemma":0.0006664569,"threshold_uncertainty_score":0.9990671},"labels":[],"label_agreement":null},{"id":"W2788925268","doi":"10.2196/mhealth.8123","title":"Mobile Phone Ownership Is Not a Serious Barrier to Participation in Studies: Descriptive Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Mobile phone; Phone; Geolocation; Descriptive statistics; Data collection; Inclusion (mineral); Internet privacy; Medicine; Psychology; Advertising; Computer science; Business; World Wide Web; Social psychology; Telecommunications","score_opus":0.09298474812081141,"score_gpt":0.40728708028107913,"score_spread":0.3143023321602677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788925268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99475867,0.0001413702,0.000061495055,0.001202672,0.00016921514,0.0029579299,0.000017783364,0.000045364937,0.0006454838],"genre_scores_gemma":[0.98506373,0.00028377806,0.00037855047,0.012764112,0.00012687656,0.001071079,0.0000023511973,0.000031126157,0.00027839295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644166,0.00047547973,0.0006144046,0.00097095413,0.0004660386,0.0010314656],"domain_scores_gemma":[0.9983952,0.00011561253,0.00017627038,0.00040381876,0.000023341736,0.00088573655],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018444387,0.00026582438,0.00040696238,0.00013346008,0.00046517444,0.00002499811,0.00015037275,0.000086769774,0.0004432493],"category_scores_gemma":[0.0001540646,0.00024120181,0.000024813555,0.0005832446,0.00027513818,0.00026016822,0.00021396221,0.00031019404,0.00086152623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058807194,0.001150476,0.4747406,0.00024313676,0.000022946651,0.000025195248,0.39511296,0.00003794839,0.00050459267,0.000008671717,0.002718977,0.124846436],"study_design_scores_gemma":[0.0015980421,0.0036088875,0.9577237,0.00006134351,0.000028410395,0.0000033770748,0.029274503,0.00027493018,0.00041936632,0.000116920586,0.0065562786,0.0003342807],"about_ca_topic_score_codex":0.0022169377,"about_ca_topic_score_gemma":0.00448141,"teacher_disagreement_score":0.48298308,"about_ca_system_score_codex":0.001183282,"about_ca_system_score_gemma":0.000105880834,"threshold_uncertainty_score":0.99991643},"labels":[],"label_agreement":null},{"id":"W2789449717","doi":"10.2196/mhealth.9054","title":"Evaluating the Impact of Physical Activity Apps and Wearables: Interdisciplinary Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Computer science; Wearable technology; mHealth; Data collection; Thematic analysis; Physical activity; Data science; Human–computer interaction; Qualitative research; Medicine; Nursing; Physical therapy","score_opus":0.3094774244102343,"score_gpt":0.6449510500396708,"score_spread":0.3354736256294365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789449717","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032927413,0.9760353,0.000015201225,0.0012701489,0.000260505,0.017711934,0.000369329,0.000094172145,0.0009506848],"genre_scores_gemma":[0.00079868996,0.98170257,0.000104362676,0.0007659049,0.0013119817,0.014816259,0.00011530983,0.00011440456,0.00027050966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990172,0.0040443926,0.0023208153,0.0011751008,0.00053665554,0.0017510344],"domain_scores_gemma":[0.98960155,0.0035255346,0.0035601817,0.0014411996,0.00034400052,0.0015275223],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0050654323,0.0008528109,0.004061164,0.00027241674,0.0028116999,0.000014961141,0.0005145876,0.0006363012,0.00010373571],"category_scores_gemma":[0.00037638156,0.0004919354,0.00055074814,0.00094384584,0.00053817575,0.00013791108,0.00078762544,0.003007255,0.00012291044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005854174,0.00013567969,0.00002471233,0.33746412,0.000034299726,3.4597147e-7,0.0005340127,6.305314e-8,7.446923e-8,0.000266385,0.0107753705,0.65070635],"study_design_scores_gemma":[0.00095937686,0.0031987673,0.0022938878,0.18626408,0.0014828274,0.000060495317,0.000258462,0.00045319795,2.3745107e-8,0.00068557134,0.8037196,0.0006237413],"about_ca_topic_score_codex":0.00064594526,"about_ca_topic_score_gemma":0.000054898548,"teacher_disagreement_score":0.7929442,"about_ca_system_score_codex":0.00067902723,"about_ca_system_score_gemma":0.009581522,"threshold_uncertainty_score":0.99975324},"labels":[],"label_agreement":null},{"id":"W2789506748","doi":"10.2196/mhealth.8831","title":"Adolescents’ Perspectives on a Mobile App for Relationships: Cross-Sectional Survey","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of New South Wales","keywords":"Psychological intervention; Psychology; mHealth; Mobile phone; Mental health; Thematic analysis; Mobile apps; Social support; Intervention (counseling); Demographics; Social media; Applied psychology; Clinical psychology; Social psychology; Qualitative research; World Wide Web","score_opus":0.17219400916616234,"score_gpt":0.5002874144945079,"score_spread":0.3280934053283455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789506748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98906547,0.0005940212,0.0003921831,0.00031522737,0.001924337,0.0018895775,0.0006764283,0.00014792287,0.004994836],"genre_scores_gemma":[0.99436283,0.000014576026,0.00018001284,0.0007506089,0.00062427577,0.0009318885,0.00011721956,0.00003905829,0.002979551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748933,0.00034859803,0.00062129943,0.0006570684,0.00020082865,0.0006828839],"domain_scores_gemma":[0.9983068,0.00035554726,0.00025243842,0.00033049722,0.00024149245,0.0005132138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001436173,0.0001928068,0.00022890071,0.00020088773,0.000895657,0.000070470065,0.00013811507,0.00018173453,0.00019271958],"category_scores_gemma":[0.00014317833,0.00019104774,0.0000868413,0.00025316622,0.0002920186,0.00014100976,0.000030347652,0.0003663286,0.0004886903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025199635,0.001764873,0.9369624,0.0007287884,0.000024331868,9.025149e-7,0.003522334,7.991411e-7,4.3932536e-7,0.040035106,0.007116267,0.0073237675],"study_design_scores_gemma":[0.0013505152,0.0035175881,0.98879135,0.00008140867,0.0000049850246,0.0000140444945,0.000910244,0.000024268908,0.0000014587154,0.0014293296,0.003729805,0.00014501449],"about_ca_topic_score_codex":0.00028867667,"about_ca_topic_score_gemma":0.0003446674,"teacher_disagreement_score":0.05182891,"about_ca_system_score_codex":0.00029918944,"about_ca_system_score_gemma":0.00017782606,"threshold_uncertainty_score":0.7790701},"labels":[],"label_agreement":null},{"id":"W2790353149","doi":"10.2196/mhealth.8760","title":"Reliability of Self-Reported Mobile Phone Ownership in Rural North-Central Nigeria: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center","keywords":"mHealth; Mobile phone; Psychological intervention; Phone; Rural area; Population; Medicine; Psychology; Internet privacy; Applied psychology; Environmental health; Nursing; Computer science; Telecommunications","score_opus":0.06410584733035857,"score_gpt":0.4508145543216958,"score_spread":0.38670870699133725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790353149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98566663,0.0002994858,0.000030274048,0.0003558285,0.0013680662,0.011175173,0.00012316169,0.00025832598,0.0007230549],"genre_scores_gemma":[0.9867024,0.00073572044,0.00037327426,0.0013275326,0.0010535644,0.009434449,0.00011961664,0.000055224533,0.00019824592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910833,0.0013088911,0.0036494762,0.0009923683,0.0006808462,0.002285092],"domain_scores_gemma":[0.9942653,0.0007046022,0.0014703494,0.0010199805,0.00077735906,0.001762405],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040723407,0.00041801645,0.00096522586,0.0003945218,0.0017135299,0.000016529708,0.00031794593,0.0004967028,0.000424644],"category_scores_gemma":[0.0003122374,0.0003721607,0.00009100095,0.0012252033,0.00038115834,0.00024585522,0.00015001041,0.001522818,0.00013030028],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092120405,0.0016368047,0.98575747,0.002616647,0.000015687629,0.0000030089584,0.0058086812,0.0000049714863,0.000009866787,0.00017296402,0.0009761607,0.002076533],"study_design_scores_gemma":[0.004160897,0.0013297641,0.9852009,0.00007306328,0.000027596408,0.000007662624,0.0022881688,0.00013654499,0.0000026284968,0.00019217731,0.0063407356,0.00023985111],"about_ca_topic_score_codex":0.0060883705,"about_ca_topic_score_gemma":0.010690668,"teacher_disagreement_score":0.005364575,"about_ca_system_score_codex":0.0009207489,"about_ca_system_score_gemma":0.0045046536,"threshold_uncertainty_score":0.99987304},"labels":[],"label_agreement":null},{"id":"W2790465659","doi":"10.2196/mhealth.8518","title":"Patient Involvement With Home-Based Exercise Programs: Can Connected Health Interventions Influence Adherence?","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":315,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Psychological intervention; Coaching; mHealth; Medicine; Rehabilitation; Health coaching; Physical therapy; Applied psychology; Physical medicine and rehabilitation; Psychology; Nursing; Intervention (counseling)","score_opus":0.08476724229944084,"score_gpt":0.4421863586621716,"score_spread":0.35741911636273077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790465659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550974,0.0030107917,0.00095167704,0.018203394,0.0007227594,0.020349763,0.0002839448,0.00079457375,0.00058571255],"genre_scores_gemma":[0.94219226,0.0018907263,0.0035317047,0.02445387,0.00036139585,0.026805693,0.0004452484,0.000101315476,0.0002177637],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9915547,0.0009923144,0.00257677,0.0012632483,0.0007220754,0.002890926],"domain_scores_gemma":[0.9920232,0.00032221628,0.0018066629,0.001132573,0.0010463911,0.0036689108],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017552206,0.00060788967,0.0011397193,0.00050263054,0.00436798,0.000044843895,0.00035262873,0.00035255527,0.0002954564],"category_scores_gemma":[0.00008382036,0.00050718,0.00011836106,0.0013942423,0.0006092746,0.00019371814,0.00014588496,0.0013532082,0.00019969688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028173013,0.0029050142,0.2536353,0.053814948,0.000061414255,0.00001180398,0.019600201,0.000016511487,0.000008872217,0.012203457,0.029276978,0.6256482],"study_design_scores_gemma":[0.020837396,0.039852668,0.59997386,0.02662907,0.00032746454,0.000034934565,0.021242011,0.0014311891,0.000030881085,0.00280427,0.28435162,0.0024846583],"about_ca_topic_score_codex":0.007596582,"about_ca_topic_score_gemma":0.01700181,"teacher_disagreement_score":0.6231635,"about_ca_system_score_codex":0.0009977296,"about_ca_system_score_gemma":0.0095306225,"threshold_uncertainty_score":0.999738},"labels":[],"label_agreement":null},{"id":"W2791246997","doi":"10.2196/mhealth.8849","title":"Patient and Family Engagement in the Design of a Mobile Health Solution for Pediatric Asthma: Development and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Asthma; mHealth; Medicine; Psychology; Pediatrics; Computer science; Psychological intervention; Psychiatry","score_opus":0.17914320907759812,"score_gpt":0.46476594365202123,"score_spread":0.2856227345744231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791246997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98541415,0.0030577357,0.001250011,0.00054385996,0.0003078984,0.009281736,0.000043134387,0.000020282301,0.00008120361],"genre_scores_gemma":[0.99418527,0.00008710019,0.0021075322,0.00088603277,0.00006480505,0.0026273527,0.000009631508,0.000014240398,0.000018015953],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99684703,0.00087641063,0.0009964685,0.0004916223,0.00021199627,0.00057648215],"domain_scores_gemma":[0.9987285,0.00029224163,0.00038790258,0.0002492773,0.00006777482,0.00027427592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038628562,0.00017517516,0.00034444558,0.00018559807,0.00044910616,0.000022348113,0.00008773562,0.00005993424,0.00000538161],"category_scores_gemma":[0.00003082554,0.00013779633,0.000022368316,0.00024607297,0.00011193536,0.00008033078,0.000070259666,0.00018368346,0.0000031752572],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016613798,0.009793747,0.090777196,0.004388768,0.000029740353,0.0000030349127,0.13076532,0.0000010907497,0.0000015919458,0.0021031005,0.003235701,0.75723934],"study_design_scores_gemma":[0.0026410427,0.027750807,0.95258075,0.000071126415,0.000016161874,0.00000992296,0.014664186,0.00008433606,0.0000019996849,0.0004849666,0.0015505548,0.00014414398],"about_ca_topic_score_codex":0.0004859746,"about_ca_topic_score_gemma":0.00040952206,"teacher_disagreement_score":0.86180353,"about_ca_system_score_codex":0.00020324084,"about_ca_system_score_gemma":0.00036293548,"threshold_uncertainty_score":0.5619171},"labels":[],"label_agreement":null},{"id":"W2791628292","doi":"10.2196/mhealth.9437","title":"More Stamina, a Gamified mHealth Solution for Persons with Multiple Sclerosis: Research Through Design","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"mHealth; Telemedicine; Computer science; Quality of life (healthcare); Limiting; Health care; Psychology; Applied psychology; Multimedia; Medicine; Nursing; Engineering; Psychological intervention","score_opus":0.4087880884311771,"score_gpt":0.48156219381459303,"score_spread":0.07277410538341594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791628292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9086524,0.0040533333,0.030452881,0.041778725,0.00025795907,0.013463161,0.00026949093,0.00037010503,0.0007019477],"genre_scores_gemma":[0.9574379,0.004301138,0.03303192,0.0017412447,0.0009664902,0.0018544635,0.000058786267,0.000092386275,0.0005157074],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9941625,0.0005742373,0.00062013726,0.0010629058,0.0012233882,0.0023568417],"domain_scores_gemma":[0.99555373,0.00113572,0.00021518204,0.0006825412,0.0012002438,0.0012125816],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035796657,0.00038030703,0.00078289566,0.0003961318,0.0024145884,0.000067788875,0.00020100368,0.00023148026,0.000028750723],"category_scores_gemma":[0.0008508443,0.00028920895,0.00008323841,0.00087505084,0.0013680533,0.00024076985,0.00012860286,0.0008417446,0.000028496826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06692624,0.004845826,0.0724329,0.035589755,0.0006395559,0.00004335266,0.14584704,0.000009852431,0.009870962,0.0015603888,0.403744,0.25849012],"study_design_scores_gemma":[0.023731906,0.03181021,0.86687106,0.0025757884,0.00024178137,0.000081117105,0.016089378,0.029597454,0.0011394469,0.00025627442,0.026800124,0.00080545],"about_ca_topic_score_codex":0.0017192787,"about_ca_topic_score_gemma":0.0008123615,"teacher_disagreement_score":0.7944382,"about_ca_system_score_codex":0.00069277186,"about_ca_system_score_gemma":0.0021430184,"threshold_uncertainty_score":0.999956},"labels":[],"label_agreement":null},{"id":"W2791773616","doi":"10.2196/mhealth.8273","title":"Effect of Using an Indoor Air Quality Sensor on Perceptions of and Behaviors Toward Air Pollution (Pittsburgh Empowerment Library Study): Online Survey and Interviews","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Carnegie Mellon University","keywords":"Air quality index; Indoor air quality; Air pollution; Empowerment; Computer science; Environmental science; Environmental engineering; Meteorology; Geography; Political science","score_opus":0.13189702669456488,"score_gpt":0.4415397774575868,"score_spread":0.30964275076302195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791773616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99880946,0.000052645988,0.000043412605,0.00018874354,0.00010639198,0.00066287554,0.00009649489,0.00002774106,0.000012260394],"genre_scores_gemma":[0.99930257,0.000077698576,0.00031809855,0.00016220742,0.00008510032,0.000009073141,0.000018433737,0.000015196029,0.000011644066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971478,0.0013260952,0.0005961424,0.00039434494,0.00024551468,0.0002900763],"domain_scores_gemma":[0.99895924,0.00014120108,0.0003318681,0.00022722689,0.000013240438,0.00032724752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022242758,0.00018195041,0.00041823767,0.0000776856,0.00025256167,0.000009315887,0.00007713109,0.0000855333,0.000022214637],"category_scores_gemma":[0.000044771165,0.00014948592,0.000028769691,0.00018280488,0.00036143704,0.0002089573,0.000141577,0.00018005382,8.6713897e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003863681,0.0005721321,0.95647377,0.00038963882,0.000004396589,4.843726e-7,0.007059515,0.000012147326,0.00024700924,0.0000021091864,0.00002482652,0.034827597],"study_design_scores_gemma":[0.00067663245,0.005888713,0.9907787,0.00008839916,0.000024237273,0.0000041915805,0.0020382637,0.00025006893,0.00010485344,0.000009288199,0.000019500718,0.00011718271],"about_ca_topic_score_codex":0.0050494685,"about_ca_topic_score_gemma":0.00025755705,"teacher_disagreement_score":0.034710415,"about_ca_system_score_codex":0.00008238179,"about_ca_system_score_gemma":0.00003492033,"threshold_uncertainty_score":0.76333195},"labels":[],"label_agreement":null},{"id":"W2791800245","doi":"10.2196/mhealth.9131","title":"Exploring Digital Health Use and Opinions of University Students: Field Survey Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institut pour la Recherche en Santé Publique","keywords":"Mental health; Psychological intervention; Digital health; Health promotion; Medical education; Psychology; Medicine; Applied psychology; Health care; Gerontology; Public health; Nursing; Psychiatry","score_opus":0.3168642003384309,"score_gpt":0.49739214057157294,"score_spread":0.18052794023314206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791800245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989345,0.00030546472,0.00022782346,0.003204941,0.00054335746,0.0054825037,0.00049690943,0.0001343687,0.00025960273],"genre_scores_gemma":[0.99058497,0.005110338,0.00021571304,0.002850464,0.00029922134,0.0004976902,0.00011491922,0.000037867074,0.00028883998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945952,0.0016091473,0.001318113,0.000750236,0.00044421048,0.0012830643],"domain_scores_gemma":[0.99379146,0.0024500794,0.0008001707,0.0006706821,0.00043645638,0.0018511773],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033859822,0.00029652446,0.00077388843,0.00035874324,0.0025332398,0.000033068736,0.0002932978,0.00016688109,0.000050321043],"category_scores_gemma":[0.00055210566,0.000293735,0.000038867587,0.0007426765,0.00022047567,0.0006882446,0.00033873343,0.00079978956,0.000034376113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006919758,0.0005632812,0.9612286,0.0016705969,0.000018027078,0.0000012281613,0.0058025965,9.70859e-8,3.7849006e-7,0.0015183849,0.0059273355,0.022577481],"study_design_scores_gemma":[0.0023431263,0.002343563,0.9442486,0.00020162959,0.000017304334,0.0000025171198,0.0083749425,0.000016329419,4.247344e-7,0.000048703314,0.04223128,0.00017157948],"about_ca_topic_score_codex":0.012595497,"about_ca_topic_score_gemma":0.006739952,"teacher_disagreement_score":0.036303945,"about_ca_system_score_codex":0.00025911743,"about_ca_system_score_gemma":0.0019535269,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W2792317641","doi":"10.2196/mhealth.9509","title":"Metadata Correction: Clinical Validation of Heart Rate Apps: Mixed-Methods Evaluation","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Metadata; mHealth; World Wide Web; Information retrieval; Medicine; Nursing","score_opus":0.13662144150165334,"score_gpt":0.5071858670100898,"score_spread":0.3705644255084365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792317641","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27598462,0.037728246,0.023885293,0.08075516,0.52296746,0.03148597,0.0010568169,0.00095291133,0.025183517],"genre_scores_gemma":[0.37182158,0.0539078,0.08547061,0.039583843,0.10087712,0.0029678056,0.030933807,0.00096956117,0.3134679],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99155074,0.0040880176,0.002240967,0.0010020551,0.0005325427,0.00058568816],"domain_scores_gemma":[0.99538785,0.001031741,0.0010402065,0.0010122485,0.0007753803,0.0007525515],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.022894897,0.00039813097,0.0018504354,0.00030962875,0.00025494365,0.000062073486,0.00012832465,0.0010644861,0.000363515],"category_scores_gemma":[0.0021402969,0.0003548682,0.00026022474,0.0003809666,0.00029883685,0.00027373873,0.00008005927,0.0015957559,0.0000439246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003363933,0.0003904635,0.0005095539,0.0032356358,0.000107964755,9.149047e-7,0.0001935778,0.0000013313229,0.000051508323,0.0000446187,0.7964181,0.19871],"study_design_scores_gemma":[0.0024108153,0.0018590346,0.072714426,0.00067753147,0.0011914585,0.000039828992,0.00016850783,0.009516589,0.0001051784,0.0002456078,0.91079396,0.0002770481],"about_ca_topic_score_codex":0.00032703983,"about_ca_topic_score_gemma":0.00005568476,"teacher_disagreement_score":0.42209035,"about_ca_system_score_codex":0.00033353377,"about_ca_system_score_gemma":0.008123838,"threshold_uncertainty_score":0.9998903},"labels":[],"label_agreement":null},{"id":"W2792878384","doi":"10.2196/mhealth.9011","title":"Crush the Crave: Development and Formative Evaluation of a Smartphone App for Smoking Cessation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Impact; University of Waterloo","funders":"","keywords":"mHealth; Smoking cessation; Formative assessment; Psychology; Smartphone application; Smartphone app; Computer science; Medicine; Internet privacy; Multimedia; Psychological intervention; Psychiatry","score_opus":0.12632017937533005,"score_gpt":0.43152300082841955,"score_spread":0.3052028214530895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792878384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99600524,0.00025902689,0.0011049011,0.0009857279,0.00014989577,0.0011863945,0.0000061946103,0.000020093214,0.00028252584],"genre_scores_gemma":[0.9985441,0.000071695,0.00044101226,0.0004917074,0.00014992914,0.00021751571,0.000051307168,0.0000092870305,0.000023443834],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988477,0.000074596974,0.0003371025,0.00015851826,0.00038492572,0.00019711783],"domain_scores_gemma":[0.99906987,0.00007630198,0.00023945964,0.00011662324,0.00038870276,0.00010904876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001978207,0.000089560854,0.00017105833,0.00008717064,0.0003546783,0.000013067243,0.00002753011,0.000071507755,0.000015893047],"category_scores_gemma":[0.0000669916,0.0000625877,0.000016250366,0.00013299994,0.00009177916,0.000082211016,0.000013341903,0.00009309406,3.5488043e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005443851,0.00014998692,0.13147235,0.0016938301,0.000033051598,1.3987781e-7,0.04496526,8.490102e-7,0.00011760702,0.000803925,0.0011307559,0.81908786],"study_design_scores_gemma":[0.00245547,0.00045768247,0.99059004,0.00013142187,0.00019816191,0.000009598278,0.001797905,0.001041092,0.0013325722,0.00041830447,0.0015020912,0.000065654305],"about_ca_topic_score_codex":0.000055326534,"about_ca_topic_score_gemma":0.0000411487,"teacher_disagreement_score":0.8591177,"about_ca_system_score_codex":0.00012958121,"about_ca_system_score_gemma":0.0004923111,"threshold_uncertainty_score":0.27279347},"labels":[],"label_agreement":null},{"id":"W2792896687","doi":"10.2196/mhealth.9612","title":"Self-Directed Engagement with a Mobile App (Sinasprite) and Its Effects on Confidence in Coping Skills, Depression, and Anxiety: Retrospective Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Mental health; Referral; Coping (psychology); mHealth; Medicine; Patient Health Questionnaire; Clinical psychology; Psychiatry; Psychology; Psychological intervention; Family medicine; Depressive symptoms","score_opus":0.03299903474912337,"score_gpt":0.410264031210645,"score_spread":0.3772649964615216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792896687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915853,0.002458101,0.000013551125,0.00029711495,0.00034778903,0.0040080813,0.000020699028,0.00025520503,0.0010141185],"genre_scores_gemma":[0.9975512,0.00026350227,0.00028786,0.00060431304,0.00011425184,0.0010035224,0.0000059690415,0.000033029097,0.00013634082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710774,0.00050319504,0.00050090684,0.0009165662,0.00027612015,0.0006954966],"domain_scores_gemma":[0.9985971,0.00024287563,0.00024526595,0.0002864422,0.00010974063,0.00051859487],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084445055,0.0002904801,0.00045807497,0.00023950798,0.00046408916,0.000060169183,0.00009294433,0.00010680289,0.000027976315],"category_scores_gemma":[0.000042026357,0.00024890102,0.000018395607,0.00038258647,0.00011344684,0.00017157423,0.00010012348,0.00046526716,0.000018750445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014132307,0.0042150295,0.93994755,0.0028497744,0.00007150753,0.000078694444,0.013081032,1.7123854e-7,0.0000026677915,0.0027044963,0.00064648624,0.034989372],"study_design_scores_gemma":[0.0037050324,0.012400666,0.9812845,0.0007849238,0.000034817953,0.0000661471,0.0007958359,0.000056846613,0.000027982547,0.00017705148,0.00045503597,0.00021116377],"about_ca_topic_score_codex":0.0003850903,"about_ca_topic_score_gemma":0.0009259703,"teacher_disagreement_score":0.041336957,"about_ca_system_score_codex":0.0002498025,"about_ca_system_score_gemma":0.00010447037,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W2792948205","doi":"10.2196/mhealth.8565","title":"An mHealth Pain Coping Skills Training Intervention for Hematopoietic Stem Cell Transplantation Patients: Development and Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Randomized controlled trial; Focus group; Medicine; Physical therapy; mHealth; Intervention (counseling); Transplantation; Coping (psychology); Psychological intervention; Nursing; Clinical psychology; Surgery","score_opus":0.040139104384216084,"score_gpt":0.35568865435479535,"score_spread":0.31554954997057927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792948205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97626346,0.0007551775,0.012233522,0.0005072973,0.0007178109,0.009305224,0.000020628975,0.00007600022,0.000120862474],"genre_scores_gemma":[0.99441266,0.00051094673,0.0006961889,0.002036247,0.0004106488,0.0016287356,0.0001952647,0.000034200653,0.00007512265],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967837,0.0007912697,0.0011736373,0.00044886608,0.00028494574,0.0005176212],"domain_scores_gemma":[0.9979635,0.00061687676,0.0004917723,0.00015228227,0.00019706102,0.0005784927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004534377,0.00025192782,0.0013271573,0.00018312929,0.00039428732,0.000041850602,0.000049429324,0.00011262714,0.000016874354],"category_scores_gemma":[0.000049676277,0.00020208242,0.00012822388,0.00011342489,0.00010451671,0.00011573266,0.000006999948,0.00016537831,0.0000012684316],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8483102,0.00065344403,0.00036035213,0.0073664184,0.000038963153,0.0000010655673,0.042137958,1.4868593e-7,0.0000065571944,0.00017258235,0.00006732562,0.10088498],"study_design_scores_gemma":[0.98434246,0.008655669,0.0019308629,0.0006681667,0.00029658756,0.0000065509203,0.003001861,0.00033423418,0.000049638107,0.00008166563,0.00042797832,0.00020432635],"about_ca_topic_score_codex":0.00012597014,"about_ca_topic_score_gemma":0.0003909019,"teacher_disagreement_score":0.13603225,"about_ca_system_score_codex":0.00015490854,"about_ca_system_score_gemma":0.0005589337,"threshold_uncertainty_score":0.8240682},"labels":[],"label_agreement":null},{"id":"W2793148410","doi":"10.2196/mhealth.9512","title":"Comparing the Efficacy of a Mobile Phone-Based Blood Glucose Management System With Standard Clinic Care in Women With Gestational Diabetes: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Gestational diabetes; Randomized controlled trial; Postprandial; Obstetrics; Attendance; Diabetes mellitus; Gestational age; Glucose test; Pregnancy; Gestation; Internal medicine; Endocrinology","score_opus":0.021753177450367683,"score_gpt":0.3447563533202121,"score_spread":0.3230031758698444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793148410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827439,0.000861938,0.0001666575,0.0004014298,0.00005923038,0.014778612,0.000020376598,0.000035686957,0.0009321639],"genre_scores_gemma":[0.9924465,0.0002060083,0.0007938989,0.00045427444,0.00009712117,0.0058662975,0.0000476259,0.000022284183,0.000066022985],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99680793,0.00053162454,0.00085058087,0.0003510481,0.00082403724,0.00063479156],"domain_scores_gemma":[0.99760157,0.0010099338,0.00041629377,0.00028583128,0.0003198921,0.00036645553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025115553,0.0002126522,0.0014222169,0.00029233776,0.00017977835,0.000029495108,0.00010557562,0.000043870725,0.000033542357],"category_scores_gemma":[0.00007728794,0.000114324765,0.000071023416,0.00036105752,0.00035096856,0.000044057597,0.00003202841,0.0002173288,0.000004558055],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.984814,0.0005121878,0.0032281277,0.0061556078,0.0003416852,0.000012930806,0.0024706193,0.00009480259,0.0000016145548,0.00033567246,0.000057261565,0.0019755182],"study_design_scores_gemma":[0.9492253,0.010309316,0.032424282,0.0009278029,0.00034508455,0.000001136709,0.0051978384,0.0012349368,0.0000120392115,0.000010858706,0.00020086384,0.00011052791],"about_ca_topic_score_codex":0.000061198574,"about_ca_topic_score_gemma":0.0000806121,"teacher_disagreement_score":0.03558866,"about_ca_system_score_codex":0.00034319624,"about_ca_system_score_gemma":0.0008823445,"threshold_uncertainty_score":0.46620286},"labels":[],"label_agreement":null},{"id":"W2793157302","doi":"10.2196/mhealth.8263","title":"Evaluation of a Mobile Phone–Based Intervention to Increase Parents’ Knowledge About the Measles-Mumps-Rubella Vaccination and Their Psychological Empowerment: Mixed-Method Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Psychological intervention; Empowerment; Randomized controlled trial; Intervention (counseling); Rubella; Measles; Medicine; Family medicine; Psychology; Nursing; Vaccination","score_opus":0.0954727472219916,"score_gpt":0.4678159114862148,"score_spread":0.3723431642642232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793157302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853687,0.0021243654,0.0040665856,0.00084328844,0.0002701956,0.0017773743,0.000010330083,0.00003638264,0.005502734],"genre_scores_gemma":[0.9980672,0.00027816842,0.0005041979,0.00042105667,0.00031128724,0.00033208058,0.000016740625,0.000010756759,0.000058511083],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960976,0.002215895,0.00046166536,0.0004052819,0.0004424067,0.00037715313],"domain_scores_gemma":[0.9984361,0.0001957441,0.00027222506,0.00024110268,0.000524693,0.00033011803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0087406,0.0001562442,0.00026684708,0.00014139242,0.0007441144,0.000051565472,0.00017576822,0.00012647778,0.0001577917],"category_scores_gemma":[0.0002691151,0.00010780213,0.000063093335,0.0004411109,0.000046786357,0.00012460972,0.000047926475,0.000153052,0.000014827272],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033535488,0.0011581234,0.00838508,0.00040443966,0.000015667989,1.5725836e-7,0.036890034,0.0000072692155,0.000038564987,0.0014526292,0.0018261517,0.94948655],"study_design_scores_gemma":[0.005546604,0.0027942574,0.9474336,0.00022121209,0.0002247219,0.000004934518,0.0181215,0.010960351,0.00015208636,0.0050343676,0.009097253,0.00040913868],"about_ca_topic_score_codex":0.00093751174,"about_ca_topic_score_gemma":0.0015396539,"teacher_disagreement_score":0.94907737,"about_ca_system_score_codex":0.00018426888,"about_ca_system_score_gemma":0.0003369397,"threshold_uncertainty_score":0.57232016},"labels":[],"label_agreement":null},{"id":"W2793273676","doi":"10.2196/mhealth.8261","title":"Describing the Process of Adopting Nutrition and Fitness Apps: Behavior Stage Model Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität Konstanz; Bundesministerium für Bildung und Forschung","keywords":"mHealth; Preference; Psychology; Body mass index; Applied psychology; Gerontology; Social psychology; Developmental psychology; Psychological intervention; Medicine","score_opus":0.2103064461386118,"score_gpt":0.4720076244352906,"score_spread":0.2617011782966788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793273676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97724354,0.0024947424,0.0045119254,0.0025924342,0.00022823454,0.010280182,0.0001740527,0.00016931772,0.002305597],"genre_scores_gemma":[0.9742957,0.002507819,0.0048241816,0.003348971,0.0005660312,0.014114383,0.00006468934,0.00005269952,0.00022555722],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958423,0.00045148924,0.0013718519,0.0006592444,0.00038006227,0.0012950863],"domain_scores_gemma":[0.99654603,0.00036570194,0.0009105856,0.00055883126,0.0004776408,0.0011412008],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022564041,0.00029491892,0.00055256224,0.00018976227,0.0032941387,0.000016536987,0.00024639696,0.00033460386,0.000035560955],"category_scores_gemma":[0.00013775364,0.00022583322,0.00004103455,0.0005221633,0.00046479463,0.00020161449,0.00011589019,0.0009894853,0.000009443152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021583212,0.0037377058,0.16301191,0.15274979,0.00004332043,0.0000036340175,0.08086831,0.00010359733,0.00032389947,0.14206287,0.011602015,0.4433346],"study_design_scores_gemma":[0.03278724,0.00482184,0.36552808,0.008364677,0.0011768198,0.00016893446,0.180953,0.26289457,0.00021542137,0.008693371,0.1307031,0.0036929264],"about_ca_topic_score_codex":0.00044669115,"about_ca_topic_score_gemma":0.0001707764,"teacher_disagreement_score":0.43964168,"about_ca_system_score_codex":0.0001443805,"about_ca_system_score_gemma":0.0019939267,"threshold_uncertainty_score":0.9980034},"labels":[],"label_agreement":null},{"id":"W2793301415","doi":"10.2196/mhealth.9794","title":"A Skin Cancer Prevention Facial-Aging Mobile App for Secondary Schools in Brazil: Appearance-Focused Interventional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Skin cancer; Intervention (counseling); Incidence (geometry); Attractiveness; Melanoma; Cancer; Mobile apps; Dermatology; Environmental health; Psychology; Nursing; Internal medicine; World Wide Web","score_opus":0.049341428896298056,"score_gpt":0.4359130787818072,"score_spread":0.3865716498855091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793301415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910387,0.0013458828,0.0011106761,0.0015843397,0.00039412198,0.0042393054,0.00001872238,0.000087099135,0.00018118764],"genre_scores_gemma":[0.99521875,0.000092147755,0.0004250653,0.00094114203,0.00066784094,0.0019380477,0.0000152368,0.000025704767,0.0006760673],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982851,0.000113223905,0.0005303822,0.00042818973,0.00020271771,0.00044038787],"domain_scores_gemma":[0.9992636,0.00002359549,0.00018612159,0.00016222721,0.000099900215,0.00026454922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081440347,0.00015841663,0.00034965365,0.00027465253,0.00027406024,0.000030962543,0.000057365116,0.000080270496,0.00017427278],"category_scores_gemma":[0.000030881518,0.00014866897,0.000078355806,0.00029301608,0.00004965682,0.00014054817,0.000030528045,0.00042696847,0.000013222235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018335247,0.0019857578,0.13920033,0.0039600777,0.000059873055,0.000006887133,0.0048492523,0.0000040056766,0.0001258383,0.00011061837,0.0023046548,0.8455592],"study_design_scores_gemma":[0.020961432,0.0075266934,0.93693066,0.002145864,0.00009273003,0.000039405426,0.0040866234,0.0012045609,0.00024388095,0.0009710476,0.025432838,0.00036426],"about_ca_topic_score_codex":0.0005433023,"about_ca_topic_score_gemma":0.0010314273,"teacher_disagreement_score":0.84519494,"about_ca_system_score_codex":0.0002100615,"about_ca_system_score_gemma":0.0006012907,"threshold_uncertainty_score":0.60625446},"labels":[],"label_agreement":null},{"id":"W2793415121","doi":"10.2196/10159","title":"Acknowledgement Correction: Face-to-Face Versus Mobile Versus Blended Weight Loss Program: Randomized Clinical Trial","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Acknowledgement; mHealth; Randomized controlled trial; Face-to-face; Psychology; Computer science; Medicine; Psychological intervention; Nursing; Computer security; Surgery","score_opus":0.13639178844347408,"score_gpt":0.529704088355399,"score_spread":0.39331229991192485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793415121","genre_codex":"editorial","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007640938,0.012687322,0.00067358237,0.017423311,0.7084383,0.16012858,0.00084726914,0.0023908934,0.089769825],"genre_scores_gemma":[0.004858355,0.16061565,0.0027108642,0.012902504,0.103024125,0.42045212,0.0061268457,0.0008476178,0.28846192],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9742731,0.007914709,0.007794074,0.0034110274,0.0015908743,0.0050162175],"domain_scores_gemma":[0.9756319,0.008145378,0.0044154227,0.0027415382,0.0015628509,0.0075028953],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.014400933,0.0017089173,0.005509084,0.00091994833,0.004878887,0.00009204696,0.0012281213,0.005479046,0.0019850691],"category_scores_gemma":[0.0033195748,0.0015524287,0.0008339921,0.0016262224,0.0010516769,0.00021548917,0.00075019407,0.011493867,0.0053041494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.37294957,0.00082312594,0.00003291467,0.004069844,0.00011987611,0.0000036885222,0.0008064223,6.22013e-7,1.1147716e-8,0.00035166656,0.54273134,0.078110926],"study_design_scores_gemma":[0.36769265,0.0068599535,0.00017099928,0.00066028064,0.00049827306,0.0000023754403,0.00065984414,0.00034054395,1.0879303e-7,0.00007292138,0.6223702,0.00067186326],"about_ca_topic_score_codex":0.00063735794,"about_ca_topic_score_gemma":0.0022831296,"teacher_disagreement_score":0.60541415,"about_ca_system_score_codex":0.0023683377,"about_ca_system_score_gemma":0.024322638,"threshold_uncertainty_score":0.9995657},"labels":[],"label_agreement":null},{"id":"W2793581817","doi":"10.2196/mhealth.9079","title":"A Mobile App (BEDSide Mobility) to Support Nurses’ Tasks at the Patient's Bedside: Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Documentation; Workflow; Think aloud protocol; System usability scale; Computer science; mHealth; Task (project management); Pluralistic walkthrough; Human–computer interaction; Mobile apps; Web usability; World Wide Web; Medicine; Nursing; Psychological intervention; Engineering","score_opus":0.07409734008417491,"score_gpt":0.4785629162980427,"score_spread":0.4044655762138678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793581817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648217,0.0005717593,0.00003588336,0.0033203845,0.0030720413,0.02260474,0.00014077223,0.00038067397,0.0050520683],"genre_scores_gemma":[0.9734217,0.00012583184,0.00011170769,0.012758246,0.0014494247,0.006961317,0.00003880405,0.00011135221,0.005021595],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9864326,0.0043322262,0.0029372224,0.0016822845,0.0010216878,0.003593944],"domain_scores_gemma":[0.992041,0.0014945422,0.0009958026,0.0023051123,0.0006183553,0.0025452],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007349997,0.0006457981,0.0012349434,0.0002911132,0.0049419403,0.00003693844,0.0006143655,0.00047001525,0.0012101586],"category_scores_gemma":[0.0005518465,0.00046430263,0.00012599192,0.0012285861,0.00045398637,0.00020817228,0.0005888768,0.0018915103,0.0019945658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001825967,0.0022595685,0.60646254,0.004353027,0.00005821947,0.000013829749,0.121555746,0.0000031737447,0.000029794102,0.00038939476,0.15885918,0.10418955],"study_design_scores_gemma":[0.0029465754,0.023978438,0.24611087,0.00021980797,0.00009162406,0.000033736225,0.0291734,0.000078947145,0.000021144207,0.00032316675,0.696359,0.0006632889],"about_ca_topic_score_codex":0.00893267,"about_ca_topic_score_gemma":0.034747977,"teacher_disagreement_score":0.53749985,"about_ca_system_score_codex":0.002885045,"about_ca_system_score_gemma":0.0052512162,"threshold_uncertainty_score":0.9997809},"labels":[],"label_agreement":null},{"id":"W2793636399","doi":"10.2196/mhealth.9069","title":"Quality of Publicly Available Physical Activity Apps: Review and Content Analysis","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University College London; Medical Research Council; National Institute for Health and Care Research","keywords":"Popularity; Internet privacy; Digital health; mHealth; Quality (philosophy); Health promotion; Physical activity; Computer science; World Wide Web; Medicine; Psychology; Health care; Public health; Nursing; Psychological intervention","score_opus":0.44210135076200974,"score_gpt":0.583437028508393,"score_spread":0.14133567774638323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793636399","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00077159854,0.9787795,0.00005353422,0.0016130906,0.0002431207,0.014609412,0.0010897504,0.00014996699,0.0026900407],"genre_scores_gemma":[0.00024000209,0.97963154,0.0002086426,0.0031788088,0.0006337666,0.0139437355,0.00042606477,0.00008000752,0.0016574294],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98773736,0.0040516993,0.0037738013,0.0017912772,0.0006544093,0.0019914277],"domain_scores_gemma":[0.98694545,0.0023500589,0.005462413,0.0018588172,0.0007007247,0.0026825522],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0069597913,0.0009016976,0.008228102,0.00074791745,0.00153988,0.000018989502,0.00046893052,0.00091355556,0.0003919798],"category_scores_gemma":[0.0005609422,0.0007081265,0.00066276785,0.00261983,0.00046220227,0.00020439852,0.000355472,0.0023519348,0.00029166107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037940827,0.00028811305,0.00061736477,0.5100628,0.0001958234,2.9393934e-7,0.000115503666,4.036937e-9,3.5058974e-8,0.0022201315,0.020273568,0.46618843],"study_design_scores_gemma":[0.0006155185,0.00024728687,0.0032522976,0.013820846,0.004990513,0.0000042296538,0.00008699078,0.000011314418,2.616355e-8,0.000059565547,0.9764708,0.00044060985],"about_ca_topic_score_codex":0.0038334609,"about_ca_topic_score_gemma":0.0008264196,"teacher_disagreement_score":0.95619726,"about_ca_system_score_codex":0.00053719385,"about_ca_system_score_gemma":0.0068683038,"threshold_uncertainty_score":0.9999497},"labels":[],"label_agreement":null},{"id":"W2793892569","doi":"10.2196/mhealth.9409","title":"Using Google Glass in Surgical Settings: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Surgical site infection prevention","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Feinberg School of Medicine; Agency for Healthcare Research and Quality; Northwestern University","keywords":"Medicine; Computer science","score_opus":0.14729903113769344,"score_gpt":0.4866460608206561,"score_spread":0.33934702968296265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793892569","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010085927,0.9917205,0.00000796682,0.00021842375,0.00028063884,0.0067699347,0.000015781268,0.00008843485,0.000797463],"genre_scores_gemma":[0.000020290641,0.99756324,0.00012701824,0.0010002772,0.00042660497,0.00040764347,0.000116200325,0.00006258809,0.00027613412],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9944825,0.0013230473,0.0024126011,0.0006790469,0.0004280609,0.0006746982],"domain_scores_gemma":[0.9969946,0.0004277238,0.0012534057,0.0005194219,0.000101882346,0.0007029239],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033371993,0.00047676082,0.004825992,0.0003742832,0.00013690419,0.000024452487,0.00010322167,0.00048801597,0.00028692093],"category_scores_gemma":[0.0003344704,0.0003414231,0.00045662787,0.0009436368,0.00007608834,0.00007842911,0.00006750734,0.00085662125,0.00014287376],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012959434,0.00010708018,0.000020137011,0.93587065,0.000029514298,0.00006108048,0.00001560867,7.214203e-9,3.4857173e-9,0.0000459257,0.00025736928,0.06357969],"study_design_scores_gemma":[0.0003763014,0.00013641725,0.0000115177545,0.58291274,0.0015485884,0.0017263232,0.0000047991475,0.000014199762,6.140884e-9,0.000008972332,0.4131002,0.00015990899],"about_ca_topic_score_codex":0.00007185419,"about_ca_topic_score_gemma":0.000009753863,"teacher_disagreement_score":0.41284284,"about_ca_system_score_codex":0.0008256182,"about_ca_system_score_gemma":0.0010193458,"threshold_uncertainty_score":0.9999038},"labels":[],"label_agreement":null},{"id":"W2794715525","doi":"10.2196/mhealth.7857","title":"Participants’ Perceptions on the Use of Wearable Devices to Reduce Sitting Time: Qualitative Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; University of California, San Diego","keywords":"Focus group; Thematic analysis; Sitting; Wearable technology; Wearable computer; Qualitative research; Psychology; Intervention (counseling); Applied psychology; mHealth; Medicine; Gerontology; Computer science; Psychological intervention; Nursing","score_opus":0.3196617433500946,"score_gpt":0.5132491726217154,"score_spread":0.19358742927162081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794715525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749661,0.00003340733,0.00010410349,0.02384119,0.000027019187,0.00057352183,0.00003676228,0.00003171255,0.00038617538],"genre_scores_gemma":[0.9906618,0.000076151,0.00076893205,0.0078054257,0.00022852626,0.00004494469,0.000008493148,0.000011438202,0.00039427783],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99802345,0.0004249721,0.00040971334,0.00031609272,0.00028316354,0.00054263684],"domain_scores_gemma":[0.9977641,0.00088621944,0.00020140359,0.00032784423,0.00016516581,0.000655236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009491877,0.00013330484,0.00054625375,0.00018187694,0.0004835472,0.00001889252,0.000063522566,0.000062242165,0.00016325017],"category_scores_gemma":[0.000285777,0.0000882951,0.00008183596,0.00096614804,0.00018174211,0.00010782638,0.000030919695,0.0002725609,0.00013073109],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011497795,0.011941413,0.08611616,0.008247732,0.0020959151,0.000011629171,0.7158038,0.0001824091,0.0153538985,0.02117161,0.054951318,0.07262633],"study_design_scores_gemma":[0.0009210925,0.007044489,0.96684134,0.00057605054,0.0010366429,0.0000038237745,0.011854568,0.0055970806,0.0006178497,0.0004285102,0.004813224,0.00026530834],"about_ca_topic_score_codex":0.001095817,"about_ca_topic_score_gemma":0.00026626725,"teacher_disagreement_score":0.8807252,"about_ca_system_score_codex":0.00008674206,"about_ca_system_score_gemma":0.0003296113,"threshold_uncertainty_score":0.3719103},"labels":[],"label_agreement":null},{"id":"W2794977303","doi":"10.2196/mhealth.9467","title":"Satisfying Product Features of a Fall Prevention Smartphone App and Potential Users’ Willingness to Pay: Web-Based Survey Among Older Adults","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Product (mathematics); Fall prevention; mHealth; Willingness to pay; Poison control; Suicide prevention; Psychology; Applied psychology; Internet privacy; Computer science; Medicine; Psychological intervention; Environmental health; Psychiatry; Mathematics","score_opus":0.03230772383673824,"score_gpt":0.37454500388156514,"score_spread":0.3422372800448269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794977303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99339175,0.00055856624,0.0007108505,0.0009200996,0.0010114764,0.0030496344,0.00011588912,0.00012149653,0.000120231016],"genre_scores_gemma":[0.99582255,0.00052051194,0.0010290766,0.0009738949,0.00067467766,0.00026054992,0.00017777266,0.000048315225,0.00049267686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99573845,0.0012803031,0.000949256,0.0007485275,0.00037777008,0.00090571336],"domain_scores_gemma":[0.9976465,0.00018914769,0.00069149403,0.00042032544,0.00041808694,0.0006344336],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025689837,0.00030172846,0.00060507463,0.00021500736,0.0009745882,0.00002147257,0.00014081864,0.00028571583,0.000014957139],"category_scores_gemma":[0.00015249902,0.00024909858,0.000060010472,0.00046539577,0.00018620487,0.00019669897,0.000093640134,0.00061164895,0.000016171305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001391781,0.00045675048,0.9446022,0.006708918,0.000021904752,0.0000016722099,0.0048027863,4.8085997e-7,0.00030433564,0.00006163367,0.005936255,0.035711315],"study_design_scores_gemma":[0.003738844,0.00054209254,0.9926988,0.0015184511,0.000041679756,0.0000023870632,0.0005061485,0.0002445628,0.000008061492,0.000086594606,0.0003773373,0.00023507806],"about_ca_topic_score_codex":0.0053187716,"about_ca_topic_score_gemma":0.016308334,"teacher_disagreement_score":0.048096593,"about_ca_system_score_codex":0.000106441315,"about_ca_system_score_gemma":0.00082735834,"threshold_uncertainty_score":0.9999961},"labels":[],"label_agreement":null},{"id":"W2795173592","doi":"10.2196/mhealth.8613","title":"Consumer Mobile Apps for Potential Drug-Drug Interaction Check: Systematic Review and Content Analysis Using the Mobile App Rating Scale (MARS)","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Waterloo","funders":"AGE-WELL","keywords":"Mobile apps; Rating scale; Drug; Computer science; Mobile device; mHealth; App store; Scale (ratio); World Wide Web; Medicine; Psychology; Pharmacology; Psychiatry; Psychological intervention","score_opus":0.15420952413024575,"score_gpt":0.5094779204378678,"score_spread":0.355268396307622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795173592","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041104463,0.9227671,0.0007311328,0.00055215566,0.00085365155,0.07370485,0.0007351755,0.00017667138,0.000068224785],"genre_scores_gemma":[0.00021207838,0.8634371,0.0006954351,0.004115109,0.00067985087,0.12907165,0.00070701167,0.00014604909,0.0009356851],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860083,0.003757986,0.0059121014,0.0016403679,0.0005633586,0.002117909],"domain_scores_gemma":[0.9871359,0.0027516596,0.0060364995,0.0015951872,0.00078085787,0.0016998849],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008163133,0.0010739492,0.006536878,0.0006551633,0.004972849,0.0000806905,0.0005307644,0.0006688427,0.00011717376],"category_scores_gemma":[0.000254685,0.00072462554,0.000790496,0.0015473383,0.00033870808,0.0002156155,0.00028601778,0.0021358177,0.00007759918],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003754009,0.000104245206,0.000033522043,0.95317495,0.00029737057,5.801047e-7,0.00074639474,0.0000012809925,8.7000195e-8,0.00010068015,0.00936951,0.03613384],"study_design_scores_gemma":[0.0009839167,0.00019444007,0.000014672451,0.22559208,0.030430159,0.00006467207,0.0044693993,0.00096981286,7.301722e-8,0.000026874488,0.7365376,0.00071632053],"about_ca_topic_score_codex":0.0010593138,"about_ca_topic_score_gemma":0.00056542567,"teacher_disagreement_score":0.7275829,"about_ca_system_score_codex":0.00094337965,"about_ca_system_score_gemma":0.0037646818,"threshold_uncertainty_score":0.9995205},"labels":[],"label_agreement":null},{"id":"W2795198366","doi":"10.2196/mhealth.9669","title":"Monitoring Energy Balance in Breast Cancer Survivors Using a Mobile App: Reliability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Granada; Instituto de Salud Carlos III; Ministerio de Economía y Competitividad","keywords":"mHealth; Intraclass correlation; Breast cancer; Reliability (semiconductor); Medicine; Accelerometer; Cancer; Physical therapy; Gerontology; Computer science; Clinical psychology; Internal medicine; Psychological intervention; Psychometrics; Nursing","score_opus":0.047462484780563204,"score_gpt":0.41303012721160315,"score_spread":0.36556764243103995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795198366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965685,0.0014229334,0.000018985034,0.0004339983,0.0006237164,0.00075822213,0.000032353844,0.000060287468,0.00008098097],"genre_scores_gemma":[0.9964331,0.0018559303,0.000082458326,0.00034742022,0.001013309,0.00018180972,0.0000023621694,0.000027270702,0.000056367408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980838,0.00010575035,0.00045634416,0.00050092605,0.00026477073,0.0005884596],"domain_scores_gemma":[0.9988849,0.00004185866,0.00014166516,0.00033547918,0.00011340078,0.00048267786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000493251,0.00019278307,0.00047257356,0.00013954444,0.00019463293,0.00001601094,0.00006482864,0.00009543748,0.000047315585],"category_scores_gemma":[0.000009421457,0.0001650313,0.000034681227,0.00044037594,0.000106332125,0.000092414295,0.000043283613,0.0002679392,0.0000017876187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005441787,0.0004087321,0.97016567,0.00038956467,0.000007028572,0.000006732924,0.001864285,0.00000869611,0.00003742962,0.000005169329,0.00006167624,0.026500825],"study_design_scores_gemma":[0.0015309864,0.0006566929,0.9939834,0.00019448953,0.000031824722,0.000021053162,0.0012238382,0.0008776048,0.000022617778,0.000016113836,0.0013042608,0.0001371221],"about_ca_topic_score_codex":0.1284155,"about_ca_topic_score_gemma":0.007321785,"teacher_disagreement_score":0.121093705,"about_ca_system_score_codex":0.0005479129,"about_ca_system_score_gemma":0.0006165426,"threshold_uncertainty_score":0.8773885},"labels":[],"label_agreement":null},{"id":"W2795359215","doi":"10.2196/mhealth.6335","title":"Evaluating an mHealth App for Health and Well-Being at Work: Mixed-Method Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"LG Display","keywords":"mHealth; Focus group; Context (archaeology); Psychological intervention; Qualitative research; Psychology; Applied psychology; Interview; Medical education; Medicine; Nursing; Marketing; Sociology; Business","score_opus":0.20089245910209372,"score_gpt":0.6147118026375386,"score_spread":0.4138193435354448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795359215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94300747,0.002505845,0.0058256346,0.017232345,0.0015610993,0.027391672,0.00016334158,0.0006616896,0.0016509175],"genre_scores_gemma":[0.8567243,0.0025904626,0.053523943,0.048146293,0.0035078393,0.03173502,0.000501496,0.00032557396,0.0029450208],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9808877,0.008097186,0.0036245962,0.002372105,0.0008861603,0.00413224],"domain_scores_gemma":[0.9850398,0.004116771,0.0023315558,0.0013448902,0.0008608254,0.006306169],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.022471208,0.00083892053,0.0018077714,0.00060179306,0.0101563595,0.00005456814,0.0004350771,0.0005678377,0.00014844],"category_scores_gemma":[0.0006670467,0.00079428835,0.00010531065,0.0011488997,0.00040414088,0.00037817808,0.00037870585,0.0016154398,0.00016695324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005289753,0.0015494449,0.03805826,0.018388722,0.0000681998,0.0000021824962,0.46979812,0.0000031120107,0.000011646207,0.020360278,0.042224165,0.40424612],"study_design_scores_gemma":[0.029281855,0.040049102,0.18999204,0.0019057216,0.00040048672,0.000060908984,0.41866487,0.0062618367,0.0000071994887,0.01643704,0.29437748,0.002561472],"about_ca_topic_score_codex":0.002124067,"about_ca_topic_score_gemma":0.0037547057,"teacher_disagreement_score":0.40168464,"about_ca_system_score_codex":0.0014065985,"about_ca_system_score_gemma":0.005841841,"threshold_uncertainty_score":0.9997941},"labels":[],"label_agreement":null},{"id":"W2795424710","doi":"10.2196/mhealth.9896","title":"Management of the General Process of Parenteral Nutrition Using mHealth Technologies: Evaluation and Validation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Safe Handling of Antineoplastic Drugs","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Computer science; Parenteral nutrition; Process (computing); Medicine; Process management; Intensive care medicine; Engineering; Psychological intervention; Nursing","score_opus":0.1469413952155492,"score_gpt":0.512707834469254,"score_spread":0.3657664392537049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795424710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937947,0.00032305418,0.00016321264,0.0008299698,0.000527512,0.0041101156,0.0000206608,0.0000586095,0.00017216633],"genre_scores_gemma":[0.9982175,0.0003128689,0.00095721707,0.00010104714,0.00014950866,0.00021333591,0.000010956757,0.000016924554,0.000020643676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721134,0.00056377606,0.0009110749,0.00035277352,0.00052121416,0.00043982727],"domain_scores_gemma":[0.9980659,0.00012443171,0.0008968734,0.00033004148,0.00048472622,0.0000980467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020107392,0.0001597663,0.00034926442,0.00018131467,0.0007766835,0.0000059598665,0.00015046823,0.00012876153,0.000014010363],"category_scores_gemma":[0.000090986316,0.00011903794,0.00002409103,0.00044566905,0.00020053447,0.00010900965,0.00013137047,0.00027978313,0.0000015112718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000983094,0.0015869295,0.8950518,0.028893895,0.00008382803,0.0000012022876,0.02663145,0.000028715498,0.00016100085,0.0018053951,0.0003722712,0.044400435],"study_design_scores_gemma":[0.0064730104,0.0014696408,0.9227172,0.0029624922,0.00038678318,0.000006164536,0.052511174,0.010238346,0.0003260611,0.002581319,0.000113857874,0.00021394218],"about_ca_topic_score_codex":0.00031775466,"about_ca_topic_score_gemma":0.000078644254,"teacher_disagreement_score":0.04418649,"about_ca_system_score_codex":0.00013725588,"about_ca_system_score_gemma":0.00071586546,"threshold_uncertainty_score":0.59737},"labels":[],"label_agreement":null},{"id":"W2795943794","doi":"10.2196/mhealth.8524","title":"Counting Steps in Activities of Daily Living in People With a Chronic Disease Using Nine Commercially Available Fitness Trackers: Cross-Sectional Validity Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; BitTorrent tracker; Physical therapy; Physical activity; Gold standard (test); Population; Activity monitor; Quality of life (healthcare); Psychology; Medicine; Physical medicine and rehabilitation; Gerontology; Computer science; Environmental health; Artificial intelligence; Eye tracking; Internal medicine; Nursing","score_opus":0.13263218660424705,"score_gpt":0.41975475947294993,"score_spread":0.2871225728687029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795943794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979528,0.00020207372,0.0000429948,0.00022698395,0.000096605145,0.0012447087,0.00003191149,0.00003159731,0.00017031233],"genre_scores_gemma":[0.9989207,0.000097487704,0.00010582074,0.00025459757,0.00044716743,0.00005887144,0.000010930806,0.000027705526,0.000076751014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746615,0.0002685144,0.0006226005,0.00048645402,0.0004556162,0.0007006577],"domain_scores_gemma":[0.998476,0.0003475766,0.00033074708,0.00026091145,0.00012356129,0.0004611829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012877302,0.00022235252,0.0007589628,0.00026287689,0.00034496133,0.000033059627,0.00008199494,0.00008867516,0.00008470575],"category_scores_gemma":[0.00008088424,0.00019929108,0.00003752748,0.0005974064,0.00024999562,0.00042765975,0.000059822596,0.0005599295,0.000003207074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018237687,0.0032754135,0.98670536,0.0036869615,0.000011006728,0.000011339298,0.0038860517,0.000023419252,0.00007037675,0.000038123133,0.000022179984,0.00044598104],"study_design_scores_gemma":[0.0030548861,0.00316971,0.9891497,0.000717006,0.00003565465,0.0000120992945,0.00075573334,0.0028759432,0.000018382103,0.000029842302,0.000024919384,0.00015614848],"about_ca_topic_score_codex":0.010092294,"about_ca_topic_score_gemma":0.028820928,"teacher_disagreement_score":0.018728634,"about_ca_system_score_codex":0.0007093555,"about_ca_system_score_gemma":0.003360549,"threshold_uncertainty_score":0.9964996},"labels":[],"label_agreement":null},{"id":"W2796367415","doi":"10.2196/mhealth.9319","title":"Perceptions of Adolescents With Cancer Related to a Pain Management App and Its Evaluation: Qualitative Study Nested Within a Multicenter Pilot Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; SickKids Foundation; University of Toronto; Institute for Clinical Evaluative Sciences; Children's Hospital of Eastern Ontario; Hospital for Sick Children; University of Ottawa","funders":"Canadian Institutes of Health Research; University of Toronto; Pediatric Oncology Group of Ontario; Alex's Lemonade Stand Foundation for Childhood Cancer","keywords":"Helpfulness; Intervention (counseling); Randomized controlled trial; Medicine; Cancer pain; mHealth; Qualitative research; Quality of life (healthcare); Protocol (science); Physical therapy; Psychological intervention; Psychology; Cancer; Nursing; Alternative medicine","score_opus":0.10804225704146996,"score_gpt":0.48708544918517094,"score_spread":0.37904319214370097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796367415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809551,0.00019712256,0.00015074348,0.00077808916,0.000049099996,0.017561186,0.0000109913035,0.00017019812,0.00012746433],"genre_scores_gemma":[0.9964365,0.00009624016,0.0010362648,0.0009303003,0.00005307529,0.0013193411,0.000007654899,0.000024922434,0.00009574138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957056,0.0018532525,0.00071105803,0.0006533749,0.00071296026,0.00036374232],"domain_scores_gemma":[0.9983477,0.000062871964,0.00031063837,0.0003949178,0.0004499515,0.00043392094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070611374,0.00023221184,0.0004784833,0.00033319616,0.00021800185,0.0000146673365,0.00008935746,0.000044591558,0.000027041913],"category_scores_gemma":[0.000107299435,0.0001869453,0.000018294804,0.0006802563,0.000078113815,0.00009205168,0.00009891392,0.00021061726,0.000004114912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025443924,0.0067077144,0.850981,0.0026420455,0.00012821508,0.000007703675,0.13372692,9.1298426e-7,0.000009618462,0.00001575759,0.0003081607,0.0029275422],"study_design_scores_gemma":[0.006942312,0.015186039,0.8941206,0.0004261943,0.0006281009,0.0000015292945,0.081309326,0.0012142512,7.6538345e-7,0.000022436308,0.000007255988,0.00014122634],"about_ca_topic_score_codex":0.00046909836,"about_ca_topic_score_gemma":0.0008957652,"teacher_disagreement_score":0.05241759,"about_ca_system_score_codex":0.0003438479,"about_ca_system_score_gemma":0.00021554173,"threshold_uncertainty_score":0.76234084},"labels":[],"label_agreement":null},{"id":"W2796393343","doi":"10.2196/mhealth.9518","title":"Development of Whole Slide Imaging on Smartphones and Evaluation With ThinPrep Cytology Test Samples: Follow-Up Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"AI in cancer detection","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai Jiao Tong University","keywords":"Android (operating system); Telepathology; Computer science; Android application; Photogrammetry; Multimedia; Artificial intelligence; Real-time computing; Computer hardware; Computer vision; Operating system; Health care","score_opus":0.07019617203025377,"score_gpt":0.37658876469225505,"score_spread":0.30639259266200125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796393343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97949857,0.00015583434,0.0178673,0.001006192,0.00037258226,0.0008752388,0.0000024941364,0.00007092203,0.00015089074],"genre_scores_gemma":[0.9796349,0.000017280181,0.019600954,0.0005183191,0.00008832872,0.00011164497,0.0000023882983,0.000010500992,0.00001567916],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99815893,0.00016239834,0.000391624,0.0005284709,0.00041843747,0.00034011528],"domain_scores_gemma":[0.9987971,0.00017041477,0.0002838736,0.00035696232,0.00021031173,0.000181328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013701705,0.00015360906,0.00024519773,0.00016532515,0.0004412629,0.00004247351,0.00017372018,0.000040039544,0.000003931025],"category_scores_gemma":[0.000047239595,0.00012572506,0.000010072041,0.00029595656,0.00010210238,0.00022103128,0.000094468385,0.00013201011,0.000005630881],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003692165,0.0004297189,0.2166062,0.00046533166,0.00002528534,0.0000028157622,0.05565519,0.0000070633478,0.00024573875,0.00046179217,0.00052131916,0.7252103],"study_design_scores_gemma":[0.0031815579,0.0035643056,0.9773948,0.00013095394,0.00003443505,0.000041837113,0.002587926,0.009938659,0.0006635609,0.0006454191,0.0015625681,0.00025394253],"about_ca_topic_score_codex":0.00023661683,"about_ca_topic_score_gemma":0.0016151102,"teacher_disagreement_score":0.7607886,"about_ca_system_score_codex":0.00017996982,"about_ca_system_score_gemma":0.00082339224,"threshold_uncertainty_score":0.5126919},"labels":[],"label_agreement":null},{"id":"W2796708903","doi":"10.2196/mhealth.7708","title":"Social Interaction Needs and Entertainment Approaches to Pregnancy Well-Being in mHealth Technology Design for Low-Income Transmigrant Women: Qualitative Codesign Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Focus group; Participatory design; Psychology; Applied psychology; Medicine; Nursing; Business; Marketing; Engineering","score_opus":0.20340515368906842,"score_gpt":0.49178666036424634,"score_spread":0.2883815066751779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796708903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9129754,0.00050100905,0.031233417,0.023245396,0.00044530787,0.030927911,0.000051735817,0.00024961605,0.00037020934],"genre_scores_gemma":[0.93351626,0.00059905136,0.0025987574,0.0038015535,0.00043149022,0.05877076,0.00002519297,0.000085026695,0.00017192234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9912349,0.0023305367,0.0022735102,0.0011576628,0.00037802616,0.0026253706],"domain_scores_gemma":[0.9956036,0.0013936505,0.0007782506,0.00047408056,0.00022119224,0.0015292107],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0057631517,0.00053420244,0.0011617776,0.0014282035,0.0030067365,0.000027265112,0.00028202205,0.0005019026,0.000034486016],"category_scores_gemma":[0.00015375085,0.000510142,0.00005343275,0.0014675003,0.00024631093,0.00020905874,0.000110237146,0.0011721188,0.000040995285],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005988213,0.0022285564,0.02808908,0.016950069,0.000056068737,0.000004154118,0.78770393,0.000013025098,0.00002694533,0.035262223,0.001835391,0.12184233],"study_design_scores_gemma":[0.026793396,0.026558543,0.09296289,0.0039447392,0.00018972975,0.000023092089,0.77838975,0.004540874,0.00004389895,0.034524865,0.030190686,0.0018375146],"about_ca_topic_score_codex":0.0005759978,"about_ca_topic_score_gemma":0.0013700571,"teacher_disagreement_score":0.12000481,"about_ca_system_score_codex":0.0014268857,"about_ca_system_score_gemma":0.001662058,"threshold_uncertainty_score":0.999735},"labels":[],"label_agreement":null},{"id":"W2796817098","doi":"10.2196/mhealth.9620","title":"Managing Patient-Generated Health Data Through Mobile Personal Health Records: Analysis of Usage Data","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical record; Medicine; mHealth; Disease; Diabetes mellitus; Obesity; Health records; Medical emergency; Family medicine; Health care; Internal medicine; Nursing","score_opus":0.21059183837498927,"score_gpt":0.509031187868743,"score_spread":0.2984393494937537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796817098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6212308,0.08611595,0.025842393,0.13786964,0.0077866977,0.05222483,0.056049418,0.0021425441,0.010737764],"genre_scores_gemma":[0.78761184,0.07321008,0.017390328,0.086891584,0.0023959002,0.0043324977,0.027243575,0.0002523299,0.0006718749],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98556864,0.0027735606,0.004510404,0.0027167564,0.0010221838,0.0034084385],"domain_scores_gemma":[0.9864534,0.00092402555,0.0038587048,0.0052940743,0.00059332,0.0028764673],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007511834,0.00068790757,0.002410998,0.0009931421,0.0047981613,0.00003534044,0.0018327739,0.0004231467,0.0007587775],"category_scores_gemma":[0.00025109737,0.00065449765,0.00012001972,0.004210749,0.00054132304,0.00080821523,0.0015932237,0.0015949565,0.00013189515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079992175,0.0010000794,0.034229066,0.012941527,0.0005073301,0.0000036106849,0.024224563,0.000013075589,0.000007847199,0.0031191865,0.31860387,0.60454994],"study_design_scores_gemma":[0.0029945374,0.0031320073,0.052553616,0.0008065749,0.0006236529,0.000013047283,0.011718448,0.04358566,0.0000020600753,0.0004925114,0.8832728,0.0008050391],"about_ca_topic_score_codex":0.024076272,"about_ca_topic_score_gemma":0.01701418,"teacher_disagreement_score":0.60374486,"about_ca_system_score_codex":0.0008119019,"about_ca_system_score_gemma":0.011247276,"threshold_uncertainty_score":0.99959064},"labels":[],"label_agreement":null},{"id":"W2797034387","doi":"10.2196/mhealth.9055","title":"How Mobile App Design Impacts User Responses to Mixed Self-Tracking Outcomes: Randomized Online Experiment to Explore the Role of Spatial Distance for Hedonic Editing","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mediation; Eye tracking; Psychology; Tracking (education); Outcome (game theory); Digital health; Presentation (obstetrics); Computer science; Applied psychology; Artificial intelligence; Health care; Medicine","score_opus":0.14383316622734618,"score_gpt":0.47562739768007634,"score_spread":0.3317942314527301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797034387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656273,0.001865567,0.017816879,0.005763632,0.0013008547,0.007293723,0.00019690531,0.0001100779,0.000025066245],"genre_scores_gemma":[0.9861963,0.00005779617,0.0063262787,0.0020291612,0.0007433845,0.004257096,0.000027252623,0.000049913917,0.0003128407],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996445,0.0008304691,0.0009404012,0.0005152164,0.0002596744,0.0010092651],"domain_scores_gemma":[0.99704486,0.00088710984,0.00047873022,0.00051349925,0.00026090065,0.0008149038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020129757,0.00028994647,0.00081485684,0.00018659956,0.00053298415,0.000056289853,0.0002574462,0.0001391864,0.00005181243],"category_scores_gemma":[0.0002822624,0.00020129,0.00019487696,0.00023691126,0.00012447656,0.00011495475,0.000060223636,0.00022748335,0.000012513299],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.33903918,0.006335273,0.02735087,0.0022437554,0.00031943695,0.000008558874,0.17508921,0.000011584678,0.0010777807,0.007074357,0.031815894,0.40963408],"study_design_scores_gemma":[0.21229634,0.04467492,0.35825878,0.002213447,0.000815434,0.00005692781,0.14139077,0.0012006423,0.0064759557,0.0015036877,0.22880095,0.0023121461],"about_ca_topic_score_codex":0.0009997679,"about_ca_topic_score_gemma":0.0006233923,"teacher_disagreement_score":0.40732193,"about_ca_system_score_codex":0.00016839703,"about_ca_system_score_gemma":0.0003190047,"threshold_uncertainty_score":0.8208368},"labels":[],"label_agreement":null},{"id":"W2797397915","doi":"10.2196/mhealth.9504","title":"Women’s Perceptions of Using Mobile Phones for Maternal and Child Health Support in Afghanistan: Cross-Sectional Survey","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mobile phone; Cross-sectional study; Mobile technology; Random digit dialing; Medicine; Phone; Health care; Internet privacy; Environmental health; Mobile device; Psychology; Psychological intervention; Nursing; Population; Computer science; Telecommunications; Political science; World Wide Web","score_opus":0.10558390435939141,"score_gpt":0.49715306972002865,"score_spread":0.39156916536063724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797397915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98895437,0.0006866684,0.00070230593,0.0006153162,0.0007491408,0.0065715937,0.0014092847,0.00007844336,0.0002328559],"genre_scores_gemma":[0.98261034,0.0026981179,0.0015072306,0.003779707,0.0007091737,0.008170154,0.00018914466,0.000066744666,0.00026937728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937412,0.00074555405,0.002319265,0.0008512755,0.00034461543,0.0019980867],"domain_scores_gemma":[0.9957749,0.0005905217,0.0010854184,0.00045177864,0.0004903725,0.0016070002],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052836635,0.00034267275,0.00089071214,0.0004700417,0.0028408617,0.00002374729,0.00018936321,0.0003747308,0.0004531807],"category_scores_gemma":[0.00012325954,0.00034059444,0.000054876877,0.00052876165,0.00045850943,0.0001907535,0.00010904558,0.0007305652,0.00002542526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008390205,0.00017406665,0.98261416,0.0064113443,0.000006744493,2.959297e-7,0.0032508902,0.0000032194857,0.000010144,0.0014556543,0.0006590705,0.0045753736],"study_design_scores_gemma":[0.0026583439,0.0011657893,0.9815154,0.00017734192,0.0000051637285,0.00002277671,0.0012277688,0.00040654626,0.0000023070895,0.0004645771,0.012151882,0.00020211257],"about_ca_topic_score_codex":0.0053341584,"about_ca_topic_score_gemma":0.0055569946,"teacher_disagreement_score":0.011492811,"about_ca_system_score_codex":0.0009795359,"about_ca_system_score_gemma":0.0038591744,"threshold_uncertainty_score":0.99990463},"labels":[],"label_agreement":null},{"id":"W2797490504","doi":"10.2196/mhealth.9311","title":"Mobile Breast Cancer e-Support Program for Chinese Women With Breast Cancer Undergoing Chemotherapy (Part 1): Qualitative Study of Women’s Perceptions","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Randomized controlled trial; Medicine; Nonprobability sampling; Qualitative research; Cancer; Family medicine; Social support; Descriptive statistics; Population; Psychology; Internal medicine; Psychotherapist","score_opus":0.030396860124629665,"score_gpt":0.42866064794549086,"score_spread":0.3982637878208612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797490504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928667,0.00022521381,0.000020149417,0.0016557529,0.00024969486,0.0040773954,0.0007036939,0.00010124327,0.000100142395],"genre_scores_gemma":[0.9819557,0.000940282,0.000092725546,0.0017769703,0.00085929246,0.013747135,0.000028542176,0.0000640853,0.0005352351],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974959,0.000121404475,0.0005100662,0.0005364341,0.00037511272,0.00096109597],"domain_scores_gemma":[0.9979511,0.000074553165,0.00031048738,0.00032920676,0.00049153593,0.00084314303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006710619,0.0003038181,0.0007388661,0.0001474364,0.0003222916,0.000021804177,0.00009018579,0.00009514679,0.00083027873],"category_scores_gemma":[0.0000054283582,0.00021877937,0.000047439804,0.0004835596,0.0002346587,0.00012138746,0.000022965996,0.00021341034,0.0000022276217],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008941424,0.0023271183,0.123168364,0.0036381579,0.00021543723,0.0000017335626,0.7747089,0.000001649287,0.000019454208,0.000015637626,0.0012667304,0.085695356],"study_design_scores_gemma":[0.008014078,0.019921767,0.5184083,0.00029105498,0.00009701797,0.000060530394,0.44978198,0.00003331638,0.0000019277038,0.00003981895,0.003062855,0.00028735911],"about_ca_topic_score_codex":0.0064219013,"about_ca_topic_score_gemma":0.022731898,"teacher_disagreement_score":0.39523992,"about_ca_system_score_codex":0.001306115,"about_ca_system_score_gemma":0.0020990777,"threshold_uncertainty_score":0.9951007},"labels":[],"label_agreement":null},{"id":"W2798005616","doi":"10.2196/mhealth.9187","title":"Interactive Two-Way mHealth Interventions for Improving Medication Adherence: An Evaluation Using The Behaviour Change Wheel Framework","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"mHealth; Behavior change methods; Behavior change; Psychological intervention; Outreach; Behaviour change; Intervention (counseling); Mobile phone; Work behavior; Psychology; Applied psychology; Medicine; Computer science; Nursing; Social psychology; Engineering; Work (physics)","score_opus":0.3216442304735155,"score_gpt":0.5877153979952343,"score_spread":0.26607116752171883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798005616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86866224,0.0040620565,0.06513932,0.017033162,0.005939439,0.03778297,0.00049093936,0.0004483642,0.00044154035],"genre_scores_gemma":[0.93594646,0.00079065404,0.008998302,0.010706417,0.0049714358,0.03803363,0.00037293794,0.0000945554,0.000085613865],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9919745,0.0021150205,0.002143023,0.0011215461,0.0007269861,0.0019189616],"domain_scores_gemma":[0.9922511,0.0012934376,0.0021089902,0.0011339093,0.0015110709,0.0017014955],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00880036,0.0004450402,0.00067735364,0.0003938718,0.0067707947,0.00005331988,0.0004924159,0.00053634844,0.00041459946],"category_scores_gemma":[0.0008022754,0.0003597534,0.00015090854,0.0007025884,0.0003612698,0.00065108197,0.0001553521,0.0017157997,0.00006732564],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012216149,0.0010154817,0.035276417,0.014656069,0.000039396513,6.268871e-7,0.0448848,0.000004012376,0.00005718026,0.031875305,0.004898256,0.86607087],"study_design_scores_gemma":[0.014059851,0.009179676,0.68705064,0.0070014796,0.0018854616,0.000057273486,0.055087395,0.15627582,0.00003410299,0.036457457,0.031087818,0.0018230233],"about_ca_topic_score_codex":0.0060734,"about_ca_topic_score_gemma":0.0056277723,"teacher_disagreement_score":0.8642478,"about_ca_system_score_codex":0.0012399205,"about_ca_system_score_gemma":0.0039013382,"threshold_uncertainty_score":0.99988544},"labels":[],"label_agreement":null},{"id":"W2798041585","doi":"10.2196/mhealth.9754","title":"Evaluating the Validity of Current Mainstream Wearable Devices in Fitness Tracking Under Various Physical Activities: Comparative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Heart rate; Statistics; Physical fitness; Activity tracker; Computer science; Medicine; Simulation; Physical therapy; Mathematics; Blood pressure","score_opus":0.3742408410838435,"score_gpt":0.5381795628493672,"score_spread":0.1639387217655237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798041585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967623,0.00021426799,0.0000662883,0.00085862627,0.00014117804,0.0015546827,0.000010894447,0.000030004227,0.00036179437],"genre_scores_gemma":[0.99891764,0.00008640282,0.000047275927,0.0003319359,0.00049709895,0.00008570472,0.000004516891,0.000013633396,0.000015814836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974286,0.00064950215,0.0004588805,0.00040545227,0.0004906246,0.0005669343],"domain_scores_gemma":[0.9982486,0.0007288171,0.0003235717,0.00028996402,0.00011496926,0.00029410716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012250656,0.00020954553,0.0008187925,0.00009909151,0.00042427846,0.000020882884,0.00010467945,0.000055583703,0.000010135276],"category_scores_gemma":[0.000042509706,0.00014292973,0.00005613462,0.00041657896,0.00028750047,0.00018310206,0.000056394063,0.0006945357,0.0000044382587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006052691,0.05849944,0.3769296,0.0144532975,0.0002002558,0.000013001213,0.25907204,0.00015886346,0.0011382867,0.0068501956,0.00028838517,0.2763439],"study_design_scores_gemma":[0.003332962,0.011632573,0.9612022,0.00061167293,0.0001359897,0.00000994085,0.011876038,0.008644359,0.0002410625,0.0020283286,0.00009870441,0.00018619256],"about_ca_topic_score_codex":0.00065334426,"about_ca_topic_score_gemma":0.001292295,"teacher_disagreement_score":0.58427256,"about_ca_system_score_codex":0.00020236423,"about_ca_system_score_gemma":0.000969419,"threshold_uncertainty_score":0.58285046},"labels":[],"label_agreement":null},{"id":"W2798097320","doi":"10.2196/mhealth.9398","title":"Findings of the Chronic Obstructive Pulmonary Disease-Sitting and Exacerbations Trial (COPD-SEAT) in Reducing Sedentary Time Using Wearable and Mobile Technologies With Educational Support: Randomized Controlled Feasibility Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Leicester Biomedical Research Centre; Loughborough University; University of Leicester; National Institute for Health and Care Research; University Hospitals of Leicester NHS Trust","keywords":"Medicine; Randomized controlled trial; Physical therapy; Sitting; Pulmonary rehabilitation; Psychological intervention; COPD; Exacerbation; Patient education; Physical medicine and rehabilitation; Rehabilitation; Nursing; Internal medicine","score_opus":0.03210802232940329,"score_gpt":0.3611755445679705,"score_spread":0.3290675222385672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798097320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794806,0.0050106077,0.000004200522,0.0020060265,0.00016397279,0.013067786,0.00005590108,0.00003896258,0.00017189597],"genre_scores_gemma":[0.9979074,0.00041162464,0.0002546612,0.000049423605,0.00035261916,0.00071476836,0.000026241625,0.000027598371,0.00025567427],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967734,0.00056238385,0.0008907238,0.00068658224,0.000488537,0.0005983577],"domain_scores_gemma":[0.99769974,0.0008839743,0.00042344932,0.00040858443,0.00020006101,0.0003841781],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017084357,0.00027776265,0.0012659667,0.00030761378,0.00050977536,0.00003636751,0.00011630911,0.00013762765,0.00012281553],"category_scores_gemma":[0.0006976643,0.00018781978,0.00012214115,0.00047391033,0.0016493632,0.00021435929,0.00015352483,0.00046714605,0.0000011802449],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9410418,0.00053500355,0.052081276,0.001871234,0.00007827384,0.000007735799,0.0007565852,0.000010680026,0.0001398014,0.00009402943,0.000032596265,0.0033509287],"study_design_scores_gemma":[0.72165203,0.0010487774,0.26697725,0.0005838103,0.00037947364,0.000062316154,0.0011031141,0.0070289215,0.000029690063,0.0009383754,0.000012447253,0.0001837719],"about_ca_topic_score_codex":0.00046392437,"about_ca_topic_score_gemma":0.000041175797,"teacher_disagreement_score":0.21938983,"about_ca_system_score_codex":0.0008671597,"about_ca_system_score_gemma":0.0046065752,"threshold_uncertainty_score":0.81718665},"labels":[],"label_agreement":null},{"id":"W2798104555","doi":"10.2196/mhealth.4478","title":"A Behavioral Lifestyle Intervention Enhanced With Multiple-Behavior Self-Monitoring Using Mobile and Connected Tools for Underserved Individuals With Type 2 Diabetes and Comorbid Overweight or Obesity: Pilot Comparative Effectiveness Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Overweight; Glycated hemoglobin; Type 2 Diabetes Mellitus; Glycemic; Physical therapy; Weight loss; Type 2 diabetes; Randomized controlled trial; Gerontology; mHealth; Diabetes mellitus; Obesity; Psychological intervention; Intervention (counseling); Blood glucose monitoring; Internal medicine; Nursing","score_opus":0.1936614922370583,"score_gpt":0.49229369819352725,"score_spread":0.29863220595646894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798104555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97548443,0.0005594318,0.0005281383,0.00007402211,0.00046385487,0.022492252,0.00016892991,0.00021024523,0.000018673381],"genre_scores_gemma":[0.9740313,0.00041892825,0.0042212023,0.00026461922,0.0005679528,0.02026752,0.000133118,0.0000698338,0.000025470234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954702,0.0010671115,0.0009979398,0.00088920444,0.00029737348,0.0012781337],"domain_scores_gemma":[0.99468654,0.0023823127,0.0008751031,0.0003680005,0.00058632763,0.0011017419],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014880652,0.00046353534,0.0010525321,0.00022903632,0.002533562,0.00007695826,0.00012411056,0.00028873768,0.00002427259],"category_scores_gemma":[0.0000891652,0.00034941852,0.000033899534,0.000498217,0.00031026942,0.0004271366,0.000098241966,0.0006371727,0.000004332529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.066843726,0.0028233856,0.8971908,0.013404988,0.000113914946,0.0000032756752,0.0074830214,0.0000018898047,0.00055837975,0.00039021287,0.000103863735,0.011082506],"study_design_scores_gemma":[0.0991384,0.050748542,0.83591205,0.0025650111,0.0007057295,0.000018525474,0.006680304,0.00052465743,0.0005582441,0.000066257635,0.0022865834,0.00079572067],"about_ca_topic_score_codex":0.0006681313,"about_ca_topic_score_gemma":0.0016387,"teacher_disagreement_score":0.061278813,"about_ca_system_score_codex":0.00036822786,"about_ca_system_score_gemma":0.0015441343,"threshold_uncertainty_score":0.9998958},"labels":[],"label_agreement":null},{"id":"W2798160620","doi":"10.2196/mhealth.9199","title":"Wearable Activity Tracker Use Among Australian Adolescents: Usability and Acceptability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Usability; Wearable computer; FLEX; Psychological intervention; Physical activity; Focus group; Applied psychology; Psychology; Medicine; Computer science; Physical therapy; Human–computer interaction","score_opus":0.07932591897613325,"score_gpt":0.39665731614882516,"score_spread":0.3173313971726919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798160620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951308,0.0000130241815,0.0014730623,0.0014681709,0.00039905036,0.0011944853,0.000005493696,0.00023898006,0.000076949276],"genre_scores_gemma":[0.99810565,0.000014834956,0.0012083853,0.00039558575,0.0001048498,0.00006286107,7.787759e-7,0.000011069541,0.000095997195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99728256,0.00042245854,0.0004467933,0.0009340221,0.0002572789,0.00065685954],"domain_scores_gemma":[0.9982753,0.00008246346,0.00027524395,0.00082891894,0.00024473362,0.00029335855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012776267,0.00024429648,0.00034510432,0.00018404044,0.00067548535,0.00019754437,0.0003441849,0.000178864,0.00003641644],"category_scores_gemma":[0.00012336163,0.0002250828,0.000025740046,0.0005483799,0.0006084581,0.0019122363,0.00024213006,0.000683522,0.000019238938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010767394,0.00083975843,0.9569364,0.00022302974,0.000008594882,0.0000026832297,0.002421464,1.0242843e-7,0.00004723172,0.0005876461,0.0002844997,0.03854089],"study_design_scores_gemma":[0.00064148806,0.0009848009,0.9961848,0.000032268767,0.000008941627,0.000010527575,0.000358286,0.0005423962,0.00018433883,0.00050046295,0.00037688695,0.00017476971],"about_ca_topic_score_codex":0.0012863593,"about_ca_topic_score_gemma":0.0013317413,"teacher_disagreement_score":0.039248407,"about_ca_system_score_codex":0.00023861926,"about_ca_system_score_gemma":0.00016217181,"threshold_uncertainty_score":0.917861},"labels":[],"label_agreement":null},{"id":"W2799321837","doi":"10.2196/mhealth.9953","title":"A Dietary Assessment App for Hospitalized Patients at Nutritional Risk: Development and Evaluation of the MyFood App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitetet i Oslo","keywords":"Malnutrition; Medicine; Meal; Food intake; Mobile apps; mHealth; Environmental health; Internal medicine; Nursing; Psychological intervention; Computer science","score_opus":0.10062169053585814,"score_gpt":0.43851748467359836,"score_spread":0.33789579413774024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799321837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99172,0.0006872735,0.00005012024,0.0037398227,0.00025612567,0.0030759033,0.00008284727,0.000025778327,0.0003620798],"genre_scores_gemma":[0.9876214,0.0004147615,0.009125732,0.0019623765,0.00021043954,0.00045635377,0.00013925631,0.000015099496,0.000054572225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808973,0.00015904581,0.00054125144,0.00028891143,0.0005844832,0.00033659817],"domain_scores_gemma":[0.9985702,0.00008297182,0.00034861438,0.00016863034,0.0004941572,0.00033543393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013927153,0.0001332233,0.0002988099,0.000090536196,0.00067522726,0.000007685391,0.000044076012,0.00008333796,0.00003344505],"category_scores_gemma":[0.00005978112,0.000098280645,0.00004102043,0.00012828532,0.00012973907,0.000044489057,0.000047163805,0.00015050541,0.0000018274471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015835522,0.0013498907,0.798183,0.008519524,0.0000577046,2.2294721e-7,0.0029747079,2.454739e-7,0.000031098072,0.0006151915,0.008582088,0.17810273],"study_design_scores_gemma":[0.009107435,0.0009742799,0.9775208,0.00031177874,0.00012247947,0.000004729188,0.00011241054,0.0012264253,0.00006975175,0.00081419473,0.009647375,0.00008834091],"about_ca_topic_score_codex":0.00003217239,"about_ca_topic_score_gemma":0.000051374285,"teacher_disagreement_score":0.17933777,"about_ca_system_score_codex":0.0003580793,"about_ca_system_score_gemma":0.00088722777,"threshold_uncertainty_score":0.51933706},"labels":[],"label_agreement":null},{"id":"W2799420985","doi":"10.2196/mhealth.9718","title":"Development of a Healthy Lifestyle Mobile App for Overweight Pregnant Women: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National University of Singapore","keywords":"Overweight; Thematic analysis; Intervention mapping; Psychological intervention; mHealth; Qualitative research; Applied psychology; Intervention (counseling); Psychology; Interactivity; Systematic review; Health promotion; Medicine; Multimedia; Computer science; Nursing; MEDLINE; Public health; Obesity","score_opus":0.06768113701488346,"score_gpt":0.45830347111783676,"score_spread":0.39062233410295333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799420985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99276084,0.00055221544,0.0003993873,0.0007487336,0.000082054714,0.0050390908,0.000041662326,0.00003663048,0.00033938914],"genre_scores_gemma":[0.9856269,0.00019751301,0.008878505,0.0012804872,0.00014370272,0.0030540647,0.00005590265,0.000022423152,0.0007405145],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976178,0.00015229838,0.0006273135,0.00037916034,0.00047617947,0.00074725307],"domain_scores_gemma":[0.99825484,0.00019734874,0.00021562047,0.00021857949,0.00032237137,0.00079125486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016163778,0.0001601723,0.0004379059,0.00021404724,0.00029341644,0.00001079848,0.00007462687,0.000047036618,0.00004975728],"category_scores_gemma":[0.000083179206,0.00012892779,0.000031992113,0.00023954993,0.000117611235,0.000061344006,0.000060539245,0.00012413456,0.000014658167],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007244038,0.00877508,0.0057859076,0.026602997,0.00034174565,0.0000070666183,0.7341745,7.9186793e-7,0.00015935437,0.003888092,0.010044694,0.20297572],"study_design_scores_gemma":[0.020326685,0.08720948,0.29372677,0.00080061826,0.00012616994,0.000007451667,0.34726158,0.000418765,0.0003079436,0.0013641617,0.24782921,0.00062114233],"about_ca_topic_score_codex":0.000040140916,"about_ca_topic_score_gemma":0.00006628058,"teacher_disagreement_score":0.3869129,"about_ca_system_score_codex":0.0002754338,"about_ca_system_score_gemma":0.0013882066,"threshold_uncertainty_score":0.52575225},"labels":[],"label_agreement":null},{"id":"W2799482137","doi":"10.2196/mhealth.9661","title":"Lessons From the Dot Contraceptive Efficacy Study: Analysis of the Use of Agile Development to Improve Recruitment and Enrollment for mHealth Research","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Fertility; Pregnancy; Agile software development; Medicine; Assisted reproductive technology; Longitudinal study; Gynecology; Population; Family medicine; Computer science; Psychological intervention; Nursing; Infertility; Environmental health","score_opus":0.4745470285226173,"score_gpt":0.583998719241822,"score_spread":0.10945169071920469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799482137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9404294,0.00065818627,0.00038975655,0.022201037,0.00045059744,0.03462853,0.001113783,0.0000352711,0.00009343535],"genre_scores_gemma":[0.966985,0.00094267214,0.0023747368,0.0062078917,0.00038387656,0.02265145,0.00007924502,0.000043307984,0.0003318422],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9918732,0.0024324907,0.0022581124,0.0009948221,0.0008239563,0.0016173869],"domain_scores_gemma":[0.9880581,0.0069269747,0.0012024682,0.001309687,0.0012269106,0.0012758692],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070843413,0.00033065974,0.0011085387,0.00042788684,0.004187655,0.000022311095,0.0004801035,0.00024671722,0.00006733686],"category_scores_gemma":[0.00080499187,0.00020710088,0.000111405745,0.0018953867,0.00046459984,0.00008203974,0.00042370154,0.0009252549,0.000013954206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005625444,0.0035346965,0.3175172,0.004218209,0.00093843054,6.821614e-7,0.14880072,0.00002626449,0.00031816817,0.010084903,0.04416104,0.46477425],"study_design_scores_gemma":[0.0025395327,0.0014806829,0.77982634,0.00021287621,0.0003644706,1.9919831e-7,0.006836802,0.00017457556,0.000035207708,0.0001392964,0.20824718,0.00014284263],"about_ca_topic_score_codex":0.010488897,"about_ca_topic_score_gemma":0.018674998,"teacher_disagreement_score":0.4646314,"about_ca_system_score_codex":0.0005903334,"about_ca_system_score_gemma":0.004414042,"threshold_uncertainty_score":0.99923164},"labels":[],"label_agreement":null},{"id":"W2799500060","doi":"10.2196/mhealth.8988","title":"General Practitioners’ Perspective on eHealth and Lifestyle Change: Qualitative Interview Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Syddansk Universitet","keywords":"eHealth; Qualitative research; Perspective (graphical); Telehealth; Gerontology; Psychology; Medicine; Telemedicine; Sociology; Computer science; Health care; Political science","score_opus":0.22975088049591072,"score_gpt":0.5736526970098181,"score_spread":0.3439018165139074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799500060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9038978,0.002843852,0.00016882656,0.06556805,0.0012744078,0.017360087,0.0002038525,0.0003880219,0.0082950555],"genre_scores_gemma":[0.9215297,0.0056703906,0.00073275424,0.051406182,0.0033368948,0.016092528,0.000058667545,0.00008991914,0.0010829393],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99031365,0.004467163,0.0015261321,0.0013114343,0.0005339811,0.0018476247],"domain_scores_gemma":[0.99380904,0.0012388807,0.0010465932,0.00075419847,0.0007463686,0.0024048921],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005352807,0.0005124992,0.0009132804,0.00046431323,0.00407524,0.000030134132,0.00022088052,0.00035670414,0.00025899892],"category_scores_gemma":[0.00035813032,0.00045263086,0.000057099984,0.00069647084,0.00039869055,0.00032852785,0.00017955659,0.001689545,0.00044409215],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020018392,0.0030489014,0.030738022,0.008447386,0.00009228688,0.000013862304,0.5613356,2.243336e-7,0.000006157748,0.22994258,0.05507772,0.10929539],"study_design_scores_gemma":[0.007504247,0.01253835,0.44255695,0.000820296,0.00015279387,0.000029890423,0.28585967,0.00025496315,0.0000015290224,0.006615662,0.24283355,0.000832093],"about_ca_topic_score_codex":0.00693864,"about_ca_topic_score_gemma":0.0032518362,"teacher_disagreement_score":0.41181892,"about_ca_system_score_codex":0.0009636759,"about_ca_system_score_gemma":0.0019172878,"threshold_uncertainty_score":0.9997925},"labels":[],"label_agreement":null},{"id":"W2799561878","doi":"10.2196/mhealth.9363","title":"Development and Validation of a Multidisciplinary Mobile Care System for Patients With Advanced Gastrointestinal Cancer: Interventional Observation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea","keywords":"Medicine; Multidisciplinary approach; Quality of life (healthcare); Common Terminology Criteria for Adverse Events; Observational study; Health care; Cancer; Nursing; Internal medicine","score_opus":0.04421580763294558,"score_gpt":0.3753874960913634,"score_spread":0.3311716884584178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799561878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968168,0.00028712628,0.00030883518,0.00004128685,0.0001249044,0.0023194328,0.000063956446,0.000025669695,0.000011952867],"genre_scores_gemma":[0.99514425,0.000008420986,0.0037431214,0.00002142208,0.00008218624,0.000794696,0.00017657423,0.00001376561,0.000015577902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989878,0.000030232763,0.00033982407,0.00025234272,0.00020316053,0.00018664011],"domain_scores_gemma":[0.9989851,0.000026986796,0.00021850485,0.00009875617,0.000506161,0.0001644809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013469184,0.000112624104,0.00023704382,0.00006739425,0.0001774563,0.0000065129598,0.000025820495,0.000023990364,0.0000033523247],"category_scores_gemma":[0.0000073617352,0.00009058475,0.0000185634,0.0001046084,0.00004227933,0.00006460839,0.000023214867,0.000060393297,2.2473682e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025275443,0.00040616625,0.9289422,0.007325299,0.000015009084,5.56645e-7,0.013305808,0.0000022960353,0.000013042171,0.000016870017,0.000008665376,0.04743652],"study_design_scores_gemma":[0.0041982317,0.009708348,0.96445525,0.0012074437,0.0000642061,0.000005441231,0.019920612,0.00008568718,0.0001080778,0.000001453028,0.00016334325,0.00008189949],"about_ca_topic_score_codex":0.00026772716,"about_ca_topic_score_gemma":0.0012223913,"teacher_disagreement_score":0.047354624,"about_ca_system_score_codex":0.00022271156,"about_ca_system_score_gemma":0.0003756529,"threshold_uncertainty_score":0.3693939},"labels":[],"label_agreement":null},{"id":"W2799613422","doi":"10.2196/10701","title":"The Prescription of Mobile Apps by Primary Care Teams: A Pilot Project in Catalonia","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical prescription; Primary care; Mobile apps; mHealth; Medicine; Nursing; Computer science; Family medicine; World Wide Web; Psychological intervention","score_opus":0.04921632709701963,"score_gpt":0.43714684590508873,"score_spread":0.3879305188080691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799613422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94736904,0.022817161,0.00010492018,0.0022461948,0.000883401,0.018919837,0.00046536193,0.00019483728,0.0069992365],"genre_scores_gemma":[0.9585121,0.01061394,0.00040814764,0.0037985796,0.0006176459,0.024889203,0.00038686336,0.00006455349,0.00070893724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944935,0.00090997305,0.0018530708,0.0006754658,0.00042004383,0.0016479901],"domain_scores_gemma":[0.99656904,0.0006302077,0.000887145,0.00080855866,0.0003913129,0.0007137481],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00207578,0.00030855957,0.00061813433,0.00023895004,0.0023947032,0.000013821392,0.0003497739,0.0002924761,0.000026849915],"category_scores_gemma":[0.00009177732,0.00023407518,0.000044616718,0.000756913,0.0004279734,0.00015127682,0.00013864001,0.001076375,0.000067814755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035025077,0.0008801029,0.1978704,0.04090711,0.000020670317,0.000001808421,0.02797115,0.0000010967238,0.00040137273,0.005760956,0.23199807,0.49068475],"study_design_scores_gemma":[0.0035645878,0.003011891,0.14401136,0.0006894133,0.000030835505,0.0000055808528,0.007831594,0.00007422287,0.000021871705,0.0004890486,0.8399645,0.00030508926],"about_ca_topic_score_codex":0.011689339,"about_ca_topic_score_gemma":0.010199673,"teacher_disagreement_score":0.6079664,"about_ca_system_score_codex":0.00084368454,"about_ca_system_score_gemma":0.0054015266,"threshold_uncertainty_score":0.99890405},"labels":[],"label_agreement":null},{"id":"W2799639077","doi":"10.2196/10409","title":"Electronic 12-Hour Dietary Recall (e-12HR): Comparison of a Mobile Phone App for Dietary Intake Assessment With a Food Frequency Questionnaire and Four Dietary Records","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Medicine; Environmental health; Recall; Food frequency questionnaire; Gerontology; Psychology; Computer science; Telecommunications","score_opus":0.06247544797993996,"score_gpt":0.3868098343809185,"score_spread":0.3243343864009785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799639077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739727,0.015620095,0.00038680306,0.0065319883,0.00022271476,0.0025511212,0.00018787074,0.00009561162,0.00043109455],"genre_scores_gemma":[0.9837444,0.0059175137,0.007257362,0.0015847161,0.00057354936,0.00067985593,0.00016760052,0.0000364129,0.000038620383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975243,0.0000929481,0.00073137897,0.00051912904,0.00034865807,0.00078355893],"domain_scores_gemma":[0.9984062,0.00012933888,0.000354537,0.0002745224,0.00029760686,0.0005378192],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047884838,0.00032049417,0.00091768906,0.0001342042,0.0004690318,0.000015102333,0.00007777162,0.0001483937,0.000019654302],"category_scores_gemma":[0.000030950447,0.0002532254,0.00008692211,0.00022432071,0.00028856326,0.00014093208,0.00005365036,0.00042301288,0.000002088347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01825141,0.005127485,0.67606467,0.025213083,0.00091881165,0.000019852116,0.0035244327,0.0000031710056,0.0003570093,0.0025807011,0.040820736,0.22711866],"study_design_scores_gemma":[0.007240418,0.0680854,0.90795314,0.0010982993,0.00041567665,0.00010327234,0.0014149979,0.00052438385,0.000031219297,0.0033285697,0.009398413,0.0004062317],"about_ca_topic_score_codex":0.0010011443,"about_ca_topic_score_gemma":0.0026712657,"teacher_disagreement_score":0.23188846,"about_ca_system_score_codex":0.00022850683,"about_ca_system_score_gemma":0.0007018277,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W2799688403","doi":"10.2196/mhealth.9565","title":"Multistakeholder Perspectives on Maternal Text Messaging Intervention in Uganda: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Short Message Service; Focus group; Qualitative research; Context (archaeology); mHealth; Mobile phone; Incentive; Qualitative property; Phone; Program Design Language; Medical education; Psychology; Medicine; Nursing; Computer science; Psychological intervention; Sociology","score_opus":0.14892841458284412,"score_gpt":0.5438736470689143,"score_spread":0.39494523248607016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799688403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819761,0.0008174555,0.00018402387,0.0042898497,0.00050169334,0.0067669507,0.00005857395,0.0001707441,0.0052345973],"genre_scores_gemma":[0.98852825,0.0005955241,0.00028197854,0.002643228,0.00060433673,0.006323074,0.00002362215,0.00005744178,0.00094252435],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9929215,0.0024895929,0.0016468291,0.0009892358,0.00044098258,0.0015118989],"domain_scores_gemma":[0.99681574,0.00069714856,0.000715707,0.00054892007,0.00025311223,0.0009693684],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004206186,0.00036256234,0.00065721903,0.0005677249,0.001831785,0.000023388484,0.00021758997,0.00023890134,0.00041114254],"category_scores_gemma":[0.00016819195,0.00032549657,0.000058605157,0.0006197282,0.00022073589,0.00019165683,0.000100100515,0.0013560591,0.00036600308],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020759378,0.0029258362,0.21181391,0.0040524034,0.00003059922,0.000013130332,0.67011404,0.0000011750421,0.0000067855767,0.03731421,0.0049309507,0.06672103],"study_design_scores_gemma":[0.0053432714,0.0017845784,0.6027186,0.0005109366,0.000020559746,0.0000034088323,0.3786013,0.000121958416,0.0000022891163,0.0008151488,0.009832798,0.00024517055],"about_ca_topic_score_codex":0.0048782043,"about_ca_topic_score_gemma":0.0053133913,"teacher_disagreement_score":0.39090466,"about_ca_system_score_codex":0.0007881906,"about_ca_system_score_gemma":0.00077672437,"threshold_uncertainty_score":0.9999197},"labels":[],"label_agreement":null},{"id":"W2799888464","doi":"10.2196/mhealth.9871","title":"The Complexity of Mental Health App Privacy Policies: A Potential Barrier to Privacy","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine","keywords":"Internet privacy; Mental health; Information privacy; mHealth; Privacy policy; Psychology; Computer science; Computer security; Psychological intervention; Psychiatry","score_opus":0.07737885595331664,"score_gpt":0.40719576509936184,"score_spread":0.3298169091460452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799888464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76403856,0.001706587,0.0013856678,0.22460611,0.0013515956,0.0038003565,0.00030154196,0.00023015853,0.0025794138],"genre_scores_gemma":[0.99117273,0.0018575765,0.000984412,0.0045370576,0.0011561819,0.000056554003,0.00002385319,0.000017347258,0.00019426699],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966452,0.0006347114,0.00062056433,0.000416121,0.0006235638,0.0010598046],"domain_scores_gemma":[0.9976779,0.00007307406,0.00037732674,0.0005940621,0.00016464671,0.0011129822],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024757148,0.00018499799,0.0003440689,0.00013292892,0.0045107203,0.000116495685,0.00071979605,0.000111472094,0.000057038636],"category_scores_gemma":[0.0004020122,0.00014866504,0.00006250954,0.0005240864,0.0015441045,0.00025034847,0.00045403445,0.0002706842,0.00003361276],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001776254,0.000740961,0.0059960685,0.0011543069,0.00006764623,0.0000014815209,0.38877812,4.932292e-7,0.00020164558,0.21150997,0.244467,0.14530605],"study_design_scores_gemma":[0.0012024359,0.0016554252,0.07112114,0.000100219724,0.000017196955,0.000009410537,0.009760013,0.00012489784,0.00006291022,0.02528536,0.89032555,0.00033542587],"about_ca_topic_score_codex":0.027119128,"about_ca_topic_score_gemma":0.008107585,"teacher_disagreement_score":0.6458585,"about_ca_system_score_codex":0.0003297088,"about_ca_system_score_gemma":0.001654899,"threshold_uncertainty_score":0.9967853},"labels":[],"label_agreement":null},{"id":"W2799907466","doi":"10.2196/mhealth.9502","title":"Development of a Mobile Clinical Prediction Tool to Estimate Future Depression Severity and Guide Treatment in Primary Care: User-Centered Design","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Focus group; Depression (economics); User-centered design; Mobile apps; Process (computing); Psychology; Medicine; Computer science; Psychological intervention; Psychiatry; World Wide Web; Human–computer interaction","score_opus":0.0905574565441198,"score_gpt":0.48169109839306445,"score_spread":0.39113364184894467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799907466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99386996,0.00087978924,0.00071375316,0.00025784405,0.0010351241,0.0024166366,0.00010549569,0.000056225035,0.00066516054],"genre_scores_gemma":[0.96990335,0.000110847956,0.027911477,0.0006279359,0.00022222902,0.0008741241,0.00008058282,0.000026138763,0.00024331074],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971933,0.00026713536,0.0013156603,0.0005524728,0.00016598197,0.0005054805],"domain_scores_gemma":[0.99878955,0.00007477931,0.0002707788,0.00029094,0.000071982846,0.0005019785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000710357,0.00020476594,0.000434487,0.00015553257,0.00018958491,0.00001686073,0.000088624,0.00017534205,0.000023030747],"category_scores_gemma":[0.000012754625,0.00018023002,0.000041337695,0.00017639951,0.00008362795,0.00011496935,0.00008296044,0.00015180309,0.000022367542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017479414,0.0014266324,0.11437515,0.0011821742,0.000020221813,0.0000056428707,0.007913184,8.726365e-7,0.000009289655,0.00007578035,0.0017648785,0.87147826],"study_design_scores_gemma":[0.0025557065,0.004241838,0.96189374,0.0003959945,0.000018485745,0.000021499614,0.00069175556,0.00003297581,0.00007076046,0.000031925272,0.029907463,0.0001378305],"about_ca_topic_score_codex":0.0001989931,"about_ca_topic_score_gemma":0.0005058941,"teacher_disagreement_score":0.8713404,"about_ca_system_score_codex":0.0005787931,"about_ca_system_score_gemma":0.00050470163,"threshold_uncertainty_score":0.73495674},"labels":[],"label_agreement":null},{"id":"W2799936217","doi":"10.2196/mhealth.9341","title":"Recommendations for Assessment of the Reliability, Sensitivity, and Validity of Data Provided by Wearable Sensors Designed for Monitoring Physical Activity","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sports Performance and Training","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Deutsche Forschungsgemeinschaft","keywords":"Wearable computer; Reliability (semiconductor); Computer science; Wearable technology; Trustworthiness; Data science; Validity; Reliability engineering; Human–computer interaction; Internet privacy; Engineering; Medicine; Embedded system; Psychometrics","score_opus":0.22191957947618582,"score_gpt":0.4772121762733896,"score_spread":0.25529259679720373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799936217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932064,0.000019456147,0.0006970413,0.004041765,0.00011386569,0.0016335658,0.00024636195,0.000014381677,0.000027170567],"genre_scores_gemma":[0.9929866,0.00010838377,0.0064454265,0.0000839012,0.00023829359,0.000057754456,0.00003967228,0.000012149337,0.000027778115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901104,0.000056389374,0.00024117659,0.0002907585,0.00014712375,0.00025352565],"domain_scores_gemma":[0.9987016,0.00034924765,0.00025710452,0.00040196415,0.00015398892,0.00013614826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014085372,0.00010100965,0.00034897143,0.000033368167,0.00026993206,0.000006897238,0.0000526246,0.000054045457,9.748258e-7],"category_scores_gemma":[0.00007942586,0.00007360125,0.00003470738,0.000101407095,0.00013293877,0.00017186343,0.00006870797,0.00012651362,5.023189e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016457732,0.0018702386,0.85772127,0.012425711,0.00007331053,3.8300155e-7,0.0027592832,0.0000032208932,0.0129433125,0.00026983005,0.0049861725,0.1053015],"study_design_scores_gemma":[0.00297476,0.0022623637,0.94797,0.00042326652,0.00023558119,0.000009892764,0.00051706826,0.028670546,0.015020686,0.000178881,0.0016053981,0.00013160356],"about_ca_topic_score_codex":0.00017495101,"about_ca_topic_score_gemma":0.00001926373,"teacher_disagreement_score":0.1051699,"about_ca_system_score_codex":0.000046394183,"about_ca_system_score_gemma":0.0004388693,"threshold_uncertainty_score":0.3001372},"labels":[],"label_agreement":null},{"id":"W2800015376","doi":"10.2196/10403","title":"Metadata Correction: Mobile Phone Ownership Is Not a Serious Barrier to Participation in Studies: Descriptive Study","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"mHealth; Metadata; Mobile phone; Descriptive statistics; Internet privacy; Descriptive research; Phone; Computer science; World Wide Web; Psychology; Medicine; Telecommunications; Statistics; Nursing; Psychological intervention; Mathematics","score_opus":0.2632520024235738,"score_gpt":0.5112128760997938,"score_spread":0.24796087367622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800015376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7078437,0.0071568764,0.000011389752,0.015180447,0.2448075,0.022290008,0.00017096757,0.00025256493,0.0022865513],"genre_scores_gemma":[0.8143546,0.022342639,0.00042479,0.016850952,0.03371831,0.051673032,0.00027213004,0.00023362557,0.060129944],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927281,0.0021385034,0.0012605968,0.001192233,0.001168555,0.0015119942],"domain_scores_gemma":[0.99508846,0.0012959692,0.0007847293,0.0005882727,0.0007008317,0.0015417135],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00481852,0.000467014,0.001179975,0.0006068842,0.0016584697,0.0001660139,0.00039503694,0.00068235997,0.00016460437],"category_scores_gemma":[0.004816454,0.0004685524,0.00006713375,0.001859498,0.00039974749,0.00050133467,0.000117975826,0.0013048351,0.000117150004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018664707,0.00039303652,0.0048701596,0.000608838,0.00003232706,0.000003050849,0.5070835,3.4922826e-7,1.2476664e-7,0.000021820992,0.46825805,0.018542137],"study_design_scores_gemma":[0.0007072517,0.001838254,0.06675771,0.00039711656,0.00015890854,8.955374e-7,0.2693955,0.00001650903,0.0000015442,0.00010129526,0.66014296,0.00048206345],"about_ca_topic_score_codex":0.05491629,"about_ca_topic_score_gemma":0.15612958,"teacher_disagreement_score":0.23768796,"about_ca_system_score_codex":0.0036936698,"about_ca_system_score_gemma":0.007885033,"threshold_uncertainty_score":0.9997766},"labels":[],"label_agreement":null},{"id":"W2800116075","doi":"10.2196/mhealth.8516","title":"A Novel Algorithm for Determining the Contextual Characteristics of Movement Behaviors by Combining Accelerometer Features and Wireless Beacons: Development and Implementation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research; Waseda University; NIHR Leicester Biomedical Research Centre; Loughborough University; Medical Research Council; University Hospitals of Leicester NHS Trust","keywords":"Accelerometer; Context (archaeology); Computer science; Beacon; Intervention (counseling); Focus (optics); Human–computer interaction; Wireless; Movement (music); Behavior change; Artificial intelligence; Psychology; Algorithm; Machine learning; Telecommunications; Social psychology","score_opus":0.06376294288401482,"score_gpt":0.37039875951124074,"score_spread":0.30663581662722594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800116075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9040756,0.000112672955,0.09418435,0.00036968078,0.00016114743,0.0009619241,0.000105068844,0.000024484862,0.000005075422],"genre_scores_gemma":[0.9881714,0.000046681485,0.010337158,0.001113069,0.00005369594,0.00022100404,0.000031640462,0.000011030605,0.000014321185],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99857926,0.000061844126,0.00049019343,0.00034765777,0.00019216345,0.00032885696],"domain_scores_gemma":[0.9988629,0.00026318396,0.00039028915,0.00013430425,0.00016867653,0.00018064216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000641569,0.00015951734,0.00029300555,0.000088006025,0.0004367687,0.00012614048,0.00013509416,0.00005816089,0.0000015426224],"category_scores_gemma":[0.000011199052,0.0001296759,0.00001746217,0.000097255645,0.00011304108,0.00025000467,0.00013257521,0.0001031745,2.5808717e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014569881,0.000065306296,0.007127998,0.00016248302,0.000013424592,1.562205e-7,0.0060719233,8.211549e-10,0.0005365222,0.0001310174,0.00020122784,0.9856754],"study_design_scores_gemma":[0.0051223803,0.0017463918,0.9802368,0.00021668278,0.000053970925,0.000045650977,0.0035660104,0.0028328972,0.0032772808,0.00006287616,0.002391303,0.00044774928],"about_ca_topic_score_codex":0.0001504867,"about_ca_topic_score_gemma":0.000117214906,"teacher_disagreement_score":0.98522764,"about_ca_system_score_codex":0.000050575014,"about_ca_system_score_gemma":0.00017824431,"threshold_uncertainty_score":0.528803},"labels":[],"label_agreement":null},{"id":"W2800141374","doi":"10.2196/mhealth.9563","title":"Web-Based Telepresence Exercise Program for Community-Dwelling Elderly Women With a High Risk of Falling: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Fall prevention; Fear of falling; Medicine; Physical therapy; Randomized controlled trial; Modalities; Poison control; Injury prevention; Medical emergency","score_opus":0.039035321546765235,"score_gpt":0.39577556909393924,"score_spread":0.356740247547174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800141374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654009,0.00041509178,0.0016482587,0.00046405566,0.00060304045,0.030792495,0.00007966917,0.00022237688,0.0003741284],"genre_scores_gemma":[0.9726619,0.00137299,0.0058294167,0.0004496549,0.0006059497,0.018703364,0.00006620958,0.000053667012,0.00025683135],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9917122,0.00438105,0.0018246612,0.0004334181,0.00039575374,0.0012529084],"domain_scores_gemma":[0.99175864,0.004336064,0.0020834852,0.00060136826,0.0006137919,0.000606622],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010599775,0.0003612388,0.0025027096,0.00023846248,0.002300954,0.00002395958,0.0002850429,0.00036836936,0.000018778994],"category_scores_gemma":[0.00053633546,0.0002501019,0.00019452188,0.00033626083,0.0005010266,0.00012581736,0.000043891523,0.0012195051,0.000008660276],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97009647,0.0016333038,0.0010419466,0.0038720958,0.00009639724,4.075369e-7,0.0047833906,0.0000016300986,0.000021352975,0.00032195234,0.0003481994,0.017782833],"study_design_scores_gemma":[0.97474724,0.008651698,0.0051066824,0.0009627437,0.00036176594,4.5947658e-7,0.001995151,0.0047750985,0.0000021055712,0.0022669083,0.0008795814,0.00025058095],"about_ca_topic_score_codex":0.0017050817,"about_ca_topic_score_gemma":0.00065535854,"teacher_disagreement_score":0.017532252,"about_ca_system_score_codex":0.00014099029,"about_ca_system_score_gemma":0.0018314054,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W2800190975","doi":"10.2196/mhealth.8639","title":"Mobile Health Initiatives in Vietnam: Scoping Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Computer science; Medicine; Political science; Psychology; Environmental health; Nursing; Psychological intervention","score_opus":0.1186548750951131,"score_gpt":0.5277559731230681,"score_spread":0.409101098027955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800190975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409404,0.006863852,0.00026014898,0.0032750003,0.0012016519,0.0377101,0.000075942764,0.00044988512,0.009223013],"genre_scores_gemma":[0.9341485,0.0069831396,0.0008183352,0.016038923,0.0011271028,0.0404881,0.000046246147,0.000081214675,0.00026847344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9905217,0.0022703197,0.0027535243,0.0011996622,0.0004984624,0.0027563043],"domain_scores_gemma":[0.9949407,0.00061881694,0.0011086771,0.00087259314,0.00029603502,0.0021632002],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00474224,0.0004707007,0.0011941259,0.0006772261,0.0034849455,0.00002141748,0.0003279352,0.00032016408,0.0003632991],"category_scores_gemma":[0.00016986953,0.00044903677,0.00005496975,0.0013519895,0.00028816273,0.00032965757,0.0002103574,0.0016287863,0.00045761646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080980896,0.0023933733,0.7130747,0.016437376,0.000020096159,0.000010418258,0.06709042,0.000002464176,0.0000055649,0.00816374,0.011251,0.18074106],"study_design_scores_gemma":[0.008280553,0.010881696,0.867514,0.003084319,0.000027295848,0.000011184204,0.03851183,0.00026633334,0.0000015141766,0.000896948,0.06984825,0.00067607337],"about_ca_topic_score_codex":0.002191129,"about_ca_topic_score_gemma":0.008902992,"teacher_disagreement_score":0.18006498,"about_ca_system_score_codex":0.0008068205,"about_ca_system_score_gemma":0.0064008012,"threshold_uncertainty_score":0.99979615},"labels":[],"label_agreement":null},{"id":"W2800204432","doi":"10.2196/mhealth.9115","title":"Mobile App Usage Patterns of Patients Prescribed a Smoking Cessation Medicine: Prospective Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"Varenicline; Smoking cessation; Download; Mobile apps; Pharmacy; Medicine; mHealth; Descriptive statistics; Upload; Internet privacy; Family medicine; Psychology; World Wide Web; Psychiatry; Computer science; Psychological intervention","score_opus":0.10328533723121645,"score_gpt":0.4107545059261005,"score_spread":0.30746916869488405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800204432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967955,0.000045654844,0.00011852351,0.00015034035,0.00027740144,0.0022143095,0.00003355562,0.000057226298,0.0003075113],"genre_scores_gemma":[0.998599,0.00004142425,0.000038412563,0.0003815687,0.00036565197,0.00028025327,0.00017441373,0.000019753108,0.00009950249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809337,0.00010232243,0.0005517564,0.00035002799,0.0006257949,0.00027673895],"domain_scores_gemma":[0.9986876,0.000053794,0.0003473007,0.00023603508,0.00045773102,0.00021753437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055036665,0.00015479774,0.00034620267,0.00016695574,0.00020688327,0.000008912087,0.00006112639,0.000092205446,0.000123607],"category_scores_gemma":[0.00006806576,0.0001264985,0.000026046155,0.0002692922,0.00009892565,0.000134524,0.000028683007,0.00019897161,8.7899343e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003008927,0.0007517477,0.9809007,0.0004679108,0.00001572883,8.8743127e-7,0.010288377,2.024542e-7,0.000016478367,0.00008336179,0.0002537093,0.0069199875],"study_design_scores_gemma":[0.0040507875,0.005461297,0.98795396,0.00015891835,0.0001510514,0.000002040482,0.0017805226,0.00003377089,0.000055544257,0.000084055995,0.00017957616,0.00008845024],"about_ca_topic_score_codex":0.0005905286,"about_ca_topic_score_gemma":0.00005199463,"teacher_disagreement_score":0.008507854,"about_ca_system_score_codex":0.00016682313,"about_ca_system_score_gemma":0.00020492903,"threshold_uncertainty_score":0.51584595},"labels":[],"label_agreement":null},{"id":"W2800317144","doi":"10.2196/mhealth.9471","title":"Using Digital Health Technologies to Understand the Association Between Movement Behaviors and Interstitial Glucose: Exploratory Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Leicester Biomedical Research Centre; Loughborough University; University of Leicester; National Institute for Health and Care Research; University Hospitals of Leicester NHS Trust","keywords":"Postprandial; Glycemic; Medicine; Physical activity; Internal medicine; Endocrinology; Body mass index; Diabetes mellitus; Physical therapy","score_opus":0.12510672255869393,"score_gpt":0.4177123996309595,"score_spread":0.2926056770722656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800317144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96901864,0.0004466218,0.0021362833,0.027185585,0.00007986437,0.00082747475,0.00009742065,0.00012360358,0.00008450154],"genre_scores_gemma":[0.9954634,0.0003824113,0.00021102422,0.0036091488,0.00024976404,0.000018160052,0.000026336507,0.000015680846,0.00002409578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803644,0.00009683211,0.0004319747,0.00041115496,0.00038003764,0.0006435344],"domain_scores_gemma":[0.9987274,0.00014643445,0.00029206494,0.0002629516,0.00009479876,0.00047636105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006700685,0.00018887852,0.0006269384,0.0002906455,0.0006897705,0.00007687792,0.00007899585,0.00012854287,0.000004467018],"category_scores_gemma":[0.000072120005,0.00014104755,0.00006263388,0.0007956712,0.00018919719,0.000206296,0.00010988029,0.00039201704,0.0000054107686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012523853,0.0015039258,0.6720311,0.0027529635,0.0009872653,0.000009376685,0.029824229,0.000004838892,0.0002478013,0.0037771296,0.0029210984,0.2846879],"study_design_scores_gemma":[0.0030139636,0.009465525,0.9520734,0.0004114834,0.0015637623,0.000009721048,0.023506716,0.0008307651,0.00035033902,0.0039876923,0.0042076358,0.00057898485],"about_ca_topic_score_codex":0.00047605296,"about_ca_topic_score_gemma":0.0003506049,"teacher_disagreement_score":0.2841089,"about_ca_system_score_codex":0.0010121207,"about_ca_system_score_gemma":0.0005468646,"threshold_uncertainty_score":0.5751752},"labels":[],"label_agreement":null},{"id":"W2800346877","doi":"10.2196/mhealth.9456","title":"The Interactive Child Distress Screener: Development and Preliminary Feasibility Testing","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Identification (biology); Interface (matter); Computer science; Distress; mHealth; Cognition; Animation; Multimedia; Applied psychology; Psychology; Psychological intervention; Clinical psychology","score_opus":0.07417983524024328,"score_gpt":0.38648359522229175,"score_spread":0.31230375998204846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800346877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763379,0.0017311854,0.000055675206,0.007004689,0.00084602274,0.0005342802,0.000018307042,0.000058779802,0.013413173],"genre_scores_gemma":[0.9962009,0.00015651832,0.00037213883,0.0018451146,0.00061100646,0.000038250677,0.000019804786,0.000012102077,0.0007441356],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99844235,0.000120726734,0.00036680463,0.00043070316,0.00015813057,0.00048126644],"domain_scores_gemma":[0.99908763,0.00017780783,0.00015240962,0.00016643234,0.00008125765,0.00033446337],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00046360542,0.00017105562,0.00017018068,0.0000374379,0.0017220097,0.000051090334,0.00010566328,0.00007084347,0.000026933005],"category_scores_gemma":[0.000039519302,0.000117308555,0.00002058444,0.00014123214,0.00025462915,0.0000588713,0.00008389766,0.0002630379,0.000029785042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013265498,0.0005222404,0.13714814,0.0004004479,0.00004642344,0.0000052236287,0.011644843,6.07539e-8,0.0000025433533,0.008385952,0.007822808,0.83269477],"study_design_scores_gemma":[0.0005642238,0.00028345254,0.9662087,0.00018129621,0.000007730586,0.000031907835,0.0010246725,0.000013130139,0.0000047563985,0.00039161823,0.031155838,0.00013269464],"about_ca_topic_score_codex":0.00010906807,"about_ca_topic_score_gemma":0.00014663028,"teacher_disagreement_score":0.8325621,"about_ca_system_score_codex":0.00007456082,"about_ca_system_score_gemma":0.00013276353,"threshold_uncertainty_score":0.99957764},"labels":[],"label_agreement":null},{"id":"W2800429886","doi":"10.2196/10394","title":"Relevance of Trust Marks and CE Labels in German-Language Store Descriptions of Health Apps: Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"German; World Wide Web; Directory; App store; Computer science; Metadata; Internet privacy; Relevance (law); Context (archaeology); Quality (philosophy); Vendor; Business; Marketing; Linguistics","score_opus":0.06340298648690926,"score_gpt":0.47331539585913035,"score_spread":0.40991240937222106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800429886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741416,0.013372336,0.0008327526,0.0050950395,0.0002682196,0.00427169,0.00036622857,0.000081744605,0.0015703813],"genre_scores_gemma":[0.9761447,0.015474616,0.0028264169,0.0032586183,0.00021886185,0.0015244575,0.00011165358,0.000042272804,0.00039840394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99328816,0.0012673136,0.0028013678,0.0007673938,0.00039879786,0.001476967],"domain_scores_gemma":[0.9950996,0.00072818826,0.0018418501,0.00083801674,0.0003407083,0.001151617],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00391799,0.00032895282,0.001443976,0.0010061483,0.0010539086,0.0000060576467,0.00023757537,0.00035940914,0.00020089954],"category_scores_gemma":[0.00023071365,0.0003171559,0.00008564074,0.0022131917,0.00048627163,0.00016282432,0.00012268769,0.0009221142,0.000015385323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011177316,0.0011902694,0.5594149,0.0382947,0.00015617436,0.0000046249083,0.065727524,0.000008317621,0.00021370799,0.047910955,0.012743951,0.2732171],"study_design_scores_gemma":[0.0033622056,0.001076172,0.952452,0.0008880536,0.00019308113,0.0000073708734,0.0085689435,0.0012469803,0.00001345835,0.0013639166,0.030468453,0.00035937628],"about_ca_topic_score_codex":0.0071325973,"about_ca_topic_score_gemma":0.007411745,"teacher_disagreement_score":0.39303705,"about_ca_system_score_codex":0.00035091225,"about_ca_system_score_gemma":0.0030893884,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W2800464538","doi":"10.2196/mhealth.9726","title":"“The Doctor Needs to Know”: Acceptability of Smartphone Location Tracking for Care Coordination","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"mHealth; Tracking (education); Smartphone application; Internet privacy; Computer science; Medicine; Psychology; Multimedia; Nursing; Psychological intervention","score_opus":0.06970883683384134,"score_gpt":0.4777368562765074,"score_spread":0.4080280194426661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800464538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9039819,0.0061007575,0.012819559,0.04048285,0.0034067195,0.028772779,0.00035609686,0.00032749577,0.003751797],"genre_scores_gemma":[0.9781979,0.000720737,0.0017024735,0.0051334603,0.0013239742,0.012117183,0.00009754116,0.000045745215,0.0006610103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957793,0.00048082112,0.0016069402,0.00051212194,0.00031608436,0.0013047304],"domain_scores_gemma":[0.99393296,0.0013801311,0.00076719455,0.0007058466,0.0020748337,0.0011390316],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026013162,0.00024784618,0.00049042254,0.00026593634,0.004196727,0.00001812675,0.00027780878,0.0002926747,0.00012672557],"category_scores_gemma":[0.0007138199,0.00020094264,0.000061752966,0.0011211354,0.00023095716,0.00014061276,0.00008055577,0.00046946658,0.000077103316],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013143822,0.00016140417,0.03040227,0.013599735,0.000010122745,5.7849903e-8,0.020403598,0.0000025419597,0.00006847728,0.032100905,0.05486888,0.84706765],"study_design_scores_gemma":[0.0016039024,0.0009977786,0.27899638,0.00014845526,0.00003640095,9.689278e-7,0.008512086,0.00016315609,0.00006633522,0.00071355957,0.708577,0.00018400078],"about_ca_topic_score_codex":0.00059102615,"about_ca_topic_score_gemma":0.002261514,"teacher_disagreement_score":0.84688365,"about_ca_system_score_codex":0.0005627277,"about_ca_system_score_gemma":0.002731633,"threshold_uncertainty_score":0.9970997},"labels":[],"label_agreement":null},{"id":"W2800473407","doi":"10.2196/mhealth.9161","title":"Usefulness of a Novel Mobile Diabetes Prevention Program Delivery Platform With Human Coaching: 65-Week Observational Follow-Up","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prediabetes; Weight loss; Medicine; Overweight; Psychological intervention; Coaching; Physical therapy; eHealth; Type 2 diabetes; mHealth; Health coaching; Diabetes mellitus; Obesity; Randomized controlled trial; Internal medicine; Psychology; Health care; Nursing; Endocrinology","score_opus":0.20517532052813978,"score_gpt":0.46154458418181254,"score_spread":0.25636926365367274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800473407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848258,0.00034420856,0.0007133221,0.0007462364,0.00048693345,0.0111239785,0.00018882372,0.00032173473,0.0012489464],"genre_scores_gemma":[0.96552914,0.0002548115,0.005111933,0.0025846933,0.00077724014,0.024420757,0.00052445655,0.000083359206,0.00071361207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99455345,0.00032445477,0.001921443,0.00082373846,0.0006343575,0.001742535],"domain_scores_gemma":[0.995151,0.0005614575,0.0014952346,0.0006920154,0.0007695562,0.0013307702],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020112835,0.00042622493,0.0008499576,0.00032651154,0.0031232862,0.000020341009,0.00030996674,0.0004307852,0.00016589531],"category_scores_gemma":[0.00007351953,0.00036457682,0.000091772024,0.0007927703,0.00041626336,0.0003788645,0.00012653512,0.0009873234,0.000033693577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033973707,0.008263835,0.5953135,0.040522512,0.0001747499,0.000001910316,0.013214873,0.00001624152,0.0006768033,0.08434773,0.01916283,0.23490766],"study_design_scores_gemma":[0.021515574,0.018549701,0.7655476,0.0027403005,0.00033271106,0.000014442572,0.0053798133,0.0029925501,0.00017284253,0.0030714995,0.17846347,0.0012195032],"about_ca_topic_score_codex":0.0008818178,"about_ca_topic_score_gemma":0.0016999469,"teacher_disagreement_score":0.23368816,"about_ca_system_score_codex":0.0003256789,"about_ca_system_score_gemma":0.0034097556,"threshold_uncertainty_score":0.9998806},"labels":[],"label_agreement":null},{"id":"W2800486045","doi":"10.2196/10042","title":"Applying Natural Language Processing to Understand Motivational Profiles for Maintaining Physical Activity After a Mobile App and Accelerometer-Based Intervention: The mPED Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Heart, Lung, and Blood Institute; American Heart Association","keywords":"Intervention (counseling); mHealth; Psychological intervention; Descriptive statistics; Randomized controlled trial; Physical activity; Accelerometer; Psychology; eHealth; Mobile phone; Cluster randomised controlled trial; Physical therapy; Medicine; Computer science; Health care; Statistics; Nursing","score_opus":0.05751161565160162,"score_gpt":0.4179154296410133,"score_spread":0.3604038139894117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800486045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97350425,0.00028419727,0.0051291687,0.003714822,0.000104973726,0.017121341,0.000020450856,0.00006441351,0.000056374163],"genre_scores_gemma":[0.9872383,0.000008967211,0.0005479805,0.0017106473,0.0011967343,0.009184548,0.000019021418,0.000023352164,0.000070482914],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99808353,0.00031814468,0.00038926836,0.00041459882,0.00030211912,0.00049232587],"domain_scores_gemma":[0.9979343,0.0011397001,0.00029268037,0.00015018907,0.00012363313,0.00035949188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012699809,0.00023003508,0.0012253495,0.00012465839,0.0005290071,0.000075293065,0.00005900685,0.00007781188,0.000011728224],"category_scores_gemma":[0.0002580298,0.00013936116,0.00020070045,0.00020039668,0.0002726919,0.00015442759,0.000039015205,0.000357321,0.0000013675367],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9465569,0.0009718678,0.00004914713,0.0014624844,0.000051563577,0.0000010970431,0.0035638497,7.082266e-7,0.0002093762,0.00023887346,0.000055631677,0.046838492],"study_design_scores_gemma":[0.9561287,0.0045359507,0.0034386367,0.0004689662,0.00027893402,0.0000068591717,0.0021953608,0.031942796,0.00019098636,0.00047510132,0.000112687405,0.00022497482],"about_ca_topic_score_codex":0.00004700966,"about_ca_topic_score_gemma":0.000029545256,"teacher_disagreement_score":0.046613514,"about_ca_system_score_codex":0.00014002647,"about_ca_system_score_gemma":0.00043927296,"threshold_uncertainty_score":0.5682983},"labels":[],"label_agreement":null},{"id":"W2800516681","doi":"10.2196/mhealth.8185","title":"Forecasting the Value for Money of Mobile Maternal Health Information Messages on Improving Utilization of Maternal and Child Health Services in Gauteng, South Africa: Cost-Effectiveness Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; World Health Organization; United States Agency for International Development","keywords":"Value for money; mHealth; Business; Maternal health; Value (mathematics); Health services; Environmental health; Advertising; Medicine; Computer science; Population; Nursing; Psychological intervention; Economics; Public economics","score_opus":0.06983724144828402,"score_gpt":0.4221786231853592,"score_spread":0.3523413817370752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800516681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97226626,0.00250052,0.0056317393,0.001689242,0.0003429288,0.016440071,0.0008001617,0.00007608395,0.00025301284],"genre_scores_gemma":[0.9878702,0.0018626589,0.0007111689,0.0024665417,0.00018981493,0.0067035663,0.00014763608,0.000035693756,0.000012706823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939139,0.0012118181,0.002564465,0.0005447127,0.00044077763,0.0013243443],"domain_scores_gemma":[0.9942546,0.0008873691,0.0031919652,0.0005083913,0.00042225173,0.0007354563],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0060312133,0.00034808423,0.0011668896,0.0008201934,0.0018918165,0.000023090235,0.0002483223,0.0002406247,0.000013145349],"category_scores_gemma":[0.00008850897,0.00027046195,0.00009289573,0.0011854479,0.00020013959,0.0003094658,0.000115264535,0.000500613,0.0000029534451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032030076,0.0003506973,0.4326238,0.10573812,0.00013703093,3.419432e-7,0.056046903,0.000804534,0.000007620498,0.016658364,0.00020785854,0.38422173],"study_design_scores_gemma":[0.0036574749,0.002353971,0.9433161,0.0023580461,0.00011513881,0.000004587648,0.0060106595,0.03696438,0.000050897983,0.0004393917,0.004499931,0.00022940934],"about_ca_topic_score_codex":0.0065719713,"about_ca_topic_score_gemma":0.0015894781,"teacher_disagreement_score":0.5106923,"about_ca_system_score_codex":0.00038880564,"about_ca_system_score_gemma":0.0015334121,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W2800551540","doi":"10.2196/mhealth.9834","title":"A New Influenza-Tracking Smartphone App (Flu-Report) Based on a Self-Administered Questionnaire: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nihon University","keywords":"mHealth; Smartphone app; Cross-sectional study; Tracking (education); Smartphone application; Medicine; Psychology; Computer science; World Wide Web; Multimedia; Psychological intervention; Pathology; Nursing","score_opus":0.05824842117110238,"score_gpt":0.4253655442396235,"score_spread":0.3671171230685212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800551540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948096,0.0002655123,0.00032796388,0.0008564358,0.00065169804,0.0018181996,0.00007666518,0.00058968004,0.0006042408],"genre_scores_gemma":[0.9883478,0.000017769606,0.0012359361,0.008391405,0.0014307229,0.00011853886,0.0001388942,0.000054266708,0.0002646273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99635154,0.0002261642,0.0010109703,0.0009047939,0.0007884759,0.0007180674],"domain_scores_gemma":[0.9967091,0.000118207274,0.00045942122,0.0008372938,0.00033890936,0.001537063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00125972,0.00034001173,0.0005624457,0.0002541666,0.0005092213,0.00010309009,0.0001338514,0.00015905278,0.0001345667],"category_scores_gemma":[0.00032169538,0.00031317852,0.00008650833,0.00046602712,0.00013214177,0.00016367655,0.000056629033,0.00043240414,0.00012624646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025683655,0.0012680432,0.9842259,0.00082290993,0.00003984101,0.00020515875,0.0005825725,0.0000023410792,0.000009544667,0.000034284665,0.0048662173,0.005374812],"study_design_scores_gemma":[0.0058841733,0.0034456453,0.9790853,0.0001811178,0.000060121667,0.00019877224,0.000037979455,0.00044969132,0.00000848987,0.000040961484,0.010376449,0.00023127953],"about_ca_topic_score_codex":0.0009878995,"about_ca_topic_score_gemma":0.00051154476,"teacher_disagreement_score":0.00753497,"about_ca_system_score_codex":0.00038421914,"about_ca_system_score_gemma":0.003037509,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W2800575252","doi":"10.2196/mhealth.9438","title":"Mobile Breast Cancer e-Support Program for Chinese Women With Breast Cancer Undergoing Chemotherapy (Part 2): Multicenter Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Newcastle Australia; National Natural Science Foundation of China; Hunter Cancer Research Alliance","keywords":"Breast cancer; Medicine; Randomized controlled trial; Oncology; Chemotherapy; Cancer; Internal medicine; Gynecology","score_opus":0.016046962730551822,"score_gpt":0.36971451172880954,"score_spread":0.3536675489982577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800575252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96710217,0.0010727784,0.00006637624,0.005694531,0.0013785699,0.023798618,0.00034328748,0.00019117948,0.00035246168],"genre_scores_gemma":[0.94089377,0.0036977192,0.00017139282,0.006653514,0.003991009,0.04294355,0.00004475935,0.00009041921,0.0015138639],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9968664,0.00017600277,0.00083950104,0.0006316379,0.00041428884,0.0010721879],"domain_scores_gemma":[0.9975297,0.0002492425,0.00050873234,0.0003331238,0.000449121,0.00093006593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011502635,0.00043886658,0.0021346414,0.00013930921,0.00032889284,0.00005847601,0.000098446275,0.00016932336,0.00083220855],"category_scores_gemma":[0.000023824816,0.0002649651,0.00022140131,0.00028040897,0.00032244477,0.00012541965,0.000020296475,0.0002647152,0.0000039449747],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93189,0.00065038033,0.005300625,0.001677862,0.00033116664,0.0000025222582,0.005783304,6.537982e-7,0.000005487639,0.00001136473,0.0015345298,0.052812066],"study_design_scores_gemma":[0.97776395,0.004844545,0.0074805017,0.0003523979,0.00035492773,0.00006134864,0.0008875621,0.00044754692,0.0000031205054,0.000020683121,0.007484067,0.00029935458],"about_ca_topic_score_codex":0.0020047505,"about_ca_topic_score_gemma":0.005067286,"teacher_disagreement_score":0.052512713,"about_ca_system_score_codex":0.0004937572,"about_ca_system_score_gemma":0.002430802,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W2800630263","doi":"10.2196/10662","title":"A Mobile App for Identifying Individuals With Undiagnosed Diabetes and Prediabetes and for Promoting Behavior Change: 2-Year Prospective Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prediabetes; Diabetes mellitus; mHealth; Gerontology; Mobile apps; Medicine; Prospective cohort study; Psychology; Type 2 diabetes; Psychological intervention; Computer science; Psychiatry; Internal medicine; World Wide Web; Endocrinology","score_opus":0.10851057279972759,"score_gpt":0.47833296813683546,"score_spread":0.36982239533710787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800630263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219258,0.0018040139,0.00013920672,0.0006634377,0.00024829444,0.074482605,0.00046601164,0.00022195847,0.000048667836],"genre_scores_gemma":[0.69821423,0.00052819634,0.004802342,0.0012251333,0.00090558565,0.29409236,0.000075234646,0.00007962925,0.00007730761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99535936,0.00033590227,0.0010590411,0.0011300921,0.0002876424,0.0018279812],"domain_scores_gemma":[0.99579656,0.0012229324,0.0007742703,0.000411018,0.00048204805,0.0013131758],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002615735,0.00041265565,0.00080428564,0.0002885404,0.0038048204,0.000059463913,0.00014854496,0.00028911242,0.000014274189],"category_scores_gemma":[0.00020605982,0.00034972714,0.00003472241,0.00038033247,0.00029307563,0.00029700476,0.00013739773,0.0005284845,0.000005798672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002668766,0.00049790245,0.9129663,0.01017255,0.000028736096,3.363521e-7,0.018574568,1.7532058e-8,0.000012027745,0.0009015511,0.00074816064,0.055830956],"study_design_scores_gemma":[0.010145736,0.012659933,0.9433043,0.0006508798,0.0003416267,0.000003036529,0.012147104,0.0001593134,0.000022097272,0.0011651434,0.018941792,0.00045906],"about_ca_topic_score_codex":0.00016360517,"about_ca_topic_score_gemma":0.0005290451,"teacher_disagreement_score":0.2237116,"about_ca_system_score_codex":0.0001714535,"about_ca_system_score_gemma":0.00080278085,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W2800704673","doi":"10.2196/mhealth.9218","title":"Long-Term Effectiveness of a Smartphone App for Improving Healthy Lifestyles in General Population in Primary Care: Randomized Controlled Trial (Evident II Study)","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación","keywords":"Randomized controlled trial; mHealth; Smartphone application; Smartphone app; Population; Gerontology; Medicine; Term (time); Physical therapy; Primary care; Psychology; Applied psychology; Family medicine; Internet privacy; Multimedia; Computer science; Nursing; Environmental health; Psychological intervention","score_opus":0.03799335480901815,"score_gpt":0.4375314504134539,"score_spread":0.39953809560443576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800704673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8913664,0.003137692,0.00034593508,0.0006291516,0.0014245695,0.10283761,0.000051681716,0.00009697501,0.0001099586],"genre_scores_gemma":[0.8933081,0.0011005846,0.00046774224,0.0013228519,0.0010972098,0.10230632,0.00027263182,0.00006805757,0.0000564817],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98564214,0.006259397,0.0047101583,0.0010715014,0.00052755454,0.001789272],"domain_scores_gemma":[0.9909117,0.004800322,0.0022099097,0.00065487955,0.00049300026,0.0009301809],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015488394,0.0005110031,0.0039154794,0.0009498944,0.001487175,0.000012821132,0.00025491897,0.0005059424,0.000016371783],"category_scores_gemma":[0.0008587829,0.00043493835,0.0002325829,0.0007818378,0.00020123675,0.00019407544,0.00015594787,0.00093956693,0.0000056518766],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7507212,0.0012045248,0.20536362,0.023557104,0.000018546729,0.0000013271394,0.0036602893,0.0000032823368,0.000013222695,0.0009376075,0.000035862682,0.014483419],"study_design_scores_gemma":[0.54038405,0.0032361834,0.45493573,0.00053278595,0.00007566419,9.1256265e-7,0.00029897795,0.00017671018,0.000001076231,0.00014388145,0.000039975217,0.00017402391],"about_ca_topic_score_codex":0.011394311,"about_ca_topic_score_gemma":0.011456555,"teacher_disagreement_score":0.24957211,"about_ca_system_score_codex":0.0015643863,"about_ca_system_score_gemma":0.0045429175,"threshold_uncertainty_score":0.9998128},"labels":[],"label_agreement":null},{"id":"W2800737354","doi":"10.2196/mhealth.9303","title":"Impact of the Growing Healthy mHealth Program on Maternal Feeding Practices, Infant Food Preferences, and Satiety Responsiveness: Quasi-Experimental Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Primary Health Care Research Institute, Australian National University; National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"mHealth; Obesity; Environmental health; Psychology; Infant formula; Medicine; Developmental psychology; Psychological intervention; Pediatrics; Nursing","score_opus":0.09392700512185104,"score_gpt":0.4532006422405155,"score_spread":0.35927363711866445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800737354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886967,0.0012196286,7.3404226e-7,0.006487474,0.00036567543,0.002720405,0.000023382217,0.00007556668,0.00023744532],"genre_scores_gemma":[0.996788,0.0005532518,0.0003879063,0.0016113805,0.00046790976,0.00014292575,0.000004290229,0.000032917636,0.000011415348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654347,0.0005376379,0.0008447671,0.00063549686,0.0006796519,0.00075899804],"domain_scores_gemma":[0.99673426,0.0003105644,0.0015704406,0.00042735925,0.00022085586,0.00073651364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018549224,0.00034382293,0.0006680196,0.00019132877,0.0007793998,0.00009050372,0.00018077187,0.00015068763,0.000028243678],"category_scores_gemma":[0.0002834466,0.00021270613,0.00009088791,0.00043723735,0.00029532475,0.000674669,0.00013425012,0.00068511436,0.0000027407928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010546468,0.005901233,0.92945004,0.0016922608,0.00013376249,0.0000040706655,0.0067752725,7.8539847e-7,0.00017299158,0.00037031385,0.00020446762,0.044748347],"study_design_scores_gemma":[0.0025570972,0.09452095,0.8989419,0.00045153403,0.00011074097,0.0001893873,0.0023549462,0.00011876854,0.0001112973,0.000024152574,0.00046699893,0.00015224605],"about_ca_topic_score_codex":0.0063936487,"about_ca_topic_score_gemma":0.00027630254,"teacher_disagreement_score":0.08861972,"about_ca_system_score_codex":0.00027044205,"about_ca_system_score_gemma":0.0015212988,"threshold_uncertainty_score":0.9665327},"labels":[],"label_agreement":null},{"id":"W2800742096","doi":"10.2196/mhealth.9151","title":"Leveraging Self-Affirmation to Improve Behavior Change: A Mobile Health App Experiment","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Self-affirmation; mHealth; Psychology; Psychological intervention; Behavior change; Attrition; Developmental psychology; Clinical psychology; Social psychology; Medicine","score_opus":0.12791744705437155,"score_gpt":0.48625329441124293,"score_spread":0.3583358473568714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800742096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98247695,0.00291166,0.00019260742,0.0030054287,0.002844595,0.007326361,0.00007753331,0.00043816247,0.00072668085],"genre_scores_gemma":[0.96733314,0.00015425355,0.0013903623,0.010910592,0.0012013146,0.018402774,0.00005424164,0.00005463264,0.00049868866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963325,0.00030029804,0.0009363573,0.00076242513,0.0002878594,0.0013805199],"domain_scores_gemma":[0.99716866,0.000028339067,0.0003730812,0.0005645141,0.00014458374,0.0017208228],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008499916,0.0003129557,0.00046088354,0.000329356,0.00082971907,0.000051030314,0.00019272916,0.00018054829,0.00063903927],"category_scores_gemma":[0.000005362784,0.0003117247,0.00008631205,0.00041120502,0.000073655036,0.0001992288,0.000087548666,0.00037565347,0.00068062847],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027865535,0.0020102817,0.005054037,0.0006830984,0.000014102543,0.0000065085283,0.05907724,6.704127e-8,0.000058829046,0.0017347047,0.027795907,0.9032866],"study_design_scores_gemma":[0.004748499,0.031670757,0.62756824,0.00046846078,0.00011688443,0.00013174975,0.014769899,0.00014802207,0.00017823413,0.00007657241,0.31895742,0.0011652488],"about_ca_topic_score_codex":0.0038376916,"about_ca_topic_score_gemma":0.00023613159,"teacher_disagreement_score":0.9021213,"about_ca_system_score_codex":0.0005020261,"about_ca_system_score_gemma":0.00035345127,"threshold_uncertainty_score":0.9999335},"labels":[],"label_agreement":null},{"id":"W2800759725","doi":"10.2196/mhealth.9292","title":"mActive-Smoke: A Prospective Observational Study Using Mobile Health Tools to Assess the Association of Physical Activity With Smoking Urges","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; American Heart Association; Aetna Foundation","keywords":"Observational study; Medicine; Activity tracker; Smoking cessation; mHealth; Physical therapy; Likert scale; Prospective cohort study; Association (psychology); Physical activity; Longitudinal study; Demography; Psychology; Psychological intervention; Internal medicine","score_opus":0.24298429081947032,"score_gpt":0.4755447726659635,"score_spread":0.2325604818464932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800759725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994952,0.000014227415,0.0001999235,0.0010393611,0.00010462726,0.003538737,0.000030364063,0.000042008494,0.000078712306],"genre_scores_gemma":[0.9984554,0.000009097625,0.00011658971,0.00057433726,0.00037670552,0.0004019539,0.000011771724,0.000022120028,0.00003203207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797255,0.00025118593,0.00027584715,0.000367099,0.00073554204,0.0003977916],"domain_scores_gemma":[0.99832636,0.00024895993,0.00050275767,0.00024262698,0.00042874247,0.0002505745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011032278,0.00017014898,0.00045655,0.00010750454,0.0004882936,0.000037675294,0.00006356517,0.000067102934,0.000009267771],"category_scores_gemma":[0.00008659514,0.00011608587,0.000038809078,0.0005380599,0.000066967485,0.00020078843,0.000033411525,0.00033598038,4.225699e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005858748,0.0010943138,0.97931874,0.00021257246,0.000040867166,7.9980623e-7,0.0072203916,0.0000078814965,0.00009948684,0.00014543494,0.000053044427,0.011220611],"study_design_scores_gemma":[0.001215255,0.0056587295,0.9902163,0.00011594565,0.00013604466,0.000006852164,0.0019506653,0.0002084171,0.0002999863,0.000023411456,0.00007126086,0.00009710275],"about_ca_topic_score_codex":0.0010222698,"about_ca_topic_score_gemma":0.00013465024,"teacher_disagreement_score":0.011123507,"about_ca_system_score_codex":0.0009892449,"about_ca_system_score_gemma":0.0011007217,"threshold_uncertainty_score":0.4733844},"labels":[],"label_agreement":null},{"id":"W2800898024","doi":"10.2196/mhealth.9405","title":"Evaluation of Two Mobile Health Apps in the Context of Smoking Cessation: Qualitative Study of Cognitive Behavioral Therapy (CBT) Versus Non-CBT-Based Digital Solutions","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; mHealth; Context (archaeology); Cognitive behavioral therapy; Digital health; Mobile apps; Cognition; Clinical psychology; Psychology; Psychotherapist; Medicine; Psychiatry; Computer science; Psychological intervention; Health care; World Wide Web","score_opus":0.2779233834931313,"score_gpt":0.5309717726300158,"score_spread":0.25304838913688454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800898024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953377,0.00029752543,0.00008539973,0.00019608905,0.0001469397,0.0036943166,0.00010851254,0.000011712981,0.00012178829],"genre_scores_gemma":[0.9990193,0.00004943105,0.00001299871,0.0001570866,0.000069124624,0.00051901594,0.00015723707,0.000014274523,0.0000014925556],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99660355,0.000882318,0.00084666617,0.00027485102,0.0010940906,0.00029855422],"domain_scores_gemma":[0.9973934,0.00045244754,0.0007788362,0.00024138257,0.0010159101,0.00011801803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004443437,0.00015552928,0.00048370616,0.00025775496,0.0001924058,0.0000109276,0.00008016135,0.00007365923,0.000026052692],"category_scores_gemma":[0.00008991671,0.0001217573,0.000053062904,0.0005451208,0.00027781978,0.00013542867,0.000013826097,0.00022326071,2.9228025e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00332179,0.009174025,0.19011147,0.00046964426,0.00006688155,9.4061255e-7,0.5446247,0.000011733696,0.00003666889,0.0001599421,0.00008303782,0.25193915],"study_design_scores_gemma":[0.025688965,0.026808573,0.50424963,0.0004031245,0.00032998715,0.0000021329663,0.44173414,0.00042099514,0.00017493959,0.000065953915,0.000007592837,0.0001139376],"about_ca_topic_score_codex":0.0036098177,"about_ca_topic_score_gemma":0.0010261482,"teacher_disagreement_score":0.31413817,"about_ca_system_score_codex":0.00024335376,"about_ca_system_score_gemma":0.0014979678,"threshold_uncertainty_score":0.5456989},"labels":[],"label_agreement":null},{"id":"W2800950148","doi":"10.2196/mhealth.9040","title":"Key Lessons and Impact of the Growing Healthy mHealth Program on Milk Feeding, Timing of Introduction of Solids, and Infant Growth: Quasi-Experimental Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Primary Health Care Research Institute, Australian National University; Medical Research Council; Australian Government","keywords":"mHealth; Psychological intervention; Mobile phone; Obesity; Medicine; Key (lock); Environmental health; Internet privacy; Psychology; Computer science; Nursing; Computer security; Telecommunications","score_opus":0.06709668218459297,"score_gpt":0.4362567798889208,"score_spread":0.36916009770432784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800950148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98085475,0.0013321992,0.0000016198227,0.01597022,0.00019749107,0.0014963466,0.000015549562,0.000025679157,0.00010613798],"genre_scores_gemma":[0.9977673,0.00084122206,0.0003389795,0.00049088534,0.000494251,0.00003507135,0.000004506696,0.000021286049,0.0000064761607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977251,0.000177483,0.0008008,0.0004285193,0.00040529348,0.00046277142],"domain_scores_gemma":[0.99812335,0.00011710496,0.00086083345,0.0002732506,0.00021110606,0.0004143774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013126982,0.00022826165,0.00069129723,0.00021389201,0.00035500806,0.000017284068,0.00008730981,0.00010681456,0.000011829958],"category_scores_gemma":[0.0001397356,0.00015126205,0.000066935216,0.00036081855,0.0004824353,0.00031526055,0.00008320032,0.00036947403,2.8826148e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009999462,0.014533988,0.8196134,0.010655921,0.00029303218,0.000002670125,0.04176927,0.0000020500936,0.0054917783,0.002984838,0.0023366646,0.092316926],"study_design_scores_gemma":[0.0024644823,0.04678997,0.94407386,0.00032897698,0.00013882376,0.00010033107,0.0044714445,0.00022513978,0.0010662873,0.000031457097,0.00019021636,0.00011902282],"about_ca_topic_score_codex":0.006563276,"about_ca_topic_score_gemma":0.00008267727,"teacher_disagreement_score":0.124460444,"about_ca_system_score_codex":0.000106701,"about_ca_system_score_gemma":0.00048986427,"threshold_uncertainty_score":0.99217534},"labels":[],"label_agreement":null},{"id":"W2800977204","doi":"10.2196/mhealth.9592","title":"Association Between Self-Reported and Objective Activity Levels by Demographic Factors: Ecological Momentary Assessment Study in Children","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Ecology; Association (psychology); Demography; Environmental health; Biology; Medicine; Psychology","score_opus":0.06784779258393552,"score_gpt":0.4132346690207405,"score_spread":0.345386876436805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800977204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949148,0.00004617348,0.000013940104,0.0022985884,0.000053588607,0.0023593113,0.000098881545,0.00009981157,0.00011486999],"genre_scores_gemma":[0.9986731,0.00020593216,0.000076397424,0.0005953941,0.00027859153,0.00007838495,0.00005647767,0.00001706378,0.000018691982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731433,0.0004782952,0.00046833538,0.0006187252,0.0004311982,0.0006891369],"domain_scores_gemma":[0.99830216,0.00035068925,0.000392443,0.00018818457,0.000077729346,0.000688804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010975553,0.0002531287,0.0008039155,0.00019195245,0.0003976199,0.000024806113,0.00005261536,0.00022646479,0.000018417033],"category_scores_gemma":[0.000054665365,0.00021025284,0.000042766562,0.0004242334,0.000081848135,0.00021994366,0.00006607811,0.00081924634,0.0000019072305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011188277,0.0040758904,0.99146557,0.0001532674,0.00025998394,0.0000022431557,0.0011927707,1.651081e-8,0.000054405195,0.00000812788,0.00024730418,0.002428552],"study_design_scores_gemma":[0.0028707148,0.0063305283,0.98971593,0.000028834693,0.00029072684,0.000005317264,0.00029340392,0.000035334073,0.000029508312,0.00019889888,0.0000400425,0.00016077879],"about_ca_topic_score_codex":0.0023435303,"about_ca_topic_score_gemma":0.0005684115,"teacher_disagreement_score":0.0037582314,"about_ca_system_score_codex":0.0009067341,"about_ca_system_score_gemma":0.0005243832,"threshold_uncertainty_score":0.8573862},"labels":[],"label_agreement":null},{"id":"W2800986749","doi":"10.2196/10181","title":"TEAMS (Tele-Exercise and Multiple Sclerosis), a Tailored Telerehabilitation mHealth App: Participant-Centered Development and Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; Telerehabilitation; Focus group; Test (biology); Telemedicine; eHealth; Psychology; Applied psychology; Computer science; Physical therapy; Multimedia; Medicine; Health care; Human–computer interaction; Psychological intervention; Nursing","score_opus":0.19335057069321798,"score_gpt":0.4123373675472271,"score_spread":0.21898679685400912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800986749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99009633,0.0018668768,0.000029161112,0.0021758154,0.00012369853,0.00548613,0.000022939847,0.00015264437,0.000046410412],"genre_scores_gemma":[0.9936108,0.0023612785,0.0026731547,0.0004710545,0.0001986415,0.0005834678,0.000019908615,0.000043096818,0.000038572533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953256,0.00041717474,0.0011359799,0.0011418269,0.00070387486,0.0012755458],"domain_scores_gemma":[0.9966674,0.0004758671,0.0002703145,0.00053680065,0.00036438231,0.001685269],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024576755,0.00042294347,0.001030855,0.00026544582,0.0011706115,0.00007256748,0.00010380931,0.00014487848,0.000023787823],"category_scores_gemma":[0.0008490256,0.0003471194,0.000044587257,0.00040271235,0.0008207782,0.00020329925,0.0002546276,0.00044344692,0.000015392006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002304541,0.0017434639,0.7063104,0.003541533,0.00006217707,0.0000024919432,0.02852576,1.959436e-7,0.0002347768,0.0000087567005,0.00043469857,0.25683123],"study_design_scores_gemma":[0.0072666393,0.0034333179,0.975841,0.000447462,0.00010987164,0.000007532145,0.011003895,0.00070436386,0.000108186934,0.000021368489,0.0008077802,0.0002486118],"about_ca_topic_score_codex":0.001060999,"about_ca_topic_score_gemma":0.0016135919,"teacher_disagreement_score":0.2695306,"about_ca_system_score_codex":0.0003240616,"about_ca_system_score_gemma":0.00073898555,"threshold_uncertainty_score":0.9998981},"labels":[],"label_agreement":null},{"id":"W2801080976","doi":"10.2196/mhealth.9975","title":"Assessment of Google Glass for Photographic Documentation in Veterinary Forensic Pathology: Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Digital camera; Computer science; Artificial intelligence","score_opus":0.06789043777148426,"score_gpt":0.4642128604110382,"score_spread":0.396322422639554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801080976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99493253,0.00010713579,0.00018778416,0.00095277064,0.00024096017,0.0027592846,0.000015166131,0.00003184956,0.00077253045],"genre_scores_gemma":[0.9953426,0.000052321557,0.0030403265,0.0011042978,0.00012030041,0.00026010105,0.00003537035,0.000016421867,0.000028221748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983329,0.0001148613,0.00059227133,0.00036564318,0.00022977233,0.00036453202],"domain_scores_gemma":[0.9989914,0.00014453345,0.00019886903,0.00029528065,0.00014342408,0.00022652246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013032097,0.00013782734,0.00047149704,0.0002347675,0.00007115078,0.00000882854,0.00005419183,0.00005533951,0.000013657137],"category_scores_gemma":[0.00009580886,0.00011684764,0.00003689568,0.00030597285,0.00030709832,0.00012081946,0.000033234617,0.00016313865,9.637631e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071656285,0.0015366343,0.96504843,0.0024467984,0.000015163599,0.000017227934,0.001670447,1.663627e-7,0.00060342497,0.00017844202,0.0003310325,0.027435657],"study_design_scores_gemma":[0.0046998383,0.014906353,0.9774304,0.00013760601,0.000055303855,0.00004187409,0.0014242523,0.00039688434,0.000031530475,0.0005199836,0.00028262945,0.0000733429],"about_ca_topic_score_codex":0.00021469432,"about_ca_topic_score_gemma":0.00010570033,"teacher_disagreement_score":0.027362313,"about_ca_system_score_codex":0.000128936,"about_ca_system_score_gemma":0.00029662915,"threshold_uncertainty_score":0.47649083},"labels":[],"label_agreement":null},{"id":"W2801205889","doi":"10.2196/mhealth.9781","title":"The SPLENDID Eating Detection Sensor: Development and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","score_opus":0.09095335120771955,"score_gpt":0.40810327220116566,"score_spread":0.3171499209934461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801205889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955164,0.0010810911,0.00001509604,0.0018100301,0.0001232977,0.00097390614,0.0000035981125,0.000034777986,0.0004417887],"genre_scores_gemma":[0.99796444,0.0004324601,0.00045461653,0.00064300984,0.00035038643,0.000055654713,0.0000030284527,0.000007517502,0.00008887818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892485,0.000064337684,0.00027593182,0.00024874145,0.00018448161,0.0003016553],"domain_scores_gemma":[0.9993544,0.00009957005,0.00007827447,0.00012407551,0.0000898804,0.00025380705],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006380887,0.00009988074,0.00017845284,0.00002791077,0.0014673551,0.00001892538,0.000020477784,0.000034275978,0.000004672571],"category_scores_gemma":[0.00005629398,0.00006423495,0.000013711926,0.00009467321,0.00011140776,0.000024384894,0.000041330975,0.00013720721,0.000005141935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016023349,0.0007260813,0.8047146,0.0010739962,0.000046825135,0.00000731025,0.0044345167,2.275699e-8,0.000055944496,0.0001804116,0.0013178637,0.18584006],"study_design_scores_gemma":[0.0013660777,0.0017836246,0.9745352,0.000036537764,0.000021566215,0.000030911422,0.0040049884,0.000025588744,0.000026312679,0.00009136152,0.018016448,0.00006133094],"about_ca_topic_score_codex":0.00015649927,"about_ca_topic_score_gemma":0.0007766094,"teacher_disagreement_score":0.18577872,"about_ca_system_score_codex":0.00010772252,"about_ca_system_score_gemma":0.000117502066,"threshold_uncertainty_score":0.9998326},"labels":[],"label_agreement":null},{"id":"W2801228420","doi":"10.2196/mhealth.9988","title":"Self-Management of Chronic Diseases Among Older Korean Adults: An mHealth Training, Protocol, and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Protocol (science); Self-management; Gerontology; Psychology; Physical therapy; Computer science; Psychological intervention; Alternative medicine; Nursing; Artificial intelligence","score_opus":0.08088532184548831,"score_gpt":0.48191725868293056,"score_spread":0.40103193683744226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801228420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79356897,0.00038351174,0.00008289232,0.00078317936,0.0003232422,0.20287909,0.00017296617,0.00042554346,0.0013805963],"genre_scores_gemma":[0.7600862,0.0008230383,0.0009975309,0.0011366458,0.0008793365,0.23582037,0.00006605182,0.00007969893,0.0001111367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911476,0.0016545643,0.00258396,0.0016394634,0.0006822396,0.0022921823],"domain_scores_gemma":[0.9925115,0.0003242424,0.0015117571,0.0014663582,0.000488594,0.0036975096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003002891,0.0005986987,0.0011791383,0.00034526738,0.003041181,0.000024439014,0.0004079335,0.00036800824,0.00020720865],"category_scores_gemma":[0.000055669192,0.00053015066,0.00007112271,0.00077223266,0.0005743765,0.0003895072,0.00025505357,0.0010344505,0.000031348536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019623921,0.0060866,0.71898085,0.07668753,0.0000675989,0.0000062440117,0.029182551,3.6696994e-7,8.0100983e-7,0.006106088,0.0027785953,0.15814039],"study_design_scores_gemma":[0.010099951,0.0065714237,0.950637,0.00094442995,0.00016131267,0.0000036131294,0.015052438,0.00053270493,7.561082e-7,0.00050922297,0.015109688,0.0003774927],"about_ca_topic_score_codex":0.0015569757,"about_ca_topic_score_gemma":0.0039730943,"teacher_disagreement_score":0.23165612,"about_ca_system_score_codex":0.0007370255,"about_ca_system_score_gemma":0.003509957,"threshold_uncertainty_score":0.99971503},"labels":[],"label_agreement":null},{"id":"W2801300431","doi":"10.2196/10115","title":"Considerations for the Development of Mobile Phone Apps to Support Diabetes Self-Management: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Self-management; Mobile phone; mHealth; Mobile apps; Computer science; Internet privacy; Medicine; Psychological intervention; World Wide Web; Telecommunications; Nursing; Artificial intelligence","score_opus":0.13637053309046324,"score_gpt":0.4917706414007704,"score_spread":0.3554001083103072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801300431","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006734171,0.8985544,0.00030423576,0.00084800005,0.00067349896,0.098375686,0.00046211146,0.00018207764,0.0005932457],"genre_scores_gemma":[0.000013768642,0.71257335,0.0063616424,0.0070214667,0.00033544376,0.27284375,0.00025856355,0.00010337528,0.00048862986],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882063,0.0012959797,0.006860355,0.0010873061,0.00056977686,0.0019802654],"domain_scores_gemma":[0.98649734,0.0058464445,0.0037331036,0.0016873557,0.0006316695,0.001604114],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007698717,0.0008044954,0.0048601385,0.00046383592,0.0038154656,0.00002138994,0.000608065,0.0005366333,0.00020839303],"category_scores_gemma":[0.0004965764,0.0005358277,0.0003445289,0.0009916786,0.000120318095,0.00007470126,0.00029103406,0.0009412568,0.00061051856],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073881606,0.00011952851,0.0000028795523,0.8577896,0.00013488367,2.1745504e-7,0.0011233772,4.018468e-8,5.8060974e-9,0.0016556131,0.060018882,0.07914761],"study_design_scores_gemma":[0.0003970196,0.00021254901,0.0000076704455,0.2662932,0.0022731991,0.0000034649584,0.00028359276,0.000004306529,4.6185416e-8,0.000084558866,0.7301585,0.00028191096],"about_ca_topic_score_codex":0.000017046083,"about_ca_topic_score_gemma":0.00014539511,"teacher_disagreement_score":0.6701396,"about_ca_system_score_codex":0.0006672628,"about_ca_system_score_gemma":0.009099306,"threshold_uncertainty_score":0.9997093},"labels":[],"label_agreement":null},{"id":"W2801360328","doi":"10.2196/10316","title":"Characterizing Geosocial-Networking App Use Among Young Black Men Who Have Sex With Men: A Multi-City Cross-Sectional Survey in the Southern United States","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; York University; Center for Drug Use and HIV Research","keywords":"Cross-sectional study; Men who have sex with men; Demography; Gerontology; Geography; Environmental health; Psychology; Medicine; Family medicine; Sociology; Human immunodeficiency virus (HIV)","score_opus":0.1031935245537999,"score_gpt":0.40747670048223344,"score_spread":0.30428317592843357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801360328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962267,0.000065529035,0.0003794104,0.0008152506,0.000019498382,0.001159903,0.00026730663,0.00005235116,0.0010140059],"genre_scores_gemma":[0.9881094,0.00026043222,0.000063998115,0.0009626527,0.00052644324,0.00010050323,0.0007151742,0.000034812198,0.009226556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968386,0.0007862297,0.0005520093,0.00043913003,0.0004905121,0.00089350285],"domain_scores_gemma":[0.99830776,0.00029770954,0.00024061906,0.0002833131,0.00029386938,0.0005767121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029179794,0.00022045677,0.00036847722,0.00028201085,0.000746043,0.00021631434,0.00014236706,0.00013807745,0.000063859596],"category_scores_gemma":[0.00016274567,0.00015073795,0.000053682477,0.0005574393,0.00059742335,0.00021492575,0.000054771346,0.00071891723,0.000016063832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068037584,0.00022571863,0.97814745,0.00031223986,0.000038000027,0.000011933393,0.01375504,0.0000020408654,0.0000070354636,0.000007947589,0.0061852443,0.00062700413],"study_design_scores_gemma":[0.0020539658,0.0014201112,0.9595239,0.00016882071,0.000012433776,0.000022436543,0.0045661046,0.03057914,0.0000025749007,0.000009971076,0.0015076686,0.00013284119],"about_ca_topic_score_codex":0.036822848,"about_ca_topic_score_gemma":0.040502608,"teacher_disagreement_score":0.030577099,"about_ca_system_score_codex":0.00021676718,"about_ca_system_score_gemma":0.00038612983,"threshold_uncertainty_score":0.9770057},"labels":[],"label_agreement":null},{"id":"W2801360910","doi":"10.2196/mhealth.8236","title":"User Needs in the Development of a Health App Ecosystem for Self-Management of Cystic Fibrosis: User-Centered Development Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Digital health; Context (archaeology); mHealth; Health care; Process (computing); Internet privacy; User-centered design; Knowledge management; Computer science; Psychology; Medicine; Nursing; Human–computer interaction; Psychological intervention","score_opus":0.05414182864766368,"score_gpt":0.3731979868880293,"score_spread":0.3190561582403656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801360910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772113,0.0021975501,0.012385121,0.0010486229,0.00012278193,0.006557348,0.000045632623,0.000059804293,0.0003718547],"genre_scores_gemma":[0.8018602,0.00013845012,0.19680145,0.0002460173,0.000056955763,0.0007382515,0.00006718085,0.000026658618,0.000064819375],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99605477,0.00024761958,0.0016372267,0.00042713396,0.0007211414,0.0009120915],"domain_scores_gemma":[0.998225,0.00020288958,0.0005611337,0.00043607788,0.00020055854,0.0003743643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031054844,0.00026244376,0.00080941664,0.00042413306,0.00029401938,0.000016469688,0.00026313477,0.00008197265,0.0000060702964],"category_scores_gemma":[0.000039643917,0.00018666469,0.000057266483,0.00071911124,0.00009541551,0.000077071505,0.00010225385,0.00019053466,0.0000040977866],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011288474,0.009312792,0.043105587,0.42745775,0.00070398045,0.000008311116,0.19069521,0.000018673069,0.00041590753,0.007973345,0.007658293,0.30136168],"study_design_scores_gemma":[0.018660579,0.006885324,0.70301026,0.006917932,0.00017492469,0.000071397386,0.04509533,0.0017023725,0.00095922244,0.00011836468,0.21571152,0.00069275766],"about_ca_topic_score_codex":0.00004185082,"about_ca_topic_score_gemma":0.00015674345,"teacher_disagreement_score":0.6599047,"about_ca_system_score_codex":0.00046787795,"about_ca_system_score_gemma":0.0019305081,"threshold_uncertainty_score":0.7611965},"labels":[],"label_agreement":null},{"id":"W2801400962","doi":"10.2196/10512","title":"Supply and Demand in mHealth Apps for Persons With Multiple Sclerosis: Systematic Search in App Stores and Scoping Literature Review","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Inter-rater reliability; Smartphone app; Medicine; Computer science; World Wide Web; Internet privacy; Psychology; Nursing; Psychological intervention","score_opus":0.1118396776458856,"score_gpt":0.41119493654094424,"score_spread":0.29935525889505865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801400962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70721924,0.27721542,0.000044022112,0.005928846,0.0000329479,0.00942848,0.00006282689,0.00003797644,0.00003022153],"genre_scores_gemma":[0.7582563,0.23731166,0.0016093836,0.0014837577,0.000114406015,0.0011340979,0.000023400047,0.000033407083,0.000033589902],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9966429,0.00041827082,0.00075102487,0.0007172391,0.00043741817,0.0010331766],"domain_scores_gemma":[0.9978473,0.00066749455,0.00017610204,0.00031784142,0.00020970209,0.00078151684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027437669,0.00031666062,0.0012897841,0.00045649472,0.00041444137,0.00006637622,0.000083869396,0.00013636984,0.0000034223197],"category_scores_gemma":[0.00053848804,0.00022474921,0.0000333983,0.0006219098,0.000355598,0.00016980019,0.00008838761,0.0005374961,0.0000012630154],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009599827,0.00016237434,0.19266115,0.79130596,0.000028026483,0.000010757099,0.00877797,3.1268897e-7,0.00005485741,0.00005442625,0.0007319395,0.0052522556],"study_design_scores_gemma":[0.0065779844,0.002096231,0.5624143,0.4250422,0.00007439199,0.00007940035,0.0019643735,0.001420393,0.000010879147,0.000008894306,0.000082259205,0.00022868864],"about_ca_topic_score_codex":0.00043422636,"about_ca_topic_score_gemma":0.003716085,"teacher_disagreement_score":0.36975315,"about_ca_system_score_codex":0.00020663219,"about_ca_system_score_gemma":0.0005619656,"threshold_uncertainty_score":0.9165007},"labels":[],"label_agreement":null},{"id":"W2801573945","doi":"10.2196/mhealth.9783","title":"Tobacco-Smoking, Alcohol-Drinking, and Betel-Quid-Chewing Behaviors: Development and Use of a Web-Based Survey System","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chang Gung Medical Foundation","keywords":"Environmental health; Chewing tobacco; Medicine; Dentistry; Psychology","score_opus":0.11955788533788224,"score_gpt":0.39517037915278475,"score_spread":0.2756124938149025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801573945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973806,0.0010040902,0.0000370198,0.00011686763,0.00042067977,0.0007797204,0.000091921014,0.00011123247,0.000057882047],"genre_scores_gemma":[0.9965545,0.00012225797,0.0024340844,0.0005138516,0.00009941202,0.00008971752,0.00007422944,0.00003625131,0.00007568041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686486,0.00053743494,0.0008960516,0.0006655377,0.0002654696,0.00077067106],"domain_scores_gemma":[0.99806297,0.0002838106,0.0004866884,0.00035683406,0.0001682634,0.00064144266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016615413,0.0003322347,0.00063637766,0.00022184153,0.00071772956,0.000051824158,0.00009228807,0.00032232,0.000014753976],"category_scores_gemma":[0.00005269598,0.00030085564,0.000033187778,0.00022114914,0.0002912607,0.00016557195,0.00010451319,0.00030219986,0.000013538881],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027702498,0.00014931338,0.9839905,0.0014869348,0.000021450363,0.000052225234,0.00083025056,2.0941505e-7,0.000011845848,0.00030593705,0.00022619884,0.012648113],"study_design_scores_gemma":[0.0023992248,0.0006550419,0.9942534,0.00042090623,0.000076302684,0.00011030135,0.00015913164,0.00007278635,0.00019454485,0.00000869031,0.0014248077,0.00022483931],"about_ca_topic_score_codex":0.002291271,"about_ca_topic_score_gemma":0.004514598,"teacher_disagreement_score":0.012423273,"about_ca_system_score_codex":0.00021658525,"about_ca_system_score_gemma":0.0006595986,"threshold_uncertainty_score":0.9999443},"labels":[],"label_agreement":null},{"id":"W2801763336","doi":"10.2196/mhealth.9999","title":"How New and Expecting Fathers Engage With an App-Based Online Forum: Qualitative Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Curtin University of Technology; Healthway; Australian Government","keywords":"Conversation; Thematic analysis; Breastfeeding; mHealth; Peer support; Internet privacy; Social support; Social media; Psychology; Online discussion; Qualitative research; World Wide Web; Medical education; Medicine; Nursing; Social psychology; Computer science; Sociology; Psychological intervention; Communication; Pediatrics","score_opus":0.10661864388678922,"score_gpt":0.4573165999861586,"score_spread":0.3506979560993694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801763336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505366,0.0007434595,0.0011981654,0.046834514,0.000039410752,0.00036528183,0.000018265984,0.00008387196,0.00018040412],"genre_scores_gemma":[0.9823999,0.00012745203,0.012401398,0.004398793,0.00040421746,0.000012930473,0.000039562954,0.000020779999,0.00019499367],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99833596,0.00021274341,0.00026333725,0.00045834767,0.0002647718,0.0004648604],"domain_scores_gemma":[0.99816936,0.00023694197,0.00031921544,0.00022901768,0.00013849173,0.00090696703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006606406,0.00019569114,0.0004615417,0.00024882652,0.00043143446,0.0000842346,0.00005485102,0.00009064373,0.000022202858],"category_scores_gemma":[0.000100246914,0.00013837188,0.000039506012,0.0005922351,0.0002167579,0.00036516096,0.000015216339,0.00034749793,0.000001034205],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0085520735,0.0011238859,0.3212374,0.0026736045,0.00089805236,0.000033761375,0.1847823,0.000008632849,0.00021760123,0.0015434137,0.0016979873,0.4772313],"study_design_scores_gemma":[0.00895845,0.02150813,0.5874219,0.00044771947,0.002453263,0.00014185935,0.35721987,0.009653945,0.000107852764,0.00030878952,0.011025313,0.00075292273],"about_ca_topic_score_codex":0.002905083,"about_ca_topic_score_gemma":0.002401403,"teacher_disagreement_score":0.47647837,"about_ca_system_score_codex":0.0000558519,"about_ca_system_score_gemma":0.0004672127,"threshold_uncertainty_score":0.5642642},"labels":[],"label_agreement":null},{"id":"W2801774192","doi":"10.2196/mhealth.8832","title":"Mobile-Based Nutrition Counseling and Unconditional Cash Transfers for Improving Maternal and Child Nutrition in Bangladesh: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Focus group; mHealth; Mobile phone; Intervention (counseling); Malnutrition; Environmental health; Population; Nutrition Education; Phone; Family medicine; Gerontology; Nursing; Business; Marketing; Telecommunications","score_opus":0.03208534315445403,"score_gpt":0.3412314808413332,"score_spread":0.30914613768687915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801774192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991533,0.00092623336,0.000271772,0.0025303413,0.00030756815,0.0039987746,0.00033959295,0.00007592064,0.000016795324],"genre_scores_gemma":[0.995519,0.00024570018,0.0004909729,0.0019719417,0.0006970449,0.0008341091,0.00020497867,0.000033600783,0.0000026513464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812376,0.00013382015,0.0005058888,0.00053213537,0.00021206317,0.000492302],"domain_scores_gemma":[0.9992844,0.00010548239,0.000116894014,0.00011466694,0.00010393331,0.00027465392],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005197112,0.00022933328,0.00032860134,0.0003412144,0.00063870207,0.00013784623,0.00006388229,0.000087003806,0.000010137651],"category_scores_gemma":[0.000010064066,0.0002364733,0.000025282767,0.00017651998,0.0001406351,0.00028392658,0.000011524811,0.00024424103,9.3280374e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09439631,0.03790225,0.57469916,0.119714916,0.00011966241,0.00008605546,0.03321945,0.000022761958,0.0028950688,0.0013061377,0.006644172,0.12899406],"study_design_scores_gemma":[0.10332334,0.07330108,0.7925051,0.0034202817,0.00028348877,0.00033472956,0.0036423996,0.009162092,0.0033881608,0.0047020665,0.0044809757,0.0014562831],"about_ca_topic_score_codex":0.00054815935,"about_ca_topic_score_gemma":0.0008452569,"teacher_disagreement_score":0.21780594,"about_ca_system_score_codex":0.00012939473,"about_ca_system_score_gemma":0.00005125437,"threshold_uncertainty_score":0.9643101},"labels":[],"label_agreement":null},{"id":"W2801805687","doi":"10.2196/mhealth.9189","title":"Digital Inequalities in the Use of Self-Tracking Diet and Fitness Apps: Interview Study on the Influence of Social, Economic, and Cultural Factors","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institut National de la Recherche Agronomique","keywords":"Appropriation; Psychology; Tracking (education); Gerontology; Digital divide; Social inequality; Digital health; Social psychology; Applied psychology; Inequality; Medicine; Health care; World Wide Web; Computer science; The Internet; Political science","score_opus":0.2372806110868476,"score_gpt":0.4766108531315416,"score_spread":0.23933024204469402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801805687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903642,0.00034092632,0.0000032764476,0.0045369766,0.00008589159,0.004312956,0.00016619294,0.000028700177,0.00016087688],"genre_scores_gemma":[0.9941977,0.0015691717,0.000018853687,0.0028333743,0.00013173887,0.0011925222,0.0000146569355,0.000017194277,0.000024762941],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964589,0.0010841943,0.0012761669,0.00036355815,0.00019988368,0.00061732234],"domain_scores_gemma":[0.9963092,0.0021520515,0.00078558485,0.00034207685,0.00015351264,0.0002575632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019246961,0.00022744472,0.00055283896,0.00012429141,0.001177215,0.000036952817,0.00020028173,0.0001445397,0.000011649357],"category_scores_gemma":[0.00017698914,0.00013199235,0.000029999599,0.00021432771,0.00038105441,0.00031398298,0.00012412017,0.00058960833,0.0000039840033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043825124,0.0005556328,0.7456852,0.0076212958,0.000026031843,5.266619e-7,0.20339248,0.0000020448565,0.0000030483327,0.025472105,0.0023691084,0.01443429],"study_design_scores_gemma":[0.000761565,0.0010998831,0.92907244,0.0002622294,0.000020426183,0.0000011938406,0.052490532,0.00003269251,8.719437e-7,0.00021898761,0.015932264,0.000106935724],"about_ca_topic_score_codex":0.0014378155,"about_ca_topic_score_gemma":0.0012857307,"teacher_disagreement_score":0.18338723,"about_ca_system_score_codex":0.00010110119,"about_ca_system_score_gemma":0.0004985256,"threshold_uncertainty_score":0.9054305},"labels":[],"label_agreement":null},{"id":"W2801954118","doi":"10.2196/10422","title":"Implementing Systematically Collected User Feedback to Increase User Retention in a Mobile App for Self-Management of Low Back Pain: Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; mHealth; Computer science; Cohort; User experience design; Psychology; Smartphone app; Physical therapy; Medicine; Human–computer interaction; Multimedia; World Wide Web; Internal medicine; Nursing","score_opus":0.03595993303059654,"score_gpt":0.41533954220736335,"score_spread":0.37937960917676683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801954118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91767085,0.0001608665,0.0021148294,0.00084515446,0.0003615599,0.076103486,0.0002082268,0.0002016335,0.0023333882],"genre_scores_gemma":[0.9052557,0.00036871748,0.007861161,0.0026671332,0.00037701442,0.081817165,0.00012726228,0.000092149276,0.0014336982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909182,0.0017922544,0.003206357,0.0011660864,0.0006314876,0.0022856083],"domain_scores_gemma":[0.9945329,0.00079555664,0.001260621,0.0009215509,0.001054321,0.0014350667],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0118838865,0.00042319324,0.0013129038,0.00052198156,0.0017434532,0.000022160437,0.0003049743,0.0002943167,0.00022850951],"category_scores_gemma":[0.0002556272,0.0004026139,0.0000862068,0.0016688169,0.00007678674,0.0001426647,0.00025133454,0.00057253597,0.00012596595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017146219,0.0020310392,0.87505764,0.07725132,0.000113007474,0.000002808067,0.007389093,0.0000022072984,0.000011877862,0.0059671425,0.026967349,0.003491915],"study_design_scores_gemma":[0.0072399015,0.0036107898,0.9486502,0.0021120138,0.00013190678,0.0000017231921,0.011330617,0.0006690427,0.0000022338368,0.00023439717,0.025652202,0.00036497923],"about_ca_topic_score_codex":0.001851517,"about_ca_topic_score_gemma":0.0049882843,"teacher_disagreement_score":0.075139314,"about_ca_system_score_codex":0.0012971341,"about_ca_system_score_gemma":0.0013612811,"threshold_uncertainty_score":0.9998426},"labels":[],"label_agreement":null},{"id":"W2801964612","doi":"10.2196/10173","title":"Mobile Health to Maintain Continuity of Patient-Centered Care for Chronic Kidney Disease: Content Analysis of Apps","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Kidney disease; mHealth; Medicine; Mobile apps; Content analysis; Disease; Intensive care medicine; Computer science; Nursing; World Wide Web; Psychological intervention; Internal medicine","score_opus":0.0687565323451414,"score_gpt":0.4497715524498531,"score_spread":0.3810150201047117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801964612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9215863,0.01166002,0.006217244,0.0052594,0.0011357304,0.043693703,0.009808838,0.00020246158,0.00043630006],"genre_scores_gemma":[0.959357,0.0026343148,0.0017030374,0.012011599,0.00043391314,0.02265256,0.0010153253,0.000060229773,0.00013200588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99280673,0.0007679061,0.0030031635,0.000956686,0.0004989867,0.0019665305],"domain_scores_gemma":[0.99022794,0.00047580886,0.0020763879,0.0010848498,0.0013181663,0.0048168553],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016501705,0.0004021946,0.0017641203,0.0008601587,0.0014838424,0.0000072386892,0.00033382556,0.0002505645,0.00016818942],"category_scores_gemma":[0.0003258788,0.00037714894,0.0002700307,0.0015944801,0.00028168986,0.00008351992,0.00016457857,0.00045849814,0.00002115939],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076760575,0.0016620848,0.27636662,0.09747768,0.000536829,0.0000013249542,0.048104167,0.000039440125,0.00014074025,0.05609626,0.04699681,0.46490198],"study_design_scores_gemma":[0.007237972,0.013567772,0.28155312,0.0018659846,0.00092447957,7.9982226e-7,0.017354937,0.0009419166,0.000052546202,0.00047435248,0.6754002,0.0006259045],"about_ca_topic_score_codex":0.0025514725,"about_ca_topic_score_gemma":0.0031861856,"teacher_disagreement_score":0.6284034,"about_ca_system_score_codex":0.0011410655,"about_ca_system_score_gemma":0.008706935,"threshold_uncertainty_score":0.99986804},"labels":[],"label_agreement":null},{"id":"W2802157421","doi":"10.2196/mhealth.8834","title":"The Usability and Effectiveness of Mobile Health Technology–Based Lifestyle and Medical Intervention Apps Supporting Health Care During Pregnancy: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":227,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Erasmus Medisch Centrum","keywords":"mHealth; Usability; MEDLINE; Cochrane Library; Health care; Systematic review; Medicine; Health technology; Psychological intervention; Family medicine; Medical education; Nursing; Computer science; Meta-analysis","score_opus":0.052638019154523735,"score_gpt":0.5062273145519751,"score_spread":0.4535892953974514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802157421","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067620055,0.93920535,0.000061218,0.0020270606,0.00039598427,0.057098128,0.00028245657,0.00022856407,0.000025010442],"genre_scores_gemma":[0.0018503012,0.9231333,0.00015986538,0.0010511207,0.00017607008,0.073208846,0.00026938636,0.00012489635,0.00002622366],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97649264,0.010431667,0.007988194,0.0016915746,0.00089717953,0.0024987434],"domain_scores_gemma":[0.9824051,0.0044629425,0.008223103,0.0017117185,0.0005330995,0.0026639833],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017847273,0.00096072594,0.0068285246,0.00054919184,0.004767911,0.000028533494,0.0006279066,0.0011328243,0.000022749033],"category_scores_gemma":[0.002280557,0.00066820654,0.00033824617,0.0012321202,0.00090111286,0.000118058124,0.00050213025,0.0027995321,0.000016256836],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003311921,0.00009566988,0.00035248476,0.7337625,0.00003187576,0.0000012625185,0.00033165928,1.0327317e-8,5.7425207e-9,0.00052307517,0.00017703256,0.26469132],"study_design_scores_gemma":[0.0012449113,0.0013457654,0.00051722105,0.90416545,0.00046663053,0.00008428069,0.0011929843,0.000013114199,7.190433e-8,0.00008365877,0.09051189,0.00037402258],"about_ca_topic_score_codex":0.0006425997,"about_ca_topic_score_gemma":0.0007142386,"teacher_disagreement_score":0.2643173,"about_ca_system_score_codex":0.0014451643,"about_ca_system_score_gemma":0.01376794,"threshold_uncertainty_score":0.9995769},"labels":[],"label_agreement":null},{"id":"W2802171702","doi":"10.2196/10024","title":"Effective Behavioral Changes through a Digital mHealth App: Exploring the Impact of Hedonic Well-Being, Psychological Empowerment and Inspiration","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"mHealth; Empowerment; Psychology; Digital health; Genius; Applied psychology; Health care; Psychological intervention; Developmental psychology; Psychiatry","score_opus":0.1238356756073187,"score_gpt":0.49167647279038024,"score_spread":0.3678407971830615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802171702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892641,0.0007766476,0.00006555714,0.0016800527,0.0009706927,0.0019831469,0.00009344655,0.00010618731,0.005060194],"genre_scores_gemma":[0.9976471,0.00017929444,0.00006509983,0.0007258803,0.000361413,0.0007892142,0.000036643807,0.000036810216,0.00015856003],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971585,0.000295859,0.0007273145,0.00065131614,0.00026376647,0.0009032137],"domain_scores_gemma":[0.99835485,0.0001652128,0.00045574157,0.00044618238,0.0000928672,0.00048515186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006146414,0.000326478,0.00046919542,0.00015176897,0.0005007439,0.00008316053,0.00018551525,0.00014880794,0.00010224476],"category_scores_gemma":[0.000019102052,0.00022691739,0.00011654338,0.00031835906,0.00055343856,0.0004258381,0.00011715175,0.00041220314,0.00008119218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004162533,0.007877101,0.068554506,0.00193717,0.00015495735,0.000020751611,0.064586125,7.8183695e-7,0.000025289824,0.023109794,0.0056641526,0.82390684],"study_design_scores_gemma":[0.0024783534,0.03332506,0.9554035,0.00028265858,0.00005396953,0.00014669842,0.0018852707,0.000020249368,0.000041343385,0.0039365264,0.0021276465,0.00029874354],"about_ca_topic_score_codex":0.0012807001,"about_ca_topic_score_gemma":0.00020095838,"teacher_disagreement_score":0.886849,"about_ca_system_score_codex":0.00028546454,"about_ca_system_score_gemma":0.00009660135,"threshold_uncertainty_score":0.92534226},"labels":[],"label_agreement":null},{"id":"W2802174976","doi":"10.2196/mhealth.9002","title":"Prevalence, Demographic Correlates, and Perceived Impacts of Mobile Health App Use Amongst Chinese Adults: Cross-Sectional Survey Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Hong Kong","keywords":"Cross-sectional study; Medicine; mHealth; Logistic regression; Telehealth; Odds ratio; Health Information National Trends Survey; Population; Odds; Psychological intervention; Gerontology; Environmental health; Family medicine; Health care; Telemedicine; Health information; Nursing","score_opus":0.057543269453967025,"score_gpt":0.45598804221516726,"score_spread":0.3984447727612002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802174976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768023,0.003899783,0.000058406626,0.00021914137,0.0009188224,0.016727263,0.0010082553,0.00026527897,0.0001007717],"genre_scores_gemma":[0.9746365,0.013163363,0.00023279614,0.0025906174,0.00058695284,0.008101583,0.0002572044,0.00009602692,0.00033494039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98962814,0.0025825782,0.0033050496,0.0014603696,0.00073766784,0.002286194],"domain_scores_gemma":[0.99045163,0.0019840659,0.0020925815,0.0010483987,0.001133117,0.0032902216],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0062449635,0.0006382442,0.0013184715,0.000667601,0.0039872276,0.00005282293,0.00035915896,0.0005606143,0.00021287608],"category_scores_gemma":[0.0006223971,0.00054835965,0.00009774185,0.0014367036,0.0008404693,0.00048173987,0.0002388606,0.0016410162,0.000061515595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015636074,0.00084388646,0.97678256,0.008375872,0.000024871659,0.000001081265,0.0052361432,9.199588e-7,0.00000217836,0.00017711868,0.0012868225,0.0057049235],"study_design_scores_gemma":[0.0042263083,0.005651622,0.9860886,0.00038870372,0.000023931772,0.000017833743,0.0012655271,0.00032757322,8.900731e-8,0.000102855396,0.0015770348,0.00032992606],"about_ca_topic_score_codex":0.017661363,"about_ca_topic_score_gemma":0.015970781,"teacher_disagreement_score":0.00930602,"about_ca_system_score_codex":0.0003674946,"about_ca_system_score_gemma":0.0036990356,"threshold_uncertainty_score":0.9996968},"labels":[],"label_agreement":null},{"id":"W2802421135","doi":"10.2196/mhealth.8155","title":"A Mobile Gaming Intervention to Increase Adherence to Antiretroviral Treatment for Youth Living With HIV: Development Guided by the Information, Motivation, and Behavioral Skills Model","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Center for AIDS Research, University of Washington","keywords":"Intervention (counseling); mHealth; Human immunodeficiency virus (HIV); Psychology; Behavior change; Applied psychology; Psychological intervention; Clinical psychology; Medicine; Social psychology; Psychiatry; Family medicine","score_opus":0.07086143075608499,"score_gpt":0.4170295194425659,"score_spread":0.3461680886864809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802421135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649272,0.00010886843,0.03170706,0.0003466545,0.000016678063,0.0025900397,0.00014034577,0.000034928216,0.00012825192],"genre_scores_gemma":[0.9894616,0.000052731943,0.0057859425,0.0006510624,0.000056666762,0.0010452938,0.00017876597,0.000014087417,0.002753876],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9985566,0.00005510374,0.0004915568,0.00023510949,0.00022729897,0.00043434338],"domain_scores_gemma":[0.99868405,0.000046526027,0.00012483096,0.00018157988,0.00031361377,0.0006493935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047498939,0.00016059019,0.0002248204,0.00018806501,0.00047396708,0.00007027331,0.00006753451,0.00004513406,0.000015923955],"category_scores_gemma":[0.00012948275,0.000105227395,0.00003780951,0.00018496241,0.00006318006,0.00026132108,0.000052129042,0.000087650704,0.000011134486],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010492138,0.0013556742,0.06789904,0.0013010922,0.00005670534,8.739957e-7,0.09395656,0.0000106040225,0.00011049687,0.000092033886,0.031868607,0.8022991],"study_design_scores_gemma":[0.025858745,0.47677726,0.33931267,0.009614984,0.00063961116,0.0001580758,0.06291277,0.042876974,0.0022490819,0.00010015884,0.037739124,0.0017605624],"about_ca_topic_score_codex":0.0011631782,"about_ca_topic_score_gemma":0.00038646252,"teacher_disagreement_score":0.80053854,"about_ca_system_score_codex":0.00025920826,"about_ca_system_score_gemma":0.00039305384,"threshold_uncertainty_score":0.42910486},"labels":[],"label_agreement":null},{"id":"W2802527566","doi":"10.2196/mhealth.9752","title":"Determinants of Intention to Use Mobile Phone Caller Tunes to Promote Voluntary Blood Donation: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Short Message Service; Donation; Psychological intervention; Mobile phone; Focus group; Psychology; Descriptive statistics; Medicine; Confirmatory factor analysis; Advertising; Internet privacy; Family medicine; Service (business); Nursing; Business; Marketing; Computer science","score_opus":0.059738048971096656,"score_gpt":0.37368470945236454,"score_spread":0.3139466604812679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802527566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99672365,0.000025199288,0.00007029607,0.000620248,0.0006791416,0.0015356619,0.0000130197595,0.00007259107,0.00026017617],"genre_scores_gemma":[0.9952558,0.000019865609,0.00040443285,0.0032544143,0.0005139776,0.00017877662,0.000016416936,0.000021057385,0.00033521425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816257,0.00003311947,0.000631671,0.0004365261,0.00042312514,0.0003130105],"domain_scores_gemma":[0.9987121,0.000048215432,0.00030032577,0.0002017426,0.0006273636,0.000110217574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008256775,0.00016812331,0.00024512262,0.00041921294,0.0004458105,0.00022083666,0.0001352425,0.00007234696,0.00031267558],"category_scores_gemma":[0.00009883828,0.0001538676,0.000038256636,0.00063573406,0.000053640593,0.0012103715,0.00010196335,0.00013578076,0.0001466497],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004197152,0.0010233477,0.9860532,0.00040378925,0.000016241927,0.0000032975918,0.0006481824,0.0000021463811,0.000086141736,0.00016584259,0.0003884844,0.010789573],"study_design_scores_gemma":[0.0013124404,0.0004840589,0.9835871,0.000036448,0.000050950464,0.0000064985115,0.00028038968,0.00019586022,0.000050875005,0.000066908746,0.013781106,0.00014737438],"about_ca_topic_score_codex":0.004905065,"about_ca_topic_score_gemma":0.004836659,"teacher_disagreement_score":0.013392622,"about_ca_system_score_codex":0.000022967693,"about_ca_system_score_gemma":0.000076311095,"threshold_uncertainty_score":0.7415024},"labels":[],"label_agreement":null},{"id":"W2802617723","doi":"10.2196/mhealth.7796","title":"Incorporating a Static Versus Supportive Mobile Phone App Into a Partial Meal Replacement Program With Face-to-Face Support: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Randomized controlled trial; Phone; Face-to-face; Computer science; Internet privacy; Psychology; Multimedia; Medicine; Telecommunications; Surgery","score_opus":0.051680755674855326,"score_gpt":0.458406147282524,"score_spread":0.4067253916076687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802617723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80052716,0.00040368305,0.006392842,0.010506004,0.002874704,0.17462248,0.00014072146,0.0010206772,0.0035117343],"genre_scores_gemma":[0.7240999,0.00041518634,0.0066864793,0.006051713,0.0016654544,0.25980857,0.00024945973,0.000115024486,0.00090825884],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98669165,0.00322708,0.004414434,0.0015764788,0.0011135166,0.0029768208],"domain_scores_gemma":[0.98797977,0.0029485938,0.003120518,0.0010814599,0.00081056845,0.0040590838],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008999582,0.00082206575,0.0035095913,0.00048433448,0.0034844838,0.00006183688,0.00037506397,0.0004944182,0.00058213476],"category_scores_gemma":[0.00094255374,0.0006098772,0.00022008643,0.001091518,0.0008580397,0.00023848149,0.00021399968,0.0014792967,0.0005973367],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.945467,0.000889192,0.00022916283,0.0024116903,0.00011697152,0.000005469619,0.014569385,0.000008623282,0.0000042433335,0.002405297,0.009135666,0.024757316],"study_design_scores_gemma":[0.92512065,0.02064662,0.00014907571,0.00028001852,0.00036323114,0.0000059601366,0.0074477685,0.002033807,0.0000077715695,0.00034684502,0.04304452,0.00055376004],"about_ca_topic_score_codex":0.0013881195,"about_ca_topic_score_gemma":0.0016818795,"teacher_disagreement_score":0.08518609,"about_ca_system_score_codex":0.0008711173,"about_ca_system_score_gemma":0.009670317,"threshold_uncertainty_score":0.9996353},"labels":[],"label_agreement":null},{"id":"W2802633101","doi":"10.2196/mhealth.9642","title":"Effectiveness of a Text Messaging–Based Intervention Targeting Alcohol Consumption Among University Students: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Intervention (counseling); Randomized controlled trial; mHealth; Text messaging; Mobile phone; Phone; Heavy drinking; Binge drinking; Alcohol consumption; Short Message Service; Psychology; Consumption (sociology); Text message; Brief intervention; Environmental health; Suicide prevention; Medicine; Poison control; Internet privacy; Alcohol; Psychiatry; Computer science","score_opus":0.03302444822614765,"score_gpt":0.38070318534162056,"score_spread":0.3476787371154729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802633101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920245,0.00059139956,0.00034631643,0.00009913236,0.00026424107,0.0064230957,0.0000020908124,0.000064019805,0.00018520426],"genre_scores_gemma":[0.999145,0.00027498938,0.00012564148,0.00007251987,0.00008440375,0.000104484854,0.000033677836,0.000013420548,0.00014587164],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974108,0.0011484805,0.000568507,0.0002816488,0.00030344212,0.00028717512],"domain_scores_gemma":[0.9979463,0.0010012435,0.0005115738,0.00015671033,0.0001669411,0.00021723895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031707748,0.00017958744,0.0014338047,0.00022990156,0.00017655446,0.000010780225,0.00006242109,0.000099031415,0.000067404464],"category_scores_gemma":[0.0002064612,0.00013344,0.00028315833,0.00015834582,0.0002988349,0.00010271257,0.000018981895,0.00013675034,0.000006097484],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.79242843,0.00047218162,0.20499212,0.0010144871,0.00017990568,0.000005408558,0.0004431024,2.6968107e-7,0.00003598438,0.00013015822,0.000028733204,0.00026921264],"study_design_scores_gemma":[0.842474,0.00092950714,0.1544132,0.0006757506,0.00068114366,0.0000011274379,0.00033043945,0.00023733267,0.00014556378,0.000022113314,0.000010483287,0.00007937236],"about_ca_topic_score_codex":0.00011679258,"about_ca_topic_score_gemma":0.00003724827,"teacher_disagreement_score":0.050578915,"about_ca_system_score_codex":0.00018097696,"about_ca_system_score_gemma":0.00016090347,"threshold_uncertainty_score":0.54415256},"labels":[],"label_agreement":null},{"id":"W2802739011","doi":"10.2196/mhealth.8320","title":"Relationship Between Weekly Patterns of Caloric Intake and Reported Weight Loss Outcomes: Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; School of Medicine, Vanderbilt University; Johns Hopkins University; Vanderbilt University","keywords":"Caloric theory; Weight loss; Retrospective cohort study; Medicine; Caloric intake; Cohort; Cohort study; Demography; Gerontology; Environmental health; Body weight; Obesity; Internal medicine","score_opus":0.11138948135357636,"score_gpt":0.46845070351401485,"score_spread":0.3570612221604385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802739011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982429,0.0002590622,0.0003339207,0.0044079605,0.00064823055,0.010254734,0.00026904442,0.00019945919,0.0011985496],"genre_scores_gemma":[0.9911831,0.00060309237,0.00025548015,0.0017135458,0.0009105546,0.004363133,0.00013038873,0.00007004223,0.0007706491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99283946,0.0010918082,0.002832022,0.001121404,0.00067156955,0.0014437234],"domain_scores_gemma":[0.99309516,0.0015473858,0.0018416868,0.0010863193,0.00066487107,0.001764602],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003959247,0.00044081509,0.0013704482,0.00046099006,0.0024638898,0.000012040275,0.00022960835,0.00048037802,0.0001396574],"category_scores_gemma":[0.0006723518,0.00038381762,0.00006658354,0.00081023056,0.0002999509,0.00018924981,0.00017475965,0.0015198238,0.000068729656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013358601,0.00025251516,0.9865985,0.002047486,0.000034050594,0.0000033118838,0.0031966167,2.4188758e-8,3.7436982e-7,0.0040892833,0.0016771464,0.0019671067],"study_design_scores_gemma":[0.0025038873,0.0011562583,0.9874496,0.00013652988,0.00018125265,0.000006889661,0.0017031805,0.000009962183,5.6501085e-7,0.0015253187,0.0050748764,0.0002516726],"about_ca_topic_score_codex":0.0051871575,"about_ca_topic_score_gemma":0.002552807,"teacher_disagreement_score":0.0087540755,"about_ca_system_score_codex":0.00055641803,"about_ca_system_score_gemma":0.0016639822,"threshold_uncertainty_score":0.99986136},"labels":[],"label_agreement":null},{"id":"W2802768564","doi":"10.2196/mhealth.9290","title":"Measuring Risky Driving Behavior Using an mHealth Smartphone App: Development and Evaluation of gForce","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Traffic and Road Safety","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health; National Institute of Biomedical Imaging and Bioengineering; Johns Hopkins University","keywords":"Accelerometer; Android (operating system); Acceleration; Gyroscope; Computer science; Simulation; Kinematics; Inertial measurement unit; Engineering; Real-time computing; Artificial intelligence; Operating system; Physics; Aerospace engineering","score_opus":0.12165344588657584,"score_gpt":0.36251882850636014,"score_spread":0.2408653826197843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802768564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955298,0.0015423548,0.0015290919,0.000025691554,0.00034450679,0.0006005809,0.0000059631657,0.0001773085,0.00024471412],"genre_scores_gemma":[0.99333704,0.0003594525,0.005933974,0.000046428726,0.00022150618,0.0000411281,0.000012965021,0.000039533723,0.000007953424],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979856,0.00012517202,0.0005848715,0.00031655995,0.00044733062,0.0005404671],"domain_scores_gemma":[0.9989469,0.000030066907,0.00014791655,0.00021589537,0.00015851039,0.00050072453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017929747,0.00021068669,0.00032705822,0.00016954109,0.00043778078,0.000019312705,0.000078923,0.00012878461,0.000014278624],"category_scores_gemma":[0.000013765404,0.00020727147,0.000019186851,0.00020251799,0.00009283552,0.00019378039,0.000032938435,0.00020980812,0.0000030983551],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009031721,0.00026327296,0.06078672,0.003069855,0.000037499547,0.000002072523,0.015239147,0.0026280093,0.0006921461,0.00021277837,0.000111129586,0.9168671],"study_design_scores_gemma":[0.0012705885,0.00021308775,0.89761734,0.00019682401,0.00013035827,0.00002988634,0.0006065208,0.09849518,0.00058214413,0.000027878701,0.00052762486,0.00030258542],"about_ca_topic_score_codex":0.0001379049,"about_ca_topic_score_gemma":0.00041601737,"teacher_disagreement_score":0.91656446,"about_ca_system_score_codex":0.0002546037,"about_ca_system_score_gemma":0.00050087005,"threshold_uncertainty_score":0.84522855},"labels":[],"label_agreement":null},{"id":"W2802811542","doi":"10.2196/mhealth.8778","title":"Experiences of General Practitioners and Practice Support Staff Using a Health and Lifestyle Screening App in Primary Health Care: Implementation Case Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Young and Well Cooperative Research Centre","keywords":"Receptionists; Focus group; Nursing; Medicine; Mental health; General practice; Qualitative research; Medical education; Family medicine; Psychology; Psychiatry","score_opus":0.10398120687595402,"score_gpt":0.5351143433107306,"score_spread":0.4311331364347766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802811542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779423,0.004339985,0.00044752707,0.006688563,0.00031804328,0.009817455,0.00008787083,0.00009376501,0.00026453086],"genre_scores_gemma":[0.9580954,0.004683637,0.015728077,0.017209705,0.00049666734,0.0035630951,0.00013498495,0.000060727147,0.000027753284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9915142,0.0027531357,0.0025457337,0.001011464,0.00052073546,0.0016547124],"domain_scores_gemma":[0.99384844,0.00087384146,0.0022816646,0.00046803162,0.00039116282,0.0021368412],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005272586,0.00039050297,0.0009945752,0.00056024693,0.0030997193,0.00003061007,0.00011508861,0.00020036218,0.000036080935],"category_scores_gemma":[0.00019405907,0.00039242354,0.00002977301,0.00076489383,0.00034369025,0.0006359657,0.00018670675,0.00083244866,0.000002747368],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001181159,0.00084219524,0.06791858,0.0108522,0.000027822533,0.000059452395,0.7189455,0.0000019438323,0.00000904607,0.00085420127,0.0048444,0.1944635],"study_design_scores_gemma":[0.0050237677,0.0051768017,0.033065617,0.00022801319,0.00003948149,0.0007812354,0.9354298,0.0001626008,0.0000010900645,0.000026630583,0.01975213,0.00031284543],"about_ca_topic_score_codex":0.038966283,"about_ca_topic_score_gemma":0.0094742095,"teacher_disagreement_score":0.21648428,"about_ca_system_score_codex":0.0008221418,"about_ca_system_score_gemma":0.009623816,"threshold_uncertainty_score":0.9998528},"labels":[],"label_agreement":null},{"id":"W2802854813","doi":"10.2196/mhealth.9529","title":"Users’ Perspectives on mHealth Self-Management of Bipolar Disorder: Qualitative Focus Group Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychoeducation; Focus group; Mood; Self-management; Psychology; Session (web analytics); Bipolar disorder; Applied psychology; Clinical psychology; Medicine; Psychological intervention; Computer science; World Wide Web; Psychiatry","score_opus":0.041724337816557516,"score_gpt":0.4044712439871681,"score_spread":0.36274690617061056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802854813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702258,0.022125848,0.00010123316,0.002305546,0.00013379428,0.0030234184,0.00004689644,0.0001457941,0.0018916744],"genre_scores_gemma":[0.9897793,0.00814627,0.0013202357,0.00026902265,0.0001411002,0.00017208826,0.000022076527,0.000045833523,0.00010406937],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970351,0.00042098007,0.00061757874,0.00072188664,0.00052904396,0.00067544007],"domain_scores_gemma":[0.99827474,0.000116506344,0.00028983975,0.000550959,0.00015559261,0.00061236904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085319136,0.00034346935,0.00068085175,0.00029039462,0.00043067217,0.000014001275,0.00010682301,0.000102168255,0.0000501384],"category_scores_gemma":[0.000013661493,0.00027307155,0.0000918212,0.00048639532,0.00020112285,0.00008318225,0.00006217852,0.00031242016,0.000035551646],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003679871,0.02601743,0.32204723,0.005674318,0.0011194851,0.000025839416,0.48350915,2.0911877e-7,0.000004723107,0.03297325,0.0005890338,0.124359466],"study_design_scores_gemma":[0.008064962,0.024551947,0.7693931,0.0001917208,0.0005147897,0.000011745925,0.19031306,0.000023055105,0.000006890426,0.00043691008,0.0062572514,0.00023458012],"about_ca_topic_score_codex":0.0014945742,"about_ca_topic_score_gemma":0.0009911535,"teacher_disagreement_score":0.44734585,"about_ca_system_score_codex":0.00028020018,"about_ca_system_score_gemma":0.00022555381,"threshold_uncertainty_score":0.99997216},"labels":[],"label_agreement":null},{"id":"W2802952037","doi":"10.2196/mhealth.8866","title":"Managing and Controlling Stress Using mHealth: Systematic Search in App Stores","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Financiadora de Estudos e Projetos; European Commission; Instituto Nacional de Telecomunicações","keywords":"mHealth; Android (operating system); Computer science; World Wide Web; Population; Mobile device; App store; Mobile apps; Multimedia; Internet privacy; Medicine; Operating system; Nursing; Psychological intervention","score_opus":0.12123406228003178,"score_gpt":0.47406037151989655,"score_spread":0.3528263092398648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802952037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98607117,0.006712761,0.00035731535,0.001812647,0.0009553023,0.0020496594,0.00005216326,0.00009424922,0.0018947144],"genre_scores_gemma":[0.9978705,0.00011471692,0.00036085956,0.00093378336,0.00026469835,0.00015996036,0.00000951427,0.00004285654,0.00024308452],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.996265,0.0005842853,0.0011092206,0.0006033957,0.00027923434,0.0011588973],"domain_scores_gemma":[0.9982649,0.00025642465,0.00031674132,0.00035774003,0.00007865876,0.00072552275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016309517,0.00025110485,0.00066223316,0.00048435645,0.00046264924,0.00008445777,0.00015647891,0.00014393129,0.000040778996],"category_scores_gemma":[0.00003730709,0.0002401259,0.000044154254,0.0003699791,0.00024026037,0.00020756737,0.00008817277,0.00041158232,0.00005267358],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024600471,0.0033398452,0.20696151,0.5210319,0.00020897326,0.00020885335,0.04550946,0.000036621233,0.000023275628,0.11501357,0.00094957533,0.10425634],"study_design_scores_gemma":[0.027472828,0.014071263,0.7010653,0.089098014,0.00054222235,0.0012504278,0.06951915,0.07525893,0.00007291418,0.01792996,0.0007360856,0.0029829247],"about_ca_topic_score_codex":0.0039926064,"about_ca_topic_score_gemma":0.0012811571,"teacher_disagreement_score":0.49410376,"about_ca_system_score_codex":0.00033685318,"about_ca_system_score_gemma":0.00018145677,"threshold_uncertainty_score":0.97920495},"labels":[],"label_agreement":null},{"id":"W2802955794","doi":"10.2196/mhealth.9581","title":"Visualizing Collaboration Characteristics and Topic Burst on International Mobile Health Research: Bibliometric Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"mHealth; Computer science; Health care; Data science; Library science; World Wide Web; Political science","score_opus":0.23714236022569313,"score_gpt":0.5810605735509564,"score_spread":0.3439182133252633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802955794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640382,0.0023595742,0.0004910087,0.01931907,0.0015587955,0.007739876,0.00040309245,0.0002472506,0.003843148],"genre_scores_gemma":[0.9572918,0.018086188,0.0006398696,0.01335471,0.0020975485,0.007299049,0.00037462867,0.00004972311,0.0008064858],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9928555,0.0015996741,0.0017211244,0.001021703,0.00094689295,0.0018550984],"domain_scores_gemma":[0.99362755,0.0013657839,0.00092049595,0.0006748162,0.0012630253,0.0021483477],"candidate_categories":["metaepi_narrow","bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0064423513,0.00031971026,0.00081593584,0.02730353,0.004540955,0.00009106939,0.0002860146,0.00035928062,0.00030549263],"category_scores_gemma":[0.0005643655,0.0003026024,0.000057506128,0.049496647,0.00035310068,0.00023056366,0.00018200852,0.001348201,0.0002132063],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007470034,0.0006678785,0.263106,0.0045377184,0.0001383571,0.000003929388,0.00818475,0.0000016642947,0.000017496091,0.04824309,0.04484881,0.6295033],"study_design_scores_gemma":[0.0010445296,0.0018837864,0.56166893,0.0001658348,0.000051889223,0.0000028223124,0.002373603,0.0008179298,0.0000016771245,0.00038316814,0.4314089,0.00019689868],"about_ca_topic_score_codex":0.0012151289,"about_ca_topic_score_gemma":0.0010575389,"teacher_disagreement_score":0.62930644,"about_ca_system_score_codex":0.0008724859,"about_ca_system_score_gemma":0.0026733966,"threshold_uncertainty_score":0.9999426},"labels":[],"label_agreement":null},{"id":"W2803003164","doi":"10.2196/mhealth.9686","title":"Health Care Professionals’ Attitudes Toward, and Experiences of Using, a Culture-Sensitive Smartphone App for Women with Gestational Diabetes Mellitus: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"mHealth; Thematic analysis; Gestational diabetes; Health care; Medicine; Nursing; Randomized controlled trial; Qualitative research; Family medicine; Psychology; Pregnancy; Psychological intervention","score_opus":0.06526786071155105,"score_gpt":0.46024688897376065,"score_spread":0.3949790282622096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803003164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930919,0.002180794,0.00017395103,0.0013106532,0.00004764709,0.0030332862,0.00009018016,0.000021971537,0.00004961939],"genre_scores_gemma":[0.9928064,0.00016264884,0.0046611764,0.0011465302,0.00010333021,0.00088809425,0.00009230722,0.000017134676,0.00012242181],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99778605,0.00026704022,0.00039998602,0.00042118915,0.00052862795,0.00059711863],"domain_scores_gemma":[0.9981713,0.00020951158,0.00025865043,0.0001236947,0.00065770186,0.0005790836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078814593,0.00018561886,0.0005111188,0.00016689413,0.00035929898,0.00001883427,0.000048331825,0.000042909247,0.0000123196405],"category_scores_gemma":[0.000072941206,0.00013018752,0.000020318323,0.00022052461,0.00039853877,0.000109678724,0.000045166595,0.00012373546,8.098496e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015558547,0.0007064325,0.0074334103,0.0075933794,0.000116606934,0.0000015822288,0.9768069,4.618203e-7,0.000013969686,0.0004272381,0.00073607516,0.0046081212],"study_design_scores_gemma":[0.002694509,0.012173135,0.17004524,0.00029237813,0.0000275844,0.0000020675893,0.81419533,0.00008616152,0.000046436973,0.00009244278,0.00022276337,0.000121968915],"about_ca_topic_score_codex":0.00013626393,"about_ca_topic_score_gemma":0.000106612875,"teacher_disagreement_score":0.16261183,"about_ca_system_score_codex":0.00019540962,"about_ca_system_score_gemma":0.0010705438,"threshold_uncertainty_score":0.53088933},"labels":[],"label_agreement":null},{"id":"W2803046551","doi":"10.2196/mhealth.8317","title":"Metadata Correction: Direct Adherence Measurement Using an Ingestible Sensor Compared With Self-Reporting in High-Risk Cardiovascular Disease Patients Who Knew They Were Being Measured: Prospective Intervention","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Metadata; Medicine; Intervention (counseling); Computer science; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.10563774376341828,"score_gpt":0.35975928191896206,"score_spread":0.2541215381555438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803046551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960531,0.014104455,0.0017760255,0.00026902955,0.011129184,0.009019033,0.00014763795,0.0004779226,0.0025457158],"genre_scores_gemma":[0.99167776,0.0021494955,0.0011712727,0.00022829145,0.0013741477,0.00047059212,0.00060243555,0.00010969772,0.0022163028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99301195,0.00082223286,0.0018435027,0.0014760674,0.0020474545,0.00079877954],"domain_scores_gemma":[0.9933285,0.00003277058,0.0029786776,0.0012064067,0.0012775952,0.0011760151],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036198562,0.0006192748,0.0017455096,0.0003637216,0.0005421487,0.0001170718,0.00021260568,0.0003009301,0.000033645258],"category_scores_gemma":[0.00077856786,0.00051916676,0.00020699472,0.0005225048,0.00011633404,0.0004446075,0.00008037022,0.0014501938,0.000012654625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029755463,0.0029703854,0.9095035,0.017175686,0.0016783071,0.00013379237,0.003024733,0.0001113737,0.0000015078574,0.000015678252,0.029140964,0.03326848],"study_design_scores_gemma":[0.0056759943,0.0027345123,0.95305073,0.019091709,0.0030519587,0.000056408746,0.0007300431,0.0056404704,0.0000077569075,0.00007736376,0.009089821,0.00079322857],"about_ca_topic_score_codex":0.009408203,"about_ca_topic_score_gemma":0.0018102746,"teacher_disagreement_score":0.04354719,"about_ca_system_score_codex":0.0013801225,"about_ca_system_score_gemma":0.0029617758,"threshold_uncertainty_score":0.999726},"labels":[],"label_agreement":null},{"id":"W2803055582","doi":"10.2196/10046","title":"Feasibility of Using a Smartwatch to Intensively Monitor Patients With Chronic Obstructive Pulmonary Disease: Prospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University Health Network; University of Toronto; Health Sciences Centre","funders":"University of Toronto; Government of Canada; AGE-WELL","keywords":"Smartwatch; Medicine; COPD; Wearable computer; Exacerbation; Physical therapy; Wearable technology; Cohort; Quality of life (healthcare); Internal medicine; Emergency medicine; Computer science","score_opus":0.04047806556164219,"score_gpt":0.3794801794966467,"score_spread":0.3390021139350045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803055582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98681414,0.00044990148,0.00003112557,0.00033610122,0.00018612956,0.011699449,0.00023567313,0.000062106206,0.00018539673],"genre_scores_gemma":[0.99843377,0.000020805075,0.00038345455,0.00016919558,0.000445256,0.00034749456,0.00004605628,0.00006641667,0.00008755982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99590147,0.00025285507,0.0006453076,0.0011874223,0.0010581624,0.000954768],"domain_scores_gemma":[0.9949802,0.00008037856,0.00029493586,0.00080083264,0.0019322752,0.0019113471],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004248185,0.0004007352,0.0008473358,0.00030376262,0.00039666588,0.000019941277,0.00016194386,0.00009024546,0.00005966981],"category_scores_gemma":[0.00017992381,0.00032407293,0.00007668136,0.00083308714,0.00067454437,0.00019817162,0.00021380468,0.00044477885,0.000012418933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00936676,0.0022634252,0.9803936,0.0022345285,0.00009570204,0.000047738235,0.0009133346,0.0000018176505,0.000019872612,0.00002131136,0.000042496984,0.0045994315],"study_design_scores_gemma":[0.003388596,0.003028881,0.991271,0.00027437173,0.00029765497,0.0000159068,0.0009923559,0.00033505383,0.0000132124715,0.000099096724,0.00002586845,0.00025797836],"about_ca_topic_score_codex":0.0010532482,"about_ca_topic_score_gemma":0.00012824434,"teacher_disagreement_score":0.011619644,"about_ca_system_score_codex":0.002544063,"about_ca_system_score_gemma":0.0026392967,"threshold_uncertainty_score":0.99992114},"labels":[],"label_agreement":null},{"id":"W2803251965","doi":"10.2196/mhealth.9527","title":"Identifying Medication Management Smartphone App Features Suitable for Young Adults With Developmental Disabilities: Delphi Consensus Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Down syndrome and intellectual disability research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Delphi method; Mobile apps; Smartphone app; Psychology; Population; Medicine; Internet privacy; World Wide Web; Computer science","score_opus":0.08140468652710216,"score_gpt":0.41045798825559077,"score_spread":0.3290533017284886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803251965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878236,0.000311835,0.0001708783,0.0016323,0.0001507299,0.0049112556,0.000026769594,0.00009292501,0.00487969],"genre_scores_gemma":[0.9926899,0.00023544133,0.002131689,0.0005261053,0.00018272275,0.0008167939,0.00009013021,0.000033062675,0.0032941531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739784,0.00010438514,0.0005119702,0.000622483,0.00060309307,0.0007602524],"domain_scores_gemma":[0.9985539,0.0002036464,0.00008649618,0.00031931978,0.00025206077,0.0005846314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010619445,0.00022409826,0.0004263437,0.00017676354,0.0005668549,0.000051754323,0.00011378593,0.000117328345,0.00026529472],"category_scores_gemma":[0.00024387438,0.00016971759,0.000039451665,0.00034120615,0.00044382107,0.000082403254,0.000076048345,0.00030886862,0.00007635567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027528074,0.0067017414,0.46825024,0.03266968,0.0006931894,0.000021382188,0.18427724,2.5337815e-7,0.00008082882,0.001202925,0.18527085,0.09330359],"study_design_scores_gemma":[0.009239241,0.0086414805,0.7900022,0.00064450846,0.00019056855,0.0003858629,0.18468815,0.00011707063,0.00006222642,0.00022340404,0.005465429,0.00033984083],"about_ca_topic_score_codex":0.00064749626,"about_ca_topic_score_gemma":0.0012436247,"teacher_disagreement_score":0.32175195,"about_ca_system_score_codex":0.00033313938,"about_ca_system_score_gemma":0.0004501116,"threshold_uncertainty_score":0.69208825},"labels":[],"label_agreement":null},{"id":"W2803414964","doi":"10.2196/mhealth.8429","title":"Novel Method to Efficiently Create an mHealth App: Implementation of a Real-Time Electrocardiogram R Peak Detector","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Mobile phone; Real-time computing; MATLAB; Detector; Noise (video); mHealth; Heuristic; Mobile device; Sensitivity (control systems); Artificial intelligence; Electronic engineering; Medicine; Engineering; Telecommunications","score_opus":0.041132654922577554,"score_gpt":0.44309539850377705,"score_spread":0.4019627435811995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803414964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98420304,0.00014637627,0.012873035,0.0010841165,0.00010464013,0.0009287646,0.00004729254,0.00016479503,0.0004479515],"genre_scores_gemma":[0.94307715,0.0002759176,0.05447435,0.00084597454,0.0009363711,0.00007874926,0.000069318805,0.00004751619,0.00019467488],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99712914,0.00022346246,0.0007331337,0.0006133594,0.0004491508,0.00085177534],"domain_scores_gemma":[0.9975235,0.000091092945,0.00032300636,0.0004773896,0.00031306734,0.0012719729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001644747,0.00025291144,0.00076180295,0.00049435644,0.00033183885,0.000023447661,0.000108946406,0.00011815433,0.000047155903],"category_scores_gemma":[0.000033608856,0.00022343438,0.00011986889,0.0009458994,0.000066691035,0.000075177995,0.000036087426,0.0002200811,0.000023579516],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030282391,0.001458402,0.067180805,0.004455139,0.00034578503,0.000010597936,0.009724203,0.00002115524,0.19126241,0.00031633882,0.001971618,0.72022533],"study_design_scores_gemma":[0.0065679173,0.023486836,0.94094485,0.00035507922,0.00129254,0.00017941899,0.0030959211,0.004744245,0.014795928,0.000063595835,0.0038286787,0.000645004],"about_ca_topic_score_codex":0.0059296535,"about_ca_topic_score_gemma":0.00024192763,"teacher_disagreement_score":0.87376404,"about_ca_system_score_codex":0.00020568992,"about_ca_system_score_gemma":0.00066165254,"threshold_uncertainty_score":0.91113895},"labels":[],"label_agreement":null},{"id":"W2803418532","doi":"10.2196/mhealth.7657","title":"Reach and Acceptability of a Mobile Reminder Strategy and Facebook Group Intervention for Weight Management in Less Advantaged Adolescents: Insights From the PRALIMAP-INÈS Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Institut National Du Cancer; Université de Lorraine","keywords":"Psychological intervention; Attendance; Short Message Service; mHealth; Overweight; Mobile phone; Weight management; Social media; Psychology; Medicine; Medical education; Obesity; Nursing; Computer science; World Wide Web","score_opus":0.07928109871396158,"score_gpt":0.46093372123663384,"score_spread":0.3816526225226723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803418532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678088,0.0025901857,0.00055021077,0.0011655005,0.0005116519,0.026374282,0.00017801521,0.000054760058,0.0007666103],"genre_scores_gemma":[0.971195,0.0050074034,0.0007344616,0.0017388662,0.0004881469,0.020556532,0.00012954779,0.00003504041,0.00011502268],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951362,0.0011166784,0.0017854125,0.0008212196,0.00025739588,0.0008830735],"domain_scores_gemma":[0.9970474,0.0007211468,0.00086426124,0.00057631586,0.00016086061,0.000630009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022020526,0.0002993422,0.0006718781,0.00017152826,0.0011578207,0.00001815318,0.00020041157,0.00032548734,0.00007282202],"category_scores_gemma":[0.00006920764,0.00022665768,0.000056816847,0.00026930694,0.0003383635,0.00019385277,0.00017137475,0.00060448254,0.0000055579967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03732471,0.001624685,0.12232326,0.024579702,0.00005353129,0.0000018684096,0.012921504,4.3100283e-7,0.00003143769,0.026730644,0.0039383736,0.77046984],"study_design_scores_gemma":[0.051170636,0.0023101976,0.8456185,0.00085452996,0.000107411695,0.0000020492603,0.015003142,0.00030506236,0.0000063396033,0.007084631,0.07724023,0.00029726358],"about_ca_topic_score_codex":0.0025539093,"about_ca_topic_score_gemma":0.0072311983,"teacher_disagreement_score":0.7701726,"about_ca_system_score_codex":0.00022928983,"about_ca_system_score_gemma":0.00043783922,"threshold_uncertainty_score":0.92428315},"labels":[],"label_agreement":null},{"id":"W2803504762","doi":"10.2196/mhealth.9831","title":"Mindfulness-Based Symptom and Stress Management Apps for Adults With Chronic Lung Disease: Systematic Search in App Stores","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bristol-Myers Squibb","keywords":"Medicine; COPD; Mindfulness; Quality of life (healthcare); Disease; Lung cancer; Distress; Stress management; Physical therapy; Pulmonary disease; Intensive care medicine; Clinical psychology; Internal medicine","score_opus":0.037181616742152444,"score_gpt":0.3899283113383609,"score_spread":0.3527466945962085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803504762","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017393692,0.98332196,0.00021520189,0.00018969669,0.00020379273,0.013735703,0.00049737864,0.000057034358,0.000039885123],"genre_scores_gemma":[0.016673204,0.97236145,0.000047861213,0.0002021821,0.00041846244,0.00907346,0.0008536795,0.00011690402,0.00025277468],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99656785,0.0002937063,0.0008663237,0.0009021891,0.00051406136,0.0008558878],"domain_scores_gemma":[0.99764115,0.00024543868,0.00038960113,0.00062000635,0.0001117539,0.0009920273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007670011,0.00054894015,0.0022561303,0.00050406944,0.00019496217,0.000049254155,0.00015378991,0.00022402567,0.0000131076395],"category_scores_gemma":[0.000014671918,0.00038399873,0.00014575759,0.00042414924,0.00014196616,0.000048184975,0.00005540352,0.00040655746,0.0000031547743],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050790515,0.000107319625,0.000381649,0.8007552,0.00007530614,0.00003160359,0.00028787236,3.5229448e-7,1.891232e-10,0.00015121468,0.00023595616,0.19746564],"study_design_scores_gemma":[0.0054757474,0.0013898327,0.0010231308,0.9189371,0.0034827292,0.000035787627,0.0010880546,0.0013098039,1.614864e-7,0.000010687244,0.06655892,0.00068803114],"about_ca_topic_score_codex":0.00035768657,"about_ca_topic_score_gemma":0.0026114834,"teacher_disagreement_score":0.19677761,"about_ca_system_score_codex":0.00091343373,"about_ca_system_score_gemma":0.0022409155,"threshold_uncertainty_score":0.9998612},"labels":[],"label_agreement":null},{"id":"W2803560119","doi":"10.2196/mhealth.9826","title":"Learnability of a Configurator Empowering End Users to Create Mobile Data Collection Instruments: Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Usability; Learnability; Computer science; Data collection; Mobile device; End user; Human–computer interaction; World Wide Web; Mathematics","score_opus":0.11779878329551682,"score_gpt":0.5057161393314253,"score_spread":0.3879173560359085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803560119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770537,0.00014741406,0.00021236838,0.0019734325,0.0008771969,0.01744825,0.00034384,0.00019305217,0.0017507513],"genre_scores_gemma":[0.9861998,0.0003644672,0.0009990896,0.002890502,0.00046661063,0.008667455,0.000102506514,0.000050833085,0.00025876603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99272287,0.0014300493,0.0023377836,0.0014160803,0.00056159607,0.0015316416],"domain_scores_gemma":[0.99342346,0.00062238966,0.0008994959,0.0022737896,0.00065094256,0.0021299298],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052821864,0.00037581494,0.00094136625,0.0003238341,0.002558766,0.000017734557,0.0005958192,0.00029673925,0.0006486623],"category_scores_gemma":[0.0006448079,0.00035484435,0.00004512491,0.0012227142,0.00034154134,0.00029547236,0.00049164874,0.00091707864,0.0001468707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021830066,0.0019550659,0.875383,0.0062749954,0.000038796494,9.548146e-7,0.016190084,0.0000021980256,0.00010065236,0.0006074078,0.011794196,0.08546961],"study_design_scores_gemma":[0.0033760087,0.0047603175,0.84142256,0.00019824263,0.000075769334,0.000003780985,0.013598059,0.00038996153,0.00002546127,0.00016686434,0.13564779,0.00033520508],"about_ca_topic_score_codex":0.009100787,"about_ca_topic_score_gemma":0.0053498824,"teacher_disagreement_score":0.12385359,"about_ca_system_score_codex":0.00067992357,"about_ca_system_score_gemma":0.0038807357,"threshold_uncertainty_score":0.9998903},"labels":[],"label_agreement":null},{"id":"W2803594112","doi":"10.2196/10671","title":"You Will Know That Despite Being HIV Positive You Are Not Alone: Qualitative Study to Inform Content of a Text Messaging Intervention to Improve Prevention of Mother-to-Child HIV Transmission","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Short Message Service; mHealth; Intervention (counseling); Health care; Nursing; Family medicine; Focus group; Human immunodeficiency virus (HIV); Content analysis; Qualitative research; Psychological intervention","score_opus":0.07466139542470093,"score_gpt":0.4669660713966538,"score_spread":0.39230467597195284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803594112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9340342,0.0003288965,0.02023734,0.022941573,0.000374183,0.020552395,0.00046662716,0.00011510247,0.00094963145],"genre_scores_gemma":[0.98432744,0.00021273404,0.0024887784,0.005751958,0.00024084245,0.0053266697,0.00008442358,0.00007871726,0.0014884111],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99264205,0.0014826466,0.0027303302,0.0009780006,0.00072309666,0.0014438919],"domain_scores_gemma":[0.99384695,0.00048779987,0.0017859079,0.00072289124,0.0008881817,0.0022682878],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004442411,0.0004788275,0.0012178173,0.00081061287,0.0016049915,0.00001644152,0.00033609543,0.00025558448,0.00010326372],"category_scores_gemma":[0.00023289565,0.00043682804,0.0001604162,0.0010899355,0.00011174468,0.00033125663,0.0002047035,0.00078050804,0.00009146712],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009769598,0.004529575,0.036065754,0.0178744,0.00013497942,0.0000023123212,0.62550974,0.00001052793,0.0007690975,0.006955298,0.0032727616,0.29510593],"study_design_scores_gemma":[0.011670929,0.017544134,0.64178926,0.011707311,0.00027998874,0.0000058316,0.28382364,0.0002843563,0.0011838962,0.0008086672,0.029973416,0.0009285877],"about_ca_topic_score_codex":0.0025204313,"about_ca_topic_score_gemma":0.0012773797,"teacher_disagreement_score":0.6057235,"about_ca_system_score_codex":0.00059205666,"about_ca_system_score_gemma":0.00085188437,"threshold_uncertainty_score":0.9998084},"labels":[],"label_agreement":null},{"id":"W2803710607","doi":"10.2196/mhealth.8824","title":"Acceptability of an mHealth App Intervention for Persons With Type 2 Diabetes and its Associations With Initial Self-Management: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Akershus Universitetssykehus; Diabetesforbundet; Norges Forskningsråd; Høgskolen i Oslo og Akershus","keywords":"mHealth; Randomized controlled trial; Type 2 diabetes; Intervention (counseling); Self-management; Medicine; Diabetes mellitus; Psychology; Psychological intervention; Clinical psychology; Physical therapy; Gerontology; Computer science; Psychiatry; Internal medicine","score_opus":0.04482829610499003,"score_gpt":0.44279919398488166,"score_spread":0.39797089787989165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803710607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9448865,0.0009393724,0.0005000212,0.0018199942,0.0005691691,0.048571367,0.00026846834,0.0002665282,0.002178594],"genre_scores_gemma":[0.95845354,0.0010781984,0.004157288,0.0017391859,0.00084234873,0.033183765,0.0002642249,0.00006984096,0.00021158729],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99289614,0.0021386486,0.0022296512,0.0008600739,0.00045814321,0.0014173684],"domain_scores_gemma":[0.9927897,0.0022324275,0.0021674945,0.00051494734,0.000997591,0.0012978602],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006680474,0.0004280255,0.0022292158,0.0003678817,0.0023540414,0.000026078118,0.00020126525,0.0003601327,0.00014514857],"category_scores_gemma":[0.00040929773,0.00030627518,0.00013709556,0.00058800506,0.0003456916,0.00031367363,0.000067029956,0.000630188,0.000008857873],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93844026,0.0014206261,0.002819073,0.013022014,0.00028095036,4.928809e-7,0.0058673234,8.290674e-7,0.000001611816,0.018534346,0.00070239726,0.01891009],"study_design_scores_gemma":[0.9650474,0.0084367655,0.015860641,0.0002687374,0.00092403113,0.000002033236,0.0024916169,0.00221851,0.000004305014,0.00089944823,0.0035079513,0.00033855796],"about_ca_topic_score_codex":0.00023679815,"about_ca_topic_score_gemma":0.00093567313,"teacher_disagreement_score":0.026607156,"about_ca_system_score_codex":0.00028505985,"about_ca_system_score_gemma":0.0019572051,"threshold_uncertainty_score":0.99993896},"labels":[],"label_agreement":null},{"id":"W2804310909","doi":"10.2196/10253","title":"Patient Experiences Using a Self-Monitoring App in Eating Disorder Treatment: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Novo Nordisk Fonden; Novo Nordisk; Aarhus Universitetshospital; Aarhus Universitet","keywords":"Qualitative research; mHealth; Psychology; Clinical psychology; Medicine; Psychotherapist; Psychiatry; Psychological intervention","score_opus":0.09849566875107406,"score_gpt":0.49134695656464067,"score_spread":0.3928512878135666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804310909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99689573,0.0008639453,0.000009762364,0.000049209255,0.0005484399,0.0010298865,0.0000037656994,0.000087771776,0.0005114814],"genre_scores_gemma":[0.9984947,0.0000328799,0.0006325355,0.00006693482,0.00018848885,0.0005138001,0.0000025037077,0.00002453503,0.000043664408],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99756837,0.0005471054,0.0005339732,0.0005233095,0.00018485976,0.00064236415],"domain_scores_gemma":[0.9991576,0.00012161993,0.00023873731,0.0002241092,0.000044507724,0.0002134032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038350114,0.00022769158,0.00033720545,0.00017473265,0.00049963355,0.000032539614,0.000072478055,0.000085156775,0.0000665435],"category_scores_gemma":[0.000012373858,0.00018999334,0.00003044165,0.00037679635,0.00009923215,0.00009462987,0.000031130945,0.00015806801,0.000012242831],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006058832,0.0013685455,0.39230877,0.000031417097,0.000007767198,0.0000048415545,0.5905563,3.0862805e-7,0.0000025386832,0.000030045043,0.0000068810086,0.01562195],"study_design_scores_gemma":[0.0013903565,0.0053148484,0.17841099,0.00005343021,0.000022093504,0.000004084373,0.8144447,0.000053338048,0.0000023497334,0.000027591737,0.00010577136,0.00017044856],"about_ca_topic_score_codex":0.00808946,"about_ca_topic_score_gemma":0.0007980027,"teacher_disagreement_score":0.22388837,"about_ca_system_score_codex":0.00017565953,"about_ca_system_score_gemma":0.00012698711,"threshold_uncertainty_score":0.9985158},"labels":[],"label_agreement":null},{"id":"W2804472574","doi":"10.2196/10727","title":"Mobile Decision Support Tool for Emergency Departments and Mass Casualty Incidents (EDIT): Initial Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Disaster Response and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institutes of Health","keywords":"Triage; Mass-casualty incident; Emergency department; Medical emergency; Interactive kiosk; Medicine; Incident report; Decision support system; Emergency medicine; Poison control; Human factors and ergonomics; Computer science; Nursing; Computer security; Artificial intelligence","score_opus":0.11227312782740159,"score_gpt":0.528302453792691,"score_spread":0.4160293259652894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804472574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864881,0.0001893455,0.0014032029,0.00015515991,0.0022603406,0.0077902908,0.00012643123,0.000088893976,0.0014982132],"genre_scores_gemma":[0.9897513,0.0006016564,0.00078321353,0.0023418018,0.0009964079,0.002966993,0.000062797575,0.000047876692,0.0024479944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996266,0.0004781829,0.001108158,0.00065928884,0.0004279776,0.0010603757],"domain_scores_gemma":[0.99810386,0.00023599542,0.00037652953,0.00043572785,0.00020362019,0.0006442492],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020862746,0.00028342236,0.00046377358,0.00021999661,0.0016341136,0.000021905795,0.00017454303,0.00016333624,0.00041449553],"category_scores_gemma":[0.00011970728,0.00024610705,0.000044589025,0.00020174822,0.00006909948,0.00023945923,0.00026324656,0.00028725874,0.00015727905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00870591,0.0020003396,0.47591683,0.0047741313,0.0001360876,0.00004802255,0.08353641,3.804782e-7,0.000020193109,0.0006133046,0.25998425,0.16426413],"study_design_scores_gemma":[0.013903099,0.018449903,0.49839437,0.00018094282,0.00027962972,0.000009599353,0.031399768,0.00024158694,0.000005822073,0.0035545495,0.43284133,0.00073939],"about_ca_topic_score_codex":0.00018417698,"about_ca_topic_score_gemma":0.0007220803,"teacher_disagreement_score":0.17285708,"about_ca_system_score_codex":0.00015727796,"about_ca_system_score_gemma":0.0004883706,"threshold_uncertainty_score":0.9999991},"labels":[],"label_agreement":null},{"id":"W2804614166","doi":"10.2196/10741","title":"User Requirements for Technology to Assist Aging in Place: Qualitative Study of Older People and Their Informal Support Networks","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Aging in place; Internet privacy; Qualitative research; Social support; Psychology; Theme (computing); Gerontology; Knowledge management; Sociology; Medicine; Computer science; Social psychology; World Wide Web; Human–computer interaction","score_opus":0.04630617428704467,"score_gpt":0.44292468203394836,"score_spread":0.39661850774690366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804614166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910567,0.00008285162,0.0005292784,0.0056934576,0.00014879947,0.0022090985,0.00001357488,0.0000938059,0.00017247284],"genre_scores_gemma":[0.9984543,0.00006973966,0.00042267836,0.00059871847,0.00007749494,0.00027185635,0.000003968893,0.000013205697,0.00008807234],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99805087,0.0001863032,0.0005174861,0.00035012446,0.000166581,0.0007286268],"domain_scores_gemma":[0.9989677,0.00019946124,0.00024337912,0.0002045623,0.00015001516,0.00023484814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020059342,0.00015041692,0.00038558737,0.00043104964,0.0005265163,0.00001921093,0.00020085616,0.00022159421,0.0000082301285],"category_scores_gemma":[0.00015633098,0.00013569948,0.00001528026,0.0007906315,0.0003470458,0.00019597207,0.00012387913,0.00022057649,0.0000013515846],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016687815,0.0002622297,0.27407014,0.00018834858,0.000013938571,5.8172776e-7,0.70326656,0.0000012295235,0.0000016250523,0.002948094,0.0010058613,0.018074501],"study_design_scores_gemma":[0.0028127944,0.0027980148,0.38207677,0.00009463416,0.0000136552935,0.0000017701321,0.6072654,0.00010623525,0.000010595289,0.0006924192,0.0039217453,0.0002059361],"about_ca_topic_score_codex":0.0021787328,"about_ca_topic_score_gemma":0.08035643,"teacher_disagreement_score":0.10800662,"about_ca_system_score_codex":0.00009814869,"about_ca_system_score_gemma":0.000357568,"threshold_uncertainty_score":0.9364247},"labels":[],"label_agreement":null},{"id":"W2804697560","doi":"10.2196/mhealth.9031","title":"Acceptability and Feasibility of Real-Time Antiretroviral Therapy Adherence Interventions in Rural Uganda: Mixed-Method Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Fogarty International Center; National Institutes of Health","keywords":"Psychological intervention; Antiretroviral therapy; Medicine; Randomized controlled trial; mHealth; eHealth; Viremia; Human immunodeficiency virus (HIV); Physical therapy; Viral load; Family medicine; Health care; Nursing; Surgery","score_opus":0.1132543486998365,"score_gpt":0.5058776922839271,"score_spread":0.39262334358409057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804697560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570808,0.0015579994,0.00039123552,0.0014777638,0.0009375554,0.03627637,0.000114105336,0.0001381554,0.0020260438],"genre_scores_gemma":[0.96894836,0.0095519945,0.0025358335,0.000852719,0.00055994943,0.017036984,0.000052769108,0.000043490316,0.00041786704],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98504156,0.007618254,0.0045155617,0.0009043057,0.00043687667,0.0014834295],"domain_scores_gemma":[0.99039316,0.004873473,0.002151711,0.0008496276,0.00051467476,0.0012173245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01677258,0.00047315427,0.0034655547,0.0004280067,0.0012240101,0.000019094286,0.000289373,0.0004226314,0.00086802203],"category_scores_gemma":[0.0015297162,0.00036756834,0.0003448247,0.00067808566,0.0009320232,0.00022384737,0.00015202076,0.0010790142,0.000037045374],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8879326,0.0011727462,0.059546567,0.0039640456,0.000030256504,4.62987e-7,0.0017413932,1.2522548e-7,0.00005741729,0.00383993,0.0006583785,0.041056104],"study_design_scores_gemma":[0.785052,0.005013091,0.20508304,0.00037415713,0.000075085074,0.0000025505956,0.0006958709,0.0004143882,0.0000046137898,0.0027759771,0.00026847151,0.00024072884],"about_ca_topic_score_codex":0.0068765837,"about_ca_topic_score_gemma":0.0015244425,"teacher_disagreement_score":0.14553648,"about_ca_system_score_codex":0.00032275918,"about_ca_system_score_gemma":0.0026140206,"threshold_uncertainty_score":0.99987763},"labels":[],"label_agreement":null},{"id":"W2804882295","doi":"10.2196/mhealth.9145","title":"The Use of Mobile Health Applications to Improve Patient Experience: Cross-Sectional Study in Chinese Public Hospitals","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Test (biology); Medicine; Health care; mHealth; Cross-sectional study; Public health; China; Family medicine; Mobile apps; Nursing; Psychological intervention","score_opus":0.09985811950621079,"score_gpt":0.5054653685738338,"score_spread":0.405607249067623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804882295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581703,0.00089332653,0.00031152024,0.002533403,0.000881191,0.03668857,0.00022061124,0.00012506086,0.0001760429],"genre_scores_gemma":[0.83766,0.0010003462,0.00056130515,0.0055707013,0.00052383204,0.15439811,0.000038990398,0.000048298454,0.00019840444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916709,0.0010573212,0.003386636,0.0010785841,0.00070358755,0.0021029545],"domain_scores_gemma":[0.99304205,0.0013003567,0.0013859022,0.0012945165,0.0008216846,0.0021555126],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00304662,0.00039083822,0.0007629953,0.00043945987,0.0047749635,0.00007336223,0.0004579516,0.00026186433,0.00008012508],"category_scores_gemma":[0.00040622117,0.0002906176,0.0000720276,0.0017642387,0.0004269955,0.00032090885,0.000298107,0.0009997054,0.00011461519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025525465,0.00069947314,0.8964151,0.0007591468,0.00000668658,3.166651e-7,0.008234453,0.0000046918667,0.0000056427725,0.002441701,0.0016555664,0.089521974],"study_design_scores_gemma":[0.0011201272,0.0028263407,0.79390156,0.000039919956,0.0000031277038,0.0000019695092,0.0033103365,0.00008754022,8.267718e-7,0.00022733326,0.1983081,0.00017280171],"about_ca_topic_score_codex":0.004491239,"about_ca_topic_score_gemma":0.006641315,"teacher_disagreement_score":0.19665253,"about_ca_system_score_codex":0.0007717122,"about_ca_system_score_gemma":0.0039434754,"threshold_uncertainty_score":0.9999546},"labels":[],"label_agreement":null},{"id":"W2804919296","doi":"10.2196/10387","title":"Holding It Together—Patients' Perspectives on Postoperative Recovery When Using an e-Assessed Follow-Up: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Feeling; eHealth; Thematic analysis; Qualitative research; mHealth; Medicine; Mobile phone; Quality of life (healthcare); Psychology; Nursing; Health care; Psychological intervention; Social psychology; Computer science","score_opus":0.1037934826183353,"score_gpt":0.44220751678028863,"score_spread":0.3384140341619533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804919296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994701,0.00020266863,0.0002881361,0.0010968136,0.0008151559,0.0018615845,0.000041070885,0.00009976069,0.000893788],"genre_scores_gemma":[0.9934252,0.00011358544,0.0012786742,0.004111805,0.00047895333,0.00007872888,0.00003177241,0.00006861877,0.00041267197],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99616283,0.0010264645,0.00064725283,0.00092249416,0.0005144313,0.0007264998],"domain_scores_gemma":[0.9975307,0.0004049413,0.00034018487,0.0005041716,0.0005431038,0.0006768871],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013672612,0.0003809307,0.0007651408,0.00038077834,0.0006035545,0.00006617155,0.000104964456,0.00015697615,0.00009236956],"category_scores_gemma":[0.00029263168,0.0003258386,0.00009223153,0.00035039862,0.00017541017,0.00054467935,0.000052538257,0.0004904813,0.000023209706],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076474347,0.004826071,0.032510664,0.0004914021,0.0001847293,0.000026939646,0.94199544,0.000003377714,0.00051874254,0.000184749,0.0016650654,0.009945366],"study_design_scores_gemma":[0.011091299,0.0454729,0.17302515,0.0009966452,0.00028205934,0.000030063635,0.76591504,0.00031508773,0.0006127055,0.00044239784,0.00084875326,0.00096789695],"about_ca_topic_score_codex":0.0006524731,"about_ca_topic_score_gemma":0.00034635226,"teacher_disagreement_score":0.17608042,"about_ca_system_score_codex":0.0006391511,"about_ca_system_score_gemma":0.0007335292,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W2804927686","doi":"10.2196/10034","title":"Attention and Cognitive Bias Modification Apps: Review of the Literature and of Commercially Available Apps","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Mobile apps; Cognition; Computer science; Psychology; Internet privacy; World Wide Web; Psychiatry","score_opus":0.21204296805326123,"score_gpt":0.47585059433668453,"score_spread":0.2638076262834233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804927686","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000589992,0.9924093,0.000032192413,0.00023522961,0.00046205136,0.003418307,0.00078106415,0.00002186069,0.0020500422],"genre_scores_gemma":[0.0013676223,0.99606615,0.00007897846,0.00063895027,0.00025122555,0.00046463704,0.00037236518,0.000046873156,0.0007131675],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960417,0.0011252498,0.0012463522,0.0008596889,0.00031453508,0.0004124683],"domain_scores_gemma":[0.99557346,0.0006329671,0.002351387,0.0005069166,0.00066472305,0.0002705186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013514988,0.00048505876,0.0017073253,0.0003971346,0.00027043655,0.000032039556,0.00021105623,0.00047928462,0.0000886053],"category_scores_gemma":[0.00038587357,0.0003203206,0.00017484096,0.0013433277,0.00045250336,0.00011759138,0.00011633939,0.0005447426,0.000024058365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052417665,0.00022340534,0.0012519017,0.24610914,0.00009865651,4.1420958e-7,0.0006019828,3.082655e-10,3.98109e-8,0.000162405,0.009139767,0.7423599],"study_design_scores_gemma":[0.0008573643,0.0004408906,0.009165045,0.19628398,0.0017011156,0.00006690297,0.00018393579,5.3615787e-7,3.1071414e-7,0.00020673049,0.7908059,0.00028732434],"about_ca_topic_score_codex":0.00009327473,"about_ca_topic_score_gemma":0.000011219061,"teacher_disagreement_score":0.7816661,"about_ca_system_score_codex":0.0000486557,"about_ca_system_score_gemma":0.00040803637,"threshold_uncertainty_score":0.9999249},"labels":[],"label_agreement":null},{"id":"W2805770171","doi":"10.2196/mhealth.9729","title":"Digital Food Records in Community-Based Interventions: Mixed-Methods Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Human Genome Research Institute","keywords":"Psychological intervention; Participatory action research; Community-based participatory research; Mobile technology; mHealth; Mobile device; Computer science; Medicine; Nursing; World Wide Web; Sociology","score_opus":0.16742621400263472,"score_gpt":0.4796948829486529,"score_spread":0.31226866894601824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805770171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906864,0.0011573702,0.000338432,0.003831207,0.0002926903,0.001121757,0.000059238104,0.000061260085,0.0024516275],"genre_scores_gemma":[0.99381834,0.0001604992,0.0026178202,0.0028153064,0.00024810096,0.00015767236,0.00006465643,0.000017948008,0.00009963217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982234,0.00046069446,0.0005348318,0.0002249353,0.00017055363,0.0003855804],"domain_scores_gemma":[0.998849,0.0003051276,0.000118523196,0.00027299582,0.0001223182,0.00033204706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013704337,0.00015257947,0.00040938566,0.0001988715,0.00046235725,0.00002867204,0.000076989905,0.000040833245,0.000029461697],"category_scores_gemma":[0.00014526182,0.00013302139,0.0000599797,0.00033011468,0.00014609763,0.000073836105,0.000079665515,0.00046647183,0.000013886648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006348788,0.037956294,0.64441085,0.0121248085,0.00012633337,0.00002318608,0.002132116,3.5136898e-7,0.000009142105,0.000993441,0.02891303,0.26696166],"study_design_scores_gemma":[0.0067145065,0.078944825,0.89038867,0.0006616239,0.000051616822,0.000015878059,0.0046997075,0.000033671655,0.000004615211,0.0011640104,0.017160695,0.00016016187],"about_ca_topic_score_codex":0.0005964702,"about_ca_topic_score_gemma":0.0024210375,"teacher_disagreement_score":0.2668015,"about_ca_system_score_codex":0.00013275296,"about_ca_system_score_gemma":0.00016935683,"threshold_uncertainty_score":0.5424455},"labels":[],"label_agreement":null},{"id":"W2805823173","doi":"10.2196/mhealth.9493","title":"Health Care Provider Utilization and Cost of an mHealth Intervention in Vulnerable People Living With HIV in Vancouver, Canada: Prospective Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Women's Health Research Institute; University of British Columbia","funders":"Gilead Sciences","keywords":"mHealth; Cart; Psychological intervention; Mobile phone; Intervention (counseling); Medicine; Health care; Human immunodeficiency virus (HIV); Gerontology; Nursing; Family medicine; Computer science; Political science","score_opus":0.03461603803438167,"score_gpt":0.39647992551905203,"score_spread":0.36186388748467035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805823173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928221,0.0016717181,0.00015821638,0.0008399369,0.00007325038,0.003966438,0.00004586383,0.000022558057,0.00039990607],"genre_scores_gemma":[0.9983377,0.00031075228,0.00020624917,0.00023825617,0.00007085657,0.00027850043,0.000049102437,0.000025898089,0.00048268438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970777,0.0005945682,0.0007539853,0.00050670153,0.00040551263,0.0006615525],"domain_scores_gemma":[0.9984384,0.00008109648,0.0002785101,0.0002561375,0.0003005189,0.0006453019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012473261,0.0001868677,0.0005941796,0.00040949846,0.00028222226,0.000019118721,0.000068072695,0.00006213133,0.000033566103],"category_scores_gemma":[0.00016081192,0.000159257,0.000022351283,0.0006830974,0.00009577493,0.00025818293,0.000046409634,0.00047966113,5.479914e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084928586,0.0015319391,0.9140077,0.0055938223,0.000013988486,0.000008107247,0.021371756,0.000002449376,0.000001318197,0.00006172143,0.0030133952,0.05354447],"study_design_scores_gemma":[0.004507188,0.019130217,0.9321629,0.001386725,0.00001633203,0.00001666583,0.040625688,0.0016996844,0.0000069654075,0.000012945493,0.00032108824,0.00011364391],"about_ca_topic_score_codex":0.59912014,"about_ca_topic_score_gemma":0.99366564,"teacher_disagreement_score":0.3945455,"about_ca_system_score_codex":0.0011263707,"about_ca_system_score_gemma":0.0035929957,"threshold_uncertainty_score":0.6494312},"labels":[],"label_agreement":null},{"id":"W2806034612","doi":"10.2196/mhealth.9489","title":"The Crush the Crave Quit Smoking App and Young Adult Smokers: Qualitative Case Study of Affordances","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Impact; University of Waterloo","funders":"","keywords":"Affordance; Psychology; Thematic analysis; Mobile phone; Qualitative research; Formative assessment; Smoking cessation; Credibility; Social psychology; Applied psychology; Developmental psychology; Medicine; Computer science; Cognitive psychology; Pedagogy","score_opus":0.09595730251550191,"score_gpt":0.4549489179571589,"score_spread":0.35899161544165703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806034612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960076,0.0006332679,0.000022686008,0.0016545819,0.00029279204,0.0010705772,0.00000836032,0.000030701794,0.00027943822],"genre_scores_gemma":[0.99852186,0.000460117,0.000027510492,0.0005359349,0.00025734396,0.00009804056,0.0000034323368,0.000014952087,0.00008079109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826473,0.00031391034,0.00044251067,0.00027085154,0.00036186003,0.00034613957],"domain_scores_gemma":[0.9986435,0.00032255435,0.00030381326,0.00029584262,0.00024265744,0.00019161355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014587208,0.00014720079,0.00027145218,0.00006250581,0.0010420065,0.00004001176,0.000069907546,0.0000693171,0.0000068287354],"category_scores_gemma":[0.000095713585,0.000080786536,0.000026384234,0.00021810336,0.0003830501,0.00007350786,0.000037346374,0.00027455104,3.7371896e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005125938,0.00031730064,0.59063107,0.0005299118,0.000053129945,0.000052351166,0.36212707,8.6671825e-8,0.000007910983,0.0011559412,0.0007367645,0.043875903],"study_design_scores_gemma":[0.0019680797,0.0026675519,0.5172616,0.00011030395,0.00020931251,0.0004839315,0.4767133,0.000040577546,0.000024092547,0.00022583715,0.00020171923,0.00009364106],"about_ca_topic_score_codex":0.0077769314,"about_ca_topic_score_gemma":0.003842079,"teacher_disagreement_score":0.114586264,"about_ca_system_score_codex":0.00005977357,"about_ca_system_score_gemma":0.00017674999,"threshold_uncertainty_score":0.9988304},"labels":[],"label_agreement":null},{"id":"W2806138595","doi":"10.2196/mhealth.9705","title":"Health and Fitness Apps for Hands-Free Voice-Activated Assistants: Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institutes of Health","keywords":"Voice command device; Vendor; mHealth; App store; Internet privacy; Descriptive statistics; Popularity; World Wide Web; Computer science; Medicine; Psychology; Business; Nursing; Speech recognition; Marketing","score_opus":0.1593299923718746,"score_gpt":0.4792804935553887,"score_spread":0.3199505011835141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806138595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896523,0.007484208,0.0070617707,0.06461281,0.0013236137,0.018747116,0.0014753904,0.000716219,0.002055889],"genre_scores_gemma":[0.93616784,0.008403369,0.0028626462,0.035608705,0.0011756445,0.013512684,0.00060881383,0.000117279335,0.0015430127],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9921837,0.00087499584,0.0023765143,0.0013623192,0.00047589774,0.0027265786],"domain_scores_gemma":[0.9909311,0.0012593017,0.0015539046,0.0012642292,0.0007990483,0.004192421],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031757846,0.00055381743,0.0016270288,0.0007389083,0.005617159,0.000043716886,0.00039594187,0.0005145183,0.00013675028],"category_scores_gemma":[0.0005398778,0.00049530703,0.00015024039,0.0016666731,0.00045057075,0.00025840284,0.00021689734,0.0009656135,0.00005484692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008039049,0.0012227357,0.30185992,0.038550384,0.0007051542,0.000003745738,0.01567083,0.000001885763,0.00009792747,0.06775152,0.23931023,0.32678664],"study_design_scores_gemma":[0.017790304,0.0036895997,0.55503386,0.0006216682,0.00052470877,0.000013029779,0.005333315,0.0012117019,0.000016387823,0.0034480658,0.41148138,0.00083597377],"about_ca_topic_score_codex":0.0034563912,"about_ca_topic_score_gemma":0.0056040655,"teacher_disagreement_score":0.32595065,"about_ca_system_score_codex":0.000616556,"about_ca_system_score_gemma":0.0040354696,"threshold_uncertainty_score":0.99974984},"labels":[],"label_agreement":null},{"id":"W2806188267","doi":"10.2196/mhealth.9974","title":"Challenges and Potential Opportunities of Mobile Phone Call Detail Records in Health Research: Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Mobile phone; Computer science; Big data; Data science; Phone; Internet privacy; Public health; Health records; World Wide Web; Health care; Telecommunications; Medicine; Data mining; Political science","score_opus":0.4972742468481813,"score_gpt":0.5085401788063916,"score_spread":0.011265931958210296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806188267","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012220026,0.99036646,8.246347e-7,0.0029091656,0.0002450988,0.0048604603,0.00057574833,0.000058194808,0.00086184713],"genre_scores_gemma":[0.00007205129,0.9961015,0.00020240866,0.0013023659,0.00042857789,0.0007233369,0.00067918486,0.00009363043,0.0003969721],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99191713,0.002455014,0.0024914807,0.0010641409,0.0008276598,0.001244569],"domain_scores_gemma":[0.99520636,0.0003799024,0.0012456034,0.0010689184,0.000356278,0.001742921],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0085254535,0.00054856617,0.004758359,0.000781557,0.00017300526,0.00001444652,0.00025710065,0.00034697572,0.00007206093],"category_scores_gemma":[0.00034608497,0.00045159,0.00020567789,0.00052988366,0.00060065306,0.00010298116,0.0002543847,0.0012353112,0.000024826411],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056808298,0.00014331614,0.000008100491,0.4276464,0.000023679951,0.00003470397,0.00014447414,2.802356e-9,5.9909033e-9,0.000039634822,0.013450445,0.5584524],"study_design_scores_gemma":[0.0006420682,0.0013654807,0.00065736606,0.143721,0.00016453335,0.00016835681,0.00018579185,0.0000022023944,1.2589461e-8,0.000032792603,0.85283774,0.00022264563],"about_ca_topic_score_codex":0.0005478859,"about_ca_topic_score_gemma":0.00057035196,"teacher_disagreement_score":0.8393873,"about_ca_system_score_codex":0.0003900673,"about_ca_system_score_gemma":0.0065614465,"threshold_uncertainty_score":0.9997936},"labels":[],"label_agreement":null},{"id":"W2806408108","doi":"10.2196/mhealth.8409","title":"Designing a Tablet-Based Software App for Mapping Bodily Symptoms: Usability Evaluation and Reproducibility Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Test (biology); Reliability (semiconductor); Medicine; Computer science; Psychology; Human–computer interaction","score_opus":0.06493062938551786,"score_gpt":0.4053481555603746,"score_spread":0.34041752617485677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806408108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94925463,0.0007384949,0.043263335,0.00277636,0.00013559556,0.0036282334,0.00001851804,0.00011757706,0.00006726718],"genre_scores_gemma":[0.97413707,0.000023134025,0.023642492,0.0013391847,0.00028935215,0.00037994594,0.00012793757,0.000017381744,0.000043518427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675596,0.00044536887,0.0006699243,0.0012775534,0.00038488346,0.00046633542],"domain_scores_gemma":[0.99715614,0.00060340523,0.00024696038,0.0009080412,0.00061654806,0.00046888107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0107729025,0.00019523414,0.00055712444,0.00030147049,0.00048362892,0.00002787571,0.000045566157,0.00015007658,0.000044297998],"category_scores_gemma":[0.0038072064,0.00016318934,0.00012842615,0.0007112968,0.00031941308,0.00010427477,0.000020827129,0.00016920733,0.0000023433001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010607382,0.0004147825,0.827034,0.018308235,0.00015943231,1.9670848e-7,0.0026932966,0.000023422208,0.0009339128,0.00007493908,0.0005779347,0.14871912],"study_design_scores_gemma":[0.0021575035,0.0014840022,0.9644107,0.00015650493,0.0006240594,0.0000014778786,0.0003911162,0.029218053,0.00007547561,0.00074893684,0.0005676679,0.00016450531],"about_ca_topic_score_codex":0.0002453089,"about_ca_topic_score_gemma":0.00011323686,"teacher_disagreement_score":0.14855462,"about_ca_system_score_codex":0.00026568945,"about_ca_system_score_gemma":0.00070965226,"threshold_uncertainty_score":0.66546685},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"bench_or_experimental","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2806588844","doi":"10.2196/mhealth.9604","title":"Nontraditional Electrocardiogram and Algorithms for Inconspicuous In-Home Monitoring: Comparative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Google","keywords":"Artificial intelligence; QRS complex; Computer science; Wearable technology; Wearable computer; Heart rate variability; Algorithm; Medicine; Machine learning; Heart rate; Cardiology; Internal medicine","score_opus":0.06820296400221454,"score_gpt":0.3671441407006758,"score_spread":0.29894117669846126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806588844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952208,0.0011387521,0.0011275248,0.0000621866,0.00075916067,0.0013227043,0.000028237853,0.00014060829,0.00020006602],"genre_scores_gemma":[0.9959019,0.00022968753,0.0020222482,0.000032578748,0.0013565775,0.00041375385,0.000007658526,0.000030394196,0.0000052218634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851805,0.000054189553,0.00034198578,0.00032507858,0.00016661592,0.00059407426],"domain_scores_gemma":[0.99923193,0.00018181806,0.000050737213,0.00013207528,0.0000684549,0.00033498992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003313744,0.00021613998,0.000401038,0.00020543045,0.00023183195,0.000042780914,0.00007547785,0.0000777228,0.000001499426],"category_scores_gemma":[0.000009325069,0.00022203111,0.000027757575,0.0002643821,0.0000851628,0.00014929233,0.00002169074,0.00024413494,0.0000036251088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051678944,0.0007558942,0.9226684,0.002121308,0.00020909467,0.00003334474,0.014943213,0.00009744143,0.0023265043,0.00074743724,0.0014475783,0.054133017],"study_design_scores_gemma":[0.0031966504,0.0032392496,0.98679125,0.000089581314,0.00003792053,0.000031261814,0.0018882932,0.0012820255,0.0008457629,0.0015296696,0.0006219964,0.00044635747],"about_ca_topic_score_codex":0.00007607225,"about_ca_topic_score_gemma":0.00006526544,"teacher_disagreement_score":0.06412285,"about_ca_system_score_codex":0.0001861469,"about_ca_system_score_gemma":0.000081477505,"threshold_uncertainty_score":0.9054166},"labels":[],"label_agreement":null},{"id":"W2806682309","doi":"10.2196/10003","title":"Effect and Process Evaluation of a Smartphone App to Promote an Active Lifestyle in Lower Educated Working Young Adults: Cluster Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; National Heart Foundation of Australia","keywords":"Psychosocial; Context (archaeology); Randomized controlled trial; Activity tracker; Intervention (counseling); Physical therapy; Psychology; Physical activity; Young adult; Cluster randomised controlled trial; Medicine; Gerontology; Psychiatry","score_opus":0.03381084573624244,"score_gpt":0.4157378123563095,"score_spread":0.3819269666200671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806682309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772057,0.00019038824,0.000016933258,0.0016834284,0.000338708,0.02013942,0.0000048097,0.000036251375,0.00038439455],"genre_scores_gemma":[0.9962504,0.000091821144,0.000079333055,0.0008034138,0.0007862384,0.0019285324,0.000018830526,0.000023697288,0.000017726099],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9959878,0.0016094404,0.00080710056,0.00050928874,0.0005572896,0.00052912027],"domain_scores_gemma":[0.9976558,0.0006279993,0.0004423804,0.00021670807,0.00034968305,0.0007073995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00675334,0.00024552047,0.0020349275,0.000274217,0.00016054645,0.000017779983,0.00005406327,0.00016203648,0.000016325044],"category_scores_gemma":[0.0011163194,0.00017532543,0.000080295504,0.00043172765,0.00016224456,0.00016989361,0.000020353331,0.00038232573,0.0000033947206],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9369267,0.0016727466,0.00050432223,0.0014998822,0.000035846875,9.696918e-7,0.0085078,7.605838e-7,0.00006330491,0.000011582563,0.000019606106,0.05075644],"study_design_scores_gemma":[0.9656079,0.014482944,0.010174158,0.0010769751,0.00036072428,0.000010457132,0.00028170084,0.0073709236,0.00023067567,0.00023523516,0.000012507598,0.00015583729],"about_ca_topic_score_codex":0.0005787544,"about_ca_topic_score_gemma":0.000699975,"teacher_disagreement_score":0.050600603,"about_ca_system_score_codex":0.00019481976,"about_ca_system_score_gemma":0.0013242246,"threshold_uncertainty_score":0.71495634},"labels":[],"label_agreement":null},{"id":"W2806884297","doi":"10.2196/mhealth.8304","title":"Smartphone Apps for Mindfulness Interventions for Suicidality in Asian Youths: Literature Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"James Cook University","keywords":"Mindfulness; Psychological intervention; mHealth; Psychology; Mobile apps; Smartphone app; Clinical psychology; Psychotherapist; Applied psychology; Internet privacy; Computer science; Psychiatry; World Wide Web","score_opus":0.20981484303710826,"score_gpt":0.5420883424211935,"score_spread":0.33227349938408524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806884297","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012040245,0.97049314,0.00044040458,0.0020785446,0.003313827,0.015456083,0.0070894253,0.00009066197,0.0010258874],"genre_scores_gemma":[0.00008849125,0.96382517,0.00043037822,0.0014906905,0.00063097157,0.025989408,0.0039760442,0.00015474438,0.003414135],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99259084,0.0007733968,0.0035212317,0.0013835386,0.00022020748,0.0015107761],"domain_scores_gemma":[0.9958006,0.0005239703,0.0016402729,0.0009542538,0.00022723067,0.00085367745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029906111,0.0007869,0.0032971504,0.0006754419,0.00035206735,0.000103070306,0.00052488426,0.00077969127,0.0001295075],"category_scores_gemma":[0.00023890141,0.0006974396,0.0015475213,0.000999997,0.00017161401,0.00019347924,0.00011278801,0.000847443,0.00011789472],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006581649,0.0005624885,0.0000022280694,0.4443643,0.000039725437,0.0000029711948,0.00016696435,5.8233934e-10,1.2122042e-10,0.0036794604,0.025716584,0.52539945],"study_design_scores_gemma":[0.0008964473,0.0012319795,0.000067831264,0.3186376,0.0004820415,0.000081952545,0.000078877805,4.2225048e-7,3.565243e-8,0.0018366809,0.6763166,0.00036946769],"about_ca_topic_score_codex":0.00009464286,"about_ca_topic_score_gemma":0.0006766922,"teacher_disagreement_score":0.6506001,"about_ca_system_score_codex":0.00056803745,"about_ca_system_score_gemma":0.0006704659,"threshold_uncertainty_score":0.99954766},"labels":[],"label_agreement":null},{"id":"W2807042171","doi":"10.2196/mhealth.9942","title":"An mHealth Intervention for Persons with Diabetes Type 2 Based on Acceptance and Commitment Therapy Principles: Examining Treatment Fidelity","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Acceptance and commitment therapy; Fidelity; Type 2 diabetes; Intervention (counseling); Psychotherapist; Psychology; Medicine; Clinical psychology; Psychological intervention; Diabetes mellitus; Computer science; Psychiatry","score_opus":0.16257903188248993,"score_gpt":0.46321718158462555,"score_spread":0.30063814970213565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807042171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924803,0.00088538113,0.00035794167,0.0017060398,0.00060895586,0.0025016682,0.00023995449,0.0001262242,0.0010935845],"genre_scores_gemma":[0.9938621,0.00006262306,0.0014873833,0.00283765,0.00024205186,0.0009833197,0.00014322958,0.000051410647,0.00033026838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99731034,0.00032254469,0.00060839835,0.0007528526,0.0001848172,0.000821074],"domain_scores_gemma":[0.9980616,0.00022379027,0.00037421146,0.00052477274,0.00011245893,0.0007031764],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007595404,0.00032290342,0.00041219284,0.000173239,0.0006055853,0.00007257419,0.00013049139,0.00011941814,0.00010682716],"category_scores_gemma":[0.000015541293,0.0002542829,0.00005633191,0.00019547732,0.00022652633,0.0001746356,0.000016864231,0.00016175347,0.000016282836],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065520224,0.0073026703,0.13841292,0.0021213132,0.00010864167,0.0000042087095,0.0064124744,0.0000053019844,0.000010351221,0.0065501486,0.0013939468,0.831126],"study_design_scores_gemma":[0.007930123,0.1088657,0.864558,0.0005539113,0.000055946894,0.0000056829845,0.0018301943,0.0023161178,0.00006268465,0.00027130076,0.01318054,0.00036981874],"about_ca_topic_score_codex":0.00025393104,"about_ca_topic_score_gemma":0.00062465406,"teacher_disagreement_score":0.8307562,"about_ca_system_score_codex":0.00041186402,"about_ca_system_score_gemma":0.0002062642,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W2807063776","doi":"10.2196/10292","title":"A Newly Designed Mobile-Based Computerized Cognitive Addiction Therapy App for the Improvement of Cognition Impairments and Risk Decision Making in Methamphetamine Use Disorder: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Iowa gambling task; Addiction; Randomized controlled trial; Clinical psychology; Trail Making Test; Working memory; Psychiatry; Medicine; Internal medicine; Neuropsychology","score_opus":0.03681174117293666,"score_gpt":0.3733130137970058,"score_spread":0.33650127262406915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807063776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9390928,0.0026932124,0.03156988,0.00012984566,0.00022491625,0.026222028,0.000027150187,0.000036593734,0.0000035522844],"genre_scores_gemma":[0.9852235,0.0065151486,0.0026535923,0.0006847833,0.00015056902,0.0046770773,0.00006246938,0.000023710247,0.0000091999955],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977177,0.00040055029,0.0009245454,0.0003446895,0.00026398408,0.00034853752],"domain_scores_gemma":[0.9922387,0.0065277833,0.00070662686,0.00015487534,0.00023404598,0.000137978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020372053,0.0002562449,0.001426896,0.00022627582,0.0002342688,0.000026795728,0.000037986734,0.00010509704,0.000017339855],"category_scores_gemma":[0.00036760286,0.00014444825,0.00019860917,0.00019899632,0.00020702877,0.000099335804,0.000011488693,0.00011989707,4.5181386e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.77067685,0.0005522968,0.0047840797,0.000071650036,0.00024331495,0.0000010723916,0.0011661921,0.000001644632,0.00004562644,0.0000035323424,0.0000131115685,0.22244065],"study_design_scores_gemma":[0.9628956,0.008462475,0.015853746,0.00041168017,0.00096972915,0.0000023386028,0.0004751397,0.010576544,0.00009755165,0.00012659536,0.000018346662,0.000110305045],"about_ca_topic_score_codex":0.0001362083,"about_ca_topic_score_gemma":0.0001922017,"teacher_disagreement_score":0.22233035,"about_ca_system_score_codex":0.00007248571,"about_ca_system_score_gemma":0.00022913373,"threshold_uncertainty_score":0.58904284},"labels":[],"label_agreement":null},{"id":"W2807086091","doi":"10.2196/mhealth.9671","title":"Mobile Health Solutions for Hypertensive Disorders in Pregnancy: Scoping Literature Review","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Pregnancy; Medicine; Computer science; Psychological intervention; Psychiatry","score_opus":0.08332794581332845,"score_gpt":0.4745802279893288,"score_spread":0.3912522821760004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807086091","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007929449,0.83681786,0.0023935463,0.053273685,0.0021778243,0.09305442,0.0006927133,0.00056239805,0.0030980802],"genre_scores_gemma":[0.06706464,0.75404865,0.0025020444,0.05969338,0.001001414,0.114633076,0.00039834573,0.00010585862,0.0005525949],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99214524,0.0009281987,0.002240382,0.0011018034,0.00031603908,0.0032683173],"domain_scores_gemma":[0.9954594,0.0007107867,0.0010047993,0.00082217366,0.0005501997,0.0014526816],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027874638,0.00045469648,0.0012685042,0.00042594175,0.0040515414,0.0000176557,0.00028243373,0.00041085767,0.00008186576],"category_scores_gemma":[0.0003379515,0.00042310276,0.00011429885,0.0013131959,0.0002457086,0.00024640534,0.00014135601,0.0012322264,0.000097450196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030895954,0.0005145101,0.006951108,0.2575616,0.00001519001,0.0000017242897,0.007558524,0.0000012422616,0.000003836778,0.026233139,0.11244703,0.58840317],"study_design_scores_gemma":[0.0069217077,0.005355523,0.024540087,0.2193204,0.00008503882,0.000030252899,0.0018425125,0.00070871064,8.406663e-7,0.0070408066,0.7331775,0.0009766566],"about_ca_topic_score_codex":0.0005066002,"about_ca_topic_score_gemma":0.006377631,"teacher_disagreement_score":0.62073046,"about_ca_system_score_codex":0.0006096109,"about_ca_system_score_gemma":0.0054612374,"threshold_uncertainty_score":0.9998221},"labels":[],"label_agreement":null},{"id":"W2807213610","doi":"10.2196/10071","title":"The QuitIT Coping Skills Game for Promoting Tobacco Cessation Among Smokers Diagnosed With Cancer: Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Smoking cessation; Medicine; Randomized controlled trial; Coping (psychology); Physical therapy; Attrition; Clinical trial; Family medicine; Clinical psychology; Internal medicine","score_opus":0.04698427424326059,"score_gpt":0.39156087728551137,"score_spread":0.3445766030422508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807213610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96855104,0.0009507322,0.0009259054,0.011475536,0.0005498902,0.016796686,0.0000061300093,0.00007422768,0.00066987256],"genre_scores_gemma":[0.9824534,0.0021853251,0.00020764403,0.003789501,0.0011911768,0.009252623,0.000020642678,0.000021881287,0.0008777759],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977622,0.00026064037,0.0007712104,0.00033918984,0.0003499435,0.0005167917],"domain_scores_gemma":[0.99691546,0.001369513,0.000754586,0.00024790096,0.00030956714,0.00040296259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022702182,0.00018464854,0.0009810942,0.00006409725,0.0006008073,0.000053870237,0.00009633845,0.00006906752,0.0000842057],"category_scores_gemma":[0.00074307894,0.000102345955,0.00008421432,0.00017645503,0.00040319428,0.00009058127,0.000012005276,0.0001957114,0.000008673837],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97069365,0.00021465898,0.006165838,0.00064096984,0.00009516431,0.0000012456118,0.0016598228,5.075467e-7,0.0000060273405,0.00068215845,0.003021262,0.01681869],"study_design_scores_gemma":[0.9800362,0.0030821864,0.012161582,0.00069923204,0.00023513011,0.0000037999287,0.0003602614,0.0010240966,0.000017732726,0.00015727025,0.0020928723,0.00012966429],"about_ca_topic_score_codex":0.0005352435,"about_ca_topic_score_gemma":0.00029313678,"teacher_disagreement_score":0.016689025,"about_ca_system_score_codex":0.000109204004,"about_ca_system_score_gemma":0.0011320309,"threshold_uncertainty_score":0.46209848},"labels":[],"label_agreement":null},{"id":"W2807415780","doi":"10.2196/mhealth.9302","title":"The Rise and Need for Mobile Apps for Maternal and Child Health Care in China: Survey Based on App Markets","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Android (operating system); mHealth; Thriving; App store; Internet privacy; Health care; Mobile apps; Mobile device; Medicine; World Wide Web; Computer science; Psychology; Nursing; Psychological intervention; Political science","score_opus":0.03626188058446237,"score_gpt":0.4334032862039743,"score_spread":0.3971414056195119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807415780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8785593,0.028603565,0.0010887666,0.0371879,0.0014489292,0.04906732,0.002522977,0.00027401128,0.0012472422],"genre_scores_gemma":[0.9381334,0.01102496,0.0012736792,0.01259313,0.0007410172,0.035714243,0.00020466092,0.000106646425,0.00020825597],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99386764,0.0012212687,0.0015164227,0.00096400094,0.00028125616,0.002149443],"domain_scores_gemma":[0.9939956,0.0026373717,0.00076575624,0.000621374,0.00028674846,0.0016931619],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0061024497,0.00042926776,0.0007869723,0.00029322153,0.0062347115,0.000045089244,0.00022385773,0.00035490462,0.000014533003],"category_scores_gemma":[0.0002936445,0.000331043,0.000053402375,0.00037600135,0.0003226588,0.000088514294,0.0000835324,0.0008398794,0.00000833456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015105465,0.00032739775,0.2325223,0.02997752,0.000017941526,7.9014916e-7,0.00631119,0.00000537619,9.0486907e-7,0.008593794,0.044477843,0.66265947],"study_design_scores_gemma":[0.0058968747,0.0023730136,0.6829019,0.0004931368,0.000013180545,0.000003960506,0.0010591431,0.0031090043,0.0000010766339,0.00040877223,0.3035047,0.00023521383],"about_ca_topic_score_codex":0.0026857252,"about_ca_topic_score_gemma":0.011902729,"teacher_disagreement_score":0.66242427,"about_ca_system_score_codex":0.00041271036,"about_ca_system_score_gemma":0.002387702,"threshold_uncertainty_score":0.99991417},"labels":[],"label_agreement":null},{"id":"W2807556183","doi":"10.2196/mhealth.7362","title":"Digital Health Intervention for Asthma: Patient-Reported Value and Usability","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Asthma; Digital health; Intervention (counseling); mHealth; Medicine; eHealth; Value (mathematics); Psychological intervention; Health care; Psychology; Computer science; Nursing; Human–computer interaction; Internal medicine","score_opus":0.03700192323938625,"score_gpt":0.38200285055432565,"score_spread":0.34500092731493937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807556183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99174213,0.0021786678,0.0006266602,0.0031362227,0.00022058704,0.0015587861,0.00008468398,0.00008309794,0.00036915313],"genre_scores_gemma":[0.9955565,0.0001158055,0.00041620247,0.0032638772,0.00035756026,0.00007917169,0.00007652817,0.000021775659,0.00011258813],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981724,0.00007493491,0.00063310296,0.00044620165,0.00019410743,0.00047925112],"domain_scores_gemma":[0.9982493,0.000065282,0.0003025489,0.00023662127,0.00014929155,0.0009969808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041897484,0.00017154573,0.00039526235,0.00009423177,0.00037151345,0.000035604615,0.000030563755,0.000086055064,0.000018032772],"category_scores_gemma":[0.00015489961,0.00013739504,0.00008435056,0.00012481543,0.00025089332,0.00014412423,0.000037460377,0.0001307732,0.000004638181],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014328392,0.0007122209,0.097238556,0.0047519323,0.000023058314,0.0000046664663,0.0008087466,9.108873e-8,0.000008087328,0.0005671795,0.003910023,0.8905426],"study_design_scores_gemma":[0.00517901,0.014694505,0.8775939,0.00043544386,0.000059230344,0.00014642609,0.0010994127,0.00042912102,0.000026875221,0.000814335,0.09928209,0.0002396665],"about_ca_topic_score_codex":0.000073457806,"about_ca_topic_score_gemma":0.000023187351,"teacher_disagreement_score":0.89030296,"about_ca_system_score_codex":0.000107646454,"about_ca_system_score_gemma":0.00054513355,"threshold_uncertainty_score":0.5602807},"labels":[],"label_agreement":null},{"id":"W2807662301","doi":"10.2196/mhealth.8122","title":"Sleep Tracking and Exercise in Patients With Type 2 Diabetes Mellitus (Step-D): Pilot Study to Determine Correlations Between Fitbit Data and Patient-Reported Outcomes","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Glycated hemoglobin; Diabetes mellitus; Type 2 diabetes; Type 2 Diabetes Mellitus; mHealth; Psychological intervention; Psychiatry","score_opus":0.06276380822737294,"score_gpt":0.36549758235948143,"score_spread":0.3027337741321085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807662301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956724,0.0014502798,0.000014381707,0.00030284593,0.00034216224,0.0020035903,0.00005573679,0.00004917275,0.00010944557],"genre_scores_gemma":[0.9991012,0.00009005139,0.0001596251,0.00040973362,0.00003684656,0.00004566763,0.00010111695,0.00003374304,0.000022016691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776304,0.00014756717,0.0006069263,0.0007019358,0.00020750547,0.00057302346],"domain_scores_gemma":[0.99842685,0.00018406748,0.00023706011,0.00058034615,0.00009629832,0.00047535906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031301987,0.00024744368,0.00046556577,0.00027368794,0.00029252347,0.00003759187,0.00013370538,0.00008926327,0.000030445928],"category_scores_gemma":[0.000055623117,0.00019372991,0.000007948593,0.00041879504,0.00012359548,0.00016424338,0.00013025972,0.00027380136,0.000013139006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041797647,0.00092370115,0.84106594,0.000054988006,0.00007330062,0.0000032894836,0.005340736,3.5318e-7,1.10085445e-7,0.0000048544453,0.00021962986,0.15189509],"study_design_scores_gemma":[0.004500722,0.0070450627,0.98618186,0.000077212884,0.00021780182,0.000001234671,0.0014525057,0.000081186474,1.9269636e-7,0.000018496303,0.0002137551,0.00020998025],"about_ca_topic_score_codex":0.000670264,"about_ca_topic_score_gemma":0.00066086266,"teacher_disagreement_score":0.1516851,"about_ca_system_score_codex":0.000028196027,"about_ca_system_score_gemma":0.00004936277,"threshold_uncertainty_score":0.79000765},"labels":[],"label_agreement":null},{"id":"W2807760384","doi":"10.2196/10211","title":"A Realistic Talking Human Embodied Agent Mobile Phone Intervention to Promote HIV Medication Adherence and Retention in Care in Young HIV-Positive African American Men Who Have Sex With Men: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Focus group; Men who have sex with men; Outreach; mHealth; Intervention (counseling); Psychology; Behavior change; Phone; Gerontology; Medicine; Psychological intervention; Human immunodeficiency virus (HIV); Family medicine; Nursing; Social psychology; Sociology","score_opus":0.04391579845017421,"score_gpt":0.4437471100088106,"score_spread":0.3998313115586364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807760384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98773384,0.00019298612,0.0004937494,0.00078894827,0.00000970383,0.0039374265,0.00008513317,0.000031733165,0.0067264796],"genre_scores_gemma":[0.9962195,0.00007555822,0.00021542057,0.000061702944,0.000072880684,0.0011993194,0.00025832732,0.000024527913,0.0018727285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968097,0.0008473873,0.0007018804,0.0006279571,0.00046267852,0.0005503592],"domain_scores_gemma":[0.99855053,0.000053986445,0.00031443467,0.0002543015,0.0002446334,0.0005821084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014121094,0.00021269996,0.00052869867,0.0005769789,0.0002566773,0.000040273706,0.000085976266,0.000053638258,0.000031834035],"category_scores_gemma":[0.000099424215,0.00018272147,0.000034659373,0.0005950482,0.00028117164,0.00014341463,0.00007202697,0.00036967036,0.0000066036455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00266509,0.0016282157,0.05951017,0.0021296048,0.00007408659,0.00004590472,0.8497225,8.8329807e-7,0.0002286546,0.00012521414,0.0028672076,0.081002444],"study_design_scores_gemma":[0.0044672396,0.04374918,0.34788793,0.0019857055,0.000066353605,0.000016245935,0.59897697,0.0024853519,0.000049909828,0.00005805622,0.000054959568,0.00020208776],"about_ca_topic_score_codex":0.022836613,"about_ca_topic_score_gemma":0.043484397,"teacher_disagreement_score":0.28837776,"about_ca_system_score_codex":0.0006706944,"about_ca_system_score_gemma":0.00019406984,"threshold_uncertainty_score":0.9836704},"labels":[],"label_agreement":null},{"id":"W2807845192","doi":"10.2196/10916","title":"Supportive Care in Radiotherapy Based on a Mobile App: Prospective Multicenter Survey","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Radiation therapy; mHealth; Medicine; Computer science; Psychological intervention; World Wide Web; Internal medicine; Nursing","score_opus":0.050828851273198555,"score_gpt":0.4691756009960237,"score_spread":0.41834674972282515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807845192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586839,0.0025049904,0.0005594376,0.0029129998,0.0012980561,0.025544764,0.0006700565,0.00041708915,0.007408707],"genre_scores_gemma":[0.9564009,0.0013464051,0.0008787885,0.019528646,0.00075956306,0.020434318,0.00025476198,0.0000885544,0.00030806108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993126,0.0017652989,0.0014887745,0.0011186539,0.00043789163,0.0020634353],"domain_scores_gemma":[0.99530613,0.0011617936,0.00064559694,0.0007940314,0.0005684124,0.0015240441],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002451449,0.0004422822,0.00079419574,0.00050729205,0.0016339397,0.00001539374,0.00025007018,0.00046283298,0.00046565948],"category_scores_gemma":[0.00018633134,0.00039707284,0.00006329863,0.0009022133,0.00027471455,0.00011971749,0.000053041284,0.0014263601,0.0002709265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050823106,0.00068855495,0.9174277,0.0042458023,0.000008655567,0.0000050249746,0.014457671,0.000011516509,0.0000058283313,0.0010327565,0.009748231,0.047285933],"study_design_scores_gemma":[0.006619879,0.002774755,0.90950745,0.00033713283,0.000011690681,0.0000011315167,0.00265744,0.001887518,0.0000063882885,0.00007593902,0.07580844,0.00031224804],"about_ca_topic_score_codex":0.0035121317,"about_ca_topic_score_gemma":0.011554617,"teacher_disagreement_score":0.06606021,"about_ca_system_score_codex":0.0014413388,"about_ca_system_score_gemma":0.0038214729,"threshold_uncertainty_score":0.9998481},"labels":[],"label_agreement":null},{"id":"W2807846667","doi":"10.2196/10074","title":"A Smartphone App and Personalized Text Messaging Framework (InDEx) to Monitor and Reduce Alcohol Use in Ex-Serving Personnel: Development and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research","keywords":"mHealth; Smartphone app; Computer science; Index (typography); World Wide Web; Medicine; Multimedia; Psychological intervention; Nursing","score_opus":0.12131513449267596,"score_gpt":0.4148302220026839,"score_spread":0.29351508751000793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807846667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99333197,0.002873092,0.000019994364,0.0014325505,0.00009760601,0.002141313,0.000002300119,0.000067819106,0.000033333177],"genre_scores_gemma":[0.99346834,0.00052878866,0.0040383325,0.0014678893,0.0001446416,0.00011993091,0.0000040608793,0.000032532633,0.00019547122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977339,0.00013444602,0.0004559775,0.0007612242,0.0002883243,0.0006261597],"domain_scores_gemma":[0.99847007,0.0002470255,0.0001126241,0.0002808761,0.000072105584,0.0008172972],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007608295,0.00031386688,0.0006553727,0.00023876678,0.00042594137,0.000070526745,0.000049695063,0.00012673636,0.000016700591],"category_scores_gemma":[0.00012866981,0.00025946426,0.00002082033,0.00033230367,0.00015097631,0.00017570455,0.00008548987,0.00030615382,0.0000035472742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012412955,0.00030970894,0.8921324,0.00039294796,0.000031840806,0.000027133987,0.09214044,2.896714e-8,0.00001763304,0.000020866586,0.000058349335,0.013627345],"study_design_scores_gemma":[0.006105065,0.00068564777,0.95769644,0.00047564675,0.000065492444,0.000036640296,0.034471553,0.000048429843,0.000027921446,0.000031327883,0.00014585184,0.00021001654],"about_ca_topic_score_codex":0.00046916166,"about_ca_topic_score_gemma":0.0016268651,"teacher_disagreement_score":0.06556401,"about_ca_system_score_codex":0.00023882449,"about_ca_system_score_gemma":0.00020935274,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W2808005870","doi":"10.2196/10206","title":"Diabetes Educators’ Insights Regarding Connecting Mobile Phone– and Wearable Tracker–Collected Self-Monitoring Information to a Nationally-Used Electronic Health Record System for Diabetes Education: Descriptive Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Center, University of Pittsburgh; University of Texas Health Science Center at Houston; University of Pittsburgh; Robert Wood Johnson Foundation","keywords":"Usability; Mobile phone; Medical education; Wearable computer; mHealth; Psychology; Documentation; Qualitative research; Diabetes management; Applied psychology; Medicine; Diabetes mellitus; Computer science; Nursing; Human–computer interaction; Type 2 diabetes; Psychological intervention","score_opus":0.04959233054226749,"score_gpt":0.43441210984523976,"score_spread":0.3848197793029723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808005870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96923405,0.0023577036,0.00022699023,0.0030130998,0.001998229,0.02207149,0.00009794573,0.00068689435,0.00031357343],"genre_scores_gemma":[0.941906,0.0005893775,0.003093811,0.0033554388,0.0014907764,0.0492365,0.00012261145,0.00009934218,0.00010619231],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99193364,0.0018348993,0.002365457,0.0009707627,0.0005059039,0.0023893174],"domain_scores_gemma":[0.99212253,0.002290157,0.0016036256,0.00052166096,0.0014766206,0.0019853872],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045916713,0.0005304034,0.0011018345,0.0008960813,0.0072866157,0.00010198475,0.00024973144,0.0003138659,0.000013030971],"category_scores_gemma":[0.00052161433,0.00052565086,0.00006475628,0.0014975946,0.00008216379,0.0007801867,0.00010893414,0.0009562664,0.00006987446],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072806096,0.0013589254,0.05318875,0.026017284,0.00016904953,1.6720972e-7,0.8230192,0.0000024479966,0.00006204973,0.008561473,0.011636268,0.07525631],"study_design_scores_gemma":[0.0064881863,0.007904125,0.052752912,0.003067894,0.00015331856,0.00000401608,0.7801378,0.0005429844,0.00006920843,0.0010219889,0.14688905,0.0009685334],"about_ca_topic_score_codex":0.0010609864,"about_ca_topic_score_gemma":0.0013971548,"teacher_disagreement_score":0.13525277,"about_ca_system_score_codex":0.003266564,"about_ca_system_score_gemma":0.01153086,"threshold_uncertainty_score":0.9997195},"labels":[],"label_agreement":null},{"id":"W2808018342","doi":"10.2196/10456","title":"Smartphone-Based Contingency Management Intervention to Improve Pre-Exposure Prophylaxis Adherence: Pilot Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center for AIDS Research, University of Washington; National Institute of Allergy and Infectious Diseases; Center for AIDS Research, Duke University; University of North Carolina at Chapel Hill; National Institutes of Health","keywords":"Medicine; Pre-exposure prophylaxis; Contingency management; Medication adherence; Intervention (counseling); Men who have sex with men; Family medicine; Physical therapy; Human immunodeficiency virus (HIV); Nursing; Internal medicine","score_opus":0.05400908594978799,"score_gpt":0.42104003652285343,"score_spread":0.36703095057306545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808018342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844863,0.0004206083,0.002215013,0.0020768319,0.00050063204,0.0053705056,0.000043350734,0.0001134299,0.004773332],"genre_scores_gemma":[0.98219943,0.000099009536,0.0012272572,0.00080513034,0.0007950712,0.0009153078,0.000054831544,0.000029260877,0.013874716],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99722165,0.00021711072,0.0007564354,0.0005596683,0.00047435568,0.00077077694],"domain_scores_gemma":[0.9979914,0.00003777763,0.00019061763,0.00044493246,0.00027895893,0.0010563282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010722817,0.00021582964,0.00039609277,0.00035498085,0.00032763914,0.000056747256,0.00014225983,0.00009693995,0.00055829465],"category_scores_gemma":[0.0001585929,0.00018032039,0.00014793426,0.00042964538,0.00012812058,0.000093965755,0.00008171535,0.000367659,0.00020934515],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.092130445,0.0033767214,0.005399442,0.008735985,0.00010029445,0.000019310259,0.001118264,1.1699082e-7,0.0005067446,0.00047120036,0.05346582,0.83467567],"study_design_scores_gemma":[0.12240959,0.64649796,0.19138883,0.002135367,0.00021084289,0.000016159285,0.0008802182,0.00067459967,0.0008760378,0.00029951893,0.03407961,0.00053126866],"about_ca_topic_score_codex":0.0006478519,"about_ca_topic_score_gemma":0.0003646073,"teacher_disagreement_score":0.8341444,"about_ca_system_score_codex":0.00017918885,"about_ca_system_score_gemma":0.00031450973,"threshold_uncertainty_score":0.7353252},"labels":[],"label_agreement":null},{"id":"W2808108821","doi":"10.2196/10768","title":"Evaluating the Implementation of a Mobile Phone–Based Telemonitoring Program: Longitudinal Study Guided by the Consolidated Framework for Implementation Research","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Mobile phone; Computer science; mHealth; Telemedicine; Telehealth; Phone; eHealth; Implementation research; Multimedia; Telecommunications; Medicine; Health care; Psychological intervention; Nursing; Political science","score_opus":0.33855220963065186,"score_gpt":0.6297930620533931,"score_spread":0.2912408524227413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808108821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97888905,0.00019138682,0.00024709094,0.006557116,0.00012758041,0.013893411,0.000026074647,0.000048376514,0.000019930165],"genre_scores_gemma":[0.9875439,0.000036589772,0.006503917,0.00030540169,0.00034173814,0.0051265876,0.00008647973,0.000021345822,0.000034068835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973926,0.0004362108,0.0006044811,0.00034268782,0.00062084943,0.0006031982],"domain_scores_gemma":[0.9983088,0.0004399786,0.00024781167,0.00036273047,0.00047057244,0.00017011067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00388639,0.00015004937,0.00026867163,0.000115990646,0.0009410444,0.00005020696,0.000099690566,0.000048327904,0.00009233555],"category_scores_gemma":[0.00005017534,0.00008821176,0.000043187836,0.00048073454,0.00016517633,0.000057057616,0.000049094997,0.00022200019,0.0000041787484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018511598,0.00174122,0.31002405,0.0016776413,0.00027048282,0.0000025883235,0.02337977,7.1184695e-7,0.00047876564,0.00069916423,0.042219993,0.61765444],"study_design_scores_gemma":[0.025152441,0.07874881,0.6735146,0.00033781733,0.0012159412,0.000015472886,0.18847775,0.0012840406,0.0047576563,0.0008855544,0.025212085,0.00039782628],"about_ca_topic_score_codex":0.0018915796,"about_ca_topic_score_gemma":0.0004194826,"teacher_disagreement_score":0.61725664,"about_ca_system_score_codex":0.00017220345,"about_ca_system_score_gemma":0.0005493617,"threshold_uncertainty_score":0.7237848},"labels":[],"label_agreement":null},{"id":"W2808132696","doi":"10.2196/10414","title":"A Path to Better-Quality mHealth Apps","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Internet privacy; Quality (philosophy); Food and drug administration; Health care; Business; Digital health; Realm; Medicine; Computer science; Nursing; Risk analysis (engineering); Psychological intervention","score_opus":0.12846250831450898,"score_gpt":0.5196295610594066,"score_spread":0.3911670527448976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808132696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89650434,0.0013214482,0.00300598,0.060461584,0.0022677584,0.01259389,0.00037868888,0.0009177223,0.022548607],"genre_scores_gemma":[0.83092433,0.0021984242,0.006467421,0.14198518,0.0045653195,0.011847379,0.00013173152,0.00013913694,0.0017410791],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893071,0.001667979,0.002887434,0.0015865833,0.0007839398,0.0037669828],"domain_scores_gemma":[0.9897525,0.0009369782,0.0010637975,0.0015167256,0.0006760338,0.006053966],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052040326,0.0006206155,0.0011989324,0.0005215793,0.0056399195,0.000032246833,0.00052659557,0.000635705,0.00068865606],"category_scores_gemma":[0.00040177695,0.00057724543,0.0001069971,0.0013763006,0.00036441005,0.00021280898,0.00031098386,0.0017893006,0.0031463508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017856928,0.0007206871,0.13388984,0.023649044,0.000030055666,0.0000072322327,0.011657478,3.6579348e-7,0.00010870752,0.08069484,0.33685052,0.41060552],"study_design_scores_gemma":[0.0020870876,0.0011031039,0.35652038,0.00039022428,0.00003609601,0.00001024637,0.0013026689,0.000050148265,0.0000055775427,0.0026926,0.6353294,0.00047244978],"about_ca_topic_score_codex":0.003571939,"about_ca_topic_score_gemma":0.0025970787,"teacher_disagreement_score":0.41013306,"about_ca_system_score_codex":0.0007862653,"about_ca_system_score_gemma":0.004278684,"threshold_uncertainty_score":0.9996679},"labels":[],"label_agreement":null},{"id":"W2808315047","doi":"10.2196/10270","title":"mHealth Self-Report Monitoring in Competitive Middle- and Long-Distance Runners: Qualitative Study of Long-Term Use Intentions Using the Technology Acceptance Model","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Sustenance; Athletes; Applied psychology; Psychology; Medicine; Physical therapy; Psychological intervention; Nursing","score_opus":0.1999118055409412,"score_gpt":0.5219824242095688,"score_spread":0.3220706186686275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808315047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98230636,0.0016720528,0.0044206707,0.001985318,0.00050921156,0.008670477,0.000080704864,0.00018403603,0.00017119334],"genre_scores_gemma":[0.9893071,0.0029382615,0.0027212005,0.00072259293,0.00032096362,0.003793368,0.000021340313,0.00006599383,0.00010919422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925736,0.0014361856,0.0025974475,0.0010941201,0.00057820545,0.0017204232],"domain_scores_gemma":[0.9942562,0.0010595992,0.001829744,0.001035922,0.00092021446,0.000898299],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033993968,0.00046126574,0.0010311055,0.0006675414,0.0027402823,0.000027027045,0.00037756946,0.00041796957,0.000014598464],"category_scores_gemma":[0.00030444004,0.0003882172,0.000051831685,0.0015347287,0.00068243645,0.00039464977,0.000277252,0.0017066774,0.00000661951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051217957,0.0012585322,0.87677705,0.0050039133,0.000042229014,0.00002105262,0.09789542,0.000021665419,0.000019729045,0.014517076,0.00007615973,0.0038549684],"study_design_scores_gemma":[0.004441739,0.0012386207,0.83742744,0.0016820296,0.00015047922,0.00006651525,0.14932066,0.003777396,0.000007090439,0.0011825332,0.000251289,0.00045418096],"about_ca_topic_score_codex":0.0026310817,"about_ca_topic_score_gemma":0.014784534,"teacher_disagreement_score":0.051425245,"about_ca_system_score_codex":0.00078618136,"about_ca_system_score_gemma":0.0029062156,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W2808364813","doi":"10.2196/10799","title":"Text Messaging Interventions for Improvement in Physical Activity and Sedentary Behavior in Youth: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of the West of Scotland","keywords":"Psychological intervention; Sedentary behavior; Short Message Service; Behavior change; Intervention (counseling); Behavior change methods; Inclusion (mineral); Psychology; Randomized controlled trial; Medicine; Physical activity; Clinical psychology; Gerontology; Physical therapy; Social psychology; Psychiatry","score_opus":0.2220278442611484,"score_gpt":0.558112227464424,"score_spread":0.3360843832032756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808364813","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024115795,0.93412447,0.00003078436,0.0006998418,0.0003676535,0.061332505,0.0008526853,0.00008125045,0.00009922174],"genre_scores_gemma":[0.00087768113,0.86712843,0.0000898591,0.0017906893,0.00032665522,0.12906206,0.00043628583,0.00010510833,0.00018325452],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99076843,0.0019384268,0.0037083281,0.0013417405,0.0003533336,0.0018897367],"domain_scores_gemma":[0.99355316,0.0016031731,0.0025352214,0.0009410243,0.00014556883,0.0012218243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046672747,0.0007880797,0.0053479285,0.00078518083,0.00096408406,0.000021590871,0.00035252122,0.0005944902,0.00003010271],"category_scores_gemma":[0.00030954968,0.0006551883,0.00044648355,0.00083142164,0.00013257733,0.00017407787,0.00025662547,0.002087566,0.000040573443],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024384179,0.0004612222,0.000067658046,0.86620975,0.000013326031,0.0000018785056,0.00047731627,5.454885e-9,2.7278773e-8,0.00029943432,0.0006517697,0.13179325],"study_design_scores_gemma":[0.0015824758,0.00058371725,0.0011586582,0.9505623,0.002339115,0.000013677747,0.00062790693,0.00003283846,2.3275183e-8,0.000095118565,0.042446733,0.00055741327],"about_ca_topic_score_codex":0.001413386,"about_ca_topic_score_gemma":0.001723199,"teacher_disagreement_score":0.13123584,"about_ca_system_score_codex":0.0013706905,"about_ca_system_score_gemma":0.0029188788,"threshold_uncertainty_score":0.9995899},"labels":[],"label_agreement":null},{"id":"W2808437102","doi":"10.2196/10263","title":"Acceptability of a Mobile Clinical Decision Tool Among Emergency Department Clinicians: Development and Evaluation of The Ottawa Rules App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Emergency department; Medical emergency; Mobile apps; Medicine; Computer science; World Wide Web; Nursing","score_opus":0.29203484155002524,"score_gpt":0.5437531204877963,"score_spread":0.2517182789377711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808437102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882118,0.0037817669,0.000043900956,0.0005961767,0.0012591268,0.0054227994,0.00006458832,0.00003963707,0.0005801761],"genre_scores_gemma":[0.9924934,0.0013508602,0.004216606,0.00046277564,0.00018143203,0.0012180697,0.000028809818,0.000022641669,0.000025398413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899647,0.004085654,0.00394398,0.0005469725,0.0008779979,0.0005806766],"domain_scores_gemma":[0.9932914,0.001498702,0.0022118099,0.001239781,0.0013746273,0.00038368598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008517484,0.00022169377,0.0006454062,0.00011488489,0.0012727511,0.000004003515,0.00039161206,0.0003439016,0.00033807065],"category_scores_gemma":[0.001575214,0.00016248049,0.0000883296,0.00034061613,0.0004957789,0.00014954648,0.00043520867,0.0006640803,0.000016085361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016090153,0.00022300244,0.73616457,0.0013460945,0.000012304004,2.4284361e-8,0.00907933,8.977954e-7,8.44071e-7,0.00021368287,0.0009783693,0.25181997],"study_design_scores_gemma":[0.0014411454,0.00046722876,0.98389864,0.00029009505,0.000061466155,3.8841546e-7,0.004592648,0.00064161676,0.000014653257,0.0013432435,0.007124777,0.00012409761],"about_ca_topic_score_codex":0.00058679876,"about_ca_topic_score_gemma":0.0032387057,"teacher_disagreement_score":0.25169587,"about_ca_system_score_codex":0.0003074781,"about_ca_system_score_gemma":0.0032682256,"threshold_uncertainty_score":0.97891015},"labels":[],"label_agreement":null},{"id":"W2808463023","doi":"10.2196/10723","title":"Mobile Apps to Support the Self-Management of Hypertension: Systematic Review of Effectiveness, Usability, and User Satisfaction","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Usability; CINAHL; Medicine; Cochrane Library; MEDLINE; Self-management; Blood pressure; mHealth; Systematic review; Randomized controlled trial; Patient satisfaction; Psychological intervention; Computer science; Nursing; Surgery; Internal medicine","score_opus":0.10143358348439595,"score_gpt":0.4737157754006672,"score_spread":0.37228219191627127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808463023","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028749992,0.9379363,0.000035186506,0.00026633643,0.00047826933,0.060338426,0.00020685984,0.0000886367,0.0003624618],"genre_scores_gemma":[0.00029249064,0.94071037,0.00055394194,0.0021832013,0.0001849848,0.055779796,0.000106152635,0.000081054575,0.00010800035],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98875517,0.0038905696,0.004587055,0.00101792,0.0006445833,0.0011046795],"domain_scores_gemma":[0.990907,0.0023620017,0.003282147,0.001724944,0.00056281796,0.0011610667],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008706501,0.0006547341,0.004948091,0.0002854498,0.0010696562,0.000008094089,0.00040013506,0.0005470878,0.000063414576],"category_scores_gemma":[0.00018175023,0.00041508305,0.0002652595,0.0010546112,0.00021556472,0.00008305746,0.0003770915,0.0009943414,0.00011153219],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032365566,0.00010284599,0.00013380911,0.8891862,0.000074978416,8.185685e-7,0.00018496173,1.7660447e-8,1.9172006e-8,0.001394736,0.0040536206,0.10483561],"study_design_scores_gemma":[0.00037651494,0.0006610179,0.001002788,0.5210473,0.0018702027,0.00002599604,0.00017460444,0.0000011997802,3.394947e-8,0.000042730553,0.47460335,0.00019428627],"about_ca_topic_score_codex":0.00034753326,"about_ca_topic_score_gemma":0.00007285791,"teacher_disagreement_score":0.47054973,"about_ca_system_score_codex":0.00049848435,"about_ca_system_score_gemma":0.002920153,"threshold_uncertainty_score":0.9998301},"labels":[],"label_agreement":null},{"id":"W2808759103","doi":"10.2196/mhealth.8292","title":"Capturing Rest-Activity Profiles in Schizophrenia Using Wearable and Mobile Technologies: Development, Implementation, Feasibility, and Acceptability of a Remote Monitoring Platform","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; South London and Maudsley NHS Foundation Trust; NIHR Maudsley Biomedical Research Centre; King's College London; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Wearable computer; Wearable technology; Computer science; Mobile technology; Human–computer interaction; Mobile device; mHealth; Multimedia; Internet privacy; World Wide Web; Embedded system; Psychology; Psychological intervention; Psychiatry","score_opus":0.14795658294522443,"score_gpt":0.48061799262977667,"score_spread":0.33266140968455227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808759103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960955,0.0016233841,0.000048205733,0.00013910995,0.0002497763,0.0015223417,0.00003663086,0.00008655007,0.00019854384],"genre_scores_gemma":[0.9925738,0.00010084555,0.007130232,0.000015362773,0.000041085506,0.00010210486,0.0000031325058,0.00001831585,0.000015148543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978671,0.00009198672,0.00074629905,0.000555152,0.00015095467,0.0005884732],"domain_scores_gemma":[0.9990168,0.000081228456,0.00033937977,0.00029043504,0.00006483576,0.00020731344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008891079,0.00019285643,0.00035741852,0.00025847057,0.00031616658,0.00003495099,0.00010008864,0.000144065,0.000032342807],"category_scores_gemma":[0.000038276463,0.00019415386,0.000020598754,0.00031162967,0.0003213986,0.00035207497,0.00019321544,0.0002727356,0.0000022029428],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005011108,0.00022188443,0.3649582,0.0019308897,0.000010372541,0.0000014886352,0.004287289,1.1308569e-7,0.000070641225,0.00017734613,0.0000072925313,0.62783337],"study_design_scores_gemma":[0.0015354006,0.0007123378,0.9873997,0.00025493308,0.000008564296,0.000022920072,0.006114476,0.000048254795,0.001954054,0.0016664576,0.0001268552,0.00015602156],"about_ca_topic_score_codex":0.003370665,"about_ca_topic_score_gemma":0.002072192,"teacher_disagreement_score":0.6276774,"about_ca_system_score_codex":0.0003529053,"about_ca_system_score_gemma":0.0002671683,"threshold_uncertainty_score":0.7917365},"labels":[],"label_agreement":null},{"id":"W2808762678","doi":"10.2196/10012","title":"The Effect of Mobile App Interventions on Influencing Healthy Maternal Behavior and Improving Perinatal Health Outcomes: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; University of Queensland; La Trobe University; Medical Research Council; Australian Government; South Australian Health and Medical Research Institute","keywords":"mHealth; Psychological intervention; Mobile apps; Psychology; Medicine; Gerontology; Psychiatry; Computer science; World Wide Web","score_opus":0.0842732921436081,"score_gpt":0.5235352280431674,"score_spread":0.4392619358995593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808762678","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018722963,0.93489593,0.000013093886,0.0007890103,0.0010340844,0.060552463,0.00056080736,0.00021328428,0.00006899822],"genre_scores_gemma":[0.00037949655,0.8858306,0.00008606979,0.0032326204,0.00032631654,0.10954586,0.00013402372,0.0001788624,0.00028616778],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98001343,0.006540166,0.00846929,0.0014641074,0.000862937,0.0026500796],"domain_scores_gemma":[0.9814761,0.0052417605,0.008551663,0.0019948315,0.0002979422,0.0024376737],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.012508518,0.0012895067,0.007924864,0.0005725135,0.0051304125,0.000053894164,0.0008261154,0.00077307894,0.000041460295],"category_scores_gemma":[0.0008605711,0.00078164897,0.00080133055,0.0007813267,0.0004436264,0.00015234343,0.00045167457,0.003080541,0.00015273497],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057042802,0.00004979214,0.00044825874,0.7400521,0.00004368821,0.0000015381414,0.00016540402,1.3136993e-8,5.4004605e-9,0.00029853763,0.0008565107,0.2580271],"study_design_scores_gemma":[0.0013279023,0.0054685175,0.0011083981,0.73379225,0.0019422085,0.0000919914,0.00021897841,0.0000053910157,3.476681e-8,0.000011017349,0.2555186,0.00051473116],"about_ca_topic_score_codex":0.0011764563,"about_ca_topic_score_gemma":0.00037305665,"teacher_disagreement_score":0.25751236,"about_ca_system_score_codex":0.0013960097,"about_ca_system_score_gemma":0.004826553,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W2808771135","doi":"10.2196/mhealth.8554","title":"mHealth Approaches in Managing Skin Cancer: Systematic Review of Evidence-Based Research Using Integrative Mapping","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"mHealth; Teledermatology; Skin cancer; Psychological intervention; Medicine; Context (archaeology); Telemedicine; Health care; Cancer prevention; Cancer; Nursing; Internal medicine","score_opus":0.5044711155696276,"score_gpt":0.49329424380928694,"score_spread":0.011176871760340712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808771135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6076733,0.3223721,0.004064296,0.04014141,0.00075224024,0.021389008,0.000020560658,0.00018923738,0.0033978594],"genre_scores_gemma":[0.94268674,0.051466472,0.0012999667,0.0037500623,0.00020355255,0.0003401835,0.0000049266678,0.00002707783,0.00022101238],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9964709,0.0008052117,0.0010321023,0.00046119333,0.00059798005,0.00063256116],"domain_scores_gemma":[0.99818575,0.0003056314,0.00042674644,0.0004163313,0.00029558208,0.00036995436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048974454,0.00019736437,0.0010306834,0.0007831867,0.00024452287,0.000017499753,0.00011832904,0.00008025021,0.000046264624],"category_scores_gemma":[0.00037162582,0.00013904252,0.00006548984,0.0012542295,0.0002106008,0.00008927496,0.000060073853,0.00048803535,0.000005390664],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025298022,0.00012936539,0.0012041902,0.98649275,0.000024346304,0.00001697631,0.0018868732,0.0000029535802,0.000024362083,0.00040269864,0.00034678236,0.009215717],"study_design_scores_gemma":[0.0012681878,0.0015779558,0.004546693,0.96193266,0.0002751292,0.00011451454,0.006074083,0.02324937,0.00012042734,0.00017205851,0.00042138732,0.00024755762],"about_ca_topic_score_codex":0.0028266928,"about_ca_topic_score_gemma":0.00051202334,"teacher_disagreement_score":0.33501348,"about_ca_system_score_codex":0.0008600342,"about_ca_system_score_gemma":0.0011224552,"threshold_uncertainty_score":0.5669989},"labels":[],"label_agreement":null},{"id":"W2808777464","doi":"10.2196/mhealth.9378","title":"Longitudinal Validity and Reliability of Brief Smartphone Self-Monitoring of Diet, Stress, and Physical Activity in a Diverse Sample of Mothers","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center for HIV Identification, Prevention, and Treatment Services, University of California, Los Angeles; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; Center for AIDS Research, University of California Los Angeles; National Institute of Mental Health; National Heart, Lung, and Blood Institute; William T. Grant Foundation; Center for AIDS Research, University of Washington; National Institutes of Health; Council for Science, Technology and Innovation","keywords":"mHealth; Waist; Anthropometry; Medicine; Gerontology; Body mass index; Clinical psychology; Stress measures; National Health and Nutrition Examination Survey; Psychology; Obesity; Physical therapy; Environmental health; Psychological intervention; Population; Psychiatry; Stress (linguistics)","score_opus":0.09287844788926755,"score_gpt":0.44731104487169876,"score_spread":0.35443259698243124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808777464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961061,0.0002533014,0.00009228005,0.0005853003,0.00018469403,0.0022550155,0.00035807706,0.000036352605,0.00012886521],"genre_scores_gemma":[0.9950732,0.0025561599,0.0015692443,0.000072318086,0.0002621304,0.00042970025,0.000008241389,0.000020763173,0.000008228181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680936,0.0006261364,0.0009451653,0.0005553393,0.00029736783,0.00076660694],"domain_scores_gemma":[0.9961385,0.0014511647,0.0009268743,0.00046748834,0.00028632546,0.0007296125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015970649,0.00022611774,0.000874408,0.00017322719,0.0004925178,0.0000028241138,0.00011111415,0.00022508153,0.000015306301],"category_scores_gemma":[0.00027964576,0.00021009037,0.00004194729,0.0004209514,0.0005519564,0.0001444103,0.00015584294,0.0005896642,0.0000010898106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095892546,0.0006568207,0.9708579,0.015012796,0.0000051287375,3.106332e-7,0.005204127,6.0961486e-7,0.000051237977,0.0005296559,0.00008275508,0.0066397064],"study_design_scores_gemma":[0.0016996367,0.0011254649,0.9938046,0.00042317755,0.000036245678,8.450543e-7,0.0013355468,0.00024282181,0.00015585564,0.00064519874,0.00041604773,0.000114572336],"about_ca_topic_score_codex":0.012482953,"about_ca_topic_score_gemma":0.000920074,"teacher_disagreement_score":0.022946661,"about_ca_system_score_codex":0.0001600213,"about_ca_system_score_gemma":0.0010544424,"threshold_uncertainty_score":0.994093},"labels":[],"label_agreement":null},{"id":"W2808828363","doi":"10.2196/10274","title":"Development and Feasibility Testing of an mHealth (Text Message and WeChat) Intervention to Improve the Medication Adherence and Quality of Life of People Living with HIV in China: Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"mHealth; Short Message Service; Psychological intervention; Intervention (counseling); Randomized controlled trial; Medicine; Quality of life (healthcare); Family medicine; Nursing; Computer science","score_opus":0.10067005593888827,"score_gpt":0.45576820888420727,"score_spread":0.355098152945319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808828363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97658396,0.0009718831,0.00077022274,0.0017653891,0.00015660551,0.019549308,0.00003599232,0.00003112147,0.00013554632],"genre_scores_gemma":[0.98776424,0.00085345755,0.004181894,0.0005576161,0.00012426138,0.006455753,0.000013391537,0.000022776036,0.000026615411],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99110186,0.003421017,0.0036569485,0.0006749607,0.00043940166,0.00070582493],"domain_scores_gemma":[0.9901515,0.0046822764,0.0031397669,0.0005023054,0.00044067335,0.0010834388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020275429,0.00028809914,0.0020802845,0.00026307406,0.00078694406,0.00000957094,0.00015928426,0.00018879162,0.00001979151],"category_scores_gemma":[0.0036302335,0.00019253195,0.000041431984,0.0004939031,0.000488553,0.0001540013,0.00014549644,0.00055197417,7.335518e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.66513073,0.0013707996,0.19692215,0.030303217,0.000046955196,1.2208201e-7,0.0375317,8.267939e-7,0.0001353054,0.005570539,0.00004347922,0.06294417],"study_design_scores_gemma":[0.3141525,0.002659996,0.6774981,0.0010279482,0.00005175598,0.0000011319613,0.0036802713,0.00051791186,0.000008154937,0.00024430198,0.00002871061,0.00012917443],"about_ca_topic_score_codex":0.007986676,"about_ca_topic_score_gemma":0.011545546,"teacher_disagreement_score":0.48057598,"about_ca_system_score_codex":0.00013940393,"about_ca_system_score_gemma":0.0027740519,"threshold_uncertainty_score":0.9986192},"labels":[],"label_agreement":null},{"id":"W2808871401","doi":"10.2196/10016","title":"An Assessment Framework for e-Mental Health Apps in Canada: Results of a Modified Delphi Process","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Mental Health Commission of Canada; Canadian Institutes of Health Research; Université de Montréal; Institute of Gender and Health; University of Victoria","funders":"","keywords":"Mental health; Usability; Psychology; Delphi method; Set (abstract data type); Population; Medical education; Internet privacy; Applied psychology; Medicine; Public relations; Nursing; Computer science; Psychiatry; Political science","score_opus":0.09435247329873797,"score_gpt":0.5154564693023134,"score_spread":0.4211039960035754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808871401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974682,0.0005681052,0.0019625747,0.014084101,0.001636541,0.0033410382,0.0019248442,0.000052494004,0.0017483204],"genre_scores_gemma":[0.99242795,0.000033240118,0.0031966602,0.0032778624,0.00019629934,0.00056199916,0.00020657972,0.00003760697,0.00006178957],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99617213,0.00024181129,0.0015223902,0.0006523532,0.00032520085,0.0010861061],"domain_scores_gemma":[0.997613,0.00017633467,0.00074204634,0.0004617222,0.00012253101,0.00088437233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001150832,0.00023833581,0.00055377895,0.00021241012,0.00028854198,0.000018151086,0.00025256444,0.00013055695,0.000028635583],"category_scores_gemma":[0.000036528134,0.00024001062,0.000046753223,0.000389556,0.00013082482,0.00015312184,0.00003130615,0.00033988623,0.0000038581607],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014165717,0.00892095,0.02901633,0.015466583,0.00010602569,0.000013770862,0.036947597,0.000022207309,0.000004894562,0.29816547,0.033373002,0.5637974],"study_design_scores_gemma":[0.018595757,0.032194648,0.85386324,0.0030612114,0.00003838691,0.00007369192,0.027592588,0.004310257,0.0000593906,0.051715467,0.0073620686,0.0011333207],"about_ca_topic_score_codex":0.5163051,"about_ca_topic_score_gemma":0.74285233,"teacher_disagreement_score":0.82484686,"about_ca_system_score_codex":0.001298532,"about_ca_system_score_gemma":0.004931977,"threshold_uncertainty_score":0.97873485},"labels":[],"label_agreement":null},{"id":"W2808893926","doi":"10.2196/mhealth.7623","title":"Social Media Users’ Perception of Telemedicine and mHealth in China: Exploratory Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Telemedicine; Social media; Health informatics; Exploratory research; Health care; Quality (philosophy); Medicine; eHealth; China; Internet privacy; Nursing; Psychology; Medical education; Computer science; Public health; World Wide Web; Psychological intervention; Sociology; Political science","score_opus":0.16128183111380667,"score_gpt":0.4733014749007045,"score_spread":0.31201964378689784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808893926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852791,0.00038887307,0.000004419409,0.009905878,0.0017466394,0.0022828511,0.0000065406184,0.000056949106,0.00032877945],"genre_scores_gemma":[0.9937951,0.0018432884,0.0001538089,0.0005219912,0.0032723849,0.00037748987,0.000008316753,0.000021098633,0.000006519382],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99637264,0.0010735693,0.00076223724,0.00043030287,0.0006087181,0.0007525068],"domain_scores_gemma":[0.99783224,0.0007544236,0.00040141123,0.00015525198,0.00018141717,0.0006752448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004003857,0.00017104053,0.00049799954,0.00034591166,0.0010163576,0.00001831577,0.0001399297,0.00021085898,0.00006018613],"category_scores_gemma":[0.0011033319,0.00017366713,0.00002077455,0.00081750925,0.00087681744,0.00024162036,0.000037776234,0.00038301558,0.0000067105034],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099277306,0.0002866793,0.32932904,0.00038230102,0.000002518061,7.3362804e-7,0.6125125,1.51161e-8,0.00000367302,0.00096951734,0.000544721,0.055868972],"study_design_scores_gemma":[0.0009299985,0.0005737584,0.820586,0.000044634748,0.000016564538,5.1299594e-7,0.17592223,0.0000065773584,4.2451296e-7,0.000520028,0.001300786,0.00009845051],"about_ca_topic_score_codex":0.013000483,"about_ca_topic_score_gemma":0.047072433,"teacher_disagreement_score":0.491257,"about_ca_system_score_codex":0.0004516625,"about_ca_system_score_gemma":0.0017709858,"threshold_uncertainty_score":0.99357206},"labels":[],"label_agreement":null},{"id":"W2808998809","doi":"10.2196/mhealth.9494","title":"Preferences of Underserved Chilean Women on a Mobile Technology Intervention for Cervical Cancer Screening: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"mHealth; Short Message Service; Psychological intervention; Focus group; Medicine; Intervention (counseling); Cervical cancer; Health equity; Socioeconomic status; Disadvantaged; Family medicine; Psychology; Nursing; Population; Cancer; Public health; Environmental health; Computer science; Business","score_opus":0.17874985480082498,"score_gpt":0.5269869646735731,"score_spread":0.34823710987274814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808998809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99378973,0.00043932983,0.00015513113,0.0023904736,0.00006935488,0.0025352885,0.000052383817,0.00004435004,0.00052398525],"genre_scores_gemma":[0.9973625,0.0001430993,0.00014827475,0.0004026902,0.00020291042,0.0015717236,0.000015596695,0.000016316942,0.00013690082],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982453,0.00018214133,0.00043088748,0.00036725224,0.00028885854,0.00048556147],"domain_scores_gemma":[0.998806,0.00015925839,0.00015660457,0.00020842343,0.00031639767,0.0003533354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009771942,0.00013196467,0.00045320147,0.00027142372,0.00016358033,0.000008504944,0.00009714252,0.00011125074,0.00051481085],"category_scores_gemma":[0.00007188117,0.0001016539,0.00005070606,0.00037879232,0.0002413383,0.000036211208,0.000051251038,0.00026960616,0.00000328899],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024122054,0.0048043407,0.047990877,0.009545983,0.00025702803,0.0000017960595,0.12179944,0.0000011944979,0.000029779334,0.0024602916,0.001383436,0.7876038],"study_design_scores_gemma":[0.017448917,0.099871606,0.5962747,0.0003616238,0.000120213226,0.0000038627036,0.27738097,0.00040939296,0.00024985804,0.0055101453,0.0021029313,0.0002658201],"about_ca_topic_score_codex":0.00085435767,"about_ca_topic_score_gemma":0.0012958851,"teacher_disagreement_score":0.78733796,"about_ca_system_score_codex":0.00017778984,"about_ca_system_score_gemma":0.00030470852,"threshold_uncertainty_score":0.5636818},"labels":[],"label_agreement":null},{"id":"W2809033471","doi":"10.2196/mhealth.7674","title":"A Dietary Management System Using Radio-Frequency Identification Technology to Collect Information on Chinese Food Consumption: Development and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Radio-frequency identification; Identification (biology); Food consumption; Sustainable development; Business; Environmental health; Computer science; Medicine; Agricultural economics; Computer security","score_opus":0.08534280450871885,"score_gpt":0.402919258522217,"score_spread":0.31757645401349816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809033471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439675,0.00050771254,0.00013924373,0.001425541,0.0001523418,0.0030867916,0.000014569028,0.0000794156,0.0001976541],"genre_scores_gemma":[0.9965644,0.00011276193,0.0024599624,0.00051132444,0.00008545147,0.0002287471,0.000019393938,0.000006484307,0.000011474215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868983,0.00004325588,0.0004972303,0.00027734097,0.00023707829,0.0002552403],"domain_scores_gemma":[0.9992698,0.000016767523,0.00013626461,0.00020124212,0.00014046326,0.00023545668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045854563,0.00014221804,0.00027716663,0.00029935085,0.0006405828,0.000022854656,0.000039308507,0.000057459314,0.0000030072865],"category_scores_gemma":[0.00002270125,0.000117334894,0.00001417352,0.00038760394,0.00006411808,0.000086695254,0.00005419145,0.00009755494,0.000016782722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022361658,0.0014561199,0.94044524,0.01279263,0.00017417512,0.000013092624,0.004458968,0.0000010899965,0.000029456702,0.0025170634,0.00085049385,0.03502551],"study_design_scores_gemma":[0.0022239059,0.0028562732,0.99121255,0.00024486432,0.000051008945,0.000042389114,0.0026370646,0.00006622086,0.0000075884764,0.00011418179,0.0004417036,0.00010227046],"about_ca_topic_score_codex":0.00003963196,"about_ca_topic_score_gemma":0.00008617847,"teacher_disagreement_score":0.050767295,"about_ca_system_score_codex":0.00047833333,"about_ca_system_score_gemma":0.00010637419,"threshold_uncertainty_score":0.492691},"labels":[],"label_agreement":null},{"id":"W2809121350","doi":"10.2196/mhealth.9033","title":"Assessing the Cross-Cultural Adaptation and Translation of a Text-Based Mobile Smoking Cessation Program in Samoa (TXTTaofiTapaa): Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand; New Zealand Foreign Affairs and Trade","keywords":"Smoking cessation; Adaptation (eye); Cross-cultural; Medicine; Psychology; Computer science; Sociology; Anthropology","score_opus":0.16664834618673607,"score_gpt":0.4816405919035095,"score_spread":0.3149922457167734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809121350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968829,0.00017954607,0.00017603739,0.00037211407,0.00010329467,0.0021337296,0.0000033922956,0.00005313135,0.000095835654],"genre_scores_gemma":[0.9990308,0.000029466855,0.00031676263,0.00014756263,0.000117907904,0.00029102247,0.000048144033,0.000014287608,0.0000040120717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851346,0.00016953582,0.00047648879,0.00026747244,0.0003278024,0.00024523426],"domain_scores_gemma":[0.9991999,0.00010138755,0.00025064708,0.000145811,0.00019479124,0.000107450345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000963257,0.00012988968,0.00023054484,0.00014731294,0.00029686856,0.00010092919,0.000037718703,0.00006597504,0.000009075537],"category_scores_gemma":[0.00003377489,0.00009267253,0.000017932873,0.0003596777,0.00019256758,0.00035882695,0.000007251299,0.00021380647,1.7725465e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003008073,0.0007323789,0.7846973,0.00040438108,0.000004775001,8.677168e-7,0.0065703727,0.000016540502,0.00015873232,0.000022383303,0.000004170696,0.20708728],"study_design_scores_gemma":[0.0031530482,0.0052105365,0.9808523,0.00013721206,0.00008208355,0.000004912714,0.005026764,0.0053052558,0.000075933254,0.000032125812,0.00004156268,0.00007824641],"about_ca_topic_score_codex":0.0008747468,"about_ca_topic_score_gemma":0.00031655334,"teacher_disagreement_score":0.20700903,"about_ca_system_score_codex":0.000097284086,"about_ca_system_score_gemma":0.00021957063,"threshold_uncertainty_score":0.37790763},"labels":[],"label_agreement":null},{"id":"W2809127402","doi":"10.2196/mhealth.9725","title":"Implementing eHealth Technology to Address Gaps in Early Infant Diagnosis Services: Qualitative Assessment of Kenyan Provider Experiences","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"eHealth; mHealth; Psychological intervention; Medicine; Telemedicine; Service delivery framework; Service provider; Telehealth; Health informatics; Qualitative research; Intervention (counseling); Health care; Nursing; Service (business); Public health; Business","score_opus":0.07948901025177214,"score_gpt":0.5496916783073525,"score_spread":0.4702026680555804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809127402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766516,0.0008844856,0.00018821575,0.010036547,0.0004824422,0.00981198,0.00015599548,0.00017750764,0.0016112466],"genre_scores_gemma":[0.9420232,0.001443172,0.0043273927,0.0076093543,0.0004087392,0.04401697,0.000046340883,0.00005730574,0.00006753178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907598,0.0014144647,0.003031791,0.0011398672,0.0006039913,0.003050088],"domain_scores_gemma":[0.99428976,0.0010254158,0.0015199509,0.0008452262,0.00064156036,0.0016780699],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052240533,0.00044014613,0.0011338127,0.0011904927,0.0020297787,0.00001852809,0.00050761015,0.00046446003,0.00025074204],"category_scores_gemma":[0.00015100998,0.00040575172,0.00005660109,0.0022058098,0.0003662857,0.00026118296,0.0004061567,0.0011713678,0.000057899655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025937628,0.00041960573,0.6526949,0.012606402,0.000013397461,0.000002116434,0.29254243,8.15414e-7,0.000023277795,0.019701518,0.001500406,0.020235814],"study_design_scores_gemma":[0.0035052951,0.0030244635,0.57564265,0.001994334,0.000033860455,0.0000038549206,0.32479918,0.00018497546,0.00005046262,0.0018749464,0.088333406,0.00055257796],"about_ca_topic_score_codex":0.015492175,"about_ca_topic_score_gemma":0.026088862,"teacher_disagreement_score":0.086833,"about_ca_system_score_codex":0.000589599,"about_ca_system_score_gemma":0.0036836127,"threshold_uncertainty_score":0.9998394},"labels":[],"label_agreement":null},{"id":"W2809129970","doi":"10.2196/mhealth.8383","title":"mHealth Technology Use and Implications in Historically Underserved and Minority Populations in the United States: Systematic Literature Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":304,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Health equity; Internet privacy; Ethnic group; Population; Social media; Public health; Mobile technology; Medicine; Mobile phone; The Internet; Gerontology; World Wide Web; Mobile device; Political science; Computer science; Environmental health; Nursing","score_opus":0.2678476688609239,"score_gpt":0.51432774975501,"score_spread":0.24648008089408613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809129970","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005225842,0.95539594,0.00004245994,0.016068118,0.00025521277,0.027101,0.00039784,0.00014265762,0.000074216514],"genre_scores_gemma":[0.00012614191,0.95409673,0.00054971967,0.012770974,0.0002122499,0.030525535,0.0015070816,0.00008020655,0.00013136714],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98652124,0.00502307,0.00473881,0.001432182,0.00038194907,0.0019027592],"domain_scores_gemma":[0.9911603,0.0030248696,0.00249796,0.0016592948,0.00042537553,0.0012322551],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005612175,0.0008713861,0.0036350852,0.002129375,0.0019846612,0.0000662001,0.0005642332,0.0014491556,0.000010448245],"category_scores_gemma":[0.0010536955,0.0006230075,0.00012138278,0.0054590246,0.00034009703,0.00024729047,0.0002190743,0.0038904788,0.00002500871],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015888238,0.00016172772,0.0030930948,0.9377326,0.000010673649,0.000005412841,0.0010386134,6.8497776e-8,3.2206786e-9,0.026479447,0.0077744555,0.023688065],"study_design_scores_gemma":[0.00072980224,0.00020784934,0.008288078,0.28878596,0.0004887393,0.00013094692,0.00041585538,0.00004084715,2.3285393e-10,0.002475119,0.6980234,0.00041341162],"about_ca_topic_score_codex":0.0025648742,"about_ca_topic_score_gemma":0.006977528,"teacher_disagreement_score":0.6902489,"about_ca_system_score_codex":0.0014366402,"about_ca_system_score_gemma":0.0032472415,"threshold_uncertainty_score":0.9998472},"labels":[],"label_agreement":null},{"id":"W2809133573","doi":"10.2196/mhealth.9884","title":"Clinical Feasibility of Monitoring Resting Heart Rate Using a Wearable Activity Tracker in Patients With Thyrotoxicosis: Prospective Longitudinal Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart rate and cardiovascular health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Heart rate; Internal medicine; RESTING HEART RATE; Generalized estimating equation; Prospective cohort study; Thyroid function; Cardiology; Confidence interval; Thyroid function tests; Thyroid; Blood pressure","score_opus":0.28240292549872537,"score_gpt":0.48415003470383494,"score_spread":0.20174710920510958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809133573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99580663,0.00016177318,0.000031093976,0.0002023094,0.00013623147,0.003592454,0.000007648982,0.00003117624,0.00003067729],"genre_scores_gemma":[0.9980261,0.000041235795,0.0013034377,0.00014178584,0.00038205905,0.00007036301,0.000002858549,0.000025155286,0.000007012981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665,0.0007393885,0.00081276236,0.00065918197,0.0005484794,0.0005901908],"domain_scores_gemma":[0.9981894,0.00015135574,0.0002671841,0.00042310898,0.000484682,0.00048430287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040566106,0.00021018628,0.00088734867,0.000134852,0.00029197257,0.000015645093,0.000050040846,0.00012959153,0.0000057290868],"category_scores_gemma":[0.00020954166,0.00017047826,0.00007977251,0.0005790942,0.00017607921,0.00022483968,0.00003939051,0.0005953525,0.000002245723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029190744,0.0021776007,0.9916206,0.0006494221,0.000041668307,0.0000048335814,0.0006032548,0.000003342725,0.000029942381,0.0000029178932,0.0000067670826,0.0019405611],"study_design_scores_gemma":[0.006179222,0.005437367,0.987143,0.0004557339,0.000088242305,0.00000801058,0.00032398157,0.00017596131,0.000042527583,0.000013979602,0.000007955386,0.00012403437],"about_ca_topic_score_codex":0.0010789202,"about_ca_topic_score_gemma":0.00021507074,"teacher_disagreement_score":0.0044776304,"about_ca_system_score_codex":0.000351242,"about_ca_system_score_gemma":0.001581402,"threshold_uncertainty_score":0.6951902},"labels":[],"label_agreement":null},{"id":"W2809221751","doi":"10.2196/10063","title":"A Web-Based Survey Assessing the Attitudes of Health Care Professionals in Germany Toward the Use of Telemedicine in Pregnancy Monitoring: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Telemedicine; Medicine; mHealth; Health care; Cross-sectional study; Nursing; Computer-assisted web interviewing; Family medicine; Population; Pregnancy; Psychological intervention; Environmental health","score_opus":0.25181250266388067,"score_gpt":0.5290909786913542,"score_spread":0.2772784760274736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809221751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892853,0.0019392055,0.000025118687,0.00469789,0.00036704235,0.0036134769,0.000041757794,0.000020823934,0.000009405745],"genre_scores_gemma":[0.9975673,0.00016241851,0.0002552541,0.001448399,0.000248716,0.00022762295,0.0000556824,0.000023293504,0.000011300677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951316,0.0012022404,0.001897452,0.00039227807,0.00076919736,0.0006071905],"domain_scores_gemma":[0.9970873,0.00094293145,0.00090065104,0.00039938508,0.000446639,0.00022311672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040695174,0.00021371125,0.0006921109,0.00036425598,0.00030365287,0.00001936761,0.00014136203,0.000093389484,0.000022802631],"category_scores_gemma":[0.00035100404,0.00012522224,0.00003980341,0.0008642859,0.0003072027,0.00015186943,0.000052470255,0.00053338043,6.460225e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035907063,0.0007728338,0.9754482,0.002997448,0.000012136377,0.0000034130546,0.010608304,0.0000022423324,0.000009104259,0.000009262453,0.0001701837,0.009607784],"study_design_scores_gemma":[0.0054228287,0.0025862309,0.98440456,0.0011453639,0.000016865786,0.00000665637,0.0061130603,0.00009042056,0.000018983234,0.0000031838238,0.00011542303,0.00007640604],"about_ca_topic_score_codex":0.009510496,"about_ca_topic_score_gemma":0.003942712,"teacher_disagreement_score":0.009531378,"about_ca_system_score_codex":0.00027805587,"about_ca_system_score_gemma":0.0031923954,"threshold_uncertainty_score":0.9970853},"labels":[],"label_agreement":null},{"id":"W2809240727","doi":"10.2196/mhealth.9329","title":"Comparison of mHealth and Face-to-Face Interventions for Smoking Cessation Among People Living With HIV: Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Smoking cessation; Population; Randomized controlled trial; Meta-analysis; Gerontology; Environmental health; Psychiatry; Internal medicine","score_opus":0.3326131369364109,"score_gpt":0.5618246916518836,"score_spread":0.22921155471547272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809240727","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021859996,0.9513793,0.01919324,0.001513195,0.0003048309,0.023195941,0.0018056561,0.00020434629,0.000217479],"genre_scores_gemma":[0.022651212,0.9294663,0.0039852834,0.00089328585,0.00047412462,0.04045636,0.0010736428,0.00020782763,0.0007919431],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870788,0.002362596,0.005648944,0.0019062598,0.0007204619,0.0022829662],"domain_scores_gemma":[0.98428017,0.004467744,0.0063539348,0.001376308,0.00074210134,0.0027797644],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005974748,0.0010892625,0.009040211,0.0019520296,0.0032120554,0.000052742304,0.000557421,0.0010660078,0.00021659266],"category_scores_gemma":[0.00035235242,0.00085278676,0.0014103694,0.0029547235,0.00026285887,0.00024132029,0.0003127125,0.0018582093,0.000030442814],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015227206,0.00064808375,0.029148314,0.7692803,0.01060219,4.0639966e-7,0.010334239,0.000026655427,2.0864869e-8,0.0025820835,0.009678926,0.16754648],"study_design_scores_gemma":[0.0015084913,0.0019171273,0.037932158,0.018673856,0.24053675,0.00000767143,0.005135583,0.00060494826,8.444444e-8,0.00011331304,0.6923204,0.0012496259],"about_ca_topic_score_codex":0.0015469514,"about_ca_topic_score_gemma":0.008920946,"teacher_disagreement_score":0.7506065,"about_ca_system_score_codex":0.0006562662,"about_ca_system_score_gemma":0.0037856568,"threshold_uncertainty_score":0.9993923},"labels":[],"label_agreement":null},{"id":"W2809327385","doi":"10.2196/mhealth.9459","title":"Analysis of the Features Important for the Effectiveness of Physical Activity–Related Apps for Recreational Sports: Expert Panel Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Recreation; Applied psychology; Physical activity; Quality (philosophy); Psychology; Mobile apps; Physical therapy; Internet privacy; Medicine; Computer science; World Wide Web","score_opus":0.0787993846826329,"score_gpt":0.4603810684935022,"score_spread":0.3815816838108693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809327385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96192247,0.002136883,0.005765326,0.0034329998,0.00060777395,0.024098745,0.0009973665,0.0000743241,0.00096411695],"genre_scores_gemma":[0.979133,0.0007671135,0.0005222203,0.0008620036,0.00037492093,0.01798615,0.00015976571,0.000036476147,0.00015836432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99624634,0.00084524334,0.0010696923,0.00056646805,0.000413173,0.00085906085],"domain_scores_gemma":[0.99078,0.00599513,0.0014272055,0.00077722076,0.0006050548,0.00041539286],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00417477,0.0002628422,0.0009357947,0.00022152203,0.001979945,0.0000049900627,0.00031787722,0.000297405,0.000017974851],"category_scores_gemma":[0.0004020448,0.00015314508,0.00031714587,0.0012302414,0.00041314092,0.00006678714,0.00007099197,0.00050230685,6.62737e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021572547,0.0046568667,0.2520087,0.0559612,0.0016071948,2.6124295e-7,0.022972884,0.00019350625,0.0011636021,0.43682206,0.0145807,0.18846045],"study_design_scores_gemma":[0.00223366,0.0005456345,0.96952003,0.00024077912,0.0008497624,0.0000016551915,0.0011607324,0.012075321,0.00010634872,0.0022612892,0.010833547,0.00017125993],"about_ca_topic_score_codex":0.00077088625,"about_ca_topic_score_gemma":0.00015298293,"teacher_disagreement_score":0.7175113,"about_ca_system_score_codex":0.00016764783,"about_ca_system_score_gemma":0.0020265128,"threshold_uncertainty_score":0.9993193},"labels":[],"label_agreement":null},{"id":"W2809335473","doi":"10.2196/mhealth.9801","title":"Using the Habit App for Weight Loss Problem Solving: Development and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Weight loss; mHealth; Mobile apps; Psychological intervention; Habit; Psychology; Smartphone application; Depression (economics); Computer science; Clinical psychology; Applied psychology; Psychotherapist; Medicine; Psychiatry; Multimedia; Obesity; World Wide Web","score_opus":0.1934168644629161,"score_gpt":0.5033322768480094,"score_spread":0.30991541238509335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809335473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587493,0.0012419451,0.0032601187,0.007949714,0.0006142523,0.027075578,0.0000536325,0.00021519081,0.00084028393],"genre_scores_gemma":[0.9629179,0.00047195627,0.014833978,0.0070968,0.0013624788,0.012731246,0.00003041886,0.00007261207,0.00048258348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99428046,0.0007573628,0.0016946499,0.001006213,0.00037487125,0.0018864273],"domain_scores_gemma":[0.9956765,0.0008564399,0.0007665443,0.0007582386,0.0004897466,0.0014525425],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004907578,0.00038874708,0.0006503029,0.00016109411,0.008302324,0.000029965026,0.0002775568,0.0002889967,0.00005196703],"category_scores_gemma":[0.00013749089,0.00027774723,0.000043798696,0.00043458663,0.00036454498,0.00014248102,0.0002131094,0.0008460401,0.000032756758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017980785,0.001685614,0.76809824,0.017465832,0.000058253663,0.0000023033074,0.053186357,0.000001008516,0.0000207069,0.018551996,0.020514116,0.11861753],"study_design_scores_gemma":[0.006406756,0.0015964262,0.5183331,0.00031548156,0.00012311201,0.000019342213,0.009356114,0.00089254795,0.000009463588,0.0034964252,0.4589232,0.00052806025],"about_ca_topic_score_codex":0.0006237811,"about_ca_topic_score_gemma":0.0024100007,"teacher_disagreement_score":0.4384091,"about_ca_system_score_codex":0.0005287592,"about_ca_system_score_gemma":0.0042624534,"threshold_uncertainty_score":0.99996746},"labels":[],"label_agreement":null},{"id":"W2809351553","doi":"10.2196/mhealth.9691","title":"Correlations Between Objective Behavioral Features Collected From Mobile and Wearable Devices and Depressive Mood Symptoms in Patients With Affective Disorders: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":213,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mood; Wearable computer; mHealth; Wearable technology; Depressive symptoms; Psychology; Mood disorders; Clinical psychology; Medicine; Psychiatry; Psychological intervention; Computer science; Anxiety","score_opus":0.033610659313962954,"score_gpt":0.41666830132888405,"score_spread":0.3830576420149211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809351553","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03216484,0.9503003,0.000004217036,0.000033205906,0.0002471443,0.01519231,0.0016973817,0.000059586953,0.00030105963],"genre_scores_gemma":[0.07035131,0.921054,0.000041905685,0.0001309675,0.000073106865,0.0071823117,0.0008528483,0.00010061707,0.00021289554],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99531114,0.0012558048,0.001385508,0.001045273,0.00028783103,0.00071441306],"domain_scores_gemma":[0.9965425,0.00087118597,0.0014369017,0.00046317096,0.00012271869,0.0005634963],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035855733,0.0006432224,0.00292453,0.00037836476,0.00041982476,0.00008652625,0.00018098285,0.00042963,0.000025471556],"category_scores_gemma":[0.000052925265,0.0004913595,0.00011951905,0.000696832,0.00024026872,0.0002591291,0.0001159822,0.00076125714,0.000022618395],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009294208,0.0009266615,0.04028392,0.8340441,0.00031964562,0.000002845929,0.001505667,2.0977541e-8,1.6005615e-10,0.000059184204,0.00036636592,0.12239865],"study_design_scores_gemma":[0.0022766527,0.0048294966,0.35635856,0.6301732,0.0038038543,0.00001799167,0.0003232978,8.022167e-7,6.8639388e-9,0.00014520311,0.0014602641,0.0006106685],"about_ca_topic_score_codex":0.002196544,"about_ca_topic_score_gemma":0.0045159124,"teacher_disagreement_score":0.31607464,"about_ca_system_score_codex":0.00039393295,"about_ca_system_score_gemma":0.00034392969,"threshold_uncertainty_score":0.99975383},"labels":[],"label_agreement":null},{"id":"W2809354366","doi":"10.2196/mhealth.9345","title":"Mobile Apps for Caregivers of Older Adults: Quantitative Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Psychological intervention; mHealth; Caregiver burden; Family caregivers; Intervention (counseling); Social support; Psychology; Mobile apps; Internet privacy; Applied psychology; Nursing; Medicine; Computer science; World Wide Web; Social psychology; Dementia","score_opus":0.11468850301736155,"score_gpt":0.48273681414435404,"score_spread":0.3680483111269925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809354366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95460963,0.0057071615,0.012104787,0.0021488885,0.00090334134,0.020355709,0.0012251133,0.00021783254,0.0027275614],"genre_scores_gemma":[0.96604824,0.0035887312,0.005727311,0.0035168251,0.00036991073,0.019712977,0.00026953215,0.000049913106,0.00071654253],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99520016,0.00044951896,0.0017759735,0.00079654227,0.00033242215,0.0014453772],"domain_scores_gemma":[0.9943967,0.0010714454,0.0012752393,0.0006639706,0.0012519413,0.0013407319],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016096429,0.00031374386,0.0010462345,0.0005713025,0.0017204502,0.000006340206,0.0002399478,0.0003501186,0.00024239234],"category_scores_gemma":[0.00018066415,0.00028000656,0.0001877029,0.0012362221,0.00037715846,0.00011856032,0.00007192706,0.0005015562,0.00006005269],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012471973,0.0019759978,0.21804473,0.065222815,0.00090376666,0.0000025647337,0.15174478,0.000013847826,0.000092614886,0.19777173,0.101442695,0.2503125],"study_design_scores_gemma":[0.018941356,0.010254853,0.42452866,0.0016295864,0.001929728,0.0000043811533,0.11683996,0.0052504395,0.00006174111,0.0018137398,0.4176267,0.0011188597],"about_ca_topic_score_codex":0.0025650882,"about_ca_topic_score_gemma":0.0019091339,"teacher_disagreement_score":0.316184,"about_ca_system_score_codex":0.00027585492,"about_ca_system_score_gemma":0.0017389087,"threshold_uncertainty_score":0.9999652},"labels":[],"label_agreement":null},{"id":"W2809407179","doi":"10.2196/mhealth.9987","title":"A Novel mHealth Approach for a Patient-Centered Medication and Health Management System in Taiwan: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usage data; Health care; Medicine; Telemedicine; Internet privacy; Nursing; Computer science; World Wide Web; Psychological intervention","score_opus":0.15059140665203424,"score_gpt":0.45762538771846945,"score_spread":0.3070339810664352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809407179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71544516,0.0075211027,0.06503904,0.039975666,0.0033462846,0.1582991,0.0009464005,0.0014726642,0.007954592],"genre_scores_gemma":[0.9335933,0.0013978406,0.014844383,0.010607822,0.00071898964,0.038359772,0.00024189783,0.00010536603,0.00013062663],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99097586,0.00097313593,0.0030659088,0.0016530685,0.0006358302,0.0026961851],"domain_scores_gemma":[0.99434906,0.0002552943,0.0015633638,0.00096343434,0.0003122125,0.0025566267],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0060138116,0.0005676606,0.001236057,0.00078599184,0.0033130704,0.000030063888,0.00032691017,0.00024430425,0.000016527918],"category_scores_gemma":[0.00005905599,0.000534342,0.000045692224,0.00091015064,0.00022521804,0.00019006369,0.00023779471,0.0009828167,0.000026577509],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062959734,0.013149277,0.15932441,0.1312734,0.00012215738,0.000006470857,0.045526367,0.0000050195695,0.000015354139,0.087358564,0.034421366,0.52250165],"study_design_scores_gemma":[0.03199953,0.025861653,0.7594219,0.0019716104,0.00016849264,0.000057428817,0.08694386,0.008050979,6.481397e-7,0.00044708033,0.08404614,0.0010307063],"about_ca_topic_score_codex":0.003478908,"about_ca_topic_score_gemma":0.0032360617,"teacher_disagreement_score":0.6000975,"about_ca_system_score_codex":0.0015909161,"about_ca_system_score_gemma":0.0024411706,"threshold_uncertainty_score":0.9997108},"labels":[],"label_agreement":null},{"id":"W2809433642","doi":"10.2196/mhealth.9618","title":"Assessing Mobile Phone Access and Willingness for Text-Based mHealth Intervention to Improve Prenatal Care at Primary Care Centers in North West Ethiopia: a Cross-sectional Study (Preprint)","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Mobile phone; Cross-sectional study; Intervention (counseling); Phone; eHealth; Medicine; Primary care; Family medicine; Environmental health; Psychological intervention; Health care; Nursing; Telecommunications; Computer science; World Wide Web; Political science","score_opus":0.0816388630651343,"score_gpt":0.5001168896864236,"score_spread":0.41847802662128936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809433642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967982,0.0013120754,0.0005305543,0.00083184073,0.001550872,0.026605096,0.0007527645,0.00016688059,0.00026793574],"genre_scores_gemma":[0.9546834,0.00043931135,0.00069688755,0.002598395,0.0005508946,0.040085185,0.00075611856,0.00010208136,0.00008768057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99242246,0.00073119695,0.002371643,0.0018742271,0.00058272504,0.002017748],"domain_scores_gemma":[0.99342823,0.00072349666,0.0017447596,0.0013253195,0.0007508241,0.0020273675],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024728347,0.0005727561,0.0010222406,0.0004342359,0.0077374172,0.00034546526,0.00071033154,0.00051927275,0.000038788246],"category_scores_gemma":[0.00027337202,0.0005755946,0.00012601657,0.00033966947,0.00021951628,0.0008594135,0.0007639256,0.0015304278,0.000025479489],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015175983,0.00048255132,0.891798,0.035127062,0.000009647659,0.000003411693,0.0074706413,0.00006328103,0.000006539849,0.00005170605,0.0000894086,0.063380115],"study_design_scores_gemma":[0.009775425,0.0012526589,0.9786901,0.0007606445,0.000036072222,0.0000035597295,0.006360841,0.00023559413,0.00000731179,0.000024596458,0.0024696395,0.00038354736],"about_ca_topic_score_codex":0.009062771,"about_ca_topic_score_gemma":0.057055704,"teacher_disagreement_score":0.086892076,"about_ca_system_score_codex":0.0029971711,"about_ca_system_score_gemma":0.003524987,"threshold_uncertainty_score":0.99966955},"labels":[],"label_agreement":null},{"id":"W2809456940","doi":"10.2196/10482","title":"A Smartphone Game-Based Intervention (Tumaini) to Prevent HIV Among Young Africans: Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; Center for AIDS Research, University of Washington; Emory University; National Institute of Allergy and Infectious Diseases; Andrew W. Mellon Foundation","keywords":"Grounded theory; Psychological intervention; Randomized controlled trial; Focus group; Intervention (counseling); Social cognitive theory; mHealth; Motivational interviewing; Medicine; Psychology; Applied psychology; Social psychology; Nursing; Qualitative research","score_opus":0.09486828952271488,"score_gpt":0.45239282042250334,"score_spread":0.3575245308997885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809456940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431704,0.00060911634,0.005095407,0.010352476,0.0045024483,0.034334388,0.000043800337,0.0003348239,0.0015571164],"genre_scores_gemma":[0.9752575,0.00021495242,0.00042486485,0.0066822893,0.0039030956,0.007531798,0.000060789418,0.0000799505,0.0058447295],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9869521,0.0063953297,0.002946386,0.0012198398,0.0006855373,0.0018007944],"domain_scores_gemma":[0.99383515,0.0012758115,0.0016305486,0.00074220024,0.000514801,0.002001503],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010859666,0.0005566165,0.002701326,0.0005301939,0.0018533847,0.000029727973,0.00026685232,0.00030316052,0.00044357814],"category_scores_gemma":[0.0017372327,0.0003960449,0.00033524897,0.00061776966,0.0005606511,0.00016484366,0.00014659026,0.0011681197,0.0003384185],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97231877,0.0024396332,0.0043927864,0.0025362216,0.00006986613,0.0000030685176,0.009096634,0.0000020896946,0.000015544721,0.00084397546,0.0072219823,0.0010594177],"study_design_scores_gemma":[0.9689479,0.005331461,0.016712349,0.0008537257,0.00017787026,0.0000028879488,0.0030985866,0.0004872792,0.0000062053105,0.00056965795,0.0033922393,0.00041984726],"about_ca_topic_score_codex":0.0017178574,"about_ca_topic_score_gemma":0.000991858,"teacher_disagreement_score":0.032087106,"about_ca_system_score_codex":0.0006676809,"about_ca_system_score_gemma":0.00203945,"threshold_uncertainty_score":0.99984914},"labels":[],"label_agreement":null},{"id":"W2809528641","doi":"10.2196/mhealth.9771","title":"Comparing the Data Quality of Global Positioning System Devices and Mobile Phones for Assessing Relationships Between Place, Mobility, and Health: Field Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Quality (philosophy); Mobile phone; mHealth; Mobile device; Field (mathematics); Data quality; Telecommunications; Medicine; World Wide Web; Engineering; Operations management; Psychological intervention; Nursing; Mathematics","score_opus":0.34920240734600216,"score_gpt":0.5257282816992065,"score_spread":0.17652587435320433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809528641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919041,0.0010472583,0.0016669567,0.0036701893,0.000058635727,0.0014009342,0.00007309864,0.000038979328,0.00013988541],"genre_scores_gemma":[0.99907386,0.00005018634,0.00033125986,0.00017552296,0.00025128227,0.00006953967,0.00003848822,0.000004516467,0.0000053252784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696773,0.0013832395,0.0006649953,0.00041278094,0.00026314103,0.0003080902],"domain_scores_gemma":[0.9971533,0.0016206302,0.00044285765,0.000369496,0.00015525431,0.00025847237],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010902034,0.00010653672,0.0004007835,0.000040852214,0.003641988,0.00015030245,0.0002062263,0.00007888492,0.0000027914923],"category_scores_gemma":[0.0002238871,0.000088112996,0.00002101786,0.00030428852,0.00035539814,0.00028410135,0.00010348589,0.0001669116,3.9676812e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002777857,0.000085324325,0.97342116,0.0011401911,0.000018815477,3.0649193e-8,0.016197957,0.0000034112654,1.064474e-7,0.0026663593,0.00007262732,0.006366248],"study_design_scores_gemma":[0.0003535694,0.00025119836,0.91304284,0.00010370862,0.00006328352,3.7005634e-7,0.083812825,0.0017630532,2.5343485e-7,0.0003603868,0.00017201733,0.00007650535],"about_ca_topic_score_codex":0.057223037,"about_ca_topic_score_gemma":0.14984362,"teacher_disagreement_score":0.09262059,"about_ca_system_score_codex":0.0001560752,"about_ca_system_score_gemma":0.00066277554,"threshold_uncertainty_score":0.99765515},"labels":[],"label_agreement":null},{"id":"W2809646853","doi":"10.2196/mhealth.8593","title":"mHealth Tools for the Self-Management of Patients With Multimorbidity in Primary Care Settings: Pilot Study to Explore User Experience","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"Self-management; mHealth; Thematic analysis; Context (archaeology); Focus group; Nursing; Telemedicine; Population; Medicine; Psychology; Qualitative research; Health care; Knowledge management; Computer science; Psychological intervention; Business","score_opus":0.11095380502711326,"score_gpt":0.40342694824947345,"score_spread":0.2924731432223602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809646853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98811966,0.00022959337,0.000103511695,0.0008107029,0.00015027852,0.009884342,0.000050673563,0.00007228707,0.00057897257],"genre_scores_gemma":[0.99457663,0.00017731701,0.0017528322,0.0020037855,0.0001221087,0.0012208683,0.00008038617,0.00003250063,0.00003354989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769735,0.000076320066,0.0005467063,0.00055692176,0.00049774774,0.00062492886],"domain_scores_gemma":[0.9984799,0.00012619155,0.00022628455,0.00057405105,0.00021813436,0.00037546107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004127541,0.00024184128,0.0004331694,0.00014360837,0.000278738,0.000036342863,0.00018984555,0.00002419994,0.000011364117],"category_scores_gemma":[0.000021018863,0.00016347076,0.000026353671,0.00039674956,0.00011208655,0.00018692507,0.00014488993,0.00014525943,0.0000033922258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016460396,0.012293873,0.75908655,0.0485036,0.00024821868,0.000024625137,0.10182036,0.000026859603,0.0000020091288,0.000664648,0.0049810666,0.055887826],"study_design_scores_gemma":[0.0068710875,0.011198005,0.9340726,0.000390581,0.00015721784,3.7714202e-7,0.04466067,0.00003852616,0.0000024295084,0.000006859278,0.0024619806,0.00013965243],"about_ca_topic_score_codex":0.0002531587,"about_ca_topic_score_gemma":0.00017626799,"teacher_disagreement_score":0.1749861,"about_ca_system_score_codex":0.00045978458,"about_ca_system_score_gemma":0.00047533866,"threshold_uncertainty_score":0.6666144},"labels":[],"label_agreement":null},{"id":"W2809671866","doi":"10.2196/mhealth.9316","title":"What Predicts Patients’ Adoption Intention Toward mHealth Services in China: Empirical Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":230,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Empirical research; Psychology; China; Applied psychology; Psychological intervention; Political science; Psychiatry","score_opus":0.08825459199017975,"score_gpt":0.47269473427131,"score_spread":0.3844401422811302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809671866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727074,0.0009864932,0.00009790836,0.008922018,0.0030982215,0.012752621,0.000056122117,0.00034717543,0.0010320431],"genre_scores_gemma":[0.97163355,0.006813249,0.000233996,0.0119173145,0.0012627454,0.0075113447,0.00028730003,0.0000846703,0.00025580736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907875,0.0018626194,0.002711938,0.0013832982,0.00078729447,0.0024673478],"domain_scores_gemma":[0.9948404,0.00033492612,0.0011470868,0.00086655584,0.00059454807,0.0022165037],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035195346,0.00054700807,0.0009791368,0.0007241189,0.00234477,0.00006485043,0.00039634402,0.0006047016,0.00021954716],"category_scores_gemma":[0.00011590051,0.00049992837,0.00007420225,0.0012988524,0.00020721422,0.0009503049,0.00025630198,0.0018529984,0.00041524658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008129769,0.0017232281,0.91277593,0.00609729,0.000008707208,0.00000215588,0.023118148,6.3713276e-7,8.2844355e-7,0.0005306355,0.0036541831,0.05127526],"study_design_scores_gemma":[0.005224852,0.0027226033,0.9504693,0.0007035081,0.00004481063,0.0000026304042,0.015728852,0.0004469496,3.6699097e-7,0.00062762835,0.023738071,0.00029039945],"about_ca_topic_score_codex":0.0034361714,"about_ca_topic_score_gemma":0.008727731,"teacher_disagreement_score":0.050984863,"about_ca_system_score_codex":0.0010225113,"about_ca_system_score_gemma":0.001997917,"threshold_uncertainty_score":0.99974525},"labels":[],"label_agreement":null},{"id":"W2809768081","doi":"10.2196/10190","title":"Insights From a Text Messaging–Based Sexual and Reproductive Health Information Program in Tanzania (m4RH): Retrospective Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"FHI 360; United States Agency for International Development","keywords":"mHealth; Psychological intervention; Reproductive health; Tanzania; Population; Documentation; Computer science; Data collection; Medicine; Environmental health; Nursing; Geography; Statistics","score_opus":0.03996915167455582,"score_gpt":0.4313726868020927,"score_spread":0.39140353512753684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809768081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96360254,0.0021315224,0.001136511,0.018109987,0.00042038003,0.011325865,0.0003494156,0.000501755,0.0024220187],"genre_scores_gemma":[0.96974283,0.0009233334,0.0034950327,0.016477875,0.000662848,0.007981047,0.000582054,0.000045430974,0.00008953365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99265254,0.0012978489,0.0023664716,0.0013595186,0.00057656324,0.0017470445],"domain_scores_gemma":[0.9944792,0.0004885391,0.0015645524,0.0010374686,0.0005539783,0.0018763063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018462446,0.0004963968,0.0013263904,0.0012817451,0.0024915105,0.000050631694,0.00023029905,0.00046046363,0.00010754751],"category_scores_gemma":[0.00030260126,0.00046429076,0.00006364029,0.0030697873,0.00039944443,0.0006129234,0.00013894614,0.0015280026,0.00010236882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012132381,0.00087889563,0.72423524,0.0051220157,0.00014852578,0.0000035882629,0.031503435,0.000008823337,0.000010277092,0.017490534,0.01047233,0.20891307],"study_design_scores_gemma":[0.0026977696,0.0012505603,0.93538827,0.00015479467,0.00011780615,0.0000012074411,0.00318845,0.0034099927,0.000001713157,0.0019690113,0.05148836,0.00033208623],"about_ca_topic_score_codex":0.016173713,"about_ca_topic_score_gemma":0.017252015,"teacher_disagreement_score":0.21115299,"about_ca_system_score_codex":0.0011955275,"about_ca_system_score_gemma":0.0038649382,"threshold_uncertainty_score":0.9997809},"labels":[],"label_agreement":null},{"id":"W2809874821","doi":"10.2196/mhealth.9811","title":"mHealth App Patient Testing and Review of Educational Materials Designed for Self-Management of Gout Patients: Descriptive Qualitative Studies","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gout; mHealth; Medicine; Uric acid; Self-management; Disease; Limiting; Disease management; Physical therapy; Health management system; Alternative medicine; Family medicine; Intensive care medicine; Internal medicine; Nursing; Computer science; Pathology; Psychological intervention","score_opus":0.1235846216972408,"score_gpt":0.4425125618304615,"score_spread":0.3189279401332207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809874821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96603894,0.026388992,0.00008680448,0.0022511643,0.00024401172,0.0044874237,0.00017357027,0.000030638723,0.00029843615],"genre_scores_gemma":[0.91932845,0.021154096,0.056065522,0.0025638617,0.00016657794,0.00057191856,0.00006355949,0.00003506931,0.000050972856],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99726236,0.00030835276,0.0012027018,0.00042565944,0.00036176032,0.00043914357],"domain_scores_gemma":[0.99642396,0.00080556306,0.0010545579,0.00025074984,0.0011388785,0.00032628316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014233656,0.0002374452,0.0009179643,0.00013164156,0.00021143671,0.0000050073036,0.00006392624,0.00006806587,0.00001651818],"category_scores_gemma":[0.0007905821,0.0001920305,0.000038940958,0.00030957907,0.00024672996,0.00008814082,0.00007229346,0.00009009046,0.0000023238022],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025397243,0.0031052432,0.017759861,0.7631245,0.001069091,0.0000020959765,0.13182245,1.5525845e-7,0.000365944,0.0075464547,0.016267508,0.056396917],"study_design_scores_gemma":[0.03236214,0.07513492,0.59701633,0.14667156,0.008227267,0.000108132,0.11580153,0.00010526372,0.0035503546,0.011923441,0.0068937675,0.0022053195],"about_ca_topic_score_codex":0.00013251044,"about_ca_topic_score_gemma":0.0000035363046,"teacher_disagreement_score":0.616453,"about_ca_system_score_codex":0.0002924915,"about_ca_system_score_gemma":0.00061967154,"threshold_uncertainty_score":0.78307766},"labels":[],"label_agreement":null},{"id":"W2810222251","doi":"10.2196/mhealth.9487","title":"Testing a Smartphone App (Young with Diabetes) to Improve Self-Management of Diabetes Over 12 Months: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Region Hovedstaden; Herlev Hospital; Steno Diabetes Center Copenhagen","keywords":"Randomized controlled trial; Diabetes mellitus; Self-management; Mobile apps; mHealth; Smartphone application; Medicine; Diabetes management; Smartphone app; Type 2 diabetes; Physical therapy; Gerontology; Psychology; Computer science; Internet privacy; Multimedia; Psychological intervention; World Wide Web; Nursing; Internal medicine; Endocrinology","score_opus":0.025978689789307605,"score_gpt":0.3767715038810192,"score_spread":0.3507928140917116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810222251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9257377,0.0008858261,0.00025885057,0.0022826511,0.0014116591,0.060128573,0.000075930926,0.00043977742,0.00877903],"genre_scores_gemma":[0.89015484,0.00050244207,0.008839976,0.0070990645,0.0015981896,0.091005154,0.00003677303,0.00011584627,0.0006477354],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9905297,0.0015435497,0.0033819908,0.0011223947,0.00077042717,0.0026519177],"domain_scores_gemma":[0.99062353,0.0031913565,0.0021857587,0.0010046738,0.00068432256,0.00231036],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006772852,0.00062790787,0.0032399874,0.00046113125,0.0019359072,0.000025805191,0.00034593086,0.00038345842,0.00012644033],"category_scores_gemma":[0.0004969032,0.0004579447,0.00018764248,0.0009899695,0.00032580429,0.00016762166,0.00020122502,0.00087215286,0.00009611682],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8967909,0.0012703096,0.034898143,0.02054342,0.00044700567,0.0000025924687,0.0044458685,0.0000025663805,0.000080568454,0.00640413,0.008335938,0.026778549],"study_design_scores_gemma":[0.9531503,0.0035227742,0.031383272,0.001105949,0.0005785896,5.487574e-7,0.000608656,0.0014750756,0.00000997664,0.00046303697,0.0072248955,0.00047692884],"about_ca_topic_score_codex":0.0005068699,"about_ca_topic_score_gemma":0.0003623209,"teacher_disagreement_score":0.056359384,"about_ca_system_score_codex":0.00038679436,"about_ca_system_score_gemma":0.0021069578,"threshold_uncertainty_score":0.9997872},"labels":[],"label_agreement":null},{"id":"W2810797565","doi":"10.2196/mhealth.9912","title":"Evaluating the Carrot Rewards App, a Population-Level Incentive-Based Intervention Promoting Step Counts Across Two Canadian Provinces: Quasi-Experimental Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia; Western University","funders":"Diabetes Canada; Public Health Agency; Public Health Agency of Canada; Heart and Stroke Foundation of Canada","keywords":"Incentive; Baseline (sea); Loyalty; Population; Psychology; Intervention (counseling); Demography; Physical therapy; Medicine; Applied psychology; Environmental health; Marketing; Business; Economics","score_opus":0.18154667729432686,"score_gpt":0.5112589613553311,"score_spread":0.3297122840610043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810797565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954853,0.00011808911,0.000056578952,0.0012761444,0.0002199762,0.0024060856,0.000052137893,0.000050791343,0.0003349196],"genre_scores_gemma":[0.9979043,0.0000033975102,0.0002074693,0.0010580492,0.0005087487,0.00016062747,0.000047787278,0.000020517873,0.000089107925],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979495,0.000305827,0.0003967694,0.000359009,0.00040297076,0.0005859361],"domain_scores_gemma":[0.9988215,0.00006361734,0.00022666567,0.00023420001,0.00013454676,0.00051944534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014542278,0.00015687573,0.00031590243,0.00006582232,0.000993653,0.00004370751,0.00008436907,0.00005862526,0.000039954397],"category_scores_gemma":[0.000071642455,0.000116518575,0.000046964815,0.00021923937,0.00010628604,0.000107562846,0.000031489748,0.00033604453,0.000023594128],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037714017,0.02275516,0.42562044,0.0066233473,0.00014223784,0.00002281464,0.06864602,0.0000043702726,0.00022564115,0.0013479777,0.0011266991,0.4697139],"study_design_scores_gemma":[0.007953536,0.03192224,0.9192685,0.00081381266,0.000110114976,0.00001710628,0.008114235,0.029979555,0.00011570068,0.00015816989,0.0011886477,0.00035839778],"about_ca_topic_score_codex":0.18778642,"about_ca_topic_score_gemma":0.14471582,"teacher_disagreement_score":0.49364805,"about_ca_system_score_codex":0.0007955014,"about_ca_system_score_gemma":0.0014041853,"threshold_uncertainty_score":0.8708909},"labels":[],"label_agreement":null},{"id":"W2811004523","doi":"10.2196/mhealth.9283","title":"An mHealth Intervention to Improve Young Gay and Bisexual Men’s Sexual, Behavioral, and Mental Health in a Structurally Stigmatizing National Context","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health","keywords":"mHealth; Mental health; Medicine; Context (archaeology); Condom; Clinical psychology; Anxiety; Intervention (counseling); Motivational interviewing; Psychological intervention; Psychology; Psychiatry; Family medicine; Human immunodeficiency virus (HIV)","score_opus":0.08219486748524114,"score_gpt":0.4774631384947988,"score_spread":0.3952682710095577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811004523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845276,0.0017267616,0.00013788675,0.010930479,0.00012713873,0.0019698625,0.00032944014,0.000058124024,0.00019271951],"genre_scores_gemma":[0.9950856,0.00066515966,0.0010669428,0.001965129,0.00027646738,0.0001336937,0.00022799373,0.000034060933,0.00054496794],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99672776,0.00032764082,0.00089273596,0.000699488,0.00047942952,0.0008729338],"domain_scores_gemma":[0.99742275,0.00004180486,0.00024004435,0.00022122468,0.00022793576,0.0018462355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001540688,0.00026993031,0.0005466738,0.00060190953,0.0005838404,0.000110519024,0.00009302386,0.00011718296,0.00008868196],"category_scores_gemma":[0.000080611644,0.00024632335,0.00003705128,0.00031387308,0.00024428667,0.00040516304,0.000097059936,0.00045957332,0.000008575302],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022620745,0.0014600579,0.07371452,0.005153623,0.000046646728,0.000011619856,0.024638753,1.7302906e-7,0.0025595662,0.0017157452,0.03753668,0.85090053],"study_design_scores_gemma":[0.01194204,0.077802636,0.8681773,0.0013688809,0.000045401855,0.0004901368,0.027752057,0.0066648447,0.00007970118,0.00042668867,0.004661303,0.0005889901],"about_ca_topic_score_codex":0.007750689,"about_ca_topic_score_gemma":0.014112055,"teacher_disagreement_score":0.8503116,"about_ca_system_score_codex":0.0005859349,"about_ca_system_score_gemma":0.00077716424,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W2812483743","doi":"10.2196/10026","title":"Use of Mobile Devices to Help Cancer Patients Meet Their Information Needs in Non-Inpatient Settings: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Psychological intervention; Medicine; MEDLINE; Critical appraisal; Systematic review; Information needs; Mobile device; Nursing; Alternative medicine; Computer science; World Wide Web","score_opus":0.05454262709631238,"score_gpt":0.3885272822445286,"score_spread":0.33398465514821624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2812483743","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00464804,0.9811089,0.0000024570293,0.00015863791,0.00045582172,0.013052544,0.00048580064,0.000026383075,0.00006142568],"genre_scores_gemma":[0.0017795202,0.98748285,0.000020316731,0.006096853,0.00011547773,0.0039892006,0.00044448566,0.000039560433,0.000031733314],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959386,0.00030525867,0.0024651876,0.00027975446,0.00048768573,0.00052350044],"domain_scores_gemma":[0.99654955,0.00017916525,0.0017541866,0.00054273906,0.00041692003,0.0005574554],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090731133,0.00047081272,0.0036867207,0.0006587419,0.00007540063,0.000027570119,0.00016015935,0.00025400802,0.000019113113],"category_scores_gemma":[0.00013168217,0.00032021714,0.00022345514,0.0011778434,0.000036786332,0.00024725345,0.000084707266,0.00031279726,0.00001808072],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026317924,0.00007286889,0.00037767884,0.8859616,0.00003182664,2.6663596e-7,0.0038246987,8.832647e-8,2.777076e-9,0.0000031080713,0.0030959572,0.106605574],"study_design_scores_gemma":[0.00023642625,0.00072099763,0.00021480383,0.64479715,0.0007606153,0.000004181108,0.00044314426,0.0000036680485,1.1906898e-7,4.5462386e-7,0.3526262,0.0001922335],"about_ca_topic_score_codex":0.0016642009,"about_ca_topic_score_gemma":0.0012649643,"teacher_disagreement_score":0.34953025,"about_ca_system_score_codex":0.0006164544,"about_ca_system_score_gemma":0.0012038727,"threshold_uncertainty_score":0.999925},"labels":[],"label_agreement":null},{"id":"W28143805","doi":"10.2196/mhealth.6239","title":"Avaliação da qualidade da água no açude Belinzoni utilizando bioindicador Daphnia magna (Straus, 1820) associado ao IQA, Araranguá, SC","year":2013,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Daphnia magna; Biology; Chemistry; Toxicity","score_opus":0.06460298374674278,"score_gpt":0.36822814821042027,"score_spread":0.3036251644636775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28143805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97549677,0.00051547243,0.00018509728,0.011996109,0.00064884184,0.0016560109,0.00023203685,0.00021805977,0.009051618],"genre_scores_gemma":[0.9800232,0.000731796,0.0022269334,0.0111858165,0.00030136833,0.00020213678,0.00013522543,0.000048344587,0.00514517],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99505526,0.00064050517,0.0010461637,0.0008917709,0.0008800132,0.0014862871],"domain_scores_gemma":[0.9974495,0.00013474473,0.000518888,0.0006065084,0.000034477773,0.0012558699],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014426457,0.0004639664,0.00060317497,0.0001248098,0.0008328799,0.0002584769,0.00043670431,0.00034202816,0.007350233],"category_scores_gemma":[0.000049575247,0.00041165124,0.00012336612,0.00042659,0.00042336262,0.0005235309,0.00021885683,0.0006696143,0.005596916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006093945,0.0032922474,0.30633885,0.0033709025,0.00016304087,0.000055082688,0.018182687,0.00007030222,0.004234043,0.008204807,0.5024391,0.1530396],"study_design_scores_gemma":[0.0023721776,0.00063620444,0.8195164,0.00010169936,0.00005978858,0.00002742068,0.00052488793,0.0005856282,0.00014263546,0.0014028392,0.17388389,0.00074638636],"about_ca_topic_score_codex":0.009289936,"about_ca_topic_score_gemma":0.00031814908,"teacher_disagreement_score":0.51317763,"about_ca_system_score_codex":0.00047791383,"about_ca_system_score_gemma":0.00023075537,"threshold_uncertainty_score":0.9998335},"labels":[],"label_agreement":null},{"id":"W2814390729","doi":"10.2196/10237","title":"Health Care Apps Reported in Newspapers: Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Content analysis; mHealth; Internet privacy; Health care; Advertising; Medicine; Psychology; Computer science; Nursing; Business; Psychological intervention; Political science; Sociology","score_opus":0.16011739358174729,"score_gpt":0.49909200331117604,"score_spread":0.3389746097294287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2814390729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90402,0.014645507,0.00092000345,0.04961702,0.0014501133,0.014807389,0.00025821902,0.0006936521,0.0135881035],"genre_scores_gemma":[0.9464527,0.006552148,0.0015768355,0.037005734,0.0010493761,0.0061406214,0.0004010728,0.00007188787,0.0007496346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.990535,0.001312502,0.003336275,0.0013656196,0.0005620484,0.002888551],"domain_scores_gemma":[0.993162,0.00047761237,0.0016152523,0.0012632909,0.00057738717,0.0029044845],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029810015,0.00049031276,0.0015618056,0.0012069584,0.002793179,0.000021496266,0.0003153186,0.0004973467,0.0003641505],"category_scores_gemma":[0.00022572455,0.0004563204,0.00015687683,0.0031403361,0.00030049676,0.00018270283,0.00014635421,0.0015163406,0.00025498372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009070772,0.0004228702,0.7149068,0.008240969,0.00014482258,0.000013577427,0.031010365,0.0000042780202,0.000009136785,0.012669899,0.029250829,0.20241936],"study_design_scores_gemma":[0.0028977653,0.00072471,0.75218076,0.00026939882,0.00015953326,0.000008521832,0.012983249,0.0002333949,0.0000011629946,0.0002018882,0.22998074,0.0003588521],"about_ca_topic_score_codex":0.017105743,"about_ca_topic_score_gemma":0.05043778,"teacher_disagreement_score":0.2020605,"about_ca_system_score_codex":0.001460947,"about_ca_system_score_gemma":0.0058901072,"threshold_uncertainty_score":0.9997889},"labels":[],"label_agreement":null},{"id":"W2816553646","doi":"10.2196/11192","title":"Assessing the Attitudes and Perceptions Regarding the Use of Mobile Health Technologies for Living Kidney Donor Follow-Up: Survey Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"mHealth; Medicine; Family medicine; Gerontology; Psychological intervention; Nursing","score_opus":0.1379809233069053,"score_gpt":0.4443801897129054,"score_spread":0.30639926640600007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2816553646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99046206,0.00048742085,0.00077706715,0.005291972,0.00016189012,0.002658167,0.00005604875,0.00009161642,0.000013735664],"genre_scores_gemma":[0.9963516,0.0011330912,0.0006581796,0.0014490358,0.000068506284,0.00021529458,0.000028320539,0.000017541804,0.00007845121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857765,0.00027862316,0.0004124981,0.00025760304,0.00018130217,0.00029232638],"domain_scores_gemma":[0.99835104,0.00083428127,0.00023272166,0.00025795412,0.00018872495,0.00013527695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018405613,0.00012519177,0.0003003077,0.000119468634,0.0010022676,0.00008690037,0.00007048831,0.00006348382,0.000007950322],"category_scores_gemma":[0.0004334199,0.0000727593,0.000031674434,0.0002580177,0.00024157454,0.00019255704,0.00003084447,0.00019648156,8.366433e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016981758,0.00029593194,0.93237025,0.0018074464,0.000047708134,3.3222787e-7,0.0126054855,7.302206e-7,0.00005469888,0.0002239374,0.0016813499,0.050742332],"study_design_scores_gemma":[0.0010524825,0.0014834806,0.98583806,0.0002669849,0.000063379244,0.000015666878,0.009729753,0.00021382564,0.000009298701,0.000018501256,0.0012442602,0.000064288535],"about_ca_topic_score_codex":0.00083937496,"about_ca_topic_score_gemma":0.001328116,"teacher_disagreement_score":0.053467847,"about_ca_system_score_codex":0.000059407816,"about_ca_system_score_gemma":0.0004592207,"threshold_uncertainty_score":0.7708733},"labels":[],"label_agreement":null},{"id":"W2820624453","doi":"10.2196/10771","title":"Self-Management Education Through mHealth: Review of Strategies and Structures","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Advance Queensland; Australian e-Health Research Centre; Queensland Government; Commonwealth Scientific and Industrial Research Organisation","keywords":"mHealth; Computer science; Self-management; Internet privacy; Psychology; Medicine; Psychological intervention; Nursing; Artificial intelligence","score_opus":0.13014337089248817,"score_gpt":0.5333083293418741,"score_spread":0.40316495844938594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2820624453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023040653,0.96379584,0.000055744484,0.0013199045,0.0013051874,0.020718634,0.0002469069,0.00025254357,0.012282181],"genre_scores_gemma":[0.000015026992,0.9651636,0.0061344425,0.008764769,0.0012977279,0.017452322,0.0006325079,0.00014966872,0.0003899656],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.989253,0.0019808747,0.0046581463,0.0015370423,0.0006427693,0.0019281562],"domain_scores_gemma":[0.9911641,0.00085255044,0.0042755515,0.0014706857,0.0005374719,0.001699639],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026257324,0.0010145624,0.0039286413,0.00051399955,0.0019160131,0.00003270903,0.0005317683,0.0010501439,0.00019076832],"category_scores_gemma":[0.00010234894,0.00083141867,0.00024214934,0.0011072912,0.00032979366,0.0003604234,0.00031813674,0.0019906363,0.00010779563],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014638783,0.000094273615,0.000008730529,0.53119767,0.000030982355,4.6020963e-7,0.00036484035,3.0635017e-9,1.5492363e-9,0.053031817,0.024251573,0.391005],"study_design_scores_gemma":[0.00046778924,0.00026289874,0.0002107855,0.12441679,0.0010536565,0.000028316992,0.000943433,0.0000012207609,8.394125e-9,0.0033809638,0.8688356,0.0003985349],"about_ca_topic_score_codex":0.00050989253,"about_ca_topic_score_gemma":0.00009931884,"teacher_disagreement_score":0.84458405,"about_ca_system_score_codex":0.00066201,"about_ca_system_score_gemma":0.019410923,"threshold_uncertainty_score":0.99941367},"labels":[],"label_agreement":null},{"id":"W28288955","doi":"10.2196/mhealth.7275","title":"A Study of Middle Aged Women’s Health Status, Preparation for the Aged, and Perception of Successful Aging","year":2013,"lang":"en","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Consumer Perception and Purchasing Behavior","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Successful aging; Perception; Psychology; Medicine","score_opus":0.06800298750346753,"score_gpt":0.37721845637484214,"score_spread":0.30921546887137463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28288955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941235,0.0009697554,0.000018972563,0.00031982662,0.00042982065,0.003984424,0.00003473268,0.0000484721,0.00007045418],"genre_scores_gemma":[0.9958752,0.0011688909,0.000052635467,0.0005087296,0.00028651915,0.00089412177,0.0005121246,0.000046225166,0.00065556745],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976195,0.000087080225,0.00094076165,0.00046829993,0.00035136932,0.0005329885],"domain_scores_gemma":[0.99781513,0.00013299641,0.0014281177,0.00030336707,0.00023247924,0.00008791593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011046978,0.00030404655,0.00064334227,0.000413849,0.00073309086,0.00014955712,0.00013883704,0.00014587234,0.0001220979],"category_scores_gemma":[0.000043083346,0.00024665234,0.0000602664,0.00027845506,0.00006940365,0.0003877737,0.00003773813,0.00029503892,0.0000031737118],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031665058,0.0025612053,0.24434847,0.06679312,0.0001616745,9.487211e-7,0.29898837,0.000016029473,0.0003802595,0.0005603372,0.0073381546,0.37568492],"study_design_scores_gemma":[0.0018091407,0.00043936886,0.86569405,0.00030148347,0.00016972929,8.2043965e-7,0.12929659,0.00024629614,7.4231235e-7,0.00007244287,0.001752106,0.00021724636],"about_ca_topic_score_codex":0.013915654,"about_ca_topic_score_gemma":0.010105057,"teacher_disagreement_score":0.6213456,"about_ca_system_score_codex":0.0001349403,"about_ca_system_score_gemma":0.00030681057,"threshold_uncertainty_score":0.99999857},"labels":[],"label_agreement":null},{"id":"W2836815702","doi":"10.2196/10123","title":"To Prompt or Not to Prompt? A Microrandomized Trial of Time-Varying Push Notifications to Increase Proximal Engagement With a Mobile Health App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":202,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"mHealth; Push technology; Medicine; Randomized controlled trial; Internet privacy; Psychology; Computer science; Psychological intervention; World Wide Web; Nursing","score_opus":0.08409544477601527,"score_gpt":0.46575313116626327,"score_spread":0.381657686390248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2836815702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8320628,0.00017116021,0.0043714982,0.033640385,0.0006127314,0.12695286,0.00069937686,0.00050167687,0.0009875267],"genre_scores_gemma":[0.62088656,0.00046692905,0.06132001,0.065217264,0.0022929497,0.24592178,0.00028668137,0.00026181564,0.0033459975],"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888976,0.0020637894,0.0034331086,0.0017152451,0.000930509,0.002959753],"domain_scores_gemma":[0.9883542,0.0011793865,0.001441181,0.0015787513,0.001018067,0.0064284336],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0071717096,0.00069024425,0.0019548712,0.0009885302,0.0036203535,0.000042514934,0.00060110696,0.00032777988,0.00044021523],"category_scores_gemma":[0.0007727062,0.0005423644,0.00010642366,0.0023366155,0.00018715666,0.00017224142,0.0003488689,0.0011357454,0.00096348673],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6483007,0.004137078,0.0009850247,0.016671099,0.00011171708,0.000006260689,0.042052284,0.000034589222,0.0012658652,0.0016845451,0.11409361,0.1706572],"study_design_scores_gemma":[0.19505467,0.059325464,0.01158871,0.003269262,0.00026288515,0.000031722255,0.0042685494,0.00050335523,0.00030154962,0.00012914605,0.72354764,0.0017170721],"about_ca_topic_score_codex":0.0035523623,"about_ca_topic_score_gemma":0.0019248675,"teacher_disagreement_score":0.60945404,"about_ca_system_score_codex":0.0009353818,"about_ca_system_score_gemma":0.012567425,"threshold_uncertainty_score":0.9998144},"labels":[],"label_agreement":null},{"id":"W2838688296","doi":"10.2196/mhealth.9888","title":"Mobile Apps for Blood Pressure Monitoring: Systematic Search in App Stores and Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Radboud Institute for Health Sciences; Radboud Universitair Medisch Centrum; Radboud Universiteit","keywords":"Android (operating system); Mobile apps; mHealth; App store; Computer science; Android app; World Wide Web; Internet privacy; Medicine; Operating system; Psychological intervention; Nursing","score_opus":0.14959892156564628,"score_gpt":0.4872128776137224,"score_spread":0.3376139560480761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2838688296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940057,0.030364059,0.0006756917,0.001415211,0.0005635335,0.026000613,0.0002377115,0.00022529645,0.0004608827],"genre_scores_gemma":[0.9500108,0.006156339,0.001292644,0.0011719664,0.00069118204,0.03943162,0.00005327598,0.000052481344,0.0011397032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940515,0.0009137861,0.0019010578,0.00093027216,0.00039898502,0.0018043992],"domain_scores_gemma":[0.9952636,0.0012644816,0.0006389172,0.0007229846,0.00047065163,0.001639412],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003717732,0.00035646843,0.0012984442,0.0007297425,0.0019124867,0.000026840413,0.00023827975,0.00042397412,0.000039862425],"category_scores_gemma":[0.00021066469,0.00030799297,0.0000927777,0.0010843775,0.00021364927,0.00013106933,0.00011651043,0.00082296366,0.000027801396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001038903,0.00078366394,0.577741,0.3733984,0.0004659001,0.000003253672,0.019305276,0.000016289312,0.000057375626,0.012733231,0.0024304488,0.0120262215],"study_design_scores_gemma":[0.017207077,0.0063075493,0.8499236,0.010224476,0.006583036,0.000024892013,0.037156735,0.009456125,0.000059205635,0.0012504825,0.06032142,0.0014853807],"about_ca_topic_score_codex":0.0019026956,"about_ca_topic_score_gemma":0.0010674623,"teacher_disagreement_score":0.3631739,"about_ca_system_score_codex":0.00015354494,"about_ca_system_score_gemma":0.0012254845,"threshold_uncertainty_score":0.99993724},"labels":[],"label_agreement":null},{"id":"W2844894817","doi":"10.2196/mhealth.9217","title":"Assessing the Privacy of mHealth Apps for Self-Tracking: Heuristic Evaluation Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Science Foundation Ireland","keywords":"mHealth; Computer science; Internet privacy; Tracking (education); Heuristic; Psychology; Artificial intelligence; Psychological intervention","score_opus":0.22435096661393936,"score_gpt":0.5483109870056585,"score_spread":0.3239600203917191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2844894817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8813302,0.00639928,0.028342463,0.019148948,0.0026055987,0.04701849,0.00022380991,0.000678636,0.014252561],"genre_scores_gemma":[0.9619453,0.0013507612,0.011843739,0.006210492,0.0017796525,0.016468946,0.00018656306,0.00009178681,0.00012273634],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99184364,0.0018344242,0.0024573188,0.0009819963,0.0008356023,0.0020470025],"domain_scores_gemma":[0.9916425,0.002257183,0.0020374183,0.0011549543,0.0016538352,0.0012541097],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011340766,0.00042448175,0.00086003094,0.00030126804,0.005141976,0.0000443882,0.0004976243,0.00046863608,0.00007947589],"category_scores_gemma":[0.00091494835,0.00032191537,0.00011301853,0.00087337993,0.00037272018,0.00032919066,0.00013781872,0.0011152604,0.000043202013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012267655,0.0023424565,0.070625834,0.079304315,0.000103325634,6.4395203e-7,0.036795676,0.00001949955,0.00009426072,0.1545302,0.08339772,0.5715593],"study_design_scores_gemma":[0.0097186,0.00213634,0.5214682,0.00082382874,0.0007695065,0.000031046322,0.011227829,0.043604013,0.000025328642,0.018603586,0.3907304,0.0008613204],"about_ca_topic_score_codex":0.00042034854,"about_ca_topic_score_gemma":0.00009821601,"teacher_disagreement_score":0.57069796,"about_ca_system_score_codex":0.0006267369,"about_ca_system_score_gemma":0.0077486355,"threshold_uncertainty_score":0.9999233},"labels":[],"label_agreement":null},{"id":"W2848395077","doi":"10.2196/10893","title":"Effect of a Mobile Phone Intervention on Quitting Smoking in a Young Adult Population of Smokers: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Impact; Public Health Ontario; University of Toronto; McMaster University; University of Waterloo","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Health Canada; University of Waterloo","keywords":"Medicine; Abstinence; Randomized controlled trial; Smoking cessation; mHealth; Young adult; Population; Physical therapy; Odds ratio; Psychological intervention; Demography; Internal medicine; Psychiatry; Environmental health","score_opus":0.023528625310585253,"score_gpt":0.39874494953682466,"score_spread":0.3752163242262394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2848395077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936199,0.00011109479,0.000043291482,0.000059589383,0.00048771754,0.0054605934,0.0000027995418,0.000024591045,0.00019041135],"genre_scores_gemma":[0.9989184,0.00007572416,0.00001881442,0.000053186326,0.000222724,0.0006412918,0.000038736805,0.000014671739,0.000016463788],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971898,0.0007868027,0.0012178168,0.00022586905,0.00034481694,0.00023489959],"domain_scores_gemma":[0.99823093,0.0005026087,0.00087410863,0.00015665233,0.00013262051,0.00010307234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004441588,0.00014653768,0.0014378821,0.0003521642,0.00006408206,0.000006763285,0.000033383938,0.00014002444,0.000025908634],"category_scores_gemma":[0.00064418867,0.00010732922,0.00020445236,0.0002357942,0.000081029015,0.00006120004,0.000010810523,0.00020197379,3.334873e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8600773,0.00032539354,0.1226476,0.0015958428,0.000026474852,7.4942056e-7,0.0014790463,0.0000010264024,0.0000650912,0.000107016574,0.000006671126,0.013667779],"study_design_scores_gemma":[0.8706271,0.007445164,0.11890375,0.0012811556,0.00032876473,0.0000042185547,0.00019316273,0.0005382959,0.00057248585,0.00004093239,4.3650903e-7,0.00006450324],"about_ca_topic_score_codex":0.0030627328,"about_ca_topic_score_gemma":0.00012442912,"teacher_disagreement_score":0.013603276,"about_ca_system_score_codex":0.0001388467,"about_ca_system_score_gemma":0.00007229629,"threshold_uncertainty_score":0.4629956},"labels":[],"label_agreement":null},{"id":"W28634153","doi":"10.2196/mhealth.6497","title":"Model Driven Architecture in Adaptive Library Generation","year":2008,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architecture; Computer science; Geography","score_opus":0.07859032508813274,"score_gpt":0.31963828411284345,"score_spread":0.2410479590247107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28634153","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3097141,0.0008755887,0.68593585,0.0022834088,0.00011916115,0.00037523767,0.000030861902,0.00012906226,0.0005367118],"genre_scores_gemma":[0.7906238,0.00076566247,0.2064869,0.0016829354,0.00016168172,0.000054388714,0.00002714864,0.000011159177,0.00018637531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988156,0.00008361118,0.0002636086,0.00035997172,0.00014299066,0.00033424518],"domain_scores_gemma":[0.99934685,0.000026225802,0.000095121286,0.00028126742,0.000014576396,0.00023596062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009434321,0.00012224658,0.00018942654,0.00012749028,0.00023265897,0.000013743009,0.00013316012,0.0000563632,0.000001938306],"category_scores_gemma":[0.000005170093,0.00010527549,0.000018015984,0.0002401123,0.000046420013,0.0007372587,0.000099261444,0.0002052465,0.00000435576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016927843,0.00029009383,0.013392488,0.0007464073,0.000009439458,0.0001541272,0.024226803,0.0274951,0.00029427628,0.8184717,0.014078022,0.100672245],"study_design_scores_gemma":[0.00083471613,0.0003023729,0.022531856,0.00006571223,0.0000019631086,0.0001305864,0.000076234355,0.9632062,0.00006183739,0.0028796487,0.009592885,0.00031601946],"about_ca_topic_score_codex":0.00006801137,"about_ca_topic_score_gemma":0.00012831179,"teacher_disagreement_score":0.9357111,"about_ca_system_score_codex":0.0000318773,"about_ca_system_score_gemma":0.0004144778,"threshold_uncertainty_score":0.42930096},"labels":[],"label_agreement":null},{"id":"W2878891321","doi":"10.2196/10460","title":"The Remote Food Photography Method and SmartIntake App for the Assessment of Alcohol Use in Young Adults: Feasibility Study and Comparison to Standard Assessment Methodology","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Photography; Smartphone app; Psychology; mHealth; Applied psychology; Multimedia; Computer science; Internet privacy; Psychological intervention; Visual arts; Art; Psychiatry","score_opus":0.23860810452501846,"score_gpt":0.529970935791837,"score_spread":0.2913628312668185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2878891321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96667975,0.0013052281,0.01842959,0.007268748,0.00015545107,0.0059451885,0.00012560363,0.000016010717,0.000074402546],"genre_scores_gemma":[0.9169929,0.0009488251,0.08079633,0.00090325816,0.00009768844,0.00023684959,0.0000065554377,0.000012302099,0.0000052690284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975094,0.0006220681,0.0006874286,0.00045797025,0.00029629632,0.0004268412],"domain_scores_gemma":[0.99663526,0.0022632962,0.00024145297,0.0003075149,0.0002660724,0.00028643088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051272577,0.00017900518,0.0006733275,0.00009271087,0.00060415803,0.000031539712,0.00006895241,0.00006430238,0.000002245797],"category_scores_gemma":[0.0002366497,0.000104184975,0.00005033288,0.00025409108,0.0002297706,0.000037314454,0.00010425872,0.00025757338,4.7148152e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051328614,0.0005430082,0.9524342,0.0008676125,0.00010900081,6.5193376e-7,0.0020416067,5.7201953e-7,0.000018486886,0.0008136907,0.00096038816,0.037077967],"study_design_scores_gemma":[0.005767879,0.012594839,0.9687399,0.00009592234,0.00012998254,0.0000091213815,0.008103098,0.0012612249,0.000009382113,0.0009172942,0.0022845895,0.00008673355],"about_ca_topic_score_codex":0.0019391258,"about_ca_topic_score_gemma":0.0145910075,"teacher_disagreement_score":0.062366743,"about_ca_system_score_codex":0.000108888664,"about_ca_system_score_gemma":0.00019044035,"threshold_uncertainty_score":0.81421244},"labels":[],"label_agreement":null},{"id":"W2880194000","doi":"10.2196/10291","title":"Patient Perceptions of Their Own Data in mHealth Technology–Enabled N-of-1 Trials for Chronic Pain: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"mHealth; Qualitative research; Chronic pain; Medicine; Physical therapy; Clinical trial; Perception; Psychology; Psychological intervention; Nursing; Internal medicine","score_opus":0.26400816422699175,"score_gpt":0.5541257360073327,"score_spread":0.290117571780341,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2880194000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847323,0.0016731443,0.0004896819,0.0034827401,0.00079713925,0.006287122,0.0020735536,0.00006642092,0.00039790236],"genre_scores_gemma":[0.99723566,0.00007303454,0.0006648415,0.00036126026,0.00016053485,0.0011575457,0.00019860528,0.000038338872,0.00011019384],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99276936,0.0024583598,0.0028146897,0.0008063962,0.00024409169,0.00090709433],"domain_scores_gemma":[0.9952349,0.0014579381,0.0014932468,0.0012118982,0.0002629817,0.00033901667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010574792,0.00027791754,0.0012235977,0.0007439573,0.00025823966,0.0000120869,0.0004616195,0.00022211955,0.00015841836],"category_scores_gemma":[0.0006524191,0.00023468724,0.00010106037,0.00086304237,0.00046580093,0.00017995073,0.00020102333,0.00033362294,0.000018659382],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003691376,0.015139294,0.01939348,0.009250578,0.0002514644,0.0000038411417,0.2176779,6.296819e-7,0.000034178825,0.021123335,0.013082918,0.700351],"study_design_scores_gemma":[0.019322671,0.12312611,0.18222466,0.0022042177,0.00026046592,0.000026260079,0.6392453,0.0003644577,0.00008934684,0.024047414,0.008205641,0.00088345277],"about_ca_topic_score_codex":0.0014865925,"about_ca_topic_score_gemma":0.0035617938,"teacher_disagreement_score":0.69946754,"about_ca_system_score_codex":0.00034169803,"about_ca_system_score_gemma":0.00080755405,"threshold_uncertainty_score":0.9570268},"labels":[],"label_agreement":null},{"id":"W2882327091","doi":"10.2196/mhealth.9656","title":"Using a ResearchKit Smartphone App to Collect Rheumatoid Arthritis Symptoms From Real-World Participants: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Social media; Rheumatoid arthritis; Physical therapy; mHealth; Wrist; Data collection; Parade; Wrist pain; Physical medicine and rehabilitation; Psychological intervention; Computer science; Surgery; Internal medicine; World Wide Web; Psychiatry","score_opus":0.14621833775601456,"score_gpt":0.453746499509335,"score_spread":0.30752816175332043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2882327091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98841274,0.004045629,0.00005622474,0.0019831322,0.00023029231,0.004102238,0.00012335616,0.00020444268,0.00084193767],"genre_scores_gemma":[0.98077226,0.01639992,0.00086181215,0.000921945,0.0003847263,0.00030375825,0.000031891177,0.00006837179,0.0002552961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99427885,0.00073445763,0.0009864458,0.0010398548,0.001049964,0.001910442],"domain_scores_gemma":[0.99524504,0.00030733607,0.0001724063,0.0009305765,0.00041830484,0.0029263243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021812157,0.0003678429,0.0010464451,0.000549164,0.001109991,0.00014658691,0.00020473062,0.00011249043,0.0005202673],"category_scores_gemma":[0.00041452298,0.00032948816,0.000085296706,0.0013247714,0.0004655625,0.00019281874,0.00020168649,0.0005844458,0.00018100067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009354732,0.0031516852,0.8898909,0.0004143858,0.00022072015,0.00015148874,0.014023386,7.7228634e-7,0.0008210668,0.00024544104,0.010015253,0.07171017],"study_design_scores_gemma":[0.0108688595,0.009662298,0.9672281,0.0010897231,0.000014002071,0.000052635358,0.0027403426,0.0005636055,0.00023103919,0.00066510466,0.0064621344,0.00042215278],"about_ca_topic_score_codex":0.019569138,"about_ca_topic_score_gemma":0.027172504,"teacher_disagreement_score":0.0773372,"about_ca_system_score_codex":0.0004942833,"about_ca_system_score_gemma":0.0017579457,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W2883214597","doi":"10.2196/10502","title":"An mHealth Management Platform for Patients with Chronic Obstructive Pulmonary Disease (efil breath): Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; COPD; Medicine; Randomized controlled trial; Physical therapy; Pulmonary rehabilitation; Clinical trial; Rehabilitation; Quality of life (healthcare); Psychological intervention; Internal medicine; Nursing","score_opus":0.021763549733272734,"score_gpt":0.3482037970589073,"score_spread":0.3264402473256346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883214597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95309156,0.001855886,0.00025804644,0.001216556,0.0005847122,0.040617183,0.00034430073,0.00017403366,0.0018577462],"genre_scores_gemma":[0.9871918,0.00074997,0.00093735347,0.0008178089,0.0018097782,0.006950602,0.0007789777,0.000122069236,0.0006416265],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99425286,0.00041616682,0.0012496245,0.0012893365,0.0011176687,0.001674322],"domain_scores_gemma":[0.99425167,0.00048294506,0.0006259888,0.00090850116,0.0006293206,0.003101588],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014221341,0.000633158,0.00230783,0.00048505032,0.00088790664,0.000066127184,0.00024635138,0.00018008018,0.00017814242],"category_scores_gemma":[0.0001307223,0.00044707416,0.00035205644,0.0004060907,0.0009099172,0.0003876637,0.00008864968,0.0004451002,0.000019312143],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9422063,0.0021961974,0.00527006,0.005977174,0.0002695394,0.000045124125,0.00023848756,0.0000013315951,8.371464e-7,0.002473486,0.00021851486,0.041102916],"study_design_scores_gemma":[0.72080135,0.0041727945,0.268399,0.00021688876,0.0009702591,0.000011917146,0.00015860065,0.0031387461,7.043957e-7,0.0011129677,0.00069755706,0.00031923308],"about_ca_topic_score_codex":0.00014095647,"about_ca_topic_score_gemma":0.000042215794,"teacher_disagreement_score":0.26312894,"about_ca_system_score_codex":0.0015222082,"about_ca_system_score_gemma":0.0029287199,"threshold_uncertainty_score":0.9997981},"labels":[],"label_agreement":null},{"id":"W2883411829","doi":"10.2196/10527","title":"Accuracy of Fitbit Devices: Systematic Review and Narrative Syntheses of Quantitative Data","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":665,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Children's Hospital; Research Canada; University of British Columbia","funders":"Canadian Institutes of Health Research; Simon Fraser University","keywords":"Activity tracker; CINAHL; Applied psychology; Social desirability bias; Health care; MEDLINE; Actigraphy; Physical activity; Psychology; Computer science; Medicine; Physical therapy; Psychological intervention; Social psychology; Nursing","score_opus":0.38529613038666605,"score_gpt":0.5352680237276652,"score_spread":0.1499718933409992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883411829","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011394529,0.9920202,0.00000971342,0.0006516001,0.000049596107,0.0061181826,0.0008272502,0.00002190114,0.00018764903],"genre_scores_gemma":[0.00080819015,0.9974637,0.00040730447,0.00074350805,0.000097213815,0.00017804388,0.00022630392,0.00004114071,0.000034590823],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99535435,0.00093032053,0.0021353066,0.0007271878,0.00039329918,0.00045952742],"domain_scores_gemma":[0.9909057,0.0035693927,0.0034299728,0.0012166486,0.00027426853,0.00060401956],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001793439,0.00047743268,0.008286051,0.00020289504,0.0001770742,0.000009833163,0.0003344088,0.0002485401,0.000022372382],"category_scores_gemma":[0.0023889705,0.0003124654,0.00017215079,0.0004969397,0.00039703847,0.00023878197,0.00022513745,0.00059423875,0.0000094930865],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000436741,0.00033251304,0.0000029575228,0.97294605,0.00019844351,0.000001944913,0.00091400254,7.3782835e-10,4.3668418e-8,0.0006702159,0.0007263308,0.024163807],"study_design_scores_gemma":[0.00024232977,0.0020041827,0.000026558833,0.94831467,0.00802762,0.00008522849,0.00045589588,0.000010538459,2.046027e-7,0.00006746827,0.040539403,0.00022588395],"about_ca_topic_score_codex":0.00025345926,"about_ca_topic_score_gemma":0.00007717234,"teacher_disagreement_score":0.03981307,"about_ca_system_score_codex":0.0000937305,"about_ca_system_score_gemma":0.0026286992,"threshold_uncertainty_score":0.99993277},"labels":[],"label_agreement":null},{"id":"W2883454068","doi":"10.2196/10718","title":"Measuring the Quality of Mobile Apps for the Management of Pain: Systematic Search and Evaluation Using the Mobile App Rating Scale","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Rating scale; Scale (ratio); Quality (philosophy); mHealth; Pain management; Computer science; Psychology; Applied psychology; Medicine; World Wide Web; Physical therapy; Psychiatry; Psychological intervention","score_opus":0.2807556820858693,"score_gpt":0.5376577897405806,"score_spread":0.25690210765471133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883454068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92237055,0.013736239,0.008998306,0.002493517,0.00038105418,0.05157055,0.000070910544,0.000051883148,0.00032697286],"genre_scores_gemma":[0.9608602,0.0021020675,0.001300978,0.0012174838,0.00028714776,0.03412793,0.000011112692,0.00003099736,0.00006211281],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9920538,0.0036759223,0.0021475349,0.00043569593,0.0007906061,0.0008964497],"domain_scores_gemma":[0.9921641,0.0044330386,0.0012936197,0.00093296124,0.0008467649,0.0003295555],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.038705654,0.00021734324,0.0006349119,0.00009031171,0.004273179,0.00001634026,0.00034420606,0.00014891718,0.000022810822],"category_scores_gemma":[0.0001935915,0.000114951705,0.00007347821,0.00049294304,0.00044417317,0.000073573705,0.00015886565,0.00049340463,0.000003268046],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074353936,0.00033092563,0.009942264,0.75556415,0.00015557298,1.0912998e-7,0.042688314,0.00037933906,0.00013153307,0.018053673,0.0011599527,0.17085059],"study_design_scores_gemma":[0.010553421,0.0029784262,0.12964016,0.024687476,0.0017984645,0.000017400656,0.42315206,0.39278445,0.0001564004,0.0037275048,0.009591063,0.0009131721],"about_ca_topic_score_codex":0.0013762915,"about_ca_topic_score_gemma":0.00051596225,"teacher_disagreement_score":0.7308767,"about_ca_system_score_codex":0.00021942302,"about_ca_system_score_gemma":0.0011233961,"threshold_uncertainty_score":0.9970231},"labels":[],"label_agreement":null},{"id":"W2883493213","doi":"10.2196/mhealth.8146","title":"Using Mobile Health to Enhance Outcomes of Noncommunicable Diseases Care in Rural Settings and Refugee Camps: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"United Nations Relief and Works Agency for Palestine Refugees; Ministry of Public Health","keywords":"mHealth; Medicine; Psychological intervention; Randomized controlled trial; eHealth; Environmental health; Health care; Intervention (counseling); Rural health; Refugee; Disadvantaged; Rural area; Gerontology; Family medicine; Nursing; Geography","score_opus":0.04108753983014754,"score_gpt":0.4949186251734946,"score_spread":0.45383108534334704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883493213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9306905,0.013256022,0.00011884311,0.0044518244,0.0007194432,0.050014883,0.00017515525,0.00012028413,0.00045303852],"genre_scores_gemma":[0.93445957,0.007193043,0.0032330686,0.012326826,0.0005124786,0.041961275,0.0000651511,0.00006982591,0.00017875807],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.989485,0.0034045996,0.0039245104,0.0007610994,0.00048602142,0.0019387584],"domain_scores_gemma":[0.9908636,0.0030129075,0.0025635369,0.0009417317,0.0004611245,0.002157091],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0051679257,0.00050025433,0.0041449796,0.0005927445,0.0019628343,0.000018398585,0.00032245135,0.00034121182,0.00007551842],"category_scores_gemma":[0.0010358336,0.00039883642,0.00017278844,0.0007102492,0.00045809773,0.0001694382,0.000261768,0.0009516729,0.000020144596],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87876344,0.00064131705,0.029612781,0.011756966,0.000057729292,0.0000012562682,0.021369971,0.000007199134,0.000011793177,0.0033637865,0.0021221787,0.05229158],"study_design_scores_gemma":[0.9494711,0.00383841,0.014519465,0.0016258913,0.00016332489,0.0000035908856,0.012258534,0.0005523883,0.0000040643386,0.00055245426,0.016493227,0.00051751855],"about_ca_topic_score_codex":0.006498141,"about_ca_topic_score_gemma":0.0035147471,"teacher_disagreement_score":0.070707686,"about_ca_system_score_codex":0.00067578146,"about_ca_system_score_gemma":0.004913511,"threshold_uncertainty_score":0.99984634},"labels":[],"label_agreement":null},{"id":"W2883509187","doi":"10.2196/10076","title":"Key Elements of mHealth Interventions to Successfully Increase Physical Activity: Meta-Regression","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Karl-Franzens-Universität Graz; Austrian Science Fund","keywords":"Psychological intervention; mHealth; Behavior change methods; Moderation; Meta-analysis; Behavior change; Intervention (counseling); Randomized controlled trial; Psychology; Applied psychology; Behavioural sciences; Physical activity; Baseline (sea); Mobile phone; Clinical psychology; Computer science; Medicine; Social psychology; Physical therapy; Psychotherapist","score_opus":0.1619615932827036,"score_gpt":0.4812248202094554,"score_spread":0.3192632269267518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883509187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98530126,0.00020948048,0.0004385774,0.011384442,0.00015019721,0.0013243734,0.00011414384,0.00008437725,0.0009931684],"genre_scores_gemma":[0.9951146,0.0002225469,0.0009927856,0.0025086524,0.00071446307,0.00014038678,0.000028156794,0.00003536086,0.00024300262],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969805,0.00031582537,0.0006418709,0.000622986,0.00057931145,0.00085951906],"domain_scores_gemma":[0.9966531,0.00018758589,0.00049491937,0.00051487406,0.00025504845,0.0018944766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007903996,0.00034237662,0.0014536789,0.00030916568,0.00042868155,0.000018010458,0.00014571875,0.00012229942,0.00012159082],"category_scores_gemma":[0.00014157388,0.00024467823,0.00032578272,0.0006096274,0.00022306979,0.00023948132,0.00015074543,0.0005282588,0.00006003857],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02551374,0.06833605,0.05124732,0.11002011,0.001995809,0.000069241425,0.017667124,0.0000035045562,0.01148831,0.025485557,0.034873325,0.6532999],"study_design_scores_gemma":[0.009559082,0.039189074,0.9142928,0.0032170531,0.0047747153,0.00009263046,0.0006190959,0.00154724,0.006551188,0.0037852807,0.015327332,0.0010445111],"about_ca_topic_score_codex":0.0016622964,"about_ca_topic_score_gemma":0.00036062152,"teacher_disagreement_score":0.86304545,"about_ca_system_score_codex":0.00020118797,"about_ca_system_score_gemma":0.00087378226,"threshold_uncertainty_score":0.9977688},"labels":[],"label_agreement":null},{"id":"W2883525738","doi":"10.2196/11076","title":"Teleconsultation Using Mobile Phones for Diagnosis and Acute Care of Burn Injuries Among Emergency Physicians: Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Think aloud protocol; Referral; Mobile phone; Mobile device; Medical emergency; mHealth; Medicine; Computer science; World Wide Web; Nursing; Human–computer interaction; Psychological intervention","score_opus":0.06228586341099314,"score_gpt":0.5214196450894494,"score_spread":0.45913378167845625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883525738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97703415,0.0044742837,0.0018794584,0.00039148156,0.0011367894,0.014497439,0.0003742956,0.00010726908,0.00010481646],"genre_scores_gemma":[0.95105296,0.007004678,0.0115158195,0.0006467101,0.0007733984,0.02877204,0.00008543243,0.000068740614,0.00008020937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99498105,0.0010051429,0.001796659,0.0007734729,0.0002464335,0.001197234],"domain_scores_gemma":[0.99555373,0.0009095639,0.0013126407,0.0005010579,0.00096822577,0.0007547518],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017196959,0.00035468972,0.0008748085,0.00031255826,0.0028421322,0.000010870561,0.00016937208,0.0002981097,0.000061354236],"category_scores_gemma":[0.00019639758,0.0003382211,0.00006890183,0.00066254725,0.00031114626,0.00023387872,0.00011312145,0.00047704316,0.000006482969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044658445,0.00048462767,0.5038543,0.010696758,0.00005273973,3.1304734e-7,0.047274843,0.0000016732109,0.000075137,0.0006375681,0.0033604277,0.4331151],"study_design_scores_gemma":[0.004073429,0.0048821545,0.8620648,0.0005288075,0.00049058313,0.0000022557092,0.09976583,0.0007822679,0.00022851497,0.0011834392,0.02544952,0.0005484309],"about_ca_topic_score_codex":0.0018439506,"about_ca_topic_score_gemma":0.0019377074,"teacher_disagreement_score":0.43256664,"about_ca_system_score_codex":0.0001900951,"about_ca_system_score_gemma":0.0009342482,"threshold_uncertainty_score":0.99990696},"labels":[],"label_agreement":null},{"id":"W2883585614","doi":"10.2196/10748","title":"Veterans’ Attitudes Toward Smartphone App Use for Mental Health Care: Qualitative Study of Rurality and Age Differences","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Veterans Affairs","keywords":"Rurality; Mental health; Veterans Affairs; Tracking (education); mHealth; Telehealth; Gerontology; Psychology; Health care; Medicine; Telemedicine; Rural area; Nursing; Psychiatry; Psychological intervention","score_opus":0.20521714534110366,"score_gpt":0.5330725875625162,"score_spread":0.3278554422214125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883585614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99050665,0.0016946266,0.00007677035,0.0023693715,0.0010198007,0.0031962558,0.00090984954,0.00006904089,0.00015760736],"genre_scores_gemma":[0.9973691,0.00007099332,0.0005448702,0.0010735712,0.00012951881,0.0004611931,0.00010032896,0.000029238176,0.00022118622],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99656963,0.00072054716,0.0010710219,0.00063122227,0.000261427,0.00074615196],"domain_scores_gemma":[0.9980923,0.00032474255,0.0005112813,0.0003215029,0.00012429515,0.00062587584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085363566,0.00027825203,0.0007288445,0.00016519055,0.0005117158,0.00005750203,0.00014716329,0.000094984214,0.00003195706],"category_scores_gemma":[0.000028100158,0.0002483737,0.00006943847,0.0001933653,0.00041818168,0.00022100339,0.00007877538,0.00019000651,0.000008690634],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002639821,0.003920254,0.03511564,0.006749176,0.00012344557,0.0000028747916,0.87749666,1.2721897e-8,0.0000042167812,0.006185487,0.004442281,0.06332014],"study_design_scores_gemma":[0.0047989353,0.025490144,0.7943567,0.00022373143,0.000035615034,0.0000116720485,0.17302193,0.0000028949366,0.0000054711336,0.00060572545,0.0011894011,0.00025775237],"about_ca_topic_score_codex":0.007802708,"about_ca_topic_score_gemma":0.0048168297,"teacher_disagreement_score":0.7592411,"about_ca_system_score_codex":0.00019238633,"about_ca_system_score_gemma":0.00016703003,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W2884140135","doi":"10.2196/10855","title":"Training Cognitive Functions Using Mobile Apps in Breast Cancer Patients: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Breast cancer; Cognitive training; eHealth; Population; Intervention (counseling); Medicine; Psychology; Clinical psychology; Health care; Cancer; Psychiatry","score_opus":0.13087176433077574,"score_gpt":0.45606299283106766,"score_spread":0.3251912285002919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884140135","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003594035,0.9818842,0.000007412395,0.0001616244,0.00047690287,0.015826153,0.00097274035,0.00007050208,0.00024109996],"genre_scores_gemma":[0.00036709025,0.9900068,0.00001367104,0.0021182462,0.00047687264,0.006454684,0.00031841238,0.00009935222,0.00014485771],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953646,0.000546458,0.001961095,0.0008061961,0.00043491583,0.00088674994],"domain_scores_gemma":[0.99699986,0.00035174502,0.001329617,0.00027612713,0.00047974478,0.0005629185],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00085937325,0.0006724976,0.0048192013,0.00050469453,0.00033823735,0.00001894396,0.000082583785,0.00030348133,0.000107649015],"category_scores_gemma":[0.0001930172,0.0005126228,0.00030854068,0.0010748251,0.00019327702,0.00010638503,0.000074879244,0.0009161928,0.00004998675],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045171222,0.00018222987,0.00021233308,0.86456853,0.0002277331,0.0000057433094,0.0003914274,2.2321855e-8,1.343445e-9,9.998838e-7,0.0007557956,0.13361001],"study_design_scores_gemma":[0.0012768919,0.00053002633,0.00054105505,0.9595216,0.010936211,0.00022908821,0.00059536344,0.000007905242,2.4253197e-9,0.0000014148327,0.025985893,0.00037455722],"about_ca_topic_score_codex":0.00024453003,"about_ca_topic_score_gemma":0.00008041539,"teacher_disagreement_score":0.13323545,"about_ca_system_score_codex":0.0015350188,"about_ca_system_score_gemma":0.0025149514,"threshold_uncertainty_score":0.99973255},"labels":[],"label_agreement":null},{"id":"W2884173422","doi":"10.2196/11131","title":"Simulated Clinical Encounters Using Patient-Operated mHealth: Experimental Study to Investigate Patient-Provider Communication","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Descriptive statistics; mHealth; Health care; Applied psychology; Psychology; Perception; Qualitative research; Nursing; Medicine; Psychological intervention","score_opus":0.20282514946359223,"score_gpt":0.5354060303734113,"score_spread":0.3325808809098191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884173422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757787,0.001152692,0.00008027782,0.0039388556,0.001616382,0.016211526,0.000097686854,0.00041324075,0.0007106564],"genre_scores_gemma":[0.9509748,0.00046872956,0.0023150505,0.042436313,0.0007369626,0.0027261572,0.00012158293,0.00012926022,0.00009112385],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98719114,0.004095361,0.004081427,0.0014831494,0.00072003243,0.0024288746],"domain_scores_gemma":[0.99073297,0.0008433812,0.0014690366,0.0016867117,0.00093349017,0.0043343874],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029950473,0.00064127246,0.0011599121,0.00048455113,0.005477042,0.000051217165,0.0004966086,0.0004903977,0.00032961607],"category_scores_gemma":[0.0004326563,0.0006050932,0.000095405965,0.0013037417,0.00046989514,0.00036580904,0.00050965295,0.0018220213,0.00055354496],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008313382,0.0143728815,0.58171767,0.0050849537,0.00018044603,0.000025645117,0.18956085,0.00017089787,0.00042291632,0.002426248,0.087657325,0.1100668],"study_design_scores_gemma":[0.030293908,0.055674054,0.31637087,0.0028809796,0.00054859364,0.00006104036,0.20897153,0.027225006,0.00019604205,0.00078099064,0.35315484,0.0038421445],"about_ca_topic_score_codex":0.0063268575,"about_ca_topic_score_gemma":0.0015024022,"teacher_disagreement_score":0.2654975,"about_ca_system_score_codex":0.0010141061,"about_ca_system_score_gemma":0.0040311324,"threshold_uncertainty_score":0.99964005},"labels":[],"label_agreement":null},{"id":"W2884271033","doi":"10.2196/mhealth.9119","title":"The Rise of Pregnancy Apps and the Implications for Culturally and Linguistically Diverse Women: Narrative Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":180,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; Pregnancy; Inclusion (mineral); mHealth; Medicine; MEDLINE; Narrative; Medical education; Family medicine; Nursing; Psychology; Psychological intervention; Social psychology; Political science","score_opus":0.12518209879599587,"score_gpt":0.5199600028094469,"score_spread":0.39477790401345103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884271033","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022953202,0.9533647,0.00007560923,0.013132777,0.00036865214,0.03169179,0.00067603134,0.000061434184,0.0006060929],"genre_scores_gemma":[0.00003446684,0.9205792,0.0003776017,0.0031707452,0.00062411086,0.074309446,0.00010840081,0.00006111908,0.0007348908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922592,0.0019937535,0.0030140702,0.00093070423,0.0002530334,0.0015492074],"domain_scores_gemma":[0.9869927,0.006796087,0.0029441144,0.0010739338,0.0007817753,0.0014113659],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042000166,0.0006131854,0.0026110113,0.000113201786,0.0065844096,0.000029370203,0.00049076654,0.00053139526,0.000017990049],"category_scores_gemma":[0.0019179283,0.00031610037,0.00019632051,0.0005019452,0.0014757153,0.00006556047,0.0002921494,0.0013409465,0.000013587076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121861376,0.000040149498,0.000025834595,0.29370648,0.00004133259,1.130249e-7,0.003108019,3.2095415e-9,5.619335e-9,0.0531648,0.024146551,0.62564486],"study_design_scores_gemma":[0.0014294714,0.0002960246,0.00027446495,0.0382677,0.00055647996,0.000013545604,0.0012241963,0.000006787768,1.8897603e-9,0.0032987688,0.9544017,0.00023091363],"about_ca_topic_score_codex":0.00012175309,"about_ca_topic_score_gemma":0.00019091285,"teacher_disagreement_score":0.9302551,"about_ca_system_score_codex":0.00029487614,"about_ca_system_score_gemma":0.0038783383,"threshold_uncertainty_score":0.99992913},"labels":[],"label_agreement":null},{"id":"W2884337313","doi":"10.2196/mhealth.9560","title":"A Tablet-Based Mobile Hearing Screening System for Preschoolers: Design and Validation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Systems Research Institute; National Research Council of Thailand","keywords":"Computer science; Psychology; Audiology; Medicine","score_opus":0.13688508738827967,"score_gpt":0.3995315270939984,"score_spread":0.26264643970571877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884337313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516579,0.00008376051,0.044208206,0.0002432348,0.00015828306,0.003489992,0.0000074564787,0.00012366094,0.000027524628],"genre_scores_gemma":[0.99178594,0.000011492055,0.0070316293,0.0003021111,0.00017066977,0.00065138086,0.0000019772951,0.000022064618,0.000022719507],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981147,0.00038799772,0.00034799753,0.000518297,0.00020403991,0.000426981],"domain_scores_gemma":[0.9987219,0.0005696706,0.00013796025,0.00019366252,0.000072588344,0.00030419824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014545756,0.00013542232,0.00021882817,0.00012994971,0.00082541537,0.000110051566,0.00006838268,0.00006663712,0.0000023483408],"category_scores_gemma":[0.00019162713,0.00011805092,0.000020255537,0.00020082694,0.000088105975,0.0001843846,0.000026709795,0.00012258734,0.0000032128528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009760413,0.0042600455,0.13876474,0.052753445,0.000057788726,0.000023757111,0.05144714,0.0076070745,0.1891661,0.0051614805,0.0023104162,0.5386876],"study_design_scores_gemma":[0.015286323,0.033775214,0.47570747,0.0014228342,0.00018147589,0.000051156174,0.010745021,0.42587847,0.03201809,0.00041718598,0.003236377,0.0012803769],"about_ca_topic_score_codex":0.00019384845,"about_ca_topic_score_gemma":0.0000030091028,"teacher_disagreement_score":0.5374072,"about_ca_system_score_codex":0.00007659639,"about_ca_system_score_gemma":0.00019033081,"threshold_uncertainty_score":0.6348511},"labels":[],"label_agreement":null},{"id":"W2884402978","doi":"10.2196/10776","title":"An mHealth Diabetes Intervention for Glucose Control: Health Care Utilization Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Institute on Aging","keywords":"Medicine; mHealth; Medical prescription; Psychological intervention; Family medicine; Randomized controlled trial; Diabetes management; Health care; Type 2 diabetes; Diabetes mellitus; Nursing","score_opus":0.08181419318785309,"score_gpt":0.4997078513084493,"score_spread":0.4178936581205962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884402978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8612477,0.016238473,0.072675206,0.017478444,0.0023163354,0.026323207,0.0015999428,0.0012276003,0.00089308125],"genre_scores_gemma":[0.94870067,0.0029112643,0.0026273103,0.028058548,0.002046321,0.013161503,0.0022403158,0.0001192876,0.00013476559],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.989857,0.0020434929,0.0029189156,0.0015535469,0.0005308137,0.0030962012],"domain_scores_gemma":[0.99122727,0.0007563972,0.0020021794,0.0012612377,0.0012863901,0.0034665165],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003806077,0.00059217424,0.001533618,0.0010467086,0.005884192,0.000050546823,0.0004300587,0.0005774473,0.00022818767],"category_scores_gemma":[0.00021480327,0.0005746768,0.00027586235,0.0018817985,0.00029533033,0.00041344395,0.000069110945,0.00090138975,0.000096677344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025180187,0.0013546094,0.23160985,0.034362275,0.00031797818,7.7213423e-7,0.018421143,0.000023620418,0.000044455915,0.03607433,0.025722649,0.6495503],"study_design_scores_gemma":[0.0139972735,0.009042635,0.64344084,0.0005486265,0.0011758886,0.000002515927,0.010415743,0.016774155,0.00002708683,0.0018689072,0.30171213,0.0009941753],"about_ca_topic_score_codex":0.001757841,"about_ca_topic_score_gemma":0.008063851,"teacher_disagreement_score":0.6485561,"about_ca_system_score_codex":0.0011527744,"about_ca_system_score_gemma":0.0036181165,"threshold_uncertainty_score":0.99967045},"labels":[],"label_agreement":null},{"id":"W2884433642","doi":"10.2196/mhealth.8376","title":"Improving Linkage to HIV Care Through Mobile Phone Apps: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mobile phone; Human immunodeficiency virus (HIV); Internet privacy; Linkage (software); mHealth; Medicine; Psychology; Computer science; Family medicine; Nursing; Psychological intervention; Telecommunications; Internal medicine","score_opus":0.04240494249775371,"score_gpt":0.44528170148044366,"score_spread":0.40287675898268993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884433642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7379454,0.012422151,0.013389995,0.0137153845,0.0077579836,0.18192054,0.00033011916,0.0013423533,0.031176073],"genre_scores_gemma":[0.74651986,0.0041238433,0.00595998,0.03444473,0.007772631,0.19776815,0.00019396837,0.00016456394,0.0030522405],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98854506,0.0026741968,0.003814291,0.0013766062,0.000696784,0.002893074],"domain_scores_gemma":[0.9904971,0.002775605,0.001705855,0.0011903809,0.0009053893,0.0029256414],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005287916,0.0006865002,0.0034470593,0.00040248196,0.0044018463,0.000042156847,0.0004392175,0.00074429624,0.000676393],"category_scores_gemma":[0.0010459053,0.0005433448,0.00033253097,0.0008505972,0.00041131783,0.00023429189,0.00023964552,0.0016217409,0.0015900208],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9104222,0.00030486917,0.0001440192,0.005517237,0.00003905518,0.0000024463986,0.020629143,0.0000022808229,0.000020441654,0.0066902908,0.023959687,0.032268304],"study_design_scores_gemma":[0.79694587,0.0013025618,0.00015092222,0.00029643357,0.0001697504,0.000003370292,0.0053475606,0.0002766103,0.0000060872803,0.00048309457,0.19461343,0.00040433952],"about_ca_topic_score_codex":0.0021403348,"about_ca_topic_score_gemma":0.00063892954,"teacher_disagreement_score":0.17065375,"about_ca_system_score_codex":0.0006679286,"about_ca_system_score_gemma":0.004935825,"threshold_uncertainty_score":0.9997018},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2884655343","doi":"10.2196/10471","title":"The Association Between Engagement and Weight Loss Through Personal Coaching and Cell Phone Interventions in Young Adults: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Psychological intervention; mHealth; Coaching; Randomized controlled trial; Mobile phone; Weight loss; Intervention (counseling); Health coaching; Psychology; Phone; Behavior change; Association (psychology); Gerontology; Physical therapy; Medicine; Obesity; Social psychology; Psychotherapist; Computer science; Psychiatry","score_opus":0.05784395555416131,"score_gpt":0.43160508966953964,"score_spread":0.3737611341153783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884655343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94828856,0.00696569,0.000491539,0.015012834,0.0012769102,0.024595773,0.000085441796,0.00009894032,0.003184333],"genre_scores_gemma":[0.9469695,0.030524377,0.0003518704,0.0019390236,0.0015925826,0.017650548,0.000058159054,0.000037195787,0.0008767456],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9900665,0.004758395,0.002624068,0.0006680251,0.00045690406,0.0014260982],"domain_scores_gemma":[0.98962057,0.0073160585,0.0017291541,0.00029711737,0.00025789178,0.0007792197],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014443958,0.00034667438,0.0016040495,0.00019174618,0.004788939,0.00005192286,0.00015114888,0.00038917785,0.000054670607],"category_scores_gemma":[0.0010094305,0.00024311303,0.00015710534,0.0003212523,0.00034066566,0.00020086879,0.00014859972,0.0015818343,0.000029718623],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.76268727,0.00052456587,0.15281361,0.008185072,0.00014364313,0.0000016536555,0.03934699,1.3324842e-7,0.000002058118,0.0126379775,0.0061618933,0.017495124],"study_design_scores_gemma":[0.9212574,0.0005934943,0.053308107,0.000647049,0.00025660807,0.0000022558859,0.0038437725,0.00053420506,6.326184e-7,0.0017912741,0.01751168,0.00025353293],"about_ca_topic_score_codex":0.0023911342,"about_ca_topic_score_gemma":0.0038565083,"teacher_disagreement_score":0.15857011,"about_ca_system_score_codex":0.00054459117,"about_ca_system_score_gemma":0.0010185993,"threshold_uncertainty_score":0.9965067},"labels":[],"label_agreement":null},{"id":"W2884728814","doi":"10.2196/10226","title":"Implementation Tells Us More Beyond Pooled Estimates: Secondary Analysis of a Multicountry mHealth Trial to Reduce Blood Pressure","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nutrition International","funders":"National Heart, Lung, and Blood Institute; Medtronic Foundation; National Institutes of Health","keywords":"mHealth; Blood pressure; Intervention (counseling); Randomized controlled trial; Medicine; Environmental health; Psychology; Psychological intervention; Nursing; Surgery; Internal medicine","score_opus":0.0534785891305003,"score_gpt":0.4912358836448248,"score_spread":0.4377572945143245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884728814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696881,0.002255531,0.00038723325,0.0075985985,0.0011336991,0.015571436,0.001508785,0.0002578823,0.0015987192],"genre_scores_gemma":[0.9603031,0.0015262,0.0046303542,0.021890618,0.0015770218,0.008848206,0.00071379973,0.000105629486,0.00040504054],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9910164,0.0008945261,0.0034536738,0.0013825168,0.00080760795,0.0024452691],"domain_scores_gemma":[0.99175924,0.0010547959,0.0019477588,0.0012989372,0.0008719246,0.0030673144],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031677324,0.000588306,0.001750832,0.0013640281,0.002441315,0.000027253333,0.00045569977,0.0005899935,0.0014020937],"category_scores_gemma":[0.0002754087,0.00056142977,0.00019397761,0.0028687706,0.00029659437,0.00024103308,0.00019997288,0.0012279596,0.00011378053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0850449,0.0057032113,0.28924707,0.060377963,0.004871406,0.000017067221,0.06622881,0.00012686252,0.001347115,0.0212572,0.13861029,0.3271681],"study_design_scores_gemma":[0.070002794,0.00622505,0.75561166,0.0004708906,0.012090091,0.000011278671,0.007286937,0.0025181319,0.00022054727,0.00060725457,0.14388731,0.001068084],"about_ca_topic_score_codex":0.0070292535,"about_ca_topic_score_gemma":0.004397411,"teacher_disagreement_score":0.46636456,"about_ca_system_score_codex":0.00025886265,"about_ca_system_score_gemma":0.0062359455,"threshold_uncertainty_score":0.99968374},"labels":[],"label_agreement":null},{"id":"W2884942384","doi":"10.2196/mhealth.9324","title":"Mobile Phone-Based Ecological Momentary Intervention to Reduce Young Adults’ Alcohol Use in the Event: A Three-Armed Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Gandel Philanthropy; Foundation for Alcohol Research and Education; Australian Government; Burnet Institute","keywords":"Psychological intervention; Popularity; Intervention (counseling); Mobile phone; mHealth; Ecology; Randomized controlled trial; Phone; Psychology; Event (particle physics); Data collection; Applied psychology; Medicine; Computer science; Social psychology; Biology; Psychiatry","score_opus":0.06640720964994819,"score_gpt":0.43743234826039407,"score_spread":0.3710251386104459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884942384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96877295,0.0004932276,0.00023991821,0.0032902877,0.003448388,0.02257895,0.00008027306,0.000094061004,0.0010019323],"genre_scores_gemma":[0.97208774,0.000023289116,0.0001455564,0.005048423,0.00047074992,0.021527102,0.00008340811,0.000033590306,0.00058011967],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9930679,0.00252034,0.0021611,0.00076085073,0.00043265457,0.0010571112],"domain_scores_gemma":[0.99688596,0.0012131792,0.0006652841,0.00054527697,0.00011065305,0.00057966285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0050336206,0.00036659764,0.001358241,0.00040774466,0.00034715605,0.00010946909,0.00036677098,0.00022074004,0.00057449366],"category_scores_gemma":[0.00035565917,0.0002487646,0.00049015693,0.0005151792,0.00030955317,0.00020929713,0.000076612094,0.0004882402,0.0002555822],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97282934,0.0049005086,0.0007792963,0.00028003662,0.0000605071,0.00001744204,0.0030700876,0.000001541511,0.0000014080073,0.0011395297,0.0043192855,0.012601033],"study_design_scores_gemma":[0.9623283,0.0110820215,0.022736818,0.0003740773,0.000101123405,0.000024847537,0.0011991706,0.0004018524,0.000006104701,0.00084223814,0.00065731513,0.00024612443],"about_ca_topic_score_codex":0.0033648938,"about_ca_topic_score_gemma":0.0050482186,"teacher_disagreement_score":0.02195752,"about_ca_system_score_codex":0.00036251647,"about_ca_system_score_gemma":0.00018953535,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W2885047492","doi":"10.2196/11335","title":"Impact of a Wearable Device-Based Walking Programs in Rural Older Adults on Physical Activity and Health Outcomes: Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Cohort; Gerontology; Wearable technology; Physical activity; mHealth; Medicine; Physical medicine and rehabilitation; Cohort study; Physical therapy; Psychology; Computer science; Psychological intervention; Nursing","score_opus":0.08830343104664225,"score_gpt":0.44643426810566933,"score_spread":0.3581308370590271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885047492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99286145,0.00008183337,0.0000079178435,0.0024860261,0.000053697626,0.004341413,0.000014078473,0.000065484106,0.00008809038],"genre_scores_gemma":[0.99854165,0.00008786218,0.00006509895,0.00088587566,0.00019505229,0.00016978085,0.0000111477675,0.00003215958,0.000011342935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714845,0.00031175083,0.00047916902,0.0005961919,0.0005002378,0.0009641898],"domain_scores_gemma":[0.9979431,0.00018641114,0.0003758756,0.00039267447,0.00010188235,0.0010000555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009617041,0.00034453612,0.0014455459,0.00023773762,0.00026771132,0.000019492583,0.00007421487,0.000107202366,0.00000752431],"category_scores_gemma":[0.000038421826,0.00025263053,0.00011197367,0.0004953197,0.00019215007,0.00015173646,0.000040592677,0.0006778881,0.0000053661165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002241116,0.013872897,0.8491609,0.0020928837,0.000034370565,0.000004234192,0.004090472,4.2511633e-7,0.000010385729,0.000026502797,0.000027221653,0.12843856],"study_design_scores_gemma":[0.0066539273,0.023987176,0.96598405,0.001045568,0.000037603342,0.000005558153,0.000561802,0.0015065073,0.000011397953,0.00003750539,0.0000045790807,0.00016432174],"about_ca_topic_score_codex":0.015721813,"about_ca_topic_score_gemma":0.0018931592,"teacher_disagreement_score":0.12827423,"about_ca_system_score_codex":0.000515374,"about_ca_system_score_gemma":0.0014101728,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W2885055093","doi":"10.2196/11281","title":"Features, Behavioral Change Techniques, and Quality of the Most Popular Mobile Apps to Measure Physical Activity: Systematic Search in App Stores","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Measure (data warehouse); Quality (philosophy); Computer science; mHealth; Internet privacy; Psychology; World Wide Web; Data mining; Psychological intervention","score_opus":0.20407944669532146,"score_gpt":0.522943317803952,"score_spread":0.3188638711086305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885055093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9719085,0.0019538486,0.000024268762,0.0036057313,0.00024453434,0.02166902,0.00016578208,0.00012555765,0.00030275792],"genre_scores_gemma":[0.9725457,0.00066044007,0.00027253738,0.0020402598,0.0006794524,0.023546394,0.000015834376,0.000048528036,0.00019088967],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9939436,0.002243389,0.0011186114,0.0007059419,0.0006680382,0.0013204253],"domain_scores_gemma":[0.996555,0.00034927268,0.0006433772,0.00094846153,0.0003260556,0.0011778708],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036730056,0.00033265006,0.0010884185,0.00029398035,0.0013511709,0.000012605695,0.00032908432,0.00038712128,0.000010282917],"category_scores_gemma":[0.00012482314,0.00024321653,0.000060968636,0.0010295403,0.00027249963,0.00013304868,0.0002706799,0.0013578326,0.000015811302],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018771577,0.0034270356,0.25817543,0.3470519,0.000027437047,0.000004885679,0.054529697,5.450371e-7,0.0006230363,0.026172413,0.0062572574,0.3018532],"study_design_scores_gemma":[0.0032703741,0.0025457747,0.95325774,0.010748777,0.000115380586,0.000022762264,0.008022203,0.00012475421,0.00017823269,0.0003586433,0.020636125,0.0007192443],"about_ca_topic_score_codex":0.017993279,"about_ca_topic_score_gemma":0.00890392,"teacher_disagreement_score":0.6950823,"about_ca_system_score_codex":0.0004544545,"about_ca_system_score_gemma":0.0013049911,"threshold_uncertainty_score":0.9999489},"labels":[],"label_agreement":null},{"id":"W2886361830","doi":"10.2196/10126","title":"A Novel 12-Lead Electrocardiographic System for Home Use: Development and Usability Testing","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Lead (geology); Computer science; Medicine; Human–computer interaction","score_opus":0.09477380479362556,"score_gpt":0.3638363827935875,"score_spread":0.2690625779999619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886361830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952091,0.00063910784,0.0026955807,0.00043689163,0.00013816443,0.00064567383,0.000008924722,0.00013015085,0.000096409734],"genre_scores_gemma":[0.9709054,0.00007067757,0.027897611,0.00026322977,0.00062756625,0.00011693476,0.000011491632,0.000021830341,0.000085239146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827605,0.00003960738,0.0004445658,0.00045696186,0.0002003,0.0005824843],"domain_scores_gemma":[0.9986778,0.00022557238,0.00014782844,0.00022604322,0.00020584432,0.00051689387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008892789,0.00017932484,0.0004980772,0.00019884732,0.0005509597,0.000038249615,0.000040674586,0.00010356656,5.513393e-7],"category_scores_gemma":[0.0001384579,0.00014942184,0.00005530843,0.00038377714,0.00010913111,0.000066908164,0.000024210944,0.00017834583,0.0000017781265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039001004,0.00016617004,0.9101912,0.010491968,0.00010806253,0.0000029411126,0.0008762857,2.3692161e-7,0.0010400552,0.00012013235,0.00016881277,0.07644412],"study_design_scores_gemma":[0.0021386428,0.0014075446,0.9892167,0.000638013,0.00025821067,0.00014663559,0.00046807536,0.0018162163,0.00036712768,0.000023202918,0.0032794264,0.00024021238],"about_ca_topic_score_codex":0.0002488116,"about_ca_topic_score_gemma":0.00007017185,"teacher_disagreement_score":0.079025485,"about_ca_system_score_codex":0.0001574232,"about_ca_system_score_gemma":0.00043200795,"threshold_uncertainty_score":0.60932463},"labels":[],"label_agreement":null},{"id":"W2888096108","doi":"10.2196/mhealth.9981","title":"mHealth Supportive Care Intervention for Parents of Children With Acute Lymphoblastic Leukemia: Quasi-Experimental Pre- and Postdesign Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Science and Technology Commission of Shanghai Municipality","keywords":"mHealth; Intervention (counseling); Medicine; Health care; Distress; Anxiety; Family medicine; Nursing; Psychology; Psychological intervention; Clinical psychology; Psychiatry","score_opus":0.03510152748390086,"score_gpt":0.401142712285976,"score_spread":0.36604118480207515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888096108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99221647,0.0015992215,0.0006043273,0.00036828849,0.00016362575,0.0047108517,0.00024140059,0.00006425832,0.00003154871],"genre_scores_gemma":[0.9976245,0.00014809206,0.0006089083,0.00077062397,0.00031412696,0.00026051304,0.0001895373,0.000052079962,0.00003158231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715537,0.00023689968,0.0008735899,0.00067885057,0.0004560598,0.00059921015],"domain_scores_gemma":[0.9979491,0.000101582926,0.0006051942,0.00035798314,0.00026901282,0.0007171266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006394417,0.00032158644,0.00082753086,0.00017668866,0.00031104733,0.000020712885,0.000099454155,0.00012263871,0.000011987428],"category_scores_gemma":[0.000038420323,0.0002692725,0.00007363543,0.00019262145,0.0002816859,0.00013175356,0.00006454237,0.00020226598,0.0000017943344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026175274,0.009567631,0.812633,0.010351802,0.0008686613,0.000012600123,0.12355463,7.7361096e-7,0.00008979072,0.00026736993,0.00097385293,0.015504649],"study_design_scores_gemma":[0.015211401,0.09842566,0.8650929,0.0006157256,0.0005618105,0.00012805565,0.019038158,0.00006867671,0.00056247925,0.000024117247,0.000022916402,0.00024813353],"about_ca_topic_score_codex":0.0035975892,"about_ca_topic_score_gemma":0.000932693,"teacher_disagreement_score":0.10451648,"about_ca_system_score_codex":0.0004963467,"about_ca_system_score_gemma":0.0013209551,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W2888172497","doi":"10.2196/11147","title":"Social Networking App Use Among Primary Health Care Professionals: Web-Based Cross-Sectional Survey","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Phone; Social media; mHealth; Social network (sociolinguistics); Cross-sectional study; Health professionals; Mobile phone; Health care; Medicine; Social support; Psychology; Nursing; Family medicine; World Wide Web; Computer science; Social psychology; Psychological intervention; Geography; Telecommunications","score_opus":0.21272442807050168,"score_gpt":0.5060029019165887,"score_spread":0.293278473846087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888172497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799953,0.00095129205,0.000028328543,0.0072225276,0.008043566,0.0028352155,0.00008590546,0.0003088319,0.000529003],"genre_scores_gemma":[0.97757334,0.0002045411,0.00046366465,0.00921413,0.011294015,0.0007594484,0.00033435487,0.000051470564,0.000105051025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99291,0.0027483508,0.0009531758,0.00073571893,0.0010441133,0.0016086188],"domain_scores_gemma":[0.9944504,0.0024139981,0.0008227651,0.00024173975,0.0007831333,0.0012880005],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055305073,0.00027752164,0.00050477,0.00023548349,0.007268136,0.00023681595,0.00027875166,0.00048073518,0.000069141846],"category_scores_gemma":[0.00092056755,0.0002970417,0.00007905931,0.0010047859,0.0012795253,0.00045811554,0.000057720958,0.00069095095,0.000027478643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013977027,0.000119258824,0.94520116,0.0006420554,0.0000048546935,4.1103425e-7,0.03043804,3.7716538e-7,1.730375e-7,0.0004764497,0.014418363,0.008559094],"study_design_scores_gemma":[0.00067017507,0.000186718,0.9412137,0.00006344966,0.0000047130306,4.650798e-7,0.001805854,0.000022726996,2.7540867e-7,0.000053072345,0.05575564,0.00022318983],"about_ca_topic_score_codex":0.026361058,"about_ca_topic_score_gemma":0.04566411,"teacher_disagreement_score":0.041337278,"about_ca_system_score_codex":0.0022457424,"about_ca_system_score_gemma":0.018512368,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2888202606","doi":"10.2196/11099","title":"Assessing the Validity of the MyJump2 App for Measuring Different Jumps in Professional Cerebral Palsy Football Players: An Experimental Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Federal do Pará","keywords":"Cerebral palsy; Football; Football players; Psychology; Mobile apps; Physical medicine and rehabilitation; Applied psychology; Physical therapy; Computer science; Medicine; World Wide Web","score_opus":0.3511918584259012,"score_gpt":0.5135714710777252,"score_spread":0.16237961265182393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888202606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311113,0.00012073046,0.000028370536,0.0019133431,0.00049095444,0.0041672294,0.000012662635,0.000026615418,0.00012896888],"genre_scores_gemma":[0.99835974,0.000005389941,0.00018096488,0.00050443504,0.00039187752,0.0004350333,0.0000067655906,0.000026568583,0.00008924402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694324,0.00075126643,0.000616073,0.00038096888,0.00070719694,0.0006012527],"domain_scores_gemma":[0.9984382,0.00038737032,0.00023311937,0.000499646,0.000116199466,0.00032545923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002370587,0.0001892275,0.00043782417,0.00010309228,0.000562553,0.000039790244,0.0002414124,0.00009159274,0.00003186417],"category_scores_gemma":[0.0001365177,0.00009844939,0.0000649041,0.00020224696,0.0002508477,0.00013815891,0.00012747114,0.00047064546,0.0000011146938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011922632,0.005257055,0.9579355,0.0020608166,0.00003490776,0.0000017853109,0.023348784,3.310292e-7,0.0010574849,0.00045839394,0.0008834634,0.007769225],"study_design_scores_gemma":[0.0034862151,0.0030914801,0.97539735,0.0003072814,0.00002914209,0.000010595855,0.015722647,0.0006988359,0.00096375693,0.00011741786,0.00008602477,0.00008926724],"about_ca_topic_score_codex":0.0001831282,"about_ca_topic_score_gemma":0.00035594337,"teacher_disagreement_score":0.017461846,"about_ca_system_score_codex":0.00022700678,"about_ca_system_score_gemma":0.00065829686,"threshold_uncertainty_score":0.432676},"labels":[],"label_agreement":null},{"id":"W2888597704","doi":"10.2196/mhealth.9676","title":"Experience of Emergency Department Patients With Using the Talking Pole Device: Prospective Interventional Descriptive Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Likert scale; Emergency department; Medicine; Patient satisfaction; Medical emergency; Family medicine; Physical therapy; Emergency medicine; Nursing; Psychology","score_opus":0.06660474531724538,"score_gpt":0.41258236481332566,"score_spread":0.3459776194960803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888597704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99652326,0.0010464147,0.00010779504,0.00017276395,0.00033253132,0.0015126459,0.000020701418,0.00001558667,0.00026832178],"genre_scores_gemma":[0.99920803,0.000097200966,0.0002396162,0.0001403047,0.0001587391,0.00010486731,0.0000070894266,0.000011774482,0.000032363718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986534,0.0000712303,0.00039687802,0.00027248365,0.00031315276,0.00029283625],"domain_scores_gemma":[0.9990081,0.000014322658,0.00022944994,0.00016733728,0.0004458283,0.0001349171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019020576,0.00014372573,0.0002562078,0.00005524046,0.0004700852,0.0000041590492,0.00005916744,0.000025730655,0.000057667727],"category_scores_gemma":[0.000029253175,0.000085261614,0.000040717085,0.0002622288,0.0001677122,0.00008525663,0.00006117509,0.00012410834,0.0000010233113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000509214,0.00089598313,0.968126,0.00026398842,0.00008049715,0.0000015069112,0.028720168,1.7975961e-7,0.000010608207,0.00013693882,0.00025502057,0.0009998758],"study_design_scores_gemma":[0.0012018214,0.004618887,0.9722659,0.00015033044,0.00011681887,0.0000030360147,0.021260297,0.00002513349,0.000051001793,0.000053024414,0.00016964729,0.00008408366],"about_ca_topic_score_codex":0.00028946903,"about_ca_topic_score_gemma":0.00031789273,"teacher_disagreement_score":0.0074598715,"about_ca_system_score_codex":0.00011721703,"about_ca_system_score_gemma":0.00015478896,"threshold_uncertainty_score":0.36155626},"labels":[],"label_agreement":null},{"id":"W2888839493","doi":"10.2196/10371","title":"Usefulness of Wearable Cameras as a Tool to Enhance Chronic Disease Self-Management: Scoping Review","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Wearable computer; mHealth; Wearable technology; Self-management; Computer science; eHealth; Human–computer interaction; Medicine; Health care; Psychological intervention; Artificial intelligence; Nursing; Embedded system","score_opus":0.053302431347327796,"score_gpt":0.4761561925562407,"score_spread":0.4228537612089129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888839493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5981866,0.22821528,0.0034728805,0.04834395,0.0029838304,0.09679501,0.00033160852,0.0014036887,0.020267112],"genre_scores_gemma":[0.49412856,0.36992377,0.0030771766,0.08474618,0.0019332746,0.04405987,0.00007094804,0.00015253246,0.0019076931],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99375856,0.0006230765,0.0020864343,0.0010061825,0.00054779043,0.0019779312],"domain_scores_gemma":[0.9943539,0.0003403181,0.0009278426,0.0012029205,0.00045371166,0.0027213248],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002188137,0.00039064436,0.00097109156,0.0002910307,0.002053872,0.000011427211,0.00038326287,0.00018893817,0.0006756604],"category_scores_gemma":[0.00020359017,0.00037343393,0.00008022562,0.0011690018,0.00014688476,0.0001864882,0.00023243307,0.0006708659,0.0012077332],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079311506,0.0005432868,0.004530945,0.721977,0.00003977341,0.00000897299,0.0023307719,0.0000020324521,0.000012905273,0.022823388,0.05550738,0.19143046],"study_design_scores_gemma":[0.0039621065,0.0025682203,0.05741372,0.26150683,0.0004929351,0.000012427147,0.0006192331,0.0001997668,0.000056944627,0.002402771,0.66938907,0.0013759771],"about_ca_topic_score_codex":0.0005711072,"about_ca_topic_score_gemma":0.0004618129,"teacher_disagreement_score":0.6138817,"about_ca_system_score_codex":0.0005684223,"about_ca_system_score_gemma":0.006522753,"threshold_uncertainty_score":0.99987173},"labels":[],"label_agreement":null},{"id":"W2888998947","doi":"10.2196/mhealth.6490","title":"What Drives Young Vietnamese to Use Mobile Health Innovations? Implications for Health Communication and Behavioral Interventions","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vietnamese; Psychological intervention; Psychology; Health communication; mHealth; Applied psychology; Communication; Psychiatry","score_opus":0.19994245108964132,"score_gpt":0.5604974539455883,"score_spread":0.36055500285594694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888998947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6565972,0.013981678,0.014539902,0.25418812,0.0022474702,0.05553952,0.0018232748,0.0008970155,0.00018580833],"genre_scores_gemma":[0.7910844,0.029280547,0.024561428,0.058389228,0.00070410845,0.093277015,0.0013498459,0.00016239556,0.0011910113],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99207497,0.0011302897,0.0030488372,0.0012104744,0.00029565732,0.0022397705],"domain_scores_gemma":[0.99176383,0.00085403444,0.0016695708,0.001524669,0.001125695,0.003062173],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003694215,0.0005095209,0.0010656146,0.00078148587,0.0087403115,0.00018425568,0.00042579218,0.0003448482,0.00007164739],"category_scores_gemma":[0.00023561965,0.0005263375,0.00013141576,0.0014007271,0.00042406993,0.0011049272,0.00033763127,0.0009963996,0.00007629068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005511926,0.0014920605,0.09545646,0.0131960455,0.000043557222,2.1030648e-7,0.03854423,0.0000033515494,0.000028190381,0.11535694,0.18341157,0.5519162],"study_design_scores_gemma":[0.002834349,0.0052035777,0.5233983,0.002269362,0.000061024763,0.000018965738,0.011631312,0.00018190072,0.000001506111,0.0031733464,0.45062292,0.00060349406],"about_ca_topic_score_codex":0.003162566,"about_ca_topic_score_gemma":0.013677309,"teacher_disagreement_score":0.5513127,"about_ca_system_score_codex":0.0010341075,"about_ca_system_score_gemma":0.0039033797,"threshold_uncertainty_score":0.99971884},"labels":[],"label_agreement":null},{"id":"W2889008823","doi":"10.2196/11187","title":"The Effectiveness of Near-Field Communication Integrated with a Mobile Electronic Medical Record System: Emergency Department Simulation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Electronic medical record; Medical emergency; Mobile phone; Medical record; Computer science; Mobile device; Mobile telephony; Mobile technology; mHealth; Mobile computing; Telecommunications; Medicine; Mobile radio; Nursing; World Wide Web; Psychological intervention","score_opus":0.040428549970382074,"score_gpt":0.4638418964860485,"score_spread":0.4234133465156664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889008823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98546886,0.0019565674,0.0012017661,0.0005062857,0.0006176454,0.009218118,0.000008350815,0.00015455342,0.0008678752],"genre_scores_gemma":[0.99503726,0.0010685936,0.000060305007,0.00018479266,0.00022782828,0.0032593035,0.00002683162,0.000048138754,0.00008696091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98653,0.009227045,0.0016700383,0.00048636305,0.0007061344,0.001380429],"domain_scores_gemma":[0.9923749,0.00445799,0.0009907107,0.0009133414,0.00069869217,0.00056437426],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012491641,0.00028680058,0.0006843317,0.00010351119,0.0029401875,0.000013522207,0.00038922002,0.00031549748,0.00008047926],"category_scores_gemma":[0.00041481334,0.00018098002,0.000043203887,0.0007009877,0.00016686745,0.00010766333,0.00010245998,0.0013778803,0.000037919555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01783417,0.0017965978,0.8379403,0.023958674,0.00030764478,0.0000054578773,0.015164395,0.000058898666,0.000013499577,0.009556132,0.0022834567,0.09108078],"study_design_scores_gemma":[0.017261818,0.07847091,0.7037817,0.008428927,0.00046009468,0.000046844496,0.04942767,0.05639266,0.000034637073,0.00084630033,0.08356562,0.0012828144],"about_ca_topic_score_codex":0.008132991,"about_ca_topic_score_gemma":0.027803417,"teacher_disagreement_score":0.1341586,"about_ca_system_score_codex":0.0011916357,"about_ca_system_score_gemma":0.0057432954,"threshold_uncertainty_score":0.9998932},"labels":[],"label_agreement":null},{"id":"W2889142675","doi":"10.2196/10531","title":"The Web-Based Physician is Ready to See You: A Nationwide Cross-Sectional Survey of Physicians Using a Mobile Medical App to Evaluate Patients With Sexually Transmitted Diseases in China","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health; National Office for Philosophy and Social Sciences; Shenzhen University","keywords":"Cross-sectional study; Medicine; Family medicine; Mobile apps; Telemedicine; Web survey; mHealth; World Wide Web; Health care; Computer science; Nursing; Psychological intervention","score_opus":0.05552453845910589,"score_gpt":0.46009105879561907,"score_spread":0.4045665203365132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889142675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98522425,0.00015316484,0.0006031695,0.003044911,0.00039816517,0.009048529,0.0012551406,0.0000973236,0.00017535994],"genre_scores_gemma":[0.9686405,0.00009623854,0.00036434628,0.023737613,0.00039428085,0.0062997043,0.00031139754,0.00006900799,0.000086931665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99311197,0.0013599282,0.0017464196,0.0008764158,0.0013281886,0.0015770603],"domain_scores_gemma":[0.9945472,0.0011547733,0.00072167936,0.00067884865,0.0013020865,0.0015953965],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032585042,0.00037068498,0.00068692834,0.00036110188,0.0024406025,0.000026955797,0.0003957004,0.00027022825,0.0000858939],"category_scores_gemma":[0.00040107442,0.00028082987,0.000048514852,0.0017928194,0.00031324633,0.00012823353,0.00007360257,0.0007663167,0.00006342729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023523504,0.0007023294,0.969237,0.0012995957,0.0000129003165,4.5766714e-7,0.0019154738,0.00007210251,0.000004883857,0.00016829092,0.002323435,0.021911157],"study_design_scores_gemma":[0.0038024508,0.0013407541,0.9813681,0.00030727187,0.000018985269,3.8437915e-7,0.00014402642,0.0040156133,0.000002052052,0.000072736046,0.008697941,0.00022965697],"about_ca_topic_score_codex":0.0062277955,"about_ca_topic_score_gemma":0.01517248,"teacher_disagreement_score":0.0216815,"about_ca_system_score_codex":0.00046648234,"about_ca_system_score_gemma":0.008445989,"threshold_uncertainty_score":0.9999644},"labels":[],"label_agreement":null},{"id":"W2889191448","doi":"10.2196/11175","title":"Predictors of Engagement, Response to Follow Up, and Extent of Alcohol Reduction in Users of a Smartphone App (Drink Less): Secondary Analysis of a Factorial Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"School for Public Health Research; Economic and Social Research Council; Medical Research Council; National Institute for Health and Care Research; British Heart Foundation; Cancer Research UK; University College London; Society for the Study of Addiction; United Kingdom Clinical Research Collaboration","keywords":"Randomized controlled trial; Psychology; Smartphone app; mHealth; Alcohol consumption; Alcohol; Clinical psychology; Gerontology; Medicine; Psychological intervention; Computer science; Psychiatry; Internet privacy","score_opus":0.05137061206382994,"score_gpt":0.3693157372004101,"score_spread":0.3179451251365802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889191448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933186,0.0006625234,0.000026938214,0.00022303533,0.000689056,0.0049756323,0.000026175112,0.000013225002,0.00006482398],"genre_scores_gemma":[0.9984472,0.0008097486,0.00019073488,0.000047387915,0.0001544347,0.0002075838,0.000023521512,0.000013234899,0.0001061992],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99660563,0.0008430075,0.0015859985,0.00030457941,0.00038320996,0.00027756664],"domain_scores_gemma":[0.9973961,0.000913148,0.0009516547,0.00028920936,0.00019523018,0.00025465328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034230242,0.00019960583,0.0030155247,0.0011096032,0.000047116075,0.0000028459635,0.000053495027,0.000119553464,0.00004461558],"category_scores_gemma":[0.00056000164,0.00014491747,0.00032482194,0.0008123478,0.0002497006,0.00006272649,0.00002246987,0.00014277508,1.7968411e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93300533,0.0004057273,0.048764884,0.00038244927,0.0013341116,0.0000013257327,0.013188234,0.0000017989656,0.0016495511,0.00002994382,0.00009380467,0.0011428209],"study_design_scores_gemma":[0.85888445,0.003288262,0.13155739,0.00016528538,0.002825245,0.0000011104618,0.001990523,0.000067380744,0.0010976352,0.000017700262,0.000024103669,0.00008093072],"about_ca_topic_score_codex":0.00043074583,"about_ca_topic_score_gemma":0.00031528686,"teacher_disagreement_score":0.082792506,"about_ca_system_score_codex":0.00009280552,"about_ca_system_score_gemma":0.0005359617,"threshold_uncertainty_score":0.59095633},"labels":[],"label_agreement":null},{"id":"W2889261711","doi":"10.2196/mhealth.9931","title":"An mHealth App for Users with Dexterity Impairments: Accessibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Chronic Disease Prevention and Health Promotion; National Institutes of Health; Craig H. Neilsen Foundation","keywords":"Usability; mHealth; Personalization; Computer science; Mobile apps; Human–computer interaction; Multimedia; World Wide Web; Medicine; Nursing; Psychological intervention","score_opus":0.09828288121062209,"score_gpt":0.5203198397163087,"score_spread":0.42203695850568657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889261711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96388936,0.00028470322,0.003216622,0.0033327977,0.00077462755,0.026751222,0.00029623407,0.00066432054,0.00079012633],"genre_scores_gemma":[0.95216054,0.0004097572,0.0045854915,0.012767436,0.0017889078,0.027702676,0.00018165694,0.00012953888,0.00027398052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99052966,0.0015925751,0.0022187682,0.0018854684,0.00063499145,0.0031385152],"domain_scores_gemma":[0.9912391,0.00070042716,0.0012626476,0.0018169121,0.000934048,0.0040468974],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055156834,0.0006474615,0.0011467914,0.0003536097,0.0065541356,0.00005494532,0.0006091794,0.00046696208,0.00022679487],"category_scores_gemma":[0.00014468019,0.00052513444,0.00007417422,0.0008750921,0.00043770453,0.0005942685,0.00013302366,0.0012402134,0.00010426946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007027315,0.0043271678,0.8580149,0.011775507,0.000046813457,0.0000047236113,0.013394112,0.0000012094138,0.000022544402,0.0031803218,0.011220836,0.09098456],"study_design_scores_gemma":[0.008374916,0.012684676,0.925915,0.00018708005,0.0001355038,0.0000124820845,0.009155403,0.00057674135,0.000002871585,0.0011707306,0.041263442,0.00052113493],"about_ca_topic_score_codex":0.0024607063,"about_ca_topic_score_gemma":0.006475675,"teacher_disagreement_score":0.09046342,"about_ca_system_score_codex":0.0008187415,"about_ca_system_score_gemma":0.005552446,"threshold_uncertainty_score":0.99972004},"labels":[],"label_agreement":null},{"id":"W2889409336","doi":"10.2196/11012","title":"A Novel Approach to Evaluating Mobile Smartphone Screen Time for iPhones: Feasibility and Preliminary Findings","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Children’s Hospital of Wisconsin Research Institute; Seattle Children's Research Institute","keywords":"Upload; mHealth; Computer science; Web application; Mobile apps; Android (operating system); Display size; Mobile phone; Internet privacy; Usage data; World Wide Web; Medicine; Psychological intervention; Telecommunications; Operating system","score_opus":0.11687942106740026,"score_gpt":0.42017875465750476,"score_spread":0.3032993335901045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889409336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880027,0.00030518766,0.0010400697,0.0015107874,0.0001026186,0.0027482095,0.000050389877,0.00015278217,0.006087231],"genre_scores_gemma":[0.9776237,0.000069833244,0.01952497,0.0012856716,0.00027928708,0.00029748134,0.000031048927,0.000017047392,0.00087093253],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981692,0.000059382888,0.0003316507,0.00053669576,0.00025472004,0.000648378],"domain_scores_gemma":[0.9988973,0.00020355388,0.00009951928,0.00017904,0.00013365585,0.00048689483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018582519,0.00014888964,0.00028296662,0.00013667418,0.001065052,0.000071319024,0.0001557388,0.00016838507,0.000015624893],"category_scores_gemma":[0.0003294342,0.00014135492,0.000028209553,0.00037922262,0.000360012,0.00016976791,0.000118482014,0.00011814185,0.000019032506],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049556536,0.0025360056,0.08730625,0.0025132333,0.000064817796,0.0000013383733,0.16586207,0.0000023427008,0.0007783178,0.039055813,0.047173474,0.64975065],"study_design_scores_gemma":[0.008912464,0.014149035,0.8807458,0.0003088738,0.000107472864,0.000044280805,0.016978476,0.0030779801,0.00016853906,0.015780553,0.058070686,0.0016558147],"about_ca_topic_score_codex":0.0006649796,"about_ca_topic_score_gemma":0.00032323095,"teacher_disagreement_score":0.79343957,"about_ca_system_score_codex":0.00015309735,"about_ca_system_score_gemma":0.00055348035,"threshold_uncertainty_score":0.81916267},"labels":[],"label_agreement":null},{"id":"W2889549728","doi":"10.2196/11508","title":"The Association Between the Use of Antenatal Care Smartphone Apps in Pregnant Women and Antenatal Depression: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health; Peking Union Medical College; National Natural Science Foundation of China","keywords":"Antenatal depression; Medicine; Cross-sectional study; Depression (economics); mHealth; Prenatal care; Pregnancy; Smartphone application; Family medicine; Obstetrics; Psychiatry; Psychological intervention; Environmental health; Depressive symptoms; Anxiety; Population; Multimedia","score_opus":0.0574289484356564,"score_gpt":0.3759705063497961,"score_spread":0.31854155791413974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889549728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946895,0.002936563,0.0000019485392,0.0005009166,0.00031625284,0.0014060815,0.00008621071,0.00002029944,0.000042184798],"genre_scores_gemma":[0.99794817,0.0010057368,0.000019041356,0.00031362625,0.00030079848,0.00013451613,0.00001756152,0.000014313818,0.0002462633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783534,0.00024080653,0.0006357633,0.00030743706,0.00041503116,0.00056560204],"domain_scores_gemma":[0.9985423,0.0004220334,0.00033465808,0.0002512795,0.00014505009,0.00030468157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010128014,0.00015159635,0.0003138673,0.00007594209,0.00068047177,0.00005298608,0.00008798279,0.00010971005,0.000007033551],"category_scores_gemma":[0.000098153665,0.00008511447,0.000024752693,0.00016732122,0.00018082572,0.00013033643,0.000080086975,0.00038259695,0.0000030118292],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012452092,0.00011695647,0.9859168,0.00198108,0.000020227117,0.000010535442,0.006536432,1.4405752e-7,0.0000020526738,0.000012202248,0.000024370274,0.0041339993],"study_design_scores_gemma":[0.0021383557,0.00143484,0.99382675,0.0007900096,0.000016377513,0.000048711932,0.0011614063,0.000023366627,0.0000358555,0.00002379271,0.00042880315,0.00007171819],"about_ca_topic_score_codex":0.00073805713,"about_ca_topic_score_gemma":0.00036954012,"teacher_disagreement_score":0.007909971,"about_ca_system_score_codex":0.00028640413,"about_ca_system_score_gemma":0.00021953044,"threshold_uncertainty_score":0.52337074},"labels":[],"label_agreement":null},{"id":"W2889730139","doi":"10.2196/10338","title":"Accuracy of Wrist-Worn Activity Monitors During Common Daily Physical Activities and Types of Structured Exercise: Evaluation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":168,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"Leona M. and Harry B. Helmsley Charitable Trust","keywords":"Activity monitor; Physical activity; Physical therapy; Physical medicine and rehabilitation; Wrist; Activities of daily living; Psychology; Medicine; Computer science","score_opus":0.03392120262907344,"score_gpt":0.3608404628652563,"score_spread":0.32691926023618284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889730139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997974,0.0006417203,0.00001723485,0.000011137729,0.00038345144,0.0008214893,0.000021755215,0.000062004416,0.00006720394],"genre_scores_gemma":[0.9991709,0.00023247037,0.00008811008,0.0000021469134,0.0004245348,0.000046941557,0.000002451893,0.00002969355,0.00000276401],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870825,0.000117334464,0.0002921326,0.0002332717,0.0003425644,0.0003064339],"domain_scores_gemma":[0.99913377,0.00016819431,0.00019422836,0.00024316415,0.0000877707,0.00017285389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030554493,0.00019525464,0.00045545842,0.00013933802,0.00015902956,0.000017675877,0.00008584908,0.000071304436,0.0000043458226],"category_scores_gemma":[0.00003443225,0.00018803189,0.000027413675,0.00020773929,0.00012405305,0.00027080343,0.00005670269,0.00021034009,6.34094e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001432222,0.0007248221,0.4423868,0.0095729,0.00015138797,0.0000033395586,0.02803846,0.00031190278,0.20078884,0.00003796861,0.00008097152,0.31647038],"study_design_scores_gemma":[0.0010273549,0.00056546606,0.9146464,0.00015457334,0.00009240548,0.0000022437032,0.0013827792,0.001014677,0.080806725,0.00013595886,0.000003880806,0.00016756666],"about_ca_topic_score_codex":0.00028948308,"about_ca_topic_score_gemma":0.00009172378,"teacher_disagreement_score":0.47225958,"about_ca_system_score_codex":0.000109143526,"about_ca_system_score_gemma":0.000088484194,"threshold_uncertainty_score":0.7667718},"labels":[],"label_agreement":null},{"id":"W2890171686","doi":"10.2196/10114","title":"Using Mobile Phones to Examine and Enhance Perceptions of Control in Mildly Depressed and Nondepressed Volunteers: Intervention Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychology; Perception; Mobile phone; Clinical psychology; Depression (economics); Distraction; Medicine; Psychiatry; Computer science; Telecommunications; Cognitive psychology","score_opus":0.057647987256057985,"score_gpt":0.4650632378198431,"score_spread":0.40741525056378514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890171686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944596,0.0011528322,0.0011217954,0.00024640103,0.0003827576,0.0023449087,0.00009450859,0.00003100757,0.00016613785],"genre_scores_gemma":[0.99851036,0.000028387218,0.0003769451,0.00039079852,0.000084156636,0.00042876927,0.000006721444,0.000023690762,0.00015019362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776673,0.00029856357,0.00080107636,0.0005229337,0.00014493686,0.00046573393],"domain_scores_gemma":[0.99892825,0.00011000234,0.00021030623,0.0002709825,0.00009108238,0.00038935253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006210798,0.00018561663,0.00042318276,0.00032537023,0.00016290066,0.000028347114,0.000092478294,0.00009019375,0.00009598364],"category_scores_gemma":[0.000030235004,0.00018922382,0.000033867098,0.0002768114,0.00018247956,0.0001800347,0.00007471942,0.0001692161,0.0000139790645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030708457,0.008314941,0.80760205,0.0035112475,0.00009360909,0.000013171073,0.038100924,0.000007374483,0.0014344683,0.0003604796,0.00068364566,0.13680726],"study_design_scores_gemma":[0.003727406,0.0060638157,0.98107857,0.00039708655,0.000042482396,0.000020899457,0.007885959,0.00037018428,0.00005224035,0.00010954506,0.00009035366,0.00016143273],"about_ca_topic_score_codex":0.004043651,"about_ca_topic_score_gemma":0.0040513803,"teacher_disagreement_score":0.17347656,"about_ca_system_score_codex":0.00008392516,"about_ca_system_score_gemma":0.00004391112,"threshold_uncertainty_score":0.7716323},"labels":[],"label_agreement":null},{"id":"W2890239677","doi":"10.2196/10239","title":"Text Messages Sent to Household Tuberculosis Contacts in Kampala, Uganda: Process Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases","keywords":"Tuberculosis; mHealth; Process (computing); Environmental health; Medicine; Optometry; Advertising; Internet privacy; Business; Computer science; Nursing; Psychological intervention","score_opus":0.12263550823230358,"score_gpt":0.4958168665852668,"score_spread":0.37318135835296323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890239677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9564156,0.0010368839,0.000101855876,0.021978617,0.00073010975,0.013472176,0.00011421234,0.0002499306,0.0059005967],"genre_scores_gemma":[0.9520021,0.0015622792,0.00034825387,0.025524506,0.0011490572,0.01888402,0.000075875905,0.00007998171,0.00037394435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992684,0.0011435226,0.001886707,0.0011296665,0.0008602448,0.0022958675],"domain_scores_gemma":[0.9948504,0.0005752864,0.00061736355,0.00066597294,0.00069073756,0.0026002144],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004444177,0.0004422209,0.0008219995,0.00065328047,0.0020085564,0.0000262146,0.00029520527,0.0004877167,0.00040540987],"category_scores_gemma":[0.0004359089,0.00041045816,0.00005241913,0.001373387,0.00014074579,0.00024253856,0.00011402781,0.0011625921,0.00045476086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022717481,0.0012986605,0.54703,0.017386328,0.000035900826,0.00000797695,0.03715197,0.000051001192,0.00015182781,0.009757028,0.08836892,0.29648864],"study_design_scores_gemma":[0.0044276603,0.0008785048,0.89123374,0.00079893204,0.00007259518,0.000008577309,0.004064893,0.0009226765,0.00003151631,0.0014222012,0.09565296,0.00048573362],"about_ca_topic_score_codex":0.0034104416,"about_ca_topic_score_gemma":0.010381276,"teacher_disagreement_score":0.34420377,"about_ca_system_score_codex":0.0010582792,"about_ca_system_score_gemma":0.0046758233,"threshold_uncertainty_score":0.9998347},"labels":[],"label_agreement":null},{"id":"W2890302742","doi":"10.2196/11040","title":"Design Rationale and Performance Evaluation of the Wavelet Health Wristband: Benchtop Validation of a Wrist-Worn Physiological Signal Recorder","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"San José State University","keywords":"Wavelet; Wrist; Computer science; Medicine; Artificial intelligence","score_opus":0.10028323640742214,"score_gpt":0.34247957724842376,"score_spread":0.2421963408410016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890302742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946186,0.0007940108,0.0031451453,0.00018783864,0.00021296184,0.0009192578,0.000015039519,0.00002859592,0.00007853244],"genre_scores_gemma":[0.997141,0.00056354346,0.001891613,0.00008373191,0.00022353529,0.0000633209,0.000012921246,0.00001416023,0.0000061574515],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99842703,0.00026892315,0.00045875227,0.00019681011,0.00037182873,0.00027665694],"domain_scores_gemma":[0.9991435,0.000111224545,0.00022633365,0.000165363,0.00022264972,0.00013095769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434433,0.00013559267,0.0002520799,0.000070426795,0.00021031415,0.00000986636,0.0000827671,0.000075550975,0.00002811105],"category_scores_gemma":[0.000042149513,0.00010400863,0.00002296781,0.00023240043,0.00012876777,0.00012546076,0.000028083554,0.00015488901,0.000001672903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013935969,0.0006706757,0.114045925,0.0145417815,0.00018079036,6.590491e-7,0.019651541,0.011960801,0.098310456,0.000985147,0.010105448,0.72815317],"study_design_scores_gemma":[0.0025130094,0.0031787863,0.8518026,0.0005845997,0.00009073741,0.000015985715,0.00039891322,0.08913215,0.049820065,0.0017802018,0.00024610414,0.00043683403],"about_ca_topic_score_codex":0.00005370569,"about_ca_topic_score_gemma":0.00001010671,"teacher_disagreement_score":0.73775667,"about_ca_system_score_codex":0.00013272912,"about_ca_system_score_gemma":0.0003199159,"threshold_uncertainty_score":0.42413488},"labels":[],"label_agreement":null},{"id":"W2890418948","doi":"10.2196/11267","title":"A Mobile Phone-Based Program to Promote Healthy Behaviors Among Adults With Prediabetes Who Declined Participation in Free Diabetes Prevention Programs: Mixed-Methods Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Patrick and Catherine Weldon Donaghue Medical Research Foundation; National Institute of Diabetes and Digestive and Kidney Diseases; Robert Wood Johnson Foundation; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Prediabetes; Randomized controlled trial; Medicine; Diabetes mellitus; Mobile phone; mHealth; Gerontology; Physical therapy; Type 2 diabetes; Psychological intervention; Internal medicine; Computer science; Nursing; Endocrinology","score_opus":0.04246322592729208,"score_gpt":0.47555140283521147,"score_spread":0.4330881769079194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890418948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8434956,0.001207774,0.0013260113,0.0034291423,0.0012024825,0.14850463,0.00005253717,0.0006230106,0.0001587935],"genre_scores_gemma":[0.5692776,0.0004365314,0.022119794,0.0022540921,0.00076610333,0.40457848,0.00021452192,0.000108929926,0.00024397005],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9820974,0.007482011,0.0045189043,0.0015944599,0.00081308273,0.0034941428],"domain_scores_gemma":[0.9901306,0.00215615,0.0023845509,0.001269928,0.0009036529,0.0031550967],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.014128325,0.0008092273,0.00339461,0.00087147305,0.0017543508,0.00006759674,0.0004555896,0.00064710574,0.0000958778],"category_scores_gemma":[0.001358646,0.0006389481,0.00024185311,0.0018110969,0.00066423824,0.00035080317,0.00014134342,0.0014375724,0.000044845507],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.693524,0.004304891,0.020321364,0.0043652784,0.000033830303,0.0000011563495,0.0030704995,0.0000051254133,0.000004028001,0.00022872291,0.0013409072,0.27280018],"study_design_scores_gemma":[0.9223429,0.039570592,0.020666633,0.0026237336,0.00030523643,6.1518347e-7,0.00060498866,0.006046784,0.000018889066,0.0006052473,0.0066015106,0.0006128535],"about_ca_topic_score_codex":0.0012772451,"about_ca_topic_score_gemma":0.005853391,"teacher_disagreement_score":0.27421805,"about_ca_system_score_codex":0.0006387366,"about_ca_system_score_gemma":0.00465587,"threshold_uncertainty_score":0.9996062},"labels":[],"label_agreement":null},{"id":"W2890731358","doi":"10.2196/mhealth.8256","title":"An mHealth App for Self-Management of Chronic Lower Back Pain (Limbr): Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Oswestry Disability Index; Physical therapy; Health coaching; Medicine; Self-management; Activities of daily living; Psychological intervention; Coaching; Rehabilitation; Low back pain; Pedometer; Physical medicine and rehabilitation; Psychology; Intervention (counseling); Physical activity; Nursing; Computer science","score_opus":0.036431887669443455,"score_gpt":0.38703095257868386,"score_spread":0.3505990649092404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890731358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877297,0.00062056485,0.0012516764,0.0022743717,0.00036951707,0.0067687896,0.000014871046,0.00012792932,0.0008425395],"genre_scores_gemma":[0.9929499,0.00038661936,0.003946709,0.0013682364,0.00068886846,0.00028633783,0.00004514728,0.000043235505,0.00028495866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997253,0.00039921404,0.00076171226,0.0005755031,0.0003485269,0.00066202105],"domain_scores_gemma":[0.99804,0.00017288583,0.0002780894,0.0005789156,0.00021144582,0.0007186486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032011569,0.00024029374,0.0005509714,0.00017663917,0.00027244652,0.000011980991,0.000108868146,0.00007898073,0.000076379576],"category_scores_gemma":[0.000030180243,0.00019368035,0.00006595664,0.00030239904,0.00014825386,0.000089256995,0.000027829403,0.00018317286,0.000024218565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015601724,0.068281434,0.08789667,0.37752658,0.00070265064,0.000013864368,0.01646805,0.000009085026,0.0009576344,0.007993403,0.029464265,0.39508462],"study_design_scores_gemma":[0.010841665,0.22362624,0.7492025,0.00069519534,0.00022253039,0.000003734175,0.0030270305,0.0030243942,0.000011867346,0.000254465,0.00877129,0.00031911666],"about_ca_topic_score_codex":0.00017384956,"about_ca_topic_score_gemma":0.00021078579,"teacher_disagreement_score":0.6613058,"about_ca_system_score_codex":0.0002733017,"about_ca_system_score_gemma":0.0004908488,"threshold_uncertainty_score":0.78980553},"labels":[],"label_agreement":null},{"id":"W2890853699","doi":"10.2196/11107","title":"A Mobile App to Provide Evidence-Based Information About Crystal Methamphetamine (Ice) to the Community (Cracks in the Ice): Co-Design and Beta Testing","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"Methamphetamine; Mobile device; Internet privacy; Psychology; Computer science; World Wide Web; Psychiatry","score_opus":0.21543865454230005,"score_gpt":0.48194694167841823,"score_spread":0.2665082871361182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890853699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97598314,0.00092637195,0.002952328,0.015777897,0.00022071305,0.0033371164,0.00005278761,0.00007922455,0.00067039754],"genre_scores_gemma":[0.9378329,0.00015051595,0.0017061478,0.059396587,0.00022138732,0.00060180743,0.000023116007,0.000011712597,0.00005581377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994311,0.0037797203,0.00068274845,0.00027371646,0.0002332544,0.0007195886],"domain_scores_gemma":[0.9944422,0.0041570044,0.000287163,0.00043282058,0.00018241732,0.00049835886],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009237658,0.0002632978,0.00039093045,0.00026554833,0.0018023185,0.00007355087,0.00042303614,0.00027587893,0.00006072435],"category_scores_gemma":[0.00072784815,0.00017190668,0.000043040724,0.000899206,0.0004742092,0.0003089722,0.000107925676,0.0013913048,0.00007195231],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008453618,0.0014865029,0.0572156,0.002982954,0.00021171384,0.000021447908,0.21325406,0.006928687,0.0015107417,0.0012247153,0.08756512,0.61914486],"study_design_scores_gemma":[0.007817167,0.017772522,0.32980156,0.00064352126,0.001034185,0.00017737594,0.02412607,0.08474266,0.0024313417,0.0010342413,0.5289694,0.0014499598],"about_ca_topic_score_codex":0.0010098964,"about_ca_topic_score_gemma":0.00124617,"teacher_disagreement_score":0.61769485,"about_ca_system_score_codex":0.00011236014,"about_ca_system_score_gemma":0.0005102276,"threshold_uncertainty_score":0.9994972},"labels":[],"label_agreement":null},{"id":"W2890904488","doi":"10.2196/11432","title":"Mobile Apps for Oral Health Promotion: Content Review and Heuristic Usability Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research","keywords":"Usability; mHealth; Psychological intervention; Mobile phone; Health promotion; Medicine; Internet privacy; Public health; Nursing; Computer science","score_opus":0.22045597087921637,"score_gpt":0.5258168549022022,"score_spread":0.30536088402298583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890904488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36198694,0.29297465,0.027128147,0.15303203,0.0028834275,0.15298839,0.003436981,0.001734314,0.003835102],"genre_scores_gemma":[0.6855731,0.15150943,0.008004687,0.08212273,0.0012145016,0.06862823,0.00077050057,0.00012253397,0.0020542631],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99233794,0.0012689766,0.0025835373,0.0013142492,0.00036871436,0.0021265915],"domain_scores_gemma":[0.99323773,0.0007439936,0.001306885,0.0009835385,0.00079663604,0.0029312058],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0058270795,0.0004660203,0.0018070332,0.00034419337,0.0038599418,0.00002071098,0.00023809486,0.0003179487,0.00033834198],"category_scores_gemma":[0.00039395576,0.00040647405,0.00015902973,0.0013427475,0.00045653462,0.00015887279,0.00013237819,0.0008224296,0.000078434],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009011221,0.0017117695,0.14140593,0.2244316,0.0003019539,0.0000013073969,0.004065698,9.651852e-7,0.000005418695,0.03382697,0.19019422,0.40315303],"study_design_scores_gemma":[0.0041802204,0.006831164,0.22902724,0.0015932404,0.0015289374,0.000018132792,0.0011496663,0.00088385236,0.0000011546008,0.003445596,0.7506372,0.00070361025],"about_ca_topic_score_codex":0.0013035588,"about_ca_topic_score_gemma":0.002235318,"teacher_disagreement_score":0.560443,"about_ca_system_score_codex":0.0005393739,"about_ca_system_score_gemma":0.002817887,"threshold_uncertainty_score":0.9998387},"labels":[],"label_agreement":null},{"id":"W2891290656","doi":"10.2196/10706","title":"Medical-Grade Physical Activity Monitoring for Measuring Step Count and Moderate-to-Vigorous Physical Activity: Validity and Reliability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Acadia University; Dalhousie University","funders":"","keywords":"Pedometer; Intraclass correlation; Physical activity; Medicine; Treadmill; Physical therapy; Activity monitor; Activity tracker; Reliability (semiconductor); Criterion validity; Surgery; Construct validity; Patient satisfaction","score_opus":0.16702595367692344,"score_gpt":0.44513882055606613,"score_spread":0.2781128668791427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891290656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893138,0.0000421493,0.0009656527,0.0059458516,0.00022474136,0.0032531428,0.000047240963,0.00015011021,0.0000573577],"genre_scores_gemma":[0.9961122,0.00015847116,0.00031846276,0.0004079557,0.002594124,0.00033026809,0.0000029330083,0.000051789877,0.000023776533],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961013,0.00038955503,0.0003092487,0.0011866438,0.0009461319,0.0010671038],"domain_scores_gemma":[0.9958472,0.00086451916,0.00020046032,0.000498991,0.00021539738,0.0023734276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014124552,0.00044682506,0.0014076098,0.00011478922,0.0010037776,0.000069356116,0.0001100396,0.00019570065,0.0000020996538],"category_scores_gemma":[0.00036714788,0.00037784557,0.00008604272,0.0002781111,0.00036176256,0.0003406748,0.00019345837,0.0009619627,0.000004230283],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026758717,0.068163335,0.18692695,0.022156527,0.00024091241,0.00005870027,0.03221029,0.000007019689,0.0039176187,0.00077865785,0.0007507502,0.6580305],"study_design_scores_gemma":[0.0057360968,0.013235619,0.95020425,0.00031447472,0.000269256,0.00003848753,0.00056533463,0.025999317,0.0016409988,0.0010354327,0.00045474994,0.0005059557],"about_ca_topic_score_codex":0.0012253422,"about_ca_topic_score_gemma":0.00013873329,"teacher_disagreement_score":0.76327735,"about_ca_system_score_codex":0.0003488303,"about_ca_system_score_gemma":0.00078258675,"threshold_uncertainty_score":0.9998673},"labels":[],"label_agreement":null},{"id":"W2891342490","doi":"10.2196/11400","title":"Exploration of Users’ Perspectives and Needs and Design of a Type 1 Diabetes Management Mobile App: Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Type 1 diabetes; Popularity; Diabetes mellitus; Medicine; Diabetes management; mHealth; Qualitative research; Type 2 diabetes; Family medicine; Medical education; Psychology; Nursing; Gerontology; Social psychology","score_opus":0.10812605538430396,"score_gpt":0.49461352544778586,"score_spread":0.3864874700634819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891342490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97636753,0.005934402,0.005012978,0.00080390903,0.00033357416,0.010889588,0.000027009462,0.000088201115,0.0005427826],"genre_scores_gemma":[0.96586734,0.011723175,0.016219532,0.0005842249,0.00019292251,0.0051830625,0.000011427973,0.00003804559,0.00018029561],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957025,0.0015651658,0.001178993,0.00053102354,0.00024586395,0.00077645195],"domain_scores_gemma":[0.99685997,0.00080432894,0.00073439605,0.0004668466,0.00041795807,0.0007164895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003487005,0.00025449254,0.0006852487,0.00046714718,0.0009553922,0.000008401206,0.00012224658,0.00019066104,0.00003834836],"category_scores_gemma":[0.000098919154,0.00022904747,0.00002252662,0.0007705986,0.00035247864,0.00021473703,0.00015637113,0.00038269671,0.000007140846],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018778612,0.0021563524,0.14440548,0.029840382,0.00015127228,0.0000012684318,0.19263275,0.00001051416,0.00024013306,0.03270971,0.0082129575,0.58776134],"study_design_scores_gemma":[0.0066561974,0.013778005,0.53967476,0.0007265817,0.00037143123,0.0000034308325,0.40269196,0.0018763826,0.00006924674,0.0047616586,0.028790493,0.00059987284],"about_ca_topic_score_codex":0.0002571817,"about_ca_topic_score_gemma":0.00006869652,"teacher_disagreement_score":0.5871614,"about_ca_system_score_codex":0.00009636719,"about_ca_system_score_gemma":0.0005067485,"threshold_uncertainty_score":0.93402845},"labels":[],"label_agreement":null},{"id":"W2891458167","doi":"10.2196/mhealth.9856","title":"Development of an mHealth platform for HIV Care: Gathering User Perspectives Through Co-Design Workshops and Interviews","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Thematic analysis; Health care; Human immunodeficiency virus (HIV); Medicine; Nursing; Telemedicine; Qualitative research; Psychology; Family medicine; Psychological intervention; Political science","score_opus":0.17085881944243733,"score_gpt":0.4900509869654398,"score_spread":0.3191921675230025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891458167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9052527,0.010227352,0.05625807,0.00440086,0.000753406,0.019851055,0.00026200083,0.00039512108,0.0025994584],"genre_scores_gemma":[0.7379434,0.007460665,0.23059726,0.006689651,0.0016367411,0.014802525,0.0002454208,0.00019113824,0.0004331724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99406326,0.0005063061,0.0021474438,0.001063165,0.00035712917,0.0018627187],"domain_scores_gemma":[0.99521244,0.000751235,0.0011463268,0.00070264004,0.0005775255,0.0016098627],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028073161,0.00048369073,0.0010106566,0.0002558476,0.0035178326,0.000021830007,0.00030575154,0.00047297796,0.00010531234],"category_scores_gemma":[0.0001195806,0.00043464158,0.0000648986,0.00039598029,0.00036925773,0.0003907452,0.000120470904,0.0008184723,0.00003912605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002820864,0.0005985411,0.003992171,0.030539682,0.000049367653,0.0000010623867,0.42529243,0.000001940461,0.00009382238,0.037354864,0.011342648,0.4879126],"study_design_scores_gemma":[0.007420994,0.0026656492,0.044089645,0.0014027685,0.00010801603,0.000016678938,0.1716063,0.00085231423,0.00016508257,0.0023125703,0.76849794,0.0008620552],"about_ca_topic_score_codex":0.00026605575,"about_ca_topic_score_gemma":0.0010383939,"teacher_disagreement_score":0.7571553,"about_ca_system_score_codex":0.00064895715,"about_ca_system_score_gemma":0.0043035885,"threshold_uncertainty_score":0.9998105},"labels":[],"label_agreement":null},{"id":"W2891497594","doi":"10.2196/10321","title":"Mobile App for Improved Self-Management of Type 2 Diabetes: Multicenter Pragmatic Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":221,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Manitoba; Women's College Hospital; University of Toronto","funders":"","keywords":"Randomized controlled trial; Medicine; mHealth; Self-management; Diabetes mellitus; Intervention (counseling); Population; Diabetes management; Clinical trial; Type 2 diabetes; Medical prescription; Physical therapy; Psychological intervention; Health care; Family medicine; Gerontology; Internal medicine; Nursing; Environmental health; Computer science","score_opus":0.029022631573724252,"score_gpt":0.4240665460174599,"score_spread":0.39504391444373566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891497594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6613205,0.0063255513,0.0027211898,0.0040291958,0.006438707,0.30934855,0.0002482268,0.00080102705,0.00876703],"genre_scores_gemma":[0.67537606,0.011730117,0.01764505,0.008186993,0.002094361,0.2823791,0.0002191588,0.00013800616,0.0022311972],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9925253,0.0013810425,0.0033572917,0.00071796204,0.00030862135,0.001709795],"domain_scores_gemma":[0.992423,0.0027633046,0.002121463,0.0007433438,0.0008040452,0.0011448634],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0064584124,0.00041792524,0.0026489045,0.0002709833,0.001429893,0.0000124272665,0.000271102,0.00038207512,0.00017380883],"category_scores_gemma":[0.00036560305,0.00031725367,0.00026461354,0.00043394012,0.00027602311,0.00010679854,0.000103316845,0.00052638416,0.00008000413],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9378853,0.0009464416,0.00015465508,0.024240894,0.00023071145,2.0128495e-7,0.0030035407,4.78003e-7,0.000013056911,0.010082496,0.009451204,0.013991037],"study_design_scores_gemma":[0.90089893,0.002584105,0.00014662546,0.00040307708,0.0005132421,2.8641068e-7,0.0007546784,0.0069201933,0.0000029274893,0.0009867505,0.0865605,0.00022868587],"about_ca_topic_score_codex":0.00007687255,"about_ca_topic_score_gemma":0.000036939076,"teacher_disagreement_score":0.0771093,"about_ca_system_score_codex":0.00023756493,"about_ca_system_score_gemma":0.0015645496,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W2891520230","doi":"10.2196/11661","title":"Preliminary Effectiveness of a Smartphone App to Reduce Depressive Symptoms in the Workplace: Feasibility and Acceptability Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"icare Foundation; Movember Foundation","keywords":"Smartphone app; mHealth; Depressive symptoms; Smartphone application; Psychology; Mobile apps; Applied psychology; Medicine; Physical therapy; Psychological intervention; Clinical psychology; Psychiatry; Internet privacy; Multimedia; Computer science; World Wide Web; Anxiety","score_opus":0.06081980646109616,"score_gpt":0.45558936361130037,"score_spread":0.39476955715020423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891520230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99103785,0.0009596315,0.0000244648,0.0006348585,0.00051262963,0.005530184,0.00005772848,0.00003585248,0.0012067921],"genre_scores_gemma":[0.9983566,0.000007298784,0.000047012563,0.00037835672,0.00008011403,0.001060706,0.000006294348,0.000017520431,0.000046138706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957184,0.0020035924,0.00073695433,0.00071406673,0.0002375387,0.00058943423],"domain_scores_gemma":[0.997773,0.00083216914,0.0002282202,0.00068684074,0.00008890648,0.00039089256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032645918,0.0002105791,0.00045503635,0.00015541248,0.00022736283,0.00002667514,0.0002496743,0.00010838316,0.000051964198],"category_scores_gemma":[0.00013399421,0.0001628283,0.00004429748,0.00056231744,0.00031703623,0.00012520795,0.00015589461,0.00031900764,0.00001992618],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008492725,0.005718395,0.88368726,0.0024465092,0.000026422804,0.0000074899463,0.019120315,3.4541029e-7,0.000004432356,0.00061237375,0.00040569302,0.07947803],"study_design_scores_gemma":[0.0022353707,0.009660822,0.9835714,0.00019370373,0.000025198726,0.000024049663,0.0032794317,0.0000038943963,0.000023300201,0.0008077049,0.00006300996,0.0001120813],"about_ca_topic_score_codex":0.0013180972,"about_ca_topic_score_gemma":0.00070457684,"teacher_disagreement_score":0.09988417,"about_ca_system_score_codex":0.00019191543,"about_ca_system_score_gemma":0.00014235023,"threshold_uncertainty_score":0.66399455},"labels":[],"label_agreement":null},{"id":"W2891525603","doi":"10.2196/mhealth.9472","title":"Combining Continuous Smartphone Native Sensors Data Capture and Unsupervised Data Mining Techniques for Behavioral Changes Detection: A Case Series of the Evidence-Based Behavior (eB2) Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fondation de France; European Commission; Instituto de Salud Carlos III; Comunidad de Madrid; Fondation de l'Avenir pour la Recherche Médicale Appliquée; American Foundation for Suicide Prevention","keywords":"Computer science; Series (stratigraphy); Data mining","score_opus":0.29276699470269163,"score_gpt":0.4899225576269871,"score_spread":0.19715556292429548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891525603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98952264,0.0009325187,0.00005650887,0.0019242053,0.0008393959,0.004246913,0.00234722,0.00009522264,0.000035405614],"genre_scores_gemma":[0.9972236,0.0000184113,0.0010075425,0.00043653042,0.00016637247,0.0008259642,0.00012018288,0.000039761337,0.00016164506],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997277,0.00045893615,0.00068345375,0.00081962114,0.00022841315,0.000532533],"domain_scores_gemma":[0.99723697,0.00033192695,0.000506257,0.0014224014,0.00021458039,0.00028788013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013918926,0.00026066712,0.00046951076,0.0001598983,0.0007653467,0.000059269332,0.0004983171,0.00014613051,0.00002124591],"category_scores_gemma":[0.00011453781,0.00021119582,0.00003232295,0.00031744008,0.00050872285,0.0004431729,0.00046685466,0.00026931657,0.0000010611623],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006203907,0.008519865,0.17069323,0.0054062055,0.00017390084,0.00039862716,0.057200003,7.011575e-8,0.00019035445,0.00028639843,0.004907474,0.74601996],"study_design_scores_gemma":[0.019724132,0.10819756,0.54982454,0.006837681,0.0030657938,0.009456416,0.28840572,0.001012067,0.0039824457,0.00021726107,0.006870274,0.0024061361],"about_ca_topic_score_codex":0.0033771442,"about_ca_topic_score_gemma":0.016030177,"teacher_disagreement_score":0.74361384,"about_ca_system_score_codex":0.00007675983,"about_ca_system_score_gemma":0.00021152204,"threshold_uncertainty_score":0.8945216},"labels":[],"label_agreement":null},{"id":"W2891995173","doi":"10.2196/mhealth.9351","title":"Better Ask Than Tell: Responses to mHealth Interrogative Reminders and Associations With Colorectal Cancer Screening Subsequent Uptake in a Prospective Cohort Intervention","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interrogative; Short Message Service; Medicine; Cohort; Logistic regression; Text message; Intervention (counseling); Population; Psychology; Internal medicine; Nursing; Computer science","score_opus":0.046950649505172574,"score_gpt":0.3835735426173524,"score_spread":0.3366228931121798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891995173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924404,0.0003629186,0.0006074902,0.003913356,0.00015408416,0.00197266,0.000047803707,0.00009285491,0.0004084295],"genre_scores_gemma":[0.996179,0.0001409145,0.0013201828,0.0013517879,0.0002680853,0.00053824246,0.000023194858,0.000032743843,0.00014583497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977659,0.00021250603,0.0004890049,0.0006279621,0.00033292314,0.00057171145],"domain_scores_gemma":[0.9986883,0.000118290765,0.00026969166,0.00014629017,0.00023764647,0.0005397959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009854208,0.00023715445,0.00047758812,0.00041607616,0.00034041313,0.000041037343,0.000049216465,0.00014053968,0.00001881108],"category_scores_gemma":[0.00013981573,0.00020467326,0.0000443736,0.0006480357,0.00017864282,0.00014560166,0.000048309994,0.0004985949,0.0000030524573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01543816,0.00011137658,0.9433473,0.00024802447,0.000060733582,0.0000087089265,0.0075957393,0.0000010897348,0.00005936435,0.000026907068,0.00016021974,0.0329424],"study_design_scores_gemma":[0.0023799704,0.009945683,0.98394424,0.0006924497,0.000088951514,0.000057544974,0.0017933166,0.00034706303,0.00032683543,0.000041633048,0.00020994814,0.00017236051],"about_ca_topic_score_codex":0.0063497713,"about_ca_topic_score_gemma":0.042250194,"teacher_disagreement_score":0.040596966,"about_ca_system_score_codex":0.0010215183,"about_ca_system_score_gemma":0.0005158931,"threshold_uncertainty_score":0.9752262},"labels":[],"label_agreement":null},{"id":"W2892231647","doi":"10.2196/10314","title":"Identifying Evidence-Informed Physical Activity Apps: Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Inclusion (mineral); German; Health promotion; Promotion (chess); Population; Psychology; Internet privacy; Medicine; Public health; Computer science; Physical therapy; Social psychology; Nursing","score_opus":0.33887037010219223,"score_gpt":0.5604993577737346,"score_spread":0.22162898767154238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892231647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776697,0.0010252863,0.0030436977,0.0079603605,0.00079917134,0.0054387595,0.00007790265,0.00039533817,0.0035897817],"genre_scores_gemma":[0.9794222,0.0033646736,0.00074845244,0.006839741,0.0020642162,0.006023843,0.000046948997,0.000048070793,0.0014418409],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9939165,0.00084061886,0.0012743231,0.0010243288,0.0006606751,0.002283564],"domain_scores_gemma":[0.9931435,0.0016760045,0.0010979024,0.0010102191,0.000566319,0.0025060324],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021041967,0.00043550855,0.0011268918,0.0006418048,0.0039447173,0.000037048354,0.0003529961,0.00037415166,0.0003313436],"category_scores_gemma":[0.00044959775,0.00037927675,0.00020871907,0.0020430882,0.00037624297,0.0004992627,0.00020471122,0.0013523162,0.0007491578],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003158415,0.0015763526,0.33674788,0.024038818,0.0004847725,0.000008818824,0.02956762,0.0000033547549,0.00031948523,0.033886783,0.05743646,0.51277125],"study_design_scores_gemma":[0.0019044206,0.0007271158,0.916418,0.00058425125,0.0006762265,0.0000050356107,0.0027227378,0.0025982647,0.000029895798,0.00082117424,0.07303283,0.000480059],"about_ca_topic_score_codex":0.0029563233,"about_ca_topic_score_gemma":0.0025847694,"teacher_disagreement_score":0.5796701,"about_ca_system_score_codex":0.0007599213,"about_ca_system_score_gemma":0.0035725373,"threshold_uncertainty_score":0.9998659},"labels":[],"label_agreement":null},{"id":"W2892290008","doi":"10.2196/11450","title":"A Mobile Health Intervention for HIV Prevention Among Racially and Ethnically Diverse Young Men: Usability Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Ethnically diverse; Usability; Human immunodeficiency virus (HIV); Intervention (counseling); mHealth; Medicine; Psychology; Gerontology; Psychological intervention; Computer science; Environmental health; Family medicine; Population; Nursing","score_opus":0.11733855673634117,"score_gpt":0.5237482913773852,"score_spread":0.406409734641044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892290008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.907314,0.004181473,0.01624049,0.00798268,0.0014757224,0.057667233,0.0003767421,0.00046498608,0.0042966935],"genre_scores_gemma":[0.9363513,0.0033581941,0.0028733665,0.0031905237,0.0012513688,0.051417794,0.00046174912,0.000065605745,0.0010300714],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9919441,0.0022521368,0.0023170367,0.0011941228,0.0006016937,0.0016909116],"domain_scores_gemma":[0.9943545,0.0005956739,0.0015241206,0.0006850491,0.000973068,0.0018676237],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0118723065,0.00039849078,0.0008121311,0.00027914043,0.003952334,0.00003337083,0.00020991794,0.0004863292,0.00029412983],"category_scores_gemma":[0.0006197194,0.00038860133,0.00012764482,0.00045020494,0.00047371682,0.00039631125,0.00017044826,0.0008432691,0.00007376089],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016290668,0.00085705565,0.11948764,0.013857783,0.000034159304,2.682104e-7,0.012601386,0.000002732863,0.000013905656,0.009614136,0.057253353,0.78464854],"study_design_scores_gemma":[0.015486832,0.00962917,0.8016652,0.0012619194,0.0002697892,0.000012208152,0.0115548605,0.015059374,0.0000050282883,0.015535741,0.12877685,0.0007430601],"about_ca_topic_score_codex":0.0016065395,"about_ca_topic_score_gemma":0.0050998237,"teacher_disagreement_score":0.78390545,"about_ca_system_score_codex":0.0009846939,"about_ca_system_score_gemma":0.0033047956,"threshold_uncertainty_score":0.9998566},"labels":[],"label_agreement":null},{"id":"W2895821558","doi":"10.2196/11919","title":"Mobile Phone Apps Targeting Medication Adherence: Quality Assessment and Content Analysis of User Reviews","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Canada; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Canadian Arthritis Network; Michael Smith Health Research BC; Arthritis Society","keywords":"Mobile phone; mHealth; Medication adherence; Quality (philosophy); Internet privacy; Computer science; Multimedia; World Wide Web; Medicine; Psychological intervention; Nursing; Telecommunications","score_opus":0.24902154907659985,"score_gpt":0.5559365724062096,"score_spread":0.3069150233296098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895821558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969124,0.0132044675,0.00345728,0.0023433333,0.00066830195,0.008933527,0.00020246734,0.00013378951,0.0019328165],"genre_scores_gemma":[0.92551833,0.05322295,0.0043014036,0.0058144997,0.00050317164,0.009861247,0.0003005895,0.00003047072,0.0004473497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9927121,0.0017395198,0.00312503,0.00080504885,0.00048608638,0.0011322441],"domain_scores_gemma":[0.9940934,0.0007496627,0.0023246985,0.00074044504,0.00056303403,0.0015287712],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007798468,0.00031171527,0.0014154242,0.00043893635,0.0016381864,0.000010185036,0.00020433342,0.00034583386,0.00056178943],"category_scores_gemma":[0.00027631706,0.000260674,0.00010678138,0.0012835988,0.00037064462,0.00014096496,0.00012719896,0.0008175222,0.000058730133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047069695,0.000664013,0.590468,0.019157201,0.0001985261,5.6800013e-7,0.010938731,0.0000012019418,0.00047452783,0.022316854,0.044929653,0.31038004],"study_design_scores_gemma":[0.0016638554,0.0007113356,0.78137416,0.0003203616,0.00043762563,9.075073e-7,0.003946256,0.0006468982,0.0000061514525,0.0002446533,0.21039657,0.00025123294],"about_ca_topic_score_codex":0.0029549748,"about_ca_topic_score_gemma":0.0010754968,"teacher_disagreement_score":0.3101288,"about_ca_system_score_codex":0.00032393303,"about_ca_system_score_gemma":0.0017854439,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W2895853183","doi":"10.2196/11638","title":"Change in Patient Comfort Using Mobile Phones Following the Use of an App to Monitor Tuberculosis Treatment Adherence: Longitudinal Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"mHealth; Mobile apps; Mobile phone; Tuberculosis; Medicine; Mobile device; Medical emergency; Computer science; Psychological intervention; World Wide Web; Nursing; Telecommunications","score_opus":0.26504934996981616,"score_gpt":0.5135533220097034,"score_spread":0.24850397203988722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895853183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977378,0.0004872637,0.000035336758,0.00077339954,0.0008391965,0.020265527,0.00010852077,0.00008261049,0.00003014459],"genre_scores_gemma":[0.9677468,0.0004382813,0.0012579742,0.0024232732,0.00079711707,0.027222252,0.000029424315,0.000051061827,0.000033833992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945789,0.0010427502,0.00165931,0.00080266234,0.00045375328,0.001462621],"domain_scores_gemma":[0.9964087,0.00051022985,0.0005954548,0.0009279693,0.00021679145,0.0013408408],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011628056,0.00037836493,0.0008024602,0.00035558868,0.0020298518,0.000020265645,0.00022070514,0.00021969405,0.00006577325],"category_scores_gemma":[0.00005385485,0.0002736013,0.00007716758,0.0009764474,0.00011144715,0.0002945574,0.00013482112,0.00049877784,0.000032237604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075159717,0.0021686614,0.7357892,0.0010471831,0.000027314612,0.000008123182,0.05897802,0.000026207495,0.000015369957,0.000086287386,0.00045162105,0.20065041],"study_design_scores_gemma":[0.0035193295,0.01396658,0.93838876,0.00053357036,0.0001480581,0.000008664364,0.021482145,0.0024702547,0.000019105426,0.000047421687,0.01899891,0.00041719474],"about_ca_topic_score_codex":0.061129477,"about_ca_topic_score_gemma":0.016319172,"teacher_disagreement_score":0.20259956,"about_ca_system_score_codex":0.0007326302,"about_ca_system_score_gemma":0.0010136882,"threshold_uncertainty_score":0.9999716},"labels":[],"label_agreement":null},{"id":"W2895942590","doi":"10.2196/11210","title":"A Mobile App for Assisting Users to Make Informed Selections in Security Settings for Protecting Personal Health Data: Development and Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; National Center for Chronic Disease Prevention and Health Promotion; National Institutes of Health; National Science Foundation","keywords":"Internet privacy; Personally identifiable information; Computer science; Meaning (existential); Mobile device; Privacy policy; Computer security; Information privacy; Mobile apps; World Wide Web; Psychology","score_opus":0.18908134342451852,"score_gpt":0.5248634143185716,"score_spread":0.3357820708940531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895942590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92188984,0.00043144813,0.0036181102,0.005720571,0.0004504255,0.06690469,0.0005879007,0.0002745006,0.00012249092],"genre_scores_gemma":[0.8772624,0.00013529371,0.023918513,0.009752759,0.00082754093,0.08754056,0.00032173592,0.00007875818,0.00016244467],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99244785,0.0007145709,0.0024064537,0.001579027,0.00036922627,0.002482887],"domain_scores_gemma":[0.9939827,0.0016870061,0.0010050129,0.0007359137,0.00051502994,0.0020743613],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011056232,0.00043720365,0.00095111626,0.00046121,0.00737519,0.00004379239,0.00031991032,0.0002902632,0.000010980894],"category_scores_gemma":[0.0015320783,0.00043480002,0.000039660754,0.00091500144,0.0001177637,0.00023291416,0.0003215718,0.0011572153,0.000009940351],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003192589,0.0018632162,0.35639432,0.04492816,0.000038481467,7.433859e-7,0.21214302,0.0000018755551,0.0000071309078,0.0007142607,0.02255789,0.35815832],"study_design_scores_gemma":[0.011073728,0.0074786595,0.37941015,0.0010571413,0.000054972727,0.000013749221,0.07356268,0.0041919174,0.000003876396,0.00050730474,0.52184314,0.00080267765],"about_ca_topic_score_codex":0.0018599854,"about_ca_topic_score_gemma":0.040122464,"teacher_disagreement_score":0.49928525,"about_ca_system_score_codex":0.0015058148,"about_ca_system_score_gemma":0.010338059,"threshold_uncertainty_score":0.9998104},"labels":[],"label_agreement":null},{"id":"W2895966773","doi":"10.2196/11271","title":"Adherence to a Mindfulness and Relaxation Self-Care App for Cancer Patients: Mixed-Methods Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mindfulness; Psychological intervention; Medicine; Quality of life (healthcare); Distress; Psychosocial; Clinical psychology; Physical therapy; Psychiatry; Nursing","score_opus":0.0582895738933032,"score_gpt":0.45306348958669346,"score_spread":0.39477391569339026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895966773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99192536,0.00088173256,0.001021416,0.0006485763,0.0008702336,0.0043801065,0.00009350599,0.00008059239,0.000098455035],"genre_scores_gemma":[0.9945176,0.000028323597,0.001951211,0.0015581492,0.000407418,0.0014167011,0.000030612482,0.000024241896,0.00006574379],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998153,0.00021106288,0.0003866955,0.0005972336,0.00022366215,0.00042839986],"domain_scores_gemma":[0.99822056,0.000117728436,0.00016610169,0.0002974663,0.00054608885,0.0006520717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071257714,0.0001888067,0.00040639387,0.000100908765,0.0003296036,0.00002421177,0.00006027686,0.00010815647,0.000022613727],"category_scores_gemma":[0.00011777904,0.00016172293,0.000035464884,0.00029260773,0.000057080448,0.00007508784,0.000048339054,0.00016074453,0.0000027341919],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015238478,0.0005196049,0.37103432,0.0033487384,0.00001791197,4.654845e-7,0.03204246,5.383334e-8,0.0000027343467,0.000046357476,0.001151552,0.59031194],"study_design_scores_gemma":[0.0036528253,0.012222973,0.9612625,0.00017164656,0.00015956459,0.0000022751215,0.013790943,0.000040925228,0.00018799063,0.00012382372,0.008171238,0.00021327425],"about_ca_topic_score_codex":0.0021000148,"about_ca_topic_score_gemma":0.011329034,"teacher_disagreement_score":0.5902282,"about_ca_system_score_codex":0.0003233285,"about_ca_system_score_gemma":0.00050029764,"threshold_uncertainty_score":0.65948695},"labels":[],"label_agreement":null},{"id":"W2895983283","doi":"10.2196/mhealth.9836","title":"Assessing the Quality of Mobile Phone Apps for Weight Management: User-Centered Study With Employees From a Lebanese University","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight management; mHealth; Mobile phone; Quality (philosophy); Rating scale; Medicine; Psychology; Interquartile range; Gerontology; Applied psychology; Obesity; Weight loss; Computer science; Psychological intervention; Nursing","score_opus":0.11117564453874108,"score_gpt":0.48204846472770874,"score_spread":0.37087282018896767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895983283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788526,0.0004676005,0.0018324993,0.0017077026,0.00038938865,0.015024872,0.00028289878,0.00014399609,0.0012984026],"genre_scores_gemma":[0.99027807,0.0010056981,0.002030916,0.0016865436,0.00043552797,0.003772758,0.00010409694,0.000049948256,0.00063642475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948688,0.0013680647,0.0013525327,0.00078813557,0.00043928626,0.001183191],"domain_scores_gemma":[0.99524516,0.0013274836,0.0012404845,0.0009790693,0.0004145861,0.00079320767],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026362154,0.0003184278,0.00076849526,0.00018800417,0.0034177667,0.000021825417,0.00041793354,0.00019471359,0.00011061137],"category_scores_gemma":[0.000041990756,0.00022740514,0.00006612323,0.0006517791,0.00033840927,0.00024827212,0.0001648535,0.00057828147,0.000031699794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009222559,0.0051678335,0.76925665,0.019062348,0.0003088998,0.000009579754,0.031047393,0.0000032333328,0.000039014572,0.022179695,0.025509696,0.118193105],"study_design_scores_gemma":[0.010056171,0.0021929918,0.7440885,0.00040177672,0.00021161274,0.000001517408,0.055871304,0.000082835824,0.0000060738366,0.0005717211,0.18619429,0.00032122608],"about_ca_topic_score_codex":0.0051102084,"about_ca_topic_score_gemma":0.0049242065,"teacher_disagreement_score":0.16068459,"about_ca_system_score_codex":0.00027236642,"about_ca_system_score_gemma":0.0011889075,"threshold_uncertainty_score":0.9978796},"labels":[],"label_agreement":null},{"id":"W2895995041","doi":"10.2196/12106","title":"An Empathy-Driven, Conversational Artificial Intelligence Agent (Wysa) for Digital Mental Well-Being: Real-World Data Evaluation Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":971,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; mHealth; Psychology; Psychosocial; Population; Government (linguistics); Mobile phone; Psychological intervention; Internet privacy; Applied psychology; Medicine; Psychiatry; Computer science","score_opus":0.25906821314928874,"score_gpt":0.5721715764359566,"score_spread":0.3131033632866679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895995041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96938336,0.0000804972,0.012738604,0.0019025909,0.005308731,0.0056817736,0.001118742,0.00017575345,0.0036099202],"genre_scores_gemma":[0.9923899,0.000009658872,0.0034095799,0.0006577302,0.0009031831,0.0006574011,0.0016710679,0.00005434385,0.00024712697],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952422,0.00080970785,0.0013039722,0.0012022177,0.0005718377,0.000870084],"domain_scores_gemma":[0.99684036,0.00042320957,0.00056989683,0.0010693332,0.00028589065,0.0008113211],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036363478,0.00031899626,0.0004256472,0.00034832954,0.000696329,0.00021739074,0.00055006676,0.000096148375,0.00031467128],"category_scores_gemma":[0.00010788073,0.00032931226,0.00007243787,0.0004463779,0.0003547444,0.00077520276,0.00020293378,0.00024895623,0.00023951163],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012925662,0.0049650157,0.0071449843,0.00030614354,0.00008038881,0.0000033173874,0.011874136,0.00000653484,0.0000028805075,0.024655398,0.0050294185,0.9446392],"study_design_scores_gemma":[0.00545705,0.051282614,0.5759253,0.00041048325,0.0006756469,0.00007117819,0.089813136,0.18036534,0.00018942753,0.063820876,0.029922502,0.0020664402],"about_ca_topic_score_codex":0.0005077306,"about_ca_topic_score_gemma":0.002434434,"teacher_disagreement_score":0.9425728,"about_ca_system_score_codex":0.0004627162,"about_ca_system_score_gemma":0.00044670186,"threshold_uncertainty_score":0.9999159},"labels":[],"label_agreement":null},{"id":"W2896049907","doi":"10.2196/11420","title":"A Mobile Health Wallet for Pregnancy-Related Health Care in Madagascar: Mixed-Methods Study on Opportunities and Challenges","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Pregnancy; Health care; Medicine; Environmental health; Internet privacy; Computer science; Business; Nursing; Psychological intervention; Economic growth","score_opus":0.18926268334272112,"score_gpt":0.5273834375033019,"score_spread":0.33812075416058074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896049907","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3579991,0.40462974,0.00053323,0.10487185,0.0041567516,0.11851215,0.0011230287,0.001217436,0.0069567286],"genre_scores_gemma":[0.58805346,0.2867711,0.0057970164,0.023513366,0.0008407643,0.09382079,0.0002922384,0.00024906878,0.00066221505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98679787,0.0045385635,0.0031685864,0.0017577885,0.00049415475,0.0032430605],"domain_scores_gemma":[0.9923044,0.0014834382,0.00156876,0.0011492203,0.00041988958,0.0030742777],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0068954867,0.00074505934,0.0018567392,0.0008534095,0.0039117807,0.000026910702,0.00035033203,0.00054244,0.0000493329],"category_scores_gemma":[0.00017709902,0.00070333475,0.0000960933,0.0005811254,0.00034030556,0.0002123186,0.00021569115,0.0014903834,0.000034931887],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061622536,0.0008423591,0.002670437,0.018415034,0.000023342105,0.0000029507028,0.07372442,6.8695454e-7,4.3534868e-7,0.018053904,0.009064407,0.8765858],"study_design_scores_gemma":[0.009088021,0.032298848,0.087043606,0.002592167,0.00003782634,0.000015258871,0.20648405,0.00013914678,9.921661e-7,0.0012056183,0.66041905,0.00067543477],"about_ca_topic_score_codex":0.001591682,"about_ca_topic_score_gemma":0.008657827,"teacher_disagreement_score":0.87591034,"about_ca_system_score_codex":0.0012549148,"about_ca_system_score_gemma":0.0069673387,"threshold_uncertainty_score":0.99954176},"labels":[],"label_agreement":null},{"id":"W2896049927","doi":"10.2196/12221","title":"A Mobile App With Optical Imaging for the Self-Management of Hand Rheumatoid Arthritis: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Self-management; Medicine; mHealth; Physical therapy; Visual analogue scale; Telemedicine; Intervention (counseling); Rheumatoid arthritis; Health care; Nursing; Psychological intervention; Computer science; Artificial intelligence; Internal medicine","score_opus":0.028382445198546012,"score_gpt":0.35383748519919517,"score_spread":0.3254550400006492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896049927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707607,0.021570198,0.0008016771,0.0010794371,0.000077008925,0.005017665,0.000014083674,0.00007910334,0.0006001042],"genre_scores_gemma":[0.95148635,0.045071427,0.001969225,0.00025697434,0.00008971969,0.0010426963,0.0000054486236,0.000029308057,0.000048862716],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99820036,0.000060770653,0.00040644227,0.00033364096,0.00039446182,0.0006043553],"domain_scores_gemma":[0.9987871,0.0001371792,0.000115462695,0.00035625993,0.00019849927,0.00040547634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075032644,0.00017048391,0.00039974652,0.000094728835,0.00059822924,0.000051606537,0.00010596184,0.000019364552,0.000023379353],"category_scores_gemma":[0.000012707516,0.00010522647,0.000030681433,0.00019086307,0.00043914522,0.00007751198,0.00005344735,0.00017359092,0.000006899147],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020660277,0.009377469,0.06238711,0.0058150655,0.00096596044,0.000096087475,0.019463453,0.0000016897543,0.00015032447,0.0113325715,0.005555428,0.8641946],"study_design_scores_gemma":[0.10244268,0.26056114,0.4428294,0.005776009,0.00018785239,0.0011875615,0.061195873,0.0035967238,0.0006285106,0.0013055729,0.11917476,0.0011139045],"about_ca_topic_score_codex":0.00013757694,"about_ca_topic_score_gemma":0.00015549948,"teacher_disagreement_score":0.8630807,"about_ca_system_score_codex":0.0000380207,"about_ca_system_score_gemma":0.00033087577,"threshold_uncertainty_score":0.4601156},"labels":[],"label_agreement":null},{"id":"W2896209233","doi":"10.2196/12202","title":"Corrigendum and Editorial Warning Regarding Use of the MMAS-8 Scale (The Health Buddies App as a Novel Tool to Improve Adherence and Knowledge in Atrial Fibrillation Patients: A Pilot Study)","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Atrial fibrillation; Medicine; Medication adherence; Scale (ratio); Cardiovascular health; Intensive care medicine; Internal medicine; Psychological intervention; Psychiatry; Disease","score_opus":0.09614872199697894,"score_gpt":0.38136857635098403,"score_spread":0.2852198543540051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896209233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87639105,0.0042158626,0.00008453796,0.0036561894,0.10410936,0.01086269,0.00014500754,0.000064699496,0.0004706141],"genre_scores_gemma":[0.837978,0.007828131,0.00089544925,0.0040527703,0.10965111,0.00069602515,0.00026210066,0.00017786546,0.038458567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966145,0.0003190741,0.0010844357,0.0007490672,0.0006579025,0.0005750021],"domain_scores_gemma":[0.9973204,0.00021915056,0.0010099773,0.00055445853,0.00040219264,0.00049381616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291331,0.00036090298,0.00093506946,0.00019976313,0.0005129828,0.000060207156,0.00016570749,0.00022275497,0.000013923634],"category_scores_gemma":[0.00079119223,0.00023747978,0.000056428427,0.00049741584,0.00023455781,0.00013310029,0.00023481753,0.00096529344,0.000010714514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003883754,0.00046402807,0.074308395,0.005429888,0.000058450674,6.293263e-7,0.01170728,7.093043e-7,0.000011561138,0.000059258047,0.853436,0.05064004],"study_design_scores_gemma":[0.010016731,0.026951106,0.41610092,0.0046469695,0.00021528243,0.000015975504,0.002664827,0.0006822628,0.0000018389808,0.00007017359,0.5381161,0.0005177976],"about_ca_topic_score_codex":0.0025810755,"about_ca_topic_score_gemma":0.001217137,"teacher_disagreement_score":0.34179252,"about_ca_system_score_codex":0.00023625638,"about_ca_system_score_gemma":0.002763325,"threshold_uncertainty_score":0.9684144},"labels":[],"label_agreement":null},{"id":"W2896265459","doi":"10.2196/10956","title":"A Patient-Centered Mobile Health System That Supports Asthma Self-Management (breathe): Design, Development, and Utilization","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Victoria Hospital; St. Michael's Hospital; Kingston Health Sciences Centre; Institute for Clinical Evaluative Sciences; Public Health Ontario; Hospital for Sick Children; Canadian Lung Association; Kingston General Hospital; SickKids Foundation; University Health Network; Hôtel-Dieu Grace Healthcare; Western University; University of Toronto; University of Waterloo","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Asthma; mHealth; Self-management; Asthma management; Medicine; Intensive care medicine; Computer science; Psychological intervention; Nursing","score_opus":0.09178501829826315,"score_gpt":0.416643074244042,"score_spread":0.3248580559457789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896265459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85540915,0.014510002,0.02950803,0.006234969,0.0037443785,0.07698017,0.00033603396,0.0034983358,0.009778928],"genre_scores_gemma":[0.9405558,0.0073586083,0.016135529,0.008857891,0.0004602255,0.025908977,0.00022562369,0.00012215518,0.0003752077],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922459,0.0012970052,0.002104954,0.0012833776,0.0005983763,0.002470365],"domain_scores_gemma":[0.99442077,0.00030367466,0.0014100164,0.00079001713,0.0003022832,0.002773264],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025481412,0.0005762354,0.00090942037,0.0004942672,0.0049566305,0.000041658444,0.00021475625,0.00038060755,0.000100835045],"category_scores_gemma":[0.000019550776,0.0005354518,0.000050475282,0.00064177165,0.00016987398,0.00024671172,0.0002446545,0.0006917682,0.00022042039],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008172138,0.00078021106,0.024124272,0.036452204,0.000075079886,0.000015949734,0.03690433,9.066478e-7,0.0000031770473,0.015338879,0.03293026,0.85255754],"study_design_scores_gemma":[0.0038089966,0.0022529054,0.05064709,0.0013458988,0.000052184565,0.0000733663,0.012589598,0.000698131,0.000021846732,0.00020232296,0.927726,0.00058167835],"about_ca_topic_score_codex":0.00033420275,"about_ca_topic_score_gemma":0.0002901211,"teacher_disagreement_score":0.8947957,"about_ca_system_score_codex":0.0011784515,"about_ca_system_score_gemma":0.0030372902,"threshold_uncertainty_score":0.9997097},"labels":[],"label_agreement":null},{"id":"W2896287830","doi":"10.2196/12048","title":"A Cardiopulmonary Monitoring System for Patient Transport Within Hospitals Using Mobile Internet of Things Technology: Observational Validation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Mobile phone; The Internet; mHealth; Medicine; Telemedicine; Medical emergency; Computer science; Telecommunications; Health care; World Wide Web; Psychological intervention; Internal medicine; Nursing","score_opus":0.04763455703636564,"score_gpt":0.32343276865984744,"score_spread":0.2757982116234818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896287830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99194175,0.00049640436,0.0040897154,0.000010052626,0.001197076,0.001949841,0.000023626633,0.00025645274,0.00003507709],"genre_scores_gemma":[0.99346924,0.0000150070855,0.0056927255,0.000006193579,0.00032512963,0.00042851095,0.000011166414,0.00004901254,0.000003036073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837196,0.000034362896,0.0006807868,0.0002984086,0.00025461797,0.00035983566],"domain_scores_gemma":[0.99918807,0.000049108246,0.00020958048,0.00020916549,0.0001971133,0.00014695607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004312609,0.0002050024,0.00038740272,0.00023528491,0.0001540817,0.00001400415,0.00011843968,0.00012865312,7.5536195e-7],"category_scores_gemma":[0.00001391923,0.00020999247,0.000046955098,0.0003318296,0.000056395882,0.0002672353,0.0000280391,0.00016910481,9.468488e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001317577,0.00013864486,0.9632467,0.004726869,0.00009287568,0.0000071038294,0.011212109,0.0011382323,0.010827913,0.00016946325,0.000014670087,0.008293638],"study_design_scores_gemma":[0.0059172553,0.014974404,0.53806615,0.005235368,0.00068498735,0.00013653975,0.06007486,0.028565709,0.34307873,0.000804414,0.0002499149,0.0022116608],"about_ca_topic_score_codex":0.00017042484,"about_ca_topic_score_gemma":0.0000025454044,"teacher_disagreement_score":0.42518058,"about_ca_system_score_codex":0.00032324228,"about_ca_system_score_gemma":0.00009984284,"threshold_uncertainty_score":0.8563245},"labels":[],"label_agreement":null},{"id":"W2896330301","doi":"10.2196/11692","title":"Developing Typologies of User Engagement With the BRANCH Alcohol-Harm Reduction Smartphone App: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust; South London and Maudsley NHS Foundation Trust","keywords":"mHealth; User engagement; Psychological intervention; Applied psychology; Psychology; eHealth; Health promotion; Brief intervention; Harm reduction; Internet privacy; Medical education; Medicine; Computer science; Public health; Nursing; World Wide Web; Health care","score_opus":0.16675853828748075,"score_gpt":0.4626801357317401,"score_spread":0.2959215974442594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896330301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99131423,0.0005595135,0.000103599996,0.0061886646,0.00015512251,0.0013560497,0.0000017008522,0.00006572892,0.00025540154],"genre_scores_gemma":[0.9970752,0.00043255943,0.0010009856,0.0007577634,0.00018618235,0.00011839132,0.000009141988,0.000016402926,0.00040335703],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99856794,0.00026528238,0.00031210136,0.00026727247,0.00026184955,0.00032553516],"domain_scores_gemma":[0.9991023,0.00016683512,0.00020686683,0.00025281508,0.00015752803,0.00011368922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089438295,0.0001637802,0.00036342087,0.000095512296,0.0003447458,0.000008825752,0.000059845308,0.000043262036,0.000026514783],"category_scores_gemma":[0.000026229174,0.000089162146,0.00002586663,0.00031978174,0.00024834063,0.000075544216,0.000023768704,0.00017523211,0.000009900431],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004337558,0.00083779846,0.1506797,0.0007431592,0.0004000904,0.000009688541,0.81864554,4.2622148e-7,0.00012284928,0.0019696013,0.0050484156,0.01720516],"study_design_scores_gemma":[0.0045542377,0.0031225241,0.66469777,0.00011109025,0.00019461417,0.000018395545,0.32561427,0.0000013132305,0.00054101914,0.00013626287,0.00088705285,0.000121431236],"about_ca_topic_score_codex":0.00014451159,"about_ca_topic_score_gemma":0.00023391414,"teacher_disagreement_score":0.51401806,"about_ca_system_score_codex":0.0001236728,"about_ca_system_score_gemma":0.00035293715,"threshold_uncertainty_score":0.36359268},"labels":[],"label_agreement":null},{"id":"W2896403820","doi":"10.2196/11325","title":"Barriers to and Facilitators of Engagement With mHealth Technology for Remote Measurement and Management of Depression: Qualitative Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"H. Lundbeck A/S; Innovative Medicines Initiative; European Commission; King's College London; Department of Health and Social Care; National Institute for Health and Care Research; European Federation of Pharmaceutical Industries and Associations","keywords":"mHealth; Thematic analysis; Focus group; Mobile technology; Anxiety; Management of depression; Mood; Psychology; Medicine; Nursing; Qualitative research; Psychological intervention; Mobile device; Family medicine; Clinical psychology; Business; Psychiatry; Primary care; Marketing; Computer science","score_opus":0.11255677783073595,"score_gpt":0.48678740425282646,"score_spread":0.3742306264220905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896403820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982707,0.0020244531,0.0075523043,0.0034874561,0.00017614543,0.0027478363,0.0002734348,0.000043838507,0.0009875046],"genre_scores_gemma":[0.9879558,0.0001396135,0.011038916,0.00041031465,0.00001838956,0.00028628448,0.000008171937,0.000019886753,0.00012262202],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971947,0.0003025656,0.0009067928,0.0006528514,0.0003519693,0.000591095],"domain_scores_gemma":[0.9978643,0.00012061427,0.00046297227,0.00040965574,0.00028049402,0.0008619788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022761421,0.00022800069,0.0006258905,0.0007251311,0.00030623042,0.000010157609,0.0001259503,0.0001064162,0.00003394338],"category_scores_gemma":[0.000056080495,0.00019482165,0.000055202487,0.0009008818,0.00043088463,0.000067606554,0.000108498694,0.00014005638,0.0000022215402],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009217088,0.000997616,0.07196457,0.03295004,0.003239777,0.00000978974,0.0801048,0.0000045715456,0.000037787133,0.09555202,0.0027399969,0.7031819],"study_design_scores_gemma":[0.014389574,0.04836622,0.71073,0.00393214,0.0031011417,0.000039877283,0.18675695,0.00025570593,0.0006423078,0.012368416,0.01815646,0.0012612009],"about_ca_topic_score_codex":0.00040615603,"about_ca_topic_score_gemma":0.0003883339,"teacher_disagreement_score":0.70192075,"about_ca_system_score_codex":0.00014338795,"about_ca_system_score_gemma":0.00013027208,"threshold_uncertainty_score":0.79445964},"labels":[],"label_agreement":null},{"id":"W2896407136","doi":"10.2196/11616","title":"Figure Correction: Resting and Postexercise Heart Rate Detection From Fingertip and Facial Photoplethysmography Using a Smartphone Camera: A Validation Study","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photoplethysmogram; mHealth; Heart rate; Computer science; Medicine; Computer vision; Artificial intelligence; Blood pressure; Internal medicine","score_opus":0.033337695226123086,"score_gpt":0.305961878925899,"score_spread":0.2726241836997759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896407136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753616,0.004385667,0.0002050976,0.00004076111,0.018073713,0.0014716364,0.000072363226,0.00029156433,0.00009758217],"genre_scores_gemma":[0.9930238,0.001834753,0.00031539082,0.00009283028,0.0040795137,0.00015497537,0.00012082878,0.00014028378,0.00023758174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972022,0.00028390012,0.0006754839,0.00083213975,0.0003192095,0.0006870634],"domain_scores_gemma":[0.9985731,0.00020934586,0.00028691714,0.00029057782,0.00013363369,0.0005063895],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005725626,0.0005835201,0.00079870166,0.00049587974,0.0008392263,0.00022380875,0.00008209595,0.0005308921,0.000012121222],"category_scores_gemma":[0.00009842775,0.0006427217,0.000059215727,0.00054421544,0.0001022665,0.00028453988,0.00008352486,0.0012374592,0.0000038528838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035575668,0.0009977856,0.42971322,0.027562147,0.0009469479,0.0002275217,0.04915535,0.00047597275,0.0771316,0.0000017609128,0.17266712,0.23756301],"study_design_scores_gemma":[0.0073393374,0.0050824275,0.9320491,0.005921839,0.0014011342,0.00026437125,0.0053590834,0.015255502,0.0056491164,0.0003002787,0.017243857,0.004133933],"about_ca_topic_score_codex":0.005277875,"about_ca_topic_score_gemma":0.001156985,"teacher_disagreement_score":0.5023359,"about_ca_system_score_codex":0.00028114786,"about_ca_system_score_gemma":0.00019302037,"threshold_uncertainty_score":0.9996024},"labels":[],"label_agreement":null},{"id":"W2896532005","doi":"10.2196/11118","title":"Health Benefits and Cost-Effectiveness From Promoting Smartphone Apps for Weight Loss: Multistate Life Table Modeling","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Population; Psychological intervention; mHealth; Health promotion; Quality-adjusted life year; Weight loss; Medicine; Cost–benefit analysis; Economic evaluation; Gerontology; Behavioral Risk Factor Surveillance System; Population health; Intervention (counseling); Environmental health; Cost effectiveness; Obesity; Public health; Nursing; Risk analysis (engineering)","score_opus":0.11487607947891096,"score_gpt":0.4549021469974381,"score_spread":0.34002606751852715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896532005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91309834,0.017940551,0.017980536,0.018703405,0.0015764829,0.028082501,0.0018009644,0.00054076064,0.00027645257],"genre_scores_gemma":[0.928636,0.01967411,0.0064982935,0.015609059,0.0022946126,0.026341071,0.00066151214,0.00017567238,0.000109682376],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99152267,0.0011760622,0.0022416702,0.0015810088,0.00042018338,0.0030583988],"domain_scores_gemma":[0.9913957,0.0018502012,0.0011751819,0.0007581073,0.00068618637,0.0041346294],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00454302,0.0006112936,0.0014139229,0.0003041091,0.006162307,0.000043889424,0.00027261232,0.0005156897,0.000067170135],"category_scores_gemma":[0.0004384681,0.0005823384,0.000072749375,0.0006024477,0.00026182274,0.00031427626,0.00019947687,0.0011637206,0.00008117473],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004741891,0.0008785533,0.132249,0.04251691,0.00009820413,0.0000030407607,0.015070376,0.00008080002,0.000047947662,0.023310522,0.018507317,0.76249546],"study_design_scores_gemma":[0.038578607,0.0047296407,0.26921278,0.007786519,0.0002830153,0.00003887955,0.00394814,0.22642958,0.000041089897,0.012522313,0.43391034,0.0025190683],"about_ca_topic_score_codex":0.00822989,"about_ca_topic_score_gemma":0.0037666212,"teacher_disagreement_score":0.7599764,"about_ca_system_score_codex":0.0006381859,"about_ca_system_score_gemma":0.005089717,"threshold_uncertainty_score":0.9996628},"labels":[],"label_agreement":null},{"id":"W2896553325","doi":"10.2196/10242","title":"Use of Health Apps and Wearable Devices: Survey Among Italian Associations for Patient Advocacy","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; mHealth; Wearable technology; Telemedicine; Internet privacy; Perspective (graphical); Health care; eHealth; Telehealth; Medicine; Psychology; Nursing; Computer science; Psychological intervention","score_opus":0.16240613850979888,"score_gpt":0.46667855023531263,"score_spread":0.3042724117255138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896553325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727293,0.0033556144,0.0012229775,0.006877824,0.0007603644,0.0128667075,0.0015642847,0.00018363645,0.00043927573],"genre_scores_gemma":[0.97319293,0.0047942093,0.0031909384,0.011955949,0.00037821278,0.00549159,0.00049479277,0.0000826552,0.00041871643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99248034,0.001755546,0.0025802962,0.0008405554,0.00039296923,0.0019503086],"domain_scores_gemma":[0.9918387,0.0024970265,0.002256764,0.0006520408,0.0009205981,0.0018348852],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0041559394,0.00037425134,0.0010872297,0.00032940498,0.004133224,0.000028370381,0.00017366622,0.00041204563,0.00005643256],"category_scores_gemma":[0.00080091436,0.0003562911,0.00007169673,0.00069134665,0.00036620843,0.0003298907,0.0001238749,0.00066378695,0.000028515735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004073237,0.00040194613,0.7906845,0.009287886,0.000034829616,2.2765921e-7,0.008515155,0.0000015138364,0.0000045965103,0.005130688,0.05489961,0.1306317],"study_design_scores_gemma":[0.0013557464,0.0012105441,0.8744099,0.0004629971,0.000030174237,0.0000014609404,0.0015172153,0.00038586376,0.0000021526396,0.00049245753,0.119895756,0.00023571898],"about_ca_topic_score_codex":0.023365822,"about_ca_topic_score_gemma":0.017561758,"teacher_disagreement_score":0.13039598,"about_ca_system_score_codex":0.00042343867,"about_ca_system_score_gemma":0.0046052076,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W2896583352","doi":"10.2196/12261","title":"Mobile Phone Apps for Low-Income Participants in a Public Health Nutrition Program for Women, Infants, and Children (WIC): Review and Analysis of Features","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Phone; mHealth; App store; Mobile phone; Nutrition Education; Medicine; Categorization; Mobile apps; Internet privacy; Computer science; Multimedia; Family medicine; World Wide Web; Gerontology; Nursing; Psychological intervention; Artificial intelligence","score_opus":0.24922915087575465,"score_gpt":0.5463905471927327,"score_spread":0.2971613963169781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896583352","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006509893,0.95343125,0.00001150797,0.001338049,0.000198809,0.033885173,0.004517705,0.00008971073,0.00001791493],"genre_scores_gemma":[0.0016814709,0.9555009,0.0009642032,0.0020732072,0.00023004838,0.036829963,0.0025642274,0.000072165145,0.00008380674],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915054,0.0013856386,0.0033837068,0.0011078258,0.00030530567,0.0023121666],"domain_scores_gemma":[0.99371177,0.0010215151,0.0026977262,0.0005974046,0.0003377164,0.0016338691],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055373665,0.00063325436,0.005249595,0.0014354053,0.001398531,0.000032937507,0.00024179116,0.00080273923,0.0000343129],"category_scores_gemma":[0.00041951076,0.00055494875,0.0002825839,0.0020110381,0.00026928904,0.0002017015,0.00016862006,0.001021069,0.0000031769653],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011251757,0.0005861553,0.0022466758,0.6332089,0.00032668773,2.07984e-7,0.0042493097,4.5774375e-8,2.9300957e-9,0.00066229503,0.005195481,0.35341173],"study_design_scores_gemma":[0.0033995635,0.0030761855,0.026765468,0.06212155,0.0028394393,0.00000615339,0.00079504016,0.00009441755,6.9052417e-9,0.0005216609,0.89974034,0.0006401901],"about_ca_topic_score_codex":0.0005664171,"about_ca_topic_score_gemma":0.002051963,"teacher_disagreement_score":0.89454484,"about_ca_system_score_codex":0.0006440685,"about_ca_system_score_gemma":0.003018396,"threshold_uncertainty_score":0.99990153},"labels":[],"label_agreement":null},{"id":"W2896697058","doi":"10.2196/mhealth.9892","title":"The Implementation of an Innovative Hydration Monitoring App in Care Home Settings: A Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Oxford Academic Health Science Network","keywords":"Nursing; Enthusiasm; Qualitative research; Accountability; Perception; Psychology; Medical education; Medicine; Social psychology; Sociology","score_opus":0.07297231207282583,"score_gpt":0.5068447080459638,"score_spread":0.433872395973138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896697058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965877,0.00035162922,0.0000073208394,0.0011155726,0.00025609188,0.0015682768,0.00000929622,0.000058191737,0.00004591678],"genre_scores_gemma":[0.9990198,0.0000831224,0.00030962893,0.00011310411,0.0002649437,0.00016890831,0.00002298775,0.000012928961,0.0000045461047],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99811244,0.000388457,0.0006280204,0.00026901663,0.00023570385,0.00036639028],"domain_scores_gemma":[0.9987787,0.00014292325,0.00030802857,0.00022413894,0.00040760628,0.00013861078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013032054,0.00012355628,0.00026651614,0.0002263684,0.0003924752,0.000008977526,0.000064667904,0.00009808222,0.0000018237198],"category_scores_gemma":[0.000056313114,0.000095356874,0.000011753685,0.00069017004,0.00012887368,0.0001270789,0.00002740009,0.00033979505,0.0000013645595],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032899363,0.00012310082,0.38685998,0.0005656167,0.000010862917,0.0000023945745,0.48985606,6.3709436e-8,0.00006870308,0.00018764373,0.000009319181,0.12198727],"study_design_scores_gemma":[0.0012172929,0.0043279617,0.48797458,0.00009732664,0.000010296679,0.0000023039674,0.50555974,0.000008069659,0.0005984299,0.00007876136,0.00007008071,0.000055140157],"about_ca_topic_score_codex":0.0013398777,"about_ca_topic_score_gemma":0.0010821753,"teacher_disagreement_score":0.121932134,"about_ca_system_score_codex":0.00020676173,"about_ca_system_score_gemma":0.00046273865,"threshold_uncertainty_score":0.38885406},"labels":[],"label_agreement":null},{"id":"W2896798095","doi":"10.2196/11315","title":"Inferring Physical Function From Wearable Activity Monitors: Analysis of Free-Living Activity Data From Patients With Knee Osteoarthritis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Quartile; Interquartile range; Wearable computer; Computer science; Statistics; Mathematics; Confidence interval","score_opus":0.05967471054408386,"score_gpt":0.3571260245403539,"score_spread":0.29745131399627006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896798095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966924,0.00009479778,0.00058596244,0.00034033044,0.00015452548,0.00061167317,0.001227182,0.000080643935,0.00021247721],"genre_scores_gemma":[0.9981392,0.00006565208,0.00025914607,0.00022797899,0.0009551589,0.000024882376,0.0002844876,0.000030475116,0.000013026082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997365,0.00022409913,0.00033591312,0.00085008604,0.0006175179,0.0006073647],"domain_scores_gemma":[0.9968477,0.00056621345,0.00044095243,0.0012753078,0.00017862409,0.0006912357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002428116,0.0002887313,0.0011782846,0.00023795762,0.0003824467,0.000031007425,0.00018801211,0.00015440006,0.00006904311],"category_scores_gemma":[0.00011820579,0.00024556828,0.00008725951,0.0008444845,0.00023627987,0.00074718706,0.00026011444,0.0005946261,0.000011683937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061589372,0.0057956167,0.7798592,0.00072415546,0.0008409136,0.0000026880414,0.0018204026,0.0000044946682,0.0016131423,0.000029477302,0.00021673393,0.20293427],"study_design_scores_gemma":[0.0022870074,0.0046346816,0.9850455,0.00037815887,0.0014136779,2.8675697e-7,0.000076315155,0.005379772,0.00030080855,0.0001743399,0.0001140782,0.00019539706],"about_ca_topic_score_codex":0.018905759,"about_ca_topic_score_gemma":0.004166101,"teacher_disagreement_score":0.2051863,"about_ca_system_score_codex":0.00016592874,"about_ca_system_score_gemma":0.0004671609,"threshold_uncertainty_score":0.99999964},"labels":[],"label_agreement":null},{"id":"W2896915505","doi":"10.2196/mhealth.9774","title":"Smartphone-Based Physical Activity Telecoaching in Chronic Obstructive Pulmonary Disease: Mixed-Methods Study on Patient Experiences and Lessons for Implementation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innovative Medicines Initiative; Sociedad Española de Neumología y Cirugía Torácica; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fonds Wetenschappelijk Onderzoek; Generalitat de Catalunya; Centres de Recerca de Catalunya; Lloyd's Tercentenary Research Foundation; Imperial College London; National Institute for Health and Care Research; Vlaamse regering; European Respiratory Society","keywords":"Intervention (counseling); Physical therapy; Medicine; mHealth; Focus group; Pulmonary disease; Smartphone app; COPD; Percentile; Smartphone application; Psychological intervention; Multimedia; Nursing; Computer science; Internal medicine","score_opus":0.06023271103451168,"score_gpt":0.4808117653911837,"score_spread":0.42057905435667203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896915505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349916,0.00046026078,0.000262522,0.0015497773,0.00017297415,0.0038687661,0.00010114393,0.000040424227,0.000044974357],"genre_scores_gemma":[0.9970278,0.000031925585,0.00045788434,0.0001708135,0.000377485,0.0018462277,0.000043684693,0.00003489538,0.000009284839],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970782,0.0005796369,0.0003195641,0.0008388277,0.00041435353,0.00076946407],"domain_scores_gemma":[0.9982197,0.00039888688,0.00017651074,0.00028920834,0.00010257961,0.00081307587],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005413472,0.00028006537,0.00046626976,0.00027217277,0.00049338635,0.000031880507,0.00007301322,0.000058918653,0.000020693149],"category_scores_gemma":[0.000072026094,0.00024733404,0.00006281444,0.000323449,0.00031065868,0.00016947836,0.0000772386,0.00034534885,0.0000016218921],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038035943,0.0023082213,0.077184536,0.0019261421,0.00002142678,0.000024185383,0.008640082,0.000002464028,0.00036952435,0.00013054228,0.0000472847,0.905542],"study_design_scores_gemma":[0.0028035855,0.0035135548,0.9664102,0.0000877566,0.000056335055,0.0000052881965,0.01890304,0.0072593153,0.0004422905,0.0001786992,0.00014888968,0.0001910453],"about_ca_topic_score_codex":0.0003602168,"about_ca_topic_score_gemma":0.00020179599,"teacher_disagreement_score":0.9053509,"about_ca_system_score_codex":0.0011622318,"about_ca_system_score_gemma":0.001654235,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W2897013903","doi":"10.2196/10049","title":"Mobile Phone, Computer, and Internet Use Among Older Homeless Adults: Results from the HOPE HOME Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging","keywords":"Gerontology; Cohort; Mobile phone; The Internet; Depression (economics); Social support; Medicine; Psychology; World Wide Web; Computer science","score_opus":0.05018145371336375,"score_gpt":0.40447458326271507,"score_spread":0.3542931295493513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897013903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922237,0.0009032255,0.00005862608,0.00028776686,0.0013526286,0.0044971127,0.0003474345,0.00016553955,0.00016400075],"genre_scores_gemma":[0.993047,0.0025058615,0.00010453375,0.0011929381,0.0019622098,0.00066164264,0.00012599965,0.000057302495,0.00034249568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951551,0.0013920539,0.0011359948,0.0008844153,0.0004132599,0.0010191706],"domain_scores_gemma":[0.9966024,0.0011625566,0.00057041587,0.000656413,0.00030273863,0.0007054349],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016664455,0.0003647727,0.0010341671,0.00009807477,0.0017328282,0.00010543525,0.0003116617,0.0003179923,0.00008801608],"category_scores_gemma":[0.000072324736,0.00025261228,0.000045653716,0.00033203355,0.0004224119,0.0002991023,0.00034993424,0.0009434267,0.0000794691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000509489,0.00026519026,0.78739,0.00027487797,0.00003556706,0.0000061241035,0.19660386,1.1819857e-7,2.0070078e-7,0.000062855754,0.002890145,0.011961597],"study_design_scores_gemma":[0.0042258753,0.0008926454,0.92019117,0.00042116447,0.000049248283,2.715635e-7,0.07079355,0.00036832548,4.2145322e-7,0.000054155462,0.0027577546,0.00024542626],"about_ca_topic_score_codex":0.0665015,"about_ca_topic_score_gemma":0.055982295,"teacher_disagreement_score":0.1328012,"about_ca_system_score_codex":0.00013956802,"about_ca_system_score_gemma":0.00031862743,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W2897077740","doi":"10.2196/11730","title":"Public Views on Using Mobile Phone Call Detail Records in Health Research: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Mobile phone; Phone; Public health; Qualitative research; Computer science; Internet privacy; Data science; Medicine; Telecommunications; Sociology; Nursing","score_opus":0.524494258507066,"score_gpt":0.5672514195706141,"score_spread":0.0427571610635481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897077740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870445,0.0018286234,0.000028676373,0.005361443,0.00026928596,0.00416278,0.00014339435,0.000106430096,0.0010548374],"genre_scores_gemma":[0.9921744,0.0008760249,0.0007261989,0.004931075,0.0004643418,0.000359203,0.00009406463,0.000057506833,0.000317203],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9910528,0.0041900226,0.0012346742,0.00096204854,0.0009776611,0.0015828029],"domain_scores_gemma":[0.9959486,0.0005272334,0.00038828165,0.00086394604,0.0004573386,0.0018145755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011782396,0.00030139138,0.0009863088,0.00078308163,0.0005778296,0.000048365757,0.00019732473,0.00011508643,0.00012802686],"category_scores_gemma":[0.00063837523,0.000262787,0.000054704375,0.0015455203,0.00039184795,0.00018282411,0.00012939284,0.00097453385,0.00016538386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010641681,0.01894526,0.22126946,0.013128376,0.00016868974,0.00027583324,0.33612418,0.0000044705434,0.000070545364,0.0011539725,0.120844215,0.2773733],"study_design_scores_gemma":[0.017238157,0.041586876,0.67771333,0.0018289405,0.00004690062,0.00007587277,0.10332667,0.0015971015,0.000013525567,0.0007321999,0.15490587,0.00093452196],"about_ca_topic_score_codex":0.0054659336,"about_ca_topic_score_gemma":0.011233152,"teacher_disagreement_score":0.4564439,"about_ca_system_score_codex":0.0011300105,"about_ca_system_score_gemma":0.0032195847,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W2897091283","doi":"10.2196/11163","title":"A Mobile Health Contraception Decision Support Intervention for Latina Adolescents: Implementation Evaluation for Use in School-Based Health Centers","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ahmanson Foundation; Patient-Centered Outcomes Research Institute","keywords":"Reproductive health; Confidentiality; Psychological intervention; mHealth; Medicine; Health care; Clinical decision support system; Nursing; Family medicine; Medical education; Intervention (counseling); Population; Psychology; Environmental health","score_opus":0.13811482464012576,"score_gpt":0.5531850041822168,"score_spread":0.4150701795420911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897091283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6770866,0.0016020646,0.17172672,0.008280671,0.0031306182,0.13549912,0.0021547775,0.00044783513,0.00007157858],"genre_scores_gemma":[0.86214286,0.0018296973,0.015724678,0.020680588,0.00087931956,0.0949114,0.003660897,0.00010970854,0.000060872262],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9904942,0.0015816839,0.0035586134,0.0012549286,0.0006579707,0.0024526415],"domain_scores_gemma":[0.992911,0.0007920967,0.002356921,0.0006596807,0.0013262987,0.0019540451],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011070714,0.00047118872,0.0009740247,0.0007822565,0.0027014588,0.000052212916,0.00021840975,0.00036230852,0.00019263971],"category_scores_gemma":[0.00046178867,0.00048684704,0.00015882807,0.0007712026,0.000104985236,0.0005241589,0.00005576942,0.00067378045,0.000054037973],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035035636,0.00075299817,0.120528534,0.013152047,0.0000098727405,1.206887e-7,0.0018161949,0.000023673796,0.000007815845,0.0010911867,0.03259728,0.8265167],"study_design_scores_gemma":[0.049866438,0.018747915,0.64267784,0.004568486,0.00009063557,0.0000044946523,0.0055666724,0.03845498,0.0000074709665,0.001812311,0.23745379,0.00074895227],"about_ca_topic_score_codex":0.0054263375,"about_ca_topic_score_gemma":0.054507114,"teacher_disagreement_score":0.82576776,"about_ca_system_score_codex":0.0035260536,"about_ca_system_score_gemma":0.008768936,"threshold_uncertainty_score":0.9997583},"labels":[],"label_agreement":null},{"id":"W2897199798","doi":"10.2196/11170","title":"Mobile Ecological Momentary Diet Assessment Methods for Behavioral Research: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Ecological assessment; Ecological validity; Recall; Ecology; mHealth; Psychology; Cognition; Biology; Psychological intervention; Cognitive psychology; Psychiatry","score_opus":0.5076374371967367,"score_gpt":0.657288498679103,"score_spread":0.1496510614823663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897199798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006554404,0.9739815,0.000038868486,0.00075961015,0.00027979838,0.024341889,0.00030304794,0.000051518535,0.00023722507],"genre_scores_gemma":[0.0000014812872,0.95821667,0.012792393,0.0018194976,0.0006117201,0.025373368,0.00077231106,0.00005756907,0.00035499225],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941481,0.0017189643,0.001768664,0.00080970104,0.0005340449,0.00102056],"domain_scores_gemma":[0.99619496,0.0013409643,0.00061319175,0.00055723457,0.00039213008,0.0009015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007255812,0.0004804184,0.005072764,0.00022245252,0.0006714687,0.000028259228,0.0001955349,0.000355898,0.000089930356],"category_scores_gemma":[0.00020501693,0.0003060457,0.00056953134,0.00042742083,0.00022766358,0.000038317652,0.00020310265,0.00089913356,0.000024978472],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052449566,0.000700166,0.0000023090324,0.8861018,0.000085501546,0.000009581913,0.000017001825,5.085932e-10,4.7826294e-9,0.0001636484,0.049630575,0.063237004],"study_design_scores_gemma":[0.00042425276,0.008148256,0.000020323763,0.33350936,0.0029626146,0.000082864404,0.00007625819,0.0000017593749,4.9201025e-9,0.00015657068,0.6544514,0.000166393],"about_ca_topic_score_codex":0.000051501574,"about_ca_topic_score_gemma":0.0000071275877,"teacher_disagreement_score":0.6048208,"about_ca_system_score_codex":0.00095812755,"about_ca_system_score_gemma":0.0012525589,"threshold_uncertainty_score":0.99993914},"labels":[],"label_agreement":null},{"id":"W2897275009","doi":"10.2196/11246","title":"Text Messaging to Enhance Mindfulness-Based Smoking Cessation Treatment: Program Development Through Qualitative Research","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Cancer Institute; National Institutes of Health; National Center for Advancing Translational Sciences; Huntsman Cancer Foundation","keywords":"Mindfulness; Smoking cessation; mHealth; Psychological intervention; Population; eHealth; Psychology; Medicine; Clinical psychology; Psychotherapist; Psychiatry; Health care; Environmental health; Political science","score_opus":0.25232025120007384,"score_gpt":0.611272428881712,"score_spread":0.3589521776816381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897275009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541456,0.00044056328,0.0021748184,0.0136007555,0.00083190145,0.003215321,0.00005384469,0.00023479265,0.025302365],"genre_scores_gemma":[0.98714596,0.0000025476395,0.004326732,0.001835582,0.00021434286,0.0042550764,0.00006799438,0.00004541939,0.002106328],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954849,0.0009521362,0.0008566836,0.0008335191,0.000514014,0.0013587323],"domain_scores_gemma":[0.99779,0.00043135564,0.0002555371,0.00040850393,0.00029333823,0.0008213133],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021874085,0.00027178417,0.00035194558,0.0003674474,0.0011458138,0.00010163422,0.0001957315,0.00014201405,0.00025643595],"category_scores_gemma":[0.00008920911,0.00025197698,0.00004943724,0.0009134113,0.00028399006,0.00023297242,0.00006340803,0.00030880392,0.0004724458],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005315877,0.001918004,0.0006473185,0.0008443853,0.000037987258,0.0000065560143,0.08734026,3.5409874e-7,0.0000018089526,0.017593496,0.0046660355,0.8864122],"study_design_scores_gemma":[0.0074764737,0.04225869,0.10991367,0.0037013541,0.00009857472,0.000041585787,0.073808655,0.00012285945,0.022728097,0.021767655,0.7161585,0.0019238641],"about_ca_topic_score_codex":0.0012998228,"about_ca_topic_score_gemma":0.0008307161,"teacher_disagreement_score":0.88448834,"about_ca_system_score_codex":0.0010355287,"about_ca_system_score_gemma":0.0008701363,"threshold_uncertainty_score":0.99999326},"labels":[],"label_agreement":null},{"id":"W2897331069","doi":"10.2196/11848","title":"Examining Diabetes Management Apps Recommended From a Google Search: Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; App store; Weight management; World Wide Web; The Internet; Payment; Health management system; Diabetes management; mHealth; Medicine; Diabetes mellitus; Type 2 diabetes; Computer science; Weight loss; Obesity; Alternative medicine; Nursing; Psychological intervention","score_opus":0.29875113150615634,"score_gpt":0.47793797194646415,"score_spread":0.1791868404403078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897331069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668166,0.0014687077,0.0013203548,0.009858872,0.0008186448,0.0061316253,0.00033308705,0.0004298011,0.012822296],"genre_scores_gemma":[0.9572075,0.0041922373,0.004634044,0.022993831,0.0012904623,0.007525376,0.00049320795,0.00007081614,0.0015925445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99265975,0.0011966231,0.0018619258,0.0012281656,0.0005402279,0.0025132967],"domain_scores_gemma":[0.9943766,0.0009974564,0.00070967636,0.0011215089,0.0003343307,0.0024604378],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027721447,0.00043527692,0.0010352556,0.0007377602,0.0032340018,0.000032594606,0.00038352993,0.00037740622,0.0011498034],"category_scores_gemma":[0.000071922885,0.0004005967,0.00011377581,0.001693968,0.00021373728,0.00016232464,0.00029004266,0.0011201624,0.0006688648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059660134,0.00053189305,0.6325839,0.0051473454,0.0005721417,0.000005063046,0.007213728,0.0000022375098,0.000049631333,0.010963511,0.04257102,0.29976287],"study_design_scores_gemma":[0.0030029085,0.00062331144,0.7892417,0.00030315437,0.0006264557,5.585324e-7,0.0075322944,0.0012830405,0.000015712096,0.0010622038,0.19586638,0.00044230185],"about_ca_topic_score_codex":0.0026359386,"about_ca_topic_score_gemma":0.0016070593,"teacher_disagreement_score":0.29932058,"about_ca_system_score_codex":0.00052353326,"about_ca_system_score_gemma":0.000790074,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W2897357222","doi":"10.2196/mhealth.9967","title":"Predicting Attrition in a Text-Based Nutrition Education Program: Survival Analysis of Text2BHealthy","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Agriculture","keywords":"Attrition; Short Message Service; Computer science; Text message; Text messaging; Context (archaeology); Duration (music); Drop out; Variety (cybernetics); mHealth; Multimedia; World Wide Web; Medicine; Nursing; Artificial intelligence; Computer network; Psychological intervention","score_opus":0.08676358864629358,"score_gpt":0.4946815673362661,"score_spread":0.40791797868997254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897357222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689343,0.0015719424,0.00040758832,0.006857092,0.00085872784,0.017795084,0.0002098166,0.00029608043,0.0030693754],"genre_scores_gemma":[0.9531775,0.001601176,0.0026364801,0.004164346,0.0008559271,0.036793325,0.0006375896,0.0000460197,0.000087641376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99355173,0.0012040932,0.0024076211,0.0008406015,0.0004953431,0.001500583],"domain_scores_gemma":[0.99528265,0.00082594604,0.0013274497,0.00065062445,0.00071308576,0.001200243],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029204073,0.00032536025,0.0010298289,0.001862162,0.0012718751,0.000012550834,0.00021067038,0.0004943506,0.00020660058],"category_scores_gemma":[0.00022921729,0.00033339384,0.00011918872,0.0042354036,0.00026545813,0.00018178031,0.00005077881,0.00094486994,0.00003783172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093119236,0.0033958678,0.70872706,0.014960765,0.000042412972,6.083471e-7,0.0017435018,0.0000058649175,0.000027266862,0.00798687,0.002369521,0.25980905],"study_design_scores_gemma":[0.0031360246,0.0012242624,0.92221,0.0008384998,0.0003044387,0.0000012128215,0.002388648,0.008280183,0.000006500037,0.0005398525,0.060808323,0.0002620772],"about_ca_topic_score_codex":0.005001986,"about_ca_topic_score_gemma":0.011760554,"teacher_disagreement_score":0.25954697,"about_ca_system_score_codex":0.000653424,"about_ca_system_score_gemma":0.0055978266,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W2897362036","doi":"10.2196/mhealth.9904","title":"Experience of Using an App in HIV Patients Older Than 60 Years: Pilot Program","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Gilead Sciences","keywords":"Human immunodeficiency virus (HIV); mHealth; Medicine; Gerontology; Disease; Family medicine; Psychiatry; Psychological intervention; Internal medicine","score_opus":0.10398712303912164,"score_gpt":0.4701285574327453,"score_spread":0.3661414343936237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897362036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782765,0.00014565127,0.00006363829,0.00017103717,0.000039887516,0.0010343582,0.000016940334,0.00003402717,0.00066679955],"genre_scores_gemma":[0.99782246,0.000074610056,0.0013367024,0.00017769772,0.00012856837,0.00008028211,0.000032118725,0.000014895798,0.00033268746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848723,0.00009998646,0.00039110577,0.00025625832,0.00027362042,0.00049181015],"domain_scores_gemma":[0.99895406,0.000014633799,0.00010258297,0.00023536291,0.00013146474,0.0005618949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791627,0.000095512245,0.00024299354,0.00021439108,0.000085615284,0.000012633726,0.00007704906,0.000051436295,0.00010046701],"category_scores_gemma":[0.000054956974,0.00008348047,0.00003155394,0.00031073883,0.00020381332,0.0001440419,0.00003595256,0.00018613786,0.000011277132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010198453,0.0072377296,0.75351346,0.0026636224,0.000012911845,0.00001927853,0.015830085,2.1794548e-7,0.00027199552,0.000184339,0.0034032406,0.21584328],"study_design_scores_gemma":[0.0023051417,0.016449768,0.97621804,0.0005422318,0.000008934989,0.0000066006255,0.000965716,0.001879447,0.00006646911,0.000030088342,0.0014412295,0.00008630941],"about_ca_topic_score_codex":0.0011618545,"about_ca_topic_score_gemma":0.00036512312,"teacher_disagreement_score":0.2227046,"about_ca_system_score_codex":0.00007830715,"about_ca_system_score_gemma":0.00027933536,"threshold_uncertainty_score":0.34042346},"labels":[],"label_agreement":null},{"id":"W2897370809","doi":"10.2196/11898","title":"Physical Activity Surveillance Through Smartphone Apps and Wearable Trackers: Examining the UK Potential for Nationally Representative Sampling","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council","keywords":"Activity tracker; Wearable computer; Internet privacy; Physical activity; Computer science; Smartphone application; mHealth; Wearable technology; Sampling (signal processing); Smartphone app; Applied psychology; Psychology; Multimedia; Psychological intervention; Medicine; Telecommunications; Physical medicine and rehabilitation","score_opus":0.13985003941415497,"score_gpt":0.438378087929539,"score_spread":0.298528048515384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897370809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98389345,0.00026458752,0.0043706214,0.009674718,0.00014657684,0.0011430286,0.00006020888,0.000049248552,0.0003975619],"genre_scores_gemma":[0.9945829,0.0004920787,0.0014442746,0.0015986185,0.0016160053,0.00011553825,0.000020567097,0.000021821606,0.00010823193],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982115,0.00015737825,0.00022967307,0.0005183135,0.00030522054,0.00057792827],"domain_scores_gemma":[0.9982699,0.000791122,0.00020989383,0.00022910151,0.00016511159,0.00033484143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055549893,0.00019049303,0.00050748134,0.00004122715,0.0009913794,0.000039551287,0.000065223394,0.00008873068,0.000009319998],"category_scores_gemma":[0.00013661511,0.00013879011,0.00005275587,0.00020737262,0.00037959468,0.00020861685,0.000047964397,0.00040971956,0.0000051404368],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04476338,0.014391364,0.06964316,0.022719849,0.00088357064,0.00003690873,0.11397449,0.000054883167,0.029472876,0.039041635,0.02477211,0.6402458],"study_design_scores_gemma":[0.0040542674,0.0036109022,0.9752402,0.00020330811,0.000084627405,0.00006234423,0.0013784535,0.005966106,0.0005982556,0.0069626668,0.0015584414,0.00028047746],"about_ca_topic_score_codex":0.00051361864,"about_ca_topic_score_gemma":0.00016856512,"teacher_disagreement_score":0.905597,"about_ca_system_score_codex":0.00009043406,"about_ca_system_score_gemma":0.00046324325,"threshold_uncertainty_score":0.76249886},"labels":[],"label_agreement":null},{"id":"W2897403165","doi":"10.2196/mhealth.9929","title":"Health Care Provider Perceptions of Consumer-Grade Devices and Apps for Tracking Health: A Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Phone; mHealth; Medicine; Health care; Tracking (education); Mobile phone; Perception; Internet privacy; Telehealth; Telemedicine; Nursing; Psychology; Computer science; Psychological intervention","score_opus":0.15000788613717306,"score_gpt":0.5099572596876415,"score_spread":0.3599493735504684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897403165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89103746,0.02703236,0.0015779266,0.03496233,0.0010344171,0.042557187,0.00094999454,0.00045111676,0.00039721848],"genre_scores_gemma":[0.95945644,0.0060335994,0.0037036838,0.017152948,0.00077848375,0.012473361,0.00017519077,0.000110766305,0.00011551251],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9911885,0.0014791196,0.0030445429,0.0012956857,0.0005031382,0.0024889582],"domain_scores_gemma":[0.9923929,0.0011686308,0.0020333799,0.00085894385,0.0008315663,0.0027146034],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033250253,0.00055668736,0.0016085824,0.0005123665,0.0060648555,0.000029913303,0.0002964117,0.00023356924,0.000059817117],"category_scores_gemma":[0.00019631654,0.0005199011,0.00007661649,0.00068606355,0.000506205,0.00023979634,0.00015213405,0.0010253516,0.00003057908],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00195134,0.0027801332,0.38287923,0.07253706,0.00007922048,9.656258e-7,0.091924,7.946744e-7,0.000020023754,0.010034308,0.04292083,0.3948721],"study_design_scores_gemma":[0.009359016,0.02521131,0.7249495,0.0012443257,0.00012160033,0.000020479336,0.08520686,0.00016996475,0.0000017158217,0.00064315397,0.15244184,0.0006302354],"about_ca_topic_score_codex":0.00801029,"about_ca_topic_score_gemma":0.02664066,"teacher_disagreement_score":0.39424184,"about_ca_system_score_codex":0.00063630735,"about_ca_system_score_gemma":0.007568636,"threshold_uncertainty_score":0.9997253},"labels":[],"label_agreement":null},{"id":"W2897459611","doi":"10.2196/10664","title":"Mobile Phone–Based Telemedicine Practice in Older Chinese Patients with Type 2 Diabetes Mellitus: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Medicine; mHealth; Type 2 Diabetes Mellitus; Glycated hemoglobin; Psychological intervention; Glycemic; Randomized controlled trial; Mobile phone; Diabetes mellitus; Health care; Physical therapy; Type 2 diabetes; Multimedia; Nursing; Internal medicine; Computer science","score_opus":0.019080923632225768,"score_gpt":0.41857813464740584,"score_spread":0.3994972110151801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897459611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9253307,0.004843732,0.00011108585,0.003853739,0.001721997,0.060197543,0.000038203532,0.00020567182,0.0036973518],"genre_scores_gemma":[0.9117882,0.0040497347,0.0012328052,0.023727003,0.0015624781,0.057038214,0.00022821767,0.00008831304,0.0002850059],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9900519,0.0033116704,0.0029406575,0.0009176944,0.000753289,0.0020247467],"domain_scores_gemma":[0.98787546,0.006685084,0.0018737904,0.0007730624,0.0011607048,0.0016319214],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070767202,0.00056228385,0.002821963,0.0005411039,0.0014124027,0.000018403762,0.00024330324,0.00045260123,0.00053524144],"category_scores_gemma":[0.0027225104,0.0003586588,0.00011365792,0.001265989,0.0004792095,0.0002546324,0.00006151977,0.0013775934,0.00019069611],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95130146,0.0015537156,0.02703745,0.0021982251,0.000039959883,0.0000016761911,0.0029435728,0.0000018042631,9.746749e-7,0.00039372768,0.005031825,0.009495627],"study_design_scores_gemma":[0.9340895,0.0033886652,0.019770456,0.00039061956,0.00016612138,5.146703e-7,0.00047985252,0.00058507634,4.9281977e-7,0.00018416093,0.0406416,0.00030294957],"about_ca_topic_score_codex":0.00058908,"about_ca_topic_score_gemma":0.0004643342,"teacher_disagreement_score":0.035609774,"about_ca_system_score_codex":0.0003381435,"about_ca_system_score_gemma":0.004048168,"threshold_uncertainty_score":0.99988765},"labels":[],"label_agreement":null},{"id":"W2897529026","doi":"10.2196/12023","title":"Usability of a Personal Air Pollution Monitor: Design-Feedback Iterative Cycle Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences","keywords":"Usability; Computer science; Focus group; Simulation; Applied psychology; Engineering; Psychology; Human–computer interaction","score_opus":0.08877623286263434,"score_gpt":0.39856199569038764,"score_spread":0.3097857628277533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897529026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912153,0.0000789417,0.0005894591,0.0059190267,0.00016915481,0.001231876,0.000032177086,0.000040938918,0.00072315196],"genre_scores_gemma":[0.9940717,0.000037536396,0.0013261732,0.0041967263,0.00023648354,0.0000395012,0.0000025530017,0.000011814451,0.00007749286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739456,0.0005990466,0.000545823,0.0004378672,0.00041564056,0.00060706306],"domain_scores_gemma":[0.99866533,0.00011145347,0.0002736262,0.00024069691,0.000034600045,0.00067426363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732073,0.00017971377,0.00032036155,0.000051403764,0.0006476002,0.00001518161,0.00012509579,0.00008980165,0.00041383877],"category_scores_gemma":[0.00006982479,0.0001567294,0.00003324575,0.000249889,0.0007047243,0.0002767056,0.00008366258,0.00022066073,0.00011087764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034804759,0.006011871,0.4423937,0.0019330801,0.00004325137,0.000005973001,0.34399447,0.00016209812,0.00014813291,0.000745862,0.025039978,0.17604111],"study_design_scores_gemma":[0.00097124494,0.0043773707,0.9856332,0.0000289002,0.000018528859,0.0000047722383,0.0043889787,0.0019887525,0.000053902375,0.0005617971,0.0018082374,0.00016434952],"about_ca_topic_score_codex":0.0029760709,"about_ca_topic_score_gemma":0.00057107344,"teacher_disagreement_score":0.5432395,"about_ca_system_score_codex":0.00036594513,"about_ca_system_score_gemma":0.0001905094,"threshold_uncertainty_score":0.6391239},"labels":[],"label_agreement":null},{"id":"W2897626982","doi":"10.2196/10972","title":"The Accuracy of Smart Devices for Measuring Physical Activity in Daily Life: Validation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accelerometer; Physical activity; Wearable computer; Smartwatch; Wearable technology; Activity monitor; Intraclass correlation; Sedentary behavior; Limits of agreement; Physical therapy; Physical medicine and rehabilitation; Computer science; Medicine; Statistics; Mathematics; Reproducibility; Embedded system","score_opus":0.17099269209820622,"score_gpt":0.45317684190573176,"score_spread":0.28218414980752554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897626982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930631,0.00007464025,0.000051643477,0.0046019545,0.00009659466,0.0019195944,0.0000093037415,0.000025635887,0.00015753771],"genre_scores_gemma":[0.998788,0.00008737621,0.000048112022,0.00036337227,0.00053382915,0.00014542066,0.0000030280657,0.000013881402,0.000016969965],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99849117,0.0001911071,0.00030123105,0.0002933463,0.0002796748,0.00044349788],"domain_scores_gemma":[0.99809027,0.000896367,0.00027367225,0.00025529347,0.00013363094,0.0003507523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009927363,0.00013390377,0.00048078975,0.00007208178,0.00041520142,0.00001689443,0.00008087987,0.000053430125,0.0000014645992],"category_scores_gemma":[0.00034990397,0.00009252813,0.000047655118,0.00025198495,0.00011925489,0.00018165592,0.00003603129,0.00028234196,0.0000031487027],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020239417,0.025269149,0.3774075,0.013621467,0.00014327471,0.0000034766736,0.025170207,0.0000027488247,0.0028949683,0.0034121769,0.0011166671,0.530719],"study_design_scores_gemma":[0.0025134939,0.0051995027,0.98811793,0.000109113855,0.000056639183,0.0000015792855,0.00079829124,0.0010004559,0.00087599433,0.0004986576,0.0007384898,0.00008987366],"about_ca_topic_score_codex":0.00067634403,"about_ca_topic_score_gemma":0.0010579815,"teacher_disagreement_score":0.61071044,"about_ca_system_score_codex":0.00009713871,"about_ca_system_score_gemma":0.00072251743,"threshold_uncertainty_score":0.37731874},"labels":[],"label_agreement":null},{"id":"W2897651323","doi":"10.2196/10342","title":"Feasibility and Patient Experience of a Home-Based Rehabilitation Program Driven by a Tablet App and Mobility Monitoring for Patients After a Total Hip Arthroplasty","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Anna Fonds|NOREF; Universitair Medisch Centrum Groningen","keywords":"Physical therapy; Medicine; Rehabilitation; Coaching; Activities of daily living; Physical medicine and rehabilitation; Psychology","score_opus":0.022007059618617233,"score_gpt":0.34368254326875164,"score_spread":0.32167548365013443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897651323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99417883,0.0005523004,0.000041360865,0.00044460926,0.00020472298,0.004370251,0.00013885942,0.00006481311,0.0000042585543],"genre_scores_gemma":[0.9929704,0.000042226508,0.0057000155,0.00014572397,0.00006127632,0.001035709,0.00001771732,0.00002007178,0.0000068255927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804294,0.00009082878,0.0005603282,0.00057140755,0.00027380127,0.00046070977],"domain_scores_gemma":[0.9984624,0.0002552508,0.00022358246,0.00028329573,0.00025222634,0.0005232606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024072317,0.00021303286,0.00046050455,0.00008301853,0.00018362874,0.000019293864,0.00002407491,0.000106950145,0.0000070704245],"category_scores_gemma":[0.0002506216,0.00018203516,0.00004621141,0.00015371035,0.0006017585,0.00015463307,0.000047369726,0.00012941363,6.330596e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024942579,0.0011448382,0.9396978,0.002458442,0.000006469741,3.463721e-7,0.0051332987,1.7550283e-7,0.00003321459,0.000002868105,0.000079715035,0.048948556],"study_design_scores_gemma":[0.0044385777,0.012303341,0.98115396,0.00018195309,0.000027668684,0.0000035129087,0.0009151457,0.00034654915,0.00006984056,0.000027092186,0.00039441005,0.00013793299],"about_ca_topic_score_codex":0.00013047722,"about_ca_topic_score_gemma":0.000039240607,"teacher_disagreement_score":0.04881062,"about_ca_system_score_codex":0.0001346971,"about_ca_system_score_gemma":0.0001859055,"threshold_uncertainty_score":0.7423178},"labels":[],"label_agreement":null},{"id":"W2897656271","doi":"10.2196/11885","title":"Factors for Supporting Primary Care Physician Engagement With Patient Apps for Type 2 Diabetes Self-Management That Link to Primary Care: Interview Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Primary care; Type 2 diabetes; Medicine; Family medicine; mHealth; Self-management; Psychology; Diabetes mellitus; Nursing; Computer science; Psychological intervention","score_opus":0.11380024329795234,"score_gpt":0.4436830332771183,"score_spread":0.3298827899791659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897656271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9187309,0.002909363,0.0009854258,0.0035857495,0.0014264099,0.06859784,0.00048498446,0.0005000458,0.002779294],"genre_scores_gemma":[0.90554875,0.0007103757,0.007189661,0.030459004,0.000966426,0.053514365,0.0013209132,0.00016611461,0.0001243775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99365157,0.0006270893,0.0015595428,0.001254141,0.00051669637,0.0023909467],"domain_scores_gemma":[0.99485654,0.0007119924,0.0010231668,0.0008975935,0.00089373556,0.0016169851],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016165286,0.00059332245,0.0010500209,0.00031997357,0.0037734457,0.000034825807,0.00035259922,0.00021921245,0.000017182281],"category_scores_gemma":[0.000038289345,0.0004724982,0.00010364589,0.0005618373,0.000071131864,0.00014892449,0.0002829431,0.00064643373,0.00003273366],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086496153,0.0007299216,0.047277376,0.10246981,0.00010979147,9.2842515e-7,0.08095962,0.000001972988,0.0000029788796,0.0008783491,0.01021514,0.75648916],"study_design_scores_gemma":[0.0052530076,0.013497058,0.20115687,0.0015946855,0.000404369,2.687875e-7,0.082476206,0.000033958186,0.000015973357,0.00011489735,0.6947491,0.0007036218],"about_ca_topic_score_codex":0.00009805164,"about_ca_topic_score_gemma":0.00042199375,"teacher_disagreement_score":0.7557855,"about_ca_system_score_codex":0.0015929723,"about_ca_system_score_gemma":0.002109995,"threshold_uncertainty_score":0.99977267},"labels":[],"label_agreement":null},{"id":"W2897842682","doi":"10.2196/11724","title":"Mobile-Based Oral Chemotherapy Adherence–Enhancing Interventions: Scoping Review","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Mobile phone; mHealth; Intervention (counseling); MEDLINE; Intensive care medicine; Nursing","score_opus":0.16573594790983662,"score_gpt":0.49708515436954653,"score_spread":0.3313492064597099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897842682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5107063,0.4080933,0.021972498,0.028370222,0.0014664952,0.016612094,0.000017243881,0.0007426386,0.012019207],"genre_scores_gemma":[0.8357371,0.07168443,0.0061010006,0.08230578,0.00062747236,0.0012145096,0.00005331265,0.000039451854,0.0022369418],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99829763,0.000087816705,0.0006395443,0.0003465978,0.00024408512,0.0003843163],"domain_scores_gemma":[0.99866825,0.00003952447,0.00027622818,0.0003514467,0.00016916593,0.0004954085],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071428384,0.0001506483,0.00045821507,0.000079772566,0.00019601798,0.000013822438,0.00009067217,0.00006850045,0.0017865457],"category_scores_gemma":[0.000071550516,0.00012676152,0.00008541711,0.0003130582,0.00014293779,0.00006810616,0.000014904623,0.00021181458,0.00043371483],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005095019,0.0007579386,0.011356073,0.27392834,0.000034339722,0.000009778935,0.00066439144,1.3426695e-7,0.00014740098,0.0003326864,0.053426247,0.65883315],"study_design_scores_gemma":[0.0108554745,0.016093219,0.05480319,0.877987,0.0003641975,0.00015926847,0.0005523526,0.0009540993,0.0010916995,0.00044527967,0.03580745,0.00088673754],"about_ca_topic_score_codex":0.000040118688,"about_ca_topic_score_gemma":0.00004039412,"teacher_disagreement_score":0.6579464,"about_ca_system_score_codex":0.00006873266,"about_ca_system_score_gemma":0.0010261283,"threshold_uncertainty_score":0.99912596},"labels":[],"label_agreement":null},{"id":"W2897874860","doi":"10.2196/11181","title":"Acceptability of Continuous Glucose Monitoring in Free-Living Healthy Individuals: Implications for the Use of Wearable Biosensors in Diet and Physical Activity Research","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; Duncan Family Institute for Cancer Prevention and Risk Assessment; Center for Energy Balance in Cancer Prevention and Survivorship; National Science Foundation","keywords":"Wearable computer; Continuous glucose monitoring; Physical activity; Wearable technology; Assisted living; Psychology; Gerontology; Medicine; Computer science; Diabetes mellitus; Physical medicine and rehabilitation; Type 1 diabetes; Embedded system; Endocrinology","score_opus":0.28415905317992024,"score_gpt":0.540096797228566,"score_spread":0.2559377440486457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897874860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97242725,0.0024216506,0.00010045831,0.015576796,0.00025525346,0.008760203,0.0003395358,0.000034826073,0.00008402556],"genre_scores_gemma":[0.9824122,0.008209727,0.0013025254,0.000385789,0.00041802964,0.0071889316,0.0000055323285,0.000036585134,0.00004064932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941903,0.0017658683,0.0013396061,0.00070364436,0.000344911,0.00165571],"domain_scores_gemma":[0.9848208,0.012125272,0.00073118584,0.0010168416,0.000621383,0.00068450446],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007001799,0.00023708756,0.0008299418,0.00048394984,0.001440641,0.0000158087,0.00033181146,0.0003213737,0.000015486678],"category_scores_gemma":[0.0022242502,0.0001990179,0.000054174383,0.0013029355,0.00083335704,0.00029878112,0.00029144168,0.0013797575,0.000002615089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010195753,0.00093568163,0.81736284,0.006601075,0.00000788378,1.07048514e-7,0.0086543,0.0000034490636,0.000084541454,0.0042715687,0.0011833132,0.15987565],"study_design_scores_gemma":[0.0014495478,0.0010116249,0.9841909,0.00040152794,0.000014519773,9.4689244e-7,0.0024934579,0.00053883734,0.000032901848,0.0019745922,0.0077728378,0.000118331],"about_ca_topic_score_codex":0.013989206,"about_ca_topic_score_gemma":0.0047564586,"teacher_disagreement_score":0.16682802,"about_ca_system_score_codex":0.00036695707,"about_ca_system_score_gemma":0.0020539945,"threshold_uncertainty_score":0.99985933},"labels":[],"label_agreement":null},{"id":"W2897940684","doi":"10.2196/11468","title":"Unveiling the Black Box of Diagnostic and Clinical Decision Support Systems for Antenatal Care: Realist Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Service delivery framework; Digital health; Context (archaeology); Usability; Leverage (statistics); Psychology; Health care; Enthusiasm; Applied psychology; Service (business); Nursing; Knowledge management; Medical education; Computer science; Medicine; Psychological intervention; Marketing; Business; Social psychology","score_opus":0.14410925850596798,"score_gpt":0.5396449631684561,"score_spread":0.3955357046624881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897940684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9347448,0.013586695,0.006073544,0.0078023043,0.003710333,0.030971408,0.00076400884,0.00016191075,0.0021850306],"genre_scores_gemma":[0.9701112,0.016929077,0.0010481388,0.0036775968,0.0019407334,0.005883549,0.00024075774,0.00005190694,0.00011702997],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9938531,0.0011757456,0.0025268816,0.00074315054,0.0005502547,0.0011508883],"domain_scores_gemma":[0.98585033,0.009645773,0.0012737026,0.0007509873,0.0013444268,0.0011347655],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009062049,0.0002734239,0.0007263089,0.00015724647,0.0023710958,0.000019734078,0.00023385497,0.00042694897,0.00005438986],"category_scores_gemma":[0.0031566122,0.00019704505,0.000080379104,0.00035105264,0.00061803637,0.00011489498,0.00011339358,0.00070216105,0.000047741498],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00297103,0.0004712514,0.16797327,0.032183483,0.00005814452,0.0000025070979,0.013203616,0.000012492065,0.0000066381904,0.034911897,0.17323616,0.57496953],"study_design_scores_gemma":[0.011183968,0.004664894,0.5272118,0.0016739292,0.0005298856,0.000032608124,0.016603792,0.0177988,0.0000037259992,0.0029481892,0.41681868,0.0005297763],"about_ca_topic_score_codex":0.0013970218,"about_ca_topic_score_gemma":0.0011687375,"teacher_disagreement_score":0.57443976,"about_ca_system_score_codex":0.00026774243,"about_ca_system_score_gemma":0.0038055272,"threshold_uncertainty_score":0.99892765},"labels":[],"label_agreement":null},{"id":"W2897973573","doi":"10.2196/11231","title":"Benefits of Mobile Apps in Pain Management: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":177,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Helmut Horten Stiftung; Universität Zürich","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Psychosocial; Physical therapy; Pain management; Cochrane Library; Population; Quality of life (healthcare); mHealth; Meta-analysis; Psychological intervention; Psychiatry; Nursing; Internal medicine","score_opus":0.07011667206535026,"score_gpt":0.4097079875178932,"score_spread":0.33959131545254295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897973573","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000071035297,0.9785597,0.000040171555,0.000090637106,0.00005652073,0.0194314,0.000029840443,0.000137269,0.0016473648],"genre_scores_gemma":[0.000015418946,0.9922155,0.0008258265,0.001637302,0.0001543423,0.004612097,0.00014630861,0.00006920428,0.00032395852],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9943564,0.0011633281,0.002666709,0.0006711314,0.0004925674,0.00064987666],"domain_scores_gemma":[0.99659944,0.0003384389,0.0015947144,0.0010211557,0.00007356367,0.00037271346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00783142,0.0005119362,0.005217182,0.00092515873,0.00005607772,0.000009339041,0.00030485293,0.00029576337,0.00002100784],"category_scores_gemma":[0.00020677694,0.00040015567,0.00028552706,0.0011915242,0.00007413943,0.000050686707,0.0001524272,0.00046705778,0.000030120225],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051333163,0.00010908082,0.000020149997,0.7793085,0.0000493814,0.000009469508,0.000022413076,6.681773e-9,2.5329158e-10,0.0001547866,0.0064362385,0.21388485],"study_design_scores_gemma":[0.0002531698,0.00042025596,0.00006200141,0.78790444,0.0035056248,0.00002443627,0.00002201849,0.0000034240147,3.744046e-9,0.000027866256,0.20756519,0.00021157022],"about_ca_topic_score_codex":0.000029932202,"about_ca_topic_score_gemma":0.000007309407,"teacher_disagreement_score":0.21367326,"about_ca_system_score_codex":0.00032488024,"about_ca_system_score_gemma":0.00032317467,"threshold_uncertainty_score":0.999845},"labels":[],"label_agreement":null},{"id":"W2898012895","doi":"10.2196/10645","title":"Women Using Mobile Phones for Health Communication Are More Likely to Use Prenatal and Postnatal Services in Bangladesh: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cross-sectional study; mHealth; Mobile phone; Medicine; Environmental health; Psychology; Internet privacy; Nursing; Telecommunications; Psychological intervention; Computer science","score_opus":0.10758184002440085,"score_gpt":0.4950149812403259,"score_spread":0.38743314121592504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898012895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777813,0.001038678,0.0001244285,0.0023858834,0.0004214177,0.017292399,0.0007765421,0.00016082848,0.000018554698],"genre_scores_gemma":[0.96420383,0.0008158766,0.0023764016,0.010826478,0.00051211624,0.020833075,0.000215954,0.000081715676,0.00013454625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99362546,0.0008236802,0.002001849,0.0010859057,0.0004210929,0.00204203],"domain_scores_gemma":[0.9945982,0.00085066794,0.0010400934,0.0008447229,0.00053290534,0.0021333962],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034293486,0.00042044593,0.00082484126,0.0005650706,0.0039970665,0.000089396526,0.00034181966,0.000354434,0.000049899656],"category_scores_gemma":[0.000111130495,0.0004181787,0.000041335115,0.0007458383,0.00021982688,0.00052301196,0.00031859765,0.00088770996,0.000027571816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013861051,0.0005447472,0.95785236,0.006714009,0.000011704103,0.0000012712584,0.027899457,0.000009861031,0.000004735255,0.0003236121,0.00053639023,0.004715762],"study_design_scores_gemma":[0.003477447,0.0016769664,0.9698349,0.0003936182,0.000009341813,0.000015920883,0.010711072,0.0008914499,0.0000014154118,0.00012888222,0.0125823235,0.00027665697],"about_ca_topic_score_codex":0.009841005,"about_ca_topic_score_gemma":0.010502244,"teacher_disagreement_score":0.017188385,"about_ca_system_score_codex":0.0011811561,"about_ca_system_score_gemma":0.002024565,"threshold_uncertainty_score":0.999827},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2898084003","doi":"10.2196/11632","title":"The QardioArm Blood Pressure App for Self-Measurement in an Obese Population: Validation Study Using the European Society of Hypertension International Protocol Revision 2010","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blood pressure; Medicine; Obesity; Protocol (science); Population; Disease; Internal medicine; Environmental health; Pathology; Alternative medicine","score_opus":0.17020447326289048,"score_gpt":0.4123912984731533,"score_spread":0.24218682521026283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898084003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88109106,0.0029344647,0.00017504091,0.010385224,0.00062493136,0.10443204,0.000017403063,0.000110658606,0.00022915479],"genre_scores_gemma":[0.9948267,0.0001518305,0.0010159671,0.00096090755,0.00080958294,0.002169488,0.000009668206,0.000021763684,0.00003408927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979702,0.00039047646,0.0005555824,0.00030813285,0.00053185585,0.00024374279],"domain_scores_gemma":[0.9984102,0.00007978119,0.00029129934,0.00034987857,0.0007576895,0.00011113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032809607,0.00014354328,0.00033619563,0.00004765914,0.00065553153,0.000032533117,0.00011263824,0.000056195644,0.000002789023],"category_scores_gemma":[0.000055134922,0.000078347875,0.00006304683,0.00013917062,0.00007035566,0.00009961704,0.00007552445,0.00019204,5.792694e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008568796,0.014112128,0.67663693,0.012374383,0.0028189172,0.000017758826,0.044372793,0.000050902123,0.0044643423,0.00043534077,0.06682831,0.16931939],"study_design_scores_gemma":[0.0102021145,0.0037948878,0.91174436,0.000599694,0.0021672668,0.000055530098,0.00386812,0.005562527,0.00016133182,0.000086468746,0.06153786,0.00021982112],"about_ca_topic_score_codex":0.00019788399,"about_ca_topic_score_gemma":0.00008965039,"teacher_disagreement_score":0.23510744,"about_ca_system_score_codex":0.000020429636,"about_ca_system_score_gemma":0.0001264865,"threshold_uncertainty_score":0.5041885},"labels":[],"label_agreement":null},{"id":"W2898093127","doi":"10.2196/11114","title":"Repeated Automated Mobile Text Messaging Reminders for Follow-Up of Positive Fecal Occult Blood Tests: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bar-Ilan University","keywords":"Fecal occult blood; Medicine; Colonoscopy; Randomized controlled trial; Sigmoidoscopy; Odds ratio; Short Message Service; Logistic regression; Colorectal cancer; Family medicine; Internal medicine; Cancer","score_opus":0.026258934623135118,"score_gpt":0.3707550642877335,"score_spread":0.3444961296645984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898093127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847627,0.0008270622,0.00032946683,0.00052483013,0.0006250474,0.011176213,0.00002671168,0.00035345324,0.0013744785],"genre_scores_gemma":[0.9960131,0.00014325403,0.0005896863,0.00053696067,0.00045089086,0.0017664544,0.000050285507,0.00003101301,0.00041832976],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99732596,0.0003408602,0.0010462332,0.00046561993,0.00031158986,0.0005097669],"domain_scores_gemma":[0.9972663,0.000979517,0.00063174515,0.0002376615,0.00047070265,0.00041409288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002080657,0.00024701035,0.0018744,0.00024158046,0.0003096109,0.000019416733,0.000054768374,0.00021513969,0.00002286537],"category_scores_gemma":[0.0009153785,0.00018446123,0.00032158184,0.00034355765,0.00024375216,0.000062680985,0.000020303667,0.00023991524,0.0000018132071],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.99354964,0.00022366577,0.00015246251,0.0005291009,0.00021972886,0.0000027411288,0.0011709769,7.235414e-7,0.00027191808,0.000044858276,0.0008987498,0.00293545],"study_design_scores_gemma":[0.96988225,0.01773022,0.001443803,0.00033638254,0.0010676045,0.000050767823,0.00039636838,0.0077854404,0.0009789307,0.0000481918,0.00012203384,0.00015800187],"about_ca_topic_score_codex":0.00060232775,"about_ca_topic_score_gemma":0.00009324312,"teacher_disagreement_score":0.023667367,"about_ca_system_score_codex":0.00013239631,"about_ca_system_score_gemma":0.00064841367,"threshold_uncertainty_score":0.75221103},"labels":[],"label_agreement":null},{"id":"W2898170059","doi":"10.2196/10948","title":"Effectiveness of a Multimodal Digital Psychotherapy Platform for Adult Depression: A Naturalistic Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Modalities; Naturalistic observation; Intervention (counseling); Psychotherapist; Depression (economics); mHealth; Modality (human–computer interaction); Multimodal therapy; Treatment modality; Psychology; Multimedia; Computer science; Medicine; Psychological intervention; Psychiatry; Human–computer interaction; Social psychology","score_opus":0.07752261529923131,"score_gpt":0.48270138001001134,"score_spread":0.40517876471078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898170059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99056464,0.0004719588,0.00061967026,0.0002627854,0.0014544978,0.005031557,0.00048299745,0.00008406645,0.0010278384],"genre_scores_gemma":[0.99806815,0.000008561001,0.00026968637,0.00038318295,0.00019010871,0.0008628488,0.00004727473,0.00003716531,0.000132994],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99749917,0.0001950183,0.0007776647,0.00066311314,0.00022578056,0.0006392682],"domain_scores_gemma":[0.99781924,0.00053633185,0.00034555738,0.0004858843,0.0003541307,0.00045882745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007828439,0.00024726638,0.0004893791,0.00014044427,0.00028148686,0.000039857754,0.00019198147,0.00014353271,0.000058420846],"category_scores_gemma":[0.000087908265,0.0002089722,0.000116235984,0.00023857666,0.00023373216,0.00024683113,0.000029004384,0.00021075159,0.00002966637],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07044035,0.0332496,0.32564995,0.018039536,0.00037307778,0.000013713841,0.016241426,4.3266652e-7,0.000049570077,0.034157157,0.0042872373,0.49749795],"study_design_scores_gemma":[0.0103086475,0.016011842,0.9605062,0.00052099687,0.00003270668,0.000030078769,0.0010692505,0.00007272965,0.00005472847,0.010799505,0.00032248892,0.00027083833],"about_ca_topic_score_codex":0.00040575047,"about_ca_topic_score_gemma":0.00019758428,"teacher_disagreement_score":0.6348562,"about_ca_system_score_codex":0.0001381707,"about_ca_system_score_gemma":0.00014215843,"threshold_uncertainty_score":0.8521639},"labels":[],"label_agreement":null},{"id":"W2898214242","doi":"10.2196/10931","title":"Evaluating Mobile Health Apps for Customized Dietary Recording for Young Adults and Seniors: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan; Chang Gung Medical Foundation; Chang Gung University; National Science Council","keywords":"Randomized controlled trial; Mobile apps; mHealth; Medicine; Gerontology; Computer science; Psychological intervention; World Wide Web; Nursing; Surgery","score_opus":0.10070516233726454,"score_gpt":0.5087644635270397,"score_spread":0.4080593011897752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898214242","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64086825,0.0112092495,0.0067749373,0.0129873,0.0056215147,0.3206778,0.0005296535,0.00063122925,0.00070006424],"genre_scores_gemma":[0.42794228,0.011340664,0.021698872,0.011403872,0.005036264,0.52100897,0.0003946633,0.00018320215,0.0009912417],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98665804,0.0033604505,0.00490426,0.0015448148,0.00052829314,0.0030041332],"domain_scores_gemma":[0.980879,0.011473357,0.0033477542,0.0007413723,0.0010285695,0.0025299548],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.023357583,0.00071317604,0.004533864,0.00047454005,0.0067064064,0.000047059366,0.0002619362,0.00061021076,0.000082963765],"category_scores_gemma":[0.003006754,0.00057800696,0.00044601373,0.0004178051,0.00044004587,0.00023168905,0.00011985669,0.0009710677,0.00002575624],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8373862,0.00021926872,0.00014942599,0.008970104,0.000062231426,1.5369905e-7,0.003799646,9.774849e-7,0.000005140784,0.0035043573,0.010018295,0.13588418],"study_design_scores_gemma":[0.94085044,0.0070655085,0.00015082414,0.00080771453,0.00028085022,0.0000066606403,0.002531421,0.017209005,9.5220867e-7,0.0031109406,0.027547527,0.00043813785],"about_ca_topic_score_codex":0.0017604495,"about_ca_topic_score_gemma":0.0009229086,"teacher_disagreement_score":0.21292599,"about_ca_system_score_codex":0.0005486705,"about_ca_system_score_gemma":0.0052318964,"threshold_uncertainty_score":0.9996671},"labels":[],"label_agreement":null},{"id":"W2898229591","doi":"10.2196/11440","title":"Current Status and Future Directions of mHealth Interventions for Health System Strengthening in India: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Psychology; Computer science; Nursing","score_opus":0.13364359744306387,"score_gpt":0.5336409371076086,"score_spread":0.39999733966454476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898229591","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001703111,0.941265,0.000090475485,0.0013512231,0.0019717831,0.0526683,0.0022773528,0.00022985856,0.00012897112],"genre_scores_gemma":[0.000027435297,0.92535937,0.0005926998,0.0011748759,0.0013224263,0.07029946,0.000971514,0.00018740061,0.00006482195],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97923714,0.004888938,0.010489805,0.0016802,0.0005853496,0.0031185823],"domain_scores_gemma":[0.98312825,0.0026894077,0.0092764795,0.001423261,0.0005411304,0.0029414918],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009333671,0.0011487261,0.009310243,0.0016715899,0.0024058367,0.000024434867,0.00048553554,0.0009420245,0.000028226308],"category_scores_gemma":[0.000547726,0.000959673,0.0007099577,0.001993928,0.00023401366,0.00017818957,0.00024382275,0.0028829542,0.000034088782],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000248971,0.0001669713,0.00006198933,0.7235008,0.00003889019,3.5368734e-7,0.0006524223,7.9993745e-9,5.3266824e-10,0.00522389,0.0029094652,0.26742035],"study_design_scores_gemma":[0.0006687473,0.00034592222,0.00026753047,0.49677613,0.0008566153,0.000014522859,0.0006296759,0.000008010086,9.665734e-10,0.000033498003,0.50012964,0.00026970598],"about_ca_topic_score_codex":0.00056711823,"about_ca_topic_score_gemma":0.0007160389,"teacher_disagreement_score":0.49722016,"about_ca_system_score_codex":0.0026347213,"about_ca_system_score_gemma":0.012714194,"threshold_uncertainty_score":0.9994174},"labels":[],"label_agreement":null},{"id":"W2898359643","doi":"10.2196/11108","title":"Perspectives on Acceptance and Use of a Mobile Health Intervention for the Prevention of Atherosclerotic Cardiovascular Disease in Singapore: Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Singapore Population Health Improvement Centre; National University Health System","keywords":"mHealth; Psychological intervention; Medicine; Intervention (counseling); Mobile technology; Short Message Service; Population; Mobile phone; Usability; Family medicine; Gerontology; Psychology; Nursing; Environmental health; Mobile device; World Wide Web; Computer science","score_opus":0.11392857919510728,"score_gpt":0.5142601621198318,"score_spread":0.40033158292472454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898359643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537769,0.012912001,0.008092673,0.0010057887,0.00038253545,0.023655945,0.00011401876,0.000042252574,0.000017887643],"genre_scores_gemma":[0.97091407,0.007079792,0.0031059498,0.00045784606,0.000208601,0.01811502,0.00001741173,0.000040137646,0.00006120372],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9938406,0.0026323104,0.0016972112,0.00070669566,0.00032400133,0.0007991941],"domain_scores_gemma":[0.9953814,0.001680465,0.0011195967,0.00085200515,0.0003465483,0.0006199606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070677996,0.0002517609,0.0008519853,0.0002728705,0.0010612138,0.000010258322,0.00016690399,0.00013433893,0.000021405998],"category_scores_gemma":[0.0004970721,0.00019665388,0.00016399988,0.0005285321,0.00030650094,0.00014605513,0.000091494054,0.0005009631,0.00000195497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018664146,0.0027481213,0.06458604,0.013438656,0.00009905316,3.169082e-7,0.029970804,0.0000625313,0.000010102457,0.0081322035,0.00069582456,0.87838995],"study_design_scores_gemma":[0.0044439854,0.0069956137,0.93355685,0.0011558767,0.00015460579,7.226746e-7,0.036521018,0.0016625322,0.0000039170836,0.0010495286,0.014264751,0.00019060182],"about_ca_topic_score_codex":0.0020835805,"about_ca_topic_score_gemma":0.00087639724,"teacher_disagreement_score":0.87819934,"about_ca_system_score_codex":0.00028473712,"about_ca_system_score_gemma":0.0011548855,"threshold_uncertainty_score":0.81621057},"labels":[],"label_agreement":null},{"id":"W2898372466","doi":"10.2196/10995","title":"Evaluation of Electronic and Paper-Pen Data Capturing Tools for Data Quality in a Public Health Survey in a Health and Demographic Surveillance Site, Ethiopia: Randomized Controlled Crossover Health Care Information Technology Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data collection; Popularity; Health information technology; Data quality; Public health surveillance; Public health; Health care; Electronic data capture; Electronic data; Quality (philosophy); Computer science; Medicine; Data science; Business; Psychology; Nursing; Database; Marketing; Statistics","score_opus":0.4676092427726501,"score_gpt":0.5566869525749356,"score_spread":0.08907770980228552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898372466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93362296,0.03024109,0.0009034121,0.022947688,0.00020457395,0.011314229,0.00069275126,0.00004431297,0.00002898103],"genre_scores_gemma":[0.98229474,0.011739064,0.001018942,0.0022464509,0.00006240069,0.0004774701,0.0021446873,0.000014065743,0.0000021990222],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.72200906,0.26153818,0.0070926026,0.0025201743,0.0030268892,0.0038131212],"domain_scores_gemma":[0.97803587,0.017188186,0.0021671006,0.00094649737,0.0011643418,0.00049798266],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5237324,0.0002640112,0.0020191758,0.0009047755,0.0009466174,0.0001244231,0.00045662775,0.00036751546,0.000009368713],"category_scores_gemma":[0.09034647,0.00024579628,0.000038535112,0.0012739328,0.0008630849,0.0016066153,0.00022863316,0.00053765764,4.365629e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.18941322,0.00025065825,0.2631067,0.0027558112,0.00012112926,1.4942636e-7,0.09265852,0.000008127559,0.0000018299285,0.0061547593,0.00031479466,0.4452143],"study_design_scores_gemma":[0.15635884,0.00079365086,0.8221819,0.00017289599,0.000033033255,0.0000031438185,0.008696727,0.007978874,2.0004634e-7,0.002328087,0.001174253,0.00027839764],"about_ca_topic_score_codex":0.061896663,"about_ca_topic_score_gemma":0.59947157,"teacher_disagreement_score":0.55907524,"about_ca_system_score_codex":0.00081563956,"about_ca_system_score_gemma":0.020344108,"threshold_uncertainty_score":0.9999994},"labels":[],"label_agreement":null},{"id":"W2898541843","doi":"10.2196/11677","title":"A Feasibility Trial of Power Up: Smartphone App to Support Patient Activation and Shared Decision Making for Mental Health in Young People","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Nottingham Biomedical Research Centre; Invention for Innovation; Department of Health and Social Care; Invention for Innovation Programme; National Institute for Health and Care Research","keywords":"Mental health; Psychological intervention; Intervention (counseling); Digital health; mHealth; Randomized controlled trial; Young adult; Medicine; Psychology; Gerontology; Nursing; Health care; Psychiatry","score_opus":0.08348986549049585,"score_gpt":0.47368343370672106,"score_spread":0.3901935682162252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898541843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863449,0.00008092305,0.00074114394,0.0034630438,0.0021210688,0.0061102663,0.00050499063,0.00003681294,0.0005968795],"genre_scores_gemma":[0.9963857,0.000011874476,0.0013480905,0.0014420316,0.00009093222,0.00051637046,0.00009844722,0.000027829337,0.00007870773],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969899,0.00017732792,0.0012596472,0.0006179113,0.00024080223,0.0007143883],"domain_scores_gemma":[0.9983794,0.00017985342,0.00050510105,0.00032139217,0.00009872824,0.000515496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180096,0.00019940153,0.0005118806,0.00031788548,0.00026238683,0.000029661045,0.0000990497,0.000115902185,0.00011957703],"category_scores_gemma":[0.00010373381,0.00019941248,0.00006406008,0.00037482838,0.00007179146,0.00019810251,0.00009026226,0.00015441369,0.000013987091],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.18943118,0.0047403527,0.043757588,0.002493893,0.00002829569,7.044e-7,0.064359725,2.6578059e-7,0.000018460267,0.0030038306,0.03509646,0.65706927],"study_design_scores_gemma":[0.039491594,0.03785975,0.9136016,0.0007984568,0.000009221152,0.00002543778,0.0031746696,0.000043795648,0.000029588287,0.0022250346,0.002449464,0.00029139128],"about_ca_topic_score_codex":0.00086364825,"about_ca_topic_score_gemma":0.0048664273,"teacher_disagreement_score":0.869844,"about_ca_system_score_codex":0.0004927324,"about_ca_system_score_gemma":0.00031267956,"threshold_uncertainty_score":0.8131805},"labels":[],"label_agreement":null},{"id":"W2898560267","doi":"10.2196/10117","title":"Perceptions and Acceptance of mHealth in Patients With Cardiovascular Diseases: A Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; mHealth; Medicine; Perception; Psychology; Psychological intervention; Nursing; Pathology","score_opus":0.0464565450676429,"score_gpt":0.4412824023714836,"score_spread":0.3948258573038407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898560267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98847574,0.00109873,0.000087108,0.00031592487,0.00031956274,0.008699156,0.00033098852,0.00009682245,0.0005759885],"genre_scores_gemma":[0.9923609,0.00079910475,0.00037658395,0.0013001142,0.0004502253,0.0044702296,0.00010100566,0.000054887747,0.00008698719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942325,0.00088508596,0.001743391,0.0010264235,0.00073340186,0.0013792444],"domain_scores_gemma":[0.9960267,0.000339114,0.0006415735,0.0008683612,0.0006425049,0.0014817757],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001950649,0.0003571031,0.00094093755,0.00043636546,0.0019873835,0.000018907202,0.00021363348,0.00027601546,0.00017229181],"category_scores_gemma":[0.00011895678,0.00030615157,0.00007218677,0.0008487175,0.00050172687,0.0002595081,0.00012950695,0.0009093729,0.00003774126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085467275,0.0008904297,0.9834785,0.002586158,0.000025898431,7.3421296e-7,0.0023729547,0.0000034289867,2.0221215e-7,0.0006386023,0.00024969247,0.008898743],"study_design_scores_gemma":[0.006459345,0.0019366085,0.98607004,0.00012918496,0.00006407467,0.0000014020324,0.0014073964,0.00005180765,6.165241e-8,0.00016733512,0.003504916,0.00020785695],"about_ca_topic_score_codex":0.0021359227,"about_ca_topic_score_gemma":0.0020075077,"teacher_disagreement_score":0.008690887,"about_ca_system_score_codex":0.00040831935,"about_ca_system_score_gemma":0.002058571,"threshold_uncertainty_score":0.9999391},"labels":[],"label_agreement":null},{"id":"W2898613849","doi":"10.2196/11098","title":"User Models for Personalized Physical Activity Interventions: Scoping Review","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Personalization; Psychological intervention; PsycINFO; Behavior change methods; Scopus; Inclusion (mineral); Applied psychology; Behavior change; mHealth; eHealth; Computer science; Psychology; Medicine; MEDLINE; World Wide Web; Social psychology; Health care; Nursing","score_opus":0.2638411402140927,"score_gpt":0.5761470976236784,"score_spread":0.3123059574095857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898613849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39925897,0.16017139,0.13442841,0.1196052,0.0046267,0.1643828,0.0013067576,0.002157875,0.01406191],"genre_scores_gemma":[0.5477958,0.19215102,0.008855229,0.082169734,0.0074171107,0.15338984,0.00033622104,0.00029877925,0.0075862487],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953099,0.0007316993,0.001155946,0.000841982,0.00032692906,0.0016335666],"domain_scores_gemma":[0.9955476,0.0009574056,0.0008739146,0.0006427568,0.00053840195,0.0014399167],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002297664,0.00034517926,0.0010030008,0.000165844,0.0030140954,0.0000139173035,0.00023524863,0.00024882655,0.00021878122],"category_scores_gemma":[0.00026582877,0.00031026287,0.00023156939,0.0004406945,0.00027104377,0.00031017113,0.00011379126,0.0007703661,0.00016590458],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001021339,0.0009766284,0.00095774024,0.57547784,0.000031481883,7.2450837e-7,0.0025611732,9.274923e-7,0.000014375035,0.14112137,0.102077544,0.17575888],"study_design_scores_gemma":[0.019725777,0.0053766863,0.022203512,0.37182078,0.0010535233,0.000035421956,0.0018936946,0.013689959,0.000024102306,0.029663207,0.53214276,0.0023705985],"about_ca_topic_score_codex":0.00025149703,"about_ca_topic_score_gemma":0.0003692044,"teacher_disagreement_score":0.43006518,"about_ca_system_score_codex":0.00031266353,"about_ca_system_score_gemma":0.0028285359,"threshold_uncertainty_score":0.999935},"labels":[],"label_agreement":null},{"id":"W2898840845","doi":"10.2196/11039","title":"A Short Message Service Intervention for Improving Infant Feeding Practices in Shanghai, China: Planning, Implementation, and Process Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai Municipal Health Bureau","keywords":"Short Message Service; mHealth; Breastfeeding; Intervention (counseling); Psychological intervention; Service (business); Formative assessment; Nursing; Medicine; Medical education; Internet privacy; Psychology; Computer science; Business; Telecommunications; Pediatrics","score_opus":0.14440090692227497,"score_gpt":0.5663475010683523,"score_spread":0.4219465941460773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898840845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759298,0.0015621328,0.00092544017,0.007215736,0.0004448942,0.013142391,0.00007844213,0.00011927822,0.0005818636],"genre_scores_gemma":[0.9714711,0.000385644,0.0008163075,0.0036485742,0.0007734363,0.022562144,0.00025509365,0.00004751537,0.00004023658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99539804,0.00057644397,0.001561809,0.0008157083,0.00040322554,0.0012447926],"domain_scores_gemma":[0.99634105,0.00043894272,0.0015084529,0.00029957743,0.0006843111,0.000727689],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070085237,0.00028556035,0.00046562552,0.0004023668,0.0020378446,0.000039710983,0.00015751211,0.00027733375,0.00009051943],"category_scores_gemma":[0.000434382,0.000276854,0.00003116751,0.0006191592,0.000069420355,0.00057752756,0.0000924076,0.0006498841,0.000008481166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010567097,0.0002494541,0.5645927,0.030857608,0.000016273209,8.169951e-7,0.030568838,0.000003883496,0.00006919687,0.0026989977,0.0022023239,0.3676832],"study_design_scores_gemma":[0.005034755,0.00076581247,0.95060396,0.0006877943,0.00011204416,0.000009098273,0.021771869,0.0104986485,0.000012942791,0.0017961108,0.008410431,0.00029653532],"about_ca_topic_score_codex":0.0049930573,"about_ca_topic_score_gemma":0.011956235,"teacher_disagreement_score":0.38601127,"about_ca_system_score_codex":0.00043507153,"about_ca_system_score_gemma":0.0018789847,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W2898866529","doi":"10.2196/11879","title":"Assessing the Need for Mobile Health (mHealth) in Monitoring the Diabetic Lower Extremity","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"mHealth; Medicine; Diabetic foot; Context (archaeology); Mobile phone; Telemedicine; Cohort; Amputation; Foot (prosody); Health care; Diabetes mellitus; Medical emergency; Physical therapy; Nursing; Surgery; Psychological intervention; Computer science; Internal medicine","score_opus":0.06915706141309369,"score_gpt":0.43485405888298256,"score_spread":0.3656969974698889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898866529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95225394,0.0028577615,0.00041115418,0.03591403,0.0013667435,0.0056449072,0.0000068322206,0.00009360923,0.0014510147],"genre_scores_gemma":[0.9873608,0.000930188,0.0008988157,0.007881033,0.0011800182,0.0013414836,0.000013228735,0.000043026863,0.00035142087],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969267,0.00024820518,0.00074048596,0.0005082654,0.0004017743,0.0011745394],"domain_scores_gemma":[0.998095,0.0003825359,0.0003212958,0.000592424,0.00011255683,0.0004962081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030326715,0.00026815123,0.0005382844,0.00016402596,0.0009214041,0.00013011649,0.00020792472,0.00009586772,0.000025108822],"category_scores_gemma":[0.00006494748,0.00016151796,0.000081263956,0.00048336724,0.00026366752,0.00017114078,0.00009786983,0.00047065242,0.000009210828],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054105493,0.0011938992,0.22576231,0.006992512,0.000068504254,0.000006896176,0.006759987,0.000006541773,0.0000377867,0.0027865632,0.019064084,0.73677987],"study_design_scores_gemma":[0.0037495864,0.0032188138,0.913269,0.0006839386,0.00013066098,0.00001233194,0.007147318,0.001796326,0.000026387435,0.0009369825,0.06874189,0.00028680734],"about_ca_topic_score_codex":0.00046020187,"about_ca_topic_score_gemma":0.00012744633,"teacher_disagreement_score":0.73649305,"about_ca_system_score_codex":0.0004037137,"about_ca_system_score_gemma":0.00091879105,"threshold_uncertainty_score":0.7086789},"labels":[],"label_agreement":null},{"id":"W2898889914","doi":"10.2196/11579","title":"Creating Gameful Design in mHealth: A Participatory Co-Design Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Educational Games and Gamification","field":"Psychology","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Participatory design; Context (archaeology); Computer science; Human–computer interaction; User-centered design; Co-design; Knowledge management; Process management; Health care; Engineering","score_opus":0.25682279934690205,"score_gpt":0.4722665913446486,"score_spread":0.21544379199774655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898889914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9022675,0.004314086,0.054829866,0.0054604895,0.001049314,0.003459044,0.000024812234,0.00024180014,0.028353065],"genre_scores_gemma":[0.98407596,0.00015884532,0.0103071295,0.003109279,0.0007313647,0.000729944,0.00002993778,0.00003897126,0.0008185468],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99637115,0.0010797818,0.00072465383,0.0006603829,0.00023368637,0.00093033107],"domain_scores_gemma":[0.99809223,0.00048623257,0.00032428035,0.00042757517,0.00009750087,0.00057215267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027281386,0.00022631387,0.00035436355,0.0002486161,0.00032987376,0.000035124343,0.00016414915,0.0002083988,0.0002500185],"category_scores_gemma":[0.00008386319,0.00021826412,0.000031641554,0.00041617343,0.0002182194,0.00010238519,0.00001669212,0.00037510088,0.00021021385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043549906,0.0066624144,0.19009084,0.0036143092,0.000092367576,0.00002081049,0.3108106,0.00014674784,0.00016234576,0.13352433,0.12660532,0.22391492],"study_design_scores_gemma":[0.00201813,0.0017087702,0.96618766,0.00009002383,0.000042619875,0.000046424477,0.008497374,0.004029953,0.00002830777,0.0023818368,0.014523765,0.00044511797],"about_ca_topic_score_codex":0.0005737979,"about_ca_topic_score_gemma":0.000030062794,"teacher_disagreement_score":0.7760968,"about_ca_system_score_codex":0.00020109785,"about_ca_system_score_gemma":0.0006976207,"threshold_uncertainty_score":0.89005524},"labels":[],"label_agreement":null},{"id":"W2898919092","doi":"10.2196/11620","title":"Evaluation of Mobile Apps Targeted to Parents of Infants in the Neonatal Intensive Care Unit: Systematic App Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University","funders":"IWK Health Centre; Atlantic Canada Opportunities Agency; Canadian Institutes of Health Research; Dalhousie University; Nova Scotia Health Research Foundation","keywords":"Neonatal intensive care unit; mHealth; Mobile phone; Medicine; Mobile apps; Phone; Pediatrics; Nursing; Computer science; World Wide Web; Psychological intervention","score_opus":0.20957044772702146,"score_gpt":0.54897454818195,"score_spread":0.3394041004549285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898919092","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095182424,0.92630327,0.000012593075,0.00026548226,0.00054373476,0.070735365,0.0008607693,0.000041624993,0.00028531885],"genre_scores_gemma":[0.0029232136,0.9059185,0.000077888704,0.0040142187,0.0002380549,0.08583935,0.0008907775,0.000076655924,0.000021377133],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9796013,0.009868158,0.0064146793,0.000949962,0.0017571757,0.0014086885],"domain_scores_gemma":[0.98580414,0.0020081669,0.005010565,0.0017536154,0.0044466457,0.0009768695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.016335318,0.0007021171,0.004916344,0.0007672749,0.0006558321,0.0000066564435,0.0008630301,0.00072766095,0.000084862506],"category_scores_gemma":[0.0026420795,0.00047291466,0.00027430378,0.002280429,0.00016899528,0.000086574735,0.00021538266,0.0016299972,0.0001345173],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024616107,0.000043228316,0.00011403457,0.7167466,0.000022347704,4.8763934e-7,0.0065388316,3.299862e-7,7.2452027e-9,0.00012512457,0.0030781985,0.27330616],"study_design_scores_gemma":[0.00095039915,0.0005346111,0.00044592182,0.48916265,0.001947811,0.00001346665,0.01495457,0.000020726065,4.1959527e-8,0.00005460774,0.49161285,0.0003023267],"about_ca_topic_score_codex":0.0008155388,"about_ca_topic_score_gemma":0.00089766394,"teacher_disagreement_score":0.48853466,"about_ca_system_score_codex":0.0008082971,"about_ca_system_score_gemma":0.011521573,"threshold_uncertainty_score":0.99977225},"labels":[],"label_agreement":null},{"id":"W2898926888","doi":"10.2196/11557","title":"A Mobile Sleep-Management Learning System for Improving Students’ Sleeping Habits by Integrating a Self-Regulated Learning Strategy: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Insomnia; Coping (psychology); Psychology; Applied psychology; Medical education; Computer science; Clinical psychology; Medicine; Psychiatry","score_opus":0.014416231963255494,"score_gpt":0.3478750495869564,"score_spread":0.33345881762370094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898926888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95818716,0.0052033067,0.005819073,0.000111362744,0.0022314508,0.02122597,0.0000055552696,0.00089596724,0.006320161],"genre_scores_gemma":[0.98965865,0.00022073417,0.00042220918,0.00019007218,0.00051290874,0.0071540656,0.000058558744,0.00009985646,0.00168297],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9935203,0.0019422293,0.0017697917,0.0009743052,0.0004505008,0.0013428519],"domain_scores_gemma":[0.9967692,0.0009057769,0.0013111947,0.00029839855,0.00021661141,0.0004988419],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052919486,0.00053149,0.0019621635,0.0003709179,0.0015368996,0.00017141584,0.00029012616,0.00045389484,0.000050195067],"category_scores_gemma":[0.00018146873,0.00042090658,0.00034780375,0.00041118258,0.00017613928,0.0001341782,0.00008763595,0.0009442164,0.000035569046],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90690297,0.00095795305,0.00071535975,0.0020160326,0.002552875,0.000009966766,0.019197969,0.00012411333,0.000038516802,0.0026485121,0.00075105944,0.06408465],"study_design_scores_gemma":[0.9516743,0.0042588483,0.00007883608,0.00023349316,0.0013468732,0.000011677891,0.016860265,0.023809511,0.0000037386435,0.000036481546,0.0012509562,0.0004350507],"about_ca_topic_score_codex":0.00038354576,"about_ca_topic_score_gemma":0.000018590381,"teacher_disagreement_score":0.063649595,"about_ca_system_score_codex":0.00024854892,"about_ca_system_score_gemma":0.00015961558,"threshold_uncertainty_score":0.9998243},"labels":[],"label_agreement":null},{"id":"W2899081876","doi":"10.2196/11954","title":"Exploring Community Smokers’ Perspectives for Developing a Chat-Based Smoking Cessation Intervention Delivered Through Mobile Instant Messaging: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Instant messaging; Qualitative research; mHealth; Intervention (counseling); Text messaging; Telemedicine; Medicine; Psychology; Medical education; Internet privacy; Psychological intervention; Computer science; Nursing; World Wide Web; Health care; Sociology","score_opus":0.35395638951973374,"score_gpt":0.49718046007224886,"score_spread":0.14322407055251513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899081876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887878,0.00019312199,0.007697672,0.000572273,0.00018006426,0.0022458595,0.000019846213,0.00014196639,0.0001614142],"genre_scores_gemma":[0.99718314,0.0001095462,0.0008687525,0.00034438685,0.00011635031,0.0012170993,0.00011362782,0.000035554447,0.000011510361],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99763304,0.00065832154,0.0005584339,0.00038000423,0.00035089778,0.000419291],"domain_scores_gemma":[0.9985049,0.00024402363,0.00035692172,0.00028779372,0.0004542994,0.00015209972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021859787,0.00022280873,0.00039795926,0.00021866296,0.0011252504,0.00004825501,0.00008623092,0.00008551674,0.000013229063],"category_scores_gemma":[0.00010891242,0.00021200994,0.00007511075,0.00036530674,0.00013746465,0.00043448166,0.000039215844,0.00041033103,5.897058e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015457142,0.0017096136,0.055118393,0.0023102239,0.00008833954,0.0000025330035,0.92280406,0.000001705841,0.000091015565,0.0020734898,0.000038561375,0.014216352],"study_design_scores_gemma":[0.0051565454,0.0038808477,0.3434766,0.00056162756,0.00018413532,0.000004043831,0.6453897,0.00010142919,0.0005798458,0.0002730441,0.0001959127,0.00019630553],"about_ca_topic_score_codex":0.002154298,"about_ca_topic_score_gemma":0.00027551694,"teacher_disagreement_score":0.28835818,"about_ca_system_score_codex":0.0007329883,"about_ca_system_score_gemma":0.00034006464,"threshold_uncertainty_score":0.865463},"labels":[],"label_agreement":null},{"id":"W2899195520","doi":"10.2196/11130","title":"The App Behavior Change Scale: Creation of a Scale to Assess the Potential of Apps to Promote Behavior Change","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Behavior change; Computer science; Psychology; Human–computer interaction; Internet privacy; Social psychology; Physics","score_opus":0.24410403018435295,"score_gpt":0.5339524507885747,"score_spread":0.2898484206042217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899195520","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009935443,0.8452351,0.00011149669,0.00477779,0.002337633,0.13495979,0.0020804694,0.00018418663,0.00037807878],"genre_scores_gemma":[0.00089920824,0.69041073,0.0005141437,0.0021217007,0.0021129383,0.3031815,0.0002624046,0.0001310044,0.00036639298],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893525,0.002025791,0.004025187,0.001238417,0.0010107578,0.0023473385],"domain_scores_gemma":[0.99045926,0.00080478576,0.003324422,0.0020392253,0.00089717505,0.0024751034],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005260211,0.00083144725,0.0026993118,0.00057940604,0.0034912678,0.00003255787,0.0011418075,0.0010579118,0.00009612133],"category_scores_gemma":[0.00015754324,0.0005216021,0.00035863364,0.0017813978,0.00038529205,0.00014618138,0.0005130055,0.001795051,0.00020330098],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012216148,0.00034903304,0.0006356244,0.054172322,0.000013357552,9.407672e-7,0.0017874605,1.4654637e-8,9.411162e-7,0.00039776065,0.004631786,0.9378886],"study_design_scores_gemma":[0.0004998269,0.0009088683,0.034481186,0.008572147,0.00092952757,0.000016208503,0.00059974723,0.000006597481,6.7438367e-7,0.00002372869,0.95359915,0.00036233827],"about_ca_topic_score_codex":0.0027819984,"about_ca_topic_score_gemma":0.0021736633,"teacher_disagreement_score":0.94896734,"about_ca_system_score_codex":0.0005834237,"about_ca_system_score_gemma":0.003962147,"threshold_uncertainty_score":0.99972355},"labels":[],"label_agreement":null},{"id":"W2899235150","doi":"10.2196/10899","title":"Mobile Health Interventions for Self-Control of Unhealthy Alcohol Use: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; CINAHL; PsycINFO; Psychological intervention; eHealth; MEDLINE; Behavior change methods; Checklist; Critical appraisal; Medicine; Scopus; Psychology; Health care; Alternative medicine; Nursing","score_opus":0.16595743763243742,"score_gpt":0.4859127715853478,"score_spread":0.31995533395291037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899235150","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018939247,0.95778066,0.00011608778,0.00031684333,0.00034663337,0.04096636,0.00027012994,0.00016591708,0.000018448278],"genre_scores_gemma":[0.000095299416,0.9815452,0.0011173977,0.0033069723,0.00026838345,0.012437556,0.0005433628,0.00013147852,0.0005543281],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9928701,0.000749805,0.004097565,0.0008116391,0.0004365587,0.0010343464],"domain_scores_gemma":[0.99297494,0.00094239326,0.0036009073,0.0011027487,0.00032980085,0.0010492044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024141301,0.00077286677,0.010106299,0.0005095476,0.00032983042,0.0000227142,0.00022250181,0.0003576809,0.00003013088],"category_scores_gemma":[0.00026626568,0.00053172314,0.0017083922,0.0006083469,0.00010456075,0.00012878004,0.00003390655,0.0004476812,0.000036670892],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057759382,0.00042588674,0.000060529645,0.9522431,0.0004976451,0.0000028949385,0.00030358817,4.7228186e-9,1.5073852e-9,0.0001626647,0.0057823905,0.04046356],"study_design_scores_gemma":[0.0023849518,0.004013614,0.000023844494,0.81219184,0.011595027,0.00012307859,0.00006737958,0.00000432662,2.0107983e-8,0.00001272535,0.16931573,0.00026748716],"about_ca_topic_score_codex":0.00004251486,"about_ca_topic_score_gemma":0.000051420848,"teacher_disagreement_score":0.16353334,"about_ca_system_score_codex":0.0007883432,"about_ca_system_score_gemma":0.003163001,"threshold_uncertainty_score":0.9997134},"labels":[],"label_agreement":null},{"id":"W2899342857","doi":"10.2196/11636","title":"Exploring Users’ Experiences of the Uptake and Adoption of Physical Activity Apps: Longitudinal Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Physical activity; Longitudinal study; Psychology; mHealth; Computer science; Internet privacy; World Wide Web; Applied psychology; Medicine; Psychological intervention; Physical therapy; Sociology","score_opus":0.33929674730574666,"score_gpt":0.5354603360822839,"score_spread":0.19616358877653728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899342857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936684,0.00021081464,0.00007458258,0.000820334,0.0003959465,0.00444602,0.000032451804,0.000042036867,0.0003094277],"genre_scores_gemma":[0.9927928,0.0005557241,0.00015596655,0.0002362458,0.00039716886,0.0057961056,0.0000033247654,0.000020600384,0.000042056345],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99622196,0.0011833056,0.00090788025,0.00051818707,0.0004285329,0.00074015756],"domain_scores_gemma":[0.9968926,0.000722513,0.000999617,0.0005098621,0.000309339,0.00056608947],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019357075,0.000225435,0.0006229802,0.00013591032,0.001541369,0.0000049974697,0.00018820347,0.00010923227,0.00001989891],"category_scores_gemma":[0.0001442698,0.00016102172,0.000052933916,0.00057099835,0.0005702693,0.00025212523,0.00015316273,0.00058987853,0.000007709644],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062831305,0.0010162286,0.03878794,0.003951718,0.0000170618,1.8585371e-7,0.9041236,4.4531728e-7,0.000052617677,0.006661602,0.00027150332,0.044488773],"study_design_scores_gemma":[0.0009767177,0.0012507564,0.6019724,0.00019600896,0.000034232038,9.9411e-7,0.39431837,0.00007462101,0.000030174504,0.00018165639,0.00086484593,0.00009924411],"about_ca_topic_score_codex":0.0010881147,"about_ca_topic_score_gemma":0.00045578642,"teacher_disagreement_score":0.56318444,"about_ca_system_score_codex":0.000108286,"about_ca_system_score_gemma":0.0009977744,"threshold_uncertainty_score":0.9997585},"labels":[],"label_agreement":null},{"id":"W2899351974","doi":"10.2196/11213","title":"The Impact of a Maternal Education Program Through Text Messaging in Rural China: Cluster Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Ottawa Mental Health Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Text messaging; Randomized controlled trial; Cluster (spacecraft); Text message; Short Message Service; Psychology; Medicine; Computer science; World Wide Web; Telecommunications; Computer network","score_opus":0.034451953026947174,"score_gpt":0.48950091930015155,"score_spread":0.45504896627320435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899351974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9180208,0.0023210002,0.000085256,0.0069059436,0.0012930998,0.062155325,0.000017578446,0.00012120456,0.009079787],"genre_scores_gemma":[0.9049789,0.004703511,0.0005133254,0.0015463646,0.0012098227,0.08628297,0.000028486622,0.000044485918,0.0006921687],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9911123,0.003158919,0.003194666,0.00046214717,0.00040095072,0.0016710057],"domain_scores_gemma":[0.99402136,0.0022365698,0.0020021503,0.0006096303,0.00036823782,0.0007620595],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0070186,0.000382657,0.001925707,0.0002466802,0.0020459604,0.000032293243,0.00029748474,0.00032898402,0.00012836784],"category_scores_gemma":[0.00058436656,0.00021986113,0.0002923285,0.0005697128,0.00053316826,0.00019699607,0.00009132933,0.0010369914,0.000044873686],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8808901,0.0007116529,0.008312555,0.0013915617,0.000044812612,2.7103067e-7,0.0035786151,0.0000012466209,0.0000018666325,0.013017386,0.006562543,0.0854874],"study_design_scores_gemma":[0.8942286,0.0013945136,0.08760813,0.00052083685,0.00007786879,0.0000065043655,0.001263153,0.0014541151,7.814695e-7,0.005553323,0.0076874737,0.00020474287],"about_ca_topic_score_codex":0.011241269,"about_ca_topic_score_gemma":0.0011184177,"teacher_disagreement_score":0.08528265,"about_ca_system_score_codex":0.00050176354,"about_ca_system_score_gemma":0.007572617,"threshold_uncertainty_score":0.9992532},"labels":[],"label_agreement":null},{"id":"W2899774078","doi":"10.2196/12136","title":"A Tool to Measure Young Adults’ Food Intake: Design and Development of an Australian Database of Foods for the Eat and Track Smartphone App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Smartphone app; Smartphone application; Mobile apps; Food intake; Database; Track (disk drive); Computer science; Medicine; World Wide Web; Multimedia","score_opus":0.11980230326133404,"score_gpt":0.3724076790318456,"score_spread":0.25260537577051156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899774078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918572,0.0017848072,0.0015085845,0.0026101274,0.00006548409,0.0020049012,0.0001386134,0.000012439316,0.00001787685],"genre_scores_gemma":[0.9598628,0.0004808991,0.038561754,0.00068795425,0.00016898423,0.00017568156,0.000030264953,0.000012781525,0.000018835826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988178,0.00003799286,0.0003936056,0.00026018938,0.00019612956,0.00029429933],"domain_scores_gemma":[0.9990802,0.00010828925,0.0001138807,0.00016020342,0.00018393065,0.0003534946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069219247,0.00013365633,0.00033281973,0.000055612323,0.00028956856,0.0000073139904,0.000044364744,0.00005616432,0.0000059855847],"category_scores_gemma":[0.00005270092,0.00009174843,0.000017529366,0.00011063327,0.0001354523,0.000039880917,0.000034617075,0.000085438056,3.966845e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.051849514,0.0030058702,0.046944633,0.044140186,0.0005694739,0.000007704695,0.044128086,0.0000013684133,0.0026917488,0.0021574087,0.038318332,0.76618564],"study_design_scores_gemma":[0.015179836,0.023315074,0.92538476,0.0014668547,0.00025673257,0.00011111914,0.0085652815,0.0002104133,0.0036315082,0.00022130497,0.021253759,0.00040333738],"about_ca_topic_score_codex":0.00013546109,"about_ca_topic_score_gemma":0.000506777,"teacher_disagreement_score":0.87844014,"about_ca_system_score_codex":0.00003132439,"about_ca_system_score_gemma":0.00025306316,"threshold_uncertainty_score":0.37413925},"labels":[],"label_agreement":null},{"id":"W2899883013","doi":"10.2196/11094","title":"Mobile Phone App–Based Pulmonary Rehabilitation for Chemotherapy-Treated Patients With Advanced Lung Cancer: Pilot Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Pulmonary rehabilitation; Chemotherapy; Rehabilitation; Quality of life (healthcare); Physical therapy; Mobile phone; Lung; Internal medicine; Oncology; Nursing; Computer science","score_opus":0.01841914448964004,"score_gpt":0.3566368012484915,"score_spread":0.33821765675885146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899883013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99098927,0.0009943359,0.00011699957,0.00069374073,0.0002464436,0.0066141114,0.000098459444,0.0001251122,0.000121510246],"genre_scores_gemma":[0.9940912,0.00013037307,0.0004578752,0.0018753965,0.00026793298,0.0028658165,0.00014633276,0.000047695547,0.000117361335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828774,0.00007433241,0.00035355255,0.0005110289,0.00029844022,0.00047490175],"domain_scores_gemma":[0.9985607,0.00010594212,0.00018845037,0.00032476307,0.00041939196,0.00040073495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025703822,0.00022801648,0.00042867468,0.00012723281,0.00027564706,0.000012057337,0.000056120363,0.000053167903,0.00004766915],"category_scores_gemma":[0.000015479647,0.00017979174,0.000033085842,0.00036249764,0.000104744446,0.00008562189,0.000009896902,0.00014282872,0.0000017762785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025632538,0.0034357444,0.8370914,0.0033366699,0.000043764412,0.0000016028665,0.0048842323,0.0000037456243,0.000059182305,0.0000058845562,0.0012676136,0.12423761],"study_design_scores_gemma":[0.01593917,0.0724466,0.90275025,0.0003285922,0.00017601445,0.0000013883159,0.0017072172,0.0007721225,0.00006906068,0.000013861878,0.005515842,0.0002798827],"about_ca_topic_score_codex":0.0016761137,"about_ca_topic_score_gemma":0.0019801417,"teacher_disagreement_score":0.12395773,"about_ca_system_score_codex":0.00031113758,"about_ca_system_score_gemma":0.0004892175,"threshold_uncertainty_score":0.7331694},"labels":[],"label_agreement":null},{"id":"W2900038298","doi":"10.2196/10820","title":"Breast Cancer Survivors’ Experiences With an Activity Tracker Integrated Into a Supervised Exercise Program: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"Activity tracker; Physical activity; Breast cancer; Psychological intervention; Medicine; Cancer; Physical therapy; Sedentary lifestyle; Qualitative research; Physical medicine and rehabilitation; Gerontology; Internal medicine; Nursing","score_opus":0.06276878994716194,"score_gpt":0.44466713865394003,"score_spread":0.3818983487067781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900038298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946278,0.0004766564,0.000023073868,0.0013811566,0.0003407017,0.0027676453,0.000054657175,0.00022594223,0.00010239783],"genre_scores_gemma":[0.99630547,0.00017627174,0.0002145297,0.0004889469,0.00034775102,0.0022572232,0.000034792705,0.000046707457,0.00012831061],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971331,0.0004946018,0.00037703288,0.0007749267,0.0005272104,0.00069314765],"domain_scores_gemma":[0.9978026,0.000050281913,0.00017354854,0.0004370013,0.00048929546,0.0010472293],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007551844,0.00036168046,0.0007012738,0.00016950857,0.00044582773,0.00006768645,0.00012862339,0.00012837346,0.00021968478],"category_scores_gemma":[0.000008234232,0.000248738,0.000042791453,0.0008053275,0.00046867604,0.0003365703,0.000031383093,0.0003996914,0.000005753782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075397743,0.0018603104,0.028142912,0.00070389867,0.000033210104,0.000013414601,0.7207451,2.1794198e-8,0.000009988804,0.000008549169,0.000118824195,0.24082404],"study_design_scores_gemma":[0.0026782441,0.010865156,0.17912501,0.000304189,0.0001430527,0.00004275416,0.8059636,0.00014269157,0.00005595483,0.000014693602,0.00033723624,0.00032741966],"about_ca_topic_score_codex":0.103557706,"about_ca_topic_score_gemma":0.2051986,"teacher_disagreement_score":0.24049662,"about_ca_system_score_codex":0.00022423481,"about_ca_system_score_gemma":0.0012663599,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W2900058591","doi":"10.2196/10828","title":"Accuracy of Consumer Wearable Heart Rate Measurement During an Ecologically Valid 24-Hour Period: Intraindividual Validation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":320,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Smartwatch; Wearable technology; Computer science; Treadmill; Gold standard (test); Ambulatory; Mobile device; Physical medicine and rehabilitation; Simulation; Medicine; Physical therapy; Embedded system","score_opus":0.09229876323487148,"score_gpt":0.35129337757076384,"score_spread":0.2589946143358924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900058591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970772,0.000559741,0.00011586075,0.00011650656,0.00062423357,0.0011266577,0.000014752667,0.00021015877,0.0001548404],"genre_scores_gemma":[0.9984039,0.0002785967,0.0006656797,0.00006696619,0.00042479855,0.000104460225,0.0000048119473,0.000043721026,0.0000070508586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975613,0.00031062413,0.0006233265,0.00038851393,0.00044694557,0.0006693317],"domain_scores_gemma":[0.99872637,0.00008838181,0.0001616967,0.0003228909,0.00022918559,0.00047149125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016382233,0.0002589277,0.00042217906,0.00016496988,0.00037069395,0.000070220376,0.00015956268,0.00010993281,0.00005674604],"category_scores_gemma":[0.00013996135,0.00024785913,0.000037006106,0.00025338985,0.000091292466,0.00033459367,0.00005632084,0.0002950254,0.000025612655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007808653,0.002224892,0.67983496,0.006093631,0.00029940772,0.00003919413,0.023780696,0.0006802268,0.25480068,0.00013706743,0.0011217785,0.030206602],"study_design_scores_gemma":[0.0027730165,0.0031304595,0.9563186,0.00019546034,0.00008481636,0.000025401578,0.0024511956,0.00018343223,0.03356752,0.00016920024,0.0005802654,0.0005206293],"about_ca_topic_score_codex":0.00011091577,"about_ca_topic_score_gemma":0.000106263135,"teacher_disagreement_score":0.27648363,"about_ca_system_score_codex":0.00025118885,"about_ca_system_score_gemma":0.00022724758,"threshold_uncertainty_score":0.9999974},"labels":[],"label_agreement":null},{"id":"W2900224654","doi":"10.2196/mhealth.9651","title":"Medical Correctness and User Friendliness of Available Apps for Cardiopulmonary Resuscitation: Systematic Search Combined With Guideline Adherence and Usability Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Checklist; Layperson; Cardiopulmonary resuscitation; Mobile phone; Guideline; Medicine; Medical emergency; Phone; Computer science; Psychology; Resuscitation; Emergency medicine","score_opus":0.13662237798418095,"score_gpt":0.4818575764959671,"score_spread":0.3452351985117862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900224654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95324546,0.004678329,0.00460258,0.007828296,0.0007156329,0.027606994,0.00020469193,0.00012435592,0.0009936639],"genre_scores_gemma":[0.9788132,0.0015164787,0.003414989,0.0019380045,0.00040306462,0.013435815,0.00016928994,0.000043168824,0.0002660325],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99369526,0.0014993205,0.002113491,0.00080641924,0.0009289104,0.00095661386],"domain_scores_gemma":[0.99285537,0.00215251,0.0007815757,0.0006152148,0.0021759844,0.001419346],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011855302,0.0002863743,0.0010237126,0.00019083363,0.0016539984,0.000013858288,0.00017279538,0.0003671954,0.00017502786],"category_scores_gemma":[0.0012843319,0.00022162835,0.00003138917,0.00051824795,0.00062346313,0.00016580372,0.00010355982,0.0005307874,0.00001639323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010046633,0.00078040257,0.22877108,0.636863,0.000092282935,0.0000026016485,0.009724135,0.000008017501,0.000025107624,0.024745317,0.040632322,0.04830913],"study_design_scores_gemma":[0.06209832,0.030450966,0.5105333,0.049310863,0.001958223,0.00027620743,0.04511492,0.23072796,0.000054389388,0.009015501,0.057667706,0.002791675],"about_ca_topic_score_codex":0.0014769356,"about_ca_topic_score_gemma":0.0015652627,"teacher_disagreement_score":0.58755213,"about_ca_system_score_codex":0.00019332276,"about_ca_system_score_gemma":0.0048860586,"threshold_uncertainty_score":0.9996457},"labels":[],"label_agreement":null},{"id":"W2900298421","doi":"10.2196/11066","title":"Usability Study of Mainstream Wearable Fitness Devices: Feature Analysis and System Usability Scale Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Wearable computer; System usability scale; Wearable technology; Usability lab; Computer science; Human–computer interaction; Embedded system; Web usability; Usability engineering","score_opus":0.07416612266430919,"score_gpt":0.4656635569704864,"score_spread":0.3914974343061772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900298421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832215,0.0010906801,0.00020483427,0.0015015778,0.00037655208,0.011873875,0.00014165656,0.0001572537,0.0014320696],"genre_scores_gemma":[0.9916002,0.000416649,0.00064678286,0.0008148401,0.00041418892,0.0058855545,0.000067439185,0.000031640255,0.00012270456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917197,0.002887522,0.0019883083,0.0012452527,0.00083357864,0.0013255872],"domain_scores_gemma":[0.9938571,0.0008320595,0.0012608445,0.001297222,0.0012018457,0.0015509231],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008816096,0.0003856088,0.0012731099,0.00046992255,0.0028389709,0.000019546473,0.00025115584,0.000468806,0.00015920075],"category_scores_gemma":[0.00023160955,0.0003333465,0.000085935484,0.002146187,0.00039378688,0.00020895156,0.00015530112,0.00087177183,0.000028768573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040207422,0.0007537393,0.94159186,0.010461629,0.000063745814,2.8035674e-7,0.006567309,0.00000393308,0.0000046169384,0.00037386015,0.0005850729,0.039191887],"study_design_scores_gemma":[0.0027459245,0.0010601958,0.96912533,0.0002336922,0.00080884923,0.0000029718028,0.01906801,0.0042380015,0.000002986304,0.0001804166,0.0023195925,0.00021405284],"about_ca_topic_score_codex":0.008741554,"about_ca_topic_score_gemma":0.03104183,"teacher_disagreement_score":0.038977835,"about_ca_system_score_codex":0.0007574655,"about_ca_system_score_gemma":0.002333734,"threshold_uncertainty_score":0.99991184},"labels":[],"label_agreement":null},{"id":"W2900339363","doi":"10.2196/11836","title":"Effects of Social Media and Mobile Health Apps on Pregnancy Care: Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":235,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Gestational diabetes; Medicine; Randomized controlled trial; Meta-analysis; Pregnancy; Prenatal care; Social media; Behavior change methods; eHealth; Weight management; Telemedicine; Health care; Family medicine; Nursing; Environmental health; Weight loss; Obesity; Computer science; Population","score_opus":0.17924295900494605,"score_gpt":0.522449150811792,"score_spread":0.343206191806846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900339363","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000059985876,0.97045237,0.000038026636,0.00058716006,0.0006139806,0.026141997,0.0014062051,0.00019987619,0.0005003826],"genre_scores_gemma":[0.00048111493,0.9190152,0.00033581667,0.0022968107,0.00092225615,0.075568296,0.00092199794,0.00018282188,0.00027567905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9847022,0.0046237083,0.004934712,0.0020951722,0.000921838,0.0027223546],"domain_scores_gemma":[0.98413885,0.0056349593,0.005543543,0.0012753555,0.0004515469,0.0029557515],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002527171,0.0013419907,0.011337312,0.0015840891,0.0032723097,0.000022315615,0.0005473706,0.0015937451,0.0002179531],"category_scores_gemma":[0.00024427197,0.0010352588,0.0016131499,0.0023948844,0.00047503857,0.00010370088,0.00028815022,0.0027371985,0.00013751611],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048473088,0.0002171244,0.0000116514375,0.42845884,0.0039971964,0.0000020324403,0.0064664106,6.852735e-8,6.172194e-9,0.0037865683,0.005678825,0.5513328],"study_design_scores_gemma":[0.0009537215,0.0010681871,0.00027008372,0.0042326106,0.07797761,0.0000037040234,0.0005698429,0.000002056704,6.186945e-8,0.00013682504,0.9142587,0.0005265816],"about_ca_topic_score_codex":0.00053902296,"about_ca_topic_score_gemma":0.00063327193,"teacher_disagreement_score":0.9085799,"about_ca_system_score_codex":0.0008387931,"about_ca_system_score_gemma":0.0082057975,"threshold_uncertainty_score":0.9999331},"labels":[],"label_agreement":null},{"id":"W2900398635","doi":"10.2196/10401","title":"Empowering Young People Living With Juvenile Idiopathic Arthritis to Better Communicate With Families and Care Teams: Content Analysis of Semistructured Interviews","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Juvenile; mHealth; Health care; eHealth; Preference; Medicine; Content analysis; Psychology; Gerontology; Nursing; Psychological intervention","score_opus":0.06436184498586894,"score_gpt":0.4031321918927137,"score_spread":0.33877034690684477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900398635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98936564,0.005985723,0.00027751928,0.0023143364,0.00015562447,0.001363036,0.00012907301,0.0000798906,0.00032915917],"genre_scores_gemma":[0.9928326,0.003486431,0.0008693889,0.0022138096,0.00029666894,0.00015685304,0.00004786267,0.00004577996,0.000050586033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625874,0.0007330133,0.0011666303,0.0005591669,0.00034408405,0.0009383783],"domain_scores_gemma":[0.9971082,0.00023044315,0.00068585173,0.0006632151,0.0004881024,0.0008241922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010298996,0.00034240462,0.0012626739,0.00044216894,0.0012298478,0.00002051708,0.0002194792,0.00022465338,0.00004650985],"category_scores_gemma":[0.00006464469,0.00025496213,0.00006233385,0.0010354853,0.00017466444,0.00012515375,0.00023316662,0.0008334555,0.00000551036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002780851,0.000027047452,0.83003855,0.004839579,0.000066869616,0.0000018694999,0.1539493,0.000001181589,0.000015170919,0.000023922348,0.00021454887,0.010543883],"study_design_scores_gemma":[0.0011369631,0.0012144406,0.89455825,0.0027356972,0.0002918568,0.000008327852,0.0985977,0.00008832446,0.000003920369,0.000004977202,0.0010718487,0.0002877173],"about_ca_topic_score_codex":0.008292742,"about_ca_topic_score_gemma":0.11090963,"teacher_disagreement_score":0.10261689,"about_ca_system_score_codex":0.00024821464,"about_ca_system_score_gemma":0.0008001617,"threshold_uncertainty_score":0.9999903},"labels":[],"label_agreement":null},{"id":"W2900514626","doi":"10.2196/10442","title":"Smartphone Apps About Crystal Methamphetamine (“Ice”): Systematic Search in App Stores and Assessment of Composition and Quality","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Internet privacy; Android (operating system); Medicine; Mars Exploration Program; Psychology; World Wide Web; Computer science","score_opus":0.2220589754455869,"score_gpt":0.5720653172384071,"score_spread":0.35000634179282025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900514626","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010404493,0.9665801,0.00023995092,0.0004327104,0.00036073106,0.020724548,0.00055684673,0.00009909406,0.00060154556],"genre_scores_gemma":[0.006467283,0.9769417,0.0016805421,0.0006168655,0.00040431324,0.013140639,0.00047788324,0.0000975338,0.00017323342],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98456526,0.0064585386,0.0052862405,0.0012898961,0.0007122951,0.001687792],"domain_scores_gemma":[0.9903061,0.0035170726,0.0030425421,0.00095971307,0.0003398838,0.0018347143],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010655517,0.0007731611,0.005137458,0.0008957706,0.0012673166,0.00002770822,0.00027990577,0.0010467404,0.00004263644],"category_scores_gemma":[0.00016318045,0.000638956,0.00014701101,0.0008692411,0.00046358226,0.0001488746,0.00030713444,0.0023999198,0.00001744646],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060160866,0.00021723857,0.0018601733,0.88924396,0.000035538735,0.000001459797,0.0011780005,8.9616016e-8,5.9061574e-7,0.004784647,0.0003812806,0.10223689],"study_design_scores_gemma":[0.0066320538,0.0014957224,0.10431745,0.33547834,0.0013784125,0.000100134086,0.0032352172,0.00031259758,2.2393783e-7,0.00032665205,0.5451168,0.001606403],"about_ca_topic_score_codex":0.0028200946,"about_ca_topic_score_gemma":0.0012314357,"teacher_disagreement_score":0.5537656,"about_ca_system_score_codex":0.0008344428,"about_ca_system_score_gemma":0.005457778,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W2900529437","doi":"10.2196/11082","title":"Development and Implementation of a Person-Centered, Technology-Enhanced Care Model For Managing Chronic Conditions: Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chronic care; Cohort; mHealth; Computer science; Medicine; Chronic disease; Process management; Psychology; Psychological intervention; Nursing; Intensive care medicine; Business","score_opus":0.07732164165582922,"score_gpt":0.43054419233688257,"score_spread":0.35322255068105335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900529437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921356,0.0010118699,0.0011584564,0.00079208997,0.00004973227,0.0042432128,0.000037120986,0.00007193002,0.000500002],"genre_scores_gemma":[0.9969952,0.00024397025,0.0015439716,0.00018997921,0.000060534236,0.00077302306,0.00011868567,0.00001630996,0.000058336347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988088,0.000014327965,0.00032887934,0.0003477911,0.00016024783,0.0003399639],"domain_scores_gemma":[0.99935925,0.0000116514075,0.00016590656,0.00018128617,0.00012991898,0.00015196967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018300848,0.0001377513,0.00028284453,0.00024194838,0.00027308724,0.000013092881,0.000045655543,0.00004146176,0.000021215816],"category_scores_gemma":[0.0000052033033,0.00013253189,0.000019259036,0.000145417,0.000119115546,0.00007355721,0.000039985604,0.00007400225,0.0000012363219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015103176,0.0014465465,0.4162965,0.0542206,0.0008304263,0.000012156125,0.090964615,0.000017826069,0.00040731067,0.014606014,0.0033968664,0.41629082],"study_design_scores_gemma":[0.015499453,0.00405651,0.73141646,0.00055070326,0.0006657177,0.000009026175,0.23830573,0.00758671,0.0003371012,0.0006151356,0.00062106404,0.0003363933],"about_ca_topic_score_codex":0.000060346396,"about_ca_topic_score_gemma":0.0006717261,"teacher_disagreement_score":0.4159544,"about_ca_system_score_codex":0.00035664166,"about_ca_system_score_gemma":0.00083295855,"threshold_uncertainty_score":0.5404493},"labels":[],"label_agreement":null},{"id":"W2900552970","doi":"10.2196/11157","title":"A Smartphone App to Assess Alcohol Consumption Behavior: Development, Compliance, and Reactivity","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Smartphone app; Alcohol consumption; Compliance (psychology); Smartphone application; Psychology; mHealth; Reactivity (psychology); Consumption (sociology); Alcohol; Applied psychology; Internet privacy; Computer science; Social psychology; Psychological intervention; Medicine; Psychiatry; Multimedia","score_opus":0.2467476520945238,"score_gpt":0.45157345177500197,"score_spread":0.20482579968047818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900552970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996762,0.0006054947,0.00008715874,0.0006611092,0.00018101491,0.0010582526,0.000004650961,0.00011865124,0.0005216651],"genre_scores_gemma":[0.9924597,0.0007248942,0.003549844,0.0023831313,0.00017037918,0.00018008417,0.000033010372,0.000021129059,0.00047782107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857855,0.000043066444,0.00029739324,0.00040222437,0.00020541485,0.00047335352],"domain_scores_gemma":[0.9988199,0.00006899058,0.00010967345,0.00022325035,0.000083602026,0.0006945841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028239036,0.00019755785,0.0003999906,0.00014232929,0.00033174886,0.00002134142,0.000037622187,0.000092153205,0.000048399204],"category_scores_gemma":[0.000017514949,0.00016649743,0.000021602094,0.00017370321,0.00011790225,0.00010712613,0.000030778643,0.00015718085,0.00010939341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052120484,0.00022755508,0.91413033,0.0004236644,0.000016994423,0.000015186489,0.001944261,4.4479256e-9,0.00035328636,0.00006711497,0.0013836237,0.08091675],"study_design_scores_gemma":[0.002712059,0.00040452968,0.989167,0.00018372401,0.00007930669,0.00007711415,0.00016853347,0.0000071045993,0.0005084229,0.000011579217,0.006534371,0.00014625817],"about_ca_topic_score_codex":0.000047608697,"about_ca_topic_score_gemma":0.00044577583,"teacher_disagreement_score":0.080770485,"about_ca_system_score_codex":0.00016424377,"about_ca_system_score_gemma":0.0002710759,"threshold_uncertainty_score":0.6789568},"labels":[],"label_agreement":null},{"id":"W2900614120","doi":"10.2196/11753","title":"Description of Cardiological Apps From the German App Store: Semiautomated Retrospective App Store Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; App store; Metadata; Ranking (information retrieval); Mobile apps; German; World Wide Web; Flexibility (engineering); Information retrieval; Mobile device; Filter (signal processing); Multimedia","score_opus":0.07241810419972534,"score_gpt":0.4407722466354863,"score_spread":0.368354142435761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900614120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805376,0.0028116289,0.002046276,0.0049755466,0.00080229243,0.0053321356,0.00076333876,0.00048054702,0.0022506476],"genre_scores_gemma":[0.98387396,0.002970342,0.0007026663,0.0064275637,0.0018374348,0.0032733977,0.0005078299,0.0000483954,0.0003583998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99312085,0.0017601014,0.0018820447,0.0010309172,0.000617677,0.0015884321],"domain_scores_gemma":[0.9944432,0.00095516536,0.0013949187,0.0012311238,0.00067970174,0.0012959096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00285491,0.00042598214,0.0013143779,0.00031700142,0.0030483063,0.000018056659,0.00044466057,0.00069211103,0.00038582826],"category_scores_gemma":[0.00025173638,0.0003035767,0.00020728973,0.0019263094,0.0006150577,0.00014930827,0.00017346471,0.001505946,0.0001629265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010114998,0.00031936244,0.8579019,0.0018832474,0.00034263387,0.000002978227,0.014529518,0.0000053122576,0.00012703125,0.012530148,0.09069256,0.020653838],"study_design_scores_gemma":[0.0012247025,0.0004198735,0.9267383,0.00012448264,0.00045582087,0.0000026843277,0.0016266324,0.0011107903,0.000004576854,0.0019313558,0.0661268,0.000233948],"about_ca_topic_score_codex":0.0066253883,"about_ca_topic_score_gemma":0.0032787803,"teacher_disagreement_score":0.06883646,"about_ca_system_score_codex":0.00076787715,"about_ca_system_score_gemma":0.0016653864,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W2900675580","doi":"10.2196/12084","title":"Correlates of Stress in the College Environment Uncovered by the Application of Penalized Generalized Estimating Equations to Mobile Sensing Data","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; National Institutes of Health","keywords":"Stressor; Mobile phone; Computer science; Psychological intervention; Stress (linguistics); Leverage (statistics); Proxy (statistics); Generalized estimating equation; Psychology; Machine learning; Clinical psychology; Telecommunications","score_opus":0.08335641223903734,"score_gpt":0.4384330960368869,"score_spread":0.35507668379784957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900675580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778926,0.0007077987,0.0121473055,0.0025774015,0.0003187079,0.0036104277,0.0020210054,0.00001579442,0.00070899393],"genre_scores_gemma":[0.9959591,0.000012535146,0.0026626317,0.00060783786,0.000059603746,0.00032877296,0.00026440556,0.000013259469,0.00009185606],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979968,0.00037626328,0.00078608585,0.00030800945,0.00022436959,0.00030844632],"domain_scores_gemma":[0.9981672,0.0004789389,0.00044864553,0.00075095304,0.000034957262,0.00011928647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011189142,0.0001135912,0.0002370524,0.00007319286,0.00020959266,0.000011527044,0.000333744,0.00005713292,0.000042949287],"category_scores_gemma":[0.000047675087,0.00007925908,0.000025334444,0.00027867017,0.00016746973,0.00007682219,0.000113261136,0.00013515439,0.000022068056],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034275888,0.0076307813,0.018942535,0.004988738,0.00018950911,0.000005528605,0.057390105,0.0008363069,0.0008972584,0.12578073,0.0590406,0.7208703],"study_design_scores_gemma":[0.03498832,0.031308163,0.20621656,0.0044442615,0.00095397583,0.00027290505,0.090556264,0.4832868,0.002039657,0.04068913,0.102435835,0.0028081338],"about_ca_topic_score_codex":0.0024363673,"about_ca_topic_score_gemma":0.00053239195,"teacher_disagreement_score":0.71806216,"about_ca_system_score_codex":0.00007819294,"about_ca_system_score_gemma":0.00008333628,"threshold_uncertainty_score":0.36830747},"labels":[],"label_agreement":null},{"id":"W2900709131","doi":"10.2196/11498","title":"Combining Real-Time Ratings With Qualitative Interviews to Develop a Smoking Cessation Text Messaging Program for Primary Care Patients","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Smoking cessation; Text messaging; Primary care; Text message; mHealth; Qualitative research; Medicine; Qualitative analysis; Psychology; Family medicine; Medical education; Nursing; Computer science; World Wide Web; Psychological intervention","score_opus":0.06396329625655847,"score_gpt":0.42742775649275805,"score_spread":0.3634644602361996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900709131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371976,0.000050195104,0.00077050424,0.00060750695,0.000105704006,0.0030140772,0.0000193037,0.00016451401,0.0015484137],"genre_scores_gemma":[0.9855161,0.000023685257,0.011278145,0.0015562943,0.00013143252,0.00082859286,0.0005393609,0.00004606989,0.000080344435],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979934,0.00016024249,0.0005261407,0.00045429228,0.00037127166,0.0004946543],"domain_scores_gemma":[0.99801886,0.00011810987,0.00034552594,0.00019379392,0.0009525544,0.0003711264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008348375,0.00021948565,0.00042446668,0.00019473706,0.00046371738,0.00005122515,0.00006511234,0.000102858394,0.000010318329],"category_scores_gemma":[0.000085403095,0.00017919717,0.000028256427,0.00051821413,0.00007719933,0.00015615812,0.000036556336,0.0001834587,0.0000023367309],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013593609,0.00037184116,0.32044882,0.0055664093,0.000028915094,0.0000015506517,0.25264263,3.3426576e-7,0.00012649815,0.00026568823,0.00095490285,0.41823304],"study_design_scores_gemma":[0.0043282015,0.006466309,0.971469,0.0018597782,0.00016939659,0.0000065908675,0.013217236,0.00004166229,0.00019483732,0.00004154042,0.0019231872,0.00028224915],"about_ca_topic_score_codex":0.00026349802,"about_ca_topic_score_gemma":0.000047347035,"teacher_disagreement_score":0.65102017,"about_ca_system_score_codex":0.0004495051,"about_ca_system_score_gemma":0.00060090836,"threshold_uncertainty_score":0.7307449},"labels":[],"label_agreement":null},{"id":"W2900730820","doi":"10.2196/10666","title":"A Real-Time Autonomous Dashboard for the Emergency Department: 5-Year Case Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dashboard; Usability; Workflow; Emergency department; Computer science; System usability scale; World Wide Web; Medicine; Medical emergency; Web usability; Data science; Nursing; Human–computer interaction; Database","score_opus":0.09888408204432925,"score_gpt":0.48653145530431535,"score_spread":0.3876473732599861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900730820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720701,0.0007188408,0.0001363783,0.00541875,0.002534999,0.015428638,0.00012695738,0.00038520753,0.0031801602],"genre_scores_gemma":[0.98223066,0.0012236965,0.00041112106,0.0018528405,0.0036693758,0.0057022176,0.000026966492,0.00012058218,0.0047625317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99274224,0.0016434074,0.0018764399,0.0008688659,0.00038780662,0.002481242],"domain_scores_gemma":[0.9952745,0.0012963398,0.00085107697,0.0010295924,0.00042286416,0.0011256424],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005135231,0.0004176379,0.00077320164,0.00017642278,0.005765347,0.000019373012,0.00032902765,0.00031520554,0.0005188387],"category_scores_gemma":[0.00018247441,0.00029771533,0.000098018594,0.0004828661,0.00013286926,0.00013551753,0.00014044072,0.0008943802,0.00055563584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036239068,0.002671762,0.24486716,0.016736057,0.00045883577,0.00033382745,0.13710989,0.000002224178,0.000056621484,0.0077928323,0.5126107,0.073736206],"study_design_scores_gemma":[0.01942646,0.027125891,0.14453588,0.00049448817,0.0008393727,0.0011289252,0.08631887,0.0076404577,0.000005066193,0.0014636037,0.70912683,0.0018941197],"about_ca_topic_score_codex":0.010704824,"about_ca_topic_score_gemma":0.011731498,"teacher_disagreement_score":0.19651619,"about_ca_system_score_codex":0.00081115356,"about_ca_system_score_gemma":0.00360236,"threshold_uncertainty_score":0.9999475},"labels":[],"label_agreement":null},{"id":"W2900770945","doi":"10.2196/mhealth.9838","title":"Popular Nutrition-Related Mobile Apps: An Agreement Assessment Against a UK Reference Method","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ciência sem Fronteiras; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Micronutrient; Wilcoxon signed-rank test; Saturated fat; Medicine; Body mass index; Vitamin; Environmental health; Animal science; Calorie; Limits of agreement; Dietary fiber; Food science; Chemistry; Endocrinology; Biology; Internal medicine","score_opus":0.11082587495898485,"score_gpt":0.5271431949836841,"score_spread":0.41631732002469923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900770945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.897027,0.0049774107,0.0077059846,0.011634699,0.0023712544,0.032184802,0.00062804786,0.0010791396,0.04239162],"genre_scores_gemma":[0.87157476,0.0138861155,0.041304804,0.023032663,0.0019184356,0.045383397,0.0012473718,0.00012419287,0.0015282335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908409,0.002064659,0.0024969974,0.0014123122,0.00069590897,0.0024891861],"domain_scores_gemma":[0.99303967,0.00041904842,0.0011586274,0.0013474824,0.0006797831,0.00335542],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042218375,0.00055228616,0.0009664516,0.00043465357,0.004536213,0.000034553446,0.0004486286,0.0007229078,0.0012342806],"category_scores_gemma":[0.00007095455,0.00051532924,0.000083646104,0.0008973307,0.00024740907,0.00026815067,0.00017772283,0.0019285169,0.00060521497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010921342,0.0041048215,0.046066,0.020660747,0.000095729316,0.000018850178,0.011273953,0.00001094951,0.0005970672,0.1827762,0.09224129,0.64106226],"study_design_scores_gemma":[0.005959391,0.0033217377,0.07066365,0.0008729847,0.00010711208,0.000016416903,0.0062074754,0.0026775612,0.000011630634,0.006235071,0.9031457,0.00078131875],"about_ca_topic_score_codex":0.0014884808,"about_ca_topic_score_gemma":0.0011842137,"teacher_disagreement_score":0.8109044,"about_ca_system_score_codex":0.0009063694,"about_ca_system_score_gemma":0.0036245412,"threshold_uncertainty_score":0.9997298},"labels":[],"label_agreement":null},{"id":"W2900820800","doi":"10.2196/11251","title":"See-Through Type 3D Head-Mounted Display–Based Surgical Microscope System for Microsurgery: A Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Microsurgery; Head (geology); Operating microscope; Computer science; Medicine; Surgery; Biology","score_opus":0.11546899133994039,"score_gpt":0.4711480985999423,"score_spread":0.3556791072600019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900820800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99370736,0.0003299226,0.00020890158,0.00095079344,0.00059047143,0.0030694017,0.00006594658,0.00021493957,0.00086228235],"genre_scores_gemma":[0.99654114,0.000015605205,0.00084433606,0.0016059804,0.00054223876,0.00009844264,0.00011995069,0.000041684096,0.00019062193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724627,0.0002414741,0.00076586247,0.00068511884,0.00030660277,0.0007546806],"domain_scores_gemma":[0.99782383,0.0004839114,0.00021652514,0.00040820715,0.0003512937,0.00071621133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012649285,0.00027815573,0.0007847403,0.00009810291,0.00054186996,0.000043523807,0.00007048585,0.0001767497,0.00010056703],"category_scores_gemma":[0.000112707094,0.00021999776,0.00010254383,0.000477998,0.00018403966,0.000077268625,0.00002850064,0.00026864783,0.000048077633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.042784587,0.0055728643,0.91694725,0.010299032,0.00015461964,0.00017457083,0.0045343316,0.000007945825,0.00020171952,0.00086711877,0.0024780761,0.015977904],"study_design_scores_gemma":[0.056844164,0.013425138,0.7528013,0.00089211756,0.00040971432,0.0001917293,0.0028447867,0.012952345,0.00017744189,0.000036693993,0.15867275,0.0007518119],"about_ca_topic_score_codex":0.00027765642,"about_ca_topic_score_gemma":0.00014167817,"teacher_disagreement_score":0.16414592,"about_ca_system_score_codex":0.00028490878,"about_ca_system_score_gemma":0.0007234246,"threshold_uncertainty_score":0.8971248},"labels":[],"label_agreement":null},{"id":"W2900883481","doi":"10.2196/11245","title":"Mobile Health Interventions: Exploring the Use of Common Relationship Factors","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychological intervention; Operationalization; mHealth; Context (archaeology); Empathy; Intervention (counseling); Psychology; Applied psychology; Social psychology","score_opus":0.44785197974539354,"score_gpt":0.5108459973902513,"score_spread":0.06299401764485774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900883481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99129516,0.0021232911,0.00023347844,0.0016145811,0.001966007,0.0017282702,0.00017151935,0.00010781239,0.0007598617],"genre_scores_gemma":[0.9963987,0.00011462747,0.0002865154,0.0009915882,0.00014644953,0.00086770504,0.000053864707,0.000033684115,0.001106852],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99687845,0.00057467003,0.0012846218,0.0003703835,0.00022584095,0.0006660491],"domain_scores_gemma":[0.9976297,0.00054000004,0.00066558574,0.0005943814,0.000090434485,0.00047989187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008566751,0.00019986356,0.00040861746,0.00023758924,0.0007132925,0.000047202942,0.00020944183,0.00007704175,0.0001458815],"category_scores_gemma":[0.00007725038,0.00015416517,0.0001662454,0.0004552251,0.0003777776,0.00039485696,0.000093975985,0.0003873497,0.000099287376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005363498,0.0037761787,0.29217562,0.0071005234,0.000110893016,0.0000031365519,0.037962772,0.0000043387604,9.893657e-7,0.2118652,0.043194797,0.40326917],"study_design_scores_gemma":[0.00070930505,0.007855839,0.94520044,0.0009761163,0.00003372938,0.00002331298,0.0038566403,0.000026254018,0.000012178921,0.0025263971,0.038582113,0.00019769676],"about_ca_topic_score_codex":0.0022041148,"about_ca_topic_score_gemma":0.0009614111,"teacher_disagreement_score":0.6530248,"about_ca_system_score_codex":0.00018788464,"about_ca_system_score_gemma":0.00015200593,"threshold_uncertainty_score":0.62866735},"labels":[],"label_agreement":null},{"id":"W2900909100","doi":"10.2196/10737","title":"Change in Waist Circumference With Continuous Use of a Smart Belt: An Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National IT Industry Promotion Agency","keywords":"Waist; Circumference; Observational study; Obesity; Medicine; Environmental health; Business; Internal medicine","score_opus":0.41663955525709856,"score_gpt":0.4608326663631001,"score_spread":0.04419311110600155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900909100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959362,0.000046551002,0.00001491466,0.0022710422,0.000048010952,0.0015244007,0.000028614611,0.00003179102,0.00009843558],"genre_scores_gemma":[0.99632305,0.00006536449,0.00029212356,0.0028317673,0.00029277173,0.000118295386,0.000030783,0.000015681033,0.0000301861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983581,0.00014298034,0.00038771587,0.00036074742,0.0003101234,0.00044034317],"domain_scores_gemma":[0.9987078,0.00011739358,0.00019117727,0.00027937064,0.00017830274,0.0005259728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038930395,0.00015058072,0.0005789498,0.00013041726,0.0001435768,0.000012067349,0.00005698813,0.00007131277,0.00001861754],"category_scores_gemma":[0.00003850384,0.000118244236,0.000017649905,0.00036758796,0.00017255584,0.0003265324,0.00002424077,0.0003021652,0.0000033027673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020142174,0.0045241234,0.9703604,0.0009323278,0.000010074493,0.00001268718,0.007895018,6.4410976e-8,0.00004344967,0.0010989894,0.000060190523,0.0130484635],"study_design_scores_gemma":[0.0022311022,0.016009232,0.98026013,0.00017732687,0.000028088476,0.000014518608,0.00043827103,0.00027583036,0.00001070426,0.000119121825,0.00033773287,0.000097913224],"about_ca_topic_score_codex":0.0088582,"about_ca_topic_score_gemma":0.01136048,"teacher_disagreement_score":0.012950551,"about_ca_system_score_codex":0.000090531066,"about_ca_system_score_gemma":0.0006475508,"threshold_uncertainty_score":0.9977419},"labels":[],"label_agreement":null},{"id":"W2900943426","doi":"10.2196/11942","title":"Technology-Based Interventions, Assessments, and Solutions for Safe Driving Training for Adolescents: Rapid Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Traffic and Road Safety","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Applied psychology; mHealth; Psychology; Human factors and ergonomics; Information and Communications Technology; Injury prevention; Poison control; Medical education; Computer science; Medicine; Medical emergency","score_opus":0.1695369766085094,"score_gpt":0.4403639878185757,"score_spread":0.27082701121006636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900943426","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000038292987,0.9630172,0.030587953,0.00038388214,0.0005302128,0.0046912604,0.0003798977,0.00036580372,0.000039940114],"genre_scores_gemma":[0.00012279248,0.9882137,0.008432917,0.00024301786,0.00028459434,0.002194335,0.00037364123,0.00010221596,0.000032757358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971572,0.000081717575,0.0011875121,0.00052676315,0.00011084699,0.0009359454],"domain_scores_gemma":[0.9987035,0.00016059927,0.00037171022,0.00034059235,0.000076312455,0.0003473129],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012082143,0.00047145458,0.0016752149,0.00039756432,0.00058677176,0.000029322839,0.00019383602,0.00044207528,0.000009023135],"category_scores_gemma":[0.00007401425,0.00041888873,0.0004413269,0.00032847538,0.00010946191,0.00007944378,0.00004860404,0.0004786748,0.000003873079],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032796709,0.00002625878,0.0000024438823,0.37418887,0.000029268678,1.6198513e-7,0.000011689843,7.462355e-7,5.582812e-9,0.00022647742,0.0055339555,0.6199768],"study_design_scores_gemma":[0.0005202618,0.00024611477,0.000042503278,0.16745217,0.0007447519,0.000014104244,0.00003049993,0.0006668631,9.838364e-9,0.00004185712,0.8299436,0.00029724767],"about_ca_topic_score_codex":0.0000013693252,"about_ca_topic_score_gemma":0.00001696593,"teacher_disagreement_score":0.82440966,"about_ca_system_score_codex":0.00022698153,"about_ca_system_score_gemma":0.0005681477,"threshold_uncertainty_score":0.9998263},"labels":[],"label_agreement":null},{"id":"W2900948333","doi":"10.2196/11720","title":"To Text or Not to Text: Electronic Message Intervention to Improve Treatment Adherence Versus Matched Historical Controls","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Text message; Intervention (counseling); Text messaging; Short Message Service; Computer science; Medicine; Psychology; Internet privacy; Nursing; Telecommunications; Computer network","score_opus":0.08804374184167146,"score_gpt":0.4788350056866698,"score_spread":0.39079126384499835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900948333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8649992,0.00093613844,0.0061495057,0.082452975,0.005144495,0.035804626,0.00038308272,0.00069903245,0.003430977],"genre_scores_gemma":[0.91872674,0.00078610814,0.0020822515,0.032615982,0.0020575703,0.031908393,0.000052669307,0.000107161475,0.011663105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920634,0.0007200273,0.0020054283,0.0014243679,0.00051690487,0.0032698824],"domain_scores_gemma":[0.99172825,0.00090601784,0.00058741414,0.0010826626,0.0004482341,0.0052473987],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018460539,0.00057596073,0.0011458236,0.00046799245,0.0020541023,0.00003258951,0.0004138275,0.00043637695,0.0010133209],"category_scores_gemma":[0.000490067,0.00047211468,0.00012556792,0.0010083274,0.0000589319,0.00013257477,0.00019212581,0.0008546925,0.0032836858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033710632,0.0010284738,0.0013967103,0.002883881,0.000047767116,0.0000055973155,0.009098434,0.000002151966,0.0003820237,0.007705569,0.0909549,0.85278386],"study_design_scores_gemma":[0.010145076,0.028533965,0.04009334,0.00030776416,0.0000994973,0.0000050314397,0.0015623814,0.0001025856,0.00006294384,0.00020058393,0.91831505,0.0005717779],"about_ca_topic_score_codex":0.008929621,"about_ca_topic_score_gemma":0.016906442,"teacher_disagreement_score":0.8522121,"about_ca_system_score_codex":0.007304264,"about_ca_system_score_gemma":0.0042045186,"threshold_uncertainty_score":0.99989986},"labels":[],"label_agreement":null},{"id":"W2901081366","doi":"10.2196/11201","title":"Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors’ Data","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Environmental Health Sciences","keywords":"Wearable computer; Computer science; Multivariate statistics; Artificial intelligence; Segmentation; Pattern recognition (psychology); Computer vision; Machine learning","score_opus":0.25754440802378,"score_gpt":0.4747668898643175,"score_spread":0.2172224818405375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901081366","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43168572,0.00006297104,0.5641721,0.0012252625,0.000603273,0.0014983935,0.00013434052,0.00024968712,0.00036826206],"genre_scores_gemma":[0.82664454,0.000029407034,0.17082117,0.0014520392,0.0005598734,0.0003086366,0.00009626756,0.000021921433,0.00006613894],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99650437,0.0010696895,0.000456767,0.0010905084,0.00032248718,0.0005562069],"domain_scores_gemma":[0.9973849,0.00045167483,0.00036035926,0.0010609266,0.00018075606,0.000561362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020768726,0.00022928046,0.0003805174,0.00022178091,0.00077146845,0.00025306907,0.0005482356,0.00012401876,0.000040400788],"category_scores_gemma":[0.0001083252,0.00023708816,0.000028995171,0.00050410157,0.000048881095,0.0013472557,0.00047134582,0.0002742922,0.0002066002],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054623357,0.000100863195,0.0003561306,0.00012057295,0.000015529433,0.0000016943567,0.0020446808,3.9465135e-7,0.012054868,0.000036498815,0.00073473784,0.9844794],"study_design_scores_gemma":[0.014564425,0.0051467028,0.46310377,0.0023448195,0.00036336549,0.00022585916,0.0037534246,0.31091228,0.08031142,0.019717881,0.094325796,0.005230271],"about_ca_topic_score_codex":0.006604075,"about_ca_topic_score_gemma":0.0007681273,"teacher_disagreement_score":0.9792491,"about_ca_system_score_codex":0.00016781788,"about_ca_system_score_gemma":0.00021483713,"threshold_uncertainty_score":0.998343},"labels":[],"label_agreement":null},{"id":"W2901121652","doi":"10.2196/12281","title":"Technology-Supported Self-Guided Nutrition and Physical Activity Interventions for Adults With Cancer: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Physical activity; Cancer; Gerontology; Medicine; Psychology; Nursing; Physical therapy","score_opus":0.09531232044832191,"score_gpt":0.46129736513875996,"score_spread":0.365985044690438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901121652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009600586,0.9816054,0.000029739078,0.0013113354,0.00015858027,0.015383783,0.00034743958,0.00018134905,0.000022327531],"genre_scores_gemma":[0.0007167133,0.9860443,0.000115445,0.00031648856,0.00034923558,0.012055483,0.00023336946,0.00006187175,0.00010709024],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976764,0.00018483694,0.00075573445,0.00067234,0.00022807228,0.00048265856],"domain_scores_gemma":[0.9977028,0.00012584247,0.00095196086,0.0004885193,0.000283375,0.0004475197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045385174,0.0004513444,0.003777297,0.00028918032,0.00020955509,0.00001881855,0.00009911444,0.00031149032,0.000008377208],"category_scores_gemma":[0.000059357233,0.0003073616,0.0003684768,0.0005860508,0.00011804717,0.00006519158,0.000039687464,0.000483482,0.0000030459812],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006143938,0.00031275186,0.0000056568106,0.88828456,0.00014021074,0.0000030479162,0.00016591244,2.1599979e-10,1.1643423e-8,0.000041202427,0.001769705,0.10921547],"study_design_scores_gemma":[0.0011146751,0.0012920536,0.000015436404,0.89043266,0.009212456,0.00027247838,0.00011629897,0.000009496521,2.1240415e-7,0.000015778189,0.09727513,0.00024333068],"about_ca_topic_score_codex":0.00016764799,"about_ca_topic_score_gemma":0.00041521032,"teacher_disagreement_score":0.10897214,"about_ca_system_score_codex":0.00035687562,"about_ca_system_score_gemma":0.0010993878,"threshold_uncertainty_score":0.99993783},"labels":[],"label_agreement":null},{"id":"W2901182616","doi":"10.2196/12070","title":"Impact of Personal Health Records and Wearables on Health Outcomes and Patient Response: Three-Arm Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Ministry of Trade, Industry and Energy; Seoul National University Bundang Hospital","keywords":"Medicine; mHealth; Randomized controlled trial; Physical therapy; Medical record; Digital health; Health care; Psychological intervention; Internal medicine; Nursing","score_opus":0.06493259914277338,"score_gpt":0.476728901870152,"score_spread":0.4117963027273786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901182616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91317284,0.00792619,0.00010169015,0.043799482,0.0009491191,0.03311432,0.0002911858,0.00016053418,0.00048463693],"genre_scores_gemma":[0.95091414,0.01692848,0.00073743955,0.018800557,0.00056442065,0.011640182,0.000044291355,0.00009474031,0.00027577003],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9849467,0.006315391,0.004339943,0.0012050893,0.00077052333,0.0024222988],"domain_scores_gemma":[0.9846912,0.007031162,0.003604909,0.0007119542,0.00043754905,0.0035232252],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01244934,0.00075206783,0.0048392676,0.00073339016,0.0034602329,0.000030810555,0.0001877169,0.00046087726,0.00022324793],"category_scores_gemma":[0.0014645671,0.0005264841,0.0003546587,0.00051051617,0.0009121402,0.00015288181,0.0001431431,0.0013583447,0.000027988697],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8899006,0.000664017,0.012362862,0.0025242104,0.00010624781,8.048901e-7,0.006719024,3.2073112e-7,0.0000013490352,0.0035885687,0.009083282,0.07504868],"study_design_scores_gemma":[0.8178003,0.021856382,0.14848933,0.00079434225,0.000077597244,0.000014223269,0.0013303002,0.000588768,2.8246617e-7,0.0015194284,0.007123671,0.00040537008],"about_ca_topic_score_codex":0.008374719,"about_ca_topic_score_gemma":0.0017008916,"teacher_disagreement_score":0.13612646,"about_ca_system_score_codex":0.0008052358,"about_ca_system_score_gemma":0.010539131,"threshold_uncertainty_score":0.99971867},"labels":[],"label_agreement":null},{"id":"W2901375199","doi":"10.2196/11041","title":"Using Passive Smartphone Sensing for Improved Risk Stratification of Patients With Depression and Diabetes: Cross-Sectional Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Canberra; Public Health Foundation of India","keywords":"Observational study; Medicine; Depression (economics); Patient Health Questionnaire; mHealth; Comorbidity; Glycemic; Cross-sectional study; Diabetes management; Diabetes mellitus; Clinical psychology; Psychiatry; Anxiety; Depressive symptoms; Type 2 diabetes; Psychological intervention; Internal medicine","score_opus":0.146274118595688,"score_gpt":0.46368721078754954,"score_spread":0.31741309219186153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901375199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99570894,0.000059869217,0.0011093826,0.00007216467,0.000502477,0.0019865583,0.00048816786,0.000024700155,0.000047737143],"genre_scores_gemma":[0.99688584,0.0000015354933,0.0025350014,0.00014083505,0.00014056078,0.000094296745,0.00014146006,0.000022157674,0.000038323586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982493,0.00013229245,0.0006510804,0.00044141038,0.00016645294,0.00035945795],"domain_scores_gemma":[0.9983265,0.00017786928,0.0006748803,0.00019361197,0.00040014327,0.00022701845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041139373,0.00014776152,0.00022627875,0.00010866428,0.0005350021,0.000041426658,0.000049317256,0.000087111264,0.0000155074],"category_scores_gemma":[0.00004663883,0.0001282679,0.000027243923,0.00015523015,0.00018488326,0.0002091067,0.00002736338,0.00013029567,0.00000149655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000855478,0.00078198983,0.97723997,0.0003183787,0.00002955747,7.4439434e-8,0.00055227743,8.5690704e-7,0.000016259039,0.00017579166,0.0000407122,0.019988641],"study_design_scores_gemma":[0.0027006958,0.003251696,0.9920403,0.00006085868,0.000031667834,0.0000011487977,0.00023414251,0.0009319363,0.000029536928,0.000589138,0.000026699458,0.00010221175],"about_ca_topic_score_codex":0.00032033355,"about_ca_topic_score_gemma":0.00023601178,"teacher_disagreement_score":0.019886428,"about_ca_system_score_codex":0.00009710611,"about_ca_system_score_gemma":0.0001439249,"threshold_uncertainty_score":0.52306134},"labels":[],"label_agreement":null},{"id":"W2901403078","doi":"10.2196/12237","title":"App Features for Type 1 Diabetes Support and Patient Empowerment: Systematic Literature Review and Benchmark Comparison","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Self-management; Personalization; Empowerment; Population; Psychological intervention; mHealth; Diabetes management; Systematic review; Computer science; Medicine; Applied psychology; MEDLINE; Psychology; Type 2 diabetes; World Wide Web; Nursing; Diabetes mellitus; Artificial intelligence","score_opus":0.08912960068473565,"score_gpt":0.4951757376505229,"score_spread":0.4060461369657873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901403078","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004174786,0.9538523,0.000003725398,0.0017468544,0.00092452695,0.04193944,0.0009191785,0.00015197735,0.0004202461],"genre_scores_gemma":[0.000035236666,0.94460917,0.00045976476,0.013836232,0.0005729881,0.03813897,0.0016422177,0.00013809008,0.0005673395],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905146,0.0016345981,0.0039129485,0.0014727915,0.0003972113,0.0020678546],"domain_scores_gemma":[0.9909997,0.0018922624,0.0031525611,0.0010148477,0.0005236939,0.002416946],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027273218,0.0010314062,0.0055831233,0.00042387686,0.0023646192,0.000064173815,0.00029444165,0.0012214252,0.00005714928],"category_scores_gemma":[0.0004452812,0.00076216116,0.00020245055,0.0007821656,0.00020803117,0.00013855132,0.00024041468,0.001929811,0.000054426753],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023513488,0.000064912565,0.00007162609,0.73075116,0.000040350722,7.3049324e-7,0.00071308046,1.7109009e-9,6.758742e-9,0.0008048004,0.1381679,0.1293619],"study_design_scores_gemma":[0.000413228,0.0008266659,0.000115534815,0.2878622,0.0013598962,0.000028391787,0.00013106536,0.00000311297,8.27065e-9,0.00007655743,0.70881337,0.00036997467],"about_ca_topic_score_codex":0.000023826351,"about_ca_topic_score_gemma":0.00005500826,"teacher_disagreement_score":0.57064545,"about_ca_system_score_codex":0.00034812654,"about_ca_system_score_gemma":0.0027293013,"threshold_uncertainty_score":0.9994829},"labels":[],"label_agreement":null},{"id":"W2901457770","doi":"10.2196/11312","title":"Mobile-Based Interventions for Dietary Behavior Change and Health Outcomes: Scoping Review","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; PsycINFO; mHealth; Behavior change methods; Behavior change; Digital health; MEDLINE; Intervention (counseling); Medicine; Applied psychology; Psychology; Health care; Nursing; Social psychology","score_opus":0.43757039448837776,"score_gpt":0.598348407673155,"score_spread":0.16077801318477725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901457770","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057694484,0.5508475,0.005348311,0.11687732,0.004193573,0.26094216,0.0017456157,0.0014511424,0.0008999073],"genre_scores_gemma":[0.12066601,0.22686061,0.0074248854,0.20459035,0.0017505443,0.4374325,0.000643966,0.00017411743,0.0004570253],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99325776,0.00068187044,0.002583376,0.0010421451,0.0003343976,0.002100441],"domain_scores_gemma":[0.99427056,0.00067652843,0.0013707239,0.00081738277,0.0004238981,0.0024409103],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040841857,0.00048241235,0.001453892,0.00036296478,0.004035026,0.000018634004,0.00024304124,0.00031397335,0.00019927694],"category_scores_gemma":[0.0001657673,0.00043270478,0.00021154214,0.00049185095,0.00029132716,0.00021509698,0.00013205246,0.0008008363,0.000081360486],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016535282,0.00059164496,0.07560939,0.48725122,0.000016443637,0.0000011308803,0.0014900258,5.5176322e-8,0.000001152262,0.002318396,0.027557738,0.40499744],"study_design_scores_gemma":[0.0087188585,0.008742857,0.6111421,0.21074848,0.00047256306,0.000020479984,0.0011786362,0.00030324206,0.0000014957814,0.0005669301,0.15694007,0.0011642555],"about_ca_topic_score_codex":0.0010818172,"about_ca_topic_score_gemma":0.0027150987,"teacher_disagreement_score":0.5355327,"about_ca_system_score_codex":0.00039494343,"about_ca_system_score_gemma":0.003265172,"threshold_uncertainty_score":0.9998125},"labels":[],"label_agreement":null},{"id":"W2901490785","doi":"10.2196/mhealth.9832","title":"The Use of Wearable Activity Trackers Among Older Adults: Focus Group Study of Tracker Perceptions, Motivators, and Barriers in the Maintenance Stage of Behavior Change","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Focus group; Perception; Wearable computer; Wearable technology; Psychology; Behavior change; Gerontology; Applied psychology; Medicine; Physical medicine and rehabilitation; Physical activity; Social psychology; Computer science; Marketing; Business","score_opus":0.07971317126498036,"score_gpt":0.36723565824184573,"score_spread":0.2875224869768654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901490785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953827,0.00020425125,0.0000063851526,0.0009883464,0.00004559615,0.0032701085,0.000078651174,0.000009908977,0.000014029913],"genre_scores_gemma":[0.99809784,0.0012280864,0.000034363562,0.00022633086,0.000075120464,0.00029343003,0.0000025668553,0.000015352687,0.000026888929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799377,0.00040086458,0.00049789855,0.00030270268,0.00035259713,0.0004521642],"domain_scores_gemma":[0.9984759,0.0003273926,0.00039890816,0.00037425637,0.00010647984,0.0003170653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008860894,0.00016728944,0.0005664714,0.00009927421,0.00028979444,0.000010235355,0.00009790568,0.00009938886,0.00001325144],"category_scores_gemma":[0.00008650899,0.00010025175,0.00004511504,0.00033803604,0.00061743765,0.0002864376,0.000031657168,0.0004517335,2.9828277e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026401288,0.0057544503,0.86224246,0.0029013385,0.00002578152,0.000005375945,0.055193044,1.50164e-7,0.00018343284,0.00021836806,0.00024350893,0.070591934],"study_design_scores_gemma":[0.0023917365,0.004299788,0.9749201,0.0003566087,0.00005597421,0.0000037702678,0.017623972,0.00009962903,0.000041266067,0.000014351698,0.00012051546,0.0000723227],"about_ca_topic_score_codex":0.010027343,"about_ca_topic_score_gemma":0.0069794306,"teacher_disagreement_score":0.11267758,"about_ca_system_score_codex":0.000067520356,"about_ca_system_score_gemma":0.0001790751,"threshold_uncertainty_score":0.996565},"labels":[],"label_agreement":null},{"id":"W2901549173","doi":"10.2196/11176","title":"Providing a Smart Healthy Diet for the Low-Income Population: Qualitative Study on the Usage and Perception of a Designed Cooking App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perception; Qualitative research; Gerontology; Low income; Population; Internet privacy; Psychology; Applied psychology; Computer science; Medicine; Environmental health; Sociology; Socioeconomics","score_opus":0.29705613710600454,"score_gpt":0.5410150793379195,"score_spread":0.24395894223191494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901549173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726554,0.00022849013,0.000493169,0.016666107,0.0005001623,0.00904428,0.00010589723,0.00007556633,0.00023092901],"genre_scores_gemma":[0.9922948,0.00019432165,0.00027502255,0.005147752,0.0006172698,0.0013319631,0.000025130448,0.000032159936,0.00008158148],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99479836,0.002329298,0.0011623122,0.0004898111,0.00040031804,0.0008199073],"domain_scores_gemma":[0.9936764,0.004404197,0.00082473556,0.00044069267,0.00030666354,0.00034727366],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0062511275,0.00025444053,0.0005047968,0.00017528921,0.006606621,0.000025372214,0.0001908103,0.00019524539,0.000059929527],"category_scores_gemma":[0.00043556624,0.00016118007,0.000056016215,0.00037793882,0.000279825,0.00015514626,0.000099372235,0.0006792897,0.000014505669],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008384722,0.0006264064,0.111779325,0.00706184,0.0000669213,6.4740345e-7,0.8148962,0.0000026136938,0.000012451353,0.04962996,0.0030450386,0.0044938372],"study_design_scores_gemma":[0.002735738,0.009661775,0.6704127,0.00059771736,0.00009862757,0.0000014817854,0.31054702,0.0012867321,6.6002286e-7,0.00275053,0.0016804719,0.00022653292],"about_ca_topic_score_codex":0.003004984,"about_ca_topic_score_gemma":0.0024921116,"teacher_disagreement_score":0.5586334,"about_ca_system_score_codex":0.00025184793,"about_ca_system_score_gemma":0.0005114724,"threshold_uncertainty_score":0.99468666},"labels":[],"label_agreement":null},{"id":"W2901651213","doi":"10.2196/11463","title":"EVIDENT Smartphone App, a New Method for the Dietary Record: Comparison With a Food Frequency Questionnaire","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación","keywords":"Smartphone app; Smartphone application; Food frequency questionnaire; Mobile apps; Computer science; Internet privacy; Medicine; Environmental health; World Wide Web; Multimedia","score_opus":0.09751274768578017,"score_gpt":0.42945644056807525,"score_spread":0.3319436928822951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901651213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41565627,0.12700601,0.10371097,0.33725443,0.0020313049,0.01161561,0.00019822721,0.0005071831,0.002019992],"genre_scores_gemma":[0.90405744,0.004360943,0.07460022,0.012739182,0.0031665228,0.000551961,0.000047360303,0.000043397322,0.00043299576],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99850285,0.00006583993,0.0003862559,0.00034290773,0.00024326352,0.00045886595],"domain_scores_gemma":[0.99864644,0.00024765095,0.0001711921,0.00023911198,0.00019007144,0.0005055575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046923163,0.00018336298,0.0004395942,0.000052794643,0.0006753643,0.00001836609,0.00006713625,0.000073096686,0.000032162134],"category_scores_gemma":[0.00006308782,0.00010866016,0.00006335741,0.00020480972,0.00012193526,0.000050671373,0.0000272154,0.00021535804,0.000010726646],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009033109,0.0010457585,0.14521444,0.0061158696,0.0003544928,0.0000071397594,0.0033240246,9.1774723e-7,0.00003101343,0.0051919585,0.5228379,0.3068434],"study_design_scores_gemma":[0.0076015727,0.025648717,0.8352471,0.0011917005,0.00054665894,0.00013638329,0.001387766,0.00075735105,0.000021774207,0.006012992,0.12111024,0.00033773162],"about_ca_topic_score_codex":0.0027157506,"about_ca_topic_score_gemma":0.0032678829,"teacher_disagreement_score":0.69003266,"about_ca_system_score_codex":0.00011025034,"about_ca_system_score_gemma":0.0004903484,"threshold_uncertainty_score":0.51944244},"labels":[],"label_agreement":null},{"id":"W2901687371","doi":"10.2196/11606","title":"The Current State of Mobile Phone Apps for Monitoring Heart Rate, Heart Rate Variability, and Atrial Fibrillation: Narrative Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":165,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Mobile phone; Atrial fibrillation; Checklist; Medicine; Phone; Mobile device; Narrative review; Computer science; Cardiology; Intensive care medicine; Psychology; Telecommunications; World Wide Web","score_opus":0.06653775774073366,"score_gpt":0.4022831307164938,"score_spread":0.3357453729757601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901687371","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012224228,0.9890868,0.00010110924,0.000088311244,0.0030157324,0.0061872844,0.0001823024,0.00009963583,0.000016375232],"genre_scores_gemma":[0.00055222353,0.9949812,0.00036683833,0.0000132928535,0.0032630675,0.00066348724,0.00004399018,0.00009832179,0.00001752482],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99592453,0.0007561546,0.0016643874,0.0006210892,0.00025138663,0.0007824725],"domain_scores_gemma":[0.9960973,0.0021242993,0.00055272836,0.00052050274,0.00023807741,0.00046704718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037424755,0.00060446037,0.0022142436,0.00012210569,0.00052920275,0.00007512899,0.00017841862,0.0001469977,0.0000025731067],"category_scores_gemma":[0.00025430295,0.00045454974,0.0003383438,0.00047724482,0.00016961001,0.00016300529,0.000107149135,0.00058207,0.0000073982587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003494885,0.0000065644826,0.000047842314,0.23652816,0.000059584552,2.248481e-7,0.0002463071,0.000015538515,0.000003386128,0.000007991177,0.0017038034,0.7613456],"study_design_scores_gemma":[0.0004110932,0.00035289963,0.00013580355,0.03357978,0.0002703485,0.000012709418,0.000020339688,0.000033050546,0.000010265969,0.00025624738,0.9645082,0.00040930064],"about_ca_topic_score_codex":0.000014465623,"about_ca_topic_score_gemma":0.000004603269,"teacher_disagreement_score":0.9628044,"about_ca_system_score_codex":0.00031237796,"about_ca_system_score_gemma":0.00070717576,"threshold_uncertainty_score":0.9997906},"labels":[],"label_agreement":null},{"id":"W2901843597","doi":"10.2196/12264","title":"Using Twitter to Detect Psychological Characteristics of Self-Identified Persons With Autism Spectrum Disorder: A Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Human Genome Research Institute; Weatherhead Center for International Affairs, Harvard University; National Institutes of Health; Robert Wood Johnson Foundation","keywords":"Autism spectrum disorder; Psychology; Clinical psychology; Autism; Social media; Psychiatry; Computer science; World Wide Web","score_opus":0.14382681090600125,"score_gpt":0.4423204645005266,"score_spread":0.29849365359452534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901843597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906574,0.00002857966,0.0009829939,0.0050865575,0.00015974244,0.0027043277,0.000041729225,0.0001373018,0.00020140117],"genre_scores_gemma":[0.9978962,0.000040062507,0.0008883917,0.0009156191,0.000087245135,0.00006902139,0.0000012894235,0.000039895844,0.00006228503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959547,0.0005875825,0.0005872227,0.001128569,0.00065893924,0.001083024],"domain_scores_gemma":[0.99815834,0.00013855925,0.0002719714,0.00072745886,0.000021249458,0.000682433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076885096,0.00029532565,0.00054214854,0.00028140954,0.00065223017,0.000077621524,0.0003685755,0.0001045936,0.00010471022],"category_scores_gemma":[0.00010753337,0.0002344365,0.000046524827,0.00091546756,0.0003759134,0.00012782917,0.00018681619,0.0004731182,0.000036963564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005174756,0.008112283,0.93641734,0.0015372405,0.00003901876,0.00014020014,0.031898666,0.000001453231,0.00555225,0.003153434,0.00038236164,0.0075909984],"study_design_scores_gemma":[0.0016170497,0.007484415,0.98828673,0.000037317266,0.00003302226,0.000074317,0.0004235279,0.00036101748,0.00028628483,0.0010097809,0.00011641028,0.00027015054],"about_ca_topic_score_codex":0.0005042177,"about_ca_topic_score_gemma":0.00051433407,"teacher_disagreement_score":0.05186937,"about_ca_system_score_codex":0.00017313776,"about_ca_system_score_gemma":0.0002941974,"threshold_uncertainty_score":0.9560043},"labels":[],"label_agreement":null},{"id":"W2902061323","doi":"10.2196/10523","title":"Feasibility of Using a Commercial Fitness Tracker as an Adjunct to Family-Based Weight Management Treatment: Pilot Randomized Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; Nemours Foundation","keywords":"Activity tracker; Dyad; Randomized controlled trial; Physical fitness; Weight management; Physical therapy; Medicine; Psychology; Weight loss; Physical activity; Obesity; Developmental psychology; Surgery","score_opus":0.19466168218806804,"score_gpt":0.5104933345635578,"score_spread":0.3158316523754898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902061323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95599777,0.00030282515,0.0018271691,0.003206753,0.0014071461,0.03403611,0.00021190601,0.00016718349,0.0028431206],"genre_scores_gemma":[0.9645517,0.00070476887,0.004867988,0.013655652,0.0015950493,0.014115613,0.00015337525,0.00008397683,0.00027187137],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9906308,0.0030550705,0.0027237933,0.0011510197,0.00058945565,0.0018498732],"domain_scores_gemma":[0.99336696,0.0009919722,0.0011401036,0.0012648735,0.0004871351,0.0027489348],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004523479,0.0005593565,0.0019017442,0.00052287895,0.0023977582,0.000016709897,0.00033518116,0.00035510838,0.00033555974],"category_scores_gemma":[0.00015813751,0.00045677167,0.0001725299,0.00085802923,0.00046833997,0.00016360283,0.00009219903,0.00055902847,0.00014650071],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93298334,0.0029330747,0.005929187,0.0050277207,0.000044556953,0.0000041087665,0.0030005926,0.0000045359775,0.000022268508,0.013879444,0.0019206177,0.034250583],"study_design_scores_gemma":[0.92429966,0.00903826,0.03634051,0.00047250075,0.00039926308,0.0000039645674,0.0010985206,0.0013186495,0.000015697111,0.0019895607,0.024469722,0.0005537118],"about_ca_topic_score_codex":0.004621698,"about_ca_topic_score_gemma":0.0015955742,"teacher_disagreement_score":0.03369687,"about_ca_system_score_codex":0.0009005777,"about_ca_system_score_gemma":0.0040382217,"threshold_uncertainty_score":0.9997884},"labels":[],"label_agreement":null},{"id":"W2902525495","doi":"10.2196/mhealth.8127","title":"The Perceived Benefits of an Artificial Intelligence–Embedded Mobile App Implementing Evidence-Based Guidelines for the Self-Management of Chronic Neck and Back Pain: Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Interquartile range; Psychological intervention; mHealth; Mobile apps; Neck pain; Observational study; Physical medicine and rehabilitation; Alternative medicine; Computer science; Nursing; Surgery","score_opus":0.2077186933000587,"score_gpt":0.46332558277393676,"score_spread":0.25560688947387805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902525495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877799,0.001890012,0.0006501004,0.0047826204,0.00013071069,0.0047262167,0.000009908555,0.000018549255,0.0000119591],"genre_scores_gemma":[0.9932831,0.000925256,0.004351298,0.0005853538,0.00039796843,0.0003938648,0.000019378323,0.000013049738,0.000030738305],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99799967,0.0002203893,0.00087299774,0.00027731713,0.00031380486,0.00031580156],"domain_scores_gemma":[0.9975814,0.0009986833,0.00032600772,0.0003054642,0.0006502466,0.00013816582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043704542,0.00013231445,0.00026193398,0.000052897423,0.00049813103,0.00001761465,0.00010205917,0.00004420035,0.000024536623],"category_scores_gemma":[0.00021365634,0.000074957505,0.000056176952,0.00019897812,0.00018205798,0.00007617192,0.000035075558,0.00008363311,8.855083e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016145187,0.00135166,0.017081551,0.02205411,0.00017298847,2.1059583e-7,0.008355464,0.0002266538,0.00032781126,0.003377856,0.0010586244,0.94437855],"study_design_scores_gemma":[0.0015440382,0.016327148,0.80803823,0.0011872451,0.0002201653,8.5587084e-7,0.02716191,0.14308716,0.000087304164,0.00048706733,0.0016976345,0.00016126846],"about_ca_topic_score_codex":0.00012336693,"about_ca_topic_score_gemma":0.00028238448,"teacher_disagreement_score":0.94421726,"about_ca_system_score_codex":0.00005993626,"about_ca_system_score_gemma":0.00036132883,"threshold_uncertainty_score":0.38312715},"labels":[],"label_agreement":null},{"id":"W2902794962","doi":"10.2196/mhealth.9854","title":"A Mobile Technology Intervention With Ultraviolet Radiation Dosimeters and Smartphone Apps for Skin Cancer Prevention in Young Adults: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council Queensland; National Health and Medical Research Council; Medical Research Council","keywords":"Context (archaeology); Medicine; Randomized controlled trial; Health promotion; Psychological intervention; Skin cancer; Intervention (counseling); Public health; Health communication; mHealth; Health care; Internet privacy; Cancer; Environmental health; Psychology; Nursing; Computer science; Surgery; Political science","score_opus":0.013017210993387054,"score_gpt":0.35597778610343006,"score_spread":0.342960575110043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902794962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97970396,0.0019524203,0.0028585906,0.0008547151,0.00031805004,0.014202644,0.0000057509196,0.00006028347,0.000043566935],"genre_scores_gemma":[0.9872298,0.0015045946,0.00056008017,0.00022325545,0.0002397552,0.010046546,0.000025437132,0.000016744518,0.00015374973],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99847287,0.00018412563,0.0006146581,0.00032103682,0.000118608135,0.00028870738],"domain_scores_gemma":[0.99918824,0.000103938066,0.00037273578,0.00010422092,0.000093889146,0.00013697377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011982404,0.00014764261,0.0008372507,0.00040571386,0.00013478886,0.000016658258,0.000025352816,0.00013740327,0.000017491759],"category_scores_gemma":[0.00012670526,0.00010616158,0.000084244704,0.00026150534,0.00014168832,0.00007554909,0.000007881877,0.00018446728,6.890827e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8757253,0.00021371509,0.0016811512,0.0006466626,0.000045834433,5.9371166e-7,0.0009878589,4.0747435e-7,0.00004329438,0.000057090667,0.000044894263,0.12055316],"study_design_scores_gemma":[0.98799616,0.0047667483,0.0029871827,0.0008566583,0.00017445793,0.000028435174,0.0006893247,0.0018431395,0.00017243628,0.00023208703,0.00014954398,0.00010382394],"about_ca_topic_score_codex":0.0005193186,"about_ca_topic_score_gemma":0.00058788806,"teacher_disagreement_score":0.120449334,"about_ca_system_score_codex":0.00012098832,"about_ca_system_score_gemma":0.00015549436,"threshold_uncertainty_score":0.43291435},"labels":[],"label_agreement":null},{"id":"W2903590035","doi":"10.2196/10465","title":"User Preferences and Persona Design for an mHealth Intervention to Support Adherence to Cardiovascular Disease Medication in Singapore: A Multi-Method Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Persona Design and Applications","field":"Computer Science","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Singapore Population Health Improvement Centre; National University Health System","keywords":"mHealth; Persona; Intervention (counseling); Medication adherence; Medicine; eHealth; Disease; Psychology; Internet privacy; Family medicine; World Wide Web; Health care; Computer science; Psychological intervention; Nursing; Human–computer interaction; Internal medicine","score_opus":0.205612716650165,"score_gpt":0.45387037921110507,"score_spread":0.24825766256094006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903590035","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35512745,0.00021873199,0.6408139,0.0007692488,0.00008547677,0.0029026545,0.00001531323,0.000061836174,0.0000054214247],"genre_scores_gemma":[0.81764156,0.000060189523,0.17971915,0.0010036369,0.000094004936,0.0014235686,0.000010830048,0.000012121068,0.000034915276],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971491,0.00056052883,0.00046311924,0.0009737916,0.00033065377,0.00052282173],"domain_scores_gemma":[0.99774027,0.00011120488,0.00012538751,0.0005911683,0.00013968807,0.001292289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033264316,0.00019541531,0.00033384943,0.00025969482,0.00038414187,0.000116385505,0.0004061686,0.0000626481,0.0000032605712],"category_scores_gemma":[0.000095562704,0.00018175338,0.000049736896,0.00052318646,0.000049468024,0.00035311867,0.00010072658,0.00013146209,0.000008579966],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034271777,0.0013131243,0.008603745,0.00056791946,0.000027177713,0.0000026261764,0.028615376,0.000023376848,0.000040342344,0.0018780531,0.0009481268,0.9576374],"study_design_scores_gemma":[0.0046878075,0.023139315,0.8608011,0.0002364924,0.000121929,0.000015480588,0.003992617,0.100036226,0.000031468975,0.0016133246,0.004618194,0.00070606754],"about_ca_topic_score_codex":0.0012611847,"about_ca_topic_score_gemma":0.0008983517,"teacher_disagreement_score":0.95693135,"about_ca_system_score_codex":0.00011256313,"about_ca_system_score_gemma":0.0005163613,"threshold_uncertainty_score":0.74116874},"labels":[],"label_agreement":null},{"id":"W2903837644","doi":"10.2196/mhealth.9869","title":"Development and Evaluation of a Mobile Decision Support System for Hypertension Management in the Primary Care Setting in Brazil: Mixed-Methods Field Study on Usability, Feasibility, and Utility","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Financiadora de Estudos e Projetos; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Usability; Decision support system; Primary care; Medicine; mHealth; Computer science; Process management; Nursing; Psychological intervention; Human–computer interaction; Engineering; Family medicine; Data mining","score_opus":0.1646243399857358,"score_gpt":0.5403570949514497,"score_spread":0.3757327549657139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903837644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97106004,0.00093270274,0.00032829784,0.0005790523,0.00028567194,0.0260242,0.00002609281,0.000032494543,0.0007314358],"genre_scores_gemma":[0.9712202,0.00026643742,0.012079124,0.0019337627,0.00008156089,0.014354141,0.000041004936,0.000019400983,0.0000043598934],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99325806,0.0026092336,0.0018741885,0.00087823713,0.0005880017,0.0007923088],"domain_scores_gemma":[0.9956967,0.00237888,0.00050636235,0.0006516122,0.00039386156,0.0003725828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022669038,0.00025166577,0.0006269978,0.00030218932,0.0011034678,0.000012281905,0.00016729432,0.00023083022,0.000007436375],"category_scores_gemma":[0.00027808634,0.00019131064,0.000027434366,0.00040866752,0.00009954533,0.00008136002,0.0001929624,0.0005086282,0.0000023279326],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006883708,0.0005225454,0.17883447,0.013595071,0.0000042709835,7.4499866e-7,0.017400693,7.658961e-7,0.000002700633,0.00031275587,0.0003220035,0.7883156],"study_design_scores_gemma":[0.00467261,0.0014266367,0.9314494,0.000599654,0.00004932785,0.0000038444728,0.057508003,0.0007583451,0.000006332788,0.0003498185,0.003047041,0.00012896795],"about_ca_topic_score_codex":0.0004124523,"about_ca_topic_score_gemma":0.0033164767,"teacher_disagreement_score":0.78818667,"about_ca_system_score_codex":0.0007718633,"about_ca_system_score_gemma":0.0014098131,"threshold_uncertainty_score":0.84870934},"labels":[],"label_agreement":null},{"id":"W2903921973","doi":"10.2196/11075","title":"Physical Activity Trend eXtraction: A Framework for Extracting Moderate-Vigorous Physical Activity Trends From Wearable Fitness Tracker Data","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Activity tracker; Wearable computer; Physical activity; Psychology; Wearable technology; Data extraction; Notice; Applied psychology; Computer science; Medicine; MEDLINE; Physical medicine and rehabilitation","score_opus":0.1878682507405855,"score_gpt":0.47722900891808767,"score_spread":0.2893607581775022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903921973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798487,0.00013289732,0.007957584,0.008961835,0.00044811468,0.0009383857,0.00082791207,0.0002495521,0.00063503673],"genre_scores_gemma":[0.9875974,0.00016282986,0.0028873754,0.0006858439,0.007883945,0.00018110835,0.00021592007,0.00008953318,0.00029606273],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957475,0.00026910735,0.00036364363,0.0015951424,0.0006297077,0.001394881],"domain_scores_gemma":[0.99518776,0.0015723229,0.0005080694,0.001287126,0.00013060909,0.001314123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051317737,0.0005680051,0.0015080144,0.00016612554,0.0012228276,0.00011294135,0.00028858843,0.00038794303,0.000060748425],"category_scores_gemma":[0.00018113737,0.00050259015,0.0001846516,0.0005703181,0.0003450608,0.0012576727,0.00015511761,0.0017338318,0.000031868927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01208074,0.015906502,0.0005547806,0.0018400793,0.00014418692,0.000020009813,0.0036088498,0.000003363891,0.003038754,0.0017188916,0.0024537644,0.9586301],"study_design_scores_gemma":[0.014650512,0.013654218,0.5141981,0.0015739249,0.0018122374,0.00021210272,0.001073951,0.3954757,0.010651966,0.028096896,0.016081313,0.0025190602],"about_ca_topic_score_codex":0.0012173045,"about_ca_topic_score_gemma":0.00036729514,"teacher_disagreement_score":0.956111,"about_ca_system_score_codex":0.00030120742,"about_ca_system_score_gemma":0.00079234137,"threshold_uncertainty_score":0.99974257},"labels":[],"label_agreement":null},{"id":"W2904005365","doi":"10.2196/11443","title":"Can Brief, Daily Training Using a Mobile App Help Change Maladaptive Beliefs? Crossover Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitat de València","keywords":"Randomized controlled trial; Crossover study; Crossover; Mobile apps; Psychology; mHealth; Training (meteorology); Computer science; Physical therapy; Physical medicine and rehabilitation; Medicine; Psychological intervention; Artificial intelligence; World Wide Web; Alternative medicine; Psychiatry; Geography; Placebo","score_opus":0.0666927880242811,"score_gpt":0.3950290669968757,"score_spread":0.3283362789725946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904005365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688483,0.0033480588,0.00030573437,0.0019517774,0.0030717747,0.015506469,0.00009339476,0.0001964359,0.0066780457],"genre_scores_gemma":[0.9864534,0.00019722372,0.00033993935,0.0051152846,0.0032149223,0.0038020604,0.000029572851,0.000096983626,0.00075058045],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99416286,0.0014181164,0.0013149799,0.0010170771,0.00043565012,0.0016513162],"domain_scores_gemma":[0.9966077,0.0008070394,0.0010930253,0.00051830773,0.00019039573,0.0007835016],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019948324,0.0005541899,0.0026400194,0.0003625982,0.00085208844,0.00010179812,0.0002545221,0.0003485234,0.0011756677],"category_scores_gemma":[0.00019077038,0.00047297563,0.0003549968,0.0004450274,0.0009059828,0.00018199523,0.00007605335,0.0005788343,0.00007157022],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9364502,0.0004028493,0.00029845472,0.0001518929,0.00023399723,0.000019505394,0.045339186,0.000001160914,0.000007731073,0.0065501533,0.00060432416,0.00994056],"study_design_scores_gemma":[0.985023,0.0022156276,0.003765468,0.00009150289,0.00023230826,0.000036615613,0.0047887205,0.00068621594,0.0000019991726,0.0009261085,0.0017671726,0.00046522295],"about_ca_topic_score_codex":0.0040486194,"about_ca_topic_score_gemma":0.00071950076,"teacher_disagreement_score":0.048572853,"about_ca_system_score_codex":0.0002401506,"about_ca_system_score_gemma":0.00071501476,"threshold_uncertainty_score":0.9997722},"labels":[],"label_agreement":null},{"id":"W2904020811","doi":"10.2196/11889","title":"Accuracy of Apple Watch Measurements for Heart Rate and Energy Expenditure in Patients With Cardiovascular Disease: Cross-Sectional Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Intraclass correlation; Heart rate; Limits of agreement; Physical therapy; Energy expenditure; Cardiology; Internal medicine; Blood pressure; Nuclear medicine","score_opus":0.04011498667753524,"score_gpt":0.31863736171911194,"score_spread":0.27852237504157673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904020811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972824,0.0010676458,0.00043792315,0.000013625694,0.0002770803,0.00081118115,0.000059940354,0.00003721869,0.000012977325],"genre_scores_gemma":[0.99914795,0.000063472704,0.00018919482,0.000026518515,0.0002547235,0.0002505175,0.00002929873,0.00003350411,0.0000048231286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985774,0.000065646695,0.00032196197,0.00031569556,0.00034191518,0.00037735858],"domain_scores_gemma":[0.9992251,0.00006270227,0.00006002784,0.00023226414,0.00012570161,0.0002942417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004687707,0.00017370436,0.00030195303,0.000083839004,0.00014897746,0.000028872873,0.00006461809,0.000055114582,0.0000028064085],"category_scores_gemma":[0.000026760206,0.00015353106,0.000038208305,0.00013815521,0.000054897795,0.00017006979,0.000026876278,0.00009888001,5.4318446e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033985506,0.0001319689,0.9971286,0.000639424,0.00006396294,5.730849e-7,0.0002466447,0.00017982213,0.00006268981,0.0000063550947,0.000078063786,0.0011220189],"study_design_scores_gemma":[0.0028082428,0.00045270857,0.99543655,0.00004336102,0.000024099058,4.9626925e-7,0.00005029123,0.00006298625,0.00018816338,0.000030735147,0.0007631161,0.00013926778],"about_ca_topic_score_codex":0.00032467252,"about_ca_topic_score_gemma":0.00007823074,"teacher_disagreement_score":0.0024683878,"about_ca_system_score_codex":0.0001110415,"about_ca_system_score_gemma":0.0000850846,"threshold_uncertainty_score":0.6260815},"labels":[],"label_agreement":null},{"id":"W2904206377","doi":"10.2196/11734","title":"RADAR-Base: Open Source Mobile Health Platform for Collecting, Monitoring, and Analyzing Data Using Sensors, Wearables, and Mobile Devices","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":254,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; University College London; King's College London; National Institute for Health and Care Research; Medical Research Council; European Federation of Pharmaceutical Industries and Associations; Maudsley Charity; South London and Maudsley NHS Foundation Trust","keywords":"mHealth; Scalability; Computer science; Software deployment; Wearable computer; Data collection; Mobile device; Wearable technology; Modular design; Embedded system; World Wide Web; Database; Health care; Operating system","score_opus":0.2033862886764795,"score_gpt":0.5021420687067047,"score_spread":0.29875578003022524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904206377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757553,0.016106673,0.00035895937,0.00057679,0.0009586523,0.0050727925,0.0006935603,0.000112367365,0.0003649461],"genre_scores_gemma":[0.98750716,0.00061280146,0.008081465,0.0008202624,0.0006479963,0.00075981405,0.00015182301,0.00009385741,0.0013247974],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996165,0.00020959768,0.0010290681,0.0011495624,0.00020610137,0.0012406801],"domain_scores_gemma":[0.996977,0.00034295957,0.0007182504,0.000757267,0.00010267516,0.0011018823],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021152764,0.0003499574,0.0006956015,0.00025755237,0.0019024076,0.00033410167,0.00044953267,0.00017047106,0.000044862067],"category_scores_gemma":[0.000044116106,0.00035101757,0.000037576,0.000395072,0.00027263386,0.0006723494,0.00059602543,0.00033012562,0.000009251454],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022691665,0.0016821374,0.07620055,0.012995396,0.0002433321,0.000011265209,0.013192312,0.0000074069494,0.000025651123,0.002351631,0.027022334,0.86399883],"study_design_scores_gemma":[0.017393755,0.039616432,0.06604089,0.00548103,0.00041540133,0.0011478104,0.032331508,0.007342229,0.00021083375,0.0019326519,0.82558984,0.0024976234],"about_ca_topic_score_codex":0.008386103,"about_ca_topic_score_gemma":0.0010499633,"teacher_disagreement_score":0.8615012,"about_ca_system_score_codex":0.00028506079,"about_ca_system_score_gemma":0.00058373634,"threshold_uncertainty_score":0.9998942},"labels":[],"label_agreement":null},{"id":"W2904311307","doi":"10.2196/11244","title":"The Comparative Effectiveness of Mobile Phone Interventions in Improving Health Outcomes: Meta-Analytic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Psychological intervention; mHealth; Meta-analysis; Computer science; Medicine; Psychology; Telecommunications; Nursing","score_opus":0.39970208021120457,"score_gpt":0.6075430402769395,"score_spread":0.20784096006573494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904311307","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003336511,0.9584147,0.00009125832,0.0010932817,0.000780911,0.038527336,0.0005172291,0.00010264612,0.0004393178],"genre_scores_gemma":[0.00019756802,0.9065791,0.0001875543,0.0019759932,0.0001941177,0.08994446,0.0003695555,0.000111811525,0.00043984991],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97249293,0.013740366,0.008950964,0.0015339355,0.0007058313,0.0025759432],"domain_scores_gemma":[0.97648925,0.011288957,0.007993819,0.00203067,0.0005486201,0.0016486859],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.024160746,0.0011827421,0.012072663,0.0007172025,0.0027743066,0.000022057533,0.0009274672,0.0006807716,0.00016932453],"category_scores_gemma":[0.00066884677,0.00070249726,0.0018286584,0.0021414151,0.0005131131,0.00015120735,0.0003862399,0.0032888318,0.00024056688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048245784,0.000266622,0.00007381559,0.7397951,0.00043315173,8.148988e-7,0.0003454932,1.7576168e-7,8.267372e-9,0.0017640211,0.0067056753,0.2505669],"study_design_scores_gemma":[0.00095623895,0.0006232607,0.0007728548,0.1086463,0.0044640126,0.000009778411,0.0003516607,0.000008405055,2.2570715e-8,0.0002404534,0.8835171,0.00040993802],"about_ca_topic_score_codex":0.002605598,"about_ca_topic_score_gemma":0.0032500795,"teacher_disagreement_score":0.8768114,"about_ca_system_score_codex":0.0016942241,"about_ca_system_score_gemma":0.012783305,"threshold_uncertainty_score":0.9995426},"labels":[],"label_agreement":null},{"id":"W2904362253","doi":"10.2196/11664","title":"Neighborhood Deprivation and the Effectiveness of Mobile Health Coaching to Improve Periconceptional Nutrition and Lifestyle in Women: Survey in a Large Urban Municipality in the Netherlands","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Achmea","keywords":"Coaching; Pregnancy; mHealth; Health coaching; Environmental health; Medicine; Gerontology; Psychology; Nursing; Psychological intervention","score_opus":0.031016379939603884,"score_gpt":0.3824693070893203,"score_spread":0.35145292714971643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904362253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939709,0.0009775386,0.000059214446,0.0017661289,0.000019975572,0.0031080001,0.000041851723,0.0000042002594,0.000052240357],"genre_scores_gemma":[0.9954386,0.0009120559,0.000041806434,0.0022917797,0.000046709418,0.001200936,0.000058168323,0.0000064037654,0.000003594089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968171,0.0019516186,0.0003572518,0.00023888507,0.00022785206,0.00040730104],"domain_scores_gemma":[0.9985455,0.0009769218,0.00009212122,0.00014319734,0.0000595641,0.000182641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010485901,0.00009374607,0.0003115094,0.00018538898,0.00011228115,0.000017429746,0.000056464665,0.000041479856,0.0000032122973],"category_scores_gemma":[0.00029587562,0.00006168746,0.000010674492,0.00040297172,0.00012760448,0.0000672348,0.000042804157,0.00024081317,3.5623268e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032233496,0.000554756,0.96803546,0.0030998439,0.000006038778,9.804227e-7,0.014143712,0.0000036840877,0.0000221526,0.0036306563,0.000054672684,0.0072247125],"study_design_scores_gemma":[0.006470778,0.0017075952,0.98761076,0.0002143323,0.0000021757508,0.0000018038647,0.0022171726,0.00087357697,0.0000016372511,0.00065662246,0.00019772127,0.00004583547],"about_ca_topic_score_codex":0.0036416727,"about_ca_topic_score_gemma":0.0029927148,"teacher_disagreement_score":0.019575307,"about_ca_system_score_codex":0.0001688038,"about_ca_system_score_gemma":0.00021956887,"threshold_uncertainty_score":0.5505144},"labels":[],"label_agreement":null},{"id":"W2904401539","doi":"10.2196/12041","title":"Variability in Doctors’ Usage Paths of Mobile Electronic Health Records Across Specialties: Comprehensive Analysis of Log Data","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Specialty; Usage data; Mobile phone; Health care; Medicine; Family medicine; Medical record; Workflow; Phone; Medical emergency; Nursing; Computer science; World Wide Web; Database","score_opus":0.1307749018166268,"score_gpt":0.5127851578272508,"score_spread":0.382010256010624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904401539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866419,0.003445412,0.0007898364,0.0010144915,0.0010717703,0.004680364,0.001533354,0.00009108186,0.00073182036],"genre_scores_gemma":[0.98981,0.00618715,0.00043753293,0.0018287778,0.00072358566,0.0003470236,0.0004364746,0.00006208554,0.00016736405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9826018,0.0064728064,0.0050942632,0.0014980391,0.00073468674,0.003598369],"domain_scores_gemma":[0.98911893,0.0032843018,0.0032618223,0.0026305465,0.0006836091,0.001020771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.018145792,0.0005056442,0.003076434,0.00084407744,0.00095741317,0.0000105977415,0.0009403433,0.0005626434,0.00036862917],"category_scores_gemma":[0.0005857007,0.00047577027,0.00015072168,0.003762941,0.0005826469,0.00029897128,0.0005461973,0.0018895043,0.000024087225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015080504,0.0012202609,0.8425641,0.025222953,0.0004518747,0.0000032271137,0.052905988,0.000017071827,0.000052496445,0.003808727,0.005523511,0.06672175],"study_design_scores_gemma":[0.004128759,0.0056944727,0.8836975,0.0010557461,0.0003002911,0.00000605334,0.014314369,0.007976046,0.000011364301,0.000929455,0.081201255,0.00068467186],"about_ca_topic_score_codex":0.04365208,"about_ca_topic_score_gemma":0.09333969,"teacher_disagreement_score":0.07567774,"about_ca_system_score_codex":0.0022273848,"about_ca_system_score_gemma":0.012199803,"threshold_uncertainty_score":0.9997694},"labels":[],"label_agreement":null},{"id":"W2904510852","doi":"10.2196/12637","title":"Perspectives of Nonphysician Clinical Students and Medical Lecturers on Tablet-Based Health Care Practice Support for Medical Education in Zambia, Africa: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; eHealth; Health care; Focus group; Economic shortage; Qualitative research; The Internet; Online and offline; Psychology; Medicine; Nursing; Computer science; Government (linguistics)","score_opus":0.10266659443700629,"score_gpt":0.6147928342883893,"score_spread":0.512126239851383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904510852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9073361,0.0035283018,0.0005619896,0.06263403,0.0013026808,0.021722473,0.00021080273,0.00012989296,0.0025736971],"genre_scores_gemma":[0.95126665,0.0015289531,0.001365022,0.03796562,0.0009968925,0.006572727,0.00012889408,0.00006152733,0.00011368671],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9878937,0.004875334,0.0029305136,0.0012021889,0.0015880251,0.001510231],"domain_scores_gemma":[0.9885623,0.0052086553,0.0015970437,0.00061235606,0.001002191,0.0030174735],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013872855,0.00039186105,0.0012809917,0.00047003542,0.0014660488,0.000014713171,0.00039940255,0.0005851219,0.00012507931],"category_scores_gemma":[0.004067544,0.00035535535,0.00008019272,0.000701116,0.0005698204,0.00014848195,0.00011979419,0.0017710278,0.000022077184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007131154,0.015091486,0.08769217,0.013048886,0.00007463221,0.000006216501,0.6089493,3.9895588e-7,3.525698e-7,0.015582223,0.036757983,0.2156652],"study_design_scores_gemma":[0.013236304,0.017313978,0.15538923,0.0013243409,0.00008555749,0.0000053428867,0.7434095,0.0001603452,4.6410702e-7,0.00044078825,0.06822813,0.00040602114],"about_ca_topic_score_codex":0.0033964773,"about_ca_topic_score_gemma":0.0066357995,"teacher_disagreement_score":0.2152592,"about_ca_system_score_codex":0.0007810157,"about_ca_system_score_gemma":0.039091323,"threshold_uncertainty_score":0.99988985},"labels":[],"label_agreement":null},{"id":"W2904561709","doi":"10.2196/11972","title":"Log2Lose: Development and Lessons Learned From a Mobile Technology Weight Loss Intervention","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Mobile technology; mHealth; Intervention (counseling); Computer science; Weight loss; Psychology; Psychological intervention; Medicine; Mobile device; World Wide Web; Nursing; Obesity","score_opus":0.10327865224076221,"score_gpt":0.48107864182570853,"score_spread":0.3777999895849463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904561709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96556634,0.0053554135,0.001106302,0.021720499,0.0007565684,0.003497994,0.00011393539,0.00044141008,0.0014415223],"genre_scores_gemma":[0.9683259,0.008501175,0.004385445,0.0052038846,0.000961886,0.011388859,0.00017826917,0.000068052395,0.0009865076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99492955,0.0004965647,0.0015552266,0.0010671245,0.00029414185,0.0016573896],"domain_scores_gemma":[0.99644345,0.00038591036,0.00074046606,0.00066944177,0.00030416594,0.0014565618],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001448079,0.00038024408,0.00068596966,0.00047451345,0.0030966208,0.000018026869,0.00025530552,0.0006860041,0.00042434933],"category_scores_gemma":[0.00010905659,0.0003520073,0.00004378527,0.0006546293,0.00048142654,0.00014863494,0.00028201687,0.0012517138,0.0005304433],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003266729,0.0002544707,0.039775018,0.0022699332,0.00001959905,0.0000039044453,0.0035997226,7.949863e-8,0.000029005854,0.01659879,0.0067674513,0.93035537],"study_design_scores_gemma":[0.0027723452,0.00045476266,0.07528784,0.00043002205,0.000038037673,0.000011269586,0.001958333,0.00009269842,0.000051564497,0.0077262167,0.9108718,0.00030509412],"about_ca_topic_score_codex":0.00092622545,"about_ca_topic_score_gemma":0.00141741,"teacher_disagreement_score":0.93005025,"about_ca_system_score_codex":0.00039254455,"about_ca_system_score_gemma":0.0018317387,"threshold_uncertainty_score":0.9998932},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2904576400","doi":"10.2196/mhealth.9865","title":"Assessment of Physical Activity by Wearable Technology During Rehabilitation After Cardiac Surgery: Explorative Prospective Monocentric Observational Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Medicine; Rehabilitation; Body mass index; Prospective cohort study; Cardiac surgery; Artery; Physical therapy; Metabolic equivalent; Internal medicine; Physical activity; Surgery; Cardiology","score_opus":0.03567019680283791,"score_gpt":0.40250360913773237,"score_spread":0.36683341233489447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904576400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99145806,0.0003865103,0.000022055887,0.0021377252,0.00023100567,0.005285545,0.00012397373,0.00008106546,0.0002740475],"genre_scores_gemma":[0.9971403,0.0003932237,0.00028855892,0.0001899318,0.00031096808,0.001556015,0.000032008997,0.000029086901,0.000059929018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971878,0.00035046053,0.00054395024,0.0006549264,0.0005726217,0.00069027545],"domain_scores_gemma":[0.99793243,0.0003452804,0.0003515632,0.00035931548,0.00039584553,0.0006155709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011591393,0.0002478124,0.0010907501,0.00034365407,0.00032428102,0.000009128902,0.000042290303,0.00013512449,0.000013257427],"category_scores_gemma":[0.00012098557,0.000225397,0.000115676536,0.00091075164,0.00024383974,0.00020446783,0.00005210752,0.00043387146,0.0000056283234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011769839,0.001957699,0.988373,0.001894558,0.00003823665,0.0000025271197,0.0015508406,1.2421278e-7,0.00017239094,0.00006167977,0.00042004534,0.004351915],"study_design_scores_gemma":[0.0012146094,0.0033991712,0.99276954,0.00016797568,0.000098100754,0.0000060939165,0.0015982175,0.00009955589,0.00031054832,0.00007947196,0.00011672674,0.00013999149],"about_ca_topic_score_codex":0.0004432165,"about_ca_topic_score_gemma":0.000028032744,"teacher_disagreement_score":0.0056822062,"about_ca_system_score_codex":0.000978111,"about_ca_system_score_gemma":0.0017246127,"threshold_uncertainty_score":0.91914225},"labels":[],"label_agreement":null},{"id":"W2904587264","doi":"10.2196/11568","title":"Development and Long-Term Acceptability of ExPRESS, a Mobile Phone App to Monitor Basic Symptoms and Early Signs of Psychosis Relapse","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Checklist; Psychological intervention; Psychology; mHealth; Mobile phone; Schizophrenia (object-oriented programming); Phone; Mobile apps; Clinical psychology; Psychiatry; Medicine; Computer science; Cognitive psychology; World Wide Web","score_opus":0.04672038054918715,"score_gpt":0.40963796417889903,"score_spread":0.3629175836297119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904587264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509734,0.0015644019,0.000083559156,0.00026785934,0.00057660666,0.0015764027,0.00010331976,0.000043837117,0.0006866834],"genre_scores_gemma":[0.9971943,0.00006227859,0.001520539,0.0002514119,0.000094102674,0.0005872651,0.000007788984,0.00002892791,0.00025338656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997426,0.00013963452,0.0010435045,0.0005900116,0.00022421994,0.00057663023],"domain_scores_gemma":[0.9981573,0.00011252404,0.00038650085,0.00042084086,0.00011123082,0.0008115902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055600994,0.00022934683,0.00051058433,0.00020565047,0.00018524622,0.000022020236,0.00014675781,0.00014597681,0.00019424642],"category_scores_gemma":[0.000018568513,0.00022083358,0.000044817873,0.00027548574,0.0003508524,0.0001507811,0.00012815923,0.00017432409,0.000027939932],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001279565,0.0017677807,0.37134847,0.004750246,0.00005855942,0.0000022121822,0.018024238,5.3266916e-8,0.00015655145,0.000618528,0.0011600074,0.6008338],"study_design_scores_gemma":[0.0012475064,0.0037435067,0.9921139,0.00026243035,0.000022645068,0.000011902903,0.00052471505,9.748483e-7,0.00064598554,0.00011989775,0.001132075,0.00017445977],"about_ca_topic_score_codex":0.000463519,"about_ca_topic_score_gemma":0.000186586,"teacher_disagreement_score":0.62076545,"about_ca_system_score_codex":0.00009325242,"about_ca_system_score_gemma":0.000099965175,"threshold_uncertainty_score":0.9005332},"labels":[],"label_agreement":null},{"id":"W29046266","doi":"10.2196/mhealth.7745","title":"UAB „Rūta“ ekologiško šokolado pardavimų internacionalizacijos projektas","year":2011,"lang":"en","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Agricultural economics and policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.07746210902597146,"score_gpt":0.4071774776047682,"score_spread":0.32971536857879674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29046266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8675573,0.0031708572,0.0000013315968,0.0024881058,0.001976833,0.0012178071,0.000108726,0.00014747411,0.123331554],"genre_scores_gemma":[0.9057955,0.027744336,0.000117158466,0.0026005497,0.0019930655,0.00032275633,0.0010680165,0.000053364492,0.060305234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756134,0.00022348693,0.0005989893,0.0005086793,0.00025690408,0.0008506],"domain_scores_gemma":[0.9983084,0.00008202606,0.00062513625,0.00019186745,0.00013903948,0.0006535334],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063792465,0.00033953824,0.0005566412,0.00014309309,0.0009920179,0.000105858904,0.0003487764,0.0005880193,0.00032542844],"category_scores_gemma":[0.000052219766,0.00027353826,0.00012014601,0.00016573249,0.00016526759,0.00017536797,0.00003453237,0.0005578978,0.00012866365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071550737,0.0003962215,0.014395855,0.0043127337,0.00013647838,0.000017021806,0.25663045,6.443777e-7,0.0000070756237,0.5015011,0.11947661,0.102410294],"study_design_scores_gemma":[0.00045984943,0.00034089453,0.11431786,0.0002676914,0.00010294723,0.000006666288,0.025337692,0.0000054738207,0.000008198923,0.0076106926,0.85079306,0.00074896024],"about_ca_topic_score_codex":0.022788854,"about_ca_topic_score_gemma":0.035639033,"teacher_disagreement_score":0.73131645,"about_ca_system_score_codex":0.00022670312,"about_ca_system_score_gemma":0.001209435,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W2904723824","doi":"10.2196/11708","title":"A Comprehensive Digital Program for Smoking Cessation: Assessing Feasibility in a Single-Group Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Coaching; Health coaching; Population; Cohort; Psychological intervention; Family medicine; Physical therapy; Intervention (counseling); Psychology; Psychiatry; Environmental health","score_opus":0.14381443754421963,"score_gpt":0.4559523977261063,"score_spread":0.31213796018188666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904723824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932967,0.00006110319,0.00021082656,0.00037055626,0.00023698759,0.005343891,0.000011495331,0.00014069857,0.00032778576],"genre_scores_gemma":[0.998249,0.0000075800026,0.0003526588,0.00035479854,0.00033060028,0.0005438917,0.000121642006,0.000024805237,0.000015001224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980718,0.00008525581,0.0005166181,0.00052090536,0.0003448138,0.00046063238],"domain_scores_gemma":[0.9988999,0.00011228915,0.00020261177,0.0002647964,0.00024726515,0.0002731782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062130665,0.00017892294,0.00041509108,0.00016711243,0.0002940146,0.00014338287,0.000050980143,0.000118033844,0.000009580012],"category_scores_gemma":[0.00006753953,0.00016268695,0.00004280484,0.00035457956,0.000121251964,0.00029160397,0.000027165239,0.00023830109,5.382567e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026860362,0.0018820618,0.9210763,0.0005785238,0.000009738089,0.0000041986596,0.0013019437,9.423139e-8,0.000012956429,0.000018798288,0.00004724157,0.07479955],"study_design_scores_gemma":[0.0037718804,0.0038230564,0.988985,0.00013698045,0.000092267954,0.000021462522,0.0022772597,0.00013943596,0.000006939558,0.00009082568,0.0005260697,0.00012882994],"about_ca_topic_score_codex":0.00015611124,"about_ca_topic_score_gemma":0.00009291949,"teacher_disagreement_score":0.074670725,"about_ca_system_score_codex":0.0003959826,"about_ca_system_score_gemma":0.00025225332,"threshold_uncertainty_score":0.6634181},"labels":[],"label_agreement":null},{"id":"W2904765011","doi":"10.2196/12269","title":"Investigating the Adoption of Mobile Health Services by Elderly Users: Trust Transfer Model and Survey Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Internet privacy; Computer science; Business; Medicine; Psychological intervention; Nursing","score_opus":0.1614375117067877,"score_gpt":0.44186530623313025,"score_spread":0.2804277945263426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904765011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955008,0.0008560674,0.0004919106,0.0014588498,0.00010664112,0.0013503423,0.00013999225,0.00007463987,0.000020770396],"genre_scores_gemma":[0.9973271,0.0003254491,0.00030153274,0.0017888601,0.000034116416,0.000107143074,0.000016287686,0.000016412034,0.00008312656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996274,0.00081670366,0.0011043664,0.0006228771,0.0006982828,0.00048378186],"domain_scores_gemma":[0.9979799,0.00033823767,0.0003982691,0.000577615,0.00028475726,0.00042127137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006535652,0.00021079775,0.0005045476,0.00021784347,0.0008103313,0.00009903522,0.0004426878,0.00015913237,0.000018826458],"category_scores_gemma":[0.00007350496,0.00013875937,0.000033600776,0.0007355119,0.0004774895,0.00027155472,0.00008181942,0.0003631311,0.000008841697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009083129,0.00038976627,0.9077902,0.00018790904,0.000009107901,2.377821e-7,0.0208341,0.000017312988,0.00004357669,0.00037568156,0.0018649027,0.06839637],"study_design_scores_gemma":[0.0010332741,0.003279598,0.9694988,0.000042388147,0.000017087597,0.0000059676095,0.018528994,0.00597411,0.0000097027005,0.0009981149,0.00046391634,0.00014806025],"about_ca_topic_score_codex":0.0021950367,"about_ca_topic_score_gemma":0.0053214123,"teacher_disagreement_score":0.06824831,"about_ca_system_score_codex":0.000038403137,"about_ca_system_score_gemma":0.0003571488,"threshold_uncertainty_score":0.62324953},"labels":[],"label_agreement":null},{"id":"W2905070394","doi":"10.2196/11490","title":"Mobile Phone App for Self-Monitoring of Eating Rhythm: Field Experiment","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Self-monitoring; Mobile apps; mHealth; Rhythm; Phone; Computer science; Psychology; Medicine; World Wide Web; Telecommunications; Psychological intervention; Social psychology; Psychiatry","score_opus":0.0406049049004231,"score_gpt":0.3923697269820773,"score_spread":0.35176482208165416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905070394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99668884,0.00060485146,0.00008923855,0.00027254087,0.00033259983,0.0010769609,0.0000073142205,0.00009182609,0.00083582074],"genre_scores_gemma":[0.9921924,0.0001949164,0.0051050778,0.0003645884,0.0017392453,0.00026143045,0.0000048310326,0.000023489973,0.00011401144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986845,0.000033519296,0.00033495048,0.00029398748,0.00020926667,0.00044376767],"domain_scores_gemma":[0.99891007,0.00017095637,0.00017874296,0.00024190359,0.00011840072,0.00037990813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002448137,0.0001467277,0.00042361257,0.00006244975,0.0001879769,0.000007781873,0.000048861155,0.00009075455,0.00001764208],"category_scores_gemma":[0.000035388937,0.00013043334,0.00005898589,0.0001317827,0.000054011674,0.00006783399,0.000047929287,0.00017057134,0.000007740502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023889018,0.021095864,0.7666193,0.03546733,0.00021522687,0.000013431553,0.026833916,0.0000014876093,0.0129982745,0.0027608215,0.009194888,0.12241054],"study_design_scores_gemma":[0.010055826,0.0389188,0.7360328,0.0016133308,0.00030944168,0.00006529312,0.00430345,0.0015167503,0.19015108,0.00128755,0.014982764,0.0007629064],"about_ca_topic_score_codex":0.00013315663,"about_ca_topic_score_gemma":0.0000046238106,"teacher_disagreement_score":0.17715281,"about_ca_system_score_codex":0.000097857206,"about_ca_system_score_gemma":0.00017954399,"threshold_uncertainty_score":0.53189176},"labels":[],"label_agreement":null},{"id":"W2905070788","doi":"10.2196/11831","title":"Smartphone Apps Targeting Alcohol and Illicit Substance Use: Systematic Search in in Commercial App Stores and Critical Content Analysis","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Drug Abuse; National Institutes of Health","keywords":"Substance use; Alcohol content; Smartphone app; mHealth; App store; Internet privacy; Mobile apps; Alcohol; Advertising; Computer science; World Wide Web; Psychology; Business; Psychiatry; Psychological intervention","score_opus":0.31359868551814213,"score_gpt":0.532008958305083,"score_spread":0.21841027278694086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905070788","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028499246,0.9529819,0.00009763305,0.0011992756,0.00036104536,0.016331904,0.0003605727,0.0000995297,0.00006893391],"genre_scores_gemma":[0.015559653,0.96552193,0.0004925224,0.0018189976,0.0004689622,0.01558709,0.00030799577,0.00010985729,0.00013298412],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98484397,0.0050411504,0.005052328,0.0016784437,0.00062606396,0.002758064],"domain_scores_gemma":[0.9882369,0.0068180338,0.0013365569,0.0008668831,0.00033730254,0.0024043412],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00810353,0.0008773926,0.005667606,0.001863352,0.0017280135,0.0000689227,0.0003287403,0.0012250971,0.000044046643],"category_scores_gemma":[0.0009817089,0.00074517616,0.0001890428,0.0025104354,0.0005107847,0.0002413037,0.00022801314,0.003282952,0.000042706703],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014426545,0.00022402055,0.03967111,0.8918815,0.00007876316,0.000015305726,0.0032708705,2.9266323e-7,6.470225e-8,0.0028544208,0.001260056,0.06059931],"study_design_scores_gemma":[0.007073785,0.00091816246,0.23554006,0.26557153,0.004187008,0.000074370335,0.0067952815,0.001093108,5.90436e-8,0.00028345705,0.4759106,0.0025525636],"about_ca_topic_score_codex":0.007438812,"about_ca_topic_score_gemma":0.018912423,"teacher_disagreement_score":0.62631,"about_ca_system_score_codex":0.0010713288,"about_ca_system_score_gemma":0.0026801294,"threshold_uncertainty_score":0.9995716},"labels":[],"label_agreement":null},{"id":"W2905169739","doi":"10.2196/11306","title":"Child Maltreatment Disclosure to a Text Messaging–Based Crisis Service: Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Text messaging; Short Message Service; Content analysis; Internet privacy; Service (business); Psychology; Content (measure theory); Medical emergency; Computer science; Medicine; Computer security; Business; Telecommunications","score_opus":0.06904005112379019,"score_gpt":0.3897634978016081,"score_spread":0.32072344667781794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905169739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249557,0.0010515959,0.00021722657,0.06206157,0.00028861046,0.0009263042,0.00012527735,0.0001412401,0.010232476],"genre_scores_gemma":[0.95562303,0.00005798219,0.00023481395,0.042995207,0.00039284414,0.00019454987,0.000065271866,0.000034787507,0.00040149782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726987,0.00019154396,0.00054504385,0.00082293764,0.0002792717,0.00089134864],"domain_scores_gemma":[0.99781615,0.000067566354,0.00019235464,0.00075942994,0.00013852138,0.0010259775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003780792,0.00032469528,0.0006017981,0.0004608141,0.0005508386,0.000050830186,0.00019136108,0.0001442358,0.0014541025],"category_scores_gemma":[0.000006225227,0.0002626834,0.00014987735,0.0013640329,0.000055635417,0.000056841996,0.000044735993,0.0002495032,0.00057997333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043051126,0.0058770855,0.70631295,0.0017086617,0.0039840126,0.0001470043,0.06703864,0.000031695883,0.00001695598,0.01945638,0.123186,0.067935474],"study_design_scores_gemma":[0.0023290094,0.0009494118,0.96855724,0.00005632402,0.000780959,0.000013863871,0.0020601777,0.0000715174,0.000018355702,0.00004876628,0.024824824,0.00028953236],"about_ca_topic_score_codex":0.0040006028,"about_ca_topic_score_gemma":0.0048749615,"teacher_disagreement_score":0.26224428,"about_ca_system_score_codex":0.00012122127,"about_ca_system_score_gemma":0.00012558221,"threshold_uncertainty_score":0.99998254},"labels":[],"label_agreement":null},{"id":"W2905172804","doi":"10.2196/mhealth.9623","title":"Technology Adoption, Motivational Aspects, and Privacy Concerns of Wearables in the German Running Community: Field Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; German; Sample (material); Activity tracker; Internet privacy; Openness to experience; Psychology; Applied psychology; Computer science; Social psychology; Geography","score_opus":0.10827072417257412,"score_gpt":0.48673504741718676,"score_spread":0.37846432324461265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905172804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768456,0.00084646326,0.00010099647,0.015793039,0.00014970987,0.0044606626,0.000019903004,0.000075744254,0.0017078491],"genre_scores_gemma":[0.98879516,0.001142916,0.00032044816,0.0068648304,0.00032748064,0.0024615189,0.00001943995,0.00002018087,0.000047999147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962495,0.0011389598,0.0011707271,0.00034625927,0.00027992058,0.0008146218],"domain_scores_gemma":[0.9968289,0.0013484997,0.0005830781,0.0006575327,0.00025372472,0.0003282588],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031796952,0.00020122823,0.00046427708,0.00039432355,0.002563638,0.000009919828,0.00033283417,0.0002729282,0.00006596546],"category_scores_gemma":[0.0002650219,0.00015831634,0.00001908772,0.0008288963,0.00031713626,0.00010857709,0.0001704393,0.0016871766,0.000014265446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024074761,0.00073132693,0.8411413,0.0027466165,0.000010732511,0.0000016521007,0.04690978,3.2447574e-7,0.000016804428,0.07145861,0.0038662062,0.03287589],"study_design_scores_gemma":[0.0023092434,0.0018305915,0.92594147,0.00029973255,0.000024501906,0.000010034538,0.033532564,0.0000923507,0.0000049768505,0.01007534,0.025733149,0.00014603468],"about_ca_topic_score_codex":0.0029116257,"about_ca_topic_score_gemma":0.0028536897,"teacher_disagreement_score":0.08480017,"about_ca_system_score_codex":0.000114786286,"about_ca_system_score_gemma":0.001134941,"threshold_uncertainty_score":0.9987349},"labels":[],"label_agreement":null},{"id":"W2905231271","doi":"10.2196/11896","title":"Data Integrity–Based Methodology and Checklist for Identifying Implementation Risks of Physiological Sensing in Mobile Health Projects: Quantitative and Qualitative Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"UBS Optimus Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Checklist; Computer science; Data integrity; Qualitative research; Risk analysis (engineering); Data science; Process management; Psychology; Medicine; Engineering; Computer security","score_opus":0.7514530524489645,"score_gpt":0.7070325506594103,"score_spread":0.044420501789554256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905231271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93244517,0.003680567,0.04587965,0.003931366,0.00018952102,0.012003384,0.0017668527,0.00007009067,0.000033407032],"genre_scores_gemma":[0.8802404,0.003245634,0.10765799,0.0037793277,0.0001659348,0.0037760395,0.0010906864,0.00003233358,0.000011648955],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9907614,0.0045264806,0.002128223,0.001147753,0.0002341446,0.0012019735],"domain_scores_gemma":[0.9922205,0.004369467,0.0016531886,0.00060593936,0.00042399226,0.0007269035],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012204104,0.00030972858,0.0013547885,0.0007554775,0.0014124453,0.000015046943,0.00019011996,0.00030216476,0.000024674695],"category_scores_gemma":[0.00076438434,0.00027630932,0.00005149362,0.0011870852,0.0005420075,0.00021837221,0.00020732623,0.0008371371,0.0000020148002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005438156,0.0010096334,0.11145443,0.06442046,0.0004412819,0.0000024777046,0.27007034,0.000011977866,0.0006482456,0.0628531,0.0074779657,0.4761719],"study_design_scores_gemma":[0.009255148,0.0076947673,0.60162306,0.0008058257,0.0005647649,0.0000053303124,0.3293362,0.030368784,0.000033835244,0.009390549,0.010200833,0.0007209361],"about_ca_topic_score_codex":0.013143135,"about_ca_topic_score_gemma":0.025402062,"teacher_disagreement_score":0.4901686,"about_ca_system_score_codex":0.00025819783,"about_ca_system_score_gemma":0.002320991,"threshold_uncertainty_score":0.9999689},"labels":[],"label_agreement":null},{"id":"W2905281845","doi":"10.2196/11270","title":"Accuracy of Samsung Gear S Smartwatch for Activity Recognition: Validation Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; University of Florida","keywords":"Accelerometer; Smartwatch; Shaker; Wearable computer; Computer science; Activity recognition; Wearable technology; Treadmill; Artificial intelligence; Machine learning; Medicine; Physical therapy; Embedded system","score_opus":0.19041442508281226,"score_gpt":0.4625430735479976,"score_spread":0.27212864846518536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905281845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99264497,0.000053012176,0.0003797297,0.0037639819,0.00015926943,0.0024109138,0.000055936292,0.000053468775,0.0004787069],"genre_scores_gemma":[0.99735403,0.00018333712,0.0006377105,0.00073254807,0.0008449585,0.00014004379,0.000041309213,0.000018515837,0.00004753214],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984695,0.00013964318,0.0003722486,0.00035389443,0.00024566098,0.00041906265],"domain_scores_gemma":[0.9983326,0.00038386942,0.00031942935,0.00025513495,0.00026498683,0.00044397215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007070308,0.00014642515,0.0005315608,0.00010124166,0.00032199707,0.0000110471165,0.000049119273,0.00009438447,0.00003500675],"category_scores_gemma":[0.00017387616,0.00012847935,0.00005821806,0.00023779667,0.00010308588,0.0001999674,0.0000272143,0.00023844343,0.000014810744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010366435,0.013683015,0.062195368,0.012419868,0.00010965627,0.0000038751455,0.006609845,2.1191308e-7,0.0023417887,0.00057251944,0.003951209,0.8877462],"study_design_scores_gemma":[0.007985044,0.02578219,0.95026726,0.00029683183,0.00030903102,0.000023802257,0.0007616432,0.00046318903,0.006012197,0.0029210085,0.0048821876,0.00029560723],"about_ca_topic_score_codex":0.0005995248,"about_ca_topic_score_gemma":0.00013849993,"teacher_disagreement_score":0.8880719,"about_ca_system_score_codex":0.000092469534,"about_ca_system_score_gemma":0.0007294203,"threshold_uncertainty_score":0.52392364},"labels":[],"label_agreement":null},{"id":"W2905299332","doi":"10.2196/12385","title":"Toward Developing a Standardized Core Set of Outcome Measures in Mobile Health Interventions for Tuberculosis Management: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Psychological intervention; Tuberculosis; Systematic review; mHealth; Medicine; Core (optical fiber); Set (abstract data type); Outcome (game theory); MEDLINE; Computer science; Medical physics; Nursing; Pathology; Political science; Telecommunications","score_opus":0.39186838077216707,"score_gpt":0.5559492041369115,"score_spread":0.16408082336474444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905299332","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019638695,0.9679783,0.00038706732,0.0020608772,0.00015348782,0.02868562,0.00060781767,0.00005061907,0.00005656256],"genre_scores_gemma":[0.000047427104,0.98171085,0.0022534374,0.002440829,0.00011597867,0.012606198,0.00065310264,0.000078661615,0.00009352123],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9906178,0.0014916764,0.005265019,0.00084297115,0.0005397795,0.0012427694],"domain_scores_gemma":[0.995405,0.0007392213,0.0019583472,0.0007679658,0.00030171085,0.00082772993],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00994714,0.0006008784,0.010400163,0.0009527085,0.00018031233,0.000014642178,0.00030573117,0.00033803305,0.00002181761],"category_scores_gemma":[0.0012142921,0.0004292872,0.0011850037,0.0008692155,0.00015094626,0.000059820406,0.00015309233,0.000655213,0.000013961092],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007255749,0.000084921114,0.00006882219,0.8785221,0.00034254885,0.0000061715295,0.00012919077,2.311172e-8,2.2302131e-9,0.00038466207,0.0047263084,0.11566271],"study_design_scores_gemma":[0.0010502359,0.0014051781,0.00008498831,0.7861209,0.0021337322,0.00010700291,0.00012777929,0.0000052345677,1.4893459e-8,0.00006684922,0.20866092,0.00023716898],"about_ca_topic_score_codex":0.00017789206,"about_ca_topic_score_gemma":0.00020081805,"teacher_disagreement_score":0.20393461,"about_ca_system_score_codex":0.0012201858,"about_ca_system_score_gemma":0.0016950904,"threshold_uncertainty_score":0.9998159},"labels":[],"label_agreement":null},{"id":"W2905534139","doi":"10.2196/10201","title":"The Effectiveness and Safety of Utilizing Mobile Phone–Based Programs for Rehabilitation After Lumbar Spinal Surgery: Multicenter, Prospective Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province","keywords":"Rehabilitation; Mobile phone; Medicine; Physical therapy; Randomized controlled trial; Lumbar; Physical medicine and rehabilitation; Phone; Surgery; Computer science","score_opus":0.01647161136118208,"score_gpt":0.36062483952223495,"score_spread":0.34415322816105287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905534139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593743,0.0016461685,0.000491981,0.0007765731,0.00040729757,0.03721411,0.0000066640446,0.00003587489,0.000047042133],"genre_scores_gemma":[0.98527193,0.00022000026,0.00092204986,0.000116973904,0.00024558103,0.013175534,0.00001464416,0.000020954127,0.000012345735],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.996555,0.0014985256,0.00094665657,0.000373455,0.00025320234,0.0003732073],"domain_scores_gemma":[0.992061,0.00663205,0.00041848523,0.00021055971,0.00044267165,0.0002352421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009201575,0.00019684952,0.0013718241,0.00011727977,0.00033040153,0.00002025966,0.000030735693,0.0001161583,0.000004271197],"category_scores_gemma":[0.0025485985,0.000113977054,0.00033876832,0.00016425898,0.00083416956,0.00006487083,0.000012202146,0.00014058597,6.3343657e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9586279,0.00049113465,0.0070412424,0.008002136,0.00006523763,1.4563955e-7,0.0007190094,1.4425639e-7,0.00007097508,0.00023017681,0.000017149066,0.02473476],"study_design_scores_gemma":[0.7637125,0.0073130284,0.22559088,0.0007557353,0.00018052786,7.431832e-7,0.00044144603,0.0014239434,0.000022688504,0.00032721052,0.00013326744,0.00009801198],"about_ca_topic_score_codex":0.00006056667,"about_ca_topic_score_gemma":0.000039762057,"teacher_disagreement_score":0.21854964,"about_ca_system_score_codex":0.00010915968,"about_ca_system_score_gemma":0.00038447647,"threshold_uncertainty_score":0.46478495},"labels":[],"label_agreement":null},{"id":"W2905549017","doi":"10.2196/12160","title":"Usability Challenges for Health and Wellness Mobile Apps: Mixed-Methods Study Among mHealth Experts and Consumers","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Mobile apps; Internet privacy; Computer science; Psychology; World Wide Web; Medicine; Human–computer interaction; Psychological intervention; Nursing","score_opus":0.1130177731797102,"score_gpt":0.5354967068822009,"score_spread":0.4224789337024907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905549017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9160002,0.037065383,0.0015287914,0.012892336,0.0015952283,0.029671378,0.00020603469,0.00044225994,0.00059842074],"genre_scores_gemma":[0.8870117,0.054705534,0.006549425,0.010472827,0.0010517234,0.039737206,0.000079028505,0.0001556431,0.00023690835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98660713,0.0043912083,0.002944777,0.0022862284,0.0004929957,0.003277632],"domain_scores_gemma":[0.98736644,0.003609105,0.0015253235,0.0012763259,0.00047835513,0.0057444237],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0120191695,0.00081161107,0.0018975742,0.00046708682,0.006850229,0.00004721872,0.00033152505,0.0006435241,0.00006755372],"category_scores_gemma":[0.0005758173,0.000745326,0.0000869785,0.000547887,0.0012318406,0.00032426324,0.00034615572,0.0012143048,0.000020254382],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009060879,0.0008948518,0.12941846,0.019947054,0.000035721587,9.528879e-7,0.031486467,1.9953939e-7,0.0000034061802,0.0037210323,0.007845776,0.80574],"study_design_scores_gemma":[0.007497322,0.008222042,0.5073934,0.000603746,0.000108343724,0.000024756902,0.09759074,0.0005751576,0.0000046263995,0.0022108036,0.37490457,0.0008644771],"about_ca_topic_score_codex":0.0027673661,"about_ca_topic_score_gemma":0.004725778,"teacher_disagreement_score":0.8048755,"about_ca_system_score_codex":0.00057844084,"about_ca_system_score_gemma":0.0039694803,"threshold_uncertainty_score":0.9994998},"labels":[],"label_agreement":null},{"id":"W2905690649","doi":"10.2196/mhealth.9286","title":"An Activity Tracker and Its Accompanying App as a Motivator for Increased Exercise and Better Sleeping Habits for Youths in Need of Social Care: Field Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Högskolan Kristianstad; Lunds Universitet","keywords":"Activity tracker; mHealth; Psychology; Applied psychology; Field (mathematics); Mobile apps; Physical activity; Internet privacy; Computer science; Social psychology; Physical medicine and rehabilitation; Medicine; Psychological intervention; World Wide Web; Psychiatry","score_opus":0.07214236304783926,"score_gpt":0.46636401518331105,"score_spread":0.3942216521354718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905690649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97808576,0.0006600692,0.00021084533,0.003345375,0.00020707524,0.017147895,0.00020129902,0.000077159646,0.00006453091],"genre_scores_gemma":[0.98265547,0.0002603183,0.00078687345,0.0038112723,0.000613593,0.011753867,0.00004577462,0.00005386056,0.000018983521],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99622935,0.00046758173,0.0011010073,0.0007719589,0.000213894,0.001216237],"domain_scores_gemma":[0.99663085,0.0010779295,0.000630258,0.0003056605,0.00036125162,0.0009940731],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017213163,0.00031356188,0.0009030238,0.00030782248,0.0020804706,0.000015820751,0.00014514635,0.00039753065,0.000014748617],"category_scores_gemma":[0.00023094514,0.00030763014,0.00004310921,0.00031227834,0.00009586255,0.00025539324,0.000074388845,0.00057855906,0.000002440469],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010206337,0.0020286432,0.3750032,0.040760517,0.000035483623,0.0000013241009,0.12266821,4.135164e-7,0.00043725135,0.0025354729,0.0020872056,0.44423595],"study_design_scores_gemma":[0.013392569,0.0030948978,0.9586957,0.0005005067,0.00012864308,0.0000019563176,0.01890712,0.0011326328,0.00009402847,0.00055979367,0.0030915325,0.0004006005],"about_ca_topic_score_codex":0.0020095154,"about_ca_topic_score_gemma":0.0015757347,"teacher_disagreement_score":0.58369255,"about_ca_system_score_codex":0.0001564533,"about_ca_system_score_gemma":0.0011863163,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W2905721452","doi":"10.2196/11867","title":"Mobile Apps to Support Healthy Family Food Provision: Systematic Assessment of Popular, Commercially Available Apps","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; University of South Australia; Flinders University; Medical Research Council; Australian Government","keywords":"Mobile apps; mHealth; Internet privacy; App store; Mobile device; Computer science; Medicine; World Wide Web; Psychological intervention; Nursing","score_opus":0.1081566858967571,"score_gpt":0.4793648623801397,"score_spread":0.3712081764833826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905721452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7875301,0.014739821,0.007891997,0.014349639,0.0058764876,0.120504625,0.0014947536,0.001393386,0.046219148],"genre_scores_gemma":[0.9023987,0.005498201,0.009360625,0.037815295,0.0013513592,0.041133568,0.00023801714,0.00017593708,0.0020282853],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883044,0.0017821677,0.004500357,0.0013804991,0.0011096735,0.0029229538],"domain_scores_gemma":[0.9903958,0.00058707985,0.0020995308,0.0018194285,0.0010765174,0.0040216856],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006140097,0.0006709143,0.002173023,0.00069824234,0.0031944741,0.000029759596,0.000681525,0.00063780346,0.00049260736],"category_scores_gemma":[0.00022190176,0.00060286286,0.00014942134,0.0014217516,0.00027280446,0.00022398635,0.0003617415,0.0014419347,0.0011024977],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016756529,0.0023403806,0.051400535,0.48573503,0.00010295057,0.0000069025823,0.011924267,0.0000057398324,0.00013652546,0.045524176,0.3510584,0.050089438],"study_design_scores_gemma":[0.008918436,0.04276261,0.054163825,0.015546576,0.0003586177,0.000044429187,0.010195257,0.0009520637,0.0000132905825,0.001167101,0.8643415,0.0015363118],"about_ca_topic_score_codex":0.0009533883,"about_ca_topic_score_gemma":0.0010564342,"teacher_disagreement_score":0.5132831,"about_ca_system_score_codex":0.0008823333,"about_ca_system_score_gemma":0.00976455,"threshold_uncertainty_score":0.9996753},"labels":[],"label_agreement":null},{"id":"W2905916649","doi":"10.2196/10742","title":"Assessing the Efficacy of an Educational Smartphone or Tablet App With Subdivided and Interactive Content to Increase Patients’ Medical Knowledge: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Physical therapy; Smartphone app; Patient education; mHealth; Health care; Scale (ratio); Family medicine; Psychological intervention; Nursing; Surgery","score_opus":0.18267620606063276,"score_gpt":0.4984315802820047,"score_spread":0.3157553742213719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905916649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96579325,0.0007598675,0.00010221042,0.014617459,0.0010872988,0.016859654,0.000035593577,0.000059232334,0.00068545307],"genre_scores_gemma":[0.9872067,0.00018040588,0.0009824958,0.005669601,0.0008211956,0.0047003045,0.00010881754,0.000041446016,0.0002890192],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9875263,0.008191989,0.0022073488,0.00056594185,0.0007300751,0.0007783305],"domain_scores_gemma":[0.9758237,0.018538188,0.0016461713,0.0007973904,0.0016592505,0.0015353205],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.004318777,0.00034188048,0.0017309448,0.00027435468,0.0018639023,0.00004566062,0.00040915556,0.0002533888,0.00029100617],"category_scores_gemma":[0.009790643,0.00018525138,0.00007862919,0.00046543046,0.000753745,0.00037338168,0.00027335898,0.0010019365,0.000019704854],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9433404,0.0013425789,0.010832836,0.0009374533,0.00008565676,5.1520055e-7,0.03323116,1.6304635e-7,0.000001725785,0.00091788446,0.0014723392,0.007837239],"study_design_scores_gemma":[0.8863672,0.0028856648,0.09584137,0.001080176,0.00016320741,0.000005148045,0.011531903,0.00066629774,0.000001894624,0.00013015573,0.0010944254,0.00023255913],"about_ca_topic_score_codex":0.0032548683,"about_ca_topic_score_gemma":0.0024165309,"teacher_disagreement_score":0.08500853,"about_ca_system_score_codex":0.0003022893,"about_ca_system_score_gemma":0.007270704,"threshold_uncertainty_score":0.99943554},"labels":[],"label_agreement":null},{"id":"W2905952024","doi":"10.2196/11447","title":"An Analytics Platform to Evaluate Effective Engagement With Pediatric Mobile Health Apps: Design, Development, and Formative Evaluation","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"","keywords":"mHealth; Operationalization; Computer science; Analytics; Testbed; Formative assessment; Psychological intervention; Data science; Medicine; World Wide Web; Psychology; Nursing","score_opus":0.15438048939550894,"score_gpt":0.5074236041122318,"score_spread":0.3530431147167228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905952024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9098929,0.0019415014,0.038648102,0.0016245857,0.00042621797,0.046329685,0.00007569454,0.00032119785,0.0007400733],"genre_scores_gemma":[0.89971364,0.0019653484,0.0227582,0.011398149,0.00089805794,0.06293703,0.00017134314,0.0000888946,0.00006932551],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9913363,0.0024742335,0.0018081587,0.0011713478,0.0009930434,0.0022169228],"domain_scores_gemma":[0.99250215,0.0009312076,0.0011690715,0.00073153817,0.0010658087,0.0036002041],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013996574,0.0005593763,0.000888666,0.0007136769,0.005506622,0.00004415221,0.0002533201,0.0002913737,0.00011835841],"category_scores_gemma":[0.0001681515,0.00046094492,0.000029322384,0.0012213282,0.00015915977,0.00046357684,0.00013481574,0.0010699985,0.00020023064],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017683376,0.0005543559,0.021520128,0.0069704116,0.000047081277,0.0000012550681,0.06541832,0.000096700314,0.0000066345874,0.0016340716,0.006786345,0.8951964],"study_design_scores_gemma":[0.019596653,0.04549151,0.6547709,0.0013779426,0.00065598,0.00004263033,0.03256204,0.028275615,0.00008748594,0.0023412923,0.21247648,0.0023214908],"about_ca_topic_score_codex":0.0004012329,"about_ca_topic_score_gemma":0.0011299393,"teacher_disagreement_score":0.8928749,"about_ca_system_score_codex":0.001521282,"about_ca_system_score_gemma":0.00900794,"threshold_uncertainty_score":0.99978423},"labels":[],"label_agreement":null},{"id":"W2906027699","doi":"10.2196/mhealth.9808","title":"Parents’ Perspectives on the Theoretical Domains Framework Elements Needed in a Pediatric Health Behavior App: A Crowdsourced Social Validity Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Psychology; Preference; Intervention (counseling); Developmental psychology; Applied psychology; Clinical psychology","score_opus":0.1056353925975765,"score_gpt":0.492832911941788,"score_spread":0.38719751934421154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906027699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9501985,0.0004040998,0.00019628118,0.029492002,0.0006398131,0.017331146,0.00012223159,0.00027241625,0.0013435604],"genre_scores_gemma":[0.9534615,0.0017858355,0.00034876599,0.020821754,0.0028736992,0.020508975,0.000035349996,0.00009106712,0.00007302208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9877238,0.0046073836,0.002432487,0.0013401657,0.00094446767,0.0029516723],"domain_scores_gemma":[0.9937034,0.002038814,0.001212444,0.000997205,0.00031580485,0.0017322922],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0072735646,0.0005892898,0.0010418476,0.00051063084,0.0069050496,0.000044750737,0.00057049515,0.0005144673,0.0005238136],"category_scores_gemma":[0.00062582863,0.00044590325,0.000114593866,0.0015663853,0.0005916275,0.000103355604,0.0002371792,0.0031587523,0.00027098352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015990611,0.005013364,0.5783445,0.0018485496,0.000019067851,0.0000068722698,0.1251305,2.1751416e-7,7.791782e-7,0.26006767,0.016805852,0.011163544],"study_design_scores_gemma":[0.003914598,0.003211959,0.8684332,0.0001449355,0.00007831638,0.0000031481188,0.11376208,0.000053669773,3.0348556e-7,0.004747688,0.005263411,0.00038671627],"about_ca_topic_score_codex":0.0013706257,"about_ca_topic_score_gemma":0.0011555518,"teacher_disagreement_score":0.29008868,"about_ca_system_score_codex":0.001172742,"about_ca_system_score_gemma":0.0032066826,"threshold_uncertainty_score":0.99979925},"labels":[],"label_agreement":null},{"id":"W2906094480","doi":"10.2196/11090","title":"Uptake and Utilization of the Management of Anticoagulation in the Periprocedural Period App: Longitudinal Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Health and Human Services","keywords":"Medicine; Medical emergency","score_opus":0.1307720564550832,"score_gpt":0.421426463996289,"score_spread":0.29065440754120586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906094480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944343,0.00035226322,0.00019654387,0.0038943228,0.00004752573,0.0006297151,0.00000223192,0.000007055628,0.00043602753],"genre_scores_gemma":[0.99901104,0.00034832416,0.0002593555,0.00017973407,0.000089035406,0.0000031427319,0.000009856036,0.00000393772,0.00009559395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990888,0.000055106895,0.00035611936,0.000144168,0.00022211944,0.00013366417],"domain_scores_gemma":[0.9995133,0.000020084379,0.00019604014,0.00017259803,0.000054465876,0.000043463664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004494385,0.00007363482,0.00023571782,0.00014316622,0.00011796666,0.000008560425,0.000046058733,0.000033211167,0.000016854601],"category_scores_gemma":[0.000010778293,0.000042474272,0.00005015511,0.00076016603,0.00011588825,0.000047864844,0.000030143785,0.000049389768,3.707095e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017989583,0.000015936002,0.98175204,0.0012848927,0.000066217945,4.3610459e-7,0.0021308393,0.000005134573,0.000008664011,0.0046066334,0.000034006305,0.009915294],"study_design_scores_gemma":[0.00066340086,0.00013748865,0.99453545,0.000050490853,0.00047426182,0.000002691007,0.0013697272,0.0022158807,0.000007588133,0.0000963828,0.00041449827,0.000032128548],"about_ca_topic_score_codex":0.000054544118,"about_ca_topic_score_gemma":0.00006943967,"teacher_disagreement_score":0.012783412,"about_ca_system_score_codex":0.000017916685,"about_ca_system_score_gemma":0.000034923003,"threshold_uncertainty_score":0.17320505},"labels":[],"label_agreement":null},{"id":"W2906395044","doi":"10.2196/11071","title":"Coping Strategies and Social Support in a Mobile Phone Chat App Designed to Support Smoking Cessation: Qualitative Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Ministerio de Economía y Competitividad; European Commission","keywords":"Smoking cessation; Thematic analysis; Social support; Psychology; Psychological intervention; Mobile phone; mHealth; Expectancy theory; Coping (psychology); Qualitative research; Applied psychology; Focus group; Social psychology; Clinical psychology; Medicine; Computer science; Psychiatry","score_opus":0.0947526312875837,"score_gpt":0.45849670637408263,"score_spread":0.3637440750864989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906395044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962495,0.00007900564,0.0009847087,0.0014575804,0.00009742606,0.0007144375,0.00001764459,0.00006137053,0.00033833948],"genre_scores_gemma":[0.99737495,0.00009093434,0.00022821531,0.0016175519,0.0002482916,0.000193096,0.00015514903,0.000017506405,0.000074275784],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980902,0.00017871492,0.00050477334,0.00041996635,0.00034538578,0.0004609659],"domain_scores_gemma":[0.9991482,0.000080315935,0.00019285713,0.0001399853,0.00014142513,0.0002972225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001258738,0.00017690464,0.0005169377,0.00051858515,0.0003338127,0.0000727957,0.00004613767,0.0001452609,0.00017674526],"category_scores_gemma":[0.000016682552,0.00017019428,0.00004391196,0.0008764132,0.00013038448,0.00023745318,0.000026477575,0.00020222896,0.0000031196269],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011369137,0.00038790706,0.47059748,0.0021222145,0.00015560788,0.000029327502,0.4769729,0.000004625386,0.00033145578,0.0012541144,0.001694321,0.04531311],"study_design_scores_gemma":[0.002223399,0.00197306,0.9238763,0.0000620905,0.00042604125,0.000015793457,0.070188776,0.000039963845,0.00012840313,0.00016410097,0.0006747919,0.00022730538],"about_ca_topic_score_codex":0.00054900924,"about_ca_topic_score_gemma":0.00047852902,"teacher_disagreement_score":0.45327878,"about_ca_system_score_codex":0.00019785474,"about_ca_system_score_gemma":0.0006193607,"threshold_uncertainty_score":0.69403213},"labels":[],"label_agreement":null},{"id":"W2906770936","doi":"10.2196/11442","title":"Usability and Usefulness of a Mobile Health App for Pregnancy-Related Work Advice: Mixed-Methods Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"Usability; mHealth; Think aloud protocol; System usability scale; Applied psychology; Scale (ratio); Medicine; Psychology; Psychological intervention; Computer science; Nursing; Heuristic evaluation; Human–computer interaction","score_opus":0.08230326926160146,"score_gpt":0.49058323752059785,"score_spread":0.4082799682589964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906770936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79959965,0.049347233,0.0467706,0.008103668,0.0038587647,0.08446569,0.0010589227,0.0015492671,0.005246212],"genre_scores_gemma":[0.8176059,0.0064758537,0.09454839,0.0050296877,0.0008044929,0.07414427,0.0002820699,0.00017376555,0.0009355433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900299,0.0023532412,0.0033182083,0.0014421066,0.000390796,0.0024658006],"domain_scores_gemma":[0.9914138,0.0021337986,0.0020519735,0.0011752413,0.0006550453,0.0025701832],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007478236,0.000552718,0.001646856,0.0003593721,0.0032820562,0.000015918775,0.00035399207,0.0007268584,0.00009489688],"category_scores_gemma":[0.00039323347,0.00050295674,0.00012533674,0.0012576225,0.00082084414,0.00019179909,0.00022163335,0.0012072757,0.000023497685],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000955457,0.00096503296,0.031966675,0.047421284,0.0000359069,2.6029625e-7,0.012284745,0.000003054208,0.000009705563,0.0299751,0.01858281,0.85779995],"study_design_scores_gemma":[0.015187262,0.009764283,0.36697575,0.003938634,0.00027764018,0.00003895909,0.016267687,0.0035890744,0.000037802063,0.013924443,0.5683386,0.0016598871],"about_ca_topic_score_codex":0.0009679642,"about_ca_topic_score_gemma":0.00026559067,"teacher_disagreement_score":0.8561401,"about_ca_system_score_codex":0.0004153156,"about_ca_system_score_gemma":0.0041183024,"threshold_uncertainty_score":0.9997422},"labels":[],"label_agreement":null},{"id":"W2906810961","doi":"10.2196/12297","title":"The Efficacy of Mobile Phone Apps for Lifestyle Modification in Diabetes: Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":293,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Prediabetes; Gestational diabetes; CINAHL; Diabetes mellitus; Meta-analysis; MEDLINE; Glycated hemoglobin; Systematic review; Gerontology; Internal medicine; Psychological intervention; Pregnancy; Endocrinology; Nursing","score_opus":0.21240723367530864,"score_gpt":0.5256578422649196,"score_spread":0.31325060858961096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906810961","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026637908,0.9380877,0.000060933024,0.0012533828,0.00012994942,0.059640218,0.0006744763,0.000060721686,0.0000659799],"genre_scores_gemma":[0.000080191014,0.8094561,0.0001943065,0.0020429261,0.00012525523,0.18720227,0.0003777064,0.00007743371,0.00044381115],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866978,0.0035207,0.0065554855,0.0011696202,0.00041860822,0.0016378065],"domain_scores_gemma":[0.98122394,0.00978574,0.005612882,0.0018162206,0.00046803654,0.0010931838],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0111004235,0.00074757903,0.010589107,0.00065132364,0.0017716053,0.000021009957,0.0005614431,0.00071767566,0.000045943805],"category_scores_gemma":[0.0010260016,0.0004528594,0.0010491195,0.0021437241,0.00027098297,0.00008395841,0.00013779639,0.0011687498,0.000049007704],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015519698,0.000117875985,0.000013458697,0.98128575,0.0031617552,7.919815e-8,0.00023618416,1.7672677e-7,4.470669e-9,0.0010467429,0.0026751999,0.011447251],"study_design_scores_gemma":[0.0007105732,0.0002585777,0.0000731904,0.045829054,0.39964828,0.0000019356496,0.00018590334,0.000059712995,1.5165703e-8,0.00015487974,0.55268073,0.0003971215],"about_ca_topic_score_codex":0.00021683666,"about_ca_topic_score_gemma":0.00041483247,"teacher_disagreement_score":0.9354567,"about_ca_system_score_codex":0.00036180957,"about_ca_system_score_gemma":0.0029635918,"threshold_uncertainty_score":0.99979234},"labels":[],"label_agreement":null},{"id":"W2907019289","doi":"10.2196/12284","title":"Mobile Phone–Based Use of the Photoplethysmography Technique to Detect Atrial Fibrillation in Primary Care: Diagnostic Accuracy Study of the FibriCheck App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photoplethysmogram; Atrial fibrillation; Mobile phone; Primary care; Medicine; Computer science; mHealth; Medical emergency; Cardiology; Intensive care medicine; Telecommunications; Wireless; Psychological intervention; Nursing","score_opus":0.024382000597948605,"score_gpt":0.3014572324675825,"score_spread":0.2770752318696339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907019289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942606,0.0005634763,0.0002907343,0.000017616227,0.00042854977,0.004330713,0.000027774771,0.00005953436,0.000020991045],"genre_scores_gemma":[0.9987859,0.00009552106,0.00058115454,0.00005285687,0.00023258913,0.00021682908,0.0000023782482,0.000031694093,0.0000010527319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984465,0.00019414123,0.00051333074,0.00023174926,0.0002833964,0.0003308336],"domain_scores_gemma":[0.9984069,0.00074987026,0.00018112671,0.000452804,0.00008750033,0.00012179304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786715,0.00017937405,0.0003090022,0.00018724754,0.00012719829,0.000014754682,0.00019276277,0.00009499768,0.0000017032149],"category_scores_gemma":[0.00023187588,0.00012932548,0.0000883798,0.0011017916,0.000068180954,0.0001178643,0.00009127133,0.00021872418,7.974607e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003935182,0.00009400546,0.897797,0.0043636803,0.00003056238,0.0000015890907,0.0093380725,0.010116867,0.052515425,0.000004218148,0.00022836664,0.025116676],"study_design_scores_gemma":[0.0017106702,0.0016783184,0.92137265,0.00055322173,0.000050594947,0.00000231062,0.00044868927,0.00015185088,0.07327758,0.00005367756,0.00043374274,0.0002666719],"about_ca_topic_score_codex":0.0008383771,"about_ca_topic_score_gemma":0.00034582382,"teacher_disagreement_score":0.024850005,"about_ca_system_score_codex":0.00020051334,"about_ca_system_score_gemma":0.0001948725,"threshold_uncertainty_score":0.52737397},"labels":[],"label_agreement":null},{"id":"W2907053370","doi":"10.2196/11316","title":"Language Translation Apps in Health Care Settings: Expert Opinion","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Expert opinion; mHealth; Knowledge translation; Machine translation; Computer science; Psychology; Internet privacy; Medical education; Medicine; Natural language processing; Nursing; Psychological intervention; Knowledge management; Political science","score_opus":0.0944183261561185,"score_gpt":0.5110036043383797,"score_spread":0.41658527818226115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907053370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71068317,0.11518577,0.0006961853,0.12892419,0.0043390444,0.007376443,0.00019021606,0.0010866639,0.031518314],"genre_scores_gemma":[0.9668397,0.00564608,0.0022269401,0.023353154,0.0011254441,0.0004669456,0.00017018223,0.00005115305,0.00012045437],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946686,0.0019638343,0.0013706855,0.0005340387,0.00028880942,0.0011740034],"domain_scores_gemma":[0.99752593,0.00049478083,0.000556473,0.00065314886,0.00021949096,0.00055019907],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019341883,0.0002531997,0.00047358125,0.00030080797,0.001787769,0.000014902577,0.00026148875,0.00032066822,0.00014101416],"category_scores_gemma":[0.00010556397,0.00024409048,0.000045846908,0.0004367432,0.00013148457,0.0001369023,0.0000832791,0.0011805184,0.00011098873],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046043727,0.0000955895,0.019026896,0.007890486,0.0000060673356,0.0000012707274,0.6940108,8.4096826e-7,0.000018360037,0.0029566472,0.013761385,0.26177123],"study_design_scores_gemma":[0.0041114683,0.0018122174,0.07126627,0.0061057205,0.000006106125,0.000013742618,0.3732433,0.0015199143,0.000015910366,0.00043217014,0.540747,0.00072616065],"about_ca_topic_score_codex":0.005890019,"about_ca_topic_score_gemma":0.0028792145,"teacher_disagreement_score":0.52698565,"about_ca_system_score_codex":0.000654465,"about_ca_system_score_gemma":0.0014474326,"threshold_uncertainty_score":0.9995118},"labels":[],"label_agreement":null},{"id":"W2907113209","doi":"10.2196/11642","title":"Mobile Health Systems for Community-Based Primary Care: Identifying Controls and Mitigating Privacy Threats","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Stiftelsen för Strategisk Forskning; Karlstads universitet","keywords":"mHealth; Internet privacy; Identification (biology); Health care; Information privacy; Business; Medicine; Computer science; Nursing; Political science; Psychological intervention","score_opus":0.13641827791955316,"score_gpt":0.4852805869716011,"score_spread":0.34886230905204796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907113209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7373876,0.12857415,0.017987244,0.011727961,0.0040044123,0.0924727,0.0020027317,0.0015878306,0.0042554056],"genre_scores_gemma":[0.8706313,0.010319889,0.0060149976,0.04658325,0.0018704989,0.06301752,0.0010533818,0.00016629742,0.00034288358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913767,0.0023826878,0.0023327454,0.00090820744,0.00044547397,0.0025541903],"domain_scores_gemma":[0.9917085,0.0022996773,0.0015954514,0.0010849754,0.0007277556,0.0025836208],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0051717493,0.0005340947,0.0013394265,0.00035507872,0.011453564,0.00007414819,0.00036877082,0.00047768364,0.000015055623],"category_scores_gemma":[0.0001517706,0.00051415747,0.00009346041,0.00046757935,0.0004399561,0.0002329523,0.00019170834,0.0017905838,0.00004031476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018338595,0.0008835354,0.057076298,0.36151713,0.000080100115,0.0000027551653,0.06666695,0.000015516845,0.00014712702,0.031338137,0.04990333,0.43053526],"study_design_scores_gemma":[0.016143596,0.009148913,0.037611373,0.0041332263,0.00016007859,0.000028039136,0.021621205,0.0020815954,0.000012317118,0.0027796235,0.9052002,0.0010798499],"about_ca_topic_score_codex":0.0030959672,"about_ca_topic_score_gemma":0.0005717151,"teacher_disagreement_score":0.85529685,"about_ca_system_score_codex":0.0010917517,"about_ca_system_score_gemma":0.0057834187,"threshold_uncertainty_score":0.9998529},"labels":[],"label_agreement":null},{"id":"W2907115233","doi":"10.2196/11969","title":"Toward an Ethically Founded Framework for the Use of Mobile Phone Call Detail Records in Health Research","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Human Mobility and Location-Based Analysis","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Natural Environment Research Council; Sight Research UK","keywords":"Transparency (behavior); CLARITY; Accountability; Mobile phone; Phone; Internet privacy; Data governance; Consistency (knowledge bases); Public health; Corporate governance; Computer science; Anonymity; Data science; Public relations; Business; Computer security; Medicine; Political science; Marketing; Service (business); Data quality","score_opus":0.42645319585559016,"score_gpt":0.5339510594807922,"score_spread":0.10749786362520208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907115233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8957849,0.0014237895,0.02358262,0.074253865,0.0004191334,0.0042077084,0.000064593776,0.00008317972,0.00018021227],"genre_scores_gemma":[0.987469,0.0024783176,0.0045889504,0.00422824,0.00057319744,0.0003938089,0.000012643055,0.000015287435,0.00024056484],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946833,0.0024941282,0.0007792926,0.00045492838,0.000661439,0.00092689967],"domain_scores_gemma":[0.9935295,0.004466078,0.0002727269,0.000471452,0.00063356146,0.0006266879],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01569156,0.00012169734,0.00039067818,0.00023023672,0.0019363423,0.00009692731,0.00034307106,0.0003066775,0.00012459581],"category_scores_gemma":[0.0019751075,0.000097115095,0.000065588894,0.0010638399,0.0013153822,0.00018257204,0.000037600006,0.000864748,0.000008463858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012156883,0.0013148844,0.021372566,0.002828227,0.00004023015,0.0000011523309,0.30168313,0.000103285,0.0000063075545,0.1239661,0.006940878,0.5405276],"study_design_scores_gemma":[0.003057814,0.012987027,0.15757003,0.0009571028,0.000090746384,0.000002039357,0.083643846,0.019536199,0.000024209248,0.14554211,0.5756899,0.000898929],"about_ca_topic_score_codex":0.14248703,"about_ca_topic_score_gemma":0.35271576,"teacher_disagreement_score":0.56874907,"about_ca_system_score_codex":0.00038280146,"about_ca_system_score_gemma":0.003915996,"threshold_uncertainty_score":0.999363},"labels":[],"label_agreement":null},{"id":"W2907182913","doi":"10.2196/11516","title":"Sensor-Based Passive Remote Monitoring and Discordant Values: Qualitative Study of the Experiences of Low-Income Immigrant Elders in the United States","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Workforce; Immigration; Qualitative research; Population; Aging in place; Sociocultural evolution; Gerontology; Business; Medicine; Psychology; Sociology; Geography; Economic growth; Environmental health","score_opus":0.038513562100072646,"score_gpt":0.4017033047444945,"score_spread":0.36318974264442183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907182913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950275,0.00018151134,0.000006712654,0.0030627057,0.00017721539,0.0014971164,0.000007552088,0.000022616114,0.00001709179],"genre_scores_gemma":[0.9994085,0.0003077533,0.0000753938,0.00013022326,0.000018805507,0.000038954313,0.0000012526305,0.000007080998,0.000012032366],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99691415,0.0015174354,0.00046062065,0.0002715782,0.00045179785,0.000384397],"domain_scores_gemma":[0.99824136,0.00088150776,0.00041042015,0.00028948247,0.000084828185,0.000092385744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014637214,0.0001321524,0.00031608096,0.00017996875,0.00035767132,0.000016261412,0.00030517383,0.00006623018,0.0000019363156],"category_scores_gemma":[0.00014350736,0.00007715941,0.000027372143,0.0008089542,0.00066223287,0.0000837832,0.000045718487,0.00027312175,3.2119206e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000740139,0.0001389086,0.061417025,0.0002612355,0.000006281319,0.0000014033443,0.9373197,0.00001543563,0.000011930741,0.0001758272,0.000005325332,0.00057289173],"study_design_scores_gemma":[0.00082414685,0.00052267057,0.10425441,0.00021255552,0.00000923449,4.7138064e-7,0.89354837,0.000098578326,0.00007341156,0.0003691242,0.000015947022,0.000071080685],"about_ca_topic_score_codex":0.037677042,"about_ca_topic_score_gemma":0.0032141174,"teacher_disagreement_score":0.043771353,"about_ca_system_score_codex":0.00006128386,"about_ca_system_score_gemma":0.00027048012,"threshold_uncertainty_score":0.96873116},"labels":[],"label_agreement":null},{"id":"W2907252228","doi":"10.2196/10918","title":"Breast, Prostate, and Colorectal Cancer Survivors’ Experiences of Using Publicly Available Physical Activity Mobile Apps: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Research UK","keywords":"Psychological intervention; Medicine; Thematic analysis; mHealth; Prostate cancer; Breast cancer; Intervention (counseling); Qualitative research; Cancer; Family medicine; Physical therapy; Gerontology; Nursing; Internal medicine","score_opus":0.05595951130925341,"score_gpt":0.42359416774029707,"score_spread":0.36763465643104365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907252228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959233,0.0011422508,0.0000022043664,0.00012260691,0.00025955637,0.0021804299,0.00008335471,0.000035419318,0.00025089167],"genre_scores_gemma":[0.9988179,0.00023003141,0.000018507224,0.000080849866,0.00012223027,0.00047610738,0.0000071778572,0.000021602176,0.00022559089],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981129,0.0002881558,0.00026702782,0.0005163699,0.00036851983,0.000447022],"domain_scores_gemma":[0.9988505,0.00014616315,0.00023479514,0.00019799225,0.00016750663,0.00040302295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005962083,0.00020395624,0.0006499837,0.00010743228,0.00013860113,0.000025525258,0.00005593536,0.00007016536,0.0001073323],"category_scores_gemma":[0.000008221089,0.00016529115,0.000042580217,0.00037390532,0.00017201384,0.00023195437,0.00005858106,0.0002474062,0.0000032496835],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019094289,0.0012947283,0.23577957,0.0025306067,0.000045006836,0.0000028910547,0.7434833,0.000001455965,0.00041387783,0.000027954147,0.000110829984,0.014400338],"study_design_scores_gemma":[0.0026410278,0.0038344879,0.16079026,0.00019680323,0.0000912838,0.000044093216,0.8307187,0.0008133064,0.0003717068,0.000017316488,0.00019873779,0.00028228227],"about_ca_topic_score_codex":0.04464112,"about_ca_topic_score_gemma":0.004713546,"teacher_disagreement_score":0.08723537,"about_ca_system_score_codex":0.00013192269,"about_ca_system_score_gemma":0.0008148645,"threshold_uncertainty_score":0.9617207},"labels":[],"label_agreement":null},{"id":"W2907421012","doi":"10.2196/12204","title":"A Mobile Phone–Based Self-Monitoring Tool for Perioperative Gastric Cancer Patients With Incentive Spirometer: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Samsung; National Research Foundation of Korea; National Research Foundation","keywords":"Medicine; Spirometer; Randomized controlled trial; Perioperative; Test (biology); Physical therapy; Surgery; Internal medicine; Lung; Lung function; Exhaled nitric oxide","score_opus":0.03334327956512788,"score_gpt":0.42545497676562744,"score_spread":0.39211169720049954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907421012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9012463,0.00089308486,0.001527145,0.0008470023,0.0020812473,0.09231677,0.0002903086,0.00025563457,0.00054251374],"genre_scores_gemma":[0.7152364,0.0011586316,0.0050300574,0.00313714,0.0022627886,0.27253425,0.000110511275,0.000086741704,0.00044347518],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9912987,0.0020806554,0.0028178787,0.0010820157,0.0006597896,0.0020609933],"domain_scores_gemma":[0.9913963,0.0029270912,0.0020960271,0.00059384614,0.0016165684,0.0013701669],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004087227,0.00061069604,0.0028466797,0.00042358827,0.0036764194,0.00004334024,0.00025503556,0.00039890793,0.00026968177],"category_scores_gemma":[0.00048591525,0.00041842923,0.00025353525,0.0006953682,0.00033424053,0.0002160997,0.00006437899,0.0008816779,0.00006335355],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95586556,0.0009544552,0.02728085,0.0024962516,0.0001023885,4.005421e-7,0.0039088936,0.0000020323423,0.0000035881171,0.0005688903,0.0015656241,0.0072510657],"study_design_scores_gemma":[0.95712054,0.0048535364,0.011344435,0.0003585837,0.00034076002,3.5503442e-7,0.00046741092,0.0007570764,0.0000059475374,0.000054599142,0.024315007,0.00038175116],"about_ca_topic_score_codex":0.00037695825,"about_ca_topic_score_gemma":0.000118704505,"teacher_disagreement_score":0.1860099,"about_ca_system_score_codex":0.00086691004,"about_ca_system_score_gemma":0.0060138097,"threshold_uncertainty_score":0.9998267},"labels":[],"label_agreement":null},{"id":"W2907517110","doi":"10.2196/10894","title":"Context-Sensitive Ecological Momentary Assessment: Application of User-Centered Design for Improving User Satisfaction and Engagement During Self-Report","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Context (archaeology); mHealth; Health literacy; User engagement; Ecology; Psychology; Literacy; Computer science; Applied psychology; Human–computer interaction; Health care; Geography; World Wide Web; Biology; Psychological intervention","score_opus":0.0790871918724617,"score_gpt":0.43666679985751067,"score_spread":0.35757960798504895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907517110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97923034,0.00008266613,0.015373869,0.0009817058,0.0005542234,0.0033325262,0.00011184105,0.00009399369,0.00023885565],"genre_scores_gemma":[0.99291915,0.000022627382,0.0053026155,0.0005260364,0.00015275803,0.00085229566,0.000053099022,0.000026366215,0.00014507938],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99764854,0.0002872384,0.0008329562,0.000551263,0.00016081758,0.00051919895],"domain_scores_gemma":[0.9984608,0.00022442966,0.00061105937,0.00024302011,0.00013203315,0.00032859968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001029297,0.00019253507,0.0003321687,0.0001433096,0.00043937226,0.000026298998,0.000056472614,0.00012457368,0.000031345466],"category_scores_gemma":[0.000021995536,0.00018946706,0.000051220715,0.000110940964,0.00012197621,0.0001953887,0.00006829412,0.0001957744,0.0000074383206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061898,0.006825889,0.38436696,0.015576666,0.00056876626,0.000059120488,0.009765357,0.0000033876543,0.0026786576,0.051290564,0.0037569096,0.5189179],"study_design_scores_gemma":[0.0024930602,0.0029861203,0.99083155,0.00006271292,0.00006525238,0.00009331319,0.0012342314,0.00031043933,0.00027340613,0.00039124087,0.0010999285,0.00015874018],"about_ca_topic_score_codex":0.0007076067,"about_ca_topic_score_gemma":0.00025483986,"teacher_disagreement_score":0.60646456,"about_ca_system_score_codex":0.00036379384,"about_ca_system_score_gemma":0.00013541008,"threshold_uncertainty_score":0.7726242},"labels":[],"label_agreement":null},{"id":"W2907641345","doi":"10.2196/12171","title":"Temporal Stability of Smartphone Use Data: Determining Fundamental Time Unit and Independent Cycle","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health Research Institutes; Ministry of Science and Technology, Taiwan","keywords":"Stability (learning theory); Unit (ring theory); Computer science; Statistics; Psychology; Mathematics; Machine learning","score_opus":0.10458972918848122,"score_gpt":0.4049849349389527,"score_spread":0.3003952057504715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907641345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974512,0.00014136842,0.000003093184,0.0010025577,0.00015832696,0.00061765616,0.00010611264,0.00007240655,0.00044727555],"genre_scores_gemma":[0.99886996,0.00016343672,0.00032443827,0.0003670834,0.000039219474,0.000003653167,0.000029782055,0.00001126899,0.00019114562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981564,0.000238179,0.00035717493,0.00038165456,0.0003391438,0.0005274398],"domain_scores_gemma":[0.99873424,0.000113031594,0.00026262092,0.00045475285,0.000040708343,0.00039464943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014387238,0.00012570365,0.00031179268,0.000092113754,0.0003648112,0.000053416225,0.0002689147,0.00017476667,0.00010490416],"category_scores_gemma":[0.000106439395,0.00012374911,0.000016295577,0.00017488954,0.00040385954,0.00051445974,0.0002530926,0.00027928318,0.000021982542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008450788,0.000118430275,0.98894453,0.00025928675,0.0000052979235,0.0000014305036,0.0021421167,4.839558e-8,0.000054788943,0.000107067994,0.0001768409,0.008105645],"study_design_scores_gemma":[0.0010322534,0.00026751455,0.9934437,0.000062056555,0.000012989513,0.000004503411,0.0032033296,0.00014552954,0.000028921158,0.0001541813,0.0015132528,0.00013172421],"about_ca_topic_score_codex":0.0063815317,"about_ca_topic_score_gemma":0.0019939125,"teacher_disagreement_score":0.007973921,"about_ca_system_score_codex":0.0001118368,"about_ca_system_score_gemma":0.0005394359,"threshold_uncertainty_score":0.96470094},"labels":[],"label_agreement":null},{"id":"W2908058152","doi":"10.2196/12179","title":"Associations of Health App Use and Perceived Effectiveness in People With Cardiovascular Diseases and Diabetes: Population-Based Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Pfizer","keywords":"Diabetes mellitus; Population; Medicine; Gerontology; Psychology; Environmental health","score_opus":0.052136408992619974,"score_gpt":0.39410694671154006,"score_spread":0.3419705377189201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908058152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862475,0.003740458,0.00008159355,0.0008531729,0.00014202425,0.00806235,0.00076793274,0.000083750914,0.000021263624],"genre_scores_gemma":[0.992765,0.0020509434,0.0002410631,0.0016738682,0.00004742889,0.0024657599,0.00068200624,0.000054698925,0.000019198285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99258155,0.0036523473,0.001320215,0.00080904685,0.00043729186,0.0011995707],"domain_scores_gemma":[0.99342585,0.0038296275,0.0008006188,0.00061143265,0.00027626244,0.0010562302],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044637728,0.00033495628,0.001565495,0.00038981863,0.0009599071,0.000020492536,0.00009962548,0.00025918073,0.000016926782],"category_scores_gemma":[0.00035690836,0.0002975566,0.000062173116,0.00075655733,0.00009230864,0.00024295242,0.000058963265,0.0006465454,0.00000580007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018263899,0.00015175225,0.9835898,0.010318023,0.000025169724,2.1728555e-7,0.0006150967,0.00006346336,0.0000014061691,0.00041357463,0.00006096109,0.0045778826],"study_design_scores_gemma":[0.003428747,0.00043291922,0.9936978,0.00066787755,0.000048832873,6.680154e-7,0.00029401854,0.000720657,1.4043631e-7,0.000080824364,0.00041051905,0.00021697787],"about_ca_topic_score_codex":0.040748224,"about_ca_topic_score_gemma":0.011006473,"teacher_disagreement_score":0.029741751,"about_ca_system_score_codex":0.0005045454,"about_ca_system_score_gemma":0.0026140427,"threshold_uncertainty_score":0.99994767},"labels":[],"label_agreement":null},{"id":"W2908066508","doi":"10.2196/10044","title":"Perception of Older Adults Toward Smartwatch Technology for Assessing Pain and Related Patient-Reported Outcomes: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Smartwatch; Perception; eHealth; Medicine; Psychology; Physical therapy; Physical medicine and rehabilitation; Applied psychology; Gerontology; Computer science; Wearable computer; Health care","score_opus":0.029203610462554368,"score_gpt":0.3693863280642064,"score_spread":0.34018271760165203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908066508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99111605,0.00020805425,0.000103448794,0.0035375373,0.00017168808,0.004714924,0.0000033096799,0.000076954064,0.0000680292],"genre_scores_gemma":[0.99841595,0.000050335064,0.00085909996,0.0003799932,0.000019309959,0.00014350087,0.000034592573,0.000021539256,0.00007565817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981984,0.00019217272,0.00071869296,0.00039362468,0.00019672544,0.00030036955],"domain_scores_gemma":[0.9988133,0.0002343714,0.00033373685,0.0002471728,0.00017190378,0.00019955558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001257783,0.00015739445,0.00051131245,0.0002570181,0.000097736905,0.000007911347,0.000028391112,0.00013116175,0.000021564201],"category_scores_gemma":[0.00027199837,0.00011786438,0.000042546224,0.00023781683,0.00007580232,0.00008034553,0.000020896918,0.00021405092,0.0000018954702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004951667,0.0010732854,0.8839027,0.008612416,0.00003271127,9.828673e-7,0.0052589756,2.4296727e-7,0.00041221312,0.000037588554,0.000053110773,0.10012055],"study_design_scores_gemma":[0.005105603,0.014059853,0.9587096,0.000416908,0.000058044465,0.0000074216405,0.020980097,0.00040826685,0.0000016345215,0.00012153724,0.000032845954,0.00009817077],"about_ca_topic_score_codex":0.00017389328,"about_ca_topic_score_gemma":0.000011759613,"teacher_disagreement_score":0.10002238,"about_ca_system_score_codex":0.00007088795,"about_ca_system_score_gemma":0.00015948499,"threshold_uncertainty_score":0.48063698},"labels":[],"label_agreement":null},{"id":"W2908120180","doi":"10.2196/12457","title":"Translating/Creating a Culturally Responsive Spanish-Language Mobile App for Visit Preparation: Case Study of “Trans-Creation”","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Limited English proficiency; Health care; mHealth; Icon; Psychology; Mental health; Nursing; Internet privacy; Medicine; Computer science; Psychological intervention; Political science","score_opus":0.05000633966787599,"score_gpt":0.48267506404161414,"score_spread":0.43266872437373816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908120180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96212333,0.0013157433,0.00056151283,0.00092324056,0.00031473173,0.032340024,0.0002297651,0.00021592388,0.001975753],"genre_scores_gemma":[0.97095454,0.00031890572,0.002196152,0.0013108719,0.00040631174,0.023161942,0.00015836771,0.00006889117,0.0014240438],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942614,0.0009055542,0.0022210372,0.0009209152,0.00042434843,0.0012667316],"domain_scores_gemma":[0.99492675,0.0015217743,0.0012166508,0.00076814025,0.0005788785,0.0009878232],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002161367,0.00039847355,0.00096999673,0.00026987714,0.0021497298,0.000019860228,0.00019889676,0.00035726884,0.00022006739],"category_scores_gemma":[0.00012338095,0.0003603989,0.000104236926,0.0005851724,0.00007183791,0.00024635985,0.000044597473,0.0007606565,0.000036911875],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009277643,0.003286238,0.100336514,0.051966656,0.00015819863,0.00008607098,0.685834,0.00030302233,0.0012273544,0.008729595,0.0043268823,0.13446784],"study_design_scores_gemma":[0.036543302,0.022506058,0.044623595,0.0015233846,0.0006848438,0.00063918106,0.7973883,0.0062861303,0.0000635941,0.00048487037,0.0876359,0.0016208543],"about_ca_topic_score_codex":0.0037483403,"about_ca_topic_score_gemma":0.003424117,"teacher_disagreement_score":0.13284698,"about_ca_system_score_codex":0.00026311303,"about_ca_system_score_gemma":0.0021498424,"threshold_uncertainty_score":0.9998848},"labels":[],"label_agreement":null},{"id":"W2908125294","doi":"10.2196/10755","title":"Image-Based Mobile System for Dietary Management in an American Cardiology Population: Pilot Randomized Controlled Trial to Assess the Efficacy of Dietary Coaching Delivered via a Smartphone App Versus Traditional Counseling","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Small Business Innovation Research","keywords":"Medicine; Randomized controlled trial; Mediterranean diet; Population; Coaching; Adverse effect; Physical therapy; Disease; Health coaching; Mobile apps; mHealth; Internal medicine; Gerontology; Psychological intervention; Environmental health; Psychology; Computer science; Nursing","score_opus":0.0851485998397141,"score_gpt":0.3829827924135868,"score_spread":0.29783419257387267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908125294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827371,0.0005906673,0.001976595,0.0012353411,0.0006402238,0.012578868,0.00008695775,0.000042518484,0.00011171398],"genre_scores_gemma":[0.9906192,0.00019633879,0.0032713367,0.000851322,0.00103611,0.0037203094,0.00028431075,0.00001901094,0.0000021021187],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974314,0.0005831612,0.00090715254,0.00036627622,0.00031677482,0.00039522685],"domain_scores_gemma":[0.99723047,0.0017623579,0.00035083393,0.00020472598,0.00018865995,0.0002629237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019558452,0.0002033213,0.0016832277,0.00014833194,0.00038310274,0.000012566091,0.00007953725,0.00004397798,0.0000039476213],"category_scores_gemma":[0.00009021729,0.00013982212,0.00020752203,0.0002068029,0.00023423292,0.00004249912,0.00001845265,0.00014457696,0.0000010641116],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9948177,0.0005969265,0.00032900024,0.001061332,0.00021680829,0.000005935848,0.00018464623,0.000103481056,0.000023446639,0.0001927688,0.00024032121,0.0022276305],"study_design_scores_gemma":[0.9385243,0.012806548,0.038805094,0.00018230485,0.0005301491,0.0000058084806,0.0011723333,0.0077100075,0.0000011068153,0.000053265278,0.00007206114,0.00013703296],"about_ca_topic_score_codex":0.0007742115,"about_ca_topic_score_gemma":0.00014701352,"teacher_disagreement_score":0.056293417,"about_ca_system_score_codex":0.0001985596,"about_ca_system_score_gemma":0.00013231917,"threshold_uncertainty_score":0.57017803},"labels":[],"label_agreement":null},{"id":"W2908242260","doi":"10.2196/10794","title":"Theory-Based Predictors of Mindfulness Meditation Mobile App Usage: A Survey and Cohort Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Meditation; Psychology; Mindfulness meditation; Clinical psychology; Intervention (counseling); mHealth; Psychotherapist; Psychological intervention; Psychiatry","score_opus":0.04870913441200825,"score_gpt":0.40875553453842195,"score_spread":0.3600464001264137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908242260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865592,0.00013797828,0.0100634275,0.00008061515,0.0009940693,0.0013835467,0.00014436433,0.000040360523,0.0005964192],"genre_scores_gemma":[0.9955447,9.902172e-7,0.000016898353,0.00013726478,0.0001760977,0.003564968,0.00004151199,0.00001893486,0.0004986516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971708,0.0011781228,0.0006065845,0.00044175485,0.00025419446,0.00034856398],"domain_scores_gemma":[0.9983401,0.00043659884,0.000342529,0.00036000027,0.00019168986,0.0003291359],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027691214,0.00016777565,0.00038369233,0.0002025507,0.00029041825,0.000018876792,0.00012552018,0.00011332838,0.0018856047],"category_scores_gemma":[0.00006030931,0.00013988315,0.000038782367,0.00029372927,0.00026377154,0.000054494474,0.000035361,0.00018051213,0.000018957537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095787516,0.0015276172,0.94124997,0.00036709828,0.00006935758,0.0000025214056,0.003034493,6.3355077e-7,6.087984e-7,0.0109899705,0.008441146,0.033358697],"study_design_scores_gemma":[0.001497922,0.0025352407,0.99157196,0.000040843588,0.000053508396,0.000003628421,0.0021952046,0.00007449827,0.000030579104,0.0012497117,0.0006309708,0.00011590738],"about_ca_topic_score_codex":0.0009853083,"about_ca_topic_score_gemma":0.0007517859,"teacher_disagreement_score":0.050322004,"about_ca_system_score_codex":0.000027276119,"about_ca_system_score_gemma":0.00016560823,"threshold_uncertainty_score":0.99902683},"labels":[],"label_agreement":null},{"id":"W2908770909","doi":"10.2196/mhealth.9990","title":"Valuing Mobile Health: An Open-Ended Contingent Valuation Survey of a National Digital Health Program","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cohort; mHealth; Willingness to pay; Digital health; Contingent valuation; Valuation (finance); Medicine; Cohort study; Population; Environmental health; Gerontology; Health care; Demography; Business; Psychological intervention; Economic growth; Economics; Nursing; Finance","score_opus":0.24751264505960774,"score_gpt":0.5561470225706082,"score_spread":0.3086343775110005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908770909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8833635,0.0067044343,0.0026695854,0.013883302,0.002512065,0.07894993,0.0031882285,0.0011765477,0.0075523998],"genre_scores_gemma":[0.9559234,0.0015858059,0.003374373,0.012337954,0.0008388721,0.023565335,0.0019824472,0.00010672124,0.00028508826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9878779,0.0031086532,0.003843185,0.0013670512,0.0012435714,0.0025596512],"domain_scores_gemma":[0.98911047,0.0010427027,0.003300861,0.00092676,0.0023310026,0.0032881992],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013172739,0.00052221835,0.0015047034,0.00048860087,0.0043445984,0.0001061713,0.00074974657,0.0003928501,0.00016056267],"category_scores_gemma":[0.0007114502,0.0005087249,0.00006829166,0.0013886367,0.00040475314,0.00080867624,0.0003837218,0.0011407766,0.0001264252],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009995892,0.0028455579,0.082465366,0.007134197,0.000034517278,3.852906e-7,0.010675097,0.0000047014587,0.000014322086,0.013157264,0.036389828,0.8462792],"study_design_scores_gemma":[0.006574595,0.01961408,0.7714854,0.00095771963,0.000022845297,0.000014039065,0.003926105,0.004279549,0.0000047510057,0.00379289,0.18860595,0.0007220687],"about_ca_topic_score_codex":0.012407087,"about_ca_topic_score_gemma":0.0088913515,"teacher_disagreement_score":0.8455571,"about_ca_system_score_codex":0.0012137619,"about_ca_system_score_gemma":0.020695528,"threshold_uncertainty_score":0.9997364},"labels":[],"label_agreement":null},{"id":"W2908785454","doi":"10.2196/12658","title":"Use, Perspectives, and Attitudes Regarding Diabetes Management Mobile Apps Among Diabetes Patients and Diabetologists in China: National Web-Based Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Medicine; Diabetes management; Family medicine; Public health; Disease; Type 2 diabetes; China; Type 1 diabetes; Multivariate analysis; Gerontology; Internal medicine; Nursing; Endocrinology; Geography","score_opus":0.04432019205724818,"score_gpt":0.393672997318633,"score_spread":0.3493528052613848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908785454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871248,0.002265714,0.000004405911,0.00087895605,0.00026853915,0.0082456125,0.00027466728,0.00013100654,0.0008062755],"genre_scores_gemma":[0.9843535,0.0044978415,0.00040164054,0.0025219317,0.000088249704,0.007577817,0.00029731,0.000056599583,0.00020512354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943815,0.0011746851,0.0011699548,0.0011259073,0.00048547046,0.0016624896],"domain_scores_gemma":[0.9960767,0.0015828746,0.0005920747,0.0003932065,0.0002854443,0.00106967],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032226767,0.00041859795,0.00082505395,0.00055953313,0.0011100641,0.0000486622,0.00016767671,0.0003621747,0.000049901628],"category_scores_gemma":[0.00025370615,0.00039201113,0.00003915118,0.000594985,0.00026094646,0.00036026456,0.00019851448,0.00088984694,0.000022234468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008993304,0.0002733429,0.98294973,0.0063449484,0.0000137976385,4.4585715e-7,0.0005282278,0.0000087363205,0.0000020413602,0.0016667529,0.0017945584,0.006327493],"study_design_scores_gemma":[0.003495551,0.00031885915,0.9885517,0.00046329913,0.000017206967,1.4662234e-7,0.0004045135,0.0012274771,7.9811167e-7,0.00019949269,0.005021884,0.00029909768],"about_ca_topic_score_codex":0.00090907083,"about_ca_topic_score_gemma":0.001891831,"teacher_disagreement_score":0.0060283956,"about_ca_system_score_codex":0.00056297187,"about_ca_system_score_gemma":0.00077861047,"threshold_uncertainty_score":0.9998532},"labels":[],"label_agreement":null},{"id":"W2909035599","doi":"10.2196/12694","title":"Impact of a Novel Smartphone App (CureApp Smoking Cessation) on Nicotine Dependence: Prospective Single-Arm Interventional Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Abstinence; Smoking cessation; Varenicline; Medicine; Nicotine; Clinical endpoint; Outpatient clinic; Prospective cohort study; mHealth; Clinical trial; Physical therapy; Internal medicine; Psychological intervention; Psychiatry","score_opus":0.09210921698838997,"score_gpt":0.4086838872514538,"score_spread":0.31657467026306385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909035599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99680704,0.000069670146,0.00010022526,0.00017053136,0.00028284904,0.0018607399,0.00003669379,0.00006667813,0.00060558825],"genre_scores_gemma":[0.9993107,0.000015902551,0.00005549772,0.00012858969,0.00014757151,0.00008812595,0.00008058452,0.000029343073,0.00014370853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997869,0.00007441383,0.00059173885,0.00045594422,0.00063866214,0.00037021772],"domain_scores_gemma":[0.9986811,0.00008782692,0.00042887617,0.00030033238,0.00022456165,0.00027724687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000637285,0.00022297094,0.00047346597,0.00027317702,0.00012428522,0.000022633805,0.000077018456,0.000079290076,0.0002293482],"category_scores_gemma":[0.00004691795,0.00018151755,0.00009342176,0.000359104,0.000048826263,0.00012944781,0.000033929755,0.00041644482,0.0000050757576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018134952,0.014950582,0.97787184,0.00054570334,0.00006242312,0.0000018077882,0.0010337406,0.000011990579,0.0004900265,0.00026462958,0.000065886714,0.0028878676],"study_design_scores_gemma":[0.0073911524,0.039605718,0.9516944,0.00032147457,0.00012367386,0.00003099421,0.00046280774,0.00007061577,0.00011827368,0.000046644105,0.000006265951,0.00012797535],"about_ca_topic_score_codex":0.0007767378,"about_ca_topic_score_gemma":0.0000679462,"teacher_disagreement_score":0.026177444,"about_ca_system_score_codex":0.00048361544,"about_ca_system_score_gemma":0.00042576488,"threshold_uncertainty_score":0.74020714},"labels":[],"label_agreement":null},{"id":"W2909162336","doi":"10.2196/12207","title":"An Argument Against Cross-Platform Development: Lessons From an Augmented Reality App Prototype for Rural Emergency Responders","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; Centers for Disease Control and Prevention; Marshfield Clinic Research Institute","keywords":"Argument (complex analysis); Augmented reality; Computer science; Human–computer interaction; Medical emergency; Psychology; Medicine","score_opus":0.06481603164428038,"score_gpt":0.3762342686444344,"score_spread":0.31141823700015403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909162336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99407876,0.00017294032,0.000018914741,0.002235897,0.0002485463,0.0025075444,0.0002932958,0.00013602531,0.00030810307],"genre_scores_gemma":[0.99464655,0.00028498672,0.0002664182,0.0013467303,0.00029256276,0.00031632654,0.0025683853,0.0000035309984,0.00027451484],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977073,0.000098389224,0.00059018756,0.0005954779,0.00027815223,0.00073049957],"domain_scores_gemma":[0.9987333,0.00005747354,0.00026763265,0.00014685366,0.00011384664,0.00068089605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000629234,0.00027217582,0.00033517167,0.000018481613,0.00076739467,0.000067333895,0.00026524498,0.00021502892,0.0001796914],"category_scores_gemma":[0.000004984346,0.00011258051,0.000065260945,0.0002286456,0.00003975266,0.00040182748,0.000040810228,0.00020577118,0.00002658766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068452205,0.0019658683,0.20041639,0.0008560466,0.00008723222,0.0000034781533,0.0065784254,0.000017841858,0.041493516,0.0037365365,0.0029941318,0.7350053],"study_design_scores_gemma":[0.00068185834,0.0013053031,0.94992995,0.000022683555,0.000011711067,0.0000011849611,0.0013250185,0.00011866087,0.00010742832,0.00058581965,0.045589555,0.00032081737],"about_ca_topic_score_codex":0.0007419574,"about_ca_topic_score_gemma":0.0021584434,"teacher_disagreement_score":0.74951357,"about_ca_system_score_codex":0.000116424046,"about_ca_system_score_gemma":0.00010982701,"threshold_uncertainty_score":0.5902257},"labels":[],"label_agreement":null},{"id":"W2909248124","doi":"10.2196/10418","title":"How Well iPhones Measure Steps in Free-Living Conditions: Cross-Sectional Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pedometer; Smartphone app; Spearman's rank correlation coefficient; Waist; Medicine; Limits of agreement; Activity monitor; Physical activity; Statistics; Physical therapy; Mathematics; Computer science; Body mass index; Internal medicine","score_opus":0.08520706137414956,"score_gpt":0.406597133969036,"score_spread":0.32139007259488644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909248124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152046,0.00033289925,0.000023252043,0.0049853255,0.0004271453,0.0018392133,0.000037720656,0.00007238951,0.00076161063],"genre_scores_gemma":[0.9972233,0.00015382246,0.000058626134,0.0008880976,0.00039145874,0.00010803032,0.00004285664,0.000021806505,0.0011119618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788105,0.00023304211,0.00039840356,0.00047769432,0.00048007508,0.0005297145],"domain_scores_gemma":[0.9986456,0.00025806174,0.00018748635,0.00034190263,0.00011685455,0.0004501043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091774296,0.00018072462,0.00048445605,0.00021575876,0.00024711541,0.00007268201,0.00007984133,0.00014774468,0.00010619583],"category_scores_gemma":[0.000108595115,0.00016775109,0.00005052708,0.0003403659,0.00006497481,0.0004443168,0.000044875036,0.000615893,0.000057477333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029819098,0.0022621728,0.9925849,0.0017517989,0.000013825015,0.0000057583175,0.0008401972,0.000005415469,0.00010151945,0.00071404374,0.0005013747,0.00092083996],"study_design_scores_gemma":[0.002793866,0.0015746747,0.99291754,0.00018611962,0.000018699526,0.00002785421,0.00077936373,0.0001324495,0.000018673747,0.00076752156,0.00065204606,0.00013121853],"about_ca_topic_score_codex":0.00073111954,"about_ca_topic_score_gemma":0.00039550036,"teacher_disagreement_score":0.005702896,"about_ca_system_score_codex":0.00027653013,"about_ca_system_score_gemma":0.0005935563,"threshold_uncertainty_score":0.68406904},"labels":[],"label_agreement":null},{"id":"W2909346415","doi":"10.2196/12425","title":"An Ecological Approach to Smart Homes for Health Care Services: Conceptual Framework of a Smart Servicescape Wheel","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Education; National Research Foundation","keywords":"Servicescape; Social ecological model; Conceptual framework; Health care; Psychology; Computer science; Business; Architectural engineering; Process management; Sociology; Medicine; Marketing; Engineering; Service (business); Political science","score_opus":0.04398244802239519,"score_gpt":0.35004774825867313,"score_spread":0.3060653002362779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909346415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93455935,0.001273233,0.053628605,0.004204476,0.0007894624,0.0045109545,0.00018803788,0.0002964199,0.000549466],"genre_scores_gemma":[0.9632315,0.000057369023,0.022229224,0.013783373,0.00016556814,0.0004069634,0.000067480156,0.000028036628,0.000030458867],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962778,0.0004524406,0.0007677338,0.0010883645,0.00045326992,0.0009603572],"domain_scores_gemma":[0.99661714,0.00043069743,0.00055806694,0.00093390857,0.0003218303,0.0011383364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010388207,0.0003335941,0.0009548762,0.00023847897,0.00032451912,0.0001312382,0.00087654544,0.00028050237,0.000014548698],"category_scores_gemma":[0.000017134213,0.00030449382,0.00010432815,0.00059972156,0.000057969188,0.0005818085,0.0002014824,0.00035062927,0.00003233272],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018087224,0.006805321,0.20994397,0.082176074,0.00019662418,0.0000054948305,0.2949714,0.00015078815,0.00009318432,0.09557926,0.0049672443,0.30330193],"study_design_scores_gemma":[0.012462034,0.035476927,0.68870586,0.0025275857,0.00009938915,0.0001738832,0.0994073,0.05452768,0.00013899383,0.0029895382,0.1000925,0.0033982974],"about_ca_topic_score_codex":0.0006720322,"about_ca_topic_score_gemma":0.0006530139,"teacher_disagreement_score":0.4787619,"about_ca_system_score_codex":0.00020728275,"about_ca_system_score_gemma":0.0009535148,"threshold_uncertainty_score":0.9999407},"labels":[],"label_agreement":null},{"id":"W2909558125","doi":"10.2196/12609","title":"Initial Assessment of a Comprehensive Digital Smoking Cessation Program That Incorporates a Mobile App, Breath Sensor, and Coaching: Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Smoking cessation; Coaching; Cohort; Medicine; mHealth; Psychology; Psychiatry; Psychological intervention","score_opus":0.06232829429323756,"score_gpt":0.41748521102459074,"score_spread":0.3551569167313532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909558125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99466467,0.000084630534,0.00002838857,0.000081413295,0.00013440971,0.0044332254,0.00003167902,0.0001015701,0.00043999258],"genre_scores_gemma":[0.9990173,0.000084558924,0.00013220291,0.00013189383,0.000066387525,0.00030007446,0.00021875201,0.000023972458,0.000024886527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829614,0.00010714361,0.00042200944,0.00039947045,0.000487011,0.0002881948],"domain_scores_gemma":[0.9988878,0.00010228961,0.00037444764,0.00022737366,0.00015257235,0.00025553966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038941397,0.00019406952,0.00052159204,0.00016482371,0.00014006336,0.00006639438,0.000039325907,0.00010919295,0.00001308343],"category_scores_gemma":[0.0000065503023,0.00016572798,0.00003386268,0.00018040063,0.00007709064,0.00020008563,0.00004506045,0.00030975463,4.4750652e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015018745,0.0009076725,0.9738245,0.00095590786,0.00003443824,0.000007323036,0.0012994464,0.0000030433646,0.00002104658,0.000043190037,0.00001384629,0.022739371],"study_design_scores_gemma":[0.0028912341,0.0034381223,0.9868569,0.00012936514,0.00017353908,0.000057798585,0.0057916082,0.00040156397,0.000016382855,0.000023751894,0.000093549614,0.00012619318],"about_ca_topic_score_codex":0.00032283226,"about_ca_topic_score_gemma":0.000008260098,"teacher_disagreement_score":0.022613177,"about_ca_system_score_codex":0.00011773154,"about_ca_system_score_gemma":0.00029577457,"threshold_uncertainty_score":0.67581904},"labels":[],"label_agreement":null},{"id":"W2909711840","doi":"10.2196/13080","title":"Evaluation of Self-Management Support Functions in Apps for People With Persistent Pain: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Self-management; Pain management; mHealth; Psychology; Medicine; Mobile apps; Computer science; Physical therapy; Psychological intervention; Nursing; World Wide Web; Artificial intelligence","score_opus":0.10635536234767004,"score_gpt":0.41857719960988965,"score_spread":0.31222183726221964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909711840","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000064494025,0.95352536,0.00038235946,0.00028838313,0.000064475396,0.044662785,0.00003543586,0.0001021514,0.00093259773],"genre_scores_gemma":[0.00012517648,0.9848132,0.00092083466,0.000719558,0.000053252665,0.012534801,0.00046511268,0.00005581966,0.00031221955],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9949511,0.0012070899,0.0016912082,0.00060284673,0.0010596706,0.00048807543],"domain_scores_gemma":[0.99694484,0.00032920548,0.0013571602,0.0007775508,0.00035099822,0.00024022811],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.016264252,0.0004053561,0.0037146462,0.00068782293,0.00006978655,0.000009735407,0.00014889227,0.00017818881,0.00001958691],"category_scores_gemma":[0.0002181398,0.0002939141,0.00035415773,0.00079675333,0.000020388232,0.000055092307,0.00004869654,0.00028594048,0.000010756904],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001625996,0.00021049763,0.00006909672,0.92985725,0.00027285336,0.000001494165,0.00007115236,2.3478569e-7,4.2745735e-10,0.00005364424,0.0056306813,0.06381681],"study_design_scores_gemma":[0.0016458425,0.002078575,0.00018258681,0.81246704,0.070098944,0.000044590302,0.00027832302,0.00042040896,1.4365029e-9,0.00001605384,0.112417445,0.00035018625],"about_ca_topic_score_codex":0.000021819802,"about_ca_topic_score_gemma":0.000022345013,"teacher_disagreement_score":0.11739023,"about_ca_system_score_codex":0.0010241261,"about_ca_system_score_gemma":0.001715706,"threshold_uncertainty_score":0.9999513},"labels":[],"label_agreement":null},{"id":"W2909727916","doi":"10.2196/mhealth.9626","title":"A Mobile App (WhiteTeeth) to Promote Good Oral Health Behavior Among Dutch Adolescents with Fixed Orthodontic Appliances: Intervention Mapping Approach","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; Intervention (counseling); Behavior change; Psychology; Applied psychology; Theory of planned behavior; Intervention mapping; Health promotion; Tooth brushing; Medical education; Medicine; Clinical psychology; Computer science; Public health; Nursing; Control (management); Social psychology; Psychological intervention; Human–computer interaction; Engineering","score_opus":0.09663757511605152,"score_gpt":0.4526438653829215,"score_spread":0.35600629026687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909727916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9397937,0.0013408279,0.018998627,0.0013910471,0.0008610403,0.035109494,0.00017140679,0.0008459887,0.0014878889],"genre_scores_gemma":[0.9157441,0.0005829698,0.019038443,0.008864,0.001027153,0.053029817,0.00023726324,0.00018074566,0.0012954742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9894798,0.0014115667,0.0027609763,0.0018912298,0.00085672725,0.0035997434],"domain_scores_gemma":[0.991867,0.000107143,0.0017120665,0.0012936451,0.0005997867,0.0044203745],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036442496,0.00079722336,0.0014639932,0.00065468147,0.0039117895,0.000060755607,0.00056189,0.00055930956,0.00010862735],"category_scores_gemma":[0.000076732074,0.00069757696,0.00013925355,0.0018424577,0.0003777023,0.0003473708,0.0002805223,0.001905735,0.00033197564],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001256389,0.0020385084,0.5960258,0.032679778,0.000029215513,0.000006213453,0.013904448,0.0000038203034,0.000021020152,0.0011149566,0.010766658,0.34215313],"study_design_scores_gemma":[0.0068097524,0.0057521393,0.8265546,0.0041726925,0.00012302166,0.000041558767,0.010284202,0.00051026297,0.00000545441,0.00012263007,0.14462765,0.0009960574],"about_ca_topic_score_codex":0.0038121662,"about_ca_topic_score_gemma":0.0051589767,"teacher_disagreement_score":0.34115708,"about_ca_system_score_codex":0.0010844913,"about_ca_system_score_gemma":0.0027870345,"threshold_uncertainty_score":0.99954754},"labels":[],"label_agreement":null},{"id":"W2909777362","doi":"10.2196/12228","title":"Mobile Phone Ownership, Health Apps, and Tablet Use in US Adults With a Self-Reported History of Hypertension: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"mHealth; Helpfulness; Mobile phone; Medicine; Psychological intervention; Health care; Phone; Family medicine; Internet privacy; Gerontology; Psychology; Nursing; Computer science","score_opus":0.09048645262108056,"score_gpt":0.4014354513253875,"score_spread":0.3109489987043069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909777362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97678345,0.0054596593,0.0000119785045,0.00047705736,0.0007690161,0.015717432,0.00008873257,0.00020860975,0.00048406358],"genre_scores_gemma":[0.9792063,0.0056590335,0.0007692879,0.005220135,0.00019069707,0.0074109985,0.00013459193,0.00008699226,0.0013219308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921429,0.0010851632,0.002860794,0.0013628624,0.00073349604,0.0018147725],"domain_scores_gemma":[0.9940348,0.00077431893,0.0018749535,0.0009817173,0.00049307157,0.0018411066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029707854,0.00049700873,0.0013586461,0.0005896495,0.00072902796,0.000016817648,0.00019810867,0.00043019472,0.00019360735],"category_scores_gemma":[0.00009374367,0.00041590983,0.00005268586,0.0007375233,0.00019678667,0.00036393333,0.00013253752,0.0016126176,0.00005291909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002132448,0.0013489699,0.9753008,0.008617327,0.000029188584,0.000010454079,0.0067099435,0.000010512858,0.0000063644825,0.00030178158,0.0032355636,0.0022966661],"study_design_scores_gemma":[0.00998276,0.0030020506,0.9328635,0.00044837678,0.000030160816,0.00005675923,0.0027382628,0.00030768636,2.5555838e-7,0.000023938015,0.05024493,0.0003013569],"about_ca_topic_score_codex":0.021557534,"about_ca_topic_score_gemma":0.007061819,"teacher_disagreement_score":0.047009367,"about_ca_system_score_codex":0.0017854876,"about_ca_system_score_gemma":0.010368969,"threshold_uncertainty_score":0.9998293},"labels":[],"label_agreement":null},{"id":"W2909987240","doi":"10.2196/11412","title":"Digital Pain Drawings Can Improve Doctors’ Understanding of Acute Pain Patients: Survey and Pain Drawing Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutscher Akademischer Austauschdienst","keywords":"Physical therapy; Medicine; Likert scale; Test (biology); Visual analogue scale; Psychology","score_opus":0.03992171228563335,"score_gpt":0.3335409606604119,"score_spread":0.29361924837477854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909987240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867563,0.00015133912,0.010210831,0.0013356644,0.00010861658,0.0008310774,0.00014100852,0.000068981215,0.00039616445],"genre_scores_gemma":[0.9952974,0.00022965646,0.00023244834,0.003409659,0.00016018195,0.000015640018,0.00036365102,0.000029488236,0.00026190942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968945,0.0008430822,0.0006755088,0.00052507425,0.00037913927,0.0006827049],"domain_scores_gemma":[0.9976762,0.00083463266,0.00036388685,0.00033163335,0.00015221316,0.0006414457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008341495,0.0002722861,0.00070332637,0.000541044,0.00035155847,0.00008851417,0.00009372836,0.00012774477,0.000018088382],"category_scores_gemma":[0.00072522124,0.00023659867,0.000100137666,0.00093962566,0.00025827505,0.00017386174,0.000077338074,0.00022836498,0.000001091579],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002979542,0.00012862831,0.9691406,0.0010544313,0.00035705973,0.000004141606,0.0017869509,1.3495674e-7,0.000010491321,0.00013842784,0.0018084286,0.02527279],"study_design_scores_gemma":[0.0019082711,0.0023456144,0.9879779,0.00014542294,0.0005769265,3.4128746e-7,0.0013417539,0.0042232582,0.0000056742097,0.00026545848,0.00094600656,0.0002633775],"about_ca_topic_score_codex":0.000913983,"about_ca_topic_score_gemma":0.00070519047,"teacher_disagreement_score":0.025009412,"about_ca_system_score_codex":0.00026338117,"about_ca_system_score_gemma":0.00020287851,"threshold_uncertainty_score":0.96482134},"labels":[],"label_agreement":null},{"id":"W2910099044","doi":"10.2196/11458","title":"Women’s Attitudes Toward Self-Monitoring of Their Pregnancy Using Noninvasive Electronic Devices: Cross-Sectional Multicenter Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pregnancy; Medicine; Telemedicine; Cross-sectional study; Medical emergency; Population; Telehealth; Family medicine; Obstetrics; Health care","score_opus":0.1039266554390779,"score_gpt":0.46857734146481844,"score_spread":0.3646506860257405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910099044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985225,0.0024447944,0.000045739802,0.0001775901,0.0011293183,0.010384783,0.00006696774,0.00021347255,0.00031229123],"genre_scores_gemma":[0.9889932,0.002242883,0.00055589486,0.000824982,0.0005363622,0.0065431464,0.000022561326,0.00007951819,0.00020145379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931472,0.0007703481,0.002031275,0.0009923073,0.00054523145,0.0025136578],"domain_scores_gemma":[0.9954706,0.0007371937,0.0013137321,0.0007408993,0.0005254262,0.0012121736],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001958958,0.0004514206,0.0009117176,0.00032952192,0.001488689,0.000026642272,0.00035756902,0.00038336657,0.0002623024],"category_scores_gemma":[0.000052389183,0.0003984477,0.000093014736,0.00051977416,0.000084858286,0.0003109823,0.00018026482,0.0014778519,0.0001247193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030952526,0.0008457449,0.97344536,0.011557606,0.0000505747,0.0000011490046,0.01167759,0.000012717253,0.000028587268,0.00059465255,0.000021113396,0.0014553937],"study_design_scores_gemma":[0.00374803,0.0010274241,0.98317945,0.0005990906,0.000029609899,0.000004644678,0.00782854,0.00020220836,0.000009600682,0.000101267586,0.0030062182,0.00026392148],"about_ca_topic_score_codex":0.0008241867,"about_ca_topic_score_gemma":0.00019585744,"teacher_disagreement_score":0.010958515,"about_ca_system_score_codex":0.001895776,"about_ca_system_score_gemma":0.004947911,"threshold_uncertainty_score":0.99984676},"labels":[],"label_agreement":null},{"id":"W2910184197","doi":"10.2196/12419","title":"In-Home Cardiovascular Monitoring System for Heart Failure: Comparative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Blood pressure; Photoplethysmogram; Heart failure; Heart rate; Vital signs; Stroke (engine); Cardiology; Blood volume; Physical therapy; Internal medicine; Emergency medicine; Surgery","score_opus":0.048570820106654894,"score_gpt":0.3591928068578648,"score_spread":0.3106219867512099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910184197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99121475,0.0026339397,0.000057465837,0.00046815185,0.001284252,0.0041336482,0.000008605298,0.00008760492,0.00011160419],"genre_scores_gemma":[0.99861294,0.00011611449,0.00022197123,0.00012935825,0.00048967014,0.0002496252,0.00000921117,0.000027022796,0.00014411312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802005,0.000175251,0.0004271002,0.000493238,0.00040751736,0.00047686006],"domain_scores_gemma":[0.99885243,0.00007668319,0.00007175132,0.0004771254,0.00010307189,0.00041896163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010010661,0.00020761919,0.0010867633,0.00022838608,0.00014253659,0.00002039874,0.00004600807,0.000109342705,0.00000849974],"category_scores_gemma":[0.000009190664,0.00016998763,0.0003420404,0.00029449794,0.000023806748,0.00009526385,0.000023725885,0.00030679684,0.000045078872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069274975,0.00033058057,0.98871475,0.0040447842,0.0004215392,0.000014653144,0.0032591517,0.000065002656,0.000039245308,0.000101215126,0.001216211,0.0011001016],"study_design_scores_gemma":[0.008384592,0.0013727128,0.9274937,0.00020189735,0.0002854408,0.000114154296,0.0175405,0.00010705092,0.00005912513,0.0000038995568,0.044235274,0.00020168239],"about_ca_topic_score_codex":0.00035837115,"about_ca_topic_score_gemma":0.000026337291,"teacher_disagreement_score":0.061221093,"about_ca_system_score_codex":0.00032011798,"about_ca_system_score_gemma":0.00024720826,"threshold_uncertainty_score":0.69318944},"labels":[],"label_agreement":null},{"id":"W2910244894","doi":"10.2196/11941","title":"A Library of Analytic Indicators to Evaluate Effective Engagement with Consumer mHealth Apps for Chronic Conditions: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; SickKids Foundation; Hospital for Sick Children; Public Health Ontario","funders":"","keywords":"mHealth; Analytics; Psychological intervention; Mobile apps; User engagement; Computer science; Internet privacy; Psychology; Data science; World Wide Web; Medicine; Nursing","score_opus":0.06830615241867151,"score_gpt":0.49176090121532195,"score_spread":0.42345474879665046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910244894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6341679,0.12047834,0.0012884837,0.027424483,0.0011139084,0.20852518,0.0012662958,0.0006153514,0.005120054],"genre_scores_gemma":[0.68724126,0.12678353,0.0035413054,0.05436579,0.0004836399,0.12564121,0.00078019116,0.00023813853,0.00092495023],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99262303,0.0014730967,0.002302067,0.0011192369,0.0005682441,0.0019143078],"domain_scores_gemma":[0.9923756,0.0024854706,0.0016602379,0.0009990324,0.00030870154,0.0021709695],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040275273,0.00048770083,0.0016116229,0.0007381138,0.0014271465,0.000012742493,0.00032218118,0.000280225,0.0007696139],"category_scores_gemma":[0.0002286258,0.00040644163,0.00011573715,0.0015444085,0.00015170386,0.00025635835,0.00014508146,0.0010540563,0.00026170013],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015792451,0.0004842375,0.06768299,0.7748764,0.0001215,0.0000018240476,0.0020085103,0.00002931606,0.000022744493,0.019136716,0.046599865,0.087456666],"study_design_scores_gemma":[0.025988927,0.015868016,0.29538116,0.34437016,0.0015632367,0.000030004774,0.0024579316,0.0008801485,0.000067424924,0.0018356611,0.30939814,0.0021591624],"about_ca_topic_score_codex":0.00018905019,"about_ca_topic_score_gemma":0.00020773386,"teacher_disagreement_score":0.43050623,"about_ca_system_score_codex":0.00061938004,"about_ca_system_score_gemma":0.011824429,"threshold_uncertainty_score":0.99987286},"labels":[],"label_agreement":null},{"id":"W2910568111","doi":"10.2196/11838","title":"Capturing Daily Disease Experiences of Adolescents With Chronic Pain: mHealth-Mediated Symptom Tracking","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Alberta; Toronto General Hospital; University Health Network; SickKids Foundation; Dalhousie University; Hospital for Sick Children","funders":"Hospital for Sick Children; Institute for Clinical Evaluative Sciences; IWK Health Centre; McMaster University","keywords":"mHealth; Chronic pain; Medicine; Quality of life (healthcare); Physical therapy; Activities of daily living; Psychological intervention; Psychiatry; Nursing","score_opus":0.02355466029735958,"score_gpt":0.3228897556011516,"score_spread":0.299335095303792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910568111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99231744,0.00353228,0.00033335597,0.0011402629,0.000118692216,0.0020283926,0.000008233715,0.0002691399,0.0002521774],"genre_scores_gemma":[0.99501747,0.0018842898,0.00031649414,0.002204884,0.00024311464,0.00018395625,0.000037000013,0.000041805783,0.000070973794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718726,0.00022488316,0.0006254457,0.0005716586,0.0005953109,0.0007954698],"domain_scores_gemma":[0.99792165,0.00010856101,0.0004305004,0.00048081446,0.000098637676,0.00095984834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011505898,0.00027739906,0.0005892906,0.0003205706,0.00013650909,0.00001905714,0.00015952744,0.0001098781,0.000034078446],"category_scores_gemma":[0.00008678191,0.0002274068,0.00005623937,0.00043388424,0.00013329517,0.00017920753,0.0000556395,0.0003759997,0.000010469908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008476631,0.00026571285,0.9666452,0.020737337,0.000016951955,0.000030149922,0.004096216,0.000002282661,0.00004038399,0.00005637346,0.0005443959,0.0067173797],"study_design_scores_gemma":[0.002561129,0.0016629914,0.98901266,0.002123211,0.00011580248,0.000008567355,0.0024398146,0.0010572553,0.00002294353,0.00002888976,0.0007073976,0.00025936853],"about_ca_topic_score_codex":0.00018238652,"about_ca_topic_score_gemma":0.000023053679,"teacher_disagreement_score":0.022367476,"about_ca_system_score_codex":0.0003032289,"about_ca_system_score_gemma":0.0010740429,"threshold_uncertainty_score":0.92733794},"labels":[],"label_agreement":null},{"id":"W2911073902","doi":"10.2196/12573","title":"The Characteristics and Quality of Mobile Phone Apps Targeted at Men Who Have Sex With Men in China: A Window of Opportunity for Health Information Dissemination?","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Mobile phone; Internet privacy; mHealth; Phone; China; Mobile apps; Quality (philosophy); Mobile technology; Psychology; Computer science; Advertising; Medicine; Mobile device; World Wide Web; Business; Telecommunications; Human immunodeficiency virus (HIV); Psychological intervention; Family medicine; Political science","score_opus":0.037313180726814554,"score_gpt":0.4278075125126656,"score_spread":0.390494331785851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911073902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97272795,0.0010165065,0.00028361275,0.0062712333,0.000075907796,0.0159568,0.0010296609,0.00004545106,0.002592844],"genre_scores_gemma":[0.98100895,0.0076649846,0.00025404533,0.0014087984,0.000072191564,0.0075126328,0.00059663935,0.000033517215,0.0014482201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99456745,0.0008255272,0.0027066902,0.00040130198,0.00042523208,0.0010738177],"domain_scores_gemma":[0.9936288,0.0015410437,0.0028851507,0.0005980173,0.00033347262,0.0010135322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057024714,0.00028471235,0.0010905188,0.00023256631,0.0012467266,0.000010454372,0.00018384676,0.00024799255,0.00003540015],"category_scores_gemma":[0.00023513133,0.00021051629,0.000038847713,0.00036300105,0.00019408466,0.0002529253,0.00010748397,0.0006041514,0.0000050813774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004618978,0.00045097846,0.74904966,0.054991536,0.00003603146,1.8365755e-7,0.031813547,0.000008559483,0.000077200166,0.008707676,0.019512298,0.13073334],"study_design_scores_gemma":[0.003606043,0.0010395306,0.96190166,0.0004514105,0.00001328203,0.000001981677,0.008888851,0.0020544175,0.000014848265,0.00018344414,0.021656021,0.00018853262],"about_ca_topic_score_codex":0.0032687904,"about_ca_topic_score_gemma":0.0014576087,"teacher_disagreement_score":0.21285196,"about_ca_system_score_codex":0.00044892926,"about_ca_system_score_gemma":0.0027050518,"threshold_uncertainty_score":0.9588939},"labels":[],"label_agreement":null},{"id":"W2911123511","doi":"10.2196/12535","title":"Mobile Health Features Supporting Self-Management Behavior in Patients With Chronic Arthritis: Mixed-Methods Approach on Patient Preferences","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Self-management; Disease; Medicine; Preference; Chronic disease; Disease management; Physical therapy; Psychology; Clinical psychology; Family medicine; Applied psychology; Health management system; Computer science; Alternative medicine; Nursing; Artificial intelligence; Psychological intervention; Internal medicine; Pathology","score_opus":0.0154876583118052,"score_gpt":0.3590921941330012,"score_spread":0.343604535821196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911123511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808529,0.010865129,0.000016334743,0.0001519393,0.0001384461,0.006696749,0.00002708893,0.000102889,0.0011484997],"genre_scores_gemma":[0.9715152,0.019091217,0.0068560718,0.00058411603,0.000038584894,0.0016504969,0.00015918164,0.000041671752,0.00006345584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964512,0.0003922174,0.0006753958,0.00068704615,0.00064904324,0.0011451072],"domain_scores_gemma":[0.9984043,0.00006214719,0.0003105544,0.00041149475,0.0000755656,0.0007359437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007954034,0.00030432077,0.0006928001,0.00035925928,0.0002262975,0.00004860718,0.000105730105,0.00010176285,0.00004585042],"category_scores_gemma":[0.000010224226,0.00022981263,0.00005071023,0.00032114558,0.000073439165,0.00013093675,0.000063701526,0.0005989038,0.000016376813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085429207,0.0018101063,0.21333796,0.00232219,0.000031020387,0.000008681439,0.002034576,0.0000064810997,0.0000010912156,0.0003620811,0.00043882398,0.7787927],"study_design_scores_gemma":[0.008258027,0.029932337,0.9533353,0.0010654922,0.000007468148,0.000022507204,0.0017011486,0.000057816,0.000014560071,0.000047513247,0.005287873,0.00026996678],"about_ca_topic_score_codex":0.00020348142,"about_ca_topic_score_gemma":0.00011914242,"teacher_disagreement_score":0.77852273,"about_ca_system_score_codex":0.00038465415,"about_ca_system_score_gemma":0.00065509975,"threshold_uncertainty_score":0.93714875},"labels":[],"label_agreement":null},{"id":"W2911212031","doi":"10.2196/12411","title":"Effective Engagement of Adolescent Asthma Patients With Mobile Health–Supporting Medication Adherence","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medication adherence; Asthma; Asthma medication; Mobile apps; Medicine; eHealth; Digital health; Mobile technology; Psychology; Mobile device; Health care; Computer science; Psychiatry; World Wide Web; Psychological intervention","score_opus":0.036555175017446734,"score_gpt":0.43858214022855196,"score_spread":0.40202696521110526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911212031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96526635,0.0013016437,0.00041874347,0.0015745936,0.0006516083,0.029276134,0.00013400627,0.0001653252,0.0012115876],"genre_scores_gemma":[0.97127694,0.0014141038,0.0010754168,0.0060333093,0.0001973518,0.019494914,0.00026446726,0.00006250011,0.00018101592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932561,0.0012704602,0.0021031846,0.00088918896,0.00075766305,0.0017234363],"domain_scores_gemma":[0.99386084,0.00069275993,0.002538068,0.00078707316,0.0004924614,0.0016288135],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033601199,0.00038155398,0.00096335274,0.00028653946,0.0012004292,0.00000747863,0.00025651327,0.00026468845,0.00038786288],"category_scores_gemma":[0.00010122252,0.0003144416,0.00006003524,0.00056268164,0.00013196487,0.00017428545,0.00013083071,0.001350629,0.00020788082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006300669,0.00072939345,0.64476454,0.02256103,0.000018134398,3.657618e-7,0.0034783364,0.000010253881,0.0000070194355,0.0026342329,0.004454427,0.32071218],"study_design_scores_gemma":[0.0044097286,0.004208888,0.91653264,0.0011948554,0.000022695853,0.0000011547193,0.0018229728,0.00012039789,0.00000630265,0.00010620554,0.07131959,0.00025460104],"about_ca_topic_score_codex":0.0008246371,"about_ca_topic_score_gemma":0.00019878242,"teacher_disagreement_score":0.32045758,"about_ca_system_score_codex":0.0006513157,"about_ca_system_score_gemma":0.0034038078,"threshold_uncertainty_score":0.99993074},"labels":[],"label_agreement":null},{"id":"W2911248070","doi":"10.2196/11933","title":"Impact of Use Frequency of a Mobile Diabetes Management App on Blood Glucose Control: Evaluation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministerio de Ciencia e Innovación; Generalitat de Catalunya","keywords":"Diabetes mellitus; Diabetes management; Mobile apps; Medicine; mHealth; Mobile technology; Blood Glucose Self-Monitoring; Computer science; Mobile device; Type 2 diabetes; Continuous glucose monitoring; Psychological intervention; Nursing; Type 1 diabetes; World Wide Web; Endocrinology","score_opus":0.062402409588098506,"score_gpt":0.4666840999206033,"score_spread":0.4042816903325048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911248070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683635,0.0011725136,0.000014069907,0.00018965325,0.00034588293,0.028276462,0.0002642518,0.0000890474,0.0012846016],"genre_scores_gemma":[0.98223674,0.0012231711,0.00022376502,0.0008961534,0.00011844286,0.015024521,0.000086643086,0.000053670858,0.00013686287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99338853,0.0015078756,0.002195418,0.00076019356,0.00084286084,0.001305103],"domain_scores_gemma":[0.9945944,0.0010811321,0.0016393189,0.0011449171,0.0005759449,0.0009642808],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039592255,0.00037684638,0.00111267,0.00050795305,0.0005186962,0.0000081336475,0.00025163306,0.00026172746,0.0004205276],"category_scores_gemma":[0.000116904026,0.0003117399,0.00014310327,0.0006614631,0.000081307495,0.00018018406,0.00007245472,0.0007220346,0.00010926957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050320505,0.0027788512,0.9620934,0.0071579255,0.00012685309,7.635696e-7,0.0016066297,0.00007285516,0.000113938455,0.0027203974,0.00078105653,0.022044105],"study_design_scores_gemma":[0.010361316,0.0063024126,0.9797943,0.0003753942,0.00032424816,6.018448e-7,0.0012075122,0.0005514169,0.000005604242,0.00043836018,0.00043764198,0.0002011726],"about_ca_topic_score_codex":0.0019490002,"about_ca_topic_score_gemma":0.0001677352,"teacher_disagreement_score":0.021842934,"about_ca_system_score_codex":0.00040511403,"about_ca_system_score_gemma":0.0019933206,"threshold_uncertainty_score":0.9999335},"labels":[],"label_agreement":null},{"id":"W2911364828","doi":"10.2196/13084","title":"Validity Evaluation of the Fitbit Charge2 and the Garmin vivosmart HR+ in Free-Living Environments in an Older Adult Cohort","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; Horizon 2020 Framework Programme; European Regional Development Fund; Science Foundation Ireland","keywords":"Cohort; Gerontology; Psychology; Medicine","score_opus":0.03869602118042341,"score_gpt":0.36188827388795247,"score_spread":0.32319225270752905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911364828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914319,0.0019186566,0.0000028936233,0.0023187178,0.0005550088,0.0019433709,0.000009708349,0.0000062228705,0.0018135367],"genre_scores_gemma":[0.9974379,0.0009227803,0.0000077987925,0.0011774108,0.00003561433,0.00014462831,0.0000060147536,0.000013654465,0.0002541849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715877,0.0013706386,0.0004232755,0.00034079488,0.00033494516,0.00037159785],"domain_scores_gemma":[0.99896544,0.00022118726,0.00020607491,0.00047621765,0.000022922288,0.00010814487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032215973,0.00013083973,0.00025832342,0.00009184627,0.00009384861,0.000008590847,0.00015755293,0.00018677818,0.00026733408],"category_scores_gemma":[0.000070259026,0.00008299732,0.000029301078,0.0001815998,0.00015579646,0.00008073067,0.000052862164,0.00038650134,0.000014461861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017237561,0.00034973607,0.97839123,0.0001178679,0.000015927657,3.4429993e-7,0.011619868,0.000022267632,0.0000053822955,0.00069236476,0.00050066656,0.0081119565],"study_design_scores_gemma":[0.0056152283,0.00010548255,0.98989064,0.00009717873,0.000059179973,0.0000038471303,0.0017325892,0.001593194,0.0000026012672,0.0006292379,0.00018652283,0.000084299536],"about_ca_topic_score_codex":0.00218181,"about_ca_topic_score_gemma":0.0012600994,"teacher_disagreement_score":0.011499396,"about_ca_system_score_codex":0.00007620233,"about_ca_system_score_gemma":0.00009695542,"threshold_uncertainty_score":0.33845323},"labels":[],"label_agreement":null},{"id":"W2911375412","doi":"10.2196/11497","title":"Achieving Sustainability and Scale-Up of Mobile Health Noncommunicable Disease Interventions in Sub-Saharan Africa: Views of Policy Makers in Ghana","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Technische Universität Berlin; Deutsche Forschungsgemeinschaft","keywords":"mHealth; Psychological intervention; Sustainability; Context (archaeology); Scale (ratio); Qualitative research; Health policy; Business; Medicine; Health care; Economic growth; Public relations; Political science; Nursing; Environmental health; Public health; Geography; Sociology; Economics","score_opus":0.07993518957556252,"score_gpt":0.4774691274733838,"score_spread":0.3975339378978213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911375412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445183,0.030899588,0.00004772184,0.007941378,0.0001982495,0.01536689,0.0002504587,0.000050419465,0.0007269886],"genre_scores_gemma":[0.96374243,0.026244096,0.00039893657,0.001304693,0.00006697062,0.00783355,0.00008321765,0.00004716989,0.0002789428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99133503,0.0021433383,0.003618622,0.0007678537,0.00035294046,0.0017822119],"domain_scores_gemma":[0.99412674,0.0010962518,0.0016117712,0.0011683471,0.0002621934,0.0017346978],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00568668,0.00035974602,0.0015753702,0.0010929577,0.0005421948,0.00000762616,0.00034438024,0.00028173954,0.00006568489],"category_scores_gemma":[0.0003896693,0.00035558615,0.00014162548,0.0016025966,0.00028611827,0.00022787905,0.0003149896,0.0013835472,0.000013870666],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013813475,0.0015792991,0.7251612,0.13751234,0.000011121363,0.0000015663609,0.013297183,0.00003960756,0.000019303698,0.007231395,0.0020085913,0.11175705],"study_design_scores_gemma":[0.006026387,0.0013038224,0.95039684,0.004458365,0.000026884189,0.0000023395112,0.013186642,0.000498899,0.0000018153831,0.0015069084,0.022251649,0.00033947456],"about_ca_topic_score_codex":0.013533467,"about_ca_topic_score_gemma":0.009619136,"teacher_disagreement_score":0.22523563,"about_ca_system_score_codex":0.0013372425,"about_ca_system_score_gemma":0.008223811,"threshold_uncertainty_score":0.9998896},"labels":[],"label_agreement":null},{"id":"W2911569592","doi":"10.2196/12081","title":"Effectiveness of Low Glycemic Index Diet Consultations Through a Diet Glycemic Assessment App Tool on Maternal and Neonatal Insulin Resistance: A Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; National Science Foundation","keywords":"Medicine; Glycemic; Insulin resistance; Overweight; Gestational diabetes; Glycemic index; Randomized controlled trial; Gestation; Obstetrics; Pregnancy; Internal medicine; Insulin; Body mass index","score_opus":0.014805169309859168,"score_gpt":0.3619446232872055,"score_spread":0.34713945397734636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911569592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9826458,0.0010380301,0.00031742337,0.0008441824,0.00019742314,0.013819693,0.000096888536,0.000033674733,0.0010069049],"genre_scores_gemma":[0.9944707,0.002399467,0.00038511294,0.0004228159,0.00006385205,0.0018007631,0.00012625025,0.000021265667,0.0003097294],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99697095,0.00065991393,0.0007957927,0.0004318204,0.00065655157,0.00048499627],"domain_scores_gemma":[0.9967041,0.0021730217,0.00038063145,0.00023317931,0.00020910696,0.00029995327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015209615,0.00023957899,0.0014961661,0.00020055007,0.00012795883,0.00003291418,0.000071922695,0.000105359686,0.000044768098],"category_scores_gemma":[0.00037253654,0.00017735153,0.00012879973,0.00019615635,0.00019841205,0.00010730041,0.00004960754,0.0003570724,0.00000873715],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9805049,0.0003040914,0.0012251255,0.00929872,0.0001890126,0.00000842173,0.0002495593,0.000012748741,0.000037178568,0.0070791133,0.00009023072,0.0010009499],"study_design_scores_gemma":[0.9363102,0.0074066226,0.05199778,0.0009186478,0.00012980678,0.0000029637445,0.0001315494,0.0010511702,0.000017451875,0.0017186266,0.00017906756,0.00013611327],"about_ca_topic_score_codex":0.00014086315,"about_ca_topic_score_gemma":0.000014058761,"teacher_disagreement_score":0.050772656,"about_ca_system_score_codex":0.00017150374,"about_ca_system_score_gemma":0.0007860858,"threshold_uncertainty_score":0.7232185},"labels":[],"label_agreement":null},{"id":"W2911706370","doi":"10.2196/12745","title":"A Smartphone App to Assist Smoking Cessation Among Aboriginal Australians: Findings From a Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"George Institute for Global Health; Cancer Institute NSW","keywords":"Smoking cessation; Randomized controlled trial; Smartphone app; mHealth; Medicine; Smartphone application; Physical therapy; Psychology; Psychological intervention; Computer science; Nursing; Multimedia; World Wide Web; Internal medicine","score_opus":0.04003297649472849,"score_gpt":0.378039805992429,"score_spread":0.3380068294977005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911706370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873721,0.0000866256,0.00022046894,0.0018554812,0.0013694523,0.008445508,0.000023934705,0.00013858464,0.0004878147],"genre_scores_gemma":[0.99556875,0.000113262424,0.00016017054,0.0012319555,0.00059934135,0.0011591611,0.0001806386,0.000034994126,0.00095172937],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.996902,0.00032728078,0.0009976848,0.00055689184,0.0006535561,0.00056261604],"domain_scores_gemma":[0.99808264,0.00042853077,0.00041081748,0.0003118149,0.00012352855,0.00064264634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001985727,0.0002943926,0.0016815577,0.0003086626,0.00021297736,0.00008787037,0.00008352451,0.00019892529,0.00038929],"category_scores_gemma":[0.00013930314,0.00023158717,0.00018500903,0.0003266449,0.000075899654,0.0001657888,0.000014244078,0.00046018595,0.000021064709],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7617215,0.00027648994,0.23483573,0.00025957712,0.000063367945,0.000005043191,0.001079627,0.0000017467596,0.00007582032,0.00020503423,0.0005912973,0.000884773],"study_design_scores_gemma":[0.5786158,0.0009320104,0.41917765,0.00020312773,0.00040251232,0.00000357427,0.0001389851,0.00007019025,0.000019920648,0.000058189555,0.00024173822,0.00013630922],"about_ca_topic_score_codex":0.0029868735,"about_ca_topic_score_gemma":0.000074166914,"teacher_disagreement_score":0.18434192,"about_ca_system_score_codex":0.0002931035,"about_ca_system_score_gemma":0.00053130795,"threshold_uncertainty_score":0.94438505},"labels":[],"label_agreement":null},{"id":"W2911714307","doi":"10.2196/10988","title":"Evaluating Motivational Interviewing and Habit Formation to Enhance the Effect of Activity Trackers on Healthy Adults’ Activity Levels: Randomized Intervention","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Motivational interviewing; Habit; Physical activity; Randomized controlled trial; Intervention (counseling); Physical therapy; Medicine; Behavior change; Pedometer; mHealth; BitTorrent tracker; Psychology; Physical medicine and rehabilitation; Psychological intervention; Social psychology; Internal medicine; Computer science","score_opus":0.09188612977454509,"score_gpt":0.4621567782162255,"score_spread":0.3702706484416804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911714307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98457587,0.00015629301,0.0011378948,0.009850633,0.0001468434,0.003963589,0.000017740576,0.000034101635,0.00011701116],"genre_scores_gemma":[0.99811643,0.00011693472,0.00017049808,0.0012094638,0.00011684085,0.00021796198,0.000010427005,0.000016672704,0.00002477216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99684405,0.0012685532,0.00059617165,0.00040836981,0.00046981304,0.0004130611],"domain_scores_gemma":[0.9967803,0.0019113866,0.00059723185,0.0002569582,0.00009387191,0.0003602621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043071858,0.00022789372,0.0010389708,0.00015414697,0.00025080162,0.00001869906,0.00006746976,0.00010169475,0.000019219811],"category_scores_gemma":[0.0005466425,0.00015021031,0.00014568468,0.00024624466,0.00009059705,0.00033512246,0.000050660678,0.00057537487,0.000010930607],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24213642,0.0006721063,0.0031514764,0.019047651,0.00004714185,3.9851108e-7,0.0037129128,0.000014461602,0.0017278211,0.00029144116,0.000056515582,0.72914165],"study_design_scores_gemma":[0.1542445,0.058480915,0.7038778,0.0073992433,0.0003050279,0.00003758674,0.0005077367,0.0603145,0.013675223,0.00052501756,0.00012124009,0.00051122194],"about_ca_topic_score_codex":0.00046889437,"about_ca_topic_score_gemma":0.000076767785,"teacher_disagreement_score":0.7286304,"about_ca_system_score_codex":0.00024449758,"about_ca_system_score_gemma":0.00017503713,"threshold_uncertainty_score":0.6125399},"labels":[],"label_agreement":null},{"id":"W2911861944","doi":"10.2196/11917","title":"Weight Loss Following Use of a Smartphone Food Photo Feature: Retrospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Medicine; Overweight; Body mass index; Calorie; Retrospective cohort study; Feature (linguistics); Food intake; Obesity; Demography; Internal medicine","score_opus":0.05005319664182685,"score_gpt":0.4128064293748364,"score_spread":0.3627532327330096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911861944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718824,0.0009953331,0.000055189557,0.0022629958,0.0016964987,0.021008493,0.00021305449,0.00022286226,0.0016631888],"genre_scores_gemma":[0.9825653,0.0017236259,0.0006125701,0.0043235566,0.00038619793,0.008331997,0.000101059246,0.00009977084,0.0018559676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99292815,0.00110847,0.0018610046,0.0012505474,0.000879103,0.0019727545],"domain_scores_gemma":[0.9943874,0.00090168713,0.0012709199,0.0013430093,0.0004100224,0.0016869704],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002793729,0.0005072987,0.0015840955,0.00040041286,0.0014298981,0.00001823879,0.00029945435,0.0005195496,0.00032498114],"category_scores_gemma":[0.00020770419,0.00045723465,0.0001697348,0.0010986384,0.00010184555,0.00033352798,0.00019013383,0.0018361583,0.00022073799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045199052,0.00059610733,0.9794442,0.0028397506,0.00006819901,0.0000052182313,0.0021380452,7.723993e-7,0.000016162117,0.0024487022,0.010269673,0.0017211486],"study_design_scores_gemma":[0.0041088862,0.0017577797,0.9432911,0.00025084877,0.00011775389,0.0000066385105,0.0011070262,0.000056576173,0.0000046773525,0.0002793335,0.04871622,0.0003031547],"about_ca_topic_score_codex":0.0022440301,"about_ca_topic_score_gemma":0.0012689959,"teacher_disagreement_score":0.03844655,"about_ca_system_score_codex":0.00076686696,"about_ca_system_score_gemma":0.0024723415,"threshold_uncertainty_score":0.9998701},"labels":[],"label_agreement":null},{"id":"W2911884741","doi":"10.2196/12289","title":"Effectiveness and Feasibility of a Remote Lifestyle Intervention by Dietitians for Overweight and Obese Adults: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innosuisse - Schweizerische Agentur für Innovationsförderung","keywords":"Overweight; Intervention (counseling); Medicine; Physical therapy; mHealth; Obesity; Gerontology; Family medicine; Psychological intervention; Nursing","score_opus":0.05819013728695954,"score_gpt":0.4614210815534807,"score_spread":0.4032309442665212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911884741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97163624,0.0035169793,0.0005440937,0.00094650534,0.00033505974,0.022390703,0.0003770177,0.00008248904,0.00017089814],"genre_scores_gemma":[0.9917261,0.0030408832,0.00047368786,0.0007776971,0.000113835464,0.0035657305,0.000080663835,0.000047303016,0.00017407286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99539346,0.001149673,0.0013282421,0.00091597287,0.0002510267,0.0009616579],"domain_scores_gemma":[0.99597555,0.0014080459,0.00074550824,0.00054656813,0.0002737883,0.0010505564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034639477,0.00031086925,0.00085040723,0.00015301793,0.0008696822,0.0000113692395,0.00012310798,0.00019889242,0.000043504686],"category_scores_gemma":[0.00020852538,0.0002803247,0.000046774952,0.00023435021,0.00012488215,0.00015931296,0.00012487583,0.00060474314,0.000012260591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007994318,0.002478342,0.8067809,0.09893812,0.000032208976,5.927645e-7,0.0031144826,2.2118536e-7,0.00009680419,0.0022451873,0.002022144,0.07629672],"study_design_scores_gemma":[0.013042791,0.013926729,0.9595678,0.001404539,0.00007426523,0.0000043367936,0.0030320738,0.00039165988,0.000005201165,0.0011071851,0.007185225,0.00025819484],"about_ca_topic_score_codex":0.0036148725,"about_ca_topic_score_gemma":0.0009773426,"teacher_disagreement_score":0.15278694,"about_ca_system_score_codex":0.00021704439,"about_ca_system_score_gemma":0.00056939985,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W2911964040","doi":"10.2196/18921","title":"Correction: Postvaccination Fever Response Rates in Children Derived Using the Fever Coach Mobile App: A Retrospective Observational Study","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy","keywords":"Observational study; Retrospective cohort study; Medicine; Pediatrics; Medical emergency; Emergency medicine; Internal medicine","score_opus":0.07513219117264124,"score_gpt":0.4086097530129287,"score_spread":0.33347756184028743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911964040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97852767,0.0019556698,0.00004334712,0.0066496995,0.0060790656,0.0063982364,0.000041790212,0.00017167065,0.00013284541],"genre_scores_gemma":[0.9811055,0.00045914325,0.00013834679,0.0043864218,0.0028856783,0.00047321164,0.0006915332,0.00013654037,0.009723625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956523,0.0010144175,0.0009955014,0.00082334894,0.0009653754,0.00054901943],"domain_scores_gemma":[0.99759585,0.0003677283,0.00071685005,0.0004704167,0.00041419594,0.00043499103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017884047,0.00046640573,0.0009851663,0.0003829733,0.00041649633,0.000044403776,0.0001700593,0.0004612582,0.00010615935],"category_scores_gemma":[0.0007308054,0.0003549397,0.00008302336,0.0010394735,0.00012516743,0.00015189925,0.00009132779,0.002266201,0.00000712672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051394566,0.0008171725,0.7236817,0.0005926895,0.00014666458,0.000030621646,0.008063893,0.000058046848,0.000047164085,0.000024515062,0.25985503,0.0015430641],"study_design_scores_gemma":[0.0036903452,0.0014864326,0.9822351,0.00038428928,0.00023248454,0.00016767993,0.002284061,0.003275433,0.000003148637,0.000027615164,0.005967378,0.00024607088],"about_ca_topic_score_codex":0.00073823816,"about_ca_topic_score_gemma":0.00013730195,"teacher_disagreement_score":0.2585534,"about_ca_system_score_codex":0.0014043023,"about_ca_system_score_gemma":0.0028294828,"threshold_uncertainty_score":0.99989027},"labels":[],"label_agreement":null},{"id":"W2911992314","doi":"10.2196/12578","title":"The Role of Data Type and Recipient in Individuals’ Perspectives on Sharing Passively Collected Smartphone Data for Mental Health: Cross-Sectional Questionnaire Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Cross-sectional study; Mental health; mHealth; Psychology; Medicine; Applied psychology; Psychological intervention; Psychiatry","score_opus":0.14118431915003976,"score_gpt":0.48707010064759954,"score_spread":0.3458857814975598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911992314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98615795,0.0039559677,0.0000032451528,0.002943548,0.0009698663,0.003440899,0.002244968,0.00003026925,0.00025330382],"genre_scores_gemma":[0.9981007,0.00014648716,0.000101543585,0.0002204824,0.000072082614,0.00017637933,0.0007527528,0.000025380794,0.00040421888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708986,0.00025446105,0.0008740131,0.00095047615,0.00027812493,0.00055308355],"domain_scores_gemma":[0.9978252,0.00028635978,0.00045493533,0.0010540592,0.00010843427,0.00027097657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002055172,0.00017838826,0.000334279,0.00018582708,0.00054728653,0.00008147357,0.00056631584,0.00008239972,0.000021580605],"category_scores_gemma":[0.00011585708,0.00014970133,0.000018488816,0.0004030784,0.00012836148,0.00029935737,0.0004809546,0.00030220742,0.000011937368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015130161,0.002193466,0.9561026,0.0004073513,0.000055783912,4.4542062e-7,0.0065291123,5.7751316e-7,9.286939e-7,0.014057573,0.0017887292,0.017350417],"study_design_scores_gemma":[0.0025118808,0.0041133217,0.9802573,0.00013894096,0.000006288013,0.000010297897,0.008897886,0.00024232024,4.4994127e-7,0.00070619455,0.003009213,0.00010595428],"about_ca_topic_score_codex":0.0010959344,"about_ca_topic_score_gemma":0.002081112,"teacher_disagreement_score":0.024154652,"about_ca_system_score_codex":0.000302458,"about_ca_system_score_gemma":0.00043119505,"threshold_uncertainty_score":0.6104643},"labels":[],"label_agreement":null},{"id":"W2912192684","doi":"10.2196/10930","title":"Research-Tested Mobile Apps for Breast Cancer Care: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; PsycINFO; Breast cancer; Medicine; Survivorship curve; Health care; MEDLINE; Population; Family medicine; Cancer; Nursing; Environmental health","score_opus":0.16665811514451356,"score_gpt":0.5180001746425932,"score_spread":0.3513420594980796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912192684","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046524883,0.96515214,0.0000016452773,0.0005863374,0.0007335533,0.031038597,0.0020454167,0.00008540894,0.00035224372],"genre_scores_gemma":[0.000049029793,0.97276527,0.000013650532,0.0018714397,0.0006385378,0.022536203,0.0006156061,0.00015233849,0.0013579235],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99464285,0.00081605394,0.0016041376,0.00096213084,0.00078596355,0.0011888898],"domain_scores_gemma":[0.9955806,0.00069478544,0.000768289,0.0011370104,0.00077698147,0.0010423189],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022044224,0.0006015238,0.0058615254,0.00039403315,0.00029712328,0.000042659023,0.00027634238,0.0004962057,0.00007204894],"category_scores_gemma":[0.00008441761,0.00042131764,0.0005926616,0.0009539809,0.000104284474,0.00005701694,0.000086683445,0.0012131843,0.00008126291],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033982258,0.00003539036,0.0000036663669,0.71199614,0.00006310807,0.0000034716609,0.00023817492,7.4406628e-9,3.217362e-9,0.000067770765,0.005565562,0.28199273],"study_design_scores_gemma":[0.00031017547,0.000319069,0.0000078551875,0.5086085,0.0030272244,0.00014996227,0.00026253582,7.2953463e-7,5.976882e-9,0.0000022542129,0.48712188,0.00018981069],"about_ca_topic_score_codex":0.0009964281,"about_ca_topic_score_gemma":0.00048901,"teacher_disagreement_score":0.48155633,"about_ca_system_score_codex":0.0013563382,"about_ca_system_score_gemma":0.0065736566,"threshold_uncertainty_score":0.99982387},"labels":[],"label_agreement":null},{"id":"W2912196541","doi":"10.2196/12326","title":"Development of the Top Tips Habit-Based Weight Loss App and Preliminary Indications of Its Usage, Effectiveness, and Acceptability: Mixed-Methods Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Cancer Research UK; World Health Organization","keywords":"Habit; Weight loss; Psychology; Computer science; Medicine; Social psychology; Obesity","score_opus":0.07423252806208978,"score_gpt":0.4615637622060055,"score_spread":0.3873312341439157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912196541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99357486,0.002104116,0.00020169062,0.00040423332,0.0004485274,0.003045885,0.000054375014,0.000023427481,0.00014289205],"genre_scores_gemma":[0.99682504,0.000048081813,0.0024647792,0.00014913404,0.000020459518,0.00038816812,0.000010013897,0.000018084127,0.000076225406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689007,0.0012757172,0.00078830554,0.0004637639,0.00018932688,0.00039281536],"domain_scores_gemma":[0.9982409,0.00043809682,0.00044641926,0.00046467053,0.00009947912,0.00031044625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021859661,0.00019000084,0.000464127,0.00015772782,0.0003082202,0.000009000815,0.00016579925,0.000105746876,0.00017276207],"category_scores_gemma":[0.000038072638,0.00014368194,0.000039760747,0.00030831379,0.0001921343,0.00007895408,0.000119545475,0.0003207396,0.0000060584784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074743264,0.0023789592,0.816465,0.002676857,0.000020220226,3.0347036e-7,0.0025119323,1.7314481e-7,0.000044755816,0.0006593408,0.00009070648,0.17440428],"study_design_scores_gemma":[0.0019993433,0.003407629,0.9922821,0.00013474615,0.000054459535,0.000004383285,0.0007610936,0.000012798867,0.0001147292,0.000050147926,0.0010676837,0.000110879344],"about_ca_topic_score_codex":0.0002291254,"about_ca_topic_score_gemma":0.00014030034,"teacher_disagreement_score":0.17581707,"about_ca_system_score_codex":0.00006407037,"about_ca_system_score_gemma":0.00048770505,"threshold_uncertainty_score":0.58591795},"labels":[],"label_agreement":null},{"id":"W2912331643","doi":"10.2196/11603","title":"Factors Influencing Exercise Engagement When Using Activity Trackers: Nonrandomized Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Robert Wood Johnson Foundation","keywords":"Activity tracker; BitTorrent tracker; Physical activity; Psychology; Tracking (education); Applied psychology; Influencer marketing; Physical medicine and rehabilitation; Medicine; Computer science; Eye tracking","score_opus":0.20587631556216235,"score_gpt":0.4221796999033838,"score_spread":0.21630338434122143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912331643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384946,0.00017751486,0.000051823594,0.00062351156,0.00022753247,0.0046781944,0.000013261818,0.000120405515,0.00025831113],"genre_scores_gemma":[0.998509,0.00016520321,0.00022306418,0.0007114375,0.00018272127,0.000066091,0.000008818413,0.0000411525,0.00009254428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701655,0.00042570816,0.00053585815,0.0006418374,0.0005294168,0.0008506018],"domain_scores_gemma":[0.99780875,0.00033026029,0.00032263025,0.00045878848,0.00007837017,0.001001209],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012244445,0.00035571464,0.0013702384,0.00020376121,0.0004461611,0.000040216786,0.000095866446,0.00008664514,0.00010160849],"category_scores_gemma":[0.00005259077,0.00027885573,0.00008949959,0.00023815912,0.000056619883,0.00036616938,0.00007773678,0.0008977176,0.000028817265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07729873,0.059703026,0.67790025,0.024814958,0.00044339133,0.000061088744,0.082815714,0.00004377168,0.014191142,0.00029286227,0.000628933,0.06180616],"study_design_scores_gemma":[0.034143638,0.018330108,0.93807507,0.00062504143,0.00049878174,0.0000094771385,0.005575739,0.0013921774,0.0003147319,0.0002243979,0.00030911207,0.0005017375],"about_ca_topic_score_codex":0.0025035443,"about_ca_topic_score_gemma":0.00011486984,"teacher_disagreement_score":0.26017484,"about_ca_system_score_codex":0.00041601664,"about_ca_system_score_gemma":0.00088684063,"threshold_uncertainty_score":0.9999664},"labels":[],"label_agreement":null},{"id":"W2912376688","doi":"10.2196/12349","title":"Impact of Training and Integration of Apps Into Dietetic Practice on Dietitians’ Self-Efficacy With Using Mobile Health Apps and Patient Satisfaction","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Sydney; Australian Government","keywords":"mHealth; Medicine; Intervention (counseling); Usability; Health care; Mobile apps; Nursing; Family medicine; Medical education; Psychological intervention; World Wide Web","score_opus":0.07100414244052224,"score_gpt":0.46673013904437577,"score_spread":0.39572599660385355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912376688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986011,0.0026015134,0.00023648849,0.0011247615,0.00015456734,0.009417975,0.00007069386,0.00008141531,0.0003015825],"genre_scores_gemma":[0.9826311,0.008945169,0.005287483,0.0013750532,0.00008540678,0.0015764884,0.000034304143,0.00005517438,0.000009863086],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9953993,0.000901767,0.0015848386,0.0006975194,0.00044720687,0.0009693626],"domain_scores_gemma":[0.99478215,0.0012781995,0.0019623605,0.0004812539,0.00034401164,0.0011520461],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012693581,0.00037438647,0.0009853862,0.00036072196,0.0009050737,0.000012458993,0.000070288515,0.00023341572,0.000029932611],"category_scores_gemma":[0.00012904711,0.00029720415,0.000048567512,0.00048495896,0.00015196424,0.0002815071,0.00005759729,0.00093449425,0.0000059350896],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035245568,0.0017345711,0.12074994,0.020804344,0.000100342266,0.0000013788326,0.060497772,0.00015580733,0.00030470482,0.005118916,0.0003656821,0.78664196],"study_design_scores_gemma":[0.006390225,0.037750836,0.9190041,0.0036296407,0.00015640949,0.000043107386,0.024822611,0.0028357683,0.000011622677,0.00032930233,0.0045085745,0.00051782886],"about_ca_topic_score_codex":0.008181606,"about_ca_topic_score_gemma":0.00046071626,"teacher_disagreement_score":0.79825413,"about_ca_system_score_codex":0.0005748051,"about_ca_system_score_gemma":0.0031032746,"threshold_uncertainty_score":0.999948},"labels":[],"label_agreement":null},{"id":"W2912517729","doi":"10.2196/11832","title":"Effect of Serial Anthropometric Measurements and Motivational Text Messages on Weight Reduction Among Workers: Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Western Sydney University","keywords":"Randomized controlled trial; Anthropometry; mHealth; Reduction (mathematics); Psychology; Medicine; Physical therapy; Mathematics; Psychological intervention; Internal medicine; Nursing","score_opus":0.05479761912101389,"score_gpt":0.4295575909366423,"score_spread":0.3747599718156284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912517729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94550985,0.0016368984,0.000040172046,0.0018756068,0.0027253353,0.04481668,0.00002768176,0.00011242445,0.003255322],"genre_scores_gemma":[0.9742324,0.0043000462,0.00014487568,0.00050779915,0.0010666617,0.018655647,0.0000731419,0.000056352084,0.0009631198],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98933154,0.005184347,0.0026195867,0.0008399122,0.0008755622,0.0011490784],"domain_scores_gemma":[0.99040973,0.005564829,0.0021288549,0.0005212702,0.00031370283,0.0010615889],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01129912,0.00047734918,0.0028135194,0.0008334013,0.0011157781,0.000016122009,0.00016344467,0.0004090637,0.00035982562],"category_scores_gemma":[0.0012340373,0.00034327275,0.00018223895,0.00075288326,0.0003456868,0.00020859137,0.000064179694,0.000998159,0.0000653483],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.963162,0.0004786656,0.01757958,0.005321673,0.00007166425,2.545665e-7,0.00047009345,0.000008705707,0.000030795945,0.0016542823,0.0020317256,0.009190573],"study_design_scores_gemma":[0.96123224,0.007014677,0.029288271,0.0006252431,0.00021427353,0.0000022542367,0.00028285,0.00014968128,0.00002491146,0.00025649453,0.0006646058,0.0002445046],"about_ca_topic_score_codex":0.00063879305,"about_ca_topic_score_gemma":0.000024736819,"teacher_disagreement_score":0.028722478,"about_ca_system_score_codex":0.00031976582,"about_ca_system_score_gemma":0.0013673784,"threshold_uncertainty_score":0.99990195},"labels":[],"label_agreement":null},{"id":"W2912559719","doi":"10.2196/10923","title":"The Twazon Arabic Weight Loss App: App-Based Intervention for Saudi Women With Obesity","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Overweight; Weight loss; mHealth; Psychological intervention; Obesity; Anthropometry; Population; Attrition; Physical therapy; Gerontology; Intervention (counseling); Environmental health; Nursing","score_opus":0.0334850819620264,"score_gpt":0.40867049575543013,"score_spread":0.37518541379340375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912559719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952833,0.0021511312,0.003941527,0.017359408,0.0012063306,0.0203201,0.0001620745,0.00044002786,0.0015864081],"genre_scores_gemma":[0.94761395,0.002273605,0.0007368961,0.009929874,0.00066833413,0.035457935,0.00016051692,0.00009551068,0.0030633635],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99384224,0.0007341798,0.0014913428,0.00090538734,0.00046320783,0.0025636335],"domain_scores_gemma":[0.99412113,0.0016970576,0.0011195005,0.0009978242,0.00040073213,0.0016637734],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038525553,0.00042515295,0.0007283358,0.00018916652,0.0039362735,0.0000324023,0.0003789392,0.00039067384,0.00017624036],"category_scores_gemma":[0.00009798111,0.00028781072,0.00009378466,0.00051690714,0.00019276445,0.00016815159,0.000077841665,0.001193594,0.00028222258],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017296895,0.001741225,0.47236353,0.07464551,0.00009920538,0.0000036900608,0.0053997957,0.000039702896,0.000028152956,0.07427726,0.06835353,0.2857515],"study_design_scores_gemma":[0.009422508,0.0022222116,0.25214654,0.00059406355,0.00004987142,0.0000063843686,0.0017388131,0.0010813836,0.0000049105383,0.0028167323,0.7295106,0.00040597387],"about_ca_topic_score_codex":0.00043861204,"about_ca_topic_score_gemma":0.0011585528,"teacher_disagreement_score":0.6611571,"about_ca_system_score_codex":0.0009136771,"about_ca_system_score_gemma":0.0028054882,"threshold_uncertainty_score":0.9999574},"labels":[],"label_agreement":null},{"id":"W2912735570","doi":"10.2196/10809","title":"Quality of Blood Pressure Tracking Apps for the iPhone: Content Analysis and Evaluation of Adherence With Home Blood Pressure Measurement Best Practices","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Alberta","funders":"Faculty of Pharmacy and Pharmaceutical Sciences, University of Alberta; Lawson Foundation; University of Alberta; Alberta Health Services","keywords":"Checklist; Interquartile range; Medicine; mHealth; Blood pressure; Tracking (education); Quality (philosophy); Psychology; Nursing; Surgery; Internal medicine; Psychological intervention","score_opus":0.36091176622703225,"score_gpt":0.5151704966760454,"score_spread":0.15425873044901317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912735570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9109926,0.06400212,0.0004879419,0.0040778355,0.00017174642,0.019507606,0.0004441669,0.000043099248,0.00027288188],"genre_scores_gemma":[0.98591506,0.0053028716,0.0006135991,0.0008471536,0.0001256673,0.0070173084,0.00004422186,0.000030414481,0.00010372441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993401,0.0016131196,0.0019674955,0.0007591904,0.0014007606,0.00085842423],"domain_scores_gemma":[0.98941004,0.002229388,0.004719842,0.00080235145,0.0021399073,0.0006984776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011231184,0.00030179138,0.0010903047,0.0001911035,0.0008882736,0.000015195065,0.00025911684,0.00028934766,0.00009367468],"category_scores_gemma":[0.00079384266,0.00020621407,0.00010074137,0.0007388605,0.00016004103,0.00020419761,0.00006502019,0.0006655481,0.0000022829145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042891195,0.001816044,0.80972546,0.095037274,0.003652931,2.043992e-7,0.010354045,0.0004572975,0.0014382962,0.0051742033,0.0003573748,0.06769774],"study_design_scores_gemma":[0.013413284,0.0029984473,0.92861605,0.00086985086,0.03253838,0.000003325806,0.0089433715,0.005289717,0.00016130049,0.00018263042,0.0065811244,0.0004025179],"about_ca_topic_score_codex":0.005967068,"about_ca_topic_score_gemma":0.0027084984,"teacher_disagreement_score":0.118890576,"about_ca_system_score_codex":0.000028016351,"about_ca_system_score_gemma":0.0030770092,"threshold_uncertainty_score":0.90204614},"labels":[],"label_agreement":null},{"id":"W2912925624","doi":"10.2196/11190","title":"Middle-Aged Men With HIV Have Diminished Accelerometry-Based Activity Profiles Despite Similar Lab-Measured Gait Speed: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Aging","keywords":"Medicine; Gait; Human immunodeficiency virus (HIV); Physical medicine and rehabilitation; Gerontology; Physical therapy; Immunology","score_opus":0.09441970802342171,"score_gpt":0.36558666945269347,"score_spread":0.27116696142927177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912925624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837755,0.0003463484,0.000053955555,0.005033797,0.000070686794,0.007670034,0.0000976138,0.00022049608,0.0027315912],"genre_scores_gemma":[0.9952633,0.000111240435,0.0010242013,0.001464826,0.00009791136,0.00040546028,0.00015176745,0.00009004531,0.0013912565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615926,0.00037543604,0.0006835057,0.0009947746,0.0007338331,0.0010532232],"domain_scores_gemma":[0.9967606,0.0002287511,0.00047449922,0.0009922776,0.00025148448,0.0012923711],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082633505,0.00050065847,0.0010046317,0.00044353,0.0005935379,0.000054422537,0.000166251,0.00015661011,0.00016543489],"category_scores_gemma":[0.000041972206,0.00038317216,0.000059870104,0.0006889836,0.000097286604,0.00016972313,0.00004824361,0.00076989376,0.00016339864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007019267,0.008091539,0.97496563,0.003304805,0.00018077661,0.000051938423,0.0016643807,0.000018150633,0.0002608143,0.000031924377,0.0015095153,0.0029012288],"study_design_scores_gemma":[0.014627316,0.01748775,0.96436566,0.00040897087,0.00029938016,0.000027901211,0.0007983331,0.0010542038,0.00009461027,0.000013778871,0.0005035172,0.00031858875],"about_ca_topic_score_codex":0.00063460687,"about_ca_topic_score_gemma":0.00019111537,"teacher_disagreement_score":0.011487815,"about_ca_system_score_codex":0.00043331887,"about_ca_system_score_gemma":0.0014291765,"threshold_uncertainty_score":0.999862},"labels":[],"label_agreement":null},{"id":"W2912966298","doi":"10.2196/11833","title":"A Two-Way Interactive Text Messaging Application for Low-Income Patients with Chronic Medical Conditions: Design-Thinking Development Approach","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Health and Human Services","keywords":"Short Message Service; mHealth; Text messaging; Computer science; Mobile phone; Phone; Multimedia; World Wide Web; Medicine; Nursing; Psychological intervention","score_opus":0.0360305241284592,"score_gpt":0.41887704385619495,"score_spread":0.38284651972773576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912966298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7595715,0.0013489241,0.17605688,0.0042504603,0.00078023475,0.053523567,0.00016569823,0.0006279004,0.0036748745],"genre_scores_gemma":[0.93193114,0.00030067566,0.013563255,0.0059565087,0.00038079757,0.04663408,0.00086869695,0.00010448565,0.00026036293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939276,0.000629708,0.0016584243,0.0011131413,0.0008498641,0.0018212899],"domain_scores_gemma":[0.99446636,0.0015341459,0.0011491966,0.0006482539,0.00049990625,0.0017021509],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028440736,0.0004576589,0.0007993694,0.00035567879,0.0027145306,0.000025035317,0.00038111323,0.0004043817,0.0001976347],"category_scores_gemma":[0.00011789076,0.00038291924,0.000055771783,0.00052641664,0.000118061085,0.0003013531,0.000136384,0.0013524662,0.00023412266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042960783,0.0029079684,0.53515625,0.07258152,0.00018055788,0.0000024079168,0.015510052,0.00027689134,0.0000233349,0.09526116,0.0057996726,0.2680041],"study_design_scores_gemma":[0.03273937,0.002022436,0.79543906,0.003881421,0.0001659796,0.000017790977,0.00294307,0.01879775,0.00001991769,0.0030180523,0.1393932,0.0015619618],"about_ca_topic_score_codex":0.00025017693,"about_ca_topic_score_gemma":0.00024451714,"teacher_disagreement_score":0.26644212,"about_ca_system_score_codex":0.0015720032,"about_ca_system_score_gemma":0.007857464,"threshold_uncertainty_score":0.99986225},"labels":[],"label_agreement":null},{"id":"W2913027412","doi":"10.2196/10978","title":"Design, Development, and Evaluation of an Injury Surveillance App for Cricket: Protocol and Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sports injuries and prevention","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cricket; Injury surveillance; Workload; Protocol (science); Mobile apps; Qualitative research; Health surveillance; Computer security; Medical emergency; Computer science; Human factors and ergonomics; Poison control; Medicine; World Wide Web; Environmental health","score_opus":0.14673073106968249,"score_gpt":0.5263288606044725,"score_spread":0.37959812953479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913027412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91698015,0.00011732131,0.00024095227,0.00013136225,0.000036281755,0.08242203,0.000008858116,0.000015622423,0.000047398444],"genre_scores_gemma":[0.9759148,0.000015051971,0.0031841735,0.00014022733,0.00003656127,0.02060152,0.00002577502,0.000013189806,0.000068743386],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984431,0.00037377194,0.00042694947,0.00029100163,0.0002699791,0.00019519846],"domain_scores_gemma":[0.9990761,0.000108802815,0.0002647174,0.0001394496,0.00022370426,0.00018717318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005209286,0.00011358764,0.00032683715,0.00008927771,0.000112072004,0.000009668115,0.000021653448,0.000057505884,0.000019067436],"category_scores_gemma":[0.000043795524,0.00009333893,0.00001091801,0.00009200374,0.00003760594,0.000090737885,0.0000146574685,0.00007834683,5.071506e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011401229,0.0014709862,0.16656011,0.012959537,0.00008804229,8.20581e-7,0.15282652,0.0000014747577,0.00019321668,0.00029394266,0.00045905483,0.65374506],"study_design_scores_gemma":[0.009099676,0.009505156,0.9563545,0.00015163189,0.00008332943,0.0000075554613,0.020857288,0.00078686205,0.00018076341,0.0007746226,0.002016308,0.00018230664],"about_ca_topic_score_codex":0.0000636228,"about_ca_topic_score_gemma":0.000042172498,"teacher_disagreement_score":0.7897944,"about_ca_system_score_codex":0.00004601534,"about_ca_system_score_gemma":0.00051965506,"threshold_uncertainty_score":0.38062513},"labels":[],"label_agreement":null},{"id":"W2913044533","doi":"10.2196/10520","title":"A Mobile Prenatal Care App to Reduce In-Person Visits: Prospective Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"George Washington University","keywords":"Prenatal care; Medicine; Patient satisfaction; Telemedicine; Nursing; Health care; Population; Environmental health","score_opus":0.03672469417569249,"score_gpt":0.4414787370033156,"score_spread":0.40475404282762306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913044533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9015648,0.0032387797,0.000031705647,0.0018762071,0.0016077138,0.07872367,0.00012707987,0.0002808464,0.012549207],"genre_scores_gemma":[0.8866501,0.0010872213,0.00047147195,0.006307249,0.00090531993,0.101702765,0.00009310794,0.00008040274,0.002702392],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99314266,0.0008942021,0.0017987657,0.0013201564,0.00054927345,0.002294963],"domain_scores_gemma":[0.99516773,0.0006771139,0.0007011639,0.0008709719,0.0003537939,0.002229214],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017156356,0.00048792834,0.0014750913,0.00056701305,0.0011284393,0.000022205752,0.00032429633,0.0005277318,0.00029176185],"category_scores_gemma":[0.00019262856,0.00043657457,0.000117046235,0.0009586079,0.00005268454,0.00019840008,0.00011764238,0.0016944773,0.0009483687],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5673605,0.001947898,0.109828696,0.03600872,0.000063973515,0.00001751234,0.105780296,0.000056713514,0.000086301,0.02338173,0.024154408,0.13131323],"study_design_scores_gemma":[0.64373314,0.01170198,0.0902634,0.0015813498,0.00009727681,0.0000129090595,0.039427888,0.00032196264,0.000016049984,0.0004424309,0.2112666,0.001134999],"about_ca_topic_score_codex":0.0011340622,"about_ca_topic_score_gemma":0.0008153227,"teacher_disagreement_score":0.1871122,"about_ca_system_score_codex":0.0013264577,"about_ca_system_score_gemma":0.00445439,"threshold_uncertainty_score":0.99982953},"labels":[],"label_agreement":null},{"id":"W2913090945","doi":"10.2196/11215","title":"Methodological Strategies for Ecological Momentary Assessment to Evaluate Mood and Stress in Adult Patients Using Mobile Phones: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Mood; mHealth; Psychology; Mobile phone; Ecology; Medicine; Computer science; Clinical psychology; Applied psychology; Psychological intervention; Psychiatry; Biology","score_opus":0.5438528247768059,"score_gpt":0.6393607768179432,"score_spread":0.09550795204113738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913090945","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005066027,0.9512802,0.00007628014,0.00019539609,0.0006455376,0.041787308,0.00077592285,0.000037240476,0.00013611202],"genre_scores_gemma":[0.00020627615,0.97872716,0.0025788194,0.0020225958,0.00011421324,0.01580649,0.0003979619,0.000066782595,0.0000797257],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9873668,0.0064479522,0.0026935958,0.0013434083,0.0006328778,0.001515341],"domain_scores_gemma":[0.99441373,0.0025387802,0.001116406,0.00071011565,0.00018962771,0.0010313633],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059414636,0.00071557186,0.0052111032,0.00041549926,0.00024350458,0.00006902666,0.00040182294,0.0005883302,0.00014073626],"category_scores_gemma":[0.00030019824,0.0005019425,0.00021652463,0.00047957874,0.00008834865,0.000117549476,0.00026120877,0.0010527845,0.000031686504],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062037696,0.0005729717,0.00022289943,0.91732323,0.000053660788,0.000005828828,0.00028750123,8.628923e-7,1.2360267e-8,0.0004694416,0.00030077918,0.08070077],"study_design_scores_gemma":[0.0051270067,0.012144364,0.004009912,0.9452316,0.003058727,0.00010080501,0.003926375,0.0002607199,3.046638e-8,0.00047165743,0.024064647,0.0016041395],"about_ca_topic_score_codex":0.00026796834,"about_ca_topic_score_gemma":0.000096739925,"teacher_disagreement_score":0.07909663,"about_ca_system_score_codex":0.0012195973,"about_ca_system_score_gemma":0.001525345,"threshold_uncertainty_score":0.9997432},"labels":[],"label_agreement":null},{"id":"W2913162758","doi":"10.2196/10353","title":"Mobile Apps for Management of Tinnitus: Users’ Survey, Quality Assessment, and Content Analysis","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Tinnitus; Sound perception; Psychology; Internet privacy; Applied psychology; Perception; Computer science; Medicine; Audiology","score_opus":0.33561390129874946,"score_gpt":0.48960486786007884,"score_spread":0.15399096656132938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913162758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937024,0.0002465345,0.0032359567,0.00019103757,0.00014899707,0.0015277733,0.00022137944,0.000046573114,0.0006793272],"genre_scores_gemma":[0.9931523,0.0016684579,0.003510493,0.0010693287,0.000054564334,0.00015381588,0.00002417498,0.000023191402,0.0003436573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686086,0.00055018073,0.00082656334,0.0007228249,0.00037634737,0.00066322245],"domain_scores_gemma":[0.9979063,0.00042416068,0.00048426993,0.0005233345,0.00018429256,0.00047761583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002675314,0.00021040055,0.0005666853,0.00023612576,0.00037078757,0.000051154857,0.00019912864,0.00009581429,0.000022193675],"category_scores_gemma":[0.00011323885,0.00020077731,0.000073037714,0.0007584273,0.00032530093,0.00007990965,0.0001584658,0.00016116464,0.0000040051073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010054864,0.0011126027,0.883247,0.00862615,0.0002764813,0.000005868588,0.0038837476,0.000016977026,0.0037339875,0.011682812,0.002021064,0.08438782],"study_design_scores_gemma":[0.0012464406,0.0011129245,0.9912893,0.000039712562,0.00017156044,0.0000021538872,0.00073152804,0.0011697379,0.0007204539,0.00018549012,0.003116693,0.00021400527],"about_ca_topic_score_codex":0.0009190091,"about_ca_topic_score_gemma":0.0005048681,"teacher_disagreement_score":0.10804229,"about_ca_system_score_codex":0.00009220878,"about_ca_system_score_gemma":0.0002050566,"threshold_uncertainty_score":0.81874615},"labels":[],"label_agreement":null},{"id":"W2913261914","doi":"10.2196/12482","title":"A Mobile Smoking Cessation Intervention for Mexico (Vive sin Tabaco... ¡Decídete!): Single-Arm Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Smoking cessation; Psychological intervention; Medicine; Abstinence; Intervention (counseling); mHealth; Family medicine; Psychiatry","score_opus":0.09044207617003562,"score_gpt":0.404762274313287,"score_spread":0.31432019814325135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913261914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931708,0.00029677915,0.0005376123,0.000260532,0.00067431707,0.0045740865,0.00002321699,0.00012708781,0.00033558847],"genre_scores_gemma":[0.9978906,0.00006210389,0.000117259995,0.00047976352,0.00021747201,0.00066605635,0.00017777883,0.000043834454,0.0003451653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997918,0.00012262353,0.00059842045,0.0005064687,0.00039341924,0.00046106856],"domain_scores_gemma":[0.9987864,0.00009524393,0.00035201546,0.000303553,0.00017406931,0.00028874452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009273718,0.00021676076,0.00042201544,0.00024047683,0.00022627495,0.000050029004,0.00006908466,0.00009887204,0.00010109817],"category_scores_gemma":[0.000038175876,0.00020057114,0.00007270466,0.00024702647,0.000031498606,0.0001930299,0.000029812541,0.00027740336,0.0000060078246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027771578,0.013125488,0.8673652,0.0033549839,0.000059294194,0.0000051742504,0.0066516935,0.000010070671,0.00096902973,0.00026436738,0.0007276095,0.10468997],"study_design_scores_gemma":[0.0123558035,0.07736581,0.8998565,0.0004300639,0.00039122367,0.000028698549,0.0063823303,0.00039613975,0.00044280922,0.00023219222,0.001819043,0.00029939605],"about_ca_topic_score_codex":0.00038950768,"about_ca_topic_score_gemma":0.00007602466,"teacher_disagreement_score":0.10439058,"about_ca_system_score_codex":0.0003550694,"about_ca_system_score_gemma":0.00016163153,"threshold_uncertainty_score":0.81790537},"labels":[],"label_agreement":null},{"id":"W2913335608","doi":"10.2196/11819","title":"Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":666,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Physical activity; Psychological intervention; Wearable computer; Health benefits; Wearable technology; mHealth; Psychology; Medicine; Gerontology; Environmental health; Physical therapy; Computer science; Nursing","score_opus":0.32237724744037527,"score_gpt":0.503320651858732,"score_spread":0.1809434044183567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913335608","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002198636,0.9854259,0.00003453912,0.0026475808,0.000032353753,0.009085143,0.0003738616,0.000095667405,0.00010632467],"genre_scores_gemma":[0.028013868,0.96756285,0.000043694276,0.0021031997,0.00009387174,0.0017503438,0.000096910495,0.000065998625,0.0002692603],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99381644,0.0021984144,0.0010864807,0.0012334144,0.00069165166,0.0009735997],"domain_scores_gemma":[0.99351674,0.001638849,0.0017535787,0.0011849318,0.00013969213,0.0017661935],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001614425,0.00091475,0.018455269,0.00038114452,0.00036145706,0.00005551809,0.00015083503,0.00038995294,0.00007254459],"category_scores_gemma":[0.00024625732,0.0006160416,0.0020799171,0.0013164034,0.00021087266,0.00024715226,0.000067995585,0.0015159071,0.00007704936],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008490544,0.0017521284,0.000004764094,0.9651793,0.016120244,0.000007658478,0.000043728563,2.1907985e-7,8.189762e-8,0.000051109673,0.00014685003,0.01660901],"study_design_scores_gemma":[0.0005903103,0.0007249165,0.00020005983,0.03223101,0.956937,0.000028856415,0.0000055727305,0.00033715283,4.801447e-7,0.000012926458,0.008422561,0.0005091203],"about_ca_topic_score_codex":0.00056593894,"about_ca_topic_score_gemma":0.000058592665,"teacher_disagreement_score":0.9408168,"about_ca_system_score_codex":0.00036748312,"about_ca_system_score_gemma":0.0026346783,"threshold_uncertainty_score":0.9996291},"labels":[],"label_agreement":null},{"id":"W2913405464","doi":"10.2196/11437","title":"Diagnostic Performance of a Smart Device With Photoplethysmography Technology for Atrial Fibrillation Detection: Pilot Study (Pre-mAFA II Registry)","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"General Hospital of People’s Liberation Army; National Natural Science Foundation of China","keywords":"Photoplethysmogram; Atrial fibrillation; Medicine; Cardiology; Internal medicine; Computer science; Telecommunications; Wireless","score_opus":0.04916684521394066,"score_gpt":0.3575620277883445,"score_spread":0.30839518257440385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913405464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99229074,0.0004693072,0.000098015276,0.0015836026,0.00024620225,0.005138088,0.000006483651,0.000093703944,0.00007385265],"genre_scores_gemma":[0.99837804,0.0003310567,0.00034572848,0.00009890835,0.00054257544,0.000033946668,0.000016018066,0.000022674734,0.00023102883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985417,0.000042004012,0.0004943084,0.00035383643,0.0002466315,0.00032152186],"domain_scores_gemma":[0.99870497,0.00029738247,0.0003941273,0.00030996112,0.00014948126,0.00014408659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039014316,0.00017713594,0.0005109617,0.00037226742,0.00025013555,0.000009608467,0.000057023666,0.00007932187,0.000013968859],"category_scores_gemma":[0.00010640042,0.00014246037,0.00006825322,0.0006660119,0.000059106747,0.000099910765,0.00003858886,0.00013884007,0.0000032867536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075874683,0.0000367416,0.9801393,0.0021630048,0.00006290198,7.1266317e-7,0.00025739023,0.000062357154,0.00007019102,0.00010646816,0.000030508996,0.009482962],"study_design_scores_gemma":[0.010179634,0.056561586,0.9236709,0.00019568253,0.00038384556,0.00001950666,0.0006800631,0.0013233313,0.00015733363,0.0000485957,0.0065756603,0.00020389965],"about_ca_topic_score_codex":0.00012805413,"about_ca_topic_score_gemma":0.000100752,"teacher_disagreement_score":0.056524847,"about_ca_system_score_codex":0.000050068506,"about_ca_system_score_gemma":0.00017381151,"threshold_uncertainty_score":0.5809365},"labels":[],"label_agreement":null},{"id":"W2913446730","doi":"10.2196/13259","title":"Patient Adherence to a Mobile Phone–Based Heart Failure Telemonitoring Program: A Longitudinal Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Context (archaeology); Physical therapy","score_opus":0.044986407023396624,"score_gpt":0.43469586984246544,"score_spread":0.3897094628190688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913446730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832939,0.00027748352,0.000102841994,0.002931455,0.0004708331,0.012555189,0.0000054758007,0.00023700763,0.00012585212],"genre_scores_gemma":[0.9288809,0.000014777565,0.065706454,0.0009627258,0.00016532747,0.0039824815,0.000016090245,0.000036032383,0.0002352131],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99721867,0.00025677262,0.0005251177,0.00072069815,0.0004428511,0.0008358907],"domain_scores_gemma":[0.99809724,0.00010030085,0.00011820639,0.0005378119,0.00010685003,0.0010396052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007175533,0.00031890295,0.00065617217,0.00024829476,0.00020537945,0.000051283863,0.00007045294,0.000091132715,0.00011511522],"category_scores_gemma":[0.00002314817,0.00025711805,0.00008374787,0.0005077171,0.000028419163,0.000082258746,0.000091759,0.00031750396,0.00020463021],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083722995,0.003987412,0.4391798,0.002044686,0.0000636782,0.000040752122,0.0022897795,0.000010707749,0.00013071093,0.000017313181,0.013567071,0.5378309],"study_design_scores_gemma":[0.007542574,0.069459714,0.55434763,0.00054177624,0.00027763966,0.000041354047,0.009238079,0.00033937517,0.00030226208,0.0000108267795,0.3573311,0.0005676582],"about_ca_topic_score_codex":0.00047479811,"about_ca_topic_score_gemma":0.00013900157,"teacher_disagreement_score":0.5372632,"about_ca_system_score_codex":0.00022676135,"about_ca_system_score_gemma":0.00038623117,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2913470670","doi":"10.2196/12692","title":"Use of Weight-Management Mobile Phone Apps in Saudi Arabia: A Web-Based Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deanship of Scientific Research, King Saud University; King Saud University","keywords":"Overweight; Weight management; Medicine; Mobile phone; Obesity; Body mass index; mHealth; Weight loss; Phone; Computer science; Nursing; Psychological intervention","score_opus":0.07978902944774728,"score_gpt":0.4199807714799495,"score_spread":0.3401917420322022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913470670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798154,0.0015160424,0.00011635644,0.0016435897,0.0007755725,0.013517706,0.0003355467,0.00015825297,0.0021215233],"genre_scores_gemma":[0.97067213,0.008149832,0.0013343034,0.006745046,0.00013840506,0.01145287,0.0002948571,0.00007761105,0.001134931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925559,0.0016220697,0.0023562438,0.00097131357,0.0005430486,0.0019514308],"domain_scores_gemma":[0.9943996,0.0017976322,0.0010807462,0.0011181145,0.00027253077,0.0013313857],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037602482,0.00042043248,0.0011321371,0.0007086809,0.0005885069,0.0000115477515,0.00029498723,0.0004675151,0.0004781674],"category_scores_gemma":[0.00009581589,0.00039621867,0.00008270811,0.0013803375,0.00012357823,0.0001977303,0.0001370534,0.0012807047,0.0004646238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014363508,0.000951394,0.9048274,0.025294352,0.000018259132,0.0000059384297,0.0007838507,0.000100694924,0.000034716213,0.004835615,0.02305219,0.038659226],"study_design_scores_gemma":[0.0053740363,0.00042215644,0.8045416,0.000702515,0.000025004285,0.000001745976,0.00041612473,0.0016122356,0.000005318376,0.00016021394,0.18643042,0.00030861594],"about_ca_topic_score_codex":0.0045348005,"about_ca_topic_score_gemma":0.004254013,"teacher_disagreement_score":0.16337824,"about_ca_system_score_codex":0.0005127264,"about_ca_system_score_gemma":0.0027908634,"threshold_uncertainty_score":0.99984896},"labels":[],"label_agreement":null},{"id":"W2913687927","doi":"10.2196/11847","title":"Efficacy and Effectiveness of Mobile Health Technologies for Facilitating Physical Activity in Adolescents: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"mHealth; Physical activity; Mobile technology; Computer science; Psychology; Mobile device; Medicine; Psychological intervention; Physical therapy; World Wide Web; Nursing","score_opus":0.07202563093162663,"score_gpt":0.5059770572865322,"score_spread":0.4339514263549056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913687927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9075109,0.04553088,0.00025158265,0.0012403774,0.0001758286,0.044967428,0.00009300924,0.00017451833,0.00005549926],"genre_scores_gemma":[0.93420124,0.036584307,0.00034887207,0.0010642327,0.000042241645,0.027684843,0.000026524336,0.00003686633,0.000010873721],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9951193,0.0012396497,0.0012187267,0.00082397304,0.00025081023,0.0013475779],"domain_scores_gemma":[0.9952245,0.0026511922,0.0009815352,0.0005418587,0.00015984272,0.00044107836],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004155957,0.00031966518,0.0015619145,0.00026100696,0.00062597153,0.0000051125644,0.00016999598,0.00024388173,0.0000052411474],"category_scores_gemma":[0.0004207384,0.00029236765,0.00006394497,0.00057120866,0.00014228879,0.0001552026,0.00013446578,0.00092926726,0.000013169255],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066655164,0.00046210075,0.037824836,0.68916726,0.0000046760015,1.7406238e-7,0.00082259206,0.0000040862246,0.000073173316,0.001592338,0.00008025408,0.26930198],"study_design_scores_gemma":[0.015249463,0.0051952554,0.4983215,0.4715644,0.00006118645,0.000006067522,0.003860037,0.0010324394,0.00005505226,0.0011607744,0.0027375587,0.00075626466],"about_ca_topic_score_codex":0.00053261436,"about_ca_topic_score_gemma":0.0001282235,"teacher_disagreement_score":0.46049666,"about_ca_system_score_codex":0.00034170295,"about_ca_system_score_gemma":0.0023187622,"threshold_uncertainty_score":0.99995285},"labels":[],"label_agreement":null},{"id":"W2913837602","doi":"10.2196/mhealth.9254","title":"Author Correction: The Impact of Text Messaging on Medication Adherence and Exercise Among Postmyocardial Infarction Patients: Randomized Controlled Pilot Trial","year":2019,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Randomized controlled trial; Text messaging; Medication adherence; Medicine; Physical therapy; Text message; Computer science; Internal medicine; World Wide Web","score_opus":0.044280121708131705,"score_gpt":0.43212585190977265,"score_spread":0.3878457302016409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913837602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3880077,0.023292005,0.00019428399,0.021713743,0.17569786,0.31038004,0.0012697561,0.0008476968,0.078596905],"genre_scores_gemma":[0.8153092,0.053028304,0.000036811212,0.0036919422,0.005505466,0.0719859,0.0020702519,0.0002349894,0.04813712],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98710626,0.0047518252,0.004255155,0.0011849713,0.0011273705,0.0015743898],"domain_scores_gemma":[0.9847223,0.005588469,0.006167224,0.0011634309,0.00086626306,0.0014922855],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0087719,0.00087643566,0.0045612208,0.0006980324,0.002435201,0.000042411895,0.00037652702,0.0013351395,0.000245705],"category_scores_gemma":[0.0020540804,0.00054799183,0.00051720906,0.0006019629,0.00059785246,0.00020339215,0.00014491164,0.0045834132,0.00006690167],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4192044,0.0003883104,0.0023666741,0.0035553686,0.0001122223,1.4357258e-7,0.0012223823,0.0000041998765,1.8018369e-7,0.0005144791,0.559097,0.013534642],"study_design_scores_gemma":[0.7721441,0.006116267,0.17013696,0.003739708,0.0009879674,0.0000028072732,0.0007311217,0.0024665156,9.2223736e-8,0.00042832256,0.042644743,0.00060144736],"about_ca_topic_score_codex":0.008442167,"about_ca_topic_score_gemma":0.0002747399,"teacher_disagreement_score":0.51645225,"about_ca_system_score_codex":0.00084143615,"about_ca_system_score_gemma":0.0084851775,"threshold_uncertainty_score":0.9999613},"labels":[],"label_agreement":null},{"id":"W2914007095","doi":"10.2196/10216","title":"A Mobile Web App to Improve Health Screening Uptake in Men (ScreenMen): Utility and Usability Evaluation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Usability; mHealth; Mobile apps; Computer science; World Wide Web; Web application; Medicine; Internet privacy; Psychological intervention; Human–computer interaction; Nursing","score_opus":0.09325164450221064,"score_gpt":0.48538606418023184,"score_spread":0.3921344196780212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914007095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93687665,0.0021276453,0.00015474664,0.0049077403,0.00046702652,0.052223284,0.00018916395,0.0002270256,0.0028266879],"genre_scores_gemma":[0.9578266,0.0012808457,0.0012680811,0.00782011,0.0002644621,0.030981425,0.00008835318,0.00007062406,0.000399495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98842734,0.0030213334,0.002988195,0.001967305,0.0010062238,0.0025895725],"domain_scores_gemma":[0.99340826,0.00077612733,0.00091973034,0.0013860842,0.0003556759,0.003154148],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.016498417,0.0005571405,0.0013862828,0.00054490933,0.0016669292,0.00003222209,0.00031138552,0.0003938356,0.00039936224],"category_scores_gemma":[0.00033410706,0.0005357195,0.00006318748,0.0011350769,0.00011063003,0.00029368085,0.00033646106,0.0017509433,0.00020016485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096166035,0.00088567217,0.5697023,0.0051697823,0.0000118384605,7.1926445e-7,0.011313262,0.000012518511,0.000017462451,0.0005488028,0.0038656078,0.40751034],"study_design_scores_gemma":[0.007434915,0.003693511,0.9096617,0.00027063265,0.00003381407,0.0000030890067,0.019858556,0.008261567,4.743611e-7,0.00038905858,0.05001039,0.00038229214],"about_ca_topic_score_codex":0.0072241747,"about_ca_topic_score_gemma":0.0062891557,"teacher_disagreement_score":0.40712807,"about_ca_system_score_codex":0.001129585,"about_ca_system_score_gemma":0.0053692567,"threshold_uncertainty_score":0.9997094},"labels":[],"label_agreement":null},{"id":"W2914117185","doi":"10.2196/12551","title":"A Mobile Phone App for Bedside Nursing Care: Design and Development Using an Adapted Software Development Life Cycle Model","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Mobile apps; Computer science; mHealth; Nursing; Medicine; World Wide Web; Psychological intervention; Operating system","score_opus":0.13124257089716648,"score_gpt":0.447527647499893,"score_spread":0.31628507660272653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914117185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7135947,0.0056219953,0.258976,0.00038279232,0.00050169404,0.020253735,0.0000674979,0.000443372,0.00015825883],"genre_scores_gemma":[0.5220205,0.0009353684,0.45224425,0.0057154894,0.00030401276,0.018086648,0.00030456428,0.0001541634,0.0002349849],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9938432,0.000468972,0.0018345407,0.0011907755,0.0004463699,0.0022161484],"domain_scores_gemma":[0.9946056,0.00054012024,0.00078113587,0.00061159546,0.00042295057,0.0030385682],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018277412,0.000534322,0.0009282166,0.00034625796,0.003763115,0.000030767038,0.00023409107,0.0005222371,0.000043247408],"category_scores_gemma":[0.00008052102,0.00053317426,0.00004218438,0.0003343157,0.000099067736,0.00028578233,0.000101460995,0.0008105794,0.00006546364],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031810654,0.0013693153,0.011716462,0.040156372,0.000067644054,0.0000023825874,0.130183,0.011533739,0.00016974495,0.002500951,0.0064345985,0.79268473],"study_design_scores_gemma":[0.033098195,0.0038956427,0.04852355,0.0056702537,0.00035248676,0.00006020906,0.059476566,0.49928063,0.00022280944,0.0030809422,0.34189266,0.004446037],"about_ca_topic_score_codex":0.00016691584,"about_ca_topic_score_gemma":0.00013166369,"teacher_disagreement_score":0.7882387,"about_ca_system_score_codex":0.0012504274,"about_ca_system_score_gemma":0.016011868,"threshold_uncertainty_score":0.999712},"labels":[],"label_agreement":null},{"id":"W2914240288","doi":"10.2196/12181","title":"Efficacy of a Mobile Social Networking Intervention in Promoting Physical Activity: Quasi-Experimental Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Macquarie University","keywords":"Activity tracker; Usability; Psychological intervention; mHealth; Physical therapy; Baseline (sea); Medicine; Intervention (counseling); Physical activity; Psychology; Behavior change; Computer science; Social psychology; Nursing","score_opus":0.07280498965109028,"score_gpt":0.4467091087367698,"score_spread":0.3739041190856795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914240288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667215,0.00013116517,0.0000039573783,0.0003184945,0.00010866952,0.0025729912,0.0000029088956,0.00003691136,0.00015275631],"genre_scores_gemma":[0.9992658,0.000014908574,0.000011475989,0.00008738098,0.00045504433,0.000117850184,0.000006517312,0.000020036441,0.00002097631],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99828255,0.0002424353,0.0003501854,0.00037411263,0.0002841432,0.00046660056],"domain_scores_gemma":[0.9992002,0.00012544588,0.0002702433,0.00014886938,0.000025839998,0.00022937864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050029135,0.00016096706,0.00077389984,0.00011579233,0.00011719534,0.000009492725,0.00005110898,0.00007342165,0.000010344448],"category_scores_gemma":[0.000010210435,0.00014727777,0.00009528211,0.00029337563,0.000048128742,0.0001308922,0.00006084264,0.0005060539,0.0000072212433],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008262593,0.26599127,0.21537225,0.010526109,0.00008263777,0.000019556323,0.113578275,0.000004287987,0.004554963,0.00043672518,0.00005614164,0.38111517],"study_design_scores_gemma":[0.012944707,0.033888984,0.9410548,0.0005535456,0.0000624819,0.000009078669,0.004757701,0.0056641754,0.00064437924,0.00008138004,0.00011860562,0.00022014893],"about_ca_topic_score_codex":0.0005534333,"about_ca_topic_score_gemma":0.00004565663,"teacher_disagreement_score":0.72568256,"about_ca_system_score_codex":0.00020788336,"about_ca_system_score_gemma":0.00020418144,"threshold_uncertainty_score":0.6005813},"labels":[],"label_agreement":null},{"id":"W2914546491","doi":"10.2196/12191","title":"Examining Development Processes for Text Messaging Interventions to Prevent Cardiovascular Disease: Systematic Literature Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"George Institute for Global Health; NIHR Oxford Biomedical Research Centre; Deakin University; High Blood Pressure Research Council of Australia; Instituto de Salud Carlos III; National Institute for Health and Care Research","keywords":"Psychological intervention; Text messaging; mHealth; Systematic review; Medicine; Disease; MEDLINE; Psychology; Computer science; World Wide Web; Nursing; Internal medicine; Biology","score_opus":0.2198512690573166,"score_gpt":0.5118651828550391,"score_spread":0.2920139137977225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914546491","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000241841,0.91157985,0.0010124592,0.0010069463,0.0007587794,0.08456026,0.00063619163,0.00024462145,0.00019850556],"genre_scores_gemma":[0.000005022285,0.77462626,0.0011989414,0.004084935,0.00047682328,0.216023,0.0013866659,0.00019427827,0.0020040686],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869763,0.0023232426,0.005644853,0.0019635127,0.0007275742,0.0023644886],"domain_scores_gemma":[0.9889622,0.0021752482,0.0026352857,0.0020419871,0.0008253133,0.0033599744],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0071965544,0.0011534725,0.0065112514,0.00078110193,0.0024168526,0.00006312743,0.0007185108,0.0006719477,0.000054656128],"category_scores_gemma":[0.0014733392,0.0009154166,0.00093336817,0.0018454548,0.000042827236,0.00018212252,0.00033832566,0.0017549357,0.00033310425],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013478919,0.00012358681,0.000007232944,0.7548419,0.00015482628,0.000002290485,0.00039397183,5.147184e-7,1.1409573e-9,0.000414511,0.008969761,0.2350779],"study_design_scores_gemma":[0.0002245108,0.000073790834,0.00003328187,0.49024606,0.0024074262,0.0000119247325,0.000067771245,0.000001081305,2.548631e-9,0.00001149903,0.5065828,0.0003398275],"about_ca_topic_score_codex":0.000013021407,"about_ca_topic_score_gemma":0.000025517662,"teacher_disagreement_score":0.49761304,"about_ca_system_score_codex":0.0013105655,"about_ca_system_score_gemma":0.016065886,"threshold_uncertainty_score":0.9993296},"labels":[],"label_agreement":null},{"id":"W2914582092","doi":"10.2196/11644","title":"The MomConnect Nurses and Midwives Support Platform (NurseConnect): A Qualitative Process Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Focus group; Mobile phone; Nursing; Health care; Scale (ratio); The Internet; Phone; Qualitative research; Work (physics); Medicine; Medical education; Psychology; Business; World Wide Web; Psychological intervention; Computer science; Marketing","score_opus":0.1214413009162526,"score_gpt":0.5482725691174198,"score_spread":0.42683126820116724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914582092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593402,0.0034648038,0.000024847917,0.013263186,0.0012958454,0.013287062,0.00009979894,0.00016700411,0.009057226],"genre_scores_gemma":[0.97146136,0.004732949,0.00014591492,0.0060866573,0.00039235488,0.014232103,0.00015928155,0.0000593514,0.002730015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939275,0.0013409521,0.0014853259,0.00086051563,0.0006527833,0.0017329728],"domain_scores_gemma":[0.9930386,0.003445734,0.0009682905,0.0006709012,0.0005542669,0.0013222096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006941903,0.00038172022,0.00063691963,0.00019895184,0.0038038604,0.000039594925,0.0002457188,0.00035440346,0.00049235986],"category_scores_gemma":[0.0004429594,0.0002770301,0.000054673583,0.00044708405,0.00026666332,0.00033057953,0.000073637115,0.0011547422,0.00043603804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026157966,0.00044951466,0.087966844,0.02371676,0.000087714056,0.000001678849,0.23348975,0.000009572054,0.000030161702,0.17618881,0.032140475,0.44330293],"study_design_scores_gemma":[0.008365967,0.0016938873,0.27288604,0.0006137236,0.00019465135,0.00004043305,0.17702685,0.0018573094,0.0000063052994,0.05008219,0.4863652,0.0008674332],"about_ca_topic_score_codex":0.00044619708,"about_ca_topic_score_gemma":0.0019352164,"teacher_disagreement_score":0.45422474,"about_ca_system_score_codex":0.0003420897,"about_ca_system_score_gemma":0.004206878,"threshold_uncertainty_score":0.9999682},"labels":[],"label_agreement":null},{"id":"W2914699221","doi":"10.2196/12547","title":"Text Message Responsivity in a 2-Way Short Message Service Pilot Intervention With Adolescent and Young Adult Survivors of Cancer","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Pew Charitable Trusts","keywords":"Text message; Short Message Service; Intervention (counseling); Responsivity; Psychology; Text messaging; Cancer; Cancer survivor; Service (business); Computer science; Medicine; Gerontology; Applied psychology; Internet privacy; Psychiatry; Telecommunications; Computer network","score_opus":0.02926453510041088,"score_gpt":0.3499990731171078,"score_spread":0.32073453801669694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914699221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99224865,0.0033039264,0.0000169305,0.00226373,0.00026183034,0.001212591,0.000055367596,0.000033084852,0.00060385856],"genre_scores_gemma":[0.99545276,0.0023532454,0.000026360813,0.0016390975,0.000060310987,0.000101197045,0.000025057563,0.00003203738,0.0003099227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979827,0.0002257309,0.00050145877,0.00047203753,0.0003623005,0.00045577515],"domain_scores_gemma":[0.9988295,0.00005809394,0.00018352017,0.00032521778,0.00021434833,0.00038930873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075561,0.00022698066,0.0006091023,0.00021833646,0.00006045773,0.000013926156,0.0000683736,0.000106381616,0.00005876083],"category_scores_gemma":[0.000015945503,0.00018472454,0.000039788505,0.00048223577,0.000063430896,0.0001176264,0.000052600568,0.0004143269,0.0000023489542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062874868,0.0003604166,0.9591717,0.01255129,0.000023245237,0.00001207338,0.0033123968,0.0000014498706,0.0001890139,0.00013998538,0.00009142121,0.017859524],"study_design_scores_gemma":[0.0029982245,0.0015651116,0.9895595,0.0022857003,0.00007265103,0.000025660962,0.0026368727,0.0001710644,0.00011304317,0.000012055864,0.00038799093,0.00017217292],"about_ca_topic_score_codex":0.06618552,"about_ca_topic_score_gemma":0.38396263,"teacher_disagreement_score":0.31777713,"about_ca_system_score_codex":0.00020544666,"about_ca_system_score_gemma":0.00037660636,"threshold_uncertainty_score":0.94003284},"labels":[],"label_agreement":null},{"id":"W2914722446","doi":"10.2196/11687","title":"Mobile Health for Tuberculosis Management in South India: Is Video-Based Directly Observed Treatment an Acceptable Alternative?","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"mHealth; Tuberculosis; Medicine; Optometry; Computer science; Nursing; Psychological intervention; Pathology","score_opus":0.10173220669303425,"score_gpt":0.45222993354431457,"score_spread":0.35049772685128033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914722446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9324488,0.0041294023,0.00046377082,0.0055907387,0.0011132999,0.05272231,0.0012241104,0.00036739942,0.0019401454],"genre_scores_gemma":[0.84253967,0.0061743376,0.005172621,0.030183107,0.00045940877,0.112287655,0.0008113064,0.00016601464,0.002205865],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914131,0.0010528599,0.0022815252,0.0016911897,0.000500064,0.0030612173],"domain_scores_gemma":[0.9942625,0.0005948093,0.0011606887,0.0012899238,0.0002033116,0.0024887414],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025039162,0.00067657,0.0014348124,0.00071313896,0.0016969874,0.00003697782,0.00041037804,0.00043947034,0.0005141432],"category_scores_gemma":[0.000025494443,0.0006222799,0.00016235816,0.0008783987,0.000078482546,0.000316745,0.00009919123,0.0008190003,0.00024635703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003229872,0.0037364312,0.3571939,0.03963756,0.00013407289,0.000008061284,0.037286244,0.00024129533,0.000017134133,0.013006705,0.013834326,0.5316744],"study_design_scores_gemma":[0.02491158,0.011020662,0.24408975,0.0009804702,0.00012954444,0.000003033917,0.011410336,0.00869873,0.000034715646,0.0016289253,0.6959376,0.0011546548],"about_ca_topic_score_codex":0.0045238016,"about_ca_topic_score_gemma":0.0016893086,"teacher_disagreement_score":0.6821033,"about_ca_system_score_codex":0.0023110562,"about_ca_system_score_gemma":0.003524647,"threshold_uncertainty_score":0.9996229},"labels":[],"label_agreement":null},{"id":"W2914866092","doi":"10.2196/13226","title":"A Digital Cognitive Aid for Anesthesia to Support Intraoperative Crisis Management: Results of the User-Centered Design Process","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; German; Process (computing); Medicine; Patient safety; Set (abstract data type); Anesthesiology; Medical emergency; Computer science; Anesthesia; Psychiatry; Health care","score_opus":0.07594482949202921,"score_gpt":0.39750292865815023,"score_spread":0.321558099166121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914866092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983075,0.000059752496,0.0003942499,0.010172511,0.00013147498,0.0055434518,0.00009329236,0.00006432332,0.00046590914],"genre_scores_gemma":[0.99562705,0.000068969945,0.00067247887,0.0028206685,0.00006294503,0.00028314174,0.00004149703,0.000022272176,0.00040099205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998317,0.000071728726,0.0005153731,0.0003988887,0.00021849995,0.0004784969],"domain_scores_gemma":[0.9988512,0.00014625362,0.00020811756,0.000270941,0.00021431404,0.00030920803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044288425,0.00017139722,0.00038538277,0.00015206453,0.00016124034,0.000013283998,0.00011733668,0.00014035082,0.000004749957],"category_scores_gemma":[0.0000841617,0.00012234575,0.000048327063,0.00033339427,0.000056533645,0.00010786479,0.000034564866,0.00023562128,0.000012153769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04632726,0.001951262,0.49599695,0.03340276,0.0003239911,0.00007609239,0.032859985,0.000016116126,0.0000487851,0.0021444766,0.014600379,0.37225193],"study_design_scores_gemma":[0.068549745,0.07739236,0.70118797,0.010076457,0.0010553546,0.00067873835,0.06745863,0.00054087804,0.012314645,0.0012826228,0.05759457,0.0018680539],"about_ca_topic_score_codex":0.000020757307,"about_ca_topic_score_gemma":0.000005487627,"teacher_disagreement_score":0.3703839,"about_ca_system_score_codex":0.00007271241,"about_ca_system_score_gemma":0.00035795453,"threshold_uncertainty_score":0.49891153},"labels":[],"label_agreement":null},{"id":"W2914919849","doi":"10.2196/mhealth.8298","title":"Effects of Mobile Health Including Wearable Activity Trackers to Increase Physical Activity Outcomes Among Healthy Children and Adolescents: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Physical activity; Wearable computer; mHealth; Medicine; Psychology; Wearable technology; Psychological intervention; Physical therapy; Computer science; Psychiatry","score_opus":0.07369624259873249,"score_gpt":0.4914557942780129,"score_spread":0.4177595516792804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914919849","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028584179,0.8634342,0.000041869014,0.0008034336,0.00047727636,0.10583999,0.00054464163,0.0002373111,0.00003709775],"genre_scores_gemma":[0.012050736,0.91873854,0.000090272224,0.0062076864,0.00032419013,0.062057868,0.0001158194,0.00024679923,0.00016807222],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9819796,0.007229833,0.0041300254,0.0022800525,0.0010813645,0.0032991127],"domain_scores_gemma":[0.981828,0.0038037056,0.006862536,0.0019311435,0.00028725638,0.0052873553],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005463776,0.0016467898,0.013626996,0.00090576755,0.0021883466,0.000031476116,0.00072421,0.0009976492,0.000013412528],"category_scores_gemma":[0.0008755783,0.0013263932,0.00064418913,0.0016152656,0.00024752598,0.00036138887,0.00062797224,0.003980472,0.00016568742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097233125,0.0007361791,0.0012463867,0.7669265,0.00008163752,0.000001207941,0.0004040442,1.3794927e-7,7.88122e-8,0.00007847988,0.0014395118,0.22898859],"study_design_scores_gemma":[0.0023471364,0.0020064416,0.0334092,0.932803,0.0027681687,0.000024569872,0.000103820115,0.000023426692,1.5053197e-7,0.00001766806,0.025393773,0.0011026467],"about_ca_topic_score_codex":0.0064322823,"about_ca_topic_score_gemma":0.00031901457,"teacher_disagreement_score":0.22788595,"about_ca_system_score_codex":0.0019484157,"about_ca_system_score_gemma":0.009313887,"threshold_uncertainty_score":0.99962795},"labels":[],"label_agreement":null},{"id":"W2915499290","doi":"10.2196/12825","title":"Use of the Smartphone App WhatsApp as an E-Learning Method for Medical Residents: Multicenter Controlled Randomized Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Smartphone application; mHealth; Smartphone app; Medicine; Multimedia; Psychology; Computer science; Internet privacy; Psychological intervention; Nursing; Surgery","score_opus":0.06267499753193492,"score_gpt":0.47942038204316445,"score_spread":0.41674538451122956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915499290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892203,0.0011599377,0.0036069897,0.020221855,0.0035081133,0.08100757,0.00008537596,0.00024087183,0.00094897085],"genre_scores_gemma":[0.8416496,0.008119046,0.0113279065,0.051246546,0.0022370773,0.07593186,0.00030356125,0.00022433378,0.008960087],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9859115,0.0073736007,0.0033328668,0.0008528575,0.00095116603,0.0015780019],"domain_scores_gemma":[0.9814264,0.012862688,0.0022842863,0.0009529662,0.0005372791,0.0019363703],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.014006616,0.00040285423,0.0023478311,0.00023606671,0.0017157065,0.000029398534,0.000443281,0.00071697345,0.0006267539],"category_scores_gemma":[0.0054602707,0.0002625659,0.0003573243,0.00039722736,0.00021551001,0.00028445,0.00016287202,0.0017608961,0.00009256326],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9431116,0.0005505377,0.0044376957,0.0059766546,0.00006492228,5.215883e-7,0.0024479383,0.000010700648,0.00001550312,0.018876623,0.0049593924,0.019547919],"study_design_scores_gemma":[0.91151744,0.001062006,0.0049947253,0.000575709,0.00020036068,0.000004067805,0.0011273066,0.011894005,0.000003851009,0.0011709979,0.06720429,0.0002452227],"about_ca_topic_score_codex":0.0043581133,"about_ca_topic_score_gemma":0.00069243833,"teacher_disagreement_score":0.0622449,"about_ca_system_score_codex":0.00021872089,"about_ca_system_score_gemma":0.0045968336,"threshold_uncertainty_score":0.99998266},"labels":[],"label_agreement":null},{"id":"W2916673111","doi":"10.2196/12293","title":"Design and Implementation of a Novel System for Correcting Posture Through the Use of a Wearable Necklace Sensor","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Necklace; Computer science; Human–computer interaction; Wearable technology; Embedded system; Real-time computing","score_opus":0.1413524046653138,"score_gpt":0.41746019889930475,"score_spread":0.27610779423399096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916673111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991845,0.0013914452,0.0011469219,0.0018381608,0.000102609396,0.003615747,0.000032495784,0.000013177358,0.000014444327],"genre_scores_gemma":[0.99065685,0.0004474988,0.008035605,0.00062158017,0.000034033223,0.00015404946,0.000007201471,0.000013482086,0.000029700559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990592,0.00005773893,0.00034204256,0.00018720761,0.0001308755,0.00022291168],"domain_scores_gemma":[0.9988563,0.00048617215,0.0003011439,0.0001575516,0.000104554936,0.000094248535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003136046,0.000102093865,0.00034483496,0.000040584404,0.00009960299,0.000010673458,0.000021013646,0.000051453302,0.0000036797499],"category_scores_gemma":[0.00002003525,0.00006455447,0.000033865286,0.000111552676,0.000022825518,0.0000664466,0.000012481041,0.0000686552,4.1623105e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062391046,0.0020149318,0.8333544,0.051145017,0.00051002624,0.0000046344517,0.040991332,0.00032623202,0.0046803486,0.00469689,0.0053870943,0.050649956],"study_design_scores_gemma":[0.025534412,0.011179672,0.8966416,0.0035342798,0.000980379,0.00031813685,0.043295316,0.007836353,0.007878482,0.000027219014,0.002468033,0.0003061082],"about_ca_topic_score_codex":0.001464843,"about_ca_topic_score_gemma":0.00003925609,"teacher_disagreement_score":0.063287176,"about_ca_system_score_codex":0.00006926443,"about_ca_system_score_gemma":0.00021364792,"threshold_uncertainty_score":0.2632455},"labels":[],"label_agreement":null},{"id":"W2916874887","doi":"10.2196/13159","title":"Multimedia Appendix Correction: mHealth Supportive Care Intervention for Parents of Children With Acute Lymphoblastic Leukemia: Quasi-Experimental Pre- and Postdesign Study","year":2019,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"mHealth; Intervention (counseling); Lymphoblastic Leukemia; Psychology; Medicine; Multimedia; Pediatrics; Leukemia; Computer science; Nursing; Psychological intervention; Internal medicine","score_opus":0.02716597359966296,"score_gpt":0.37805745640966193,"score_spread":0.350891482809999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916874887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573805,0.012261592,0.0004073658,0.00038481946,0.010367975,0.017042728,0.0018245325,0.00015556981,0.00017496476],"genre_scores_gemma":[0.98414975,0.0015532271,0.00036067903,0.00063679676,0.0014148524,0.0007842777,0.0073560765,0.00019332353,0.0035510163],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99448013,0.00046875566,0.0016728943,0.0014324997,0.0009797896,0.00096591096],"domain_scores_gemma":[0.99570495,0.0002390809,0.0019146935,0.0006968045,0.00038588714,0.0010585982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008445782,0.0008317165,0.002272366,0.00044349264,0.0003492405,0.000043655586,0.00020501648,0.0006223592,0.000033757166],"category_scores_gemma":[0.000077260825,0.000734371,0.00021177773,0.00027522846,0.00024800544,0.00016911814,0.00012737718,0.0011310531,0.000008902774],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.047397397,0.020831674,0.28006065,0.08539823,0.004199721,0.000059242204,0.15134764,0.000007431749,0.000008864959,0.000029219063,0.3829275,0.027732415],"study_design_scores_gemma":[0.038126804,0.15359765,0.7465708,0.0070073595,0.003748884,0.00059490284,0.046769444,0.0007106325,0.000066757086,0.0000060840953,0.0015537054,0.0012469454],"about_ca_topic_score_codex":0.006519222,"about_ca_topic_score_gemma":0.0015732726,"teacher_disagreement_score":0.46651018,"about_ca_system_score_codex":0.0015193839,"about_ca_system_score_gemma":0.0051644742,"threshold_uncertainty_score":0.9995107},"labels":[],"label_agreement":null},{"id":"W2917597833","doi":"10.2196/13375","title":"Quality Principles of App Description Texts and Their Significance in Deciding to Use Health Apps as Assessed by Medical Students: Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Quality (philosophy); Smartphone app; mHealth; App store; Internet privacy; Psychology; Computer science; Medicine; Medical education; World Wide Web; Nursing; Psychological intervention","score_opus":0.18566849277504519,"score_gpt":0.5228436434288918,"score_spread":0.3371751506538466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917597833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97495604,0.0012300572,0.00051918416,0.0050366656,0.0003956764,0.01729789,0.00029739583,0.000120059754,0.00014702397],"genre_scores_gemma":[0.97968763,0.0036691553,0.00024732813,0.010950931,0.00008523034,0.004733813,0.00015782859,0.00006550149,0.00040256538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9864933,0.0054564807,0.0035233486,0.00133081,0.0013062424,0.0018898],"domain_scores_gemma":[0.9904648,0.0036637103,0.0014533814,0.0009158329,0.00033948667,0.0031628099],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.020399334,0.00048169837,0.0016021812,0.0004532938,0.0009438016,0.000047505386,0.0005633199,0.00043399513,0.000101450874],"category_scores_gemma":[0.0013962426,0.00042141404,0.00004638779,0.0011065925,0.00011309422,0.00031849102,0.00036653824,0.0014513226,0.00005436473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071147503,0.0013435502,0.9665646,0.0043715765,0.000012289606,8.155085e-7,0.00562016,0.0000022729575,0.000033049102,0.0018263854,0.0019478506,0.017565966],"study_design_scores_gemma":[0.00361862,0.0012234802,0.9703263,0.00052830577,0.0000058842293,0.0000022994914,0.0065421546,0.00009557418,0.000002298591,0.00010318576,0.017278995,0.0002728899],"about_ca_topic_score_codex":0.042392947,"about_ca_topic_score_gemma":0.033971667,"teacher_disagreement_score":0.019003091,"about_ca_system_score_codex":0.000750891,"about_ca_system_score_gemma":0.0052936664,"threshold_uncertainty_score":0.99982375},"labels":[],"label_agreement":null},{"id":"W2918249653","doi":"10.2196/11575","title":"An App to Improve Eating Habits of Adolescents and Young Adults (Challenge to Go): Systematic Development of a Theory-Based and Target Group–Adapted Mobile App Intervention","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Mobile apps; Intervention (counseling); mHealth; Psychology; Smartphone app; Psychological intervention; Medicine; Gerontology; Computer science; Clinical psychology; Internet privacy; World Wide Web; Psychiatry","score_opus":0.02531956593516496,"score_gpt":0.3854652454650328,"score_spread":0.36014567952986787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918249653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722619,0.0016533678,0.004484171,0.00027279567,0.00033382225,0.020642633,0.00011773798,0.00010684578,0.00012673103],"genre_scores_gemma":[0.97926307,0.00018478742,0.0084955925,0.0011565357,0.00007617668,0.01060513,0.00007280802,0.000058024387,0.00008785994],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9942218,0.0009669534,0.0024699124,0.0008549452,0.0004234787,0.0010629032],"domain_scores_gemma":[0.9955686,0.00035511094,0.0012805365,0.0006264279,0.00033412196,0.0018352097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036512064,0.00037014665,0.0011445341,0.00043533125,0.00065218384,0.000011041238,0.00020843206,0.00029599643,0.000027639016],"category_scores_gemma":[0.00013727014,0.00033468698,0.000049950268,0.00041221676,0.000056950874,0.00013999312,0.00014163832,0.00051104004,0.00003365657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031136018,0.0012674825,0.12751992,0.74729294,0.000032352484,7.777989e-7,0.03024112,0.000012634322,0.0006432985,0.0053747897,0.00013203628,0.08436907],"study_design_scores_gemma":[0.019789908,0.013935545,0.8141666,0.105513744,0.00021180836,0.000010828386,0.031784736,0.008304082,0.00019563863,0.00077453017,0.0037826048,0.001529953],"about_ca_topic_score_codex":0.00047356184,"about_ca_topic_score_gemma":0.0008525589,"teacher_disagreement_score":0.6866467,"about_ca_system_score_codex":0.00024097993,"about_ca_system_score_gemma":0.000867547,"threshold_uncertainty_score":0.99991053},"labels":[],"label_agreement":null},{"id":"W2918957947","doi":"10.2196/10967","title":"Augmented Reality in Medicine: Systematic and Bibliographic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":334,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Augmented reality; MEDLINE; Computer science; Medicine; Human–computer interaction; Political science","score_opus":0.19340744041194238,"score_gpt":0.47252856873687454,"score_spread":0.2791211283249322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918957947","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.0212985e-7,0.9843432,0.0024699308,0.004762615,0.00016594192,0.007745947,0.000030933894,0.00012573722,0.0003550089],"genre_scores_gemma":[0.000011516132,0.9961567,0.00021291916,0.0019616454,0.000059696624,0.0014223922,0.00008617676,0.000029375915,0.000059575836],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99403065,0.0013634505,0.0022527974,0.0011420052,0.00051957194,0.0006915187],"domain_scores_gemma":[0.9954544,0.00067394384,0.0014986591,0.0016582137,0.00008128894,0.0006334976],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038788498,0.0005456675,0.003913795,0.0023631032,0.0001844508,0.000061459024,0.00087342574,0.000314261,0.000005828172],"category_scores_gemma":[0.000104415536,0.00039165549,0.00015016926,0.006966315,0.00015647532,0.00021708493,0.00031032885,0.00079020206,0.000029740047],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.393488e-7,0.00003815419,0.000005707146,0.8264658,0.000018601593,0.0000023756065,0.000060774415,2.7409088e-8,2.4813493e-9,0.006381313,0.0044504036,0.16257623],"study_design_scores_gemma":[0.00034435233,0.00014172366,0.0001990476,0.56605,0.00066644896,0.00015675425,0.000015796075,0.0002341154,1.7923448e-9,0.00043067863,0.43138525,0.0003758467],"about_ca_topic_score_codex":0.00047157737,"about_ca_topic_score_gemma":0.00008793465,"teacher_disagreement_score":0.42693484,"about_ca_system_score_codex":0.00019863213,"about_ca_system_score_gemma":0.0007805577,"threshold_uncertainty_score":0.99985355},"labels":[],"label_agreement":null},{"id":"W2919440236","doi":"10.2196/13250","title":"Application of Mobile Health Technologies Aimed at Salt Reduction: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Sodium Intake and Health","field":"Nursing","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"mHealth; Psychological intervention; Medicine; Cochrane Library; Environmental health; Short Message Service; Nursing; Alternative medicine; Computer science; Telecommunications; Pathology","score_opus":0.09365844671731491,"score_gpt":0.44600520781766895,"score_spread":0.352346761100354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919440236","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000121428675,0.9702391,0.000016975784,0.0018773507,0.00096864294,0.026168557,0.00014427626,0.00047706364,0.00009588995],"genre_scores_gemma":[0.00015406612,0.9900264,0.00018351176,0.0013420465,0.00017217983,0.0073675034,0.00043580166,0.0001357223,0.00018273598],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99180084,0.0010243137,0.0041747447,0.0011919244,0.00063382013,0.0011743715],"domain_scores_gemma":[0.99151474,0.00038149758,0.0056135,0.0018925634,0.00018431446,0.00041336086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024911666,0.00081646006,0.007828762,0.0005882344,0.00051799824,0.000023794224,0.00056173914,0.00075576955,0.000017818411],"category_scores_gemma":[0.00012925846,0.0006482465,0.00047785055,0.0011767725,0.00020488945,0.00012128617,0.00016139635,0.0011039841,0.00023470269],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017680417,0.00007189251,0.0000021389578,0.63255876,0.000023434462,2.7992007e-7,0.00013434606,5.51826e-8,6.448767e-8,0.00012664672,0.0037504446,0.3633142],"study_design_scores_gemma":[0.00023712812,0.0011403318,0.0000039197016,0.46951628,0.0014154954,0.0002665181,0.00020054528,0.0000068205304,7.6634393e-7,0.00005286152,0.526773,0.00038637157],"about_ca_topic_score_codex":0.00036125508,"about_ca_topic_score_gemma":0.000028344033,"teacher_disagreement_score":0.52302253,"about_ca_system_score_codex":0.0018079028,"about_ca_system_score_gemma":0.0016142828,"threshold_uncertainty_score":0.9995969},"labels":[],"label_agreement":null},{"id":"W2919682652","doi":"10.2196/12209","title":"Comparing Self-Monitoring Strategies for Weight Loss in a Smartphone App: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"American Psychological Association","keywords":"Weight loss; Overweight; Self-monitoring; Randomized controlled trial; Body mass index; Medicine; mHealth; Obesity; Calorie; Physical therapy; Gerontology; Psychology; Psychological intervention; Internal medicine; Psychiatry","score_opus":0.05938044106751331,"score_gpt":0.44064916588760794,"score_spread":0.3812687248200946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919682652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91366124,0.0029377944,0.00047386676,0.0031563276,0.0034975242,0.07071082,0.00002322224,0.0004019577,0.005137223],"genre_scores_gemma":[0.89232194,0.0057600373,0.0014796751,0.0016079737,0.0016011127,0.09648967,0.00005447664,0.00007417486,0.0006109259],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99104476,0.0018281535,0.0034619384,0.00093239726,0.00044457175,0.002288162],"domain_scores_gemma":[0.9911262,0.0052295295,0.0014709898,0.00063395326,0.000270669,0.0012686773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008111005,0.00051057443,0.003616021,0.0005051047,0.0012583308,0.000036943067,0.00028199644,0.00053818105,0.0000946248],"category_scores_gemma":[0.0002578207,0.00041717265,0.00026844293,0.00050543476,0.000110982335,0.00028422932,0.00008693905,0.0014061333,0.0001437966],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8971657,0.00047518677,0.044052165,0.00997643,0.00004804307,0.0000015760959,0.0035983152,0.000011575965,0.00000487124,0.041512698,0.0012821748,0.0018712484],"study_design_scores_gemma":[0.9614638,0.00045938836,0.010465074,0.00044203995,0.000105206724,0.0000027546662,0.0017408018,0.0021697811,7.4540867e-7,0.0030526617,0.019771867,0.0003258486],"about_ca_topic_score_codex":0.0008588177,"about_ca_topic_score_gemma":0.0003659293,"teacher_disagreement_score":0.064298116,"about_ca_system_score_codex":0.0005875207,"about_ca_system_score_gemma":0.005045728,"threshold_uncertainty_score":0.999828},"labels":[],"label_agreement":null},{"id":"W2920187112","doi":"10.2196/11223","title":"Barriers to and Facilitators of the Use of Mobile Health Apps From a Security Perspective: Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":263,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); mHealth; Internet privacy; Computer science; Psychology; Medicine; Nursing; Psychological intervention","score_opus":0.061418112287998525,"score_gpt":0.4948892202699898,"score_spread":0.4334711079819913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920187112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96960604,0.002694482,0.00016332013,0.0032584511,0.0008010327,0.022332862,0.0008959917,0.00007258231,0.00017521903],"genre_scores_gemma":[0.9822199,0.0014101439,0.0029688908,0.00604404,0.00010875674,0.007024824,0.000015862302,0.000050298204,0.00015728215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99092036,0.00405092,0.0021750631,0.0010131862,0.0005270081,0.0013134616],"domain_scores_gemma":[0.9919144,0.0020608588,0.001343621,0.0013098944,0.00043592424,0.0029352945],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003799578,0.0003909704,0.0013594653,0.0002949934,0.0012900173,0.000010972099,0.00034534052,0.00028748828,0.00019949587],"category_scores_gemma":[0.0007154518,0.00030379865,0.00010134111,0.0009565874,0.00023022632,0.00015962646,0.0003808523,0.0011835605,0.000022820977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065883505,0.000615198,0.8297365,0.007526031,0.000053802465,3.623775e-7,0.07050926,0.000022679307,0.00004562938,0.011908155,0.009188769,0.06973482],"study_design_scores_gemma":[0.0031157555,0.003260702,0.7506871,0.00053780386,0.00006596004,0.0000021514272,0.11934772,0.00025250192,0.000011751303,0.0021491027,0.12021914,0.0003502725],"about_ca_topic_score_codex":0.0280647,"about_ca_topic_score_gemma":0.0034181469,"teacher_disagreement_score":0.11103038,"about_ca_system_score_codex":0.0005092193,"about_ca_system_score_gemma":0.0049023656,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W2920221217","doi":"10.2196/11842","title":"Patients’ and Doctors’ Perceptions of a Mobile Phone–Based Consultation Service for Maternal, Neonatal, and Infant Health Care in Bangladesh: A Mixed-Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian National University; Australian Government; United States Agency for International Development","keywords":"Mobile phone; mHealth; Medicine; Phone; Infant mortality; Health care; Nursing; Family medicine; Medical emergency; Psychological intervention; Environmental health; Population; Telecommunications","score_opus":0.03186554689866736,"score_gpt":0.4638817217210959,"score_spread":0.4320161748224285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920221217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97030693,0.0030935593,0.00031456622,0.0017147867,0.0004063018,0.02338282,0.0006561643,0.00007834254,0.000046532597],"genre_scores_gemma":[0.96914274,0.0016318234,0.006284894,0.0055451244,0.00008329861,0.016839825,0.00037385587,0.000060998373,0.000037424867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941761,0.0014098841,0.0020241623,0.0008852996,0.00030500762,0.0011995793],"domain_scores_gemma":[0.99515176,0.00159492,0.0010726653,0.00048589884,0.0005578944,0.001136884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002424704,0.0003782941,0.0010622717,0.00051450206,0.0009945873,0.000018839619,0.00014996377,0.00029748658,0.00006308309],"category_scores_gemma":[0.00011965691,0.00035850613,0.00004253371,0.00064979907,0.00010094931,0.00017866347,0.00011511703,0.00069458387,0.000013529793],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001010184,0.00050792895,0.8026557,0.028460711,0.000010721258,3.138671e-7,0.04267567,0.0000095102005,0.000017557026,0.00042698273,0.00078288466,0.12344187],"study_design_scores_gemma":[0.011756409,0.0026905537,0.9191594,0.0004443634,0.00003656053,0.0000019469308,0.047570553,0.00085486314,0.000003381979,0.00007652841,0.017137883,0.00026753533],"about_ca_topic_score_codex":0.007582398,"about_ca_topic_score_gemma":0.009142365,"teacher_disagreement_score":0.12317433,"about_ca_system_score_codex":0.00039150394,"about_ca_system_score_gemma":0.0024670092,"threshold_uncertainty_score":0.9998867},"labels":[],"label_agreement":null},{"id":"W2921678619","doi":"10.2196/10750","title":"Comparison of Developers’ and End-Users’ Perspectives About Smoking Cessation Support Through the Crush the Crave App","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Impact; University of Waterloo","funders":"","keywords":"Thematic analysis; Psychology; Psychological intervention; End user; Smoking cessation; Focus group; Qualitative research; The Internet; Limiting; Internet privacy; Applied psychology; World Wide Web; Computer science; Medicine; Engineering; Business; Marketing","score_opus":0.10170580081323409,"score_gpt":0.43542422146243154,"score_spread":0.33371842064919743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921678619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98904175,0.0009348531,0.00022161045,0.006381559,0.00019659958,0.00062632264,0.000008660505,0.0000406312,0.0025479922],"genre_scores_gemma":[0.99737746,0.0007028169,0.00012425988,0.0013147964,0.0003017825,0.000039054547,0.000021888343,0.000017268501,0.000100666715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849445,0.00012083114,0.00041289453,0.00028203023,0.00036860062,0.00032119258],"domain_scores_gemma":[0.9989819,0.00012893468,0.00029242272,0.0002651328,0.00020269914,0.00012893995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068820856,0.00015077827,0.00030863407,0.00006026945,0.0006523839,0.000032394048,0.00008739465,0.00011064495,0.00009571243],"category_scores_gemma":[0.00005161874,0.00008790106,0.000032730728,0.00023208065,0.00049503444,0.00010938735,0.000036022884,0.00032111554,0.0000013035262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019918413,0.00012546574,0.804169,0.00036706583,0.000026240525,8.914931e-7,0.16605186,3.165447e-7,0.00004562774,0.0038572098,0.0020747192,0.023082409],"study_design_scores_gemma":[0.00085261435,0.00053433835,0.95628077,0.00008293453,0.00013747958,0.000027947499,0.03701324,0.00004493006,0.00025133055,0.00018425944,0.004505536,0.000084610656],"about_ca_topic_score_codex":0.00066375127,"about_ca_topic_score_gemma":0.000117767435,"teacher_disagreement_score":0.15211178,"about_ca_system_score_codex":0.00009980758,"about_ca_system_score_gemma":0.0003760875,"threshold_uncertainty_score":0.5017675},"labels":[],"label_agreement":null},{"id":"W2922398957","doi":"10.2196/10921","title":"A Mobile-Based Mindfulness and Social Support Program for Adolescents and Young Adults With Sarcoma: Development and Pilot Testing","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Psychosocial; Medicine; Cancer; Intervention (counseling); Mindfulness; Young adult; Gerontology; Social support; Clinical psychology; Psychology; Psychiatry; Psychotherapist","score_opus":0.0507519865178004,"score_gpt":0.3632228715444946,"score_spread":0.31247088502669423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922398957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932701,0.0005228713,0.000077374854,0.0010480589,0.00008745285,0.0048268945,0.000028034648,0.00009255225,0.000046665642],"genre_scores_gemma":[0.9907306,0.0000120669,0.0060465294,0.0021158352,0.00016186449,0.00078111544,0.00006294477,0.00004239394,0.000046637462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790776,0.000067227316,0.00047989594,0.0005980734,0.0003212178,0.0006258471],"domain_scores_gemma":[0.998792,0.000102953636,0.00025244695,0.00014267817,0.00012736484,0.0005825875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006827966,0.00027264195,0.00057805586,0.00010829747,0.00036666208,0.00004542951,0.000042236585,0.000098791956,0.000002906369],"category_scores_gemma":[0.000028820914,0.00023248339,0.00001672603,0.00013539135,0.00014094774,0.000079569654,0.000041872256,0.00024487375,9.494965e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054663992,0.0009395814,0.6421672,0.036029425,0.000026812255,0.000007844713,0.010541481,8.9751e-8,0.000004924555,0.000026008538,0.00021209235,0.30457813],"study_design_scores_gemma":[0.020808814,0.014797365,0.9558759,0.0018737629,0.00010466692,0.0001520198,0.0027267074,0.0002752589,0.00010419387,0.000024657193,0.0028386554,0.0004180477],"about_ca_topic_score_codex":0.00032694652,"about_ca_topic_score_gemma":0.0004582612,"teacher_disagreement_score":0.31370863,"about_ca_system_score_codex":0.00008842539,"about_ca_system_score_gemma":0.0010715888,"threshold_uncertainty_score":0.94803977},"labels":[],"label_agreement":null},{"id":"W2922425027","doi":"10.2196/13447","title":"Increasing Completion Rate and Benefits of Checklists: Prospective Evaluation of Surgical Safety Checklists With Smart Glasses","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Checklist; Patient safety; Medicine; Medical physics; Computer science; Psychology; Health care","score_opus":0.08988538032530863,"score_gpt":0.42810675665441394,"score_spread":0.3382213763291053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922425027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911462,0.00073794986,0.000042741653,0.0017068,0.00018639685,0.002596902,0.00008999037,0.000031298892,0.0034617253],"genre_scores_gemma":[0.99808973,0.0009813537,0.00025584517,0.0002199415,0.00007505252,0.000120881676,0.00015988531,0.000017776501,0.000079504774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996455,0.0012692207,0.0008838257,0.00037005465,0.0006001415,0.00042174963],"domain_scores_gemma":[0.9969947,0.0006163473,0.0010927134,0.0002508362,0.0007131211,0.00033232252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047259605,0.00017369418,0.0005550136,0.00014696024,0.00036423554,0.0000013565033,0.00006724925,0.0001772153,0.00009806961],"category_scores_gemma":[0.00018884735,0.0001384094,0.0000235037,0.00030186828,0.00017148479,0.00016557636,0.000045196037,0.0003885575,0.00000849215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029846155,0.00019255451,0.97574466,0.0043412205,0.000024106781,3.3721636e-7,0.005360631,0.00006076565,0.000050521132,0.008721097,0.000077086,0.0024423758],"study_design_scores_gemma":[0.0051056496,0.0005495556,0.9886272,0.0008330037,0.00007902674,0.000010819309,0.0014699616,0.0008283828,0.000021403215,0.0001589119,0.0021967432,0.00011934064],"about_ca_topic_score_codex":0.0007790884,"about_ca_topic_score_gemma":0.00027780715,"teacher_disagreement_score":0.012882513,"about_ca_system_score_codex":0.00024290217,"about_ca_system_score_gemma":0.0012935764,"threshold_uncertainty_score":0.5644172},"labels":[],"label_agreement":null},{"id":"W2925593346","doi":"10.2196/13241","title":"Social Inequity and Structural Barriers to Completion of Ecological Momentary Assessments for Young Men Who Have Sex With Men and Trans Women Living With HIV in San Francisco","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Resources and Services Administration","keywords":"Human immunodeficiency virus (HIV); Psychology; Gerontology; Ecology; Demography; Medicine; Sociology; Biology; Family medicine","score_opus":0.03333426560862208,"score_gpt":0.40066048708154994,"score_spread":0.36732622147292787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925593346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946065,0.000052412655,0.00050363917,0.0015392775,0.0000046033974,0.0018578074,0.00011408506,0.000010433904,0.0013112171],"genre_scores_gemma":[0.9982724,0.00004681546,0.00036427184,0.0002544727,0.00003951645,0.00017992962,0.00004072998,0.000013619269,0.00078819937],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844444,0.0001525865,0.00030864895,0.00031004476,0.00025893998,0.00052533275],"domain_scores_gemma":[0.9989674,0.000079486905,0.00008924214,0.00008773094,0.000056902973,0.00071922294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000750635,0.00014085128,0.0004958658,0.00015858786,0.00020492492,0.000019977491,0.000044434033,0.000067874884,0.00011564913],"category_scores_gemma":[0.000021308804,0.00010115747,0.000016775237,0.000116966694,0.00010990701,0.00012182487,0.000032726995,0.00022680782,2.3179452e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012621118,0.00009928506,0.9723264,0.002668776,0.00004981623,0.0000026393197,0.014795264,0.0000022257034,0.0001991941,0.000063377716,0.0023089442,0.0062219603],"study_design_scores_gemma":[0.0037450772,0.013681377,0.96134686,0.00022314928,0.000023130046,0.000014606023,0.0143616935,0.0063670967,0.000007523433,0.000043141063,0.0000846663,0.00010169324],"about_ca_topic_score_codex":0.0005377147,"about_ca_topic_score_gemma":0.00094327837,"teacher_disagreement_score":0.013582092,"about_ca_system_score_codex":0.0002125964,"about_ca_system_score_gemma":0.00026889553,"threshold_uncertainty_score":0.4125082},"labels":[],"label_agreement":null},{"id":"W2925712792","doi":"10.2196/12013","title":"Development of a Sensor-Based Behavioral Monitoring Solution to Support Dementia Care","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Rigshospitalet","keywords":"Computer science; Wearable computer; Global Positioning System; Activity recognition; Smartwatch; Set (abstract data type); Data set; Wearable technology; Real-time computing; Human–computer interaction; Artificial intelligence; Embedded system; Telecommunications","score_opus":0.09001145291096786,"score_gpt":0.4218929412305277,"score_spread":0.3318814883195598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2925712792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979078,0.00016254107,0.00008702519,0.00028538893,0.00032776705,0.0006466689,0.000011158267,0.000041915664,0.0005297209],"genre_scores_gemma":[0.9944481,0.000010867733,0.0052321837,0.0001050277,0.00008635756,0.000027210412,0.000019267243,0.000007505555,0.000063452884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985393,0.000055082,0.00036593157,0.00025711439,0.00033549056,0.00044704776],"domain_scores_gemma":[0.9992401,0.000014560321,0.00012635997,0.00013239113,0.00010116071,0.00038543137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004914235,0.000094567,0.00019153822,0.000080280835,0.00039280535,0.000017813938,0.00010243254,0.00007935281,0.00007911783],"category_scores_gemma":[0.000003726178,0.000094796975,0.000030522904,0.00019213476,0.000046310604,0.0001025585,0.000014380891,0.00009840667,0.000015320993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047502435,0.000074392876,0.95310533,0.0005064384,0.0000022723486,5.1118576e-7,0.024332222,0.0000010712016,0.00012607354,0.000032971733,0.000031167925,0.02174006],"study_design_scores_gemma":[0.00041433075,0.00018511571,0.9816366,0.000054759188,0.000022788041,4.5177444e-8,0.008995712,0.0000027739673,0.00039594437,0.000006289598,0.008162134,0.0001235156],"about_ca_topic_score_codex":0.0021322996,"about_ca_topic_score_gemma":0.0019389301,"teacher_disagreement_score":0.028531276,"about_ca_system_score_codex":0.00018376033,"about_ca_system_score_gemma":0.0014386256,"threshold_uncertainty_score":0.38657084},"labels":[],"label_agreement":null},{"id":"W2926647542","doi":"10.2196/13362","title":"The Potential of Self-Management mHealth for Pediatric Cystic Fibrosis: Mixed-Methods Study for Health Care and App Assessment","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitat Politècnica de València; Horizon 2020 Framework Programme; European Commission","keywords":"mHealth; Usability; Medicine; Health care; Self-management; Empowerment; MEDLINE; Telemedicine; App store; Nursing; Family medicine; World Wide Web; Computer science; Psychological intervention","score_opus":0.04733054236711857,"score_gpt":0.5046491873239729,"score_spread":0.4573186449568543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2926647542","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023868245,0.95848244,0.0044745537,0.0005801213,0.0008374145,0.034479126,0.00077784684,0.00009502244,0.00003481706],"genre_scores_gemma":[0.0003586018,0.89091176,0.101828404,0.00016678963,0.00063129055,0.0054717823,0.0003785474,0.00014358887,0.00010923819],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99204534,0.0014111715,0.0024728212,0.0013872762,0.00091323693,0.0017701412],"domain_scores_gemma":[0.99225146,0.0031522121,0.0018778434,0.0010528588,0.00040059278,0.0012650609],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005338813,0.0007978004,0.0039031184,0.00061076635,0.0011042306,0.00009861316,0.00038865907,0.00028442845,0.0000024011363],"category_scores_gemma":[0.00021880465,0.00053964637,0.00045333843,0.00062658964,0.00013707114,0.00008621638,0.0002968224,0.0007987959,0.0000019799209],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003696489,0.00033374922,0.00004464466,0.40580183,0.00015904607,0.0000013119633,0.00029540886,5.324641e-7,3.7193267e-8,0.00021211764,0.002321021,0.59046066],"study_design_scores_gemma":[0.0061761094,0.021430286,0.0045697647,0.005992107,0.005333605,0.00005427961,0.0045418665,0.00020383034,6.1007185e-8,0.00010196181,0.9510811,0.00051505526],"about_ca_topic_score_codex":0.00007705454,"about_ca_topic_score_gemma":0.000042546744,"teacher_disagreement_score":0.94876003,"about_ca_system_score_codex":0.0010775086,"about_ca_system_score_gemma":0.006351557,"threshold_uncertainty_score":0.9997055},"labels":[],"label_agreement":null},{"id":"W2927689437","doi":"10.2196/12771","title":"Is Wearable Technology Becoming Part of Us? Developing and Validating a Measurement Scale for Wearable Technology Embodiment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; mHealth; Human–computer interaction; Scale (ratio); Computer science; Construct (python library); Activity tracker; Mobile phone; Psychology; Psychological intervention","score_opus":0.07561720940505487,"score_gpt":0.37284759163241066,"score_spread":0.29723038222735576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927689437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95817417,0.004537877,0.00030553868,0.034076363,0.00022863044,0.0018288335,0.000010002881,0.0002698953,0.000568679],"genre_scores_gemma":[0.984019,0.0028962933,0.011871136,0.00069207326,0.0000477551,0.00025606202,8.8936065e-7,0.000024560097,0.00019225561],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997333,0.0000883649,0.0006082117,0.00059973646,0.0003684254,0.0010022946],"domain_scores_gemma":[0.99869066,0.00009492767,0.0004164845,0.00033622084,0.0002684933,0.0001931998],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019828,0.00020400036,0.00054910977,0.000540763,0.00081295765,0.000028360408,0.00027018288,0.00049042323,0.000019861047],"category_scores_gemma":[0.00018373955,0.00021095255,0.00003687779,0.00074888504,0.00041818855,0.00015132083,0.00014325684,0.0003335396,0.000009405242],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019064026,0.00033462746,0.6718108,0.0055254297,0.00010340363,0.0000023044922,0.018249227,0.000003955761,0.0023950504,0.041688956,0.001424458,0.25827116],"study_design_scores_gemma":[0.022357624,0.006252589,0.088764094,0.016069401,0.00052371,0.00011234252,0.15823902,0.0015164153,0.066511616,0.16760044,0.46807334,0.0039794142],"about_ca_topic_score_codex":0.00085005345,"about_ca_topic_score_gemma":0.001440996,"teacher_disagreement_score":0.5830467,"about_ca_system_score_codex":0.00032776414,"about_ca_system_score_gemma":0.0009814462,"threshold_uncertainty_score":0.86023957},"labels":[],"label_agreement":null},{"id":"W2927783817","doi":"10.2196/12652","title":"Improving Linkage to and Retention in Care in Newly Diagnosed HIV-Positive Patients Using Smartphones in South Africa: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health Laboratory Service; World Bank Group","keywords":"Medicine; Referral; Randomized controlled trial; mHealth; Family medicine; Health care; Physical therapy; Psychological intervention; Nursing; Internal medicine","score_opus":0.03478651677393064,"score_gpt":0.3814086818083062,"score_spread":0.3466221650343756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927783817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9432516,0.0017985756,0.000077434066,0.00087045744,0.0007977198,0.05261446,0.00008453764,0.00005056335,0.00045463102],"genre_scores_gemma":[0.9772966,0.0005916882,0.0006526294,0.0020169641,0.00021388313,0.018950233,0.00011146461,0.000050887335,0.000115662806],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99103713,0.0028494066,0.0031108877,0.0009603383,0.00036928014,0.0016729697],"domain_scores_gemma":[0.99502176,0.0022018314,0.0011300043,0.0003920488,0.00021316334,0.0010411879],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045990692,0.00040831658,0.0023550072,0.0010854669,0.0005057698,0.00002299263,0.0001388644,0.0005046564,0.000029626694],"category_scores_gemma":[0.00091308996,0.00035969538,0.000102583836,0.0008772143,0.00006760743,0.00019665237,0.0001237302,0.0012839101,0.00003726628],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7215722,0.0004236281,0.1998061,0.005829546,0.000007996419,0.0000062437866,0.062302805,0.000033888995,0.000013799732,0.00055313355,0.00006162451,0.009389007],"study_design_scores_gemma":[0.8381657,0.00058006786,0.15042762,0.0009778994,0.000035207544,3.5359707e-7,0.0071004997,0.0021092454,4.2303049e-7,0.00010831085,0.00022094927,0.00027369926],"about_ca_topic_score_codex":0.005224474,"about_ca_topic_score_gemma":0.004529572,"teacher_disagreement_score":0.116593495,"about_ca_system_score_codex":0.000990484,"about_ca_system_score_gemma":0.0020863693,"threshold_uncertainty_score":0.9998855},"labels":[],"label_agreement":null},{"id":"W2927971348","doi":"10.2196/10874","title":"Evaluating the Impact of the HeartHab App on Motivation, Physical Activity, Quality of Life, and Risk Factors of Coronary Artery Disease Patients: Multidisciplinary Crossover Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit Hasselt","keywords":"Medicine; Quality of life (healthcare); Multidisciplinary approach; Coronary artery disease; Physical activity; Disease; Crossover study; Physical therapy; Internal medicine; Psychology; Gerontology; Alternative medicine; Nursing; Pathology","score_opus":0.10210976023784699,"score_gpt":0.4829912663545404,"score_spread":0.38088150611669347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927971348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994585,0.00012341626,7.6708625e-7,0.00027320697,0.00014921566,0.0044078454,0.000405504,0.000011726663,0.00004332127],"genre_scores_gemma":[0.9995989,0.000105319225,0.0000062898794,0.00012880351,0.00006840269,0.00003580653,0.00002187065,0.000019080395,0.000015518328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969199,0.0009151058,0.00069961196,0.0003590885,0.0007051634,0.00040116298],"domain_scores_gemma":[0.99663895,0.0010013025,0.0009230213,0.0005696122,0.00017116532,0.0006959489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012974603,0.00022146414,0.00078734284,0.000075992684,0.0002803868,0.0000048668953,0.00007420282,0.00006249319,0.0000071849645],"category_scores_gemma":[0.00036820612,0.00011841436,0.00019148219,0.0002452399,0.0001959911,0.000090854504,0.00011118567,0.00042264015,8.182439e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006879915,0.0034561034,0.9786262,0.0027642779,0.000039506238,1.4034221e-7,0.004121113,0.000033020635,0.000039368577,0.000012897057,0.00003259951,0.003994866],"study_design_scores_gemma":[0.0051142043,0.008026302,0.984713,0.00016200815,0.000075703785,8.817544e-7,0.001176953,0.00058969687,0.000010719939,0.000050480776,7.82768e-7,0.00007926373],"about_ca_topic_score_codex":0.0027567279,"about_ca_topic_score_gemma":0.000026100815,"teacher_disagreement_score":0.0060868105,"about_ca_system_score_codex":0.00016531133,"about_ca_system_score_gemma":0.0014295548,"threshold_uncertainty_score":0.48287973},"labels":[],"label_agreement":null},{"id":"W2928051689","doi":"10.2196/13614","title":"The Use of Smart Devices by Care Providers in Emergency Departments: Cross-Sectional Survey Design","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Emergency department; Medicine; Health care; Population; Medical emergency; Family medicine; Nursing; Service provider; Service (business); Environmental health","score_opus":0.15804083513185452,"score_gpt":0.4250620253306798,"score_spread":0.2670211901988253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928051689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940557,0.003236225,0.000023944323,0.0005336999,0.00057154754,0.0014686964,0.00004567147,0.000040953255,0.000023565028],"genre_scores_gemma":[0.9973863,0.0018154233,0.00018418799,0.00026491837,0.000034173758,0.0000874101,0.00006936718,0.000015330927,0.00014288536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800646,0.00031377844,0.0006563471,0.00030574473,0.0002378896,0.00047977388],"domain_scores_gemma":[0.9987257,0.0003681933,0.00024050902,0.00026760556,0.00017464532,0.00022333094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088653946,0.00013752368,0.00027278336,0.00011021001,0.00023392912,0.000013807682,0.000079939266,0.00020322773,0.000013944168],"category_scores_gemma":[0.00016132955,0.000102452024,0.000029272056,0.0002756644,0.0000796304,0.00014334118,0.000026133233,0.00037793437,0.000008121506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006808175,0.000063211824,0.992493,0.001246101,0.0000098558,0.0000010912353,0.00033016197,0.0000050233716,0.000007930542,0.000025594733,0.0006374853,0.0044997768],"study_design_scores_gemma":[0.0007990193,0.00095436175,0.9932002,0.000046770776,0.0000054071656,0.0000049400787,0.00018666568,0.00006366304,0.000036248388,0.000016517546,0.004612591,0.00007363061],"about_ca_topic_score_codex":0.0025920982,"about_ca_topic_score_gemma":0.002004645,"teacher_disagreement_score":0.0044261464,"about_ca_system_score_codex":0.00016063075,"about_ca_system_score_gemma":0.00056484906,"threshold_uncertainty_score":0.41778722},"labels":[],"label_agreement":null},{"id":"W2928238017","doi":"10.2196/11930","title":"Smartphones as Sleep Duration Sensors: Validation of the iSenseSleep Algorithm","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Smartwatch; Sleep (system call); Duration (music); Computer science; Sleep patterns; Actigraphy; Psychology; Wearable computer; Audiology; Medicine; Circadian rhythm; Embedded system","score_opus":0.020813968999715465,"score_gpt":0.3394374149618561,"score_spread":0.31862344596214065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928238017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98515743,0.00084502494,0.000058930287,0.002913484,0.0019143524,0.00083350047,0.000013630743,0.000049599195,0.008214071],"genre_scores_gemma":[0.9970711,0.00027729213,0.00010924153,0.00095787365,0.00012318144,0.00002854849,0.000024707357,0.00002197412,0.0013860918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998346,0.0002801013,0.00046864737,0.00031433464,0.00022351705,0.00036741802],"domain_scores_gemma":[0.9989294,0.00010816588,0.00034438228,0.00039064843,0.0000719484,0.00015549819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033899327,0.0001500657,0.00022932161,0.000104628874,0.00017656338,0.000012665096,0.00010291297,0.0002213806,0.000462868],"category_scores_gemma":[0.000019060557,0.000106213054,0.000065516404,0.00031160132,0.00008036787,0.00007513438,0.000025538997,0.00026606154,0.00034832486],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016833895,0.0024649089,0.1353911,0.002278232,0.00074625784,0.000015633063,0.06587467,0.00028637328,0.000917171,0.032904632,0.022695178,0.73474246],"study_design_scores_gemma":[0.017920824,0.0030333472,0.8992884,0.00034467393,0.00076989987,0.00037415378,0.024860807,0.0049561914,0.0027956022,0.006685338,0.037608147,0.0013625796],"about_ca_topic_score_codex":0.0006453872,"about_ca_topic_score_gemma":0.000012094313,"teacher_disagreement_score":0.76389736,"about_ca_system_score_codex":0.0000365469,"about_ca_system_score_gemma":0.00010206033,"threshold_uncertainty_score":0.506808},"labels":[],"label_agreement":null},{"id":"W2928878398","doi":"10.2196/12794","title":"Using Smartphone-Based Psychoeducation to Reduce Postnatal Depression Among First-Time Mothers: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Royal University Hospital Foundation","keywords":"Edinburgh Postnatal Depression Scale; Psychoeducation; Medicine; Randomized controlled trial; Attendance; Psychological intervention; Depression (economics); Anxiety; Intervention (counseling); Psychiatry; Depressive symptoms","score_opus":0.035511642473927026,"score_gpt":0.38463211562274807,"score_spread":0.34912047314882105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928878398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784703,0.00095549127,0.000062824496,0.0032114596,0.0015424064,0.014929174,0.000012394329,0.00008873833,0.0007272061],"genre_scores_gemma":[0.99291974,0.00015414853,0.0009367381,0.003502891,0.00044840557,0.00076207035,0.000038665166,0.000045825567,0.0011914861],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969959,0.00042182213,0.0009974496,0.00053274696,0.00040349874,0.0006485656],"domain_scores_gemma":[0.9976271,0.00040612547,0.00048222166,0.00040375823,0.00008358832,0.0009972481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014715798,0.00029588904,0.0014918491,0.00027235586,0.0002670197,0.000035571953,0.00009013748,0.00018617658,0.00029702674],"category_scores_gemma":[0.000120709126,0.00022309506,0.00018664761,0.00018556736,0.00006445186,0.00012191574,0.000024373188,0.00030868506,0.00011897188],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98600125,0.0003798015,0.007452681,0.0046941186,0.000027788245,0.000004388417,0.00072991266,0.000021747626,0.000090453745,0.000016846432,0.00016875332,0.0004122845],"study_design_scores_gemma":[0.9554615,0.0013009174,0.0342961,0.00438634,0.00016498372,0.00004096492,0.000061029088,0.0036226707,0.00027231697,0.000025485806,0.00013822199,0.00022944117],"about_ca_topic_score_codex":0.0005754907,"about_ca_topic_score_gemma":0.000011773752,"teacher_disagreement_score":0.030539693,"about_ca_system_score_codex":0.00021594708,"about_ca_system_score_gemma":0.0006277419,"threshold_uncertainty_score":0.9097553},"labels":[],"label_agreement":null},{"id":"W2929198708","doi":"10.2196/11500","title":"The mHealth App Usability Questionnaire (MAUQ): Development and Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":720,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Chronic Disease Prevention and Health Promotion","keywords":"Usability; mHealth; System usability scale; Computer science; Mobile apps; Heuristic evaluation; World Wide Web; Multimedia; Human–computer interaction; Medicine; Psychological intervention; Nursing","score_opus":0.06851158115830105,"score_gpt":0.45712896586327867,"score_spread":0.38861738470497764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929198708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969957,0.0026106178,0.00013394946,0.009700905,0.0010118525,0.014900072,0.000019274066,0.0003162084,0.0013501061],"genre_scores_gemma":[0.981906,0.0026797366,0.00048290618,0.003812557,0.00038407886,0.00932732,0.000051609837,0.000058797545,0.0012969682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923819,0.0017631145,0.0021876534,0.0011233685,0.0006413076,0.0019027054],"domain_scores_gemma":[0.9946191,0.0012387341,0.0009404141,0.0010367044,0.00033027938,0.001834815],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007001676,0.00043874446,0.00070683245,0.0001853958,0.00668778,0.00005240619,0.0003042222,0.00034248052,0.000067971],"category_scores_gemma":[0.00024008079,0.00032743908,0.00004241488,0.0005495424,0.00018799638,0.00023310608,0.00021678086,0.0014705014,0.0003786035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004145446,0.00046044402,0.73004776,0.0058274916,0.000016635719,9.06432e-7,0.007623038,0.0000024495182,0.0000024183437,0.014014473,0.0024922367,0.23909758],"study_design_scores_gemma":[0.0022664946,0.0005490065,0.82683843,0.00018675225,0.00003253397,0.0000062493746,0.0054744375,0.00017729352,0.0000019443937,0.0009166786,0.16328444,0.00026572173],"about_ca_topic_score_codex":0.0011219472,"about_ca_topic_score_gemma":0.0017748319,"teacher_disagreement_score":0.23883186,"about_ca_system_score_codex":0.00073480804,"about_ca_system_score_gemma":0.004370666,"threshold_uncertainty_score":0.99991775},"labels":[],"label_agreement":null},{"id":"W2931184344","doi":"10.2196/12879","title":"Using Mobile Health to Support Clinical Decision-Making to Improve Maternal and Neonatal Health Outcomes in Ghana: Insights of Frontline Health Worker Information Needs","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Ghana","keywords":"mHealth; Short Message Service; Mobile phone; Context (archaeology); Health facility; Medicine; Intervention (counseling); Health care; Phone; Nursing; Medical emergency; Cluster (spacecraft); Family medicine; Environmental health; Computer science; Health services; Psychological intervention; Population","score_opus":0.06261312238222082,"score_gpt":0.49560973941564396,"score_spread":0.4329966170334231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2931184344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9552091,0.0026217974,0.0055271965,0.010696138,0.0020204415,0.023188137,0.0004666604,0.00015408981,0.00011647481],"genre_scores_gemma":[0.89565104,0.0029351532,0.021108456,0.07592343,0.0003345108,0.0037445775,0.0001086996,0.00009319283,0.00010091157],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9867081,0.0013800235,0.007017939,0.0010037578,0.0009121183,0.0029780767],"domain_scores_gemma":[0.9893939,0.0013213069,0.0030218484,0.0011074137,0.0003543157,0.004801208],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0072972435,0.00067591906,0.002796595,0.001882339,0.0013195098,0.000042912714,0.0004389192,0.0004976792,0.00012461821],"category_scores_gemma":[0.0003026892,0.0006179484,0.00013647373,0.0016164996,0.00010807191,0.000632759,0.00049140776,0.0017410051,0.00020745277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010025394,0.0002143237,0.32664666,0.0061277114,0.000015194215,9.4997904e-7,0.012147945,0.00006666895,7.5249494e-7,0.0016698461,0.0035419925,0.6485654],"study_design_scores_gemma":[0.008580077,0.010785785,0.8367786,0.0042012352,0.000022309543,0.000027132446,0.01682234,0.0019268737,0.0000012737793,0.00062292203,0.119379394,0.0008520694],"about_ca_topic_score_codex":0.007360178,"about_ca_topic_score_gemma":0.0046917098,"teacher_disagreement_score":0.64771336,"about_ca_system_score_codex":0.0016877395,"about_ca_system_score_gemma":0.011170975,"threshold_uncertainty_score":0.9999806},"labels":[],"label_agreement":null},{"id":"W2932927579","doi":"10.2196/10904","title":"Text Messaging to Enhance Behavioral Health Treatment Engagement Among Justice-Involved Youth: Qualitative and User Testing Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; Feinberg School of Medicine; Northwestern University","keywords":"mHealth; Recidivism; Receipt; Mental health; Psychological intervention; Economic Justice; Short Message Service; Psychology; Population; Psychiatry; Clinical psychology; Medicine; Environmental health","score_opus":0.24896661161015124,"score_gpt":0.5492309051071042,"score_spread":0.30026429349695294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932927579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886782,0.0007907279,0.00005882243,0.0020788652,0.00095477776,0.0052567516,0.00017988664,0.00016131985,0.0018406342],"genre_scores_gemma":[0.9944182,0.000025529813,0.0008861673,0.0016311634,0.000095774725,0.00077345385,0.000044742872,0.00006483622,0.002060114],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.994864,0.0012007612,0.0011979361,0.0011017486,0.0003538362,0.001281715],"domain_scores_gemma":[0.99701846,0.00044625756,0.0005327572,0.0005519462,0.00009340994,0.0013571974],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020029538,0.00043416166,0.0007345482,0.00030150803,0.00067462935,0.00010127444,0.00016175951,0.000091058115,0.000085930966],"category_scores_gemma":[0.000033517124,0.00040628357,0.000060768216,0.00044832213,0.000088881265,0.00025281476,0.00014520588,0.00040137372,0.00018470685],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065108103,0.008852122,0.2878409,0.0031841842,0.00012199538,0.000026512187,0.5384649,0.0000044402445,0.000005429516,0.0034445196,0.0013820583,0.15602188],"study_design_scores_gemma":[0.0025983406,0.021328736,0.5637422,0.00057577365,0.00016107995,0.0000049786386,0.41037428,0.000024143943,0.00000850504,0.0000978641,0.0006319364,0.00045212067],"about_ca_topic_score_codex":0.011890424,"about_ca_topic_score_gemma":0.0030378413,"teacher_disagreement_score":0.27590135,"about_ca_system_score_codex":0.00074871624,"about_ca_system_score_gemma":0.00029584003,"threshold_uncertainty_score":0.9998389},"labels":[],"label_agreement":null},{"id":"W2932948203","doi":"10.2196/11461","title":"An App Detecting Dengue Fever in Children: Using Sequencing Symptom Patterns for a Web-Based Assessment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dengue fever; Medicine; Pediatrics; Virology","score_opus":0.030796019978152397,"score_gpt":0.3839502166856921,"score_spread":0.3531541967075397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932948203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99448663,0.0004902334,0.001699388,0.0003937336,0.00012658242,0.0026419642,0.0000594232,0.000076242526,0.000025791365],"genre_scores_gemma":[0.9943411,0.00003415492,0.0013188015,0.0037039318,0.00030122956,0.00016825201,0.00007688551,0.0000451013,0.000010538316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979168,0.000111863345,0.0004723858,0.000537088,0.00024282419,0.0007190394],"domain_scores_gemma":[0.9986791,0.000086904154,0.00020343465,0.0003632187,0.00006889708,0.00059842155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000616825,0.00022130457,0.00048318168,0.00019722225,0.00017271105,0.000039116716,0.00007870565,0.000121624216,0.00004274974],"category_scores_gemma":[0.000018489245,0.0002023834,0.000084525294,0.00015767837,0.000015862699,0.00011237085,0.000016635771,0.00029328867,0.0000020944856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018965431,0.00016341962,0.9816874,0.0018178924,0.000015401429,0.000005100064,0.00015554026,0.00011746355,0.0012364899,0.00006487806,0.000010108467,0.014536646],"study_design_scores_gemma":[0.0066628377,0.00054471596,0.8196445,0.00041054166,0.000094403535,0.000024671646,0.00039324636,0.1719608,0.00002607259,0.00001806037,0.000042851298,0.00017729732],"about_ca_topic_score_codex":0.0010379716,"about_ca_topic_score_gemma":0.00017183927,"teacher_disagreement_score":0.17184334,"about_ca_system_score_codex":0.0005007895,"about_ca_system_score_gemma":0.0017769539,"threshold_uncertainty_score":0.8252955},"labels":[],"label_agreement":null},{"id":"W2933427387","doi":"10.2196/13555","title":"Clinicians’ Role in the Adoption of an Oncology Decision Support App in Europe and Its Implications for Organizational Practices: Qualitative Case Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Workflow; Qualitative research; Knowledge management; Interoperability; Flexibility (engineering); Public relations; Psychology; Business; Nursing; Medicine; Psychological intervention; Political science; Sociology; Computer science","score_opus":0.1976560362829554,"score_gpt":0.5928147812844919,"score_spread":0.3951587450015366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933427387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976295,0.0005193581,0.00012393192,0.0069646854,0.00016043975,0.015289939,0.00017582598,0.00003099706,0.00043981656],"genre_scores_gemma":[0.9854285,0.0014615027,0.0013542935,0.0043468843,0.00013796549,0.006987102,0.0002005263,0.000033768272,0.0000494635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937856,0.0027176884,0.0019112718,0.0006472002,0.00021780093,0.00072040164],"domain_scores_gemma":[0.9908509,0.0059130876,0.0016767648,0.00046871885,0.000618397,0.00047212883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007925178,0.00020108157,0.0005754986,0.0003454175,0.0007194015,0.000009672417,0.00020209025,0.00027160594,0.00003660051],"category_scores_gemma":[0.0010611293,0.00016179653,0.000019695806,0.0011216813,0.00005354934,0.0002759776,0.000064994325,0.0008032688,0.000027400465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022498406,0.005407204,0.54510444,0.0066366955,0.000014995333,0.000021736114,0.26527885,0.000022242859,0.000036601505,0.069673,0.0012067832,0.10434763],"study_design_scores_gemma":[0.0068090823,0.0041145845,0.6696736,0.00013243881,0.00004784321,0.00013788657,0.29220247,0.0009944554,2.961091e-7,0.0031614644,0.022515228,0.00021059245],"about_ca_topic_score_codex":0.0015200789,"about_ca_topic_score_gemma":0.012296604,"teacher_disagreement_score":0.12456922,"about_ca_system_score_codex":0.00021113052,"about_ca_system_score_gemma":0.0036233908,"threshold_uncertainty_score":0.6861794},"labels":[],"label_agreement":null},{"id":"W2933627874","doi":"10.2196/12345","title":"Electronic Patient-Reported Outcome Measures in Radiation Oncology: Initial Experience After Workflow Implementation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eberhard Karls Universität Tübingen; Deutsche Forschungsgemeinschaft","keywords":"Common Terminology Criteria for Adverse Events; Medicine; mHealth; Patient-reported outcome; Radiation therapy; Quality of life (healthcare); Patient satisfaction; Adverse effect; Physical therapy; Surgery; Medical physics; Internal medicine; Psychological intervention; Nursing","score_opus":0.05338871032906826,"score_gpt":0.4336335345000976,"score_spread":0.38024482417102934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933627874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950555,0.0013623462,0.000020334217,0.0015632911,0.00048373715,0.0010901601,0.000006601125,0.00003681297,0.00038119918],"genre_scores_gemma":[0.9948214,0.0004847502,0.000026473273,0.004090611,0.00012745587,0.00033587482,0.000060404305,0.000015770724,0.00003724727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981803,0.00011746705,0.0005685015,0.0003197644,0.00027777257,0.00053618685],"domain_scores_gemma":[0.9992926,0.000037487822,0.00019483923,0.00016574112,0.000055908007,0.00025342577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035626345,0.00013472745,0.00031877815,0.00016906315,0.000053259373,0.000012351662,0.000030046056,0.00011290018,0.00019875626],"category_scores_gemma":[0.000015907706,0.0001241852,0.00003833021,0.0002598951,0.000025673227,0.00012047583,0.000015465177,0.00029988532,0.000012159619],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000922663,0.00006768984,0.7245375,0.00023430219,0.000005923822,0.00001275073,0.008412886,4.7307898e-7,0.000022901397,0.000041132687,0.000069984286,0.2656718],"study_design_scores_gemma":[0.0029765717,0.001434167,0.9736298,0.00004666736,0.000030664345,0.00003253975,0.0040197037,0.000042252366,0.000066307235,0.00006539303,0.017516,0.00013994753],"about_ca_topic_score_codex":0.0019061787,"about_ca_topic_score_gemma":0.0061207577,"teacher_disagreement_score":0.26553184,"about_ca_system_score_codex":0.000691705,"about_ca_system_score_gemma":0.0008951259,"threshold_uncertainty_score":0.5064125},"labels":[],"label_agreement":null},{"id":"W2933876793","doi":"10.2196/13204","title":"Usage Patterns of GlucoNote, a Self-Management Smartphone App, Based on ResearchKit for Patients With Type 2 Diabetes and Prediabetes","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prediabetes; mHealth; Medicine; Interquartile range; Type 2 diabetes; Diabetes mellitus; Self-management; Diabetes management; Glycemic; Gerontology; Psychological intervention; Nursing; Internal medicine; Computer science","score_opus":0.02904661944834859,"score_gpt":0.3834321149863749,"score_spread":0.35438549553802634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2933876793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98174274,0.00034246471,0.0000703775,0.0017353301,0.0002875299,0.014210967,0.0003803212,0.0001306504,0.0010996305],"genre_scores_gemma":[0.9832575,0.001566876,0.0021163297,0.0049648606,0.00013874196,0.0072193863,0.0003095895,0.0000714016,0.00035531665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960281,0.0003652355,0.00093412894,0.00074595923,0.00045363256,0.0014729158],"domain_scores_gemma":[0.9958833,0.0014151335,0.0005854023,0.0006586803,0.00037107983,0.001086406],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013740222,0.0003110832,0.0006749692,0.00034472384,0.0007688649,0.000012333508,0.0001798188,0.00029973118,0.000087131935],"category_scores_gemma":[0.00006818256,0.0002517982,0.000037698297,0.00038635873,0.000071753326,0.00010435661,0.00008566531,0.00069493544,0.00003638389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012375601,0.0006011165,0.93682516,0.034229264,0.000026795204,2.1727179e-7,0.0005445288,0.0000047679177,0.000003351962,0.00256736,0.0028900818,0.021069784],"study_design_scores_gemma":[0.0083151385,0.003894852,0.9318408,0.0008391961,0.00006022259,8.211795e-8,0.0002980017,0.0015834178,0.0000052950213,0.00019189711,0.05271848,0.00025261947],"about_ca_topic_score_codex":0.00009396707,"about_ca_topic_score_gemma":0.00006114437,"teacher_disagreement_score":0.0498284,"about_ca_system_score_codex":0.00019408476,"about_ca_system_score_gemma":0.000892426,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W2934896681","doi":"10.2196/12965","title":"A Mobile Lifestyle Management Program (GlycoLeap) for People With Type 2 Diabetes: Single-Arm Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Coaching; Glycated hemoglobin; mHealth; Mobile phone; Health coaching; Type 2 Diabetes Mellitus; Type 2 diabetes; Self-management; Physical therapy; Health care; Gerontology; Intervention (counseling); Family medicine; Nursing; Diabetes mellitus; Psychology; Computer science","score_opus":0.06458502170690371,"score_gpt":0.44816352154942357,"score_spread":0.38357849984251985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2934896681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91362673,0.00081808906,0.00006433606,0.0008740498,0.0007373859,0.07960225,0.00008589115,0.00054508465,0.0036462152],"genre_scores_gemma":[0.89334106,0.0005375927,0.0032744529,0.0038635696,0.000347585,0.09641969,0.00017458046,0.00011097456,0.0019304688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935811,0.00062758144,0.0014799285,0.0013681963,0.00052373216,0.0024194545],"domain_scores_gemma":[0.9951198,0.00061331555,0.00076398434,0.0012695788,0.00047084814,0.0017624511],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022979847,0.0005000007,0.0010573097,0.000266242,0.0017914411,0.00003436202,0.00033066497,0.00030588472,0.00021941369],"category_scores_gemma":[0.00005277777,0.00041405496,0.00007546567,0.00100565,0.000084654566,0.00017276728,0.00015810915,0.0008929521,0.0002789764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023361135,0.010811075,0.8388263,0.032237034,0.00006879806,0.0000021458543,0.005315271,0.00000966225,0.0000059439967,0.0022300677,0.009602737,0.098554835],"study_design_scores_gemma":[0.012292614,0.041386396,0.56155246,0.0005215515,0.00023681825,0.000003088812,0.01380753,0.0005711644,0.0000016955443,0.00046840924,0.36845398,0.0007042755],"about_ca_topic_score_codex":0.00020074043,"about_ca_topic_score_gemma":0.0010882913,"teacher_disagreement_score":0.35885125,"about_ca_system_score_codex":0.00063436106,"about_ca_system_score_gemma":0.0015330744,"threshold_uncertainty_score":0.99983114},"labels":[],"label_agreement":null},{"id":"W2935057220","doi":"10.2196/12033","title":"A Mobile Phone–Based Approach for Hearing Screening of School-Age Children: Cross-Sectional Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Taipei Veterans General Hospital","keywords":"Audiology; Medicine; Concordance; Gold standard (test); Hearing loss; Prospective cohort study; Smartphone application; Cohort; Computer science; Surgery; Multimedia","score_opus":0.10818956408998139,"score_gpt":0.40786634524316073,"score_spread":0.29967678115317936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935057220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99243593,0.000038544968,0.003959974,0.000029405768,0.000146188,0.0031692446,0.000030526327,0.00006010455,0.0001300603],"genre_scores_gemma":[0.9953118,0.000007252543,0.0038943726,0.00022105749,0.00010196376,0.00031573352,0.000029315903,0.000022337765,0.00009619346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980412,0.00018126641,0.0005047668,0.00056364114,0.00033469824,0.00037443294],"domain_scores_gemma":[0.9989948,0.00023513692,0.00021964696,0.00024479465,0.00006738131,0.0002382324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010599137,0.00013791423,0.00026176608,0.00017195284,0.00036039593,0.00007000126,0.000106806605,0.00008844481,0.000016064625],"category_scores_gemma":[0.00015993472,0.00012507352,0.00006309827,0.00026403647,0.00007014162,0.00018489813,0.000032251293,0.00021817345,0.000005441652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030575733,0.00060704106,0.98440915,0.0010237849,0.0000034037919,1.8288738e-7,0.0006734692,0.003122352,0.008023789,0.00013983417,0.000015245185,0.0016759756],"study_design_scores_gemma":[0.0020581153,0.0014705136,0.98788464,0.000021366573,0.000006164955,0.0000031323232,0.00013243953,0.00737664,0.0008711663,0.00004357971,0.000020664587,0.00011154941],"about_ca_topic_score_codex":0.00021444581,"about_ca_topic_score_gemma":0.0000012594231,"teacher_disagreement_score":0.0071526226,"about_ca_system_score_codex":0.00006733148,"about_ca_system_score_gemma":0.00023549197,"threshold_uncertainty_score":0.51003504},"labels":[],"label_agreement":null},{"id":"W2935132547","doi":"10.2196/13431","title":"Authorship Correction: Perspectives of Nonphysician Clinical Students and Medical Lecturers on Tablet-Based Health Care Practice Support for Medical Education in Zambia, Africa: Qualitative Study","year":2019,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical education; Qualitative research; Health care; Medicine; Nursing; Clinical Practice; Family medicine; Psychology; Sociology; Political science","score_opus":0.1038685573887889,"score_gpt":0.5932214360552516,"score_spread":0.48935287866646265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935132547","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14723524,0.08427581,0.0014701628,0.31266823,0.17206408,0.22658803,0.0036722529,0.0011003579,0.050925825],"genre_scores_gemma":[0.7010627,0.037159204,0.0017780294,0.13659549,0.013588564,0.060415924,0.006960173,0.00078429276,0.04165562],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9769848,0.010487042,0.0050135534,0.0022536705,0.0029952198,0.0022657246],"domain_scores_gemma":[0.97947603,0.009519374,0.0042456877,0.001103064,0.001398592,0.0042572347],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.021132715,0.0008816429,0.0030469948,0.001009425,0.0016289807,0.00003250238,0.00072095444,0.0026205063,0.00017971463],"category_scores_gemma":[0.007724099,0.00083573296,0.00020657851,0.0010111842,0.00045306142,0.00017815796,0.00020225377,0.008415552,0.000036823283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003458106,0.007151466,0.009370823,0.025829423,0.00007894728,0.000005846027,0.19445136,7.363624e-7,1.15229e-8,0.0017388104,0.69933134,0.058583118],"study_design_scores_gemma":[0.009154793,0.011916347,0.036872756,0.0047945464,0.00020120431,0.00000838639,0.4686107,0.00020375606,3.1508144e-8,0.00016295514,0.46743724,0.0006372858],"about_ca_topic_score_codex":0.0056612333,"about_ca_topic_score_gemma":0.009300353,"teacher_disagreement_score":0.55382746,"about_ca_system_score_codex":0.002205509,"about_ca_system_score_gemma":0.12190305,"threshold_uncertainty_score":0.99967074},"labels":[],"label_agreement":null},{"id":"W2935642790","doi":"10.2196/10299","title":"Using Mobile Apps for Health Management: A New Health Care Mode in China","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Sun Yat-sen University","keywords":"mHealth; The Internet; Health care; Digital health; Internet privacy; Telemedicine; China; Popularity; Business; Medicine; Health technology; Nursing; World Wide Web; Computer science; Psychology; Psychological intervention; Political science","score_opus":0.07584250390062221,"score_gpt":0.5049741007181044,"score_spread":0.42913159681748225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935642790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73363364,0.060509987,0.009414976,0.045044824,0.004153425,0.13452345,0.0013810141,0.0011687092,0.010169982],"genre_scores_gemma":[0.8063279,0.031116888,0.044760738,0.07675762,0.0014614989,0.03371022,0.0011322203,0.00043338293,0.004299566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99009275,0.0008796682,0.0029587261,0.0015778481,0.0005378621,0.0039531346],"domain_scores_gemma":[0.9933628,0.0003659307,0.0015213003,0.0011615822,0.00014548686,0.0034429322],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024370525,0.00064418395,0.0016307131,0.00083424704,0.0022964417,0.000027044856,0.0004287166,0.0004452172,0.00015426805],"category_scores_gemma":[0.000029564435,0.00065541366,0.00014560363,0.0011220091,0.000072267765,0.00026241053,0.00019205104,0.001474931,0.00015102186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021756736,0.00078615086,0.073522456,0.14348277,0.000051731324,0.0000037633686,0.03952504,0.0006778364,0.000007992198,0.08547219,0.083978295,0.5703161],"study_design_scores_gemma":[0.015768064,0.0023417724,0.10176354,0.002692403,0.000044545497,0.000016991002,0.013003652,0.0051267147,9.361361e-7,0.0033431903,0.85491,0.0009882015],"about_ca_topic_score_codex":0.010763226,"about_ca_topic_score_gemma":0.003652427,"teacher_disagreement_score":0.7709317,"about_ca_system_score_codex":0.0024832645,"about_ca_system_score_gemma":0.010624595,"threshold_uncertainty_score":0.9995897},"labels":[],"label_agreement":null},{"id":"W2935848757","doi":"10.2196/12666","title":"Tracker-Based Personal Advice to Support the Baby’s Healthy Development in a Novel Parenting App: Data-Driven Innovation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Internet privacy; Smartphone app; Tracking (education); Mobile apps; Psychology; Computer science; Digital health; Advice (programming); World Wide Web; Health care","score_opus":0.14994126365830476,"score_gpt":0.46665421682635855,"score_spread":0.3167129531680538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935848757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93624544,0.0003106867,0.0012296723,0.044684418,0.00101612,0.014219405,0.00031343946,0.00032675063,0.0016540849],"genre_scores_gemma":[0.8994894,0.00017281389,0.006670533,0.08200671,0.00052015367,0.008898141,0.0014406712,0.000088111716,0.00071345497],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.992066,0.00059260725,0.0027826817,0.0013672449,0.0007637273,0.0024277202],"domain_scores_gemma":[0.994977,0.0010048192,0.0010651115,0.0012720692,0.00039843383,0.0012825837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0058576274,0.00045524325,0.0007803705,0.00070508954,0.0020851614,0.000032631167,0.0007461094,0.00037936657,0.00033833014],"category_scores_gemma":[0.00025655839,0.0003762494,0.000034345157,0.0022167,0.00007351926,0.00027941098,0.00033109906,0.0018608609,0.00075611525],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003235608,0.001994272,0.53766775,0.028940858,0.000036904064,0.0000065077147,0.03494559,0.00017172852,0.0001063344,0.017961262,0.079061985,0.2958712],"study_design_scores_gemma":[0.004306372,0.0005212925,0.35597715,0.00045145646,0.000019549652,0.0000066958646,0.0030288664,0.007406643,0.0000015231719,0.000046085665,0.6278258,0.0004085557],"about_ca_topic_score_codex":0.001360664,"about_ca_topic_score_gemma":0.0047545745,"teacher_disagreement_score":0.5487638,"about_ca_system_score_codex":0.0011207921,"about_ca_system_score_gemma":0.0173733,"threshold_uncertainty_score":0.9998689},"labels":[],"label_agreement":null},{"id":"W2935850173","doi":"10.2196/mhealth.8130","title":"A Medication Adherence App for Children With Sickle Cell Disease: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Popularity; Sophistication; Disease; Medication adherence; Medicine; Qualitative research; Mobile apps; Population; eHealth; Internet privacy; Psychology; Health care; World Wide Web; Computer science; Environmental health; Internal medicine","score_opus":0.02509078023460726,"score_gpt":0.3766477446868037,"score_spread":0.3515569644521964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935850173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901084,0.0018022594,0.00013008862,0.0026898356,0.00008092926,0.004673991,0.000036825055,0.00006955973,0.0004081531],"genre_scores_gemma":[0.99690026,0.00041079466,0.0002614599,0.0011409621,0.00006641283,0.00027566953,0.00012638925,0.000024605806,0.00079343596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854416,0.000103037906,0.00029653122,0.0003935907,0.0002749711,0.00038770627],"domain_scores_gemma":[0.9987389,0.00008466051,0.00017201797,0.0002599025,0.000082019935,0.0006625257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004500362,0.0001600315,0.00032429016,0.000076291275,0.00015772319,0.000010300837,0.000056942146,0.00007475558,0.000040000057],"category_scores_gemma":[0.000020710733,0.0001100337,0.000033188855,0.00017349934,0.000065108994,0.00005726338,0.000014957216,0.00022394121,0.000031472333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010276818,0.0071449,0.71297497,0.012805397,0.0002788198,0.000013054154,0.19048682,0.00001268428,0.000041449926,0.0016378869,0.0146042835,0.04972289],"study_design_scores_gemma":[0.014906723,0.011262027,0.91342324,0.00026953945,0.00038739303,0.00001351404,0.05715842,0.00032850055,0.0000060937437,0.00023473347,0.0017014736,0.00030834778],"about_ca_topic_score_codex":0.00021107782,"about_ca_topic_score_gemma":0.00002517218,"teacher_disagreement_score":0.20044824,"about_ca_system_score_codex":0.000054468455,"about_ca_system_score_gemma":0.0006925583,"threshold_uncertainty_score":0.44870442},"labels":[],"label_agreement":null},{"id":"W2935899441","doi":"10.2196/12407","title":"Mobile Phone Access and Preference for Technology-Assisted Aftercare Among Low-Income Caregivers of Teens Enrolled in Outpatient Substance Use Treatment: Questionnaire Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Mobile phone; mHealth; Medicine; Preference; Phone; Psychiatry; Psychology; Clinical psychology; Psychological intervention; Telecommunications","score_opus":0.05481164491458122,"score_gpt":0.3569732877025754,"score_spread":0.3021616427879942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2935899441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99161947,0.0020049494,0.0000043010045,0.000099557525,0.00010812057,0.0060444693,0.000026416983,0.000072098584,0.000020618332],"genre_scores_gemma":[0.9971214,0.001323228,0.00012256275,0.00004133287,0.000015349699,0.0010461675,0.000028149341,0.00002459501,0.0002772456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832827,0.00006448667,0.0004935083,0.00050656666,0.00018183506,0.00042532562],"domain_scores_gemma":[0.9988636,0.00012234686,0.00026213803,0.00038575212,0.0001371289,0.00022904527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013564958,0.00026976535,0.0008065682,0.00039785684,0.00009382158,0.000017008459,0.00008200491,0.00016117032,0.000007641497],"category_scores_gemma":[0.00002510275,0.00020592737,0.00005250032,0.00043845345,0.0001045875,0.00022996076,0.000024938745,0.0001455662,0.000001379894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016761022,0.0008639922,0.9761446,0.00085925614,0.0000470244,0.000014311981,0.012200014,0.0000021217165,0.000012022082,0.000016755414,0.000007463875,0.008156299],"study_design_scores_gemma":[0.015810726,0.0046394328,0.9719289,0.00069397624,0.00012105008,0.0000045021793,0.006483164,0.00004562153,0.0001006031,0.000024182084,0.000012682886,0.0001351811],"about_ca_topic_score_codex":0.000494907,"about_ca_topic_score_gemma":0.005957288,"teacher_disagreement_score":0.014134624,"about_ca_system_score_codex":0.0004126747,"about_ca_system_score_gemma":0.00021238132,"threshold_uncertainty_score":0.8397474},"labels":[],"label_agreement":null},{"id":"W2936004180","doi":"10.2196/11310","title":"Evaluation of the Effectiveness of a Musical Cognitive Restructuring App for Black Inner-City Girls: Survey, Usage, and Focus Group Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Musical; Restructuring; Inner city; Cognition; Psychology; Applied psychology; Group (periodic table); Focus (optics); Cognitive restructuring; Computer science; Sociology; Art; Visual arts; Marketing; Business; Socioeconomics","score_opus":0.1355649248930336,"score_gpt":0.4749940619502121,"score_spread":0.3394291370571785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936004180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906977,0.0005410603,0.00012069447,0.00011882182,0.000683545,0.006267547,0.00032683264,0.000012655715,0.0012311722],"genre_scores_gemma":[0.9992256,0.0000084395515,0.00003560637,0.00006458943,0.00004107367,0.0005142173,0.00006796666,0.000018572391,0.00002389149],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99419695,0.003750835,0.00064789125,0.0004302703,0.0006244806,0.00034958767],"domain_scores_gemma":[0.9967275,0.0017044973,0.00053001597,0.00026798586,0.00060846604,0.00016153234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015153041,0.00015338801,0.00037739993,0.000119307624,0.000118967175,0.000012725101,0.0001001503,0.00013208212,0.000050413724],"category_scores_gemma":[0.0006845608,0.00012359538,0.00006929613,0.00026400964,0.00020808383,0.00012701952,0.00006588265,0.00018383407,0.0000037168418],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009236838,0.0017728206,0.29430962,0.015968924,0.00020517992,2.8695922e-7,0.0037029842,0.000021946273,0.00011399578,0.015401603,0.00020233216,0.65906346],"study_design_scores_gemma":[0.004448821,0.0014627494,0.98151886,0.0005863269,0.00016832203,0.0000047128137,0.0002283058,0.0012416665,0.00012980931,0.010107497,0.0000103673765,0.0000925446],"about_ca_topic_score_codex":0.0011292304,"about_ca_topic_score_gemma":0.00086643075,"teacher_disagreement_score":0.68720925,"about_ca_system_score_codex":0.00020430786,"about_ca_system_score_gemma":0.00034508356,"threshold_uncertainty_score":0.5251772},"labels":[],"label_agreement":null},{"id":"W2936360554","doi":"10.2196/12512","title":"Physical Activity and Mobile Phone Apps in the Preschool Age: Perceptions of Teachers and Parents","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Facilitator; Thematic analysis; Psychological intervention; Mobile phone; Psychology; Perception; Developmental psychology; Medicine; Qualitative research; Nursing; Social psychology","score_opus":0.04751452242404426,"score_gpt":0.45159342266163505,"score_spread":0.4040789002375908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936360554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98845476,0.00096210703,0.000019055826,0.0024025661,0.00013164632,0.0069674603,0.00007181252,0.000045853223,0.0009447513],"genre_scores_gemma":[0.98669785,0.0049823835,0.00011993564,0.0017930178,0.00018508706,0.005932186,0.000028362883,0.000026623997,0.00023456023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99658996,0.0009524019,0.00064707675,0.00056981493,0.0003020426,0.00093870517],"domain_scores_gemma":[0.9974535,0.0008216724,0.00040191476,0.0005195275,0.000063543834,0.00073982857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014490978,0.00024735817,0.00060587854,0.00016737978,0.00076731446,0.000012388241,0.000166433,0.00024063146,0.000051441824],"category_scores_gemma":[0.000057434765,0.00018653936,0.0000370737,0.00036927612,0.00020312822,0.00015976265,0.00010488143,0.0013501499,0.000044181917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042695217,0.0010895634,0.76871425,0.010412302,0.000011712245,0.000001930488,0.04801941,0.0000045084544,0.00034637313,0.0032540304,0.0034898566,0.1642291],"study_design_scores_gemma":[0.0020681494,0.00037060239,0.97447014,0.000177302,0.000026146374,0.0000056832205,0.010952895,0.00034261326,0.0000018622796,0.00043695234,0.010997041,0.00015063545],"about_ca_topic_score_codex":0.0022198309,"about_ca_topic_score_gemma":0.00059596694,"teacher_disagreement_score":0.20575586,"about_ca_system_score_codex":0.00012398537,"about_ca_system_score_gemma":0.00070761325,"threshold_uncertainty_score":0.7606854},"labels":[],"label_agreement":null},{"id":"W2936378293","doi":"10.2196/mhealth.6363","title":"Behavior Change Techniques in mHealth Apps for the Mental and Physical Health of Employees: Systematic Assessment","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Mental health; Applied psychology; Behavior change; Psychology; Social psychology; Psychiatry","score_opus":0.13826962155175285,"score_gpt":0.5175159337069025,"score_spread":0.3792463121551497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936378293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96196055,0.0064559635,0.00024753113,0.009705762,0.0012238739,0.01937719,0.0004696685,0.00013813439,0.00042134637],"genre_scores_gemma":[0.9853439,0.000409763,0.0006790449,0.001995488,0.00026703786,0.011139441,0.000031602936,0.000045533998,0.00008821936],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965889,0.00041156562,0.0012669567,0.00053451024,0.00029179014,0.0009062941],"domain_scores_gemma":[0.9978511,0.0003894676,0.00072772254,0.00045450643,0.000081688464,0.0004955412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018061084,0.00027809493,0.0008179865,0.00025299643,0.00043288493,0.000031290016,0.00021311393,0.0001107281,0.000014439721],"category_scores_gemma":[0.000020496771,0.00020849494,0.00009126526,0.00030862444,0.0003519642,0.0001608551,0.00009127232,0.00029978258,0.0000072510807],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011632873,0.011777672,0.049764037,0.21351384,0.00013265022,0.0000074238405,0.052892216,3.3755487e-8,0.000014199359,0.10371997,0.007114746,0.5598999],"study_design_scores_gemma":[0.006824553,0.047380146,0.89594644,0.019611666,0.000328306,0.00022925918,0.01901959,0.00062128436,0.00008008914,0.0052377507,0.0037315679,0.000989364],"about_ca_topic_score_codex":0.0018385272,"about_ca_topic_score_gemma":0.00096447807,"teacher_disagreement_score":0.8461824,"about_ca_system_score_codex":0.00039011732,"about_ca_system_score_gemma":0.00028143526,"threshold_uncertainty_score":0.8502177},"labels":[],"label_agreement":null},{"id":"W2936611125","doi":"10.2196/13828","title":"A Community-Based Short Message Service Intervention to Improve Mothers’ Feeding Practices for Obesity Prevention: Quasi-Experimental Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai Municipal Health Bureau","keywords":"Medicine; Breastfeeding; Body mass index; Obesity; Childhood obesity; Short Message Service; Psychological intervention; Pediatrics; Birth weight; Gestational diabetes; Community health; Demography; Physical therapy; Overweight; Obstetrics; Pregnancy; Public health; Internal medicine; Gestation; Nursing","score_opus":0.1387178221233976,"score_gpt":0.5194372393692535,"score_spread":0.3807194172458559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936611125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560134,0.0002847955,0.00158692,0.008522087,0.0009608752,0.031178817,0.00012538336,0.00026129527,0.0010664565],"genre_scores_gemma":[0.95460534,0.0000547441,0.0015936823,0.01420537,0.0003890623,0.027950296,0.00019197751,0.000083884916,0.00092566945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99332803,0.002327569,0.0016312303,0.0008389637,0.0004447206,0.0014294594],"domain_scores_gemma":[0.9948033,0.0010894102,0.0013079009,0.0009905621,0.00034056767,0.0014682689],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0057824412,0.00041084184,0.00079971406,0.00031253017,0.003243793,0.000043803484,0.00042794342,0.00032689486,0.00017546958],"category_scores_gemma":[0.00015896755,0.00040575946,0.00011836444,0.0006119536,0.00003417124,0.00033952284,0.00020625984,0.0015055547,0.00019324842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0129303215,0.06703369,0.6068869,0.12263408,0.00022966857,0.0000040016,0.079650104,0.000042873173,0.002183349,0.006936496,0.02060883,0.08085965],"study_design_scores_gemma":[0.032274857,0.055665515,0.4486813,0.002805497,0.00048412397,0.000010000908,0.21947736,0.0049706614,0.00023679795,0.00075271574,0.23277853,0.0018626362],"about_ca_topic_score_codex":0.0045859567,"about_ca_topic_score_gemma":0.004343367,"teacher_disagreement_score":0.2121697,"about_ca_system_score_codex":0.000574259,"about_ca_system_score_gemma":0.0015367046,"threshold_uncertainty_score":0.9998394},"labels":[],"label_agreement":null},{"id":"W2936944953","doi":"10.2196/11531","title":"Relative Validity of a Method Based on a Smartphone App (Electronic 12-Hour Dietary Recall) to Estimate Habitual Dietary Intake in Adults","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Body mass index; Food frequency questionnaire; Food group; Recall; Gerontology; Environmental health; Psychology","score_opus":0.0533030279970673,"score_gpt":0.39139992974414656,"score_spread":0.33809690174707924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936944953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823326,0.0007567147,0.00016717716,0.013304126,0.00014708843,0.0018469671,0.000079131634,0.00005062298,0.0013155913],"genre_scores_gemma":[0.9868087,0.00058493786,0.007473225,0.004651352,0.00011735484,0.00013781452,0.000098626384,0.000028578812,0.000099390556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749386,0.00023831698,0.00061101245,0.00054507115,0.00038684634,0.00072488195],"domain_scores_gemma":[0.9984331,0.0004952898,0.00018709681,0.00028469047,0.00009272863,0.00050707423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009654881,0.000254545,0.00080978696,0.00022987416,0.00010893623,0.000004441245,0.00007009514,0.00013659688,0.000046106892],"category_scores_gemma":[0.00013090449,0.00021495529,0.000099629775,0.00039476118,0.000049208153,0.000060177415,0.000051125993,0.0005773902,0.00002718664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10353075,0.008856962,0.7099838,0.032373864,0.00024559596,0.0001393853,0.007424277,0.00076168653,0.00034435088,0.005117174,0.019505301,0.11171681],"study_design_scores_gemma":[0.00663228,0.012070277,0.97198206,0.0013645093,0.000056984503,0.000012391278,0.00026096695,0.0044819806,0.000029475581,0.0009132697,0.0019766693,0.00021913137],"about_ca_topic_score_codex":0.0009805923,"about_ca_topic_score_gemma":0.00093070226,"teacher_disagreement_score":0.2619982,"about_ca_system_score_codex":0.00031656623,"about_ca_system_score_gemma":0.00047940746,"threshold_uncertainty_score":0.87656224},"labels":[],"label_agreement":null},{"id":"W2937545591","doi":"10.2196/13257","title":"Apps to Support Self-Management for People With Hypertension: Content Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Self-management; Content analysis; mHealth; Content (measure theory); Computer science; Psychology; Medicine; Nursing; Psychological intervention; Sociology; Artificial intelligence","score_opus":0.08447099056713704,"score_gpt":0.420686056504077,"score_spread":0.33621506593693995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937545591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92874,0.00047394395,0.004923726,0.02167274,0.00080616365,0.03540552,0.00026960202,0.00057167053,0.007136606],"genre_scores_gemma":[0.9075056,0.0016934501,0.011935953,0.04077837,0.0003661234,0.032867488,0.00036443965,0.000091182694,0.0043974156],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468935,0.00025869056,0.0013862794,0.0011382623,0.00048795648,0.002039492],"domain_scores_gemma":[0.99485356,0.0005582238,0.0005703896,0.0010134587,0.00046197098,0.0025423998],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016301618,0.00040260414,0.0012019002,0.00065488287,0.0015548469,0.000019017152,0.00026622962,0.00026326365,0.00032614698],"category_scores_gemma":[0.000026128177,0.00032109406,0.00012829162,0.0016488964,0.000030743966,0.00011567428,0.00012393927,0.00056340627,0.0006188654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052073426,0.001495516,0.6458852,0.047192357,0.00086891477,0.000012209383,0.00941017,0.00010361845,0.000020263884,0.08010373,0.12977634,0.079924285],"study_design_scores_gemma":[0.005534886,0.0020540163,0.44347605,0.00017118063,0.0007982381,0.000008915112,0.0037382855,0.0006857059,0.0000011223466,0.00013745032,0.542962,0.0004321724],"about_ca_topic_score_codex":0.00059985375,"about_ca_topic_score_gemma":0.0016098672,"teacher_disagreement_score":0.41318566,"about_ca_system_score_codex":0.00041431712,"about_ca_system_score_gemma":0.0013624864,"threshold_uncertainty_score":0.9999241},"labels":[],"label_agreement":null},{"id":"W2937971823","doi":"10.2196/mhealth.9232","title":"A Focused Review of Smartphone Diet-Tracking Apps: Usability, Functionality, Coherence With Behavior Change Theory, and Comparative Validity of Nutrient Intake and Energy Estimates","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Usability; Behavior change; Sedentary behavior; Computer science; mHealth; Tracking (education); Psychology; Smartphone application; Applied psychology; Human–computer interaction; Social psychology; Physical activity; Psychological intervention; Medicine; Multimedia; Physical medicine and rehabilitation","score_opus":0.3790025921703462,"score_gpt":0.5181617546480829,"score_spread":0.1391591624777367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937971823","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019203174,0.9796115,0.0001913877,0.00051720144,0.00022421461,0.016217612,0.0010380701,0.00006477565,0.0002149177],"genre_scores_gemma":[0.0026940946,0.96438205,0.0004699332,0.0021188317,0.0002300151,0.02952542,0.0004680223,0.00006185882,0.000049800572],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99096906,0.0028280192,0.0032901848,0.0012146729,0.0005852399,0.0011127916],"domain_scores_gemma":[0.98878574,0.004269411,0.0040173316,0.0008403716,0.0006438069,0.0014433331],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004443204,0.00078226347,0.0047702924,0.00025276106,0.0007497752,0.00001186468,0.00027527037,0.000623488,0.00012059676],"category_scores_gemma":[0.00024062092,0.0005828348,0.00015696495,0.00073661393,0.000649674,0.00016935427,0.0002937896,0.0013023976,0.0000074252657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003277073,0.00027080034,0.00500985,0.6121371,0.00003197457,6.03951e-7,0.00060049584,1.4871707e-8,7.7360376e-8,0.009415798,0.0004883851,0.3717172],"study_design_scores_gemma":[0.0019379192,0.0030010599,0.018059382,0.1748021,0.0021081162,0.00003046107,0.00047683148,0.000010111938,4.871588e-7,0.00049549656,0.79841375,0.0006642786],"about_ca_topic_score_codex":0.0012195343,"about_ca_topic_score_gemma":0.0003806049,"teacher_disagreement_score":0.79792535,"about_ca_system_score_codex":0.00025778782,"about_ca_system_score_gemma":0.0035951245,"threshold_uncertainty_score":0.9996623},"labels":[],"label_agreement":null},{"id":"W2938260330","doi":"10.2196/13844","title":"Patient Attitudes and Their Awareness Towards Skin Cancer–Related Apps: Cross-Sectional Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ludwig-Maximilians-Universität München","keywords":"Cross-sectional study; Medicine; Cancer; Family medicine; Psychology; Pathology; Internal medicine","score_opus":0.09104846385797337,"score_gpt":0.48045678126351465,"score_spread":0.38940831740554127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938260330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825186,0.0058237435,0.000041886757,0.0013277077,0.0017406051,0.006220179,0.0006948473,0.00030920593,0.0013232146],"genre_scores_gemma":[0.9752895,0.012055692,0.00013402902,0.004987159,0.00032963572,0.006181117,0.0003366884,0.00007613571,0.00061000686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993681,0.0011285155,0.001821558,0.0011606377,0.0004147264,0.0017935602],"domain_scores_gemma":[0.9952156,0.0009413929,0.000872249,0.0006588693,0.0004662387,0.0018456735],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026717891,0.00047967242,0.0008430305,0.00027026754,0.0024627608,0.000043175623,0.00022248442,0.00065066933,0.00058426836],"category_scores_gemma":[0.00009337429,0.00039710215,0.000071452785,0.00058929576,0.00016975886,0.00022344347,0.00020712758,0.0014356544,0.00021516878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026486066,0.00018935431,0.9594611,0.005804215,0.000021638345,5.11785e-7,0.0019229517,0.0000068998793,0.0000053060526,0.0018803863,0.0011843289,0.02925846],"study_design_scores_gemma":[0.0019598086,0.00033033625,0.9573587,0.00019901652,0.000008338901,0.000009686584,0.00037082707,0.0003432752,0.000002932054,0.0003414385,0.03877322,0.00030240047],"about_ca_topic_score_codex":0.012085564,"about_ca_topic_score_gemma":0.0030326382,"teacher_disagreement_score":0.03758889,"about_ca_system_score_codex":0.0006091704,"about_ca_system_score_gemma":0.0051850947,"threshold_uncertainty_score":0.99984807},"labels":[],"label_agreement":null},{"id":"W2938914726","doi":"10.2196/11472","title":"A Facial Recognition Mobile App for Patient Safety and Biometric Identification: Design, Development, and Validation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Biometric Identification and Security","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Seoul National University Hospital; National Research Foundation of Korea; Korea Health Industry Development Institute; Seoul National University; National Research Foundation","keywords":"Identification (biology); Patient safety; Biometrics; Medicine; Health care; Medical emergency; Computer science; Artificial intelligence","score_opus":0.07627390721603412,"score_gpt":0.3389561442877376,"score_spread":0.2626822370717035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938914726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61131877,0.0011914473,0.38407135,0.0005864745,0.00042055646,0.0022344515,0.000038589562,0.0000976921,0.000040695635],"genre_scores_gemma":[0.96699107,0.0009648192,0.031058738,0.00040857482,0.000039337017,0.00026320873,0.00013463687,0.000009510663,0.00013013123],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983718,0.000112690286,0.00050220627,0.0005206601,0.00021486137,0.00027780663],"domain_scores_gemma":[0.9989311,0.00017098102,0.00028543142,0.000204835,0.00015287164,0.00025474725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010790108,0.00012573697,0.00018665324,0.00071574934,0.0003977277,0.00020390212,0.00011695255,0.000097813594,0.000006989002],"category_scores_gemma":[0.000049806345,0.00012322907,0.00001652804,0.0012613114,0.00003587767,0.0003866799,0.00006610725,0.00008415311,0.000023061562],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059085283,0.0000785902,0.00072575966,0.0005456535,0.000005511602,1.5112903e-7,0.0023741012,4.9508503e-7,0.000108731954,0.00078425335,0.00024797834,0.9950697],"study_design_scores_gemma":[0.008868512,0.003013641,0.47742227,0.00018094841,0.000085280575,0.000114521754,0.0016166735,0.035926275,0.010360534,0.007287626,0.45320717,0.0019165801],"about_ca_topic_score_codex":0.000019047042,"about_ca_topic_score_gemma":0.0000027469875,"teacher_disagreement_score":0.9931531,"about_ca_system_score_codex":0.000081032726,"about_ca_system_score_gemma":0.0002035433,"threshold_uncertainty_score":0.5025135},"labels":[],"label_agreement":null},{"id":"W2939882510","doi":"10.2196/12210","title":"The Mindfulness App Trial for Weight, Weight-Related Behaviors, and Stress in University Students: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Randomized controlled trial; Psychology; Clinical psychology; Novelty; Weight gain; Population; Weight loss; Stress management; Weight management; Body weight; Medicine; Obesity; Social psychology","score_opus":0.02481362891541838,"score_gpt":0.37118599089497933,"score_spread":0.34637236197956095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939882510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786093,0.0006874704,0.00033611208,0.0012910259,0.0037904312,0.014464521,0.00008902201,0.000035508765,0.0006965624],"genre_scores_gemma":[0.9846217,0.000042327574,0.0000066779367,0.00006600648,0.00019580722,0.006150209,0.000030131294,0.000019569412,0.008867578],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961474,0.0014553928,0.0010647543,0.0005043047,0.00026141127,0.00056672096],"domain_scores_gemma":[0.99703664,0.0016634457,0.00059300597,0.00033977217,0.00007391433,0.00029321134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027317791,0.0002422291,0.0013295717,0.00021341842,0.00051714724,0.00006394689,0.00028639662,0.00024784953,0.00072484993],"category_scores_gemma":[0.00005400464,0.00015859086,0.00029457844,0.00019026367,0.000154501,0.00007688128,0.00006904711,0.00037965417,0.000015648213],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.924114,0.00090415165,0.00067111955,0.00009232005,0.00009943957,0.0000039260194,0.0004922292,2.0806965e-7,7.238221e-8,0.066322476,0.0018426997,0.005457384],"study_design_scores_gemma":[0.98902655,0.0011341417,0.0012620765,0.0000768505,0.00020486834,0.0000030748208,0.0014803566,0.000084202824,0.0000020766731,0.0020712102,0.004492055,0.00016251119],"about_ca_topic_score_codex":0.00030940567,"about_ca_topic_score_gemma":0.0002522473,"teacher_disagreement_score":0.0649126,"about_ca_system_score_codex":0.000076973476,"about_ca_system_score_gemma":0.00018347065,"threshold_uncertainty_score":0.7936598},"labels":[],"label_agreement":null},{"id":"W2939957331","doi":"10.2196/12445","title":"Physical Activity Behavior Change Driven by Engagement With an Incentive-Based App: Evaluating the Impact of Sweatcoin","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incentive; Physical activity; Behavior change; Sample (material); Currency; Gerontology; Sedentary lifestyle; Psychology; Medicine; Physical therapy; Economics; Social psychology","score_opus":0.17454847241277752,"score_gpt":0.48499814205658925,"score_spread":0.3104496696438117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939957331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946917,0.00005753583,0.00003330208,0.0013576748,0.000031838386,0.003579836,0.00008751777,0.000049936454,0.00011062186],"genre_scores_gemma":[0.9985547,0.000040770024,0.00012992496,0.00052501966,0.00020335783,0.00043692935,0.000054192755,0.000028309632,0.000026804377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997811,0.00044783036,0.00021690463,0.00042532745,0.0005100885,0.00058884383],"domain_scores_gemma":[0.998355,0.00022514665,0.00032223648,0.00042941805,0.00009794558,0.00057028607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006332157,0.00024147425,0.00066347566,0.000065204855,0.00026915118,0.000014581577,0.000100290796,0.00007524539,0.000030444673],"category_scores_gemma":[0.000014774592,0.00014111688,0.00009871406,0.00025651164,0.00013702974,0.00022598254,0.000036713154,0.0006744783,0.000008155101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014699012,0.030911755,0.5516823,0.0069275275,0.00015046178,0.000010147828,0.010767447,0.00004260718,0.025670053,0.00045336314,0.00042958994,0.3582557],"study_design_scores_gemma":[0.003288626,0.025291622,0.9535837,0.0001817849,0.00015281036,0.0000044747057,0.00022633994,0.016512405,0.0005286283,0.000027700025,0.000038097733,0.0001638028],"about_ca_topic_score_codex":0.0025935385,"about_ca_topic_score_gemma":0.000051717634,"teacher_disagreement_score":0.4019014,"about_ca_system_score_codex":0.00029174794,"about_ca_system_score_gemma":0.000923616,"threshold_uncertainty_score":0.57545793},"labels":[],"label_agreement":null},{"id":"W2940252859","doi":"10.2196/12574","title":"Relationship Between Adherence to Remote Monitoring and Patient Characteristics: Observational Study in Women With Pregnancy-Induced Hypertension","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychosocial; Medicine; Edinburgh Postnatal Depression Scale; Clinical psychology; Patient Health Questionnaire; Depression (economics); Observational study; Personality; Psychiatry; Psychology; Depressive symptoms; Internal medicine","score_opus":0.17454042454123447,"score_gpt":0.3906428672766412,"score_spread":0.21610244273540674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940252859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630356,0.00026869494,0.0000020829198,0.0007456386,0.00016967098,0.0024389392,0.0000102250715,0.000031372492,0.000029791405],"genre_scores_gemma":[0.99870497,0.00007162259,0.000399645,0.00053357205,0.000076932774,0.000109670706,0.000007853457,0.000019543819,0.00007621306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829495,0.00010025958,0.0004844478,0.00038623912,0.00028020563,0.00045388856],"domain_scores_gemma":[0.99882025,0.00016255504,0.00015909794,0.00021484887,0.00005691445,0.0005863596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002533054,0.00016613923,0.00039524343,0.00013665631,0.0001360719,0.000015989037,0.00004018035,0.00007425349,0.000006628839],"category_scores_gemma":[0.000038738042,0.00013594185,0.000007699624,0.00018577858,0.0000129144955,0.000101288286,0.00004221297,0.000323093,0.00001450781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011525749,0.00012144085,0.96763426,0.0036029934,0.000003634216,0.000019471072,0.004750573,2.2320944e-7,0.00001518266,0.000008211679,0.0000012797893,0.022690132],"study_design_scores_gemma":[0.0016775624,0.006921204,0.98434585,0.0061897305,0.00001317989,0.000021496955,0.0006333347,0.000011335091,0.000018502053,0.00002830319,0.000019622243,0.00011986795],"about_ca_topic_score_codex":0.0003239535,"about_ca_topic_score_gemma":0.000014736774,"teacher_disagreement_score":0.022570264,"about_ca_system_score_codex":0.00019330897,"about_ca_system_score_gemma":0.00021438247,"threshold_uncertainty_score":0.5543548},"labels":[],"label_agreement":null},{"id":"W2940418247","doi":"10.2196/12484","title":"Characteristics of Adopters of an Online Social Networking Physical Activity Mobile Phone App: Cluster Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Perceived Stress Scale; Psychology; Applied psychology; Pittsburgh Sleep Quality Index; Mental health; Anxiety; Descriptive statistics; Health promotion; Gerontology; Medicine; Public health; Nursing; Psychiatry; Stress (linguistics)","score_opus":0.06812233624358352,"score_gpt":0.449490520144146,"score_spread":0.3813681839005625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940418247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99323666,0.00018147985,0.000265636,0.00088936865,0.00045376603,0.0040115146,0.0005185233,0.00009112779,0.0003518972],"genre_scores_gemma":[0.99369526,0.0010075067,0.00045649987,0.0018690797,0.0011104459,0.0012517527,0.00040450593,0.00004716313,0.0001577996],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99545246,0.00085137814,0.0013794937,0.0006529444,0.00045874462,0.001205005],"domain_scores_gemma":[0.9956059,0.0006063906,0.0018817972,0.0006586911,0.0003073913,0.0009398552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012861071,0.00032099348,0.0015317257,0.0003908595,0.0007147041,0.000005693509,0.00024608668,0.00037052712,0.00012558038],"category_scores_gemma":[0.000024623221,0.00030222134,0.00018475532,0.0012098694,0.00016270092,0.00016869092,0.00012219194,0.0010496748,0.000027510807],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00337006,0.004658864,0.33343962,0.0284518,0.00025430578,0.0000014700623,0.014199515,0.00008423405,0.00032431612,0.0020286615,0.002063803,0.6111233],"study_design_scores_gemma":[0.002171448,0.00069919147,0.97428143,0.0001344916,0.00040508554,0.0000010785343,0.0012274605,0.011090442,0.00000955028,0.0000905357,0.009624709,0.00026456395],"about_ca_topic_score_codex":0.0011902774,"about_ca_topic_score_gemma":0.00030211473,"teacher_disagreement_score":0.64084184,"about_ca_system_score_codex":0.00020381612,"about_ca_system_score_gemma":0.0012647267,"threshold_uncertainty_score":0.999943},"labels":[],"label_agreement":null},{"id":"W2940514847","doi":"10.2196/13162","title":"SmokefreeTXT for Homeless Smokers: Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Randomized controlled trial; Medicine; Psychology; Gerontology; Internal medicine","score_opus":0.06351639839786599,"score_gpt":0.3910914722294987,"score_spread":0.3275750738316327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940514847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97761625,0.00037882946,0.00013325785,0.0019739352,0.0012577664,0.017280113,0.000014000691,0.00010014179,0.0012456966],"genre_scores_gemma":[0.9934434,0.00036860214,0.000109832305,0.0016092466,0.00055779546,0.002242861,0.00008980941,0.000034627137,0.0015438263],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977581,0.00021277281,0.0007857979,0.00038472808,0.0003559616,0.0005026282],"domain_scores_gemma":[0.998113,0.00067588134,0.00036841535,0.0002963599,0.00013815383,0.00040822342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021816504,0.0002195634,0.0019708117,0.00018650427,0.00014516005,0.000031641186,0.000062806226,0.00015258137,0.00012278066],"category_scores_gemma":[0.00018507897,0.00015655845,0.00025446466,0.0001320186,0.000075092954,0.00007514771,0.000013426297,0.0002500955,0.0000080378995],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.987968,0.00035620728,0.005074583,0.0010212007,0.000050274837,0.0000011140486,0.0002946434,3.1202643e-7,0.0000148696545,0.0013426883,0.00090747233,0.0029686121],"study_design_scores_gemma":[0.9796467,0.0033087793,0.014949526,0.00009955346,0.0005149345,0.000008631454,0.00018505284,0.00017578695,0.000013173834,0.0002751221,0.0006800392,0.00014270222],"about_ca_topic_score_codex":0.0001356722,"about_ca_topic_score_gemma":0.0000064886644,"teacher_disagreement_score":0.015827142,"about_ca_system_score_codex":0.00011815125,"about_ca_system_score_gemma":0.00051838154,"threshold_uncertainty_score":0.63842684},"labels":[],"label_agreement":null},{"id":"W2940540123","doi":"10.2196/11656","title":"The Iterative Convergent Design for Mobile Health Usability Testing: Mixed Methods Approach","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Usability; Computer science; mHealth; Human–computer interaction; Medicine; Psychological intervention; Nursing","score_opus":0.2033578082081588,"score_gpt":0.5282595829414224,"score_spread":0.3249017747332636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940540123","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22868747,0.032234643,0.42396566,0.034083158,0.010882526,0.26089033,0.0008955413,0.0017335417,0.006627156],"genre_scores_gemma":[0.38745022,0.0058235624,0.32030082,0.02242345,0.0014192134,0.25837404,0.00036341127,0.00025047825,0.0035948276],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871821,0.005381382,0.0026247823,0.0013580865,0.00044642255,0.003007275],"domain_scores_gemma":[0.9818112,0.012016489,0.0016288164,0.0013111476,0.0008487251,0.002383601],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.016559891,0.00054714415,0.0011876731,0.00016818325,0.006680277,0.00004735951,0.00048882357,0.00042474116,0.00007409231],"category_scores_gemma":[0.0010225865,0.00039662246,0.0001222954,0.000979478,0.00027177946,0.0001711173,0.00017142392,0.0014825318,0.00013623046],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019122454,0.0009451283,0.025267825,0.030019261,0.000055364297,3.4548384e-7,0.00864747,0.00016358019,0.000057914538,0.055338874,0.10321736,0.7743746],"study_design_scores_gemma":[0.004674138,0.0042390334,0.050609797,0.00022077319,0.00004828983,0.000012334849,0.007866315,0.021140346,0.00001481222,0.0050290553,0.90551,0.00063511124],"about_ca_topic_score_codex":0.0005756357,"about_ca_topic_score_gemma":0.00009159295,"teacher_disagreement_score":0.80229264,"about_ca_system_score_codex":0.0009700268,"about_ca_system_score_gemma":0.008451134,"threshold_uncertainty_score":0.99984854},"labels":[],"label_agreement":null},{"id":"W2940737227","doi":"10.2196/12920","title":"Mobile Health Adoption in Mental Health: User Experience of a Mobile Health App for Patients With an Eating Disorder","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Focus group; Context (archaeology); Health care; Medicine; Nursing; Mental health; Psychology; Psychological intervention; Psychiatry; Business","score_opus":0.026784255800844436,"score_gpt":0.3938192307870065,"score_spread":0.36703497498616205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940737227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98578304,0.0031043203,0.0001241224,0.0002663846,0.00038613434,0.009992901,0.00020492736,0.00008017542,0.000057978814],"genre_scores_gemma":[0.99036807,0.0005062754,0.0024187865,0.0020449937,0.00004729541,0.0038876098,0.00048374507,0.000072867595,0.00017038605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99573183,0.00039887527,0.0012877823,0.0008914471,0.00037863408,0.0013114077],"domain_scores_gemma":[0.9974967,0.00007677547,0.0011249891,0.0005270826,0.00008858736,0.0006858128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093163404,0.00035684474,0.0009204271,0.00027862837,0.00043165678,0.000023922756,0.0001949364,0.00014004532,0.00009845793],"category_scores_gemma":[0.0000066283606,0.0003171732,0.00006196188,0.0004579404,0.00011034515,0.00025032673,0.000041662923,0.0003436409,0.0000074940594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007468237,0.0031105115,0.8093058,0.0020568718,0.0000063173775,1.730505e-7,0.05553896,0.000025670819,0.0000014330027,0.00043760726,0.00042694094,0.12834291],"study_design_scores_gemma":[0.0099575035,0.08029195,0.84720266,0.00063943886,0.000007767108,0.0000055199193,0.053215478,0.0002869357,5.949296e-7,0.000044178436,0.007801421,0.0005465612],"about_ca_topic_score_codex":0.008727025,"about_ca_topic_score_gemma":0.0020936748,"teacher_disagreement_score":0.12779635,"about_ca_system_score_codex":0.00033598582,"about_ca_system_score_gemma":0.00080574007,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W2940755444","doi":"10.2196/13384","title":"Accuracy of Fitbit Wristbands in Measuring Sleep Stage Transitions and the Effect of User-Specific Factors","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Sleep (system call); Wilcoxon signed-rank test; Sleep Stages; Polysomnography; Actigraphy; Sleep medicine; Psychology; Medicine; Statistics; Computer science; Sleep disorder; Mathematics; Circadian rhythm; Insomnia; Electroencephalography; Psychiatry; Internal medicine","score_opus":0.030914318776642625,"score_gpt":0.3409993201644075,"score_spread":0.31008500138776485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940755444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888893,0.00708592,0.000021388754,0.00056453695,0.00027080643,0.001058502,0.0000306594,0.000017175864,0.0020617524],"genre_scores_gemma":[0.99802464,0.0017189349,0.0000071865607,0.00007856128,0.000017188439,0.000035406425,0.000010736218,0.000016082948,0.00009124754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983252,0.00042520722,0.0004884996,0.0002614532,0.00015090231,0.0003487044],"domain_scores_gemma":[0.9985363,0.0007809138,0.00024127832,0.0002826537,0.000021758791,0.00013712801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007918491,0.00015667341,0.00047187196,0.00017397599,0.00009199819,0.0000072509247,0.00009803643,0.00016319922,0.00015804765],"category_scores_gemma":[0.000020781645,0.000099705176,0.000064777334,0.00026315954,0.00018069512,0.00006122807,0.000014828585,0.00036590445,0.0000061527803],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007007524,0.000510031,0.87443876,0.004401509,0.00026896544,0.0000072958433,0.05435887,0.000104355146,0.00018450305,0.01336797,0.00048674952,0.044863485],"study_design_scores_gemma":[0.023267897,0.0015431624,0.96545476,0.00020478904,0.00011908175,0.00000939844,0.0063212817,0.00014007305,0.00011667516,0.00013550928,0.0024490808,0.00023832012],"about_ca_topic_score_codex":0.00083577604,"about_ca_topic_score_gemma":0.00009177966,"teacher_disagreement_score":0.09101599,"about_ca_system_score_codex":0.000022777158,"about_ca_system_score_gemma":0.00004131719,"threshold_uncertainty_score":0.4065859},"labels":[],"label_agreement":null},{"id":"W2940847638","doi":"10.2196/13452","title":"A Multidimensional Electronic Hydroxyurea Adherence Intervention for Children With Sickle Cell Disease: Single-Arm Before-After Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Intervention (counseling); Pharmacy; Medication adherence; Medical record; Directly Observed Therapy; Disease; Sickle cell anemia; Internal medicine; Physical therapy; Pediatrics; Family medicine; Psychiatry","score_opus":0.011569703239972988,"score_gpt":0.2994454516785415,"score_spread":0.2878757484385685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940847638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99183184,0.0026173533,0.00007293611,0.0007131576,0.00009422368,0.0044844584,0.000027240962,0.00006627541,0.00009251357],"genre_scores_gemma":[0.9974723,0.00013093885,0.00016104069,0.000764462,0.000074495496,0.00029985473,0.0001361795,0.000040221657,0.0009204931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812216,0.000060340055,0.00036883008,0.0004939089,0.00027059077,0.0006841459],"domain_scores_gemma":[0.9988854,0.000028291015,0.00016426343,0.00027280473,0.00008025427,0.000569003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026420914,0.00023341707,0.0003647835,0.00010524047,0.0001410943,0.000014439113,0.000052061703,0.00009872934,0.00008661584],"category_scores_gemma":[0.000009403107,0.00016582239,0.000088735374,0.00015990535,0.000050244387,0.000080323814,0.00002955562,0.00034037937,0.000031259606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010108991,0.010946672,0.9423837,0.0035197278,0.00014571074,0.00001546106,0.0023499352,0.000016089643,0.00004751996,0.00023948814,0.00046299142,0.029763697],"study_design_scores_gemma":[0.015365329,0.033414003,0.94723773,0.00038553143,0.0003712219,0.000027832846,0.00080512563,0.0007701047,0.000014455645,0.000107279535,0.0012338498,0.00026753338],"about_ca_topic_score_codex":0.00018477702,"about_ca_topic_score_gemma":0.00014473687,"teacher_disagreement_score":0.029496163,"about_ca_system_score_codex":0.00014320713,"about_ca_system_score_gemma":0.0004558316,"threshold_uncertainty_score":0.6762041},"labels":[],"label_agreement":null},{"id":"W2941311845","doi":"10.2196/12866","title":"Wearable Finger Pulse Oximetry for Continuous Oxygen Saturation Measurements During Daily Home Routines of Patients With Chronic Obstructive Pulmonary Disease (COPD) Over One Week: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse Instelling voor Technologisch Onderzoek","keywords":"Pulse oximetry; Medicine; COPD; Oxygen saturation; Actigraphy; Nocturnal; Pulmonary disease; Physical therapy; Internal medicine; Anesthesia; Circadian rhythm; Oxygen","score_opus":0.0602759349360979,"score_gpt":0.33482058965232714,"score_spread":0.27454465471622924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941311845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98934126,0.00204825,0.000015161939,0.00038635248,0.00018671516,0.0075238,0.00037179704,0.000048801772,0.00007783905],"genre_scores_gemma":[0.9979878,0.00005457112,0.00023768243,0.0001262913,0.00025394637,0.00040773704,0.00048376666,0.0000734056,0.00037479668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99621147,0.00014179626,0.0007206333,0.00083968265,0.0012524994,0.00083389564],"domain_scores_gemma":[0.9973767,0.00010154092,0.00046176303,0.00053252047,0.0007291257,0.0007983498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003998602,0.0003643588,0.0007380829,0.00028650567,0.0003047757,0.000031715317,0.00014902499,0.000109965236,0.0001551466],"category_scores_gemma":[0.00008814941,0.00032079313,0.000098245364,0.0004510981,0.0001264289,0.00044186233,0.0000954993,0.0003114496,0.0000075501175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015202725,0.0030134078,0.9681885,0.0097409235,0.00015413445,0.000008353153,0.00027751666,0.00003262674,0.00038512473,0.000042202668,0.000020722482,0.0029337262],"study_design_scores_gemma":[0.011444659,0.0020186775,0.9846631,0.0004370774,0.00024055624,0.0000024406809,0.0002649567,0.00046556137,0.00003695875,0.000121916535,0.000029789026,0.0002742879],"about_ca_topic_score_codex":0.00030600812,"about_ca_topic_score_gemma":0.000054558892,"teacher_disagreement_score":0.016474584,"about_ca_system_score_codex":0.0013452026,"about_ca_system_score_gemma":0.001962717,"threshold_uncertainty_score":0.9999244},"labels":[],"label_agreement":null},{"id":"W2941418001","doi":"10.2196/11959","title":"A Noninvasive, Economical, and Instant-Result Method to Diagnose and Monitor Type 2 Diabetes Using Pulse Wave: Case-Control Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai Municipal Education Commission; National Natural Science Foundation of China","keywords":"Medicine; Hyperlipidemia; Type 2 diabetes; Diabetes mellitus; Pulse wave; Pulse (music); Internal medicine; Cardiology; Endocrinology; Computer science","score_opus":0.03624881954292561,"score_gpt":0.33495335758569433,"score_spread":0.29870453804276875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941418001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994955,0.0020963263,0.00017338875,0.0001030405,0.0004907716,0.0019197983,0.00007949218,0.00011484571,0.0000673382],"genre_scores_gemma":[0.9950678,0.00033558256,0.003916299,0.00023478876,0.00028116172,0.00008052983,0.0000019172235,0.00007292392,0.000009028799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979353,0.00017067863,0.00047791912,0.00054247293,0.00012918981,0.0007444498],"domain_scores_gemma":[0.9981141,0.0005992929,0.000087292654,0.00028672334,0.00005759879,0.0008549957],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060948957,0.00033607573,0.0006009389,0.00022891068,0.00022706989,0.000119238386,0.000073727904,0.0001298606,0.000013505335],"category_scores_gemma":[0.00006480291,0.0003324373,0.00002565559,0.00023894009,0.000034254786,0.00025693266,0.00008719941,0.0003335091,0.000010848479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003841393,0.00030745365,0.84071726,0.0039389455,0.00024035564,0.0006437052,0.00593057,0.0012106065,0.019376203,0.00009495082,0.00016001426,0.12699577],"study_design_scores_gemma":[0.023750762,0.010018945,0.8725127,0.0011976443,0.0008322602,0.0018719524,0.011863653,0.06344849,0.008257563,0.00044657176,0.0016417771,0.004157669],"about_ca_topic_score_codex":0.0003758804,"about_ca_topic_score_gemma":0.00008895809,"teacher_disagreement_score":0.1228381,"about_ca_system_score_codex":0.00019467989,"about_ca_system_score_gemma":0.00009104412,"threshold_uncertainty_score":0.99991274},"labels":[],"label_agreement":null},{"id":"W2941547733","doi":"10.2196/11989","title":"Wearable-Based Mobile Health App in Gastric Cancer Patients for Postoperative Physical Activity Monitoring: Focus Group Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University; National Taiwan University Hospital; Ministry of Science and Technology, Taiwan","keywords":"mHealth; Medicine; Wearable computer; Cancer; Physical activity; Wearable technology; Physical therapy; Internal medicine; Nursing; Computer science; Psychological intervention; Embedded system","score_opus":0.03762713212393349,"score_gpt":0.3897240581495746,"score_spread":0.35209692602564113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941547733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890045,0.0011533936,0.000028866627,0.00090441096,0.00058525376,0.008110269,0.000095849486,0.000056494046,0.000060946924],"genre_scores_gemma":[0.9956289,0.00023733416,0.000039213937,0.00063732854,0.0002796138,0.0030181883,0.00002539829,0.00004050821,0.000093508665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772984,0.00019469832,0.00032507075,0.00061413815,0.00037741553,0.0007588119],"domain_scores_gemma":[0.9986737,0.00013570553,0.00020261707,0.00028158014,0.00012835713,0.0005780433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039386816,0.00026452722,0.00074542913,0.00019800225,0.00017769863,0.000021285268,0.00007433132,0.00008328211,0.0000118655935],"category_scores_gemma":[0.000011956097,0.00022941374,0.00007610691,0.00044650366,0.00003096331,0.00011081577,0.000027277685,0.00043347085,0.000005280494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037338324,0.004908056,0.79658264,0.0021755164,0.000019311043,0.0000016175266,0.0065790075,0.000021320357,0.000028517827,0.000017475775,0.00023924693,0.18569349],"study_design_scores_gemma":[0.011359192,0.022729794,0.96034473,0.00036433633,0.000042643416,0.0000012014575,0.0028145418,0.0006943176,0.000085427964,0.0000126511295,0.001301383,0.00024975574],"about_ca_topic_score_codex":0.010193012,"about_ca_topic_score_gemma":0.0027745953,"teacher_disagreement_score":0.18544373,"about_ca_system_score_codex":0.0008193911,"about_ca_system_score_gemma":0.0011649749,"threshold_uncertainty_score":0.9963982},"labels":[],"label_agreement":null},{"id":"W2941910761","doi":"10.2196/13256","title":"Development of a Mobile Health Intervention to Promote Papanicolaou Tests and Human Papillomavirus Vaccination in an Underserved Immigrant Population: A Culturally Targeted and Individually Tailored Text Messaging Approach","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Papanicolaou stain; mHealth; Immigration; Intervention (counseling); Medicine; Population; Text messaging; Vaccination; Cervical cancer; Family medicine; Internet privacy; Computer science; Psychological intervention; Virology; Nursing; Environmental health; Cancer; Geography","score_opus":0.0653265235487956,"score_gpt":0.41245871556090835,"score_spread":0.34713219201211276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941910761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943946,0.0013054941,0.000030650466,0.0005558023,0.000019939891,0.0035332183,0.0000081915905,0.000031979456,0.00012012038],"genre_scores_gemma":[0.9962112,0.00011703213,0.0026754274,0.00037798262,0.000025484844,0.0002975307,0.00023754376,0.000020927659,0.000036927377],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976925,0.00016708786,0.0007908638,0.0005051163,0.00037943685,0.00046495823],"domain_scores_gemma":[0.99882305,0.000021137157,0.00023644362,0.00017966764,0.000121622536,0.00061809015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012108969,0.00018744399,0.0005568276,0.00031972758,0.00019940495,0.000041391744,0.00006569362,0.00009946796,0.000058560774],"category_scores_gemma":[0.000017642704,0.00015981817,0.000026697091,0.0003938037,0.000021009319,0.0001927326,0.00008135596,0.0002841266,0.0000012089107],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010883543,0.0010966671,0.46472967,0.016055062,0.000029994422,0.0000023061655,0.028561722,0.00000698364,0.0011785894,0.000886951,0.000026463284,0.48633724],"study_design_scores_gemma":[0.0037821443,0.0025426077,0.9893204,0.0002096825,0.000012942918,0.000009321064,0.0033117798,0.00044447518,0.000030843326,0.0000780828,0.00011884942,0.00013885678],"about_ca_topic_score_codex":0.0023117298,"about_ca_topic_score_gemma":0.0044511356,"teacher_disagreement_score":0.52459073,"about_ca_system_score_codex":0.00031383362,"about_ca_system_score_gemma":0.00032120256,"threshold_uncertainty_score":0.65171957},"labels":[],"label_agreement":null},{"id":"W2942276329","doi":"10.2196/13963","title":"Development and Implementation of a Mobile Phone–Based Prevention of Mother-To-Child Transmission of HIV Cascade Analysis Tool: Usability and Feasibility Testing in Kenya and Mozambique","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Usability; Focus group; Nursing; Medicine; Health facility; Health care; Likert scale; mHealth; Qualitative research; Psychology; Psychological intervention; Computer science; Population; Environmental health; Business","score_opus":0.06625003739936175,"score_gpt":0.45546883616017225,"score_spread":0.3892187987608105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942276329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98978466,0.0007081072,0.0008909126,0.00064505823,0.000025957159,0.0077596363,0.00009495177,0.000020501131,0.0000702379],"genre_scores_gemma":[0.98584974,0.0005115923,0.011773757,0.00035437208,0.0000138022615,0.0014150906,0.000048901726,0.000017426555,0.00001529089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591404,0.00057573593,0.0020672195,0.0006179814,0.00026300733,0.00056203414],"domain_scores_gemma":[0.9973225,0.00062159245,0.00094848464,0.000342609,0.00018945869,0.00057535333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031430924,0.00021426775,0.00087869103,0.0004591696,0.00031193215,0.000003708842,0.00007146442,0.0002084138,0.000051544543],"category_scores_gemma":[0.00007155494,0.0002007511,0.000039318336,0.00092197926,0.00009315318,0.00010029772,0.00005700611,0.0003621918,8.028489e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034895405,0.00023866537,0.87758017,0.016803257,0.000013766932,9.376603e-8,0.0057274136,0.000027330558,0.00038123605,0.00020353535,0.000011572351,0.09866404],"study_design_scores_gemma":[0.0026737852,0.00046702998,0.9909291,0.00047276812,0.00007224916,9.64278e-7,0.0027022222,0.0015342835,0.00026595732,0.00015970036,0.0005916607,0.0001302803],"about_ca_topic_score_codex":0.0028359324,"about_ca_topic_score_gemma":0.0025638791,"teacher_disagreement_score":0.11334896,"about_ca_system_score_codex":0.00018275768,"about_ca_system_score_gemma":0.0016010877,"threshold_uncertainty_score":0.8186393},"labels":[],"label_agreement":null},{"id":"W2942343679","doi":"10.2196/14090","title":"A Combination of Indoor Localization and Wearable Sensor–Based Physical Activity Recognition to Assess Older Patients Undergoing Subacute Rehabilitation: Baseline Study Results","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Agency for Healthcare Research and Quality; U.S. Department of Health and Human Services","keywords":"Wearable computer; Beacon; Computer science; Wearable technology; Activity tracker; Accelerometer; Activity recognition; Smartwatch; Bluetooth; Population; Artificial intelligence; Human–computer interaction; Wireless; Real-time computing; Medicine; Embedded system; Telecommunications","score_opus":0.05686620121311808,"score_gpt":0.35298189572118543,"score_spread":0.29611569450806735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942343679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95366454,0.0000085306765,0.041904368,0.0015422917,0.00019452679,0.0025122897,0.0000417614,0.00007817082,0.00005353977],"genre_scores_gemma":[0.99820614,0.000007476491,0.0012569509,0.00033029512,0.000034963778,0.0000945777,0.00003643793,0.000013962696,0.000019167355],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99724364,0.000891729,0.00046065246,0.00064493064,0.00047267927,0.00028638568],"domain_scores_gemma":[0.99696887,0.0014395037,0.00044520217,0.00035626552,0.00053009915,0.00026009313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012991655,0.00017968837,0.0003942463,0.0002821043,0.00019606114,0.00008324245,0.00011013248,0.00007571101,0.0000022471331],"category_scores_gemma":[0.0003233709,0.00018183039,0.000032689193,0.00064999436,0.000027727092,0.00072546693,0.00007336705,0.00016436855,0.000014419464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019032808,0.012176562,0.43291023,0.004992657,0.00004837944,0.0000027602398,0.017939385,0.00017941784,0.000192213,0.00021473622,0.00059809186,0.5288423],"study_design_scores_gemma":[0.009621985,0.0065005766,0.861585,0.0005269447,0.000030802654,0.0000027164817,0.0010529871,0.11980622,0.00023102545,0.00023165002,0.00006903105,0.00034100882],"about_ca_topic_score_codex":0.00025028863,"about_ca_topic_score_gemma":0.000109732166,"teacher_disagreement_score":0.5285013,"about_ca_system_score_codex":0.00014601974,"about_ca_system_score_gemma":0.00029530644,"threshold_uncertainty_score":0.7414828},"labels":[],"label_agreement":null},{"id":"W2942783161","doi":"10.2196/13679","title":"Who is Tracking Health on Mobile Devices: Behavioral Logfile Analysis in Hong Kong","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Michigan State University; City University of Hong Kong","keywords":"mHealth; Internet privacy; Mobile device; Logistic regression; Usage data; Digital health; Psychology; Computer science; Applied psychology; World Wide Web; Psychological intervention; Health care","score_opus":0.0984717722371989,"score_gpt":0.4970064593857348,"score_spread":0.3985346871485359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942783161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97539526,0.0027033028,0.000088446526,0.007225964,0.00060079613,0.010636623,0.0003175207,0.00025861204,0.0027734807],"genre_scores_gemma":[0.95241386,0.0043035806,0.00036510336,0.03690844,0.00034861785,0.004105503,0.0002927839,0.00009675261,0.0011653872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9905416,0.0012398855,0.002752801,0.0015839592,0.00072215643,0.0031596343],"domain_scores_gemma":[0.99384946,0.000811301,0.0014183143,0.0012801995,0.00021681507,0.0024238985],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0032688843,0.00060520973,0.0018271272,0.001447345,0.0017394205,0.000037734575,0.00041372588,0.00061609456,0.0013578421],"category_scores_gemma":[0.000035604116,0.0005819128,0.00021000048,0.0028638372,0.000100636804,0.00030847552,0.00012998749,0.0024413255,0.0007909855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027097607,0.00055401056,0.93597406,0.0055421875,0.000029903322,0.0000037884545,0.0055183517,0.00006706943,0.0000031661132,0.0026655723,0.0077008298,0.041670103],"study_design_scores_gemma":[0.0028146121,0.0013025011,0.932555,0.0006893054,0.000108147666,0.0000032184319,0.003792993,0.0012031004,0.000002314512,0.00018325092,0.0568687,0.00047681775],"about_ca_topic_score_codex":0.0056514223,"about_ca_topic_score_gemma":0.0075695557,"teacher_disagreement_score":0.049167868,"about_ca_system_score_codex":0.0012982924,"about_ca_system_score_gemma":0.0034450265,"threshold_uncertainty_score":0.999987},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2942854854","doi":"10.2196/13584","title":"Mobile Health Divide Between Clinicians and Patients in Cancer Care: Results From a Cross-Sectional International Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Health care; Cross-sectional study; Medicine; Health Information National Trends Survey; Family medicine; Telemedicine; Digital health; Internet privacy; Nursing; Psychological intervention; Computer science; Health information; Political science","score_opus":0.12186799467895701,"score_gpt":0.5197263073202774,"score_spread":0.3978583126413203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942854854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751204,0.0026396015,0.000019684909,0.0017515781,0.0020749825,0.008372423,0.009168736,0.00011405785,0.00073849293],"genre_scores_gemma":[0.9662827,0.014006498,0.00019724594,0.007398844,0.0009199545,0.006426699,0.004294453,0.00006335903,0.00041019844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921593,0.0013061762,0.0029386205,0.0013621697,0.00060584035,0.0016279046],"domain_scores_gemma":[0.99387246,0.0020797707,0.001384043,0.0005982533,0.00045198412,0.0016134894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003299733,0.00039305302,0.00092709105,0.000375556,0.0011577891,0.000039279395,0.0003234809,0.000529574,0.00017625868],"category_scores_gemma":[0.00029109523,0.00038841277,0.00005856597,0.00047956815,0.00013210892,0.0002556601,0.0002292812,0.0016591097,0.00015568559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066935725,0.0001457599,0.9395766,0.0012089002,0.000011226594,3.2776668e-7,0.0031711464,0.0000074006125,2.2172811e-7,0.00013176285,0.0026351346,0.052442152],"study_design_scores_gemma":[0.006387767,0.0006079543,0.9126653,0.00024645915,0.000006740389,2.9711558e-7,0.000490576,0.000061198414,1.5810556e-7,0.00020538917,0.079093456,0.00023471212],"about_ca_topic_score_codex":0.09059238,"about_ca_topic_score_gemma":0.033322074,"teacher_disagreement_score":0.07645832,"about_ca_system_score_codex":0.001298687,"about_ca_system_score_gemma":0.0038444535,"threshold_uncertainty_score":0.99985677},"labels":[],"label_agreement":null},{"id":"W2942975361","doi":"10.2196/12770","title":"Deep Learning Approaches to Detect Atrial Fibrillation Using Photoplethysmographic Signals: Algorithms Development Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education, Science and Technology; National Research Foundation of Korea; National Research Foundation","keywords":"Atrial fibrillation; Algorithm; Computer science; Artificial intelligence; Medicine; Machine learning; Internal medicine; Cardiology","score_opus":0.14212924962599408,"score_gpt":0.3738142566090185,"score_spread":0.23168500698302444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942975361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99528176,0.001204102,0.0017170048,0.00018414212,0.00017996479,0.001298114,5.9811526e-7,0.00008803069,0.000046281726],"genre_scores_gemma":[0.9893452,0.00011000266,0.009562414,0.0000923229,0.00071100064,0.000017220864,0.000013052076,0.000030307383,0.0001184632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978948,0.00019316075,0.0005012818,0.0005055771,0.00040393078,0.000501224],"domain_scores_gemma":[0.9989257,0.000096018724,0.00018495008,0.000206017,0.000058672304,0.0005286693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010139848,0.00020879967,0.0005251363,0.00040597297,0.00036873284,0.00003737064,0.000051084502,0.000100049445,0.000017694449],"category_scores_gemma":[0.00004229662,0.00018407856,0.00009904338,0.00063916313,0.000016174617,0.00006176677,0.000042533837,0.00032406073,0.000020426358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003411674,0.00005702612,0.6957086,0.00069752306,0.00010859097,0.0000055372266,0.0044432385,0.0035920688,0.00012912415,0.000001869438,0.000003267481,0.294912],"study_design_scores_gemma":[0.0055123814,0.004364424,0.84925795,0.00040144435,0.000617444,0.000049448314,0.008067315,0.12766114,0.00021737705,0.000026778234,0.0031439615,0.00068032846],"about_ca_topic_score_codex":0.00030469178,"about_ca_topic_score_gemma":0.000034607623,"teacher_disagreement_score":0.29423168,"about_ca_system_score_codex":0.00016052161,"about_ca_system_score_gemma":0.0002928332,"threshold_uncertainty_score":0.7506506},"labels":[],"label_agreement":null},{"id":"W2943149177","doi":"10.2196/12242","title":"What Patients Want in a Smartphone App That Supports Colonoscopy Preparation: Qualitative Study to Inform a User-Centered Smartphone App","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"McGill University Health Centre; McGill University","keywords":"Colonoscopy; Facilitator; Focus group; Medicine; Context (archaeology); Thematic analysis; Colorectal cancer; Outpatient clinic; Qualitative research; Family medicine; Cancer; Psychology; Internal medicine","score_opus":0.04894496537160229,"score_gpt":0.4114262521567231,"score_spread":0.3624812867851208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943149177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99158984,0.00026466697,0.000027243548,0.0014699717,0.0010435771,0.005210723,0.000019044244,0.00011160724,0.0002633276],"genre_scores_gemma":[0.9963733,0.00020608725,0.00016136892,0.0018878059,0.000092286726,0.00046834152,0.000106384614,0.000027838769,0.000676608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972939,0.00022453035,0.00070366997,0.0006038366,0.00054974214,0.00062431925],"domain_scores_gemma":[0.99839824,0.00011203574,0.00028520377,0.0003766231,0.00015428729,0.00067363115],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090238755,0.00027640897,0.00066735264,0.00035515957,0.00017338985,0.0000761052,0.00007329755,0.000110900655,0.00007097698],"category_scores_gemma":[0.000043626264,0.00024761228,0.000053609958,0.00067385816,0.000033324333,0.00044733591,0.00007697355,0.00035163417,0.00008254117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.102838255,0.0034856838,0.45791706,0.0021100189,0.0000712465,0.000022618353,0.40761396,0.000008350343,0.000023101702,0.000019978674,0.0050539756,0.02083575],"study_design_scores_gemma":[0.012106419,0.05983421,0.85362506,0.0005158326,0.000054575063,0.00001934293,0.06912159,0.00015200017,0.00013825641,0.000029160226,0.0040571797,0.00034638317],"about_ca_topic_score_codex":0.0015010267,"about_ca_topic_score_gemma":0.003344168,"teacher_disagreement_score":0.39570796,"about_ca_system_score_codex":0.0005288931,"about_ca_system_score_gemma":0.00053692225,"threshold_uncertainty_score":0.9999976},"labels":[],"label_agreement":null},{"id":"W2943494218","doi":"10.2196/14386","title":"Self-Administered Auricular Acupressure Integrated With a Smartphone App for Weight Reduction: Randomized Feasibility Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hong Kong Polytechnic University","keywords":"Medicine; Randomized controlled trial; Acupressure; Physical therapy; Weight loss; Adverse effect; Smartphone app; mHealth; Smartphone application; Obesity; Psychological intervention; Internal medicine; Alternative medicine; Multimedia; Nursing","score_opus":0.04328443511692547,"score_gpt":0.3847689724883461,"score_spread":0.3414845373714206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943494218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9555173,0.00320788,0.00018706257,0.010444429,0.00044605535,0.028871754,0.000054290456,0.00029323838,0.0009779894],"genre_scores_gemma":[0.98377365,0.0013828439,0.007045107,0.0005007335,0.00065137196,0.00277063,0.00025623068,0.00004876275,0.0035706472],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970085,0.00039057035,0.00062404736,0.00074080675,0.0005058463,0.0007302001],"domain_scores_gemma":[0.997705,0.00046559854,0.00029344545,0.00052959076,0.00034759683,0.0006587732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014030095,0.00044911378,0.0018493776,0.00015694919,0.00028809335,0.0000323268,0.00008312249,0.00018930878,0.00007757432],"category_scores_gemma":[0.0001678924,0.00021040169,0.0002202091,0.00033429798,0.00020049654,0.000101533806,0.000039767347,0.0004011258,0.0000143972175],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98106706,0.0010252342,0.002901565,0.0053516156,0.0005301764,0.00001534712,0.0011717101,1.8705681e-7,0.000020595486,0.0002483295,0.0062831426,0.0013850136],"study_design_scores_gemma":[0.9524311,0.010204871,0.004948552,0.00023033947,0.0012117546,0.00017235869,0.00056230644,0.0002050413,0.00009074313,0.00014500559,0.029521897,0.00027607693],"about_ca_topic_score_codex":0.000087823304,"about_ca_topic_score_gemma":0.000023094466,"teacher_disagreement_score":0.028636029,"about_ca_system_score_codex":0.00035101888,"about_ca_system_score_gemma":0.0012692391,"threshold_uncertainty_score":0.8579932},"labels":[],"label_agreement":null},{"id":"W2943528697","doi":"10.2196/11957","title":"Needs Analysis for a Parenting App to Prevent Unintentional Injury in Newborn Babies and Toddlers: Focus Group and Survey Study Among Chinese Caregivers","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Focus group; Psychology; Medicine; Toddler; Developmental psychology; Pediatrics","score_opus":0.04044477646438233,"score_gpt":0.38669997651524735,"score_spread":0.346255200050865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943528697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564284,0.00051014265,0.00034801904,0.0007279289,0.00012223772,0.002513361,0.00006132554,0.00002407709,0.000050064446],"genre_scores_gemma":[0.9983583,0.00020731137,0.00043979587,0.00033510313,0.00006208479,0.00015849211,0.00017044102,0.000013440706,0.00025502322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793863,0.00050871365,0.0005420972,0.00044771997,0.00013697785,0.00042584524],"domain_scores_gemma":[0.99880964,0.0003557592,0.00019907729,0.00018680573,0.00007626478,0.00037245962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029961811,0.0001956433,0.0006995744,0.0006279215,0.0001677609,0.000017054632,0.000047541,0.0001262017,0.000019274974],"category_scores_gemma":[0.000189695,0.00016468343,0.000069738955,0.0006948536,0.00006238475,0.00012002038,0.000062995714,0.00024212289,0.0000011217925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001343059,0.0002458858,0.98555773,0.0005650458,0.00013975917,0.0000011659324,0.0026643402,0.0000053527233,0.000005462809,0.0000894053,0.00014184491,0.009240919],"study_design_scores_gemma":[0.0016893671,0.0019222032,0.9925816,0.00009180011,0.00024736873,0.000003625843,0.0024543365,0.00053407555,4.83029e-7,0.00021102634,0.00013739844,0.000126714],"about_ca_topic_score_codex":0.0035437176,"about_ca_topic_score_gemma":0.0074884384,"teacher_disagreement_score":0.009114205,"about_ca_system_score_codex":0.00007777182,"about_ca_system_score_gemma":0.00010142496,"threshold_uncertainty_score":0.6715596},"labels":[],"label_agreement":null},{"id":"W2943651095","doi":"10.2196/13059","title":"Mindfulness-Based Smoking Cessation Enhanced With Mobile Technology (iQuit Mindfully): Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Cancer Institute; National Institutes of Health; National Center for Advancing Translational Sciences; Huntsman Cancer Foundation","keywords":"Smoking cessation; Mindfulness; mHealth; Randomized controlled trial; Attrition; Psychology; Session (web analytics); Clinical psychology; Addiction; Medicine; Psychological intervention; Psychiatry; Advertising","score_opus":0.027712144724349404,"score_gpt":0.38444442293197595,"score_spread":0.35673227820762654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943651095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679636,0.00062038057,0.0018933491,0.0022711146,0.0022833608,0.01739844,0.000039287945,0.00024616267,0.007284305],"genre_scores_gemma":[0.9754976,0.0000030299063,0.00018981336,0.0010644239,0.0001712058,0.02042253,0.00006410078,0.000060046317,0.0025272234],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99542534,0.00070810923,0.001586595,0.000817631,0.0004223663,0.0010399283],"domain_scores_gemma":[0.9967769,0.0008837983,0.0011476,0.0005881071,0.00015729309,0.00044630398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019642091,0.00041116876,0.0018847022,0.00067217887,0.00027848492,0.00006397711,0.00024371143,0.00030030892,0.0009789008],"category_scores_gemma":[0.00008453243,0.0003156647,0.00020833597,0.0005750798,0.000296416,0.00017948897,0.00004075561,0.00053269917,0.00020081252],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9536918,0.0014652052,0.00014806332,0.00078204874,0.000107308755,0.000005385223,0.00028066483,0.000009347639,0.0000038460516,0.009809804,0.00023702942,0.03345949],"study_design_scores_gemma":[0.9829496,0.012490932,0.00017020712,0.0003231818,0.00015745705,0.000016554717,0.0004881382,0.000110838926,0.0005669635,0.001793602,0.00061536476,0.0003171457],"about_ca_topic_score_codex":0.0001827701,"about_ca_topic_score_gemma":0.000082692815,"teacher_disagreement_score":0.033142343,"about_ca_system_score_codex":0.00024450367,"about_ca_system_score_gemma":0.0005291104,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W2943972945","doi":"10.2196/13501","title":"An Electronic Teaching Module for Improving Knowledge of Self-Management of Vaso-Occlusive Pain Crises in Patients With Sickle Cell Disease: Pilot Questionnaire Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Self-management; Disease; Sickle cell anemia; Vaso-occlusive crisis; Physical therapy; Family medicine; Disease management; Internal medicine; Psychiatry","score_opus":0.00820632204425736,"score_gpt":0.3027606171445758,"score_spread":0.29455429510031844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943972945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936925,0.001559514,0.00016808549,0.00014228106,0.000048838017,0.0042474046,0.00001313527,0.000037034115,0.000091208196],"genre_scores_gemma":[0.9992215,0.00015153486,0.00029754307,0.00010663071,0.00001927191,0.00010067694,0.0000350938,0.000029771076,0.00003794846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983344,0.00021036126,0.00044570217,0.0003544924,0.00018370619,0.00047133086],"domain_scores_gemma":[0.9989988,0.000046592966,0.00025024195,0.00028429733,0.00012414303,0.0002958924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008738858,0.00017284558,0.0004038941,0.00015875479,0.00011534515,0.000005157742,0.00007310277,0.000050810777,0.0000029195453],"category_scores_gemma":[0.000016433572,0.00013439356,0.000031176187,0.0001655449,0.000026808075,0.00008737196,0.000028778722,0.00027847,7.0188645e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030592938,0.011579037,0.94143265,0.02245451,0.00004941716,0.0000018351884,0.0047629126,0.00007280867,0.0000122646,0.0005055762,0.000036905134,0.016032811],"study_design_scores_gemma":[0.01208706,0.022915043,0.9556233,0.0006449263,0.00024395475,2.9263126e-7,0.0043577785,0.0038244012,0.0000054593092,0.00006532382,0.00006409286,0.00016833744],"about_ca_topic_score_codex":0.00033132336,"about_ca_topic_score_gemma":0.000073587275,"teacher_disagreement_score":0.021809582,"about_ca_system_score_codex":0.00017930649,"about_ca_system_score_gemma":0.0005487946,"threshold_uncertainty_score":0.54804105},"labels":[],"label_agreement":null},{"id":"W2944293638","doi":"10.2196/12645","title":"Mobile Health Management Platform–Based Pulmonary Rehabilitation for Patients With Non–Small Cell Lung Cancer: Prospective Clinical Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Pulmonary rehabilitation; Medicine; Physical therapy; Lung cancer; Clinical trial; mHealth; Prospective cohort study; Physical medicine and rehabilitation; Oncology; Psychological intervention; Internal medicine; Nursing","score_opus":0.02800752891003803,"score_gpt":0.38332575614476433,"score_spread":0.3553182272347263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944293638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729711,0.0009832141,0.0002249748,0.0006517547,0.00097548816,0.0232213,0.00012754416,0.000067831854,0.0007768243],"genre_scores_gemma":[0.98856926,0.0005908268,0.0016338226,0.0025961336,0.00034213482,0.005569017,0.00022918679,0.000051484254,0.00041811974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997384,0.00009287451,0.000785586,0.000718955,0.000366297,0.0006522973],"domain_scores_gemma":[0.9980976,0.00023077722,0.00042104043,0.0003952226,0.0002097445,0.00064559624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008657188,0.00025454845,0.0007068122,0.00015087733,0.00020304078,0.000018197621,0.00007800168,0.00013878163,0.000024926187],"category_scores_gemma":[0.000011574432,0.0002035684,0.00012609501,0.00024978846,0.000058138216,0.0000904842,0.000026195807,0.00032810224,0.0000042399756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08581832,0.0018104019,0.81225663,0.019155262,0.000039185,0.000001709168,0.0016506077,0.000010917932,2.1072093e-7,0.000098944016,0.0014868199,0.07767097],"study_design_scores_gemma":[0.13418458,0.07143782,0.7728698,0.00096067204,0.00027387345,0.0000013143455,0.0020504196,0.0019523147,0.0000024070337,0.00007865476,0.015760608,0.0004275022],"about_ca_topic_score_codex":0.00060629554,"about_ca_topic_score_gemma":0.00038081474,"teacher_disagreement_score":0.07724347,"about_ca_system_score_codex":0.00060952303,"about_ca_system_score_gemma":0.0014030893,"threshold_uncertainty_score":0.83012784},"labels":[],"label_agreement":null},{"id":"W2944465784","doi":"10.2196/11527","title":"Customizing the Types of Technologies Used by Patients With Type 1 Diabetes Mellitus for Diabetes Treatment: Case Series on Patient Experience","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Grantová Agentura, Univerzita Karlova; Univerzita Karlova v Praze","keywords":"Feeling; Telemedicine; Medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Diabetes management; Informed consent; Wearable technology; Wearable computer; Type 2 diabetes; Computer science; Health care; Psychology; Alternative medicine; Social psychology","score_opus":0.023978265751836696,"score_gpt":0.3103297796257603,"score_spread":0.2863515138739236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944465784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99513894,0.0012793135,6.55197e-7,0.0013807522,0.0001681342,0.0018096967,0.000026940696,0.00006141492,0.00013415115],"genre_scores_gemma":[0.99874973,0.0002837227,0.00012936967,0.0003379646,0.000019222636,0.00024685028,0.00007355629,0.00001774865,0.00014182652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900424,0.000026145046,0.00022374761,0.00024143486,0.00014055298,0.00036389925],"domain_scores_gemma":[0.9992424,0.00013041274,0.00018367378,0.00027585798,0.000083328625,0.00008429238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097220836,0.00015533359,0.00029315669,0.00008667067,0.00014662676,0.00001649283,0.000050278482,0.000055669207,0.000008908441],"category_scores_gemma":[0.00003351833,0.00008811641,0.00002562614,0.00018937688,0.00009913488,0.00009695221,0.000017173354,0.00006815333,0.000004412778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006753386,0.00071487855,0.87773246,0.0018814856,0.00007384089,0.0000010740018,0.0057971873,0.000004406539,0.00007597264,0.00028847688,0.0013666459,0.111388214],"study_design_scores_gemma":[0.032322325,0.17708023,0.4844994,0.0031321796,0.0019420141,0.000019203286,0.07728419,0.0019084341,0.036926135,0.0009194556,0.18161064,0.0023557905],"about_ca_topic_score_codex":0.000022030064,"about_ca_topic_score_gemma":0.0000070739134,"teacher_disagreement_score":0.3932331,"about_ca_system_score_codex":0.00007758254,"about_ca_system_score_gemma":0.00007945908,"threshold_uncertainty_score":0.35932827},"labels":[],"label_agreement":null},{"id":"W2944634419","doi":"10.2196/13301","title":"Using Stakeholder Values to Promote Implementation of an Evidence-Based Mobile Health Intervention for Addiction Treatment in Primary Care Settings","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Stakeholder; mHealth; Framing (construction); Psychology; Health care; Focus group; Knowledge management; Applied psychology; Medicine; Nursing; Public relations; Business; Computer science; Psychological intervention; Marketing; Political science; Engineering","score_opus":0.5368457785442515,"score_gpt":0.6476795247040471,"score_spread":0.11083374615979558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944634419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767222,0.00041584627,0.00084354664,0.0024073496,0.00037287368,0.018646749,0.0005084988,0.00006318083,0.000019750145],"genre_scores_gemma":[0.973202,0.00014646057,0.011212197,0.010772631,0.00015441548,0.0041446723,0.0002880778,0.000042346404,0.000037214253],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99434483,0.0014179343,0.0019381767,0.00068668334,0.00045359417,0.0011588086],"domain_scores_gemma":[0.9967322,0.00059073546,0.0012285933,0.0003913737,0.0003436844,0.00071342086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003912947,0.00025025886,0.00062164967,0.0005956698,0.0006386909,0.000017472548,0.00014070464,0.00012743175,0.00009734892],"category_scores_gemma":[0.00007564136,0.0002376769,0.00006324923,0.0006149699,0.000035959696,0.0006031571,0.000042687447,0.00022977353,0.000010793727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0013073039,0.00040524176,0.14542174,0.03717888,0.000016222222,7.427699e-7,0.17577355,0.00044456538,0.0010157928,0.00016805484,0.0006353515,0.63763255],"study_design_scores_gemma":[0.026249716,0.040270288,0.7417784,0.008710518,0.00009692131,0.000004628642,0.14805886,0.0064889058,0.0009440488,0.00020520465,0.026334729,0.0008578372],"about_ca_topic_score_codex":0.011241156,"about_ca_topic_score_gemma":0.0034278743,"teacher_disagreement_score":0.6367747,"about_ca_system_score_codex":0.004675234,"about_ca_system_score_gemma":0.0061092363,"threshold_uncertainty_score":0.9995252},"labels":[],"label_agreement":null},{"id":"W2944863334","doi":"10.2196/13421","title":"Validation of the Mobile App–Recorded Circadian Rhythm by a Digital Footprint","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health Research Institutes","keywords":"Circadian rhythm; Rhythm; Sleep (system call); Mobile apps; Psychology; Smartphone app; Audiology; Actigraphy; Medicine; Computer science; Internal medicine; Neuroscience; World Wide Web","score_opus":0.016999873211990046,"score_gpt":0.3242053266574407,"score_spread":0.30720545344545064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944863334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802008,0.0014337199,0.00002022362,0.00085419125,0.0009178393,0.0010605251,0.00003573664,0.000044421005,0.015432521],"genre_scores_gemma":[0.99762356,0.00019992108,0.000009029891,0.00049736776,0.000047358168,0.00008746604,0.000029095467,0.00002001317,0.0014861681],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99871576,0.00009086628,0.00035480325,0.00029693166,0.0001476231,0.00039401633],"domain_scores_gemma":[0.9990995,0.00006783542,0.00022824993,0.00036558197,0.00003214978,0.00020668872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018405469,0.00012911063,0.00021228958,0.00006705112,0.00010728944,0.000018442726,0.00012072581,0.00017941253,0.00022360515],"category_scores_gemma":[0.000008814314,0.000093647664,0.00006211566,0.00022527858,0.00007498723,0.00004903467,0.0000321296,0.00027158027,0.00013256681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007425655,0.0018562124,0.28282413,0.0014705588,0.00030623758,0.0000030433469,0.022587867,0.000047587928,0.00022589904,0.009895656,0.028782891,0.65125734],"study_design_scores_gemma":[0.022192953,0.0049540736,0.57724285,0.00038686368,0.00034914078,0.00021626463,0.021708561,0.00030494478,0.00069279736,0.004853369,0.36547768,0.0016204916],"about_ca_topic_score_codex":0.0003332515,"about_ca_topic_score_gemma":0.000009175175,"teacher_disagreement_score":0.64963686,"about_ca_system_score_codex":0.000039054477,"about_ca_system_score_gemma":0.00011858566,"threshold_uncertainty_score":0.38188407},"labels":[],"label_agreement":null},{"id":"W2944902714","doi":"10.2196/13327","title":"Estimating Maximal Oxygen Uptake From Daily Activity Data Measured by a Watch-Type Fitness Tracker: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Samsung; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Cardiorespiratory fitness; VO2 max; Cross-sectional study; Physical fitness; Physical activity; Physical therapy; Medicine; Physical medicine and rehabilitation; Heart rate; Internal medicine; Blood pressure","score_opus":0.08912568810960977,"score_gpt":0.39325899294305217,"score_spread":0.30413330483344236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944902714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956032,0.0009775305,0.00010489293,0.0004956655,0.00074491865,0.0014897548,0.00037149436,0.0001022026,0.000110325556],"genre_scores_gemma":[0.9969676,0.000102204336,0.0006003213,0.00040874703,0.00059055886,0.000041301973,0.0010733574,0.000041680112,0.00017422688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970634,0.00021290792,0.0005162038,0.0010070071,0.00058355107,0.0006169347],"domain_scores_gemma":[0.99786115,0.000108669105,0.0001842719,0.0011709781,0.00014724706,0.0005276734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012724659,0.00027514042,0.0009075792,0.00005844139,0.00029671466,0.00006072516,0.00022893096,0.00020081221,0.00012330929],"category_scores_gemma":[0.00009347719,0.00024133627,0.00009871217,0.00021739007,0.000077128025,0.00027192713,0.00018152689,0.0005944726,0.00009480097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017749004,0.002713082,0.91046846,0.0023791688,0.00067142886,0.00004728778,0.0023248075,0.00007860201,0.004416322,0.000010587132,0.013092364,0.046048883],"study_design_scores_gemma":[0.004174066,0.00076003524,0.9903786,0.000037668844,0.00015590947,0.00005158858,0.00015954304,0.0030355728,0.00002116488,0.00004860603,0.0009824771,0.00019472357],"about_ca_topic_score_codex":0.003545083,"about_ca_topic_score_gemma":0.0001258346,"teacher_disagreement_score":0.07991018,"about_ca_system_score_codex":0.00013642908,"about_ca_system_score_gemma":0.0006023074,"threshold_uncertainty_score":0.98414075},"labels":[],"label_agreement":null},{"id":"W2945051652","doi":"10.2196/12245","title":"Factors Influencing User Engagement of Health Information Disseminated by Chinese Provincial Centers for Disease Control and Prevention on WeChat: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Popularity; Logistic regression; Operationalization; Observational study; Reading (process); Psychology; Computer science; Medicine; Medical education; Statistics; Social psychology; Political science","score_opus":0.09609113401262652,"score_gpt":0.47700997901813574,"score_spread":0.3809188450055092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945051652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98416203,0.000108318025,0.0009347653,0.0018393295,0.00040868492,0.011632706,0.00080157723,0.00006666252,0.000045914592],"genre_scores_gemma":[0.99214756,0.000054039778,0.000110114845,0.0059892344,0.000054044394,0.0006680859,0.0008685387,0.000015787547,0.00009260573],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995034,0.0010116606,0.0025406103,0.0003238751,0.00043914514,0.00065075216],"domain_scores_gemma":[0.9961869,0.00067486474,0.0019085353,0.00029327127,0.00032123097,0.0006151856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042871493,0.00027253572,0.00059926586,0.00022873093,0.0010587394,0.000028564249,0.000118623546,0.00012455662,0.000045922923],"category_scores_gemma":[0.0003731608,0.00020677317,0.000053432337,0.0002356179,0.00003535202,0.0015565789,0.000054357613,0.0004867403,0.0000073983315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010898531,0.00031600232,0.96377337,0.009410566,0.000013421006,2.2442668e-8,0.0149260685,0.0000045087363,0.0000035319092,0.00043778843,0.0013387367,0.008686151],"study_design_scores_gemma":[0.0044833636,0.0013113375,0.9819066,0.00035252605,0.000016616872,5.33065e-8,0.006120948,0.0013705059,8.3869395e-7,0.00013816959,0.004152629,0.00014640311],"about_ca_topic_score_codex":0.00044044465,"about_ca_topic_score_gemma":0.000055853227,"teacher_disagreement_score":0.018133257,"about_ca_system_score_codex":0.00037995807,"about_ca_system_score_gemma":0.0015863839,"threshold_uncertainty_score":0.8431965},"labels":[],"label_agreement":null},{"id":"W2945393427","doi":"10.2196/13987","title":"Using the Extended Parallel Process Model to Examine the Nature and Impact of Breast Cancer Prevention Information on Mobile-Based Social Media: Content Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Computer science; Process (computing); Breast cancer; Content analysis; Cancer prevention; Cancer; Internet privacy; Psychology; Multimedia; Medicine; World Wide Web; Sociology; Social science; Internal medicine","score_opus":0.12514883363011312,"score_gpt":0.5152029216407962,"score_spread":0.3900540880106831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945393427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99077934,0.00015336105,0.0017493139,0.0032411094,0.00014904869,0.0033761563,0.00042217507,0.000027910592,0.00010161371],"genre_scores_gemma":[0.99096245,0.00010317069,0.00017928246,0.008030477,0.00011035348,0.0004802474,0.00010320263,0.00000919975,0.000021595613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968353,0.0005587502,0.0014023333,0.00022441114,0.0004390287,0.0005402149],"domain_scores_gemma":[0.99719995,0.00041753988,0.0011981785,0.0003177904,0.000551226,0.00031528313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002477013,0.00020348064,0.00047969955,0.00026605328,0.0010619898,0.000029381941,0.00016985241,0.00027452703,0.000094035306],"category_scores_gemma":[0.00008788449,0.00010632207,0.00010114333,0.0007915334,0.00006905297,0.0007141259,0.000045390854,0.00091720547,0.00000497375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009391068,0.00065674254,0.6400295,0.019961957,0.00034745806,2.0552626e-7,0.16392589,0.06585828,0.000027929633,0.003802774,0.0018628532,0.09413534],"study_design_scores_gemma":[0.0012003034,0.00017092269,0.7825004,0.00015815964,0.000093959505,5.744602e-7,0.0038513104,0.21169756,9.69742e-7,0.00014398103,0.000081627295,0.00010022024],"about_ca_topic_score_codex":0.0006813342,"about_ca_topic_score_gemma":0.00026390594,"teacher_disagreement_score":0.16007458,"about_ca_system_score_codex":0.00035379612,"about_ca_system_score_gemma":0.0018434055,"threshold_uncertainty_score":0.8168074},"labels":[],"label_agreement":null},{"id":"W2945420460","doi":"10.2196/13049","title":"A Smartphone Game to Prevent HIV Among Young Africans (Tumaini): Assessing Intervention and Study Acceptability Among Adolescents and Their Parents in a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; Center for AIDS Research, University of Washington; Emory University; National Institute of Allergy and Infectious Diseases; Andrew W. Mellon Foundation","keywords":"Psychological intervention; Randomized controlled trial; Focus group; Usability; Population; Condom; Intervention (counseling); Operationalization; Medicine; Psychology; Applied psychology; Family medicine; Human immunodeficiency virus (HIV); Nursing; Computer science; Environmental health","score_opus":0.03782213105888799,"score_gpt":0.42848042629231253,"score_spread":0.39065829523342455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945420460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9206025,0.00081781606,0.0002091287,0.0008579462,0.0008586473,0.07622608,0.00003889769,0.00011659925,0.00027236424],"genre_scores_gemma":[0.9556555,0.00079589634,0.00007750275,0.0010151161,0.00024413427,0.041905515,0.00003712638,0.000056458437,0.00021273734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9868212,0.006251747,0.0035262995,0.0013081757,0.00044691117,0.0016456632],"domain_scores_gemma":[0.9935563,0.0017410292,0.0015663274,0.0006889284,0.00017853256,0.0022688592],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012293629,0.0005725051,0.00317881,0.00059047353,0.00092869095,0.00007756363,0.00021744106,0.0003722896,0.00009618988],"category_scores_gemma":[0.00089008233,0.00044076695,0.000185411,0.000590609,0.00021962608,0.00036832356,0.00028318327,0.0013807121,0.000019914849],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.21498354,0.0016659378,0.7561494,0.0036130175,0.000029098195,0.0000012484684,0.015018502,0.0000016369552,0.000001292168,0.00006146149,0.000090286434,0.00838458],"study_design_scores_gemma":[0.43491676,0.0005330868,0.54857683,0.00059557945,0.000058528825,0.0000012219886,0.014194284,0.000654558,1.1274841e-7,0.00015999579,0.00011420446,0.00019480655],"about_ca_topic_score_codex":0.006319614,"about_ca_topic_score_gemma":0.008054656,"teacher_disagreement_score":0.21993324,"about_ca_system_score_codex":0.0005863185,"about_ca_system_score_gemma":0.0011593208,"threshold_uncertainty_score":0.99980444},"labels":[],"label_agreement":null},{"id":"W2945476588","doi":"10.2196/14124","title":"Technical Guidance for Clinicians Interested in Partnering With Engineers in Mobile Health Development and Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Heart, Lung, and Blood Institute","keywords":"mHealth; Context (archaeology); Bluetooth; Psychological intervention; Health care; Internet privacy; Intervention (counseling); Process (computing); Computer science; Telemedicine; Population; Medicine; Knowledge management; Nursing; Wireless; Telecommunications","score_opus":0.11548023510438851,"score_gpt":0.5091996758449064,"score_spread":0.3937194407405179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945476588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660191,0.0040383483,0.0006148064,0.003418255,0.00024918726,0.025149396,0.000026591439,0.00011175853,0.00037259143],"genre_scores_gemma":[0.9340434,0.001981555,0.0070773154,0.004316917,0.00010438225,0.05222116,0.00010101429,0.000054938795,0.00009933331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994724,0.0005548064,0.001985904,0.00084025034,0.00033638428,0.0015586938],"domain_scores_gemma":[0.9970996,0.00081775675,0.00063096744,0.00041366203,0.00015916766,0.0008788565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006044733,0.0003038774,0.0007975845,0.00045931328,0.0004996196,0.000010481283,0.00014220239,0.0003019715,0.000026971196],"category_scores_gemma":[0.000110418274,0.0002753789,0.000024212759,0.00058968016,0.00006152093,0.00014010763,0.00006497632,0.000981312,0.000019426876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001278912,0.00044098418,0.48436272,0.019859796,0.000007155016,0.0000016186722,0.009502722,0.00024533374,0.000013249272,0.005328414,0.0013224038,0.4776367],"study_design_scores_gemma":[0.010340425,0.0020129562,0.8464576,0.0026898282,0.000015279238,0.000009649295,0.0055056317,0.0076720887,0.0000031026166,0.00028375894,0.12454287,0.00046680836],"about_ca_topic_score_codex":0.00046113273,"about_ca_topic_score_gemma":0.011232618,"teacher_disagreement_score":0.47716987,"about_ca_system_score_codex":0.001176855,"about_ca_system_score_gemma":0.0052426737,"threshold_uncertainty_score":0.99996984},"labels":[],"label_agreement":null},{"id":"W2945556907","doi":"10.2196/13547","title":"Automatic Identification of Physical Activity Type and Duration by Wearable Activity Trackers: A Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Activity tracker; Wearable computer; Identification (biology); Physical activity; Duration (music); Computer science; Wearable technology; Medicine; Physical medicine and rehabilitation; Embedded system","score_opus":0.060071065770878763,"score_gpt":0.40818620503627195,"score_spread":0.34811513926539317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945556907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965514,0.000060914397,0.0000459159,0.0013390944,0.000065118795,0.0017849589,0.000015699123,0.00005241571,0.00008446245],"genre_scores_gemma":[0.9995452,0.00012343995,0.00002359462,0.000071942224,0.00007024876,0.000035827772,0.000015677913,0.000014243442,0.00009982464],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99855316,0.00020978294,0.00028190788,0.000365958,0.00031797407,0.0002712105],"domain_scores_gemma":[0.9988469,0.00015123637,0.00036950788,0.00024960245,0.00010382465,0.00027892386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051357003,0.0001465151,0.0005280658,0.00008502334,0.0001431471,0.000021672746,0.00003522053,0.00008025182,0.000013054208],"category_scores_gemma":[0.000056733385,0.00012993813,0.000028597642,0.00032190618,0.000053130207,0.000400338,0.000020309282,0.00029356263,0.000017056818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004678514,0.035922356,0.11938697,0.024046289,0.00015550795,0.0000031436264,0.016007302,0.000006452961,0.34048527,0.0007599937,0.00087404036,0.45767418],"study_design_scores_gemma":[0.002227164,0.0049145515,0.96356654,0.000118694785,0.00012778564,0.00000685301,0.00042710832,0.01996041,0.00825266,0.0002106257,0.000043709675,0.00014386856],"about_ca_topic_score_codex":0.00036090813,"about_ca_topic_score_gemma":0.000014608467,"teacher_disagreement_score":0.8441796,"about_ca_system_score_codex":0.000109373424,"about_ca_system_score_gemma":0.00031977124,"threshold_uncertainty_score":0.5298723},"labels":[],"label_agreement":null},{"id":"W2945647424","doi":"10.2196/12631","title":"Understanding the Use of Smartphone Apps for Health Information Among Pregnant Chinese Women: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fudan University; National Natural Science Foundation of China","keywords":"mHealth; Psychology; Smartphone application; Medicine; Internet privacy; Computer science; Applied psychology; Multimedia; Psychological intervention; Nursing","score_opus":0.19254326213085257,"score_gpt":0.5026380433102184,"score_spread":0.31009478117936584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945647424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92784995,0.0006598527,0.027319167,0.007148475,0.0016456019,0.034737468,0.00025937587,0.00019126643,0.0001888289],"genre_scores_gemma":[0.9605561,0.0017555191,0.004601787,0.010123367,0.00019372614,0.022158789,0.00014822408,0.000064541106,0.00039794738],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915309,0.002487297,0.0028534136,0.00059225917,0.0005029508,0.0020331666],"domain_scores_gemma":[0.9911739,0.00364344,0.0023772505,0.0010666904,0.00032462785,0.0014140612],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008654648,0.00042721492,0.0011801503,0.00042092928,0.0026077179,0.000037824946,0.00032512864,0.00029298582,0.00008066488],"category_scores_gemma":[0.00046291316,0.0002942268,0.00010153849,0.0009716869,0.00016139366,0.0006750901,0.0001699137,0.0010573968,0.00003801008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028124643,0.0014039079,0.5434877,0.04552305,0.00012949084,3.9310004e-7,0.13015647,0.00016406583,0.000011301912,0.026074264,0.039397508,0.21083935],"study_design_scores_gemma":[0.0077840458,0.0033903117,0.7949726,0.0006909525,0.00005450341,0.0000038104936,0.06411801,0.004570905,8.6599147e-7,0.0028189758,0.1211403,0.0004547245],"about_ca_topic_score_codex":0.0014774441,"about_ca_topic_score_gemma":0.00092572987,"teacher_disagreement_score":0.25148487,"about_ca_system_score_codex":0.0012715389,"about_ca_system_score_gemma":0.003218967,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W2945751578","doi":"10.2196/13494","title":"Behavior Change Content, Understandability, and Actionability of Chronic Condition Self-Management Apps Available in France: Systematic Search and Evaluation","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Computer science; Psychology; Medicine; Applied psychology","score_opus":0.3817522186319491,"score_gpt":0.546949126691399,"score_spread":0.16519690805944987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945751578","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064942483,0.91289026,0.000015206724,0.00025576487,0.00043376704,0.07916148,0.00033027155,0.00007739846,0.0003416312],"genre_scores_gemma":[0.005701008,0.89766055,0.00009197613,0.00026997898,0.00018282357,0.09542206,0.00035789562,0.00006079608,0.00025292105],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902549,0.0032928318,0.0031723767,0.0012567128,0.0007652917,0.0012579027],"domain_scores_gemma":[0.99494356,0.0012660418,0.0015935848,0.0009255966,0.0003882162,0.0008830166],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008414292,0.0005676982,0.0029943082,0.0006805783,0.0008318241,0.000019225921,0.00018953226,0.0008283187,0.0001818029],"category_scores_gemma":[0.00008998501,0.00049453654,0.000107600856,0.00067788747,0.00021190647,0.00023458502,0.00019737953,0.0015074491,0.000083688305],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023245624,0.00026332145,0.002857399,0.80774593,0.000024914008,5.9649886e-7,0.00055820285,1.1415643e-7,4.178372e-8,0.0013659637,0.00019176202,0.1869685],"study_design_scores_gemma":[0.011802164,0.0018853074,0.0734569,0.27887908,0.005731837,0.00006157789,0.005305148,0.0016684238,1.0376077e-7,0.00058879313,0.61910045,0.0015202295],"about_ca_topic_score_codex":0.0012963366,"about_ca_topic_score_gemma":0.0006184307,"teacher_disagreement_score":0.6189087,"about_ca_system_score_codex":0.002829529,"about_ca_system_score_gemma":0.0045096744,"threshold_uncertainty_score":0.9997506},"labels":[],"label_agreement":null},{"id":"W2945859630","doi":"10.2196/12900","title":"Attitudes, Beliefs, and Willingness Toward the Use of mHealth Tools for Medication Adherence in the Florida mHealth Adherence Project for People Living With HIV (FL-mAPP): Pilot Questionnaire Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Alcohol Abuse and Alcoholism; University of South Florida","keywords":"mHealth; Medication adherence; Human immunodeficiency virus (HIV); Medicine; Psychology; Gerontology; Family medicine; Psychological intervention; Nursing","score_opus":0.18755870661524454,"score_gpt":0.4613566813640856,"score_spread":0.27379797474884104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945859630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9191233,0.0023004087,0.0027873297,0.015048736,0.00066642213,0.059256464,0.00062491046,0.00014670668,0.000045715777],"genre_scores_gemma":[0.9348384,0.0039208424,0.0018905648,0.004914291,0.00048348238,0.0535189,0.00024119404,0.000080484504,0.000111852314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919386,0.0017914823,0.0023529571,0.0012508602,0.00075964304,0.0019064874],"domain_scores_gemma":[0.98676854,0.008751976,0.0018650293,0.0011950397,0.0006631806,0.0007562207],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0071189073,0.00055355375,0.0011999975,0.00027243426,0.0022532372,0.00008221901,0.0006384366,0.00030762248,0.000026301987],"category_scores_gemma":[0.001136418,0.0003528514,0.00006900441,0.0010481379,0.00020416435,0.0005791742,0.00013425677,0.0013465598,0.000012819751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021479293,0.0014520534,0.8428817,0.050319184,0.00003390797,6.4037465e-7,0.046847586,0.00003692225,0.0000039900283,0.008761206,0.008379792,0.0391351],"study_design_scores_gemma":[0.0049364823,0.007364356,0.9550568,0.0027317447,0.000106368694,0.000011531695,0.014462047,0.0012784566,4.102439e-7,0.000238866,0.013454572,0.00035835023],"about_ca_topic_score_codex":0.007654088,"about_ca_topic_score_gemma":0.015141699,"teacher_disagreement_score":0.11217512,"about_ca_system_score_codex":0.00040138522,"about_ca_system_score_gemma":0.007250545,"threshold_uncertainty_score":0.99989235},"labels":[],"label_agreement":null},{"id":"W2945980763","doi":"10.2196/13436","title":"Leveraging Positive Psychology to Support Smoking Cessation in Nondaily Smokers Using a Smartphone App: Feasibility and Acceptability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Smartphone app; mHealth; Psychology; Applied psychology; Clinical psychology; Medicine; Gerontology; Psychological intervention; Psychiatry; Computer science; Internet privacy","score_opus":0.11385133870080497,"score_gpt":0.4488230676728732,"score_spread":0.3349717289720683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945980763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959666,0.00006113764,0.00008391698,0.0007652335,0.00029415783,0.002561154,0.000010197388,0.000051366467,0.00020624662],"genre_scores_gemma":[0.99771476,0.00003094143,0.00019276388,0.0018827367,0.000061600964,0.000050108647,0.000032809832,0.000021544942,0.0000127066405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976196,0.00025494598,0.0005618986,0.00074594707,0.0003250164,0.0004925711],"domain_scores_gemma":[0.9989133,0.00007291924,0.00016784658,0.0003591216,0.00009316686,0.00039363644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017556269,0.00020325772,0.00049263815,0.00030982404,0.00016355852,0.00003140009,0.000054766555,0.00014352471,0.000097500764],"category_scores_gemma":[0.000045085653,0.00019898498,0.0000308894,0.00044462644,0.00005230496,0.0001752174,0.000052903768,0.00043073672,0.0000018990488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000648871,0.0005015185,0.96995115,0.0003543863,0.0000075953153,0.000007490392,0.0093755,0.000003433463,0.00010454448,0.000004699128,0.00001928603,0.019021528],"study_design_scores_gemma":[0.0042662877,0.0014944734,0.98991024,0.00006351727,0.000072972056,0.000039346338,0.0038265546,0.00008875507,0.00002008199,0.00003991161,0.000027490292,0.00015038707],"about_ca_topic_score_codex":0.0017444283,"about_ca_topic_score_gemma":0.00019757888,"teacher_disagreement_score":0.019959075,"about_ca_system_score_codex":0.00055651926,"about_ca_system_score_gemma":0.00033540363,"threshold_uncertainty_score":0.8114372},"labels":[],"label_agreement":null},{"id":"W2946066801","doi":"10.2196/12691","title":"Development of Comprehensive Personal Health Records Integrating Patient-Generated Health Data Directly From Samsung S-Health and Apple Health Apps: Retrospective Cross-Sectional Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Medical record; Health records; Documentation; World Wide Web; Medical emergency; Health care; Computer science","score_opus":0.28504559197564394,"score_gpt":0.4959901135000193,"score_spread":0.21094452152437537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946066801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95660883,0.015873913,0.00042407014,0.008167283,0.002406898,0.012895613,0.003185865,0.0003200827,0.00011745671],"genre_scores_gemma":[0.9478429,0.0034368425,0.015274475,0.023110095,0.0010227652,0.00093859306,0.007855776,0.00023214424,0.00028643984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97765714,0.006018908,0.0074926093,0.0030631,0.001994289,0.003773965],"domain_scores_gemma":[0.9855304,0.0015223578,0.0070822528,0.0014922374,0.00096407835,0.0034086674],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010121604,0.0010635683,0.003477823,0.0006420554,0.0053648837,0.000092097594,0.00073367526,0.00047143735,0.00019747122],"category_scores_gemma":[0.0002717736,0.0010249924,0.00011090351,0.0012967128,0.00023164343,0.0006673382,0.0007781417,0.003272757,0.000057084708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0006930002,0.0009094381,0.84305704,0.009366448,0.0001790333,0.0000013657608,0.092971556,0.0000044496956,0.000022686054,0.0005034801,0.008650805,0.04364069],"study_design_scores_gemma":[0.005265035,0.0055973437,0.8902234,0.001808532,0.000010920793,0.000018883373,0.06830142,0.0022435535,0.0000013561212,0.00008970701,0.025734704,0.0007051387],"about_ca_topic_score_codex":0.06246005,"about_ca_topic_score_gemma":0.033285987,"teacher_disagreement_score":0.047166362,"about_ca_system_score_codex":0.007141308,"about_ca_system_score_gemma":0.05286247,"threshold_uncertainty_score":0.99922},"labels":[],"label_agreement":null},{"id":"W2946150258","doi":"10.2196/13491","title":"How Resource Scarcity and Accessibility Affect Patients’ Usage of Mobile Health in China: Resource Competition Perspective","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tongji University; Natural Science Foundation of Hubei Province; Huazhong University of Science and Technology; Tongji Medical College, Huazhong University of Science and Technology; National Natural Science Foundation of China","keywords":"Competition (biology); China; Affect (linguistics); Resource (disambiguation); Scarcity; Perspective (graphical); Business; Resource scarcity; Mobile phone; Environmental economics; Computer science; Natural resource economics; Geography; Psychology; Economics; Telecommunications","score_opus":0.03531084254824159,"score_gpt":0.41725849408293497,"score_spread":0.3819476515346934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946150258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96759176,0.0034219755,0.000057396788,0.00970322,0.00020283854,0.01564797,0.00029718594,0.00012459722,0.002953066],"genre_scores_gemma":[0.9878373,0.0025334847,0.00030174444,0.004255871,0.00017516971,0.004270234,0.0002028406,0.000058182122,0.0003651779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924732,0.0023870124,0.0016711793,0.001255441,0.000494374,0.0017188151],"domain_scores_gemma":[0.9948644,0.00092819537,0.0015215762,0.0008959025,0.00026195098,0.0015279935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040252553,0.0004359676,0.0013503744,0.0005014295,0.0011640611,0.000026262735,0.00027485567,0.00041767993,0.00007743453],"category_scores_gemma":[0.00022443902,0.00040664303,0.00008043715,0.0008851167,0.00027261995,0.00030991665,0.00024210427,0.0016678079,0.000017847278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093585264,0.0008573631,0.8944142,0.017932715,0.000010012545,6.866782e-7,0.00951577,0.00000580333,0.000011348603,0.018438363,0.0029986345,0.05487929],"study_design_scores_gemma":[0.0039802445,0.0016513838,0.9424401,0.00062900636,0.00001357291,0.000002292781,0.0068154237,0.00017609319,0.0000023179432,0.0010762456,0.04295379,0.00025955593],"about_ca_topic_score_codex":0.003922213,"about_ca_topic_score_gemma":0.0014885775,"teacher_disagreement_score":0.054619733,"about_ca_system_score_codex":0.001198586,"about_ca_system_score_gemma":0.0019818489,"threshold_uncertainty_score":0.99983853},"labels":[],"label_agreement":null},{"id":"W2946205649","doi":"10.2196/13381","title":"Feedback on Physical Activity Through a Wearable Device Connected to a Mobile Phone App in Patients With Metabolic Syndrome: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pusan National University Hospital; Pusan National University","keywords":"Wearable computer; Mobile phone; mHealth; Wearable technology; Computer science; Mobile device; Phone; Physical activity; Human–computer interaction; Multimedia; Psychology; Medicine; Physical medicine and rehabilitation; Embedded system; World Wide Web; Psychological intervention; Telecommunications; Nursing","score_opus":0.0556975041834015,"score_gpt":0.420072279809108,"score_spread":0.3643747756257065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946205649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96009195,0.00020116847,0.000017401135,0.0013312335,0.00035837994,0.03634212,0.00011364596,0.00023970564,0.0013043719],"genre_scores_gemma":[0.95747375,0.00021818432,0.0002025226,0.006620205,0.00015878056,0.03468175,0.000043338856,0.000099644065,0.00050183956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933757,0.0011605932,0.0010167668,0.0014113829,0.00077034975,0.0022651644],"domain_scores_gemma":[0.9954442,0.00084272743,0.0006218911,0.0011227023,0.00028522665,0.0016832968],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011541614,0.0005748264,0.0014940178,0.00037885457,0.0011134354,0.000022019274,0.00031712977,0.0001900127,0.00019961948],"category_scores_gemma":[0.00006953863,0.00047168788,0.000042303243,0.0018106151,0.00006361358,0.00029865638,0.00015048236,0.0018089004,0.0013690639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020182412,0.030083781,0.8798977,0.007285685,0.000073662035,0.000010898028,0.013507492,0.00012495919,0.00002553323,0.0024224229,0.0037736061,0.042611856],"study_design_scores_gemma":[0.011822352,0.01764517,0.9537529,0.0004250073,0.000044844972,0.0000019423849,0.0017350538,0.0000879374,0.0000023217897,0.00008034569,0.013990879,0.00041129187],"about_ca_topic_score_codex":0.004654267,"about_ca_topic_score_gemma":0.0017133829,"teacher_disagreement_score":0.07385516,"about_ca_system_score_codex":0.00054964074,"about_ca_system_score_gemma":0.0019686646,"threshold_uncertainty_score":0.9997735},"labels":[],"label_agreement":null},{"id":"W2946336513","doi":"10.2196/13720","title":"An Experimental Investigation of Human Presence and Mobile Technologies on College Students’ Sun Protection Intentions: Between-Subjects Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mobile device; Applied psychology; Internet privacy; Medical education; Multimedia; Computer science; Medicine; World Wide Web","score_opus":0.07382316240934239,"score_gpt":0.41842320259246274,"score_spread":0.34460004018312035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946336513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99427694,0.0002189009,0.000008470038,0.0002536632,0.00008220636,0.004937073,0.000005376308,0.00016448868,0.000052903368],"genre_scores_gemma":[0.9991265,0.000035912544,0.00006757058,0.000084132625,0.000040285733,0.0005700621,0.000007034157,0.000013517323,0.000054973938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986196,0.00012682285,0.00033964746,0.00035532098,0.00035427616,0.00020433434],"domain_scores_gemma":[0.99931765,0.000030021543,0.0001858801,0.00024459566,0.00006334467,0.00015854025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004814826,0.00013002656,0.00028519213,0.00027471213,0.00023831145,0.000018545736,0.000066071065,0.0000908453,0.000008214385],"category_scores_gemma":[0.000027039827,0.00011233665,0.000017982082,0.00026329825,0.00010186085,0.00013160762,0.000044922785,0.00028611324,0.0000023321002],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028457041,0.0009087359,0.9622046,0.0010248765,0.000020940497,0.000002646586,0.0047515472,9.650364e-7,0.025652006,0.0002508808,0.000028538027,0.004869707],"study_design_scores_gemma":[0.0029443507,0.016108751,0.9278549,0.00035360368,0.0000309288,0.000015232682,0.03391687,0.00006737521,0.018406974,0.00014845261,0.000032234595,0.000120306744],"about_ca_topic_score_codex":0.00020314025,"about_ca_topic_score_gemma":0.000017214334,"teacher_disagreement_score":0.034349665,"about_ca_system_score_codex":0.000090959526,"about_ca_system_score_gemma":0.000092748895,"threshold_uncertainty_score":0.45809558},"labels":[],"label_agreement":null},{"id":"W2946506703","doi":"10.2196/12347","title":"A Mobile Phone–Based Intervention to Improve Mental Health Among Homeless Young Adults: Pilot Feasibility Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Drug Abuse; National Institute of Mental Health; Quality Enhancement Research Initiative; National Institutes of Health; Rush University; Washington University in St. Louis; Hedge Funds Care; U.S. Department of Veterans Affairs","keywords":"Mental health; Psychosocial; mHealth; Intervention (counseling); Mobile phone; Psychology; Phone; Brief intervention; Coping (psychology); Randomized controlled trial; Psychoeducation; Psychological intervention; Medicine; Clinical psychology; Psychiatry","score_opus":0.05684037007407261,"score_gpt":0.4499815089311696,"score_spread":0.393141138857097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946506703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97802603,0.00086408015,0.000110741705,0.00076162734,0.0038233723,0.0154446885,0.00032815262,0.00024920973,0.00039210278],"genre_scores_gemma":[0.9939685,0.0003771762,0.00015225135,0.0015014326,0.0007083304,0.0024624893,0.00021037692,0.000076105985,0.000543322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99340254,0.0015961822,0.0017126083,0.0010356031,0.0005796471,0.0016734005],"domain_scores_gemma":[0.99649185,0.0002097332,0.0009054013,0.00065903866,0.00021937047,0.0015145834],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030012417,0.00043176115,0.0014851941,0.00026551454,0.0014499053,0.000044881104,0.0002798838,0.00030729242,0.0003923077],"category_scores_gemma":[0.00007290067,0.00039577534,0.00016715407,0.0005131905,0.00009624039,0.00027331407,0.00016977175,0.0010304073,0.00023367368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10639605,0.0042342083,0.6299752,0.024993548,0.00005666444,0.0000037603984,0.1486105,0.0000047902004,0.00006500581,0.0011407398,0.0019230348,0.08259647],"study_design_scores_gemma":[0.14332381,0.025109062,0.66415185,0.0024693967,0.000039046954,4.2511303e-7,0.15964958,0.0007130964,0.000019595249,0.00020428632,0.0033504893,0.0009693528],"about_ca_topic_score_codex":0.024342626,"about_ca_topic_score_gemma":0.029226651,"teacher_disagreement_score":0.08162712,"about_ca_system_score_codex":0.001283506,"about_ca_system_score_gemma":0.0013946681,"threshold_uncertainty_score":0.9998501},"labels":[],"label_agreement":null},{"id":"W2946527912","doi":"10.2196/13964","title":"Utilization of Hospital Room Hospitality Features on Patient-Controlled Tablet Computers: Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; University of California, San Diego; National Institutes of Health","keywords":"Cohort; Hospitality; Medicine; Medical emergency; Internal medicine; History","score_opus":0.041897829192637834,"score_gpt":0.4179350382156101,"score_spread":0.3760372090229723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946527912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97093236,0.0009835395,0.000043296233,0.001514156,0.0035084563,0.019712346,0.00006144639,0.00016230861,0.0030820682],"genre_scores_gemma":[0.99543566,0.00034248387,0.00007460978,0.002085498,0.0003754931,0.0010346996,0.00007372205,0.00006327011,0.00051453843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9921674,0.002435835,0.002110636,0.0009046979,0.0008474676,0.0015339423],"domain_scores_gemma":[0.9952603,0.0010749247,0.0016703849,0.00087306934,0.0003992143,0.00072211935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031771786,0.00043246316,0.0016871656,0.00028805877,0.0007336835,0.000017504675,0.00025354736,0.00039312852,0.00011250689],"category_scores_gemma":[0.00020824981,0.00035307778,0.00010832722,0.00047864718,0.000048566344,0.00018403439,0.00010631805,0.0012434666,0.00010159166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013410171,0.0014071919,0.96772027,0.0037013376,0.000073975745,0.0000024170647,0.008511049,0.000010185298,0.000002191662,0.0016222897,0.0076251137,0.007982936],"study_design_scores_gemma":[0.010748219,0.011485938,0.9669134,0.00050762907,0.00006308081,0.0000014357244,0.0071765054,0.00044813665,0.0000025885874,0.00013140275,0.0022085318,0.00031315352],"about_ca_topic_score_codex":0.0033146322,"about_ca_topic_score_gemma":0.0004836736,"teacher_disagreement_score":0.024503302,"about_ca_system_score_codex":0.000721496,"about_ca_system_score_gemma":0.0018560194,"threshold_uncertainty_score":0.9998921},"labels":[],"label_agreement":null},{"id":"W2946812940","doi":"10.2196/13691","title":"End User–Informed Mobile Health Intervention Development for Adolescent Cannabis Use Disorder: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Cannabis; mHealth; Psychological intervention; Psychology; Focus group; Prosocial behavior; Coding (social sciences); Intervention (counseling); Clinical psychology; Medicine; Psychiatry","score_opus":0.09366736886251194,"score_gpt":0.4990689283445013,"score_spread":0.40540155948198936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946812940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802829,0.0012401149,0.000497228,0.0016039432,0.0019020387,0.013668003,0.00034669833,0.00015568877,0.00030340455],"genre_scores_gemma":[0.9825652,0.000045467612,0.00068352156,0.0017751012,0.00007090484,0.0069521507,0.000337033,0.00006828332,0.0075023053],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99508697,0.000595269,0.0018006067,0.0008279292,0.00038541752,0.0013038173],"domain_scores_gemma":[0.9973584,0.00025468072,0.00082441536,0.0005044478,0.00014793605,0.0009101541],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017964063,0.000394465,0.00070082076,0.00033761282,0.0004740564,0.00009799714,0.00022521123,0.00012995832,0.00023435282],"category_scores_gemma":[0.00004453531,0.00038210655,0.00016034365,0.00030814123,0.00007743706,0.00044247066,0.000112094436,0.00035930818,0.00024788294],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026161156,0.015459642,0.055043343,0.014771386,0.00021340011,0.0000039179467,0.26255715,0.0000037346042,4.0630056e-7,0.013136236,0.027955951,0.6082387],"study_design_scores_gemma":[0.010977159,0.026195265,0.47568205,0.001036998,0.000044837696,0.000019549287,0.21167141,0.000031044052,0.0000054251936,0.00038122467,0.27323163,0.0007234078],"about_ca_topic_score_codex":0.0038402826,"about_ca_topic_score_gemma":0.006103297,"teacher_disagreement_score":0.6075153,"about_ca_system_score_codex":0.0011190388,"about_ca_system_score_gemma":0.0008319005,"threshold_uncertainty_score":0.9998631},"labels":[],"label_agreement":null},{"id":"W2946980682","doi":"10.2196/12952","title":"“Seeing Pain Differently”: A Qualitative Investigation Into the Differences and Similarities of Pain and Rheumatology Specialists’ Interpretation of Multidimensional Mobile Health Pain Data From Children and Young People With Juvenile Idiopathic Arthritis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Manchester Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Rheumatology; Medicine; Juvenile; Arthritis; Physical therapy; Qualitative research; Interpretation (philosophy); Internal medicine","score_opus":0.025912335498566547,"score_gpt":0.328948620153013,"score_spread":0.3030362846544465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946980682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810924,0.01146234,0.0035041673,0.0018643169,0.000029659623,0.0018826941,0.00012122191,0.000039825372,0.0000033641645],"genre_scores_gemma":[0.98777616,0.00784647,0.0031127045,0.0007617962,0.000032112956,0.00010948572,0.00033960605,0.000016882212,0.0000048098173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950552,0.0031140766,0.00075920945,0.0004984971,0.0003022594,0.00027076132],"domain_scores_gemma":[0.99691015,0.0018002492,0.0006743864,0.0003291138,0.000071406736,0.0002146935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007863991,0.00020928378,0.0008450283,0.00017781097,0.0001703513,0.000019587123,0.00009456565,0.00009722631,0.0000048443926],"category_scores_gemma":[0.00058315677,0.00015429623,0.000016625954,0.00016216702,0.00034968907,0.00016096492,0.0001493453,0.00025766902,1.1185226e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002659414,0.000065070526,0.89593923,0.0030792786,0.000038229246,5.286326e-7,0.058837384,2.784784e-7,0.000026040705,0.00032686652,0.00021580291,0.04120537],"study_design_scores_gemma":[0.0013524926,0.0028472128,0.96071935,0.0016751766,0.000049367733,0.000011825044,0.018332304,0.013150641,0.0000042646825,0.0017051861,0.0000073443753,0.00014481015],"about_ca_topic_score_codex":0.011187779,"about_ca_topic_score_gemma":0.0051460396,"teacher_disagreement_score":0.06478017,"about_ca_system_score_codex":0.000052352625,"about_ca_system_score_gemma":0.0002785063,"threshold_uncertainty_score":0.9953968},"labels":[],"label_agreement":null},{"id":"W2947028146","doi":"10.2196/12649","title":"Passive Sensing of Health Outcomes Through Smartphones: Systematic Review of Current Solutions and Possible Limitations","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Programa Operacional Regional do Centro; European Commission","keywords":"Computer science; mHealth; Systematic review; Relevance (law); Digital health; Scopus; Variety (cybernetics); Digital library; Data science; Mobile device; World Wide Web; MEDLINE; Health care; Medicine; Psychological intervention; Artificial intelligence","score_opus":0.3721745596565019,"score_gpt":0.5484231133628046,"score_spread":0.17624855370630266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947028146","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010894682,0.9605335,0.00061499816,0.0029837883,0.001073877,0.03334337,0.001016852,0.00010760204,0.00031511876],"genre_scores_gemma":[0.000051931293,0.987218,0.0010621477,0.003536826,0.00014623835,0.007061034,0.00062694587,0.00013181914,0.00016504712],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98209524,0.00490612,0.009066811,0.0011411107,0.0007507279,0.0020400127],"domain_scores_gemma":[0.9797902,0.005316728,0.011251241,0.00163382,0.00077455776,0.0012334439],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049574496,0.00095787056,0.0101462,0.0006473448,0.0018491913,0.000012032355,0.00038424745,0.00066782,0.000028742714],"category_scores_gemma":[0.0012662321,0.000744381,0.0005411326,0.0013518494,0.00031551116,0.00019841647,0.00029146927,0.0020661193,0.00008065358],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058425107,0.00012435741,0.000046159803,0.75885427,0.00006048187,2.4381845e-7,0.000817483,4.8401322e-8,6.7805184e-9,0.008894198,0.0032093565,0.22798754],"study_design_scores_gemma":[0.0006187812,0.00024975115,0.0002815633,0.7236812,0.0017805592,0.000019430092,0.0006560911,0.00000919826,9.1190895e-9,0.00043118192,0.27190712,0.0003651297],"about_ca_topic_score_codex":0.0006986512,"about_ca_topic_score_gemma":0.00018951611,"teacher_disagreement_score":0.26869777,"about_ca_system_score_codex":0.0007422198,"about_ca_system_score_gemma":0.016295271,"threshold_uncertainty_score":0.99950075},"labels":[],"label_agreement":null},{"id":"W2947125547","doi":"10.2196/13153","title":"The Use of Wireless, Smartphone App–Assisted Home Blood Pressure Monitoring Among Hypertensive Patients in Singapore: Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Omron Healthcare","keywords":"Logbook; Randomized controlled trial; Medicine; Randomization; Physical therapy; Blood pressure; Smartphone app; mHealth; Computer science; Psychological intervention; Surgery; Nursing; Internal medicine; World Wide Web","score_opus":0.0544164840416983,"score_gpt":0.30869127878616237,"score_spread":0.25427479474446407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947125547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978531,0.010625218,6.63738e-7,0.0009892856,0.0009838756,0.008696559,0.0000125979295,0.00004709402,0.00011367964],"genre_scores_gemma":[0.9896233,0.008463881,0.00007283987,0.00065162004,0.00025877528,0.00045504223,0.000013771531,0.000033974506,0.00042681495],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964865,0.00062281423,0.0013306922,0.00042970132,0.00054520357,0.00058512285],"domain_scores_gemma":[0.9957939,0.002236095,0.00075135706,0.00042864247,0.00048496076,0.00030508658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011857619,0.00030884432,0.003282058,0.00017481299,0.00026825286,0.000035839348,0.00008893693,0.00016377664,0.0000059119293],"category_scores_gemma":[0.0004429964,0.00017839312,0.00021213375,0.00025420968,0.00026580365,0.00012409566,0.00007278777,0.0004873606,0.0000028099012],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87570417,0.0011232449,0.116927415,0.0009230434,0.0008872409,0.000010285878,0.00061112404,0.0000017468013,0.000074483076,0.000028486402,0.00099065,0.0027181143],"study_design_scores_gemma":[0.75202954,0.001397296,0.24242565,0.00033243682,0.002504678,0.000006291914,0.00014828429,0.00015110911,0.000021866883,0.00000958445,0.0008377779,0.00013546238],"about_ca_topic_score_codex":0.0008968111,"about_ca_topic_score_gemma":0.00006602225,"teacher_disagreement_score":0.12549824,"about_ca_system_score_codex":0.00001327903,"about_ca_system_score_gemma":0.00027614727,"threshold_uncertainty_score":0.72746605},"labels":[],"label_agreement":null},{"id":"W2947132928","doi":"10.2196/13885","title":"Suicide Prevention Mobile Apps: Descriptive Analysis of Apps from the Most Popular Virtual Stores","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mobile apps; Internet privacy; Android (operating system); Descriptive statistics; App store; World Wide Web; Computer science; Medicine; Nursing; Psychological intervention","score_opus":0.0680222781010767,"score_gpt":0.44042982051967466,"score_spread":0.37240754241859797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947132928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802868,0.005996148,0.0006945607,0.0016910431,0.000637097,0.009061645,0.00066965184,0.00013159733,0.0008314879],"genre_scores_gemma":[0.9793006,0.0066673937,0.00050147437,0.00416573,0.00039005678,0.006923624,0.00096203806,0.000055908804,0.0010331824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936952,0.0014227605,0.002021276,0.0008826311,0.00060708984,0.0013710598],"domain_scores_gemma":[0.99479,0.0011631335,0.0014658644,0.0011928679,0.00035097808,0.0010371611],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002297378,0.0003795723,0.001170302,0.00042026586,0.0014449205,0.00001545176,0.00042999128,0.00043565477,0.0007052679],"category_scores_gemma":[0.00014051588,0.00028861905,0.00019495859,0.0018542834,0.00017302479,0.00019109588,0.00015975253,0.0012017426,0.00019801152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088379206,0.0007076717,0.8333793,0.0024995971,0.000442435,0.0000013561391,0.017121136,0.0001971842,0.000099482524,0.029287612,0.014746993,0.1006334],"study_design_scores_gemma":[0.0033701244,0.0014063662,0.81835586,0.0006916439,0.0013732428,0.0000012317698,0.038154602,0.0035394088,0.00000795759,0.0016220651,0.13098133,0.00049619423],"about_ca_topic_score_codex":0.01638397,"about_ca_topic_score_gemma":0.005114471,"teacher_disagreement_score":0.11623433,"about_ca_system_score_codex":0.0004259353,"about_ca_system_score_gemma":0.0022534505,"threshold_uncertainty_score":0.9999566},"labels":[],"label_agreement":null},{"id":"W2947198725","doi":"10.2196/13950","title":"Perceptions of Health Care Providers Regarding a Mobile Health Intervention to Manage Chronic Obstructive Pulmonary Disease: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"mHealth; Pulmonary disease; COPD; Medicine; Health care; Intervention (counseling); Qualitative research; eHealth; Telemedicine; Chronic disease; Disease management; Perception; Physical therapy; Disease; Medical emergency; Family medicine; Nursing; Psychological intervention; Psychology; Psychiatry; Pathology","score_opus":0.04998939967677551,"score_gpt":0.4919998566993782,"score_spread":0.44201045702260267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947198725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9270051,0.012664113,0.0007452539,0.0066992543,0.0009394389,0.050045133,0.00061098475,0.00031722788,0.00097348716],"genre_scores_gemma":[0.95791996,0.0016161256,0.00065508875,0.0041020024,0.00030679346,0.03396283,0.00040412054,0.00011603034,0.00091706816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98680323,0.004962682,0.0034644855,0.0015779405,0.0008162239,0.0023754137],"domain_scores_gemma":[0.99221015,0.0006397922,0.0022616305,0.0012999942,0.0005312814,0.0030571814],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0047056135,0.0005995325,0.001676712,0.00085105083,0.0025817857,0.000023546354,0.000423563,0.00022818534,0.0002551583],"category_scores_gemma":[0.00012019663,0.0005908212,0.00021099696,0.0012668843,0.00015101253,0.00036805763,0.00031036776,0.0013749948,0.00026570534],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012895924,0.0017634734,0.07635001,0.07285178,0.00006714563,0.0000035548362,0.4585523,0.00008016534,0.0000133572685,0.006397502,0.0039930753,0.37863803],"study_design_scores_gemma":[0.0029758865,0.0052543557,0.33899912,0.0015018611,0.00005381212,0.0000034987695,0.61636007,0.00010662411,3.884188e-7,0.00036725873,0.033939473,0.00043766294],"about_ca_topic_score_codex":0.0072997105,"about_ca_topic_score_gemma":0.0021417935,"teacher_disagreement_score":0.37820038,"about_ca_system_score_codex":0.0036606956,"about_ca_system_score_gemma":0.0059345043,"threshold_uncertainty_score":0.9997009},"labels":[],"label_agreement":null},{"id":"W2947382798","doi":"10.2196/13245","title":"Evidence on the Use of Mobile Apps During the Treatment of Breast Cancer: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Medicine; Systematic review; Mobile apps; MEDLINE; Cancer; Internet privacy; Computer science; World Wide Web; Internal medicine; Biology","score_opus":0.33129274140749476,"score_gpt":0.5297601487727288,"score_spread":0.19846740736523405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947382798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026020958,0.9310221,0.000002060805,0.0025545196,0.00043731122,0.06435795,0.0012707743,0.000050985305,0.000044092652],"genre_scores_gemma":[0.00011578728,0.88680077,0.000015123011,0.0026567813,0.00029550187,0.109157495,0.0000482294,0.000089527275,0.0008208062],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.987812,0.004343458,0.0049810004,0.0008414155,0.0006851021,0.0013370119],"domain_scores_gemma":[0.979902,0.009927153,0.0063840817,0.0026572812,0.00038630227,0.00074318226],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026369777,0.0007767134,0.0057929163,0.0002397826,0.0014349801,0.000012080947,0.00067932147,0.0004979591,0.00020138823],"category_scores_gemma":[0.00027392324,0.0003610172,0.00054099126,0.0009934612,0.00022222349,0.0001019491,0.00010232947,0.0012608819,0.00014082498],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004965641,0.0001885934,0.000063992295,0.8720598,0.0000628389,4.2975384e-7,0.00038464327,6.942942e-7,3.024092e-8,0.0006490057,0.0025269396,0.124013364],"study_design_scores_gemma":[0.00022742765,0.0003515023,0.0002240772,0.5471441,0.0015540466,0.000014244018,0.00009920699,0.0000049563514,3.26985e-8,0.0000038283943,0.4502243,0.00015221766],"about_ca_topic_score_codex":0.0016576117,"about_ca_topic_score_gemma":0.00018467143,"teacher_disagreement_score":0.44769737,"about_ca_system_score_codex":0.0012109865,"about_ca_system_score_gemma":0.0066437786,"threshold_uncertainty_score":0.9998842},"labels":[],"label_agreement":null},{"id":"W2947474623","doi":"10.2196/13645","title":"Smartphone Apps to Support Self-Management of Hypertension: Review and Content Analysis","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King Saud University","keywords":"Self-management; Internet privacy; mHealth; App store; Smartphone app; Computer science; Medicine; Inclusion (mineral); Mobile apps; World Wide Web; Psychology; Nursing; Psychological intervention","score_opus":0.28759858418096185,"score_gpt":0.5046597206731742,"score_spread":0.21706113649221237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947474623","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008520118,0.96693677,0.00005628253,0.0027912692,0.0004907226,0.0273515,0.00052204396,0.00016696447,0.0015992696],"genre_scores_gemma":[0.00004707351,0.9627571,0.0014402018,0.015097804,0.00020967404,0.017862061,0.00069101184,0.00011363347,0.001781405],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898314,0.0012314602,0.0047225826,0.0016432302,0.00062309013,0.0019482218],"domain_scores_gemma":[0.9911436,0.0008066796,0.0027525376,0.0017721339,0.00044777588,0.0030773063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033736671,0.00090646977,0.007187507,0.0010206663,0.00094809674,0.00001147604,0.00045434787,0.0007587401,0.00030540733],"category_scores_gemma":[0.00005865482,0.00072439195,0.00047596233,0.0028182396,0.000091356844,0.00008373612,0.0004684447,0.0015472537,0.0005310439],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000224175,0.000117334035,0.00013441528,0.50873035,0.0003113581,0.0000035687676,0.000111092886,4.201622e-8,6.8647914e-9,0.0011154854,0.018398305,0.4710556],"study_design_scores_gemma":[0.00086615444,0.0004228789,0.0017732151,0.03239616,0.01597961,0.000021359625,0.00021502055,0.0000035978144,5.6165828e-9,0.000011674381,0.94786686,0.00044349345],"about_ca_topic_score_codex":0.00038045432,"about_ca_topic_score_gemma":0.00010717575,"teacher_disagreement_score":0.9294685,"about_ca_system_score_codex":0.00052376604,"about_ca_system_score_gemma":0.0034293397,"threshold_uncertainty_score":0.9995207},"labels":[],"label_agreement":null},{"id":"W2947558782","doi":"10.2196/13127","title":"Using the Unified Theory of Acceptance and Use of Technology (UTAUT) to Investigate the Intention to Use Physical Activity Apps: Cross-Sectional Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unified theory of acceptance and use of technology; Cross-sectional study; Psychology; Survey research; Computer science; Applied psychology; Internet privacy; Social influence; Social psychology; Mathematics; Statistics","score_opus":0.2365065764517568,"score_gpt":0.49834805685722466,"score_spread":0.26184148040546784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947558782","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881018,0.00011319118,0.0014160806,0.003203378,0.00034791726,0.0064831013,0.00024698934,0.000054831355,0.000032712556],"genre_scores_gemma":[0.9937927,0.00031207994,0.0007613297,0.0035816333,0.00008185153,0.0011790526,0.000016663313,0.000032375377,0.00024228713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958861,0.001443104,0.00090765295,0.0005813623,0.00032664643,0.00085517246],"domain_scores_gemma":[0.99443454,0.0027156181,0.0008087963,0.00082372635,0.0005232224,0.0006940902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032819086,0.0002402359,0.0005662806,0.00028627517,0.0011692054,0.000024377907,0.0002822722,0.00027780904,0.00002170439],"category_scores_gemma":[0.00091247255,0.00015887649,0.000050575465,0.0011641878,0.0004216133,0.00024067947,0.0002660667,0.0009865105,0.000018333965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009981596,0.00013570504,0.9548573,0.0015808664,0.000011890811,1.0362959e-7,0.0013527173,0.000044990884,0.00058747095,0.031429872,0.00021388533,0.008787028],"study_design_scores_gemma":[0.000564078,0.0002800663,0.9928659,0.00014950568,0.000014293316,0.000003321686,0.0004848296,0.0007057846,0.0000444873,0.0015383566,0.0032339366,0.00011544746],"about_ca_topic_score_codex":0.0032627594,"about_ca_topic_score_gemma":0.0010167205,"teacher_disagreement_score":0.03800858,"about_ca_system_score_codex":0.0001910533,"about_ca_system_score_gemma":0.0013933212,"threshold_uncertainty_score":0.8992701},"labels":[],"label_agreement":null},{"id":"W2947586494","doi":"10.2196/13817","title":"Patients’ Perceptions of mHealth Apps: Meta-Ethnographic Review of Qualitative Studies","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":332,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"mHealth; Personalization; Strengths and weaknesses; Health care; Empowerment; eHealth; Medicine; Qualitative research; MEDLINE; Internet privacy; Psychological intervention; Psychology; Medical education; Nursing; Computer science; World Wide Web; Social psychology; Sociology","score_opus":0.5420001385879846,"score_gpt":0.6388195646456878,"score_spread":0.09681942605770322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947586494","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011882528,0.96745145,0.000027602406,0.0012340619,0.00095030124,0.026492978,0.002701338,0.00013003398,0.00089342875],"genre_scores_gemma":[0.000067606125,0.96395415,0.0007841737,0.0045943037,0.00031737422,0.028283555,0.0013349134,0.00018747048,0.00047646672],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.975869,0.009353631,0.009696487,0.0016205339,0.0011822248,0.0022781137],"domain_scores_gemma":[0.97631484,0.0066981115,0.010840221,0.0020923233,0.002220264,0.00183422],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.010431771,0.0013536436,0.013047458,0.0013588384,0.0013874131,0.000005130901,0.0007584253,0.0012319227,0.00044429355],"category_scores_gemma":[0.001178942,0.0010036094,0.0015171025,0.0026184802,0.000751639,0.00019579339,0.00036387183,0.003271118,0.00021468638],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000322861,0.00030119886,0.00012325728,0.70779717,0.000558933,2.0674439e-7,0.0038444523,3.517935e-8,7.6923e-9,0.0033036077,0.018223105,0.26581573],"study_design_scores_gemma":[0.00094938476,0.00074689486,0.00031769136,0.15170777,0.010819478,0.0000029543419,0.0045549395,8.2873305e-7,1.0170687e-8,0.0003035173,0.83010244,0.00049406267],"about_ca_topic_score_codex":0.000559124,"about_ca_topic_score_gemma":0.00014649842,"teacher_disagreement_score":0.8118794,"about_ca_system_score_codex":0.00073260214,"about_ca_system_score_gemma":0.010814362,"threshold_uncertainty_score":0.99992144},"labels":[],"label_agreement":null},{"id":"W2947688462","doi":"10.2196/12542","title":"Development and Testing of a Mobile App for Pain Management Among Cancer Patients Discharged From Hospital Treatment: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fujian Provincial Health Commission; National Natural Science Foundation of China","keywords":"Medicine; Randomized controlled trial; Pain management; Cancer pain; Incidence (geometry); Physical therapy; Mobile phone; Mobile apps; Cancer; Surgery; Internal medicine","score_opus":0.020273863286990546,"score_gpt":0.3165974730699089,"score_spread":0.29632360978291833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947688462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720034,0.00092814653,0.000087407585,0.00016962532,0.00025489254,0.026244186,0.000024719946,0.000039702885,0.00024793352],"genre_scores_gemma":[0.9862292,0.0007734362,0.0037133254,0.00028085656,0.00012920605,0.007904946,0.00013066275,0.000024695899,0.000813716],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979894,0.00018352545,0.0008201993,0.00038821265,0.000228819,0.00038984552],"domain_scores_gemma":[0.99826217,0.0007438423,0.0004999366,0.00016027561,0.0000680421,0.00026573942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013585527,0.00023745532,0.0014720345,0.00013586,0.00012637784,0.000017171573,0.0000453279,0.00006864463,0.000020916557],"category_scores_gemma":[0.00011877434,0.00016111416,0.00011456758,0.000099275894,0.000055039054,0.0000549276,0.00003163017,0.000071206254,0.0000015170974],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7163536,0.0011867535,0.20508361,0.002886105,0.00056155125,0.0000016924508,0.0034376518,0.0000014893537,0.000005459952,0.00012249385,0.00022353268,0.07013606],"study_design_scores_gemma":[0.91191727,0.0020311773,0.081605226,0.000301403,0.00047801307,2.2164503e-8,0.00045280106,0.0016559886,0.000010857756,0.000046730365,0.0013507383,0.00014977301],"about_ca_topic_score_codex":0.0002762671,"about_ca_topic_score_gemma":0.000026609041,"teacher_disagreement_score":0.19556367,"about_ca_system_score_codex":0.00012650987,"about_ca_system_score_gemma":0.00015498832,"threshold_uncertainty_score":0.65700454},"labels":[],"label_agreement":null},{"id":"W2947786805","doi":"10.2196/12229","title":"A Framework for Competencies for the Use of Mobile Technologies in Psychiatry and Medicine: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Davis","keywords":"PsycINFO; mHealth; Scopus; Telemedicine; Inclusion (mineral); Medical education; MEDLINE; Health care; Inclusion and exclusion criteria; Mobile technology; Cochrane Library; Critical appraisal; Computer science; Psychology; Medicine; Mobile device; World Wide Web; Alternative medicine; Psychological intervention; Nursing","score_opus":0.16406059879690033,"score_gpt":0.5157027672683596,"score_spread":0.3516421684714593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947786805","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10907482,0.62038815,0.008443427,0.141679,0.002259464,0.1174014,0.00031062937,0.00033993353,0.00010314979],"genre_scores_gemma":[0.07815471,0.7272681,0.04855714,0.03276793,0.00041364157,0.112523325,0.00006993386,0.00008525369,0.00015993351],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965765,0.00021036628,0.0015905391,0.0004929606,0.00017980665,0.00094982784],"domain_scores_gemma":[0.9910462,0.0069550914,0.00088813854,0.0006219923,0.00020750028,0.0002810668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021847722,0.00022603829,0.0009328352,0.0001893405,0.0008887576,0.0000051886577,0.00020184582,0.00032036827,0.000029727926],"category_scores_gemma":[0.0008428349,0.00015227609,0.000050307663,0.00046194147,0.00023465313,0.000101544596,0.000079227924,0.0006926682,0.000004217904],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004393209,0.0001352024,0.084806345,0.56615484,0.000012851131,8.627027e-8,0.00137128,0.0000058523665,0.000004435828,0.2188248,0.018455787,0.1097892],"study_design_scores_gemma":[0.01015694,0.004886468,0.094477184,0.33941948,0.0003174533,0.000014016145,0.02073353,0.002332801,0.0000024904873,0.053419337,0.47335833,0.0008819896],"about_ca_topic_score_codex":0.00038669628,"about_ca_topic_score_gemma":0.0007264205,"teacher_disagreement_score":0.45490253,"about_ca_system_score_codex":0.00008390047,"about_ca_system_score_gemma":0.0017924521,"threshold_uncertainty_score":0.68356943},"labels":[],"label_agreement":null},{"id":"W2948290265","doi":"10.2196/14273","title":"Efficacy of the Mindfulness Meditation Mobile App “Calm” to Reduce Stress Among College Students: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":498,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mindfulness; Meditation; Mindfulness meditation; Mobile apps; Psychology; mHealth; Stress management; Clinical psychology; Medicine; Physical therapy; Psychotherapist; Computer science; Psychological intervention; Psychiatry; World Wide Web; Internal medicine","score_opus":0.02691064913567624,"score_gpt":0.4047376054007304,"score_spread":0.37782695626505414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948290265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767485,0.00018257118,0.0005102233,0.0008056325,0.0045612766,0.015600225,0.00009505893,0.00003171834,0.0014647476],"genre_scores_gemma":[0.96819013,0.0000020510647,0.000009568174,0.00023924153,0.00027178504,0.026340783,0.000012073709,0.000021842881,0.0049125287],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9955931,0.0015635034,0.0013850601,0.00045462375,0.0005561229,0.00044764005],"domain_scores_gemma":[0.9968558,0.0012153657,0.0008493531,0.0005633577,0.00015310952,0.00036302567],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020728018,0.00022911963,0.0014363972,0.0001972914,0.00023925009,0.000028988776,0.00042175478,0.00016742923,0.0023743992],"category_scores_gemma":[0.00018212297,0.000142336,0.0003849982,0.00037502754,0.00014266855,0.000059644393,0.0000931454,0.00029936896,0.000060569873],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.952998,0.0018481907,0.001013259,0.00032228345,0.0001719243,0.0000012670173,0.002372243,0.000019623309,0.0000015844189,0.025454283,0.010647811,0.005149532],"study_design_scores_gemma":[0.9688798,0.00085849856,0.025134506,0.00026992807,0.00017313662,0.0000022502973,0.0031064157,0.00006795465,0.000074104406,0.00058039726,0.0006905022,0.00016249102],"about_ca_topic_score_codex":0.00029220973,"about_ca_topic_score_gemma":0.00006659827,"teacher_disagreement_score":0.024873886,"about_ca_system_score_codex":0.000060206225,"about_ca_system_score_gemma":0.00020666074,"threshold_uncertainty_score":0.99853754},"labels":[],"label_agreement":null},{"id":"W2948991080","doi":"10.2196/13938","title":"Accuracy of 12 Wearable Devices for Estimating Physical Activity Energy Expenditure Using a Metabolic Chamber and the Doubly Labeled Water Method: Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Agency for Medical Research and Development","keywords":"Energy expenditure; Wearable computer; Doubly labeled water; Physical activity; Computer science; Statistics; Medicine; Mathematics; Physical medicine and rehabilitation; Embedded system","score_opus":0.09959433313640793,"score_gpt":0.4452208126659504,"score_spread":0.3456264795295425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948991080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935342,0.000285938,0.001879111,0.0019484515,0.000103835635,0.0021511388,0.000011590006,0.00002724695,0.0000585059],"genre_scores_gemma":[0.99523056,0.0000964638,0.0035204762,0.000543351,0.00038620157,0.00014072158,0.000010440126,0.000023521783,0.00004824729],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99810356,0.00042410154,0.0003105207,0.00039447716,0.00027977768,0.00048755627],"domain_scores_gemma":[0.9981959,0.0008526241,0.00033785848,0.00026870833,0.000080425205,0.00026452387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011424194,0.00020749065,0.0009780466,0.000077791265,0.00033326424,0.000028397959,0.000053032116,0.000082135404,0.000007921464],"category_scores_gemma":[0.00005305725,0.00011666254,0.00007492112,0.00011398467,0.00007123572,0.00030574456,0.00006245398,0.00029778777,0.0000012534338],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0470083,0.025601085,0.035715226,0.048851836,0.0012564283,0.000011167303,0.115148716,0.0010167963,0.06936882,0.025285963,0.00026776793,0.6304679],"study_design_scores_gemma":[0.067041695,0.009249801,0.17572832,0.0011585975,0.0026816896,0.00015548362,0.0054518324,0.69072676,0.036439933,0.006852292,0.003300983,0.0012125967],"about_ca_topic_score_codex":0.0024238764,"about_ca_topic_score_gemma":0.00008196154,"teacher_disagreement_score":0.68970996,"about_ca_system_score_codex":0.00004307211,"about_ca_system_score_gemma":0.0002595399,"threshold_uncertainty_score":0.47573602},"labels":[],"label_agreement":null},{"id":"W2949035497","doi":"10.2196/12882","title":"A Mobile Phone App Designed to Support Weight Loss Maintenance and Well-Being (MotiMate): Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mood; Weight loss; Randomized controlled trial; mHealth; Weight management; Mobile phone; Medicine; Self-monitoring; Intervention (counseling); Physical therapy; Psychology; Multimedia; Psychological intervention; Computer science; Clinical psychology; Obesity; Psychiatry; Social psychology","score_opus":0.02092411872734482,"score_gpt":0.3927625072780598,"score_spread":0.37183838855071494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949035497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86769915,0.0018163165,0.0015940452,0.0070221648,0.0025892493,0.10088332,0.0000516042,0.00049091823,0.01785321],"genre_scores_gemma":[0.8554538,0.011595091,0.0021583633,0.022545414,0.0010244896,0.09708149,0.00009528776,0.0001325267,0.009913528],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9893308,0.0023175813,0.0034975114,0.0013766362,0.0006298672,0.0028475947],"domain_scores_gemma":[0.9906807,0.0031081217,0.0014600783,0.0009406357,0.00035826478,0.003452198],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008749385,0.00068655575,0.0037980822,0.0005126848,0.0018476669,0.000039382612,0.0003291759,0.0005934466,0.0011583029],"category_scores_gemma":[0.0004340936,0.0005342,0.00024484936,0.0006442354,0.00023381978,0.0002137604,0.00020092438,0.0013389243,0.0015643607],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92991847,0.00038487915,0.002706555,0.0063569387,0.00005660596,0.000008250908,0.0054443004,0.0000044179383,0.000025343306,0.019091543,0.024424845,0.01157787],"study_design_scores_gemma":[0.8835958,0.0018620824,0.0009425622,0.00037675202,0.00014860653,0.00001960387,0.00072104094,0.00054717105,0.0000036357708,0.0016648112,0.10964389,0.00047402733],"about_ca_topic_score_codex":0.0005079621,"about_ca_topic_score_gemma":0.000099333556,"teacher_disagreement_score":0.08521905,"about_ca_system_score_codex":0.0004211915,"about_ca_system_score_gemma":0.003048853,"threshold_uncertainty_score":0.9997548},"labels":[],"label_agreement":null},{"id":"W29490897","doi":"10.2196/mhealth.8876","title":"Peran Pengawas Ketenagakerjaan Dalam Mengawasi Pelaksanaan Jaminan Sosial Tenaga Kerja (Jamsostek)","year":2011,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gender and Women's Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.10147654574902401,"score_gpt":0.37000733985685924,"score_spread":0.2685307941078352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W29490897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84270626,0.00091238605,0.000033926204,0.0042746873,0.0011956689,0.0013857917,0.000024682298,0.00031781752,0.14914878],"genre_scores_gemma":[0.9918637,0.001815391,0.00046513195,0.0010720479,0.00092011655,0.00008242992,0.000023844541,0.000047573492,0.0037097228],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9951719,0.0008051658,0.00068305596,0.0008117659,0.0007397355,0.0017883899],"domain_scores_gemma":[0.996771,0.00012696734,0.0002811918,0.0004726057,0.00015040096,0.0021978333],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019641626,0.00039913916,0.00056967256,0.00024262347,0.0030397812,0.00010886524,0.00047543086,0.00034263745,0.0005834663],"category_scores_gemma":[0.00007967354,0.00033008354,0.00011317857,0.000480633,0.00057203637,0.0003873822,0.000092245646,0.00066498667,0.0001268784],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060605654,0.0011895648,0.0890581,0.0013912129,0.00009017297,0.00012772539,0.64267814,7.259049e-7,0.000049116625,0.18852961,0.009831801,0.06644775],"study_design_scores_gemma":[0.0039887982,0.0021842802,0.6319034,0.00015380049,0.0001884365,0.000059507747,0.08476834,0.00006288458,0.00006584073,0.014259795,0.26079047,0.0015744609],"about_ca_topic_score_codex":0.004161657,"about_ca_topic_score_gemma":0.006258564,"teacher_disagreement_score":0.55790985,"about_ca_system_score_codex":0.00025579607,"about_ca_system_score_gemma":0.0015545631,"threshold_uncertainty_score":0.9999151},"labels":[],"label_agreement":null},{"id":"W2949132496","doi":"10.2196/13772","title":"Factors Determining Patients’ Choice Between Mobile Health and Telemedicine: Predictive Analytics Assessment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; mHealth; Telecare; Medicine; Health care; Medical emergency; Family medicine; Nursing; Psychological intervention","score_opus":0.07059595462664307,"score_gpt":0.4343094481650075,"score_spread":0.3637134935383644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949132496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924148,0.00066660566,0.00016998238,0.0019050083,0.00026927053,0.004068704,0.000103335595,0.00011656989,0.00028575285],"genre_scores_gemma":[0.99098116,0.0009474152,0.0006105316,0.005940659,0.0004448434,0.00016291751,0.00076835556,0.000048645572,0.00009548673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640477,0.00016411323,0.0011252388,0.000667579,0.0006565368,0.0009817684],"domain_scores_gemma":[0.9964405,0.00044439494,0.00063334964,0.0003468777,0.00016308975,0.001971834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007304174,0.00036925668,0.0010297264,0.0003773434,0.00034751193,0.000023661014,0.0000768643,0.00014411037,0.00007482343],"category_scores_gemma":[0.00008661033,0.00029270642,0.000051497373,0.00037943854,0.00010222568,0.00018900674,0.00006972592,0.00062714703,0.0000051484117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061944906,0.00011891397,0.9157153,0.0027071747,0.00003495779,0.0000011227105,0.0018631902,4.7006682e-7,0.0000016949967,0.00003492994,0.001294337,0.078165986],"study_design_scores_gemma":[0.004953723,0.014204048,0.9640482,0.0002440396,0.00012732798,0.0000069198536,0.003489147,0.0003112093,0.0000034797586,0.000021440303,0.01240445,0.00018600996],"about_ca_topic_score_codex":0.00045439322,"about_ca_topic_score_gemma":0.000044705786,"teacher_disagreement_score":0.077979974,"about_ca_system_score_codex":0.00041562572,"about_ca_system_score_gemma":0.0013465089,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W2949452298","doi":"10.2196/13261","title":"Nutrition-Related Mobile Apps in the China App Store: Assessment of Functionality and Quality","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; App store; Android (operating system); mHealth; Medicine; World Wide Web; Computer science; Psychological intervention; Nursing","score_opus":0.07315410390029826,"score_gpt":0.48968763001307697,"score_spread":0.4165335261127787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949452298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97185755,0.0033531282,0.00007107811,0.0067342445,0.00043179578,0.011295089,0.0001639088,0.00007915503,0.006014067],"genre_scores_gemma":[0.9784045,0.006229315,0.00036376822,0.0036440217,0.00017179898,0.010685291,0.00017491083,0.000024829451,0.00030153268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99403447,0.0019083051,0.00193298,0.0006394432,0.0005097183,0.00097508676],"domain_scores_gemma":[0.9963065,0.0013137059,0.0009190976,0.0006917407,0.000150585,0.0006184189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058920635,0.00026173476,0.0007306573,0.00021241767,0.00091617525,0.000009608462,0.00021088982,0.00035911897,0.00029749057],"category_scores_gemma":[0.00006422277,0.00020055653,0.00005859272,0.0006604674,0.00017726076,0.00013833815,0.00007997581,0.00147046,0.0000387009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029683186,0.0011947416,0.7501468,0.025049407,0.000014676544,7.4349964e-7,0.0052979114,0.000010732815,0.000030306388,0.18778065,0.004476194,0.025700985],"study_design_scores_gemma":[0.0029338633,0.0003780213,0.92639035,0.00024624335,0.000016679587,0.0000042629026,0.003351578,0.00021621773,3.1585168e-7,0.0024847672,0.06383183,0.00014587752],"about_ca_topic_score_codex":0.002841758,"about_ca_topic_score_gemma":0.0006331102,"teacher_disagreement_score":0.18529588,"about_ca_system_score_codex":0.00028771398,"about_ca_system_score_gemma":0.0016965413,"threshold_uncertainty_score":0.8178458},"labels":[],"label_agreement":null},{"id":"W2949497754","doi":"10.2196/11966","title":"Deep Learning Intervention for Health Care Challenges: Some Biomedical Domain Considerations","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Machine Learning in Healthcare","field":"Computer Science","cited_by":187,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Big data; Computer science; mHealth; Data science; Health care; Deep learning; Artificial intelligence; Domain (mathematical analysis); Categorization; Data mining","score_opus":0.04569724367189119,"score_gpt":0.3935224048884328,"score_spread":0.3478251612165416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949497754","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30380192,0.098848626,0.23617171,0.3450775,0.004559548,0.008787782,0.000050156774,0.0018495702,0.00085315376],"genre_scores_gemma":[0.95515984,0.0018695556,0.03609877,0.006006587,0.00038339538,0.00027796693,0.000086495835,0.00003866731,0.00007874833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962566,0.0007168003,0.0008041533,0.00085954333,0.00039442047,0.00096850994],"domain_scores_gemma":[0.99752295,0.00049855193,0.00046456407,0.000524914,0.00015443261,0.000834586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015391867,0.00025770708,0.0005096132,0.00030830665,0.00081862387,0.000111759065,0.0003032497,0.00018558803,0.000028076227],"category_scores_gemma":[0.00014678563,0.000251527,0.00010665187,0.0002129963,0.000064441476,0.00038563999,0.00015794429,0.0007175223,0.000043802775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085979074,0.00023337765,0.0034390332,0.017431054,0.000024495328,0.0000062300523,0.05313388,0.00011884038,0.000005151601,0.49100944,0.0014300413,0.43308246],"study_design_scores_gemma":[0.021189155,0.030845715,0.1729642,0.0026095542,0.000058457365,0.0005605409,0.03753103,0.21885978,0.000011008936,0.088484526,0.42393488,0.002951156],"about_ca_topic_score_codex":0.00027360546,"about_ca_topic_score_gemma":0.00023929914,"teacher_disagreement_score":0.6513579,"about_ca_system_score_codex":0.00034599708,"about_ca_system_score_gemma":0.00077895436,"threshold_uncertainty_score":0.9999937},"labels":[],"label_agreement":null},{"id":"W2949508445","doi":"10.2196/12604","title":"Mobile Apps for the Care Management of Chronic Kidney and End-Stage Renal Diseases: Systematic Search in App Stores and Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Inter-rater reliability; Medicine; Rating scale; Mobile apps; Kidney disease; Physical therapy; Computer science; Psychology; Psychometrics; Internal medicine; World Wide Web; Clinical psychology","score_opus":0.057668143652931415,"score_gpt":0.4657965762560994,"score_spread":0.40812843260316795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949508445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8421689,0.08564762,0.00024315639,0.0018322126,0.00043107275,0.06832129,0.0006584021,0.00007404989,0.00062328903],"genre_scores_gemma":[0.93667483,0.020187419,0.00022756286,0.0010106383,0.00012108373,0.041171957,0.00017145608,0.00003574845,0.0003992951],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.995923,0.0008126916,0.0012245888,0.0005978313,0.00048443038,0.000957474],"domain_scores_gemma":[0.99671507,0.0010219774,0.0005245046,0.0005927366,0.00022824532,0.0009174438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032432496,0.00023951629,0.0006535054,0.00022002283,0.0009207382,0.000013936048,0.00016748524,0.00017977861,0.00007939615],"category_scores_gemma":[0.000054332046,0.00017671748,0.000040100353,0.0003116713,0.00012519397,0.000098467215,0.0001255304,0.0004774829,0.000011514286],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050912757,0.00016830735,0.03686479,0.8392442,0.00003827682,7.574722e-7,0.010267712,0.00006432173,0.0000069713738,0.018736854,0.0015389604,0.0925597],"study_design_scores_gemma":[0.030991206,0.004946781,0.6126653,0.03339553,0.0012611193,0.000012410531,0.1314606,0.08338905,0.0000064794713,0.001658172,0.099105544,0.0011078061],"about_ca_topic_score_codex":0.0006527535,"about_ca_topic_score_gemma":0.0003813741,"teacher_disagreement_score":0.80584866,"about_ca_system_score_codex":0.00057984266,"about_ca_system_score_gemma":0.0024104288,"threshold_uncertainty_score":0.720633},"labels":[],"label_agreement":null},{"id":"W2949650099","doi":"10.2196/12586","title":"A Vendor-Independent Mobile Health Monitoring Platform for Digital Health Studies: Development and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Hasselt; Limburg Sterk Merk","keywords":"Usability; Vendor; mHealth; Digital health; Computer science; Mobile phone; World Wide Web; Human–computer interaction; Health care; Medicine; Business; Telecommunications; Psychological intervention; Nursing","score_opus":0.1390157854041736,"score_gpt":0.49823725399946284,"score_spread":0.35922146859528925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949650099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93580747,0.01467676,0.00016527862,0.003167116,0.0014568883,0.04401655,0.00020552371,0.00033355618,0.0001708458],"genre_scores_gemma":[0.93802625,0.005501307,0.001850658,0.0040327813,0.0005981071,0.04917389,0.00011656301,0.00011170029,0.0005887674],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99045354,0.0005600735,0.0033904556,0.0017241606,0.00074714754,0.0031246177],"domain_scores_gemma":[0.99198395,0.0017133701,0.0017304632,0.0009900073,0.00039217304,0.0031900397],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0061954306,0.0006856094,0.0019123353,0.00037605572,0.004433799,0.000059406717,0.00031686568,0.00030177564,0.00003168888],"category_scores_gemma":[0.0002118522,0.0006236008,0.00009495898,0.00051594345,0.00013774089,0.00043875602,0.0003415431,0.0013643228,0.00011368226],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006878066,0.0011960791,0.39997214,0.03185389,0.00008283599,0.0000013313241,0.040938236,0.000005384647,0.0000012496191,0.0016786723,0.0025994908,0.52098286],"study_design_scores_gemma":[0.013743004,0.011147671,0.43406108,0.001639829,0.00005015433,0.000023782046,0.15845108,0.00016818492,0.000003800647,0.001078854,0.37858608,0.001046477],"about_ca_topic_score_codex":0.0006765179,"about_ca_topic_score_gemma":0.0006501231,"teacher_disagreement_score":0.5199364,"about_ca_system_score_codex":0.002478944,"about_ca_system_score_gemma":0.008654866,"threshold_uncertainty_score":0.9996215},"labels":[],"label_agreement":null},{"id":"W2950048856","doi":"10.2196/12042","title":"Use of Technology-Based Tools to Support Adolescents and Young Adults With Chronic Disease: Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deakin University","keywords":"Meta-analysis; Medicine; Systematic review; Chronic disease; MEDLINE; Psychology; Intensive care medicine; Internal medicine","score_opus":0.26610399970585674,"score_gpt":0.4934967062729395,"score_spread":0.22739270656708277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950048856","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012339314,0.970615,0.000033036053,0.0019832277,0.00009967302,0.025022397,0.0020164703,0.00010027412,0.0000065002882],"genre_scores_gemma":[0.001618351,0.99049175,0.00022011083,0.0036921662,0.000100414014,0.0028667154,0.0005071168,0.000109886874,0.00039350946],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9914848,0.0017462161,0.003355359,0.0013733018,0.0006474322,0.0013928756],"domain_scores_gemma":[0.99252546,0.00056114903,0.0030665994,0.0014901714,0.00041809544,0.0019385023],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018302307,0.0009899558,0.0116821425,0.00137706,0.00056501385,0.000031667532,0.00033190395,0.00078557,0.00008174682],"category_scores_gemma":[0.00033713703,0.0006327392,0.0006532698,0.002291204,0.00013747363,0.00018478256,0.00022681907,0.0016251996,0.000045036744],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007553432,0.000059104183,0.0035765201,0.9829688,0.0030403999,0.0000082955785,0.00012478896,1.3048408e-7,8.6208923e-10,0.000040678082,0.0007697527,0.009336009],"study_design_scores_gemma":[0.00069615396,0.0007163648,0.0015901433,0.33831772,0.5941555,0.000011308062,0.000088336405,0.00001044221,2.3380626e-9,0.0000020922485,0.06373719,0.00067475805],"about_ca_topic_score_codex":0.00024265812,"about_ca_topic_score_gemma":0.00053934526,"teacher_disagreement_score":0.64465106,"about_ca_system_score_codex":0.00042408353,"about_ca_system_score_gemma":0.0058996673,"threshold_uncertainty_score":0.99973595},"labels":[],"label_agreement":null},{"id":"W2950061073","doi":"10.2196/14250","title":"Assessing Mobile Phone Digital Literacy and Engagement in User-Centered Design in a Diverse, Safety-Net Population: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Agency for Healthcare Research and Quality","keywords":"Mobile phone; Computer science; Population; Literacy; User-centered design; Phone; Internet privacy; Multimedia; Psychology; Human–computer interaction; Medicine; Environmental health; Telecommunications","score_opus":0.13411621795938802,"score_gpt":0.5287550973420798,"score_spread":0.3946388793826918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950061073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777661,0.001340784,0.0014636841,0.001055283,0.0007069614,0.017031567,0.00005369929,0.000117323216,0.00046462708],"genre_scores_gemma":[0.98102003,0.0016574344,0.007856531,0.0017137456,0.0001596781,0.0071321917,0.00015074649,0.00005874289,0.00025087647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99038243,0.0043200115,0.0022456967,0.0010661146,0.00037647405,0.0016092763],"domain_scores_gemma":[0.99533,0.0021559456,0.00073723856,0.00060104334,0.00010321604,0.0010725901],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006839059,0.00041767076,0.0010050305,0.00067701226,0.0010433418,0.000102762024,0.00020597347,0.00030401937,0.00015677522],"category_scores_gemma":[0.00016470726,0.00040372653,0.00004046033,0.00096864003,0.00005090284,0.00093208946,0.000274621,0.0015451699,0.00007275659],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005670208,0.0008689851,0.7255261,0.0025671073,0.000009192399,0.000006842486,0.009817785,0.000035956495,0.000005378611,0.00053497875,0.0004239937,0.25963667],"study_design_scores_gemma":[0.0068884403,0.00062929833,0.9562315,0.00044625168,0.000022667182,0.00000442194,0.015833834,0.0014419472,4.7885334e-7,0.0003560699,0.017842755,0.00030234424],"about_ca_topic_score_codex":0.0023080783,"about_ca_topic_score_gemma":0.00074436975,"teacher_disagreement_score":0.25933433,"about_ca_system_score_codex":0.00078445795,"about_ca_system_score_gemma":0.001109969,"threshold_uncertainty_score":0.99984145},"labels":[],"label_agreement":null},{"id":"W2950103079","doi":"10.2196/11229","title":"Home Videos as a Cost-Effective Tool for the Diagnosis of Paroxysmal Events in Infants: Prospective Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Mobile phone; Medicine; Phone; Medical emergency; Population; Medical record; Pediatrics; Computer science; Surgery","score_opus":0.05174735348753781,"score_gpt":0.46628910944639496,"score_spread":0.4145417559588571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950103079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88478667,0.0012172951,0.000068494075,0.003235559,0.00072604656,0.10939843,0.00017994078,0.00007017136,0.00031740838],"genre_scores_gemma":[0.7646598,0.0015960394,0.00007791815,0.0030309737,0.00022564991,0.23013511,0.000023700472,0.000045623445,0.000205136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942451,0.001071739,0.0017910054,0.0008606444,0.0004480002,0.0015835268],"domain_scores_gemma":[0.99162966,0.0055379993,0.0009971322,0.00082548487,0.00036102973,0.0006486718],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038478775,0.00036950258,0.0009955406,0.00031222228,0.0011151711,0.0000065752165,0.00034035856,0.00030967285,0.0001455229],"category_scores_gemma":[0.00049851974,0.00027454866,0.000096181626,0.0008819857,0.000092399656,0.0001846782,0.0001476173,0.0011630607,0.00012686395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017982716,0.0008766436,0.940904,0.0040403237,0.000025737776,5.577963e-7,0.006448007,0.0000068279837,0.0000013256642,0.003776112,0.0008703682,0.04125179],"study_design_scores_gemma":[0.008385188,0.0023234026,0.96291775,0.0003303922,0.0000628877,0.000002120373,0.005838406,0.0001864343,0.00000258954,0.0016649973,0.018068692,0.00021711743],"about_ca_topic_score_codex":0.0030725377,"about_ca_topic_score_gemma":0.0022458853,"teacher_disagreement_score":0.12073667,"about_ca_system_score_codex":0.00061207183,"about_ca_system_score_gemma":0.0022653146,"threshold_uncertainty_score":0.9999707},"labels":[],"label_agreement":null},{"id":"W2950348617","doi":"10.2196/13741","title":"Exploring the Patterns of Use and Acceptability of Mobile Phones Among People Living With HIV to Improve Care and Treatment: Cross-Sectional Study in Three Francophone West African Countries","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mobile phone; Medicine; Descriptive statistics; Psychological intervention; Health care; Telemedicine; Family medicine; Demography; Environmental health; Nursing; Sociology; Economic growth","score_opus":0.06308693066392446,"score_gpt":0.3895285769564647,"score_spread":0.32644164629254024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950348617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98656803,0.000578662,0.000018241128,0.00018593855,0.00027298715,0.011929195,0.00037065079,0.000035718127,0.000040552964],"genre_scores_gemma":[0.98437524,0.0019337336,0.0000937259,0.00016978357,0.00011343698,0.013236387,0.000015166248,0.00003527851,0.000027278322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996527,0.00038786037,0.0012522975,0.0006973269,0.0003263528,0.0008091512],"domain_scores_gemma":[0.99630845,0.0016796191,0.00049580523,0.0006014615,0.00028671813,0.0006279361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011152155,0.00029279338,0.0007738563,0.00022132273,0.00083665806,0.000025277237,0.00013129394,0.0001245357,0.00008494306],"category_scores_gemma":[0.000069966285,0.00020502936,0.00003107629,0.00048042656,0.00015351536,0.00034879887,0.00013824587,0.00040322117,0.000005148757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044799468,0.00024300514,0.93397033,0.0052534444,0.000009810686,2.7603178e-7,0.054626353,0.000014514471,0.000004082027,0.000055021428,0.0000030117876,0.0053721583],"study_design_scores_gemma":[0.0021583338,0.0020629503,0.94576466,0.00018655004,0.000016658212,0.0000013152312,0.049396295,0.00003155857,0.000003718047,0.000006757486,0.00023572352,0.0001355023],"about_ca_topic_score_codex":0.04453568,"about_ca_topic_score_gemma":0.11606138,"teacher_disagreement_score":0.0715257,"about_ca_system_score_codex":0.00029194562,"about_ca_system_score_gemma":0.0010654923,"threshold_uncertainty_score":0.96182686},"labels":[],"label_agreement":null},{"id":"W2950413080","doi":"10.2196/13906","title":"Barriers and Facilitators to the Implementation of a Mobile Insulin Titration Intervention for Patients With Uncontrolled Diabetes: A Qualitative Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Facilitator; Nursing; Medicine; Health care; Workflow; Psychology; Computer science","score_opus":0.015572549327324338,"score_gpt":0.3961858126977702,"score_spread":0.3806132633704459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950413080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99473804,0.00012140141,0.00032757063,0.000978366,0.00005610347,0.0036637937,0.00008437484,0.000009499805,0.000020829748],"genre_scores_gemma":[0.99828815,0.000020402495,0.0002678964,0.00046624994,0.00001854517,0.00061933044,0.00024502218,0.0000067835254,0.000067619854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990204,0.0001033984,0.0003342782,0.00019847491,0.00015384551,0.00018961861],"domain_scores_gemma":[0.99924123,0.000104667684,0.00021161383,0.00012095552,0.00014817638,0.0001733487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007487561,0.00008913776,0.00028091503,0.00021868676,0.00007977346,0.000014620666,0.000026243059,0.000025674226,0.00003847703],"category_scores_gemma":[0.000037471542,0.000059277263,0.000047615773,0.000378386,0.000023159593,0.00009774411,0.000009611449,0.00004452522,0.0000015767014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079798803,0.000109047614,0.9344327,0.0017101379,0.00028824367,1.04927915e-8,0.02607994,0.0000148044755,0.0000062102995,0.00017843342,0.00035634663,0.036026157],"study_design_scores_gemma":[0.0056126583,0.005239786,0.94553626,0.00006028088,0.0006536059,1.7365798e-8,0.041415546,0.0006271222,0.000011025919,0.000070783084,0.00069401995,0.000078922996],"about_ca_topic_score_codex":0.00015208182,"about_ca_topic_score_gemma":0.00019229173,"teacher_disagreement_score":0.035947233,"about_ca_system_score_codex":0.00006318663,"about_ca_system_score_gemma":0.00009258272,"threshold_uncertainty_score":0.24172565},"labels":[],"label_agreement":null},{"id":"W2950542790","doi":"10.2196/13391","title":"Predictors of Walking App Users With Comparison of Current Users, Previous Users, and Informed Nonusers in a Sample of Dutch Adults: Questionnaire Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"mHealth; Medicine; Population; Logistic regression; Multinomial logistic regression; Overweight; Demographics; Odds ratio; Psychological intervention; Odds; Gerontology; Psychology; Demography; Environmental health; Body mass index; Computer science; Psychiatry","score_opus":0.050247164425057673,"score_gpt":0.44158593056254647,"score_spread":0.3913387661374888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950542790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824032,0.0035116428,0.00008895741,0.00032924148,0.0003487812,0.012972868,0.00019861375,0.0000690671,0.00007760412],"genre_scores_gemma":[0.992787,0.0040079234,0.00061319646,0.00021382302,0.000072501796,0.0021619888,0.00008306946,0.00004741202,0.000013108434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99395585,0.0007102176,0.0029330228,0.00065695285,0.0006283342,0.0011155992],"domain_scores_gemma":[0.9944643,0.0011482816,0.002354991,0.00070701644,0.00039973267,0.0009257176],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017417344,0.0003871869,0.0014977849,0.00062724226,0.00036514783,0.0000054050947,0.00025351753,0.00028301246,0.000024794408],"category_scores_gemma":[0.0002646625,0.00032857317,0.000052094125,0.0009956721,0.00021105754,0.0002369287,0.00012226237,0.0010491094,0.0000037275381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001519524,0.00079484086,0.91380346,0.03956134,0.000021411237,2.6857742e-7,0.028671755,0.000020451189,0.0000027622602,0.0006091178,0.00024188156,0.014753197],"study_design_scores_gemma":[0.0066471845,0.0027862312,0.9589401,0.004883196,0.00007893414,0.0000014272591,0.02440389,0.00032507887,0.0000051003644,0.00004718434,0.001660236,0.00022143926],"about_ca_topic_score_codex":0.008330878,"about_ca_topic_score_gemma":0.0121584805,"teacher_disagreement_score":0.045136645,"about_ca_system_score_codex":0.00032080995,"about_ca_system_score_gemma":0.0034372937,"threshold_uncertainty_score":0.9999166},"labels":[],"label_agreement":null},{"id":"W2950622499","doi":"10.2196/11205","title":"Young People’s Attitudes and Motivations Toward Social Media and Mobile Apps for Weight Control: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Social media; Psychology; Control (management); Internet privacy; Social psychology; Computer science; Applied psychology; World Wide Web","score_opus":0.07247492965465847,"score_gpt":0.49056429501298326,"score_spread":0.4180893653583248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950622499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.961907,0.0031943563,0.0025724205,0.0067347763,0.0013315169,0.0232058,0.0003659125,0.00024490495,0.0004432768],"genre_scores_gemma":[0.9589949,0.0029228725,0.0043883254,0.0025107255,0.0006878544,0.030056603,0.000119173565,0.0000820927,0.0002374349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99388564,0.0014982898,0.0015733474,0.0010724488,0.00034800448,0.0016222445],"domain_scores_gemma":[0.9928054,0.0041393945,0.00074334454,0.000456866,0.0003457222,0.0015092563],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042996216,0.0004492813,0.0012186441,0.00031449719,0.0029768276,0.000036837708,0.0001885374,0.00045430384,0.000090558104],"category_scores_gemma":[0.00030937494,0.0004055665,0.000069547474,0.00043581479,0.00014600213,0.00021332155,0.00014995874,0.0009819397,0.000031545394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007867841,0.0007473432,0.811948,0.014831281,0.00006347133,5.6472544e-7,0.042798173,0.0000011546781,0.000035563244,0.02378884,0.007855465,0.09714338],"study_design_scores_gemma":[0.0074163396,0.00072220183,0.9452995,0.00009845126,0.00012375253,0.000006305622,0.012410695,0.00037496706,7.689205e-7,0.0014741784,0.031742286,0.0003305213],"about_ca_topic_score_codex":0.0006652464,"about_ca_topic_score_gemma":0.002405851,"teacher_disagreement_score":0.13335155,"about_ca_system_score_codex":0.00022585598,"about_ca_system_score_gemma":0.0013629604,"threshold_uncertainty_score":0.9998396},"labels":[],"label_agreement":null},{"id":"W2950669862","doi":"10.2196/13199","title":"Current Knowledge and Adoption of Mobile Health Apps Among Australian General Practitioners: Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":207,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Royal Australian College of General Practitioners; Australian Government","keywords":"mHealth; Global Positioning System; Medicine; Health care; Medical education; Family medicine; Nursing; Psychological intervention; Computer science","score_opus":0.11585576392547879,"score_gpt":0.5020681112115352,"score_spread":0.38621234728605636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950669862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707466,0.0069869007,0.000049329778,0.0007787705,0.0010661648,0.01947279,0.00028407646,0.00014426548,0.00047112064],"genre_scores_gemma":[0.9722351,0.014399295,0.00026025643,0.00075593946,0.00040515704,0.010657065,0.00047954748,0.0000660133,0.00074166746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99175435,0.0027646325,0.0023647142,0.0010324197,0.00044752014,0.0016363452],"domain_scores_gemma":[0.9941386,0.0007623151,0.0017707931,0.00079187425,0.00043365583,0.0021027795],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0057897237,0.00043618988,0.0011830676,0.00044682034,0.0013729334,0.000017755588,0.00021115625,0.00031195473,0.00016528592],"category_scores_gemma":[0.000084334984,0.0004115887,0.00006205922,0.00078343117,0.0001724938,0.00030607928,0.00015916808,0.0014975887,0.00017670602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028955346,0.0013174469,0.8788226,0.011341108,0.00001637555,3.8266774e-7,0.0059044277,0.0000050900235,0.000004008355,0.0020868692,0.011399531,0.08881255],"study_design_scores_gemma":[0.0027575793,0.0021426817,0.9098872,0.00039189338,0.000029428424,0.0000032125095,0.005206574,0.0001632572,5.366607e-7,0.000091987924,0.07907036,0.00025528026],"about_ca_topic_score_codex":0.007045374,"about_ca_topic_score_gemma":0.004779551,"teacher_disagreement_score":0.08855727,"about_ca_system_score_codex":0.00047703498,"about_ca_system_score_gemma":0.0035805379,"threshold_uncertainty_score":0.99992716},"labels":[],"label_agreement":null},{"id":"W2950730814","doi":"10.2196/13309","title":"Using Telemedicine to Diagnose Surgical Site Infections in Low- and Middle-Income Countries: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Surgical site infection prevention","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Health and Social Care; University of Bristol; National Institute for Health and Care Research","keywords":"Telemedicine; CINAHL; Medicine; MEDLINE; Medical diagnosis; Medical emergency; mHealth; Systematic review; Landline; Phone; Intensive care medicine; Psychological intervention; Health care; Pathology; Nursing","score_opus":0.10775465711202199,"score_gpt":0.4577143632063818,"score_spread":0.34995970609435983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950730814","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053022993,0.98140013,0.00001718409,0.00055827375,0.0003201728,0.012162191,0.00004777276,0.0000806932,0.00011127494],"genre_scores_gemma":[0.00036894987,0.9964968,0.000048432423,0.0016188893,0.00028635425,0.00081164564,0.00010472927,0.00006551712,0.0001986956],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947067,0.0008848033,0.002473168,0.00075480365,0.0004797597,0.00070078054],"domain_scores_gemma":[0.99603873,0.0012916926,0.00087083736,0.00053873117,0.00013617553,0.0011238059],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026251057,0.0005636256,0.005190034,0.0007802071,0.00016122473,0.00003343868,0.000075696575,0.0004315384,0.00027039816],"category_scores_gemma":[0.0004777333,0.0004127647,0.00027572116,0.0012894556,0.00007391377,0.00010999624,0.000094935924,0.00092046,0.00013370939],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024167963,0.00013154258,0.0015938515,0.98798317,0.000040227278,0.0000773245,0.00005553602,1.3551411e-7,5.9311724e-9,0.000049947786,0.00002635252,0.010017754],"study_design_scores_gemma":[0.001060213,0.00046367603,0.00033379346,0.80226487,0.0022671095,0.0022265336,0.000008657326,0.000012125756,9.6489075e-9,0.0000042142706,0.19109663,0.00026218704],"about_ca_topic_score_codex":0.0003181077,"about_ca_topic_score_gemma":0.00008749349,"teacher_disagreement_score":0.19107029,"about_ca_system_score_codex":0.00081447477,"about_ca_system_score_gemma":0.0008763797,"threshold_uncertainty_score":0.9998324},"labels":[],"label_agreement":null},{"id":"W2951008626","doi":"10.2196/13641","title":"Accuracy of mHealth Devices for Atrial Fibrillation Screening: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Atrial fibrillation; Medicine; Systematic review; MEDLINE; Telemedicine; Health care; Internal medicine; Psychological intervention","score_opus":0.2793075272108711,"score_gpt":0.505683943756307,"score_spread":0.2263764165454359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951008626","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009966954,0.9739982,0.00015846569,0.0014502287,0.00046076626,0.023626363,0.00011165947,0.00007520741,0.000109155684],"genre_scores_gemma":[0.000036509522,0.99465567,0.00095514965,0.0006698906,0.0020937242,0.00006557747,0.0008207045,0.000086831526,0.0006159568],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945343,0.00046286004,0.0032067385,0.0006483545,0.00054783863,0.00059988786],"domain_scores_gemma":[0.99199003,0.0022107682,0.0043750904,0.0007258987,0.00023427507,0.0004639545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022569322,0.00057377084,0.0069533745,0.00044701068,0.00018267354,0.000028720826,0.0001681967,0.00037764243,0.000027315433],"category_scores_gemma":[0.0010850229,0.0004121022,0.0013775146,0.0005786113,0.000043814893,0.00014667542,0.00007358273,0.00029195787,0.000029914576],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008829493,0.0000025571392,0.0001302552,0.7582958,0.00016857353,3.9525716e-7,0.000022947248,3.3458736e-7,4.0457246e-9,0.0003609531,0.00074644847,0.24018347],"study_design_scores_gemma":[0.00092161546,0.0004043617,0.00012685399,0.44015995,0.011954234,0.000022100352,0.000018711304,0.000039336046,9.822316e-9,0.0000113900705,0.54612637,0.0002150867],"about_ca_topic_score_codex":0.000033073742,"about_ca_topic_score_gemma":0.000005810341,"teacher_disagreement_score":0.54537994,"about_ca_system_score_codex":0.00017577533,"about_ca_system_score_gemma":0.0015649734,"threshold_uncertainty_score":0.9998331},"labels":[],"label_agreement":null},{"id":"W2951132312","doi":"10.2196/13503","title":"A Smart and Multifaceted Mobile Health System for Delivering Evidence-Based Secondary Prevention of Stroke in Rural China: Design, Development, and Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"China Mobile Research Institute; Economic and Social Research Council; Medical Research Council; Department for International Development; Wellcome Trust","keywords":"mHealth; Context (archaeology); Telemedicine; Health care; Service delivery framework; Medicine; Nursing; Knowledge management; Business; Process management; Service (business); Computer science; Marketing; Psychological intervention","score_opus":0.07893139453115926,"score_gpt":0.39097630581452036,"score_spread":0.3120449112833611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951132312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98448825,0.003960321,0.0006133098,0.00018242245,0.000121692894,0.010575841,0.000017427705,0.000034691595,0.0000060683074],"genre_scores_gemma":[0.9936825,0.0002589256,0.0053282166,0.000102796,0.000018173983,0.00053975283,0.0000132858795,0.000015646416,0.000040683954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798536,0.00033476492,0.00075326185,0.00039116942,0.00018899028,0.0003464574],"domain_scores_gemma":[0.9987162,0.00039755867,0.00030636915,0.00018026227,0.0000677393,0.00033192264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020018625,0.00017229012,0.00065729604,0.0002517801,0.00012842474,0.000012553869,0.00003315552,0.00008478011,0.0000048618667],"category_scores_gemma":[0.000075727134,0.0001470701,0.000041931045,0.00014446776,0.000048717,0.00013723488,0.000023982004,0.00018887762,6.106193e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023283456,0.00055566564,0.88090986,0.021810113,0.000022332759,7.7644927e-7,0.004372318,0.000011375704,0.00031034191,0.0000057154284,0.000008322971,0.08966481],"study_design_scores_gemma":[0.0072401813,0.007438864,0.9740266,0.0017416442,0.000024216199,0.000009116675,0.0071591497,0.0020994043,0.00012273923,0.000003421567,0.00003119248,0.00010344207],"about_ca_topic_score_codex":0.0004960515,"about_ca_topic_score_gemma":0.0001863147,"teacher_disagreement_score":0.093116745,"about_ca_system_score_codex":0.00035117724,"about_ca_system_score_gemma":0.0013840714,"threshold_uncertainty_score":0.5997344},"labels":[],"label_agreement":null},{"id":"W2951227295","doi":"10.2196/14592","title":"Development and Testing of a Mobile Phone App for Risk Estimation of Gas Volume Expansion and Intraocular Pressure Elevation in Patients With Intravitreous Gas or Air Tamponade: Interobserver Assessment Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Medicine; Computer science; Telecommunications","score_opus":0.021222777475402313,"score_gpt":0.3159529114688314,"score_spread":0.2947301339934291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951227295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942245,0.00032808204,0.0016590934,0.000043420307,0.00002220936,0.0036820918,0.000015976882,0.000017369897,0.0000072850025],"genre_scores_gemma":[0.98720205,0.000053509233,0.012325646,0.00003203923,0.000008816672,0.000278047,0.0000724329,0.000015383015,0.000012057929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868584,0.00007562953,0.0005107691,0.0003009029,0.00023925143,0.00018758842],"domain_scores_gemma":[0.9990687,0.000102602266,0.0003052052,0.00020445995,0.00018495788,0.00013407654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057342567,0.00013315253,0.00043404347,0.00014791527,0.000078493395,0.000007233749,0.000029575898,0.00006482255,0.0000030752185],"category_scores_gemma":[0.00006280743,0.00010359212,0.000019505806,0.00022045986,0.00003138705,0.00008134647,0.00003358272,0.00015592707,2.3492376e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012268629,0.00092592515,0.8789488,0.0031590976,0.0001007695,7.1283745e-7,0.0033511887,0.0007720628,0.000063603555,0.000013874503,0.000015834417,0.11142127],"study_design_scores_gemma":[0.0065411497,0.0026210358,0.9763026,0.0004258264,0.00019977496,0.000007325987,0.0006238339,0.0130489515,0.000049341448,0.000015876165,0.000073943,0.00009032127],"about_ca_topic_score_codex":0.00036861404,"about_ca_topic_score_gemma":0.00008042948,"teacher_disagreement_score":0.11133095,"about_ca_system_score_codex":0.00006786706,"about_ca_system_score_gemma":0.00030855802,"threshold_uncertainty_score":0.42243642},"labels":[],"label_agreement":null},{"id":"W2951571655","doi":"10.2196/13414","title":"Proximity-Based Emergency Response Communities for Patients With Allergies Who Are at Risk of Anaphylaxis: Clustering Analysis and Scenario-Based Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Allergy; Cluster analysis; Anaphylaxis; Medicine; Medical emergency; Environmental health; Computer science; Immunology","score_opus":0.047305048843990706,"score_gpt":0.3582607432464525,"score_spread":0.3109556944024618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951571655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961393,0.0004400789,0.00010656659,0.00033033185,0.000038110753,0.002533783,0.0003681238,0.000030803563,0.000012924404],"genre_scores_gemma":[0.99873346,0.000364854,0.00023150168,0.0001287602,0.00001450271,0.00013423282,0.00024171456,0.000032745964,0.000118215896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996909,0.0010883173,0.000562228,0.00039432594,0.0005087243,0.0005373834],"domain_scores_gemma":[0.9974269,0.0006750202,0.00044739273,0.0005752539,0.00046044492,0.0004149648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020830298,0.0002639635,0.00088763173,0.0007179049,0.00049004477,0.000018010518,0.00012387802,0.00010296025,0.00004611414],"category_scores_gemma":[0.00014300225,0.00020249443,0.00009822259,0.0008609436,0.00014658696,0.00008496899,0.000077432414,0.00032471694,9.552874e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034565523,0.0010764818,0.9584568,0.0029939925,0.00037861505,0.000001329533,0.0013402025,0.00020835544,0.0000023988391,0.0000013247841,0.00007436577,0.00090059935],"study_design_scores_gemma":[0.007081453,0.01312152,0.97101194,0.0001913322,0.00008485999,2.6115964e-7,0.0019426048,0.0062142285,0.0000080792925,0.0000020989055,0.00016347111,0.00017812868],"about_ca_topic_score_codex":0.003475015,"about_ca_topic_score_gemma":0.040722955,"teacher_disagreement_score":0.03724794,"about_ca_system_score_codex":0.00009727166,"about_ca_system_score_gemma":0.00040076088,"threshold_uncertainty_score":0.97678137},"labels":[],"label_agreement":null},{"id":"W2951613841","doi":"10.2196/14098","title":"Do Daily Fluctuations in Psychological and App-Related Variables Predict Engagement With an Alcohol Reduction App? A Series of N-Of-1 Studies","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Cancer Research UK","keywords":"Psychology; Observational study; Binge drinking; Thematic analysis; Alcohol consumption; Social psychology; Alcohol; Clinical psychology; Medicine; Qualitative research","score_opus":0.08296933740541111,"score_gpt":0.408037448962594,"score_spread":0.32506811155718285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951613841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99392235,0.0039090225,0.000004543924,0.000674001,0.00009045481,0.0011414416,0.00000416333,0.000041473126,0.00021255661],"genre_scores_gemma":[0.9936913,0.004468781,0.0014678724,0.0000813084,0.000028244816,0.000073079995,0.000026846865,0.000011110882,0.00015145716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987445,0.00010887684,0.00043347222,0.0003011155,0.00018131043,0.0002307535],"domain_scores_gemma":[0.9992838,0.000078225436,0.0001959708,0.00021744259,0.000083158906,0.00014140614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045588665,0.00014463949,0.00049657223,0.00016996903,0.00007585135,0.0000049374303,0.000031802658,0.000082950435,0.000022556851],"category_scores_gemma":[0.000022581104,0.00009599827,0.000018815483,0.00028529088,0.00015391789,0.00015437035,0.000013933391,0.00016999253,0.0000010897003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033124136,0.00078181614,0.9594043,0.002005041,0.00015898322,0.0000078147505,0.02259081,0.0000158048,0.00047174646,0.002734981,0.00014644231,0.008369884],"study_design_scores_gemma":[0.007014253,0.004984379,0.96975404,0.00052239205,0.0001730414,0.000053582484,0.016576268,0.000052805033,0.00008209057,0.0006300051,0.000047478738,0.000109676264],"about_ca_topic_score_codex":0.000025610543,"about_ca_topic_score_gemma":0.00003602631,"teacher_disagreement_score":0.010349767,"about_ca_system_score_codex":0.000053633048,"about_ca_system_score_gemma":0.00010688981,"threshold_uncertainty_score":0.3914696},"labels":[],"label_agreement":null},{"id":"W2951700331","doi":"10.2196/12590","title":"Biofeedback-Assisted Resilience Training for Traumatic and Operational Stress: Preliminary Analysis of a Self-Delivered Digital Health Methodology","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biofeedback; Heart rate; Mindfulness; Heart rate variability; Guided imagery; Breathing; Anxiety; mHealth; Psychology; Population; Medicine; Physical medicine and rehabilitation; Physical therapy; Clinical psychology; Psychiatry; Psychological intervention; Blood pressure; Internal medicine","score_opus":0.11187917489112793,"score_gpt":0.4011757671915082,"score_spread":0.2892965923003803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951700331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887486,0.0008840735,0.0014023656,0.0066912025,0.00006005849,0.001772126,0.0003318467,0.000044048036,0.00006564761],"genre_scores_gemma":[0.9857567,0.00021733179,0.012281595,0.0013664243,0.000043683263,0.00007082943,0.00017614257,0.000012868991,0.00007445219],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99783695,0.00024742528,0.00083079026,0.0004764816,0.00015932173,0.00044901404],"domain_scores_gemma":[0.9977531,0.001131865,0.00029103892,0.0002536894,0.000107151616,0.00046319814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014390593,0.00016958608,0.0010701014,0.00031667895,0.00016087465,0.000023895846,0.000056638604,0.00012514724,0.00003551443],"category_scores_gemma":[0.0001670725,0.00014707429,0.00010663301,0.00039724857,0.000097068536,0.00013776921,0.00002540679,0.00017868927,0.0000014917301],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061233877,0.0028990125,0.21509996,0.03829643,0.002586479,0.000007313354,0.08710609,0.00038816626,0.0024980772,0.00942442,0.0004291974,0.6351415],"study_design_scores_gemma":[0.0036114638,0.003314473,0.9172908,0.00020417102,0.0005643796,0.000030466297,0.00407128,0.070007674,0.000013726206,0.000119193086,0.0006141293,0.00015825563],"about_ca_topic_score_codex":0.00021035693,"about_ca_topic_score_gemma":0.00005835556,"teacher_disagreement_score":0.7021908,"about_ca_system_score_codex":0.00011320647,"about_ca_system_score_gemma":0.0015369314,"threshold_uncertainty_score":0.59975153},"labels":[],"label_agreement":null},{"id":"W2951745545","doi":"10.2196/13519","title":"An App-Based Intervention for Caregivers to Prevent Unintentional Injury Among Preschoolers: Cluster Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Intervention (counseling); Injury prevention; Poison control; mHealth; Cluster randomised controlled trial; Caregiver burden; Physical therapy; Psychiatry; Medical emergency","score_opus":0.02559092659083869,"score_gpt":0.3945204526813202,"score_spread":0.3689295260904815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951745545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96180344,0.00019998028,0.0073661846,0.0034272894,0.0011509323,0.025678169,0.000036385893,0.00007878436,0.00025881553],"genre_scores_gemma":[0.98971504,0.00004257165,0.001310696,0.003056007,0.00040564503,0.0031602676,0.00032572457,0.000024915416,0.0019591476],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962586,0.0014764896,0.0010813164,0.00049800234,0.00021726788,0.00046829451],"domain_scores_gemma":[0.9977457,0.00067153457,0.0005140485,0.0003018346,0.00019907892,0.00056782825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057872767,0.00023141182,0.001492857,0.00027677376,0.00016426644,0.000018657556,0.000085615764,0.00025598434,0.00019297561],"category_scores_gemma":[0.00050955033,0.00017847153,0.00055138214,0.00010252079,0.00009244106,0.00015439406,0.000018411669,0.0003101582,0.000019853835],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.99068695,0.0005382555,0.0013750137,0.0011257591,0.00011749015,4.7210912e-7,0.00017994738,0.000033713946,0.00002479335,0.00081873883,0.0028207442,0.002278114],"study_design_scores_gemma":[0.9760518,0.0071601365,0.0062340177,0.00040898786,0.00050740835,0.0000027753636,0.00016725916,0.0076244003,0.000021740296,0.0007109656,0.00093651126,0.00017400968],"about_ca_topic_score_codex":0.00012688416,"about_ca_topic_score_gemma":0.000034351688,"teacher_disagreement_score":0.027911566,"about_ca_system_score_codex":0.00015154766,"about_ca_system_score_gemma":0.00036724153,"threshold_uncertainty_score":0.72778577},"labels":[],"label_agreement":null},{"id":"W2952199641","doi":"10.2196/13364","title":"Smartphone, Social Media, and Mental Health App Use in an Acute Transdiagnostic Psychiatric Sample","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; McLean Hospital","keywords":"Mental health; mHealth; Social media; Mobile phone; Social support; Psychiatry; Depression (economics); Phone; Anxiety; Psychology; Medicine; Clinical psychology; Psychological intervention; World Wide Web","score_opus":0.05765594444842871,"score_gpt":0.42070348819234704,"score_spread":0.36304754374391834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952199641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812723,0.001957711,0.000024631148,0.011130651,0.0022239918,0.0018156655,0.001147943,0.00011658889,0.0003105082],"genre_scores_gemma":[0.99321514,0.00046829862,0.0005380017,0.004707228,0.0002042594,0.00020724357,0.00042578828,0.00005909136,0.00017491734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961891,0.00042818522,0.0010352291,0.0008129796,0.00029167076,0.0012428409],"domain_scores_gemma":[0.9977716,0.00046888867,0.0003201956,0.00032546688,0.000029261168,0.0010845745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006788372,0.00032583106,0.0006367403,0.00044371714,0.00038037993,0.00008468509,0.00016803776,0.00020305939,0.00022641802],"category_scores_gemma":[0.000021805543,0.00033926964,0.000075578435,0.00049833173,0.00012696137,0.00049885514,0.00004770552,0.00052088225,0.00012662992],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025324782,0.0048327027,0.6255508,0.0046278085,0.00007532414,0.000024226361,0.04908648,5.6578097e-7,0.000004495802,0.035557136,0.020238787,0.25746918],"study_design_scores_gemma":[0.0044344063,0.0026207333,0.9854103,0.00011722834,0.000020168132,0.000058545833,0.0017282239,0.00003468114,5.351296e-7,0.0021793637,0.0030739238,0.00032192847],"about_ca_topic_score_codex":0.002808163,"about_ca_topic_score_gemma":0.009611223,"teacher_disagreement_score":0.35985944,"about_ca_system_score_codex":0.00027829295,"about_ca_system_score_gemma":0.00032014717,"threshold_uncertainty_score":0.99990594},"labels":[],"label_agreement":null},{"id":"W2952304623","doi":"10.2196/14087","title":"Real-World Use of Do-It-Yourself Artificial Pancreas Systems in Children and Adolescents With Type 1 Diabetes: Online Survey and Analysis of Self-Reported Clinical Outcomes","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020 Framework Programme; European Commission; Steno Diabetes Center Copenhagen","keywords":"Glycemic; Medicine; Type 1 diabetes; Context (archaeology); Observational study; Pediatrics; Population; Artificial pancreas; Quality of life (healthcare); Type 2 diabetes; Diabetes mellitus; Gerontology; Internal medicine; Environmental health; Endocrinology; Nursing","score_opus":0.11179668808704595,"score_gpt":0.4309145472684268,"score_spread":0.31911785918138086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952304623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99788755,0.000387678,5.4297226e-7,0.00018330583,0.00007495062,0.0013291122,0.00009321233,0.00002075012,0.000022881686],"genre_scores_gemma":[0.9974024,0.0018624432,0.00009006873,0.00016806071,0.00003605013,0.0000067939127,0.0002699087,0.000019928042,0.00014433962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719256,0.00041640064,0.00106372,0.000457958,0.00041519105,0.00045416463],"domain_scores_gemma":[0.998199,0.0002829321,0.0005038485,0.00038417164,0.00020292561,0.00042713762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022356042,0.00018732593,0.0013293112,0.0007869523,0.0000388204,0.000025110405,0.00006125188,0.00011365384,0.0000061010537],"category_scores_gemma":[0.00012830364,0.00013204888,0.00005471586,0.0012421955,0.00013987023,0.00008453738,0.00006466166,0.00030576932,9.0025304e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068238867,0.00078414584,0.99287575,0.0019519208,0.0008640904,0.000002594968,0.00009009755,0.0000049402033,0.0000026040602,0.000024446841,0.000085539294,0.0026314505],"study_design_scores_gemma":[0.0018716567,0.0009473659,0.9938294,0.00042131724,0.00091269193,7.1881493e-7,0.00006317869,0.001818154,4.264523e-7,0.000002134906,0.000024736373,0.000108209395],"about_ca_topic_score_codex":0.0039719227,"about_ca_topic_score_gemma":0.0026202693,"teacher_disagreement_score":0.0025232413,"about_ca_system_score_codex":0.000038033097,"about_ca_system_score_gemma":0.0002673859,"threshold_uncertainty_score":0.60043854},"labels":[],"label_agreement":null},{"id":"W2952426235","doi":"10.2196/14602","title":"A Pilot Randomized Controlled Trial of a Web-Based Growth Mindset Intervention to Enhance the Effectiveness of a Smartphone App for Smoking Cessation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Mindset; Smoking cessation; Abstinence; Randomized controlled trial; mHealth; Medicine; Intervention (counseling); Physical therapy; Retention rate; Psychological intervention; Psychiatry; Internal medicine; Computer science","score_opus":0.042857348583071025,"score_gpt":0.42990309353163403,"score_spread":0.38704574494856303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952426235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97496635,0.0005454318,0.0030453252,0.0005853991,0.0016835685,0.018738931,0.00008949034,0.000028456796,0.00031702392],"genre_scores_gemma":[0.991146,0.000023811599,0.000116179304,0.00027975984,0.00008970416,0.008116587,0.000050875635,0.000021387767,0.00015564467],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9948369,0.0026933185,0.001442549,0.00036605258,0.00023063562,0.0004305025],"domain_scores_gemma":[0.99519265,0.0029550593,0.001057341,0.00031677235,0.00027326975,0.0002048916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009075135,0.00019381396,0.0014035916,0.00026734898,0.000122067366,0.000011888843,0.00015568921,0.00010618666,0.00011797152],"category_scores_gemma":[0.00034948622,0.00013373476,0.00045168857,0.00029383783,0.00009849106,0.000060869326,0.000019908055,0.00020589297,0.0000071953727],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98403996,0.0012653763,0.00092346495,0.00304721,0.000056537858,1.2569393e-7,0.00044415504,0.0000017511293,0.00014555262,0.003360626,0.00029256998,0.006422659],"study_design_scores_gemma":[0.96542424,0.009820125,0.022491014,0.0008069554,0.00021614943,0.0000010239679,0.00016936456,0.0002107931,0.00025711488,0.00040324093,0.00007841698,0.00012153896],"about_ca_topic_score_codex":0.0014856716,"about_ca_topic_score_gemma":0.0001716073,"teacher_disagreement_score":0.02156755,"about_ca_system_score_codex":0.00007785018,"about_ca_system_score_gemma":0.00027397813,"threshold_uncertainty_score":0.54535455},"labels":[],"label_agreement":null},{"id":"W2952464649","doi":"10.2196/13608","title":"Mobile Apps for Medication Management: Review and Analysis","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":180,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia","funders":"Lékařská fakulta, Masarykova univerzita; Masarykova Univerzita","keywords":"App store; Android (operating system); Mobile phone; mHealth; Internet privacy; Psychological intervention; Mobile device; Mobile apps; Medicine; World Wide Web; Pill; Context (archaeology); Computer science; Nursing","score_opus":0.15027112536553117,"score_gpt":0.5453684000826081,"score_spread":0.39509727471707695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952464649","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017539189,0.9457645,0.000569508,0.0010094133,0.00043955754,0.048766583,0.00095900294,0.00018466562,0.0023050364],"genre_scores_gemma":[0.0000026940943,0.8567111,0.0012229822,0.0084787,0.00031145196,0.12678848,0.0030664003,0.00011592441,0.003302297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914744,0.0010974751,0.0034845658,0.0016498558,0.00041450665,0.0018792286],"domain_scores_gemma":[0.9922567,0.0013744456,0.0027392241,0.0014312627,0.00022846142,0.0019698932],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038604296,0.0007979348,0.0049294634,0.0010125502,0.0017563241,0.000018180195,0.00042673148,0.00096547126,0.00020655237],"category_scores_gemma":[0.00008721402,0.00066496665,0.00044541867,0.0018185223,0.00012792947,0.000112089656,0.00021920899,0.0015165758,0.00027006707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009546313,0.00003690006,0.000032994678,0.46176407,0.00014651279,2.4487073e-7,0.0000676218,2.421508e-8,4.932427e-10,0.0038462814,0.020565473,0.5135303],"study_design_scores_gemma":[0.0007372045,0.00020217602,0.0001922273,0.02218477,0.017880393,0.0000059551217,0.000098530916,0.00002425552,6.622542e-10,0.00022042239,0.9580496,0.0004044785],"about_ca_topic_score_codex":0.00010137839,"about_ca_topic_score_gemma":0.00005625388,"teacher_disagreement_score":0.9374841,"about_ca_system_score_codex":0.00051905966,"about_ca_system_score_gemma":0.0026058597,"threshold_uncertainty_score":0.99958014},"labels":[],"label_agreement":null},{"id":"W2952924304","doi":"10.2196/14779","title":"A Mobile-Based Patient-Centric Passive System for Guiding Patients Through the Hospital Workflow: Design and Development","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workflow; Medical emergency; Process (computing); Medicine; Computer science; Operations management; Engineering; Database","score_opus":0.0693845637215673,"score_gpt":0.3862055646156021,"score_spread":0.3168210008940348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952924304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95161843,0.0036588805,0.010585879,0.0015370757,0.0030468483,0.028971015,0.000049691032,0.00023576312,0.00029638593],"genre_scores_gemma":[0.9826123,0.0002973228,0.0058896826,0.0030452434,0.00029751007,0.0075453236,0.00006239585,0.00009141677,0.00015876497],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933505,0.0014759215,0.0016908962,0.0008173122,0.0005142617,0.0021510862],"domain_scores_gemma":[0.99527156,0.0019537727,0.001190655,0.0005071597,0.00039239222,0.0006844279],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017797482,0.00043508166,0.0007766677,0.00015061453,0.0025212748,0.000033752433,0.0002359465,0.00037356242,0.000019579522],"category_scores_gemma":[0.0001205434,0.00030743534,0.00005859489,0.00037104174,0.00006198975,0.00017106834,0.00010310947,0.0006319854,0.0000917147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032188906,0.0012968897,0.41344586,0.08949122,0.00019413795,0.000008933769,0.122465596,0.00019032395,0.000009959733,0.004980893,0.049150255,0.31554705],"study_design_scores_gemma":[0.033101805,0.019274265,0.077632196,0.008714371,0.0002153417,0.000017065757,0.044844136,0.010761847,0.00007817157,0.0003944197,0.80252534,0.002441009],"about_ca_topic_score_codex":0.00029448673,"about_ca_topic_score_gemma":0.00003423807,"teacher_disagreement_score":0.7533751,"about_ca_system_score_codex":0.0017640449,"about_ca_system_score_gemma":0.0045430507,"threshold_uncertainty_score":0.9999378},"labels":[],"label_agreement":null},{"id":"W2953053278","doi":"10.2196/13209","title":"Identifying Behavioral Phenotypes of Loneliness and Social Isolation with Passive Sensing: Statistical Analysis, Data Mining and Machine Learning of Smartphone and Fitbit Data","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Carnegie Mellon University; National Science Foundation","keywords":"Loneliness; Social isolation; Psychology; Isolation (microbiology); Computer science; Applied psychology; Artificial intelligence; Machine learning; Data science; Social psychology; Psychiatry","score_opus":0.16864456981750267,"score_gpt":0.4690566489592998,"score_spread":0.30041207914179713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953053278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931514,0.001166938,0.0032779104,0.00043376433,0.000108335196,0.00036370952,0.0014379608,0.00001570437,0.000044270026],"genre_scores_gemma":[0.994058,0.00006547447,0.004120315,0.000064071945,0.00003688892,0.0000032094604,0.0015657414,0.000018139412,0.000068172536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981324,0.00019339252,0.00061375054,0.0005669792,0.0001865923,0.0003068618],"domain_scores_gemma":[0.9986461,0.00020824774,0.00051862095,0.00037237894,0.00006598597,0.00018868542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005615388,0.00015220215,0.0005100674,0.00019825937,0.00017864314,0.000036670477,0.00011135245,0.00008418815,0.0000298028],"category_scores_gemma":[0.000021997563,0.00014034311,0.0000122329375,0.00023872536,0.00020163807,0.00028996821,0.00029473347,0.00019887928,9.710362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013999427,0.0004654469,0.7317551,0.005138958,0.0002636855,0.000010847223,0.0068375957,0.0000018832633,0.00003351169,0.0015708798,0.00029320855,0.25222895],"study_design_scores_gemma":[0.0020322832,0.0012211467,0.9801203,0.0002087155,0.0006349635,0.000041441137,0.0035859158,0.011739194,0.000004028034,0.00009997485,0.00012137165,0.00019068595],"about_ca_topic_score_codex":0.0019682262,"about_ca_topic_score_gemma":0.0014826803,"teacher_disagreement_score":0.25203827,"about_ca_system_score_codex":0.000020185702,"about_ca_system_score_gemma":0.000079945436,"threshold_uncertainty_score":0.5723026},"labels":[],"label_agreement":null},{"id":"W2953965928","doi":"10.2196/11926","title":"Using Health and Well-Being Apps for Behavior Change: A Systematic Search and Rating of Apps","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":217,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychology; Mobile apps; Behavior change; Applied psychology; Computer science; Internet privacy; Medicine; World Wide Web; Social psychology; Psychological intervention; Psychiatry","score_opus":0.4032402443207641,"score_gpt":0.5825943174438812,"score_spread":0.17935407312311713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953965928","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014029188,0.91884583,0.00026730556,0.0005001211,0.0005615529,0.077874206,0.00032763617,0.00011336097,0.0001070879],"genre_scores_gemma":[0.00052754645,0.9294458,0.0027333638,0.0021423707,0.00061447587,0.0638213,0.00031990468,0.00021811946,0.00017709489],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875476,0.0026577269,0.005043586,0.0015274073,0.00056891004,0.0026547764],"domain_scores_gemma":[0.988909,0.0030483238,0.0036962705,0.0010160224,0.0003568541,0.0029735237],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006765326,0.00096270995,0.0061635845,0.0009155429,0.002838707,0.00003883335,0.00032164628,0.001112062,0.000015664953],"category_scores_gemma":[0.00025114778,0.0008251486,0.00023836434,0.00075718283,0.00022414103,0.00019912625,0.00032830893,0.0020931235,0.000020008869],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003781887,0.000071449336,0.00037463038,0.70201933,0.00002299239,6.39023e-7,0.0024283216,7.179689e-8,8.3074596e-8,0.003700664,0.00017352638,0.29117045],"study_design_scores_gemma":[0.0041710786,0.0018375226,0.00045652536,0.46221372,0.0024838245,0.00018258549,0.007489489,0.0014883741,8.638549e-8,0.00025056791,0.51801,0.0014162357],"about_ca_topic_score_codex":0.0016444224,"about_ca_topic_score_gemma":0.000146534,"teacher_disagreement_score":0.51783645,"about_ca_system_score_codex":0.00075738144,"about_ca_system_score_gemma":0.009047577,"threshold_uncertainty_score":0.9994199},"labels":[],"label_agreement":null},{"id":"W2954015722","doi":"10.2196/14706","title":"Validation and Acceptability of a Cuffless Wrist-Worn Wearable Blood Pressure Monitoring Device Among Users and Health Care Professionals: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Wearable computer; Ambulatory; Wearable technology; Blood pressure; Physical therapy; mHealth; Health care; Nursing; Psychological intervention; Internal medicine; Computer science","score_opus":0.04408692382057219,"score_gpt":0.40379598180784043,"score_spread":0.35970905798726827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954015722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97869885,0.018048571,0.0001043038,0.00006907606,0.000660895,0.0022052252,0.000026779857,0.00012689132,0.00005941331],"genre_scores_gemma":[0.99344254,0.00076178747,0.0053967843,0.000019732448,0.00014908885,0.00015060764,0.0000064333617,0.000054611486,0.000018401637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972548,0.0005670938,0.0006927909,0.0005611124,0.00031957903,0.00060462614],"domain_scores_gemma":[0.99841905,0.0002977683,0.00026357625,0.0003803622,0.00012441454,0.0005148601],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017371632,0.00031415035,0.0006855266,0.00016970029,0.00027181127,0.0000546405,0.00013022785,0.00015665244,0.0000093942],"category_scores_gemma":[0.000043465076,0.00030553696,0.000033452845,0.00031644653,0.00006096163,0.00038647433,0.00013148626,0.00046656778,8.925784e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000502618,0.00014862035,0.94415563,0.012105665,0.000073681265,7.4421996e-7,0.011681693,0.000091295355,0.00064019085,0.0000097304965,0.000019602072,0.031022891],"study_design_scores_gemma":[0.0012899913,0.0005111834,0.9691729,0.0003703332,0.00012867869,0.000003514814,0.023535494,0.00016043516,0.004486858,0.000021752458,0.000055476496,0.00026336027],"about_ca_topic_score_codex":0.0010506023,"about_ca_topic_score_gemma":0.000099037374,"teacher_disagreement_score":0.03075953,"about_ca_system_score_codex":0.00010694716,"about_ca_system_score_gemma":0.00020819758,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W2954231568","doi":"10.2196/11482","title":"Efficacy and Outcomes of a Music-Based Emotion Regulation Mobile App in Distressed Young People: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Young and Well Cooperative Research Centre; Australian Government","keywords":"Randomized controlled trial; Psychology; Mobile phone; mHealth; Physical therapy; Medicine; Clinical psychology; Computer science; Psychiatry; Psychological intervention; Internal medicine","score_opus":0.034970591164096294,"score_gpt":0.40977575236372754,"score_spread":0.37480516119963125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954231568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98613495,0.0003088029,0.00022375565,0.0009107178,0.0012744087,0.009473816,0.00004144588,0.00005759446,0.0015744836],"genre_scores_gemma":[0.99716765,0.000015937263,0.00010282518,0.00023034497,0.00013534991,0.0019377981,0.000059077705,0.000021500255,0.0003294932],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966216,0.0007961608,0.0014994743,0.00040431198,0.00022519074,0.0004532254],"domain_scores_gemma":[0.9977254,0.0008750839,0.0007563893,0.00027755505,0.000082740735,0.00028282573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017104035,0.00021267807,0.0014087184,0.00030635574,0.00014310898,0.00002495169,0.00007795907,0.00015099488,0.00016540237],"category_scores_gemma":[0.00021072048,0.0001718874,0.00014360771,0.00027605603,0.00026078886,0.00010724821,0.000023873241,0.00016546917,0.000013121993],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9704748,0.0018682771,0.00664455,0.0007473809,0.000043790085,8.809398e-7,0.0029735523,0.0000015574725,0.0000035190571,0.0041294834,0.00024265495,0.012869555],"study_design_scores_gemma":[0.7115222,0.0018908265,0.28507015,0.00012652128,0.000058701862,0.0000026551158,0.00022506734,0.0004861736,0.0000035288167,0.0004901581,0.000025489737,0.0000984898],"about_ca_topic_score_codex":0.0008893044,"about_ca_topic_score_gemma":0.0011044919,"teacher_disagreement_score":0.2784256,"about_ca_system_score_codex":0.00009386027,"about_ca_system_score_gemma":0.00014830615,"threshold_uncertainty_score":0.70093644},"labels":[],"label_agreement":null},{"id":"W2954282505","doi":"10.2196/14136","title":"A Mobile System to Improve Quality of Life Via Energy Balance in Breast Cancer Survivors (BENECA mHealth): Prospective Test-Retest Quasiexperimental Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Granada; Instituto de Salud Carlos III; Ministerio de Economía y Competitividad","keywords":"Energy balance; mHealth; Breast cancer; Balance (ability); Medicine; Cancer; Physical therapy; Population; Energy (signal processing); Quality of life (healthcare); Gerontology; Psychological intervention; Environmental health; Internal medicine; Nursing; Statistics","score_opus":0.026018655711854553,"score_gpt":0.37701943204980565,"score_spread":0.35100077633795107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954282505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897474,0.002260325,0.0000144045525,0.00052971346,0.00077800185,0.0055801803,0.00057298684,0.000098135606,0.000418873],"genre_scores_gemma":[0.996505,0.00019872321,0.000029090945,0.0011376861,0.00023938363,0.0016890187,0.000022415523,0.00005267071,0.00012599843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954484,0.0004560292,0.0013731371,0.0011353216,0.0006926665,0.0008944086],"domain_scores_gemma":[0.99685365,0.00023202809,0.000526583,0.000822178,0.0003098963,0.0012556753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001456653,0.00041286717,0.0014902743,0.0002340568,0.00012611701,0.000018407944,0.00017301907,0.0001852127,0.000054742588],"category_scores_gemma":[0.000046893583,0.00037079325,0.000109299,0.00081658456,0.00008282842,0.00012349193,0.00010502009,0.0004156491,0.000007923116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035550585,0.0020037594,0.97631407,0.0066519077,0.000026740201,0.000003978937,0.007936318,0.0000050252484,0.00053231406,0.00016293171,0.00004706302,0.0027608278],"study_design_scores_gemma":[0.004818896,0.004988887,0.97204465,0.00034357843,0.000034926714,0.000012576561,0.017030284,0.00025498614,0.00010136351,0.000011148269,0.000060658538,0.00029804095],"about_ca_topic_score_codex":0.21171805,"about_ca_topic_score_gemma":0.06634968,"teacher_disagreement_score":0.14536837,"about_ca_system_score_codex":0.001814296,"about_ca_system_score_gemma":0.0017747314,"threshold_uncertainty_score":0.9998744},"labels":[],"label_agreement":null},{"id":"W2954485339","doi":"10.2196/14655","title":"Specialized Smartphone Intervention Apps: Review of 2014 to 2018 NIH Funded Grants","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Intervention (counseling); Medical education; Psychology; Internet privacy; Medicine; Computer science; Nursing","score_opus":0.21413794688410992,"score_gpt":0.5506883492604273,"score_spread":0.3365504023763174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954485339","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014144784,0.95441806,0.00014618381,0.002151879,0.0030652375,0.034416035,0.0009932497,0.00018538794,0.0046098353],"genre_scores_gemma":[0.000007406484,0.96137595,0.0006043938,0.010850662,0.0014574992,0.02118908,0.0013272269,0.00017792945,0.003009826],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98457706,0.0033299425,0.0070504723,0.0016759197,0.0008611019,0.0025055113],"domain_scores_gemma":[0.98778635,0.0013539792,0.005224809,0.002085597,0.0005436202,0.0030056424],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0061327927,0.0010865161,0.006768159,0.00095263397,0.0010879418,0.000014980141,0.0007856514,0.0012539364,0.0013434967],"category_scores_gemma":[0.00046137208,0.0009232963,0.00075574766,0.001555431,0.00014165347,0.00014512391,0.00039003137,0.0025278504,0.0042569805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062214145,0.0001200297,0.000028525666,0.42016444,0.000020243808,5.965107e-7,0.00007892937,7.77989e-9,2.0651775e-8,0.00091285195,0.17274296,0.40586916],"study_design_scores_gemma":[0.0012368445,0.00041623105,0.00028379372,0.22556923,0.0006425706,0.0000107585065,0.00006829868,9.649979e-7,3.0290757e-8,0.00010350726,0.771244,0.00042380355],"about_ca_topic_score_codex":0.001375594,"about_ca_topic_score_gemma":0.0004652953,"teacher_disagreement_score":0.598501,"about_ca_system_score_codex":0.0011291364,"about_ca_system_score_gemma":0.006892137,"threshold_uncertainty_score":0.9997734},"labels":[],"label_agreement":null},{"id":"W2954563606","doi":"10.2196/13194","title":"Applying a User-Centered Approach to Building a Mobile Personal Health Record App: Development and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; University of Pittsburgh","keywords":"Usability; Internet privacy; mHealth; Personally identifiable information; System usability scale; Health care; World Wide Web; Computer science; Medicine; Web usability; Human–computer interaction; Nursing; Psychological intervention; Computer security","score_opus":0.11510832288911559,"score_gpt":0.45667402845776145,"score_spread":0.34156570556864585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954563606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96401507,0.0015188149,0.0006848944,0.0012897624,0.00090375176,0.030387966,0.000029373805,0.00032815587,0.0008422206],"genre_scores_gemma":[0.9688683,0.00023192207,0.008131767,0.0070539927,0.00042961608,0.01396236,0.000030398875,0.00011429077,0.0011773552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98916596,0.0024941647,0.0025549682,0.0018094745,0.0007947334,0.0031806706],"domain_scores_gemma":[0.99471337,0.000667907,0.00094122876,0.00073890167,0.00018895327,0.0027496468],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008394405,0.0006202457,0.0016079216,0.00044461736,0.0024426198,0.000049502953,0.00032536645,0.00033388028,0.000060540366],"category_scores_gemma":[0.000098608856,0.0005719078,0.000065440436,0.0007526624,0.000059605016,0.00022972331,0.00037064656,0.0018811636,0.0001518631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007384495,0.0013907008,0.7146485,0.022659464,0.000052636176,0.0000020329878,0.08213018,0.0000034287818,0.000016498558,0.0005614792,0.0026199727,0.1751767],"study_design_scores_gemma":[0.0095813945,0.0066878735,0.46353307,0.0016459145,0.00004438301,0.000049831862,0.09315799,0.0017823889,0.0000021564717,0.000071651826,0.42210212,0.0013412143],"about_ca_topic_score_codex":0.0048081335,"about_ca_topic_score_gemma":0.0017102655,"teacher_disagreement_score":0.41948217,"about_ca_system_score_codex":0.0024163942,"about_ca_system_score_gemma":0.0061188326,"threshold_uncertainty_score":0.99967325},"labels":[],"label_agreement":null},{"id":"W2954676439","doi":"10.2196/13909","title":"Pulse Rate Variability in Emergency Physicians During Shifts: Pilot Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Photoplethysmogram; Psychological intervention; Data collection; Emergency medicine; mHealth; Physical therapy; Medical emergency; Statistics; Computer science; Nursing","score_opus":0.03172433557516075,"score_gpt":0.33410931056048665,"score_spread":0.3023849749853259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954676439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959342,0.00014721026,0.0000632888,0.000032284068,0.0016288159,0.0011640011,0.000019906913,0.00019788368,0.00081241026],"genre_scores_gemma":[0.9991077,0.0001574992,0.00004629326,0.000028457818,0.00040514997,0.000139129,0.0000065180543,0.000049047594,0.000060161285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768597,0.00020053283,0.0006798089,0.00048767863,0.00023495547,0.00071106397],"domain_scores_gemma":[0.99917734,0.000106984095,0.000088211105,0.0003338633,0.000046829908,0.00024674757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011881985,0.0002479521,0.00033236961,0.00016124343,0.00016881224,0.00004233688,0.00014272488,0.00007874952,0.000104106046],"category_scores_gemma":[0.000039686474,0.0002697146,0.00003778122,0.00042743047,0.000024198001,0.00031284205,0.00005548154,0.0004911046,0.00007306838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009851659,0.00028901018,0.9928515,0.0013589647,0.00001102013,0.0000048280144,0.00066097605,0.0007420324,0.0033476201,0.000053490552,0.000010940459,0.00057109573],"study_design_scores_gemma":[0.0011212663,0.0003148642,0.9973734,0.000030132263,0.000004539356,0.0000017716059,0.00013757589,0.00026204408,0.00014464215,0.00037561584,0.000013677607,0.00022048247],"about_ca_topic_score_codex":0.00043987524,"about_ca_topic_score_gemma":0.00022517946,"teacher_disagreement_score":0.004521883,"about_ca_system_score_codex":0.0004063523,"about_ca_system_score_gemma":0.00006834291,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W2954688956","doi":"10.2196/12190","title":"Consumer Wearable Deployments in Actigraphy Research: Evaluation of an Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Actigraphy; Wearable computer; Computer science; Observational methods in psychology; Wearable technology; Medicine; Embedded system","score_opus":0.503630914077276,"score_gpt":0.5386886042698333,"score_spread":0.035057690192557334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954688956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968977,0.00012373312,0.00008679672,0.0007014859,0.00021658339,0.0015328393,0.0000017704874,0.000041496052,0.00039757218],"genre_scores_gemma":[0.9985592,0.000024819727,0.001003069,0.00021166695,0.000015614914,0.00014767842,0.000004629835,0.0000066427087,0.00002671197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970636,0.0008503859,0.00043181324,0.00042684408,0.00085937884,0.000368025],"domain_scores_gemma":[0.99844736,0.00014083061,0.0002100406,0.00045362444,0.00066599646,0.0000821668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057433895,0.00009412369,0.00019091117,0.00077955745,0.00014405565,0.000030203068,0.00030914485,0.00008265842,0.00002803916],"category_scores_gemma":[0.00007970912,0.00009237094,0.000012169992,0.0011750255,0.00006569991,0.00078320166,0.000082185186,0.00045866353,0.000021126747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016794517,0.0017714318,0.90664244,0.00023838978,0.000021512224,0.0000023274351,0.005820721,0.00003888837,0.00064361264,0.02612374,0.0003187635,0.05821023],"study_design_scores_gemma":[0.0014799965,0.0010009323,0.9763863,0.00004465112,0.000004271902,0.000003245994,0.00096844137,0.014956242,0.000164606,0.004771097,0.00014343883,0.00007678166],"about_ca_topic_score_codex":0.0004334538,"about_ca_topic_score_gemma":0.00034747034,"teacher_disagreement_score":0.06974386,"about_ca_system_score_codex":0.00019563193,"about_ca_system_score_gemma":0.0006174445,"threshold_uncertainty_score":0.37667775},"labels":[],"label_agreement":null},{"id":"W2954725552","doi":"10.2196/14239","title":"Understanding the Role of Healthy Eating and Fitness Mobile Apps in the Formation of Maladaptive Eating and Exercise Behaviors in Young People","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; National Institute for Health and Care Research","keywords":"Disordered eating; Psychology; Eating disorders; Perception; Harm; Young adult; Healthy eating; Clinical psychology; Physical activity; Medicine; Developmental psychology; Social psychology; Physical therapy","score_opus":0.047907860844317134,"score_gpt":0.35720956169887613,"score_spread":0.309301700854559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954725552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954616,0.0020538233,0.000030475507,0.00015387352,0.00006877453,0.0015417767,0.000012491132,0.000008819092,0.00066839455],"genre_scores_gemma":[0.9991509,0.0004792532,0.00006830171,0.000066952896,0.000012066422,0.00018849774,0.00000941435,0.0000136313965,0.0000110141345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983165,0.0002695302,0.0006011956,0.000250788,0.0001783505,0.0003835939],"domain_scores_gemma":[0.99900603,0.00028756168,0.00041197977,0.00019688436,0.000024435616,0.000073091636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011865237,0.00014284515,0.0003530816,0.00016834411,0.00018694872,0.000018135452,0.00009862769,0.00010709702,0.0000131502065],"category_scores_gemma":[0.000010671915,0.00010007346,0.000022205784,0.00035265405,0.0000933508,0.00013043004,0.000039672435,0.00031849928,5.3958206e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014579036,0.00014081011,0.88771117,0.0006208401,0.0000012901327,3.4035116e-7,0.10329203,0.000014416045,0.0000333088,0.0014298934,0.0000056564845,0.006604453],"study_design_scores_gemma":[0.0009410079,0.0006317569,0.7598688,0.00030479478,0.00001649007,0.000011907166,0.23691401,0.0008049834,0.0000031304967,0.00041693868,0.00000313269,0.00008306936],"about_ca_topic_score_codex":0.0046844725,"about_ca_topic_score_gemma":0.0041485676,"teacher_disagreement_score":0.13362198,"about_ca_system_score_codex":0.00006518221,"about_ca_system_score_gemma":0.00006409654,"threshold_uncertainty_score":0.7081553},"labels":[],"label_agreement":null},{"id":"W2955132848","doi":"10.2196/14785","title":"Development and Pilot Testing of Text Messages to Help Reduce Sugar-Sweetened Beverage Intake Among Rural Caregivers and Adolescents: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; National Institutes of Health","keywords":"Focus group; Medicine; Behavior change; Psychology; mHealth; Applied psychology; Nursing; Psychological intervention; Social psychology","score_opus":0.051984305587240646,"score_gpt":0.3799012338024724,"score_spread":0.3279169282152318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955132848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967695,0.00023419427,0.000013916853,0.0003706557,0.00014304697,0.0022666138,0.000007306805,0.00005498817,0.0001398166],"genre_scores_gemma":[0.99228173,0.00005084223,0.007122182,0.0002700247,0.000078089884,0.000050133054,0.0000065829217,0.00003361205,0.00010680555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976747,0.0003298764,0.00051441346,0.0005583495,0.00035845942,0.00056420674],"domain_scores_gemma":[0.9981725,0.00025480555,0.00025832176,0.00029195787,0.0001437939,0.00087857747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009821722,0.00029566223,0.0008330849,0.00018178322,0.00019516793,0.000025369232,0.000087091474,0.00007779364,0.000005327265],"category_scores_gemma":[0.00015650279,0.0002571032,0.000022560342,0.00033793517,0.000105831976,0.00014211299,0.00023203615,0.0003593031,0.0000031256188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041976775,0.002132477,0.9235079,0.0034803813,0.000040417974,0.000006931621,0.006148821,6.9724763e-7,0.0014094607,0.000021086758,0.000072868184,0.062759176],"study_design_scores_gemma":[0.0028881575,0.003497788,0.980699,0.0006269607,0.000075650234,0.00001114818,0.01108929,0.00003801333,0.0007682384,0.000023403949,0.00006933082,0.00021299238],"about_ca_topic_score_codex":0.0011696763,"about_ca_topic_score_gemma":0.0002551583,"teacher_disagreement_score":0.062546186,"about_ca_system_score_codex":0.00016196993,"about_ca_system_score_gemma":0.00030266182,"threshold_uncertainty_score":0.99998814},"labels":[],"label_agreement":null},{"id":"W2955217908","doi":"10.2196/14474","title":"User Experience of 7 Mobile Electroencephalography Devices: Comparative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Headset; Electroencephalography; Mobile device; Brain–computer interface; Session (web analytics); Audiology; Duration (music); Workload; Medicine; Computer science; Human–computer interaction; Physical medicine and rehabilitation; Psychology; Psychiatry","score_opus":0.061895841759541936,"score_gpt":0.395940774562999,"score_spread":0.33404493280345704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955217908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971837,0.00032606066,0.000028641058,0.00007450864,0.00022046558,0.0013764537,0.000009932258,0.000057838268,0.0007224247],"genre_scores_gemma":[0.9984398,0.000095139025,0.00010818556,0.0010844372,0.000035675544,0.000120973484,0.0000010905479,0.000009700674,0.00010501645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791807,0.00026145123,0.00045165452,0.00057139667,0.0002981256,0.00049931224],"domain_scores_gemma":[0.99888897,0.00025301657,0.0002643826,0.00030841219,0.00004795913,0.00023724447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023207259,0.00018381348,0.00042551252,0.00015479051,0.00015517948,0.000034595818,0.00030445695,0.000045297118,0.00004726361],"category_scores_gemma":[0.000009409016,0.00014632095,0.000042583248,0.0004761321,0.00014319432,0.0002267373,0.00007123483,0.00022517418,0.000022052875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066830835,0.0031805316,0.7958957,0.0016823361,0.000024206913,0.00001362778,0.15904509,0.000079818135,0.029161418,0.00301781,0.0011154513,0.0061157118],"study_design_scores_gemma":[0.0052428446,0.024039699,0.8336377,0.0003056559,0.000051010902,0.000080927064,0.055342328,0.002151537,0.06227267,0.00042886758,0.015346833,0.0010998849],"about_ca_topic_score_codex":0.00012565676,"about_ca_topic_score_gemma":0.000053922944,"teacher_disagreement_score":0.10370276,"about_ca_system_score_codex":0.000022786411,"about_ca_system_score_gemma":0.0001110675,"threshold_uncertainty_score":0.5966795},"labels":[],"label_agreement":null},{"id":"W2955311392","doi":"10.2196/14657","title":"Response Time as an Implicit Self-Schema Indicator for Depression Among Undergraduate Students: Preliminary Findings From a Mobile App–Based Depression Assessment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Depression (economics); Psychology; Mobile apps; Schema (genetic algorithms); Clinical psychology; mHealth; Applied psychology; Psychiatry; Computer science; Psychological intervention; Information retrieval; World Wide Web","score_opus":0.023943236647941218,"score_gpt":0.43958227959466917,"score_spread":0.41563904294672793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955311392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907924,0.00041267707,0.00022711154,0.0009410128,0.00067231397,0.0056467294,0.00042557044,0.00035656517,0.0005256525],"genre_scores_gemma":[0.99120677,0.000013633299,0.0017183408,0.0017205111,0.00008998152,0.0033819077,0.00050370244,0.000106269275,0.0012589149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953365,0.00070781115,0.0010324506,0.0012506177,0.0005844589,0.0010881822],"domain_scores_gemma":[0.99637663,0.00079793966,0.0006116262,0.0008868639,0.00007088466,0.0012560623],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014535468,0.00042540778,0.0006075237,0.00034444957,0.0004921503,0.00012492221,0.00048641762,0.0003784937,0.00037288005],"category_scores_gemma":[0.000029030954,0.0003994676,0.0001486286,0.00023643262,0.00007397265,0.0004413271,0.00019633185,0.000485922,0.00046275547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027671313,0.01064529,0.9153167,0.0027591719,0.00017778376,0.00003286215,0.0032274644,0.000009996897,0.00055686716,0.0007460374,0.012288201,0.026568284],"study_design_scores_gemma":[0.0065344437,0.009507647,0.97689015,0.000629272,0.000094043324,0.000016391563,0.0006182105,0.0009171781,0.00023530661,0.0010628257,0.0030627262,0.0004317924],"about_ca_topic_score_codex":0.00047556456,"about_ca_topic_score_gemma":0.000022148104,"teacher_disagreement_score":0.061573435,"about_ca_system_score_codex":0.00051693857,"about_ca_system_score_gemma":0.00049230753,"threshold_uncertainty_score":0.99984574},"labels":[],"label_agreement":null},{"id":"W2955750628","doi":"10.2196/12137","title":"Comparing the Efficacy of an Identical, Tailored Smoking Cessation Intervention Delivered by Mobile Text Messaging Versus Email: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Randomized controlled trial; Norwegian; mHealth; Psychological intervention; Population; Family medicine; Intervention (counseling); Phone; Mobile phone; Physical therapy; Nursing; Environmental health; Internal medicine","score_opus":0.04544722450404163,"score_gpt":0.38853866383158775,"score_spread":0.3430914393275461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955750628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165946,0.00045575172,0.00019264505,0.00022306707,0.0007550432,0.006339049,0.0000033725653,0.00006072816,0.0003108665],"genre_scores_gemma":[0.9988918,0.00015830554,0.000021047226,0.000099845434,0.00013098939,0.00044468674,0.00016174217,0.000022825347,0.00006879207],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969798,0.000690649,0.001150749,0.0003300685,0.0005171272,0.00033161262],"domain_scores_gemma":[0.99777216,0.0007889929,0.0007847029,0.00031094547,0.00013432058,0.00020887097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030545476,0.00019132724,0.0012455437,0.00014579984,0.00020962981,0.00005613382,0.00010223048,0.00013032553,0.000111265166],"category_scores_gemma":[0.00020969752,0.00013018152,0.00023786038,0.00018770431,0.00011671211,0.00018807204,0.000029734578,0.00032392723,0.0000020381876],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.980672,0.0006555064,0.011234899,0.0005558385,0.000114316994,9.658634e-7,0.0013873819,0.00002453236,0.00012599253,0.00028964688,0.00010088628,0.004838021],"study_design_scores_gemma":[0.9529423,0.001380076,0.038550224,0.00023511986,0.0008461052,0.0000043470045,0.0013719436,0.0043914095,0.00010969086,0.000029077153,0.000027019403,0.00011267469],"about_ca_topic_score_codex":0.0005539382,"about_ca_topic_score_gemma":0.000018416478,"teacher_disagreement_score":0.0277297,"about_ca_system_score_codex":0.0001420953,"about_ca_system_score_gemma":0.00013794082,"threshold_uncertainty_score":0.53086483},"labels":[],"label_agreement":null},{"id":"W2955750828","doi":"10.2196/13971","title":"A Comparison of Functional Features in Chinese and US Mobile Apps for Diabetes Self-Management: A Systematic Search in App Stores and Content Analysis","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; mHealth; Computer science; App store; Internet privacy; Diabetes mellitus; World Wide Web; Psychology; Medicine; Psychological intervention; Psychiatry","score_opus":0.15757263094304177,"score_gpt":0.5144148616453286,"score_spread":0.3568422307022868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955750828","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0436032,0.9192229,0.00003356423,0.00016818504,0.00020226998,0.036238905,0.00037181829,0.000059623315,0.0000995145],"genre_scores_gemma":[0.032188956,0.91039455,0.00034021144,0.0004130839,0.000101961654,0.055829704,0.0004773301,0.000065605615,0.00018860173],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99179363,0.001574176,0.0036191621,0.0011147344,0.00044209996,0.00145617],"domain_scores_gemma":[0.99326307,0.0032283808,0.001778883,0.0006557689,0.00018023106,0.0008936719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037120546,0.0006403197,0.005582855,0.0020792854,0.0005863077,0.000021629343,0.00022280317,0.0007091977,0.000012762541],"category_scores_gemma":[0.00010638465,0.000492672,0.00022229986,0.0017839764,0.00011510098,0.00009550301,0.00019024883,0.0014283446,0.0000070909155],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010318771,0.0003125826,0.090048924,0.85168755,0.0001930687,5.576029e-7,0.0014039195,0.000008227053,3.361454e-8,0.0012159465,0.00028226868,0.054743752],"study_design_scores_gemma":[0.012677118,0.0020221488,0.5188205,0.17419757,0.009176398,0.00001247916,0.009043515,0.005903083,4.2299884e-8,0.00028234784,0.26606908,0.0017957105],"about_ca_topic_score_codex":0.0006575935,"about_ca_topic_score_gemma":0.0019534442,"teacher_disagreement_score":0.67749,"about_ca_system_score_codex":0.00054250297,"about_ca_system_score_gemma":0.0014880006,"threshold_uncertainty_score":0.9997525},"labels":[],"label_agreement":null},{"id":"W2957851642","doi":"10.2196/12587","title":"Exploring the Impact of a Mobile Health Solution for Postpartum Pelvic Floor Muscle Training: Pilot Randomized Controlled Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Pelvic Floor Muscle; mHealth; Pelvic floor; Physical therapy; Medicine; Postpartum period; Randomized controlled trial; Physical medicine and rehabilitation; Intervention (counseling); Distress; Nursing; Psychological intervention; Pregnancy; Surgery; Clinical psychology","score_opus":0.15362681614110532,"score_gpt":0.41291102282509085,"score_spread":0.25928420668398555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957851642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547394,0.001983204,0.00005784326,0.001471202,0.0002762344,0.041212063,0.000056631477,0.000076475386,0.00012697697],"genre_scores_gemma":[0.99108154,0.000695113,0.00016243583,0.0003728167,0.000101587655,0.00737385,0.00005306784,0.000044138982,0.00011544189],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958614,0.0008751083,0.0013602672,0.00058909843,0.0004147781,0.0008993521],"domain_scores_gemma":[0.996992,0.00081769703,0.0007703201,0.0006318806,0.00018912167,0.00059898134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004625798,0.00036754645,0.0029009029,0.0002011296,0.00031599484,0.00001900394,0.00011704297,0.00005421089,0.000040704173],"category_scores_gemma":[0.00034492795,0.00021132932,0.0005139874,0.0002764074,0.00013836152,0.0001559686,0.00003524256,0.00028535124,0.000009030267],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8752493,0.01093277,0.032922465,0.0046101348,0.0009948933,0.0000037685677,0.036900733,0.00005653424,0.0001484898,0.0000914376,0.00036352812,0.03772593],"study_design_scores_gemma":[0.6030629,0.028901156,0.35890332,0.00017563993,0.00036381473,0.000014391291,0.004810302,0.0034741645,0.000001744656,0.00012275837,0.000014945892,0.00015486543],"about_ca_topic_score_codex":0.0028587633,"about_ca_topic_score_gemma":0.00014801057,"teacher_disagreement_score":0.32598084,"about_ca_system_score_codex":0.00051205285,"about_ca_system_score_gemma":0.002106811,"threshold_uncertainty_score":0.861776},"labels":[],"label_agreement":null},{"id":"W2958834164","doi":"10.2196/13725","title":"Using Wearable Physiological Monitors With Suicidal Adolescent Inpatients: Feasibility and Acceptability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Wearable computer; Wearable technology; mHealth; Activity monitor; Psychology; Distress; Applied psychology; Qualitative research; Medicine; Clinical psychology; Physical therapy; Physical activity; Psychiatry; Psychological intervention; Computer science","score_opus":0.16817283622984586,"score_gpt":0.47239757142759975,"score_spread":0.3042247351977539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958834164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99453455,0.0005683064,0.000012209406,0.00022390655,0.0006282599,0.0032996954,0.000047606667,0.00008188348,0.0006035692],"genre_scores_gemma":[0.9989982,0.000012316786,0.00019927934,0.00046490622,0.00007004291,0.00010755637,0.000007914614,0.000024513278,0.0001152546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969761,0.00047719284,0.0006485556,0.0008499988,0.00027023494,0.00077794585],"domain_scores_gemma":[0.9984484,0.00007042262,0.0002621918,0.00050767226,0.00006984499,0.0006415158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006387223,0.00026670666,0.00048667728,0.00009406696,0.00028111652,0.000046724,0.00012977204,0.00012195987,0.0002372254],"category_scores_gemma":[0.000016828037,0.00020682368,0.000045644498,0.00024607478,0.00017944064,0.00022662565,0.000121795165,0.00044327776,0.000053401847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001053284,0.004213458,0.9848422,0.00092192227,0.0000162482,0.0000031953464,0.00095572625,0.0000019207448,0.000002744137,0.00016387427,0.00006410138,0.00776133],"study_design_scores_gemma":[0.002411386,0.006115871,0.9875001,0.0000719571,0.000023886249,0.000014914975,0.0033618584,0.000051429215,0.000002955173,0.00020397457,0.00006270725,0.00017896069],"about_ca_topic_score_codex":0.0015336213,"about_ca_topic_score_gemma":0.0002003059,"teacher_disagreement_score":0.0075823693,"about_ca_system_score_codex":0.00034179984,"about_ca_system_score_gemma":0.00014445785,"threshold_uncertainty_score":0.84340245},"labels":[],"label_agreement":null},{"id":"W2959673803","doi":"10.2196/14120","title":"Heart Rate Measures From Wrist-Worn Activity Trackers in a Laboratory and Free-Living Setting: Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; Singapore Population Health Improvement Centre; National University Health System; National University of Singapore","keywords":"Intraclass correlation; Activity tracker; Heart rate; Decile; Physical therapy; Medicine; Statistics; Physical medicine and rehabilitation; Psychology; Physical activity; Mathematics; Internal medicine; Blood pressure; Reproducibility","score_opus":0.05705647399939128,"score_gpt":0.37631044521353385,"score_spread":0.31925397121414256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959673803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922211,0.0003232634,0.000010646019,0.0054242415,0.000120699704,0.0016653577,0.00005486385,0.00007040834,0.00010938418],"genre_scores_gemma":[0.9975905,0.00017363034,0.00012403076,0.001787309,0.00019952195,0.000054856344,0.000011711469,0.000025997417,0.000032447682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974878,0.0006564554,0.0003821506,0.0005909302,0.00033298286,0.0005496697],"domain_scores_gemma":[0.99820185,0.00055315986,0.00019040784,0.00038254948,0.00006629523,0.0006057683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015634932,0.00022285515,0.0007158878,0.00015811852,0.00019816286,0.000036716883,0.00006323869,0.00013406384,0.00002336884],"category_scores_gemma":[0.00017265703,0.00020528039,0.00003252976,0.00031919172,0.000057570032,0.00030290984,0.000058016558,0.0007215588,0.000015848475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016664605,0.0031430917,0.96936923,0.0022232782,0.000032248965,0.000011319255,0.008273928,0.0000032137004,0.0038930217,0.000056463385,0.00072030385,0.010607462],"study_design_scores_gemma":[0.0025596106,0.0013933379,0.9931888,0.00024743375,0.000043242897,0.0000030972678,0.0012184993,0.00034776903,0.00014512455,0.00018028388,0.0005115814,0.00016119951],"about_ca_topic_score_codex":0.0032413427,"about_ca_topic_score_gemma":0.0008222118,"teacher_disagreement_score":0.023819612,"about_ca_system_score_codex":0.00020617979,"about_ca_system_score_gemma":0.00072253315,"threshold_uncertainty_score":0.8371091},"labels":[],"label_agreement":null},{"id":"W2962698302","doi":"10.2196/12113","title":"Effect of 5-Minute Movies Shown via a Mobile Phone App on Risk Factors and Mortality After Stroke in a Low- to Middle-Income Country: Randomized Controlled Trial for the Stroke Caregiver Dyad Education Intervention (Movies4Stroke)","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Stroke (engine); Mobile phone; Medicine; Phone; mHealth; Gerontology; Physical therapy; Computer science; Nursing; Psychological intervention; Internal medicine; Telecommunications; Engineering","score_opus":0.012071044397009963,"score_gpt":0.34401248311123067,"score_spread":0.3319414387142207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962698302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97080714,0.0023512791,0.00011089987,0.00021039562,0.0012291749,0.024979336,0.00023755348,0.000024227213,0.000049990216],"genre_scores_gemma":[0.99228096,0.0007544239,0.0000477338,0.00022093825,0.00018981242,0.0058093285,0.00004516468,0.000024221714,0.00062741095],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99686795,0.000878554,0.0010550405,0.0004410746,0.00037466513,0.0003827011],"domain_scores_gemma":[0.99482244,0.0038414614,0.00057053694,0.00034242246,0.00012557338,0.00029759097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030645186,0.00031436404,0.0019632957,0.0003653398,0.00009614069,0.00002471292,0.00006892193,0.00017030451,0.00004122788],"category_scores_gemma":[0.0005755928,0.00017712938,0.00044824794,0.00016232894,0.00016146804,0.0000897121,0.000026154597,0.00030983682,0.0000032972869],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8855148,0.00048446606,0.10038857,0.0059864693,0.00020615292,3.699085e-7,0.0027511215,0.000014005974,0.000028685881,0.000024022907,0.000034288565,0.004567059],"study_design_scores_gemma":[0.8068102,0.009153292,0.17892134,0.0010224194,0.0006611419,0.000002270139,0.0019512959,0.0010364818,0.00009036026,0.000019586472,0.0001611749,0.00017042855],"about_ca_topic_score_codex":0.0014098058,"about_ca_topic_score_gemma":0.00028240573,"teacher_disagreement_score":0.07870457,"about_ca_system_score_codex":0.00023251935,"about_ca_system_score_gemma":0.00033752684,"threshold_uncertainty_score":0.7223126},"labels":[],"label_agreement":null},{"id":"W2962808436","doi":"10.2196/12768","title":"Behavior Change Techniques Incorporated in Fitness Trackers: Content Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; BitTorrent tracker; Content analysis; Computer science; Physical activity; Artificial intelligence; Physical medicine and rehabilitation; Medicine; Eye tracking","score_opus":0.22395647222565354,"score_gpt":0.4314338384385663,"score_spread":0.20747736621291277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962808436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99237895,0.0002964126,0.000016745762,0.0040927883,0.00006377309,0.0026646454,0.000033711218,0.00011134362,0.0003416387],"genre_scores_gemma":[0.9948098,0.00061002554,0.0003151075,0.0032102678,0.00014377783,0.0006589548,0.00010359599,0.000019052462,0.00012943125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981214,0.000114586845,0.0004903188,0.00044360632,0.00026120417,0.00056890835],"domain_scores_gemma":[0.9987115,0.000063755244,0.00022579165,0.00030424795,0.000083604165,0.0006110966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046992724,0.00019513596,0.000914051,0.00048607888,0.00008292582,0.0000136980525,0.0000653159,0.00017958935,0.00006276245],"category_scores_gemma":[0.000012731979,0.00016512936,0.00009262603,0.0011240974,0.00006298393,0.0002011728,0.00002946981,0.0005211181,0.000026403559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007438381,0.002522896,0.92510784,0.0025110368,0.000048396967,0.000039068254,0.0012623075,2.3591642e-7,0.00044184132,0.00078448246,0.00010656545,0.066431515],"study_design_scores_gemma":[0.0013075839,0.0013990899,0.9951945,0.00014575063,0.00025637884,0.000012115791,0.0002793706,0.00029821313,0.00014338517,0.000089393594,0.00071958016,0.00015466163],"about_ca_topic_score_codex":0.003149253,"about_ca_topic_score_gemma":0.0008698831,"teacher_disagreement_score":0.07008666,"about_ca_system_score_codex":0.00024090531,"about_ca_system_score_gemma":0.00032693695,"threshold_uncertainty_score":0.673378},"labels":[],"label_agreement":null},{"id":"W2962870538","doi":"10.2196/14641","title":"Development of a Mobile Phone App for Measuring Striking Response Time in Combat Sports: Cross-Sectional Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sports Performance and Training","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Federal do Pará; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Intraclass correlation; Response time; Reliability (semiconductor); Validity; Correlation; Pearson product-moment correlation coefficient; Simulation; Correlation coefficient; Psychology; Computer science; Statistics; Mathematics; Reproducibility; Psychometrics; Computer graphics (images)","score_opus":0.07760386611437341,"score_gpt":0.3992864676305536,"score_spread":0.32168260151618017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962870538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99749595,0.00011217559,0.000017015158,0.000025654577,0.000120220655,0.0021261151,0.0000043720706,0.000033243185,0.00006523423],"genre_scores_gemma":[0.99829245,0.000015854876,0.0010953316,0.00007904546,0.000059262922,0.00021486994,0.000047097903,0.000017781518,0.00017831351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983069,0.000020997577,0.00072203274,0.0002826266,0.0003433062,0.00032414228],"domain_scores_gemma":[0.99929553,0.00006309699,0.0002475766,0.00015046718,0.00009182222,0.00015149244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025494006,0.00012083206,0.000365687,0.00026900307,0.00012682664,0.000010852012,0.000037425492,0.000070463284,0.00005183424],"category_scores_gemma":[0.000017753486,0.000112704634,0.000028756143,0.00020610746,0.0000204491,0.00010919489,0.000017712404,0.00016246746,0.0000049352006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046175546,0.00041428962,0.98119396,0.0009563556,0.000011298907,0.00000277391,0.005756719,0.000037873622,0.00044371252,0.0000042164797,0.0000061913875,0.006555035],"study_design_scores_gemma":[0.004869473,0.0007698416,0.9913519,0.00017004737,0.00001153974,0.000013383256,0.0015470008,0.00032840163,0.00032727464,0.000004475196,0.0005180492,0.000088626635],"about_ca_topic_score_codex":0.000018977884,"about_ca_topic_score_gemma":0.000010432446,"teacher_disagreement_score":0.010157906,"about_ca_system_score_codex":0.00017831892,"about_ca_system_score_gemma":0.0008741539,"threshold_uncertainty_score":0.45959616},"labels":[],"label_agreement":null},{"id":"W2962882669","doi":"10.2196/15046","title":"Authorship Correction: A Community-Based Short Message Service Intervention to Improve Mothers’ Feeding Practices for Obesity Prevention: Quasi-Experimental Study","year":2019,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Short Message Service; Intervention (counseling); Obesity; Psychology; Service (business); Medicine; Computer science; Nursing; Telecommunications; Business","score_opus":0.30522475723581693,"score_gpt":0.5422068892145199,"score_spread":0.23698213197870294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962882669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7255584,0.0022056452,0.0019027061,0.027847413,0.15769173,0.06645733,0.0019134603,0.0012014509,0.015221829],"genre_scores_gemma":[0.90069956,0.00018274513,0.0008518506,0.012381047,0.0046314755,0.008036424,0.0033528276,0.00027314978,0.069590926],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885464,0.0056258095,0.0022249215,0.0011803221,0.00080839574,0.0016141541],"domain_scores_gemma":[0.99262035,0.0014799348,0.0028241822,0.0011655559,0.0006390726,0.0012709195],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0076159933,0.00078459893,0.0015099641,0.0006846285,0.006724789,0.00011781387,0.0006522221,0.0015848199,0.00023923145],"category_scores_gemma":[0.00053147506,0.0008360581,0.00027042895,0.0007687803,0.00006228854,0.00048490305,0.00039947924,0.006679625,0.00015078574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037835685,0.016707992,0.019180683,0.06738356,0.00021397565,0.0000039336,0.09433443,0.00001422257,0.0000070696974,0.00046534016,0.79568756,0.0022176728],"study_design_scores_gemma":[0.011703498,0.047488388,0.07950236,0.010259653,0.0012878614,0.000009570656,0.23423399,0.0060423003,0.0000074401282,0.00044821942,0.60680366,0.0022130504],"about_ca_topic_score_codex":0.013298451,"about_ca_topic_score_gemma":0.030420678,"teacher_disagreement_score":0.18888389,"about_ca_system_score_codex":0.0013819401,"about_ca_system_score_gemma":0.0035044986,"threshold_uncertainty_score":0.99971133},"labels":[],"label_agreement":null},{"id":"W2962906838","doi":"10.2196/12306","title":"Feasibility and Health Benefits of an Individualized Physical Activity Intervention in Women With Metastatic Breast Cancer: Intervention Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Ligue Contre le Cancer; Agence Nationale de la Recherche","keywords":"Medicine; Breast cancer; Physical therapy; McNemar's test; Quality of life (healthcare); Activity tracker; Body mass index; Anthropometry; Cancer; Internal medicine; Physical activity","score_opus":0.06689539389987717,"score_gpt":0.4241253847704079,"score_spread":0.35722999087053076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962906838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955115,0.0009232649,0.0000067915,0.00090174243,0.000087588516,0.0023880713,0.00014152183,0.000026999694,0.00001253765],"genre_scores_gemma":[0.9991873,0.00026452448,0.00002642057,0.00021555652,0.00004157598,0.00020870606,0.000020525164,0.000019473298,0.00001595491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979355,0.00042850213,0.0004056067,0.00048804766,0.0003296279,0.00041272395],"domain_scores_gemma":[0.998773,0.00003543943,0.00036921407,0.00028517868,0.00007850356,0.0004586744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013801345,0.0001908572,0.0007897025,0.00018827258,0.00005958633,0.000016215377,0.000054108892,0.000041043077,0.000030545576],"category_scores_gemma":[0.0000051056495,0.00015351456,0.000040782023,0.00033313167,0.000056637004,0.00021792557,0.00004330068,0.0002963125,5.776931e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055206763,0.004116419,0.58698285,0.005913416,0.00003835318,0.0000014871746,0.015567913,0.000002827209,0.0000042046076,0.0000316891,0.0000038989024,0.38181627],"study_design_scores_gemma":[0.009700937,0.0077568344,0.9721597,0.0006196717,0.000053681542,0.000021303178,0.009358173,0.00016355194,0.0000060217103,0.0000446337,0.000008176051,0.00010730976],"about_ca_topic_score_codex":0.02086142,"about_ca_topic_score_gemma":0.025009297,"teacher_disagreement_score":0.38517684,"about_ca_system_score_codex":0.0005205812,"about_ca_system_score_gemma":0.00034359997,"threshold_uncertainty_score":0.99278176},"labels":[],"label_agreement":null},{"id":"W2962951132","doi":"10.2196/13005","title":"Research and Implementation Lessons Learned From a Youth-Targeted Digital Health Randomized Controlled Trial (the ARMADILLO Study)","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Armadillo; Randomized controlled trial; Digital health; Psychology; Computer science; Medicine; Health care; Biology; Political science; Ecology","score_opus":0.19751448701061505,"score_gpt":0.5521549630320001,"score_spread":0.35464047602138504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962951132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8527818,0.003364995,0.00007352767,0.05125492,0.0010759138,0.0896929,0.00038913058,0.0001981837,0.0011686787],"genre_scores_gemma":[0.9438904,0.007453426,0.00007901016,0.0060361633,0.00091414485,0.04005359,0.0005065637,0.0000847886,0.0009819384],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9832102,0.007859142,0.003657435,0.0014068472,0.001186112,0.0026802854],"domain_scores_gemma":[0.98617184,0.008317152,0.0017989323,0.0011035134,0.0005164797,0.0020920741],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.018685348,0.00053260854,0.0029318228,0.0005327283,0.0048771147,0.00013971848,0.00039917897,0.00034596882,0.0004224107],"category_scores_gemma":[0.0005398223,0.0003607431,0.00018388973,0.00089577783,0.000398108,0.00030346817,0.00028229805,0.0026744131,0.00029632106],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.86560464,0.0011252265,0.011329527,0.0015418491,0.00016415026,0.0000015777744,0.03496722,0.0000016159086,0.0000023781847,0.011494332,0.005286849,0.068480626],"study_design_scores_gemma":[0.8958706,0.0023844228,0.01216341,0.00013810524,0.0001125925,0.0000014231439,0.07163907,0.0002471073,2.0675407e-7,0.004945663,0.012217881,0.0002794935],"about_ca_topic_score_codex":0.01114887,"about_ca_topic_score_gemma":0.0020402747,"teacher_disagreement_score":0.09110863,"about_ca_system_score_codex":0.0005397343,"about_ca_system_score_gemma":0.005554979,"threshold_uncertainty_score":0.9998844},"labels":[],"label_agreement":null},{"id":"W2962980504","doi":"10.2196/13722","title":"Opportunities and Pitfalls in Applying Emotion Recognition Software for Persons With a Visual Impairment: Simulated Real Life Conversations","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Facial expression; Gesture; Nonverbal communication; Emotion recognition; Disgust; Session (web analytics); Cognitive psychology; Communication; Computer science; Social psychology; Artificial intelligence; Anger","score_opus":0.11687811637519022,"score_gpt":0.3680724693232696,"score_spread":0.25119435294807935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962980504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963591,0.000012668696,0.00018490116,0.0012642473,0.00012634203,0.0016482775,0.00012594183,0.000089062174,0.00018944417],"genre_scores_gemma":[0.997169,0.00053874275,0.00013635067,0.0016951867,0.00005096878,0.0001291471,0.00006406023,0.000020016016,0.0001964993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987568,0.00011254068,0.00027304594,0.0003619217,0.00013362739,0.00036204577],"domain_scores_gemma":[0.9989354,0.00044290407,0.00016771145,0.00009478856,0.00005880809,0.00030038945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011174725,0.0001409367,0.00020770401,0.00022515279,0.0003254333,0.0000542028,0.0000341652,0.00007958838,0.000033847642],"category_scores_gemma":[0.000094259136,0.000130564,0.000021078822,0.00017882761,0.000057981768,0.00036493788,0.000012647261,0.00019315728,0.000008610686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02540639,0.008348887,0.3886533,0.02923678,0.00019715025,0.00018639571,0.200358,0.0018352743,0.02739178,0.012259865,0.005715826,0.30041033],"study_design_scores_gemma":[0.043902796,0.027699182,0.5110363,0.0026595795,0.00049377955,0.00079569936,0.16387366,0.22280216,0.003359059,0.0019369156,0.017554209,0.0038866703],"about_ca_topic_score_codex":0.00037654475,"about_ca_topic_score_gemma":0.00013250658,"teacher_disagreement_score":0.29652366,"about_ca_system_score_codex":0.0000879113,"about_ca_system_score_gemma":0.00031373624,"threshold_uncertainty_score":0.53242457},"labels":[],"label_agreement":null},{"id":"W2963133337","doi":"10.2196/14991","title":"German Mobile Apps in Rheumatology: Review and Analysis Using the Mobile Application Rating Scale (MARS)","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"German; Mobile apps; App store; Android (operating system); Medicine; Internet privacy; Rating scale; World Wide Web; Computer science; Psychology","score_opus":0.04264117270296945,"score_gpt":0.46958798578620004,"score_spread":0.42694681308323057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963133337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92834616,0.048262503,0.0005132226,0.003284593,0.00024030624,0.018620107,0.00007037208,0.00012410621,0.00053865183],"genre_scores_gemma":[0.8580023,0.103023745,0.00078745704,0.010938786,0.00009178851,0.026623264,0.00017233162,0.000054564247,0.00030577776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99443805,0.0010905594,0.0018992316,0.00090571743,0.00029223855,0.0013741745],"domain_scores_gemma":[0.996151,0.00085065945,0.0010514567,0.0009615953,0.00016134071,0.0008239896],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003554622,0.00033878812,0.0012017206,0.00038586083,0.0015596518,0.000015961781,0.00026042238,0.00033828148,0.0001851538],"category_scores_gemma":[0.000046273854,0.0002656368,0.000083685525,0.0017922369,0.00014509658,0.00016439082,0.00016057427,0.0012663519,0.0001036961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012169947,0.00025580492,0.8599067,0.07199691,0.000056733796,8.520368e-7,0.004980217,0.00009646125,0.000045043573,0.004364558,0.0030711994,0.055103853],"study_design_scores_gemma":[0.0063274833,0.0008018821,0.50361705,0.004584707,0.0020182037,0.00008822719,0.010643407,0.05013567,0.0000047823582,0.0014679609,0.41877148,0.0015391547],"about_ca_topic_score_codex":0.0020097743,"about_ca_topic_score_gemma":0.0010159842,"teacher_disagreement_score":0.4157003,"about_ca_system_score_codex":0.00031842673,"about_ca_system_score_gemma":0.001096136,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W2963163130","doi":"10.2196/14534","title":"Accuracy of the Multisensory Wristwatch Polar Vantage's Estimation of Energy Expenditure in Various Activities: Instrument Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Energy expenditure; Accelerometer; Computer science; Polar; Estimation; Psychology; Medicine; Engineering","score_opus":0.041257817433029656,"score_gpt":0.3724029818217847,"score_spread":0.3311451643887551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963163130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970781,0.000117989606,0.00006732948,0.0010246707,0.00014665954,0.0013380167,0.000026492604,0.000015196703,0.00018551905],"genre_scores_gemma":[0.9990915,0.00025993647,0.00015196772,0.00032270624,0.00005173119,0.00003742634,0.000022213582,0.000013701343,0.000048786747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982669,0.000266158,0.00053114054,0.00026455548,0.0003767833,0.00029447986],"domain_scores_gemma":[0.9986898,0.00025413165,0.0004967335,0.00035535777,0.000035556543,0.00016846921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036131422,0.00014757607,0.00056737923,0.00013046073,0.00009242815,0.000005653794,0.000079732876,0.000100588826,0.00001884337],"category_scores_gemma":[0.000045317352,0.000108068365,0.000050770617,0.0002278251,0.000052781867,0.0001856551,0.00004744652,0.0003378271,0.0000015097105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003612958,0.017151294,0.7342923,0.015150808,0.000098734825,0.0000087725,0.032798357,0.0003842856,0.0059905685,0.004348404,0.0002728137,0.18589069],"study_design_scores_gemma":[0.0045324503,0.0026730702,0.9825632,0.0004059981,0.00006329421,0.0000118331345,0.003003328,0.0025694193,0.0032704647,0.0005411337,0.00022721887,0.00013859819],"about_ca_topic_score_codex":0.004850734,"about_ca_topic_score_gemma":0.00030172872,"teacher_disagreement_score":0.24827088,"about_ca_system_score_codex":0.00018964033,"about_ca_system_score_gemma":0.0005797175,"threshold_uncertainty_score":0.7332891},"labels":[],"label_agreement":null},{"id":"W2963394404","doi":"10.2196/13829","title":"Health-Related Quality of Life Before and After Use of a Smartphone App for Adolescents and Young Adults With Cancer: Pre-Post Interventional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"TrygFonden","keywords":"mHealth; Medicine; Quality of life (healthcare); Survivorship curve; Young adult; Population; Informed consent; Cancer survivorship; Cancer; Test (biology); Gerontology; Family medicine; Physical therapy; Psychological intervention; Alternative medicine; Psychiatry; Nursing","score_opus":0.040222239033806416,"score_gpt":0.3760232725998228,"score_spread":0.3358010335660164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963394404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988592,0.003064672,0.000022347613,0.0028974724,0.00018108997,0.004685994,0.0005234078,0.000030169329,0.0000028074394],"genre_scores_gemma":[0.9975254,0.0004452683,0.00030926743,0.0012515027,0.000070630245,0.00021180668,0.00006982873,0.00003443888,0.000081870014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684227,0.00028858997,0.0014257509,0.00054715225,0.00046603757,0.0004302061],"domain_scores_gemma":[0.99758637,0.000118177355,0.00097145414,0.0003304618,0.00028254,0.0007109965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011830089,0.00024862814,0.0012040907,0.00015259221,0.000091467715,0.000013021252,0.000054993157,0.000108912376,0.000017184933],"category_scores_gemma":[0.00009351066,0.00020408748,0.00007080491,0.00017899397,0.00015776548,0.00014964958,0.00006400277,0.00026971247,4.0983647e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019287907,0.0016124542,0.9221372,0.035168417,0.00010254701,6.512593e-7,0.016584232,4.635922e-7,0.0000027902265,0.000028360453,0.00011270212,0.0049622683],"study_design_scores_gemma":[0.013134766,0.011653055,0.96906745,0.0033727456,0.00007908781,0.000012862813,0.002414898,0.000070052345,0.0000016985164,0.000017223769,0.00003662022,0.00013953968],"about_ca_topic_score_codex":0.026605207,"about_ca_topic_score_gemma":0.036738377,"teacher_disagreement_score":0.046930242,"about_ca_system_score_codex":0.00009643392,"about_ca_system_score_gemma":0.00088136963,"threshold_uncertainty_score":0.98083866},"labels":[],"label_agreement":null},{"id":"W2963425021","doi":"10.2196/14172","title":"A Tablet-Based App for Carpal Tunnel Syndrome Screening: Diagnostic Case-Control Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Precursory Research for Embryonic Science and Technology; Japan Science and Technology Agency","keywords":"Carpal tunnel syndrome; Thumb; Medicine; Median nerve; Physical medicine and rehabilitation; Atrophy; Physical therapy; Carpal tunnel; Physical examination; Surgery; Pathology","score_opus":0.03659895983401455,"score_gpt":0.35445004625526944,"score_spread":0.31785108642125487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963425021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859984,0.0013829679,0.0009375512,0.0033569941,0.0002229963,0.0076806946,0.00017449952,0.00014596868,0.000099941164],"genre_scores_gemma":[0.9917006,0.00002854462,0.0005318413,0.006364305,0.00012269533,0.000842264,0.000051971885,0.000066061344,0.0002917377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742764,0.00014612517,0.0005470366,0.00062760594,0.00031898453,0.0009326252],"domain_scores_gemma":[0.997594,0.0007813992,0.00018894,0.00046325734,0.00012186247,0.0008505247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007275382,0.0003102731,0.00080966024,0.00018196474,0.0002672533,0.000029264313,0.00009059065,0.0001435352,0.00011234349],"category_scores_gemma":[0.0002539255,0.00027250272,0.00011418656,0.00026078575,0.0000549786,0.00008674888,0.000020120882,0.00035132433,0.000024710573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004400921,0.0025724436,0.95319784,0.008823983,0.0002014735,0.0019706849,0.0016764406,0.00019165351,0.000055786953,0.00014624021,0.0034881104,0.02327444],"study_design_scores_gemma":[0.030288937,0.011333394,0.9440113,0.0002235523,0.00039251166,0.0014361555,0.0025227487,0.007684535,0.0000016639328,0.000032986572,0.0016933032,0.00037894776],"about_ca_topic_score_codex":0.001251906,"about_ca_topic_score_gemma":0.00038622803,"teacher_disagreement_score":0.025888015,"about_ca_system_score_codex":0.0001276293,"about_ca_system_score_gemma":0.00062049757,"threshold_uncertainty_score":0.9999727},"labels":[],"label_agreement":null},{"id":"W2963498005","doi":"10.2196/12983","title":"The Continued Use of Mobile Health Apps: Insights From a Longitudinal Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":366,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; mHealth; Longitudinal study; Psychology; Computer science; Internet privacy; Medicine; World Wide Web; Psychological intervention; Nursing","score_opus":0.11666962768445592,"score_gpt":0.4686464887041403,"score_spread":0.35197686101968434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963498005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96256936,0.008573624,0.000089825546,0.0022749228,0.001145661,0.024504626,0.00019958233,0.00017900701,0.0004634043],"genre_scores_gemma":[0.9694008,0.007830759,0.00039781615,0.004317817,0.00041316837,0.016480837,0.00011283637,0.00007366234,0.0009722524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99144197,0.0020483457,0.002935357,0.0010384854,0.0006975194,0.0018383055],"domain_scores_gemma":[0.99068916,0.003558924,0.002079275,0.0015396368,0.00040990036,0.0017230945],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002101447,0.00045157032,0.001318093,0.00023349343,0.0030983086,0.00003781691,0.00043418314,0.0003057298,0.00015578838],"category_scores_gemma":[0.00016561589,0.0003248815,0.00010511352,0.0007197905,0.00020588825,0.0002604135,0.00022364383,0.0015200007,0.0002869317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013376888,0.0013415086,0.83987236,0.0040874328,0.00007450906,0.000002785594,0.012691429,0.000008334417,0.00001671063,0.015712617,0.019911187,0.10494341],"study_design_scores_gemma":[0.0033561816,0.0023239884,0.6588605,0.0003042398,0.00004081424,0.0000018629984,0.009330968,0.00019826743,0.0000010325232,0.0006974852,0.3246401,0.00024454613],"about_ca_topic_score_codex":0.013817711,"about_ca_topic_score_gemma":0.0065878886,"teacher_disagreement_score":0.3047289,"about_ca_system_score_codex":0.00040727272,"about_ca_system_score_gemma":0.0039655063,"threshold_uncertainty_score":0.9999203},"labels":[],"label_agreement":null},{"id":"W2963609261","doi":"10.2196/12200","title":"Design and Development of Smoking Cessation Apps Based on Smokers’ and Providers’ Perspectives in China: Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Smoking cessation; Family medicine; Medicine; Health care; mHealth; China; Nicotine; Nursing; Psychological intervention; Psychiatry","score_opus":0.10293687590637321,"score_gpt":0.38329610381741663,"score_spread":0.2803592279110434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963609261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99735934,0.0001647502,0.00033218152,0.0002473476,0.00004764431,0.00178889,0.0000022139363,0.000019228966,0.000038393802],"genre_scores_gemma":[0.9993257,0.00006246383,0.00039361053,0.00010825128,0.000012250835,0.00005435863,0.000019111605,0.0000142296885,0.000010027144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985402,0.0002709548,0.00033818532,0.00035156938,0.00027870288,0.00022039],"domain_scores_gemma":[0.99935347,0.00014659681,0.00016172585,0.000134737,0.00005541144,0.00014805222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017687669,0.00013691897,0.00031217502,0.00025971892,0.0001059047,0.000016405378,0.000025265941,0.00007960195,0.000009369796],"category_scores_gemma":[0.000042201667,0.0001185336,0.000007899136,0.00018301897,0.00003790854,0.000076748845,0.000013896303,0.0002059038,1.969594e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005624257,0.00041432946,0.96450907,0.0005591411,0.000006189911,0.0000014165029,0.023592623,0.000012372636,0.000016286827,0.00001188133,0.00000702828,0.0103072515],"study_design_scores_gemma":[0.0036566947,0.0012382433,0.98639995,0.0001715952,0.000022743012,0.0000023881898,0.0077949716,0.0005688288,0.000038318445,0.000008249842,0.0000047613653,0.00009325454],"about_ca_topic_score_codex":0.0006021474,"about_ca_topic_score_gemma":0.00013162316,"teacher_disagreement_score":0.021890897,"about_ca_system_score_codex":0.00015677746,"about_ca_system_score_gemma":0.0004616716,"threshold_uncertainty_score":0.483366},"labels":[],"label_agreement":null},{"id":"W2963627171","doi":"10.2196/14284","title":"Long-Term Outcomes of a Therapist-Supported, Smartphone-Based Intervention for Elevated Symptoms of Depression and Anxiety: Quasiexperimental, Pre-Postintervention Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Intervention (counseling); Clinical psychology; Psychology; Term (time); Psychiatry; mHealth; Psychological intervention; Brief intervention; Medicine; Psychotherapist","score_opus":0.048724847492834976,"score_gpt":0.44599349885625295,"score_spread":0.397268651363418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963627171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919182,0.0014829352,0.00038561184,0.00017007277,0.00080898317,0.004873401,0.0002079793,0.00006057925,0.000092225295],"genre_scores_gemma":[0.9983476,0.000016517482,0.00010242452,0.00014226376,0.000020528138,0.00065316685,0.00017590194,0.000044967324,0.0004966572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968928,0.0003100603,0.0014523623,0.00059595495,0.00026335308,0.00048544342],"domain_scores_gemma":[0.99793786,0.00015702631,0.0010455333,0.00045247882,0.00012449177,0.00028261464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008520769,0.00028099,0.0006719787,0.00028276147,0.00010672943,0.000023680666,0.00015663657,0.00014600568,0.00020652954],"category_scores_gemma":[0.000019703533,0.00024935973,0.00023712468,0.00018638995,0.000103454426,0.000184446,0.000067233676,0.00016464177,0.000008254979],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027217322,0.006276408,0.911244,0.004969176,0.00013952158,8.1321616e-7,0.001487998,3.5175555e-7,0.00026474916,0.00026107885,0.00006407793,0.07257014],"study_design_scores_gemma":[0.009821046,0.012738351,0.9744747,0.00071684405,0.00008956546,0.000010328059,0.0009014865,0.00007420897,0.00087896513,0.00009980908,0.000023439534,0.00017122953],"about_ca_topic_score_codex":0.00063405395,"about_ca_topic_score_gemma":0.00016063747,"teacher_disagreement_score":0.07239891,"about_ca_system_score_codex":0.000102539336,"about_ca_system_score_gemma":0.000075770666,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2963700965","doi":"10.2196/12442","title":"Assessment of a Mobile App by Adolescents and Young Adults With Cystic Fibrosis: Pilot Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Self-management; Quality of life (healthcare); Young adult; Cystic fibrosis; Life expectancy; Gerontology; Psychological intervention; Population; Psychiatry; Environmental health; Internal medicine; Nursing","score_opus":0.023549678323354712,"score_gpt":0.3922275635662466,"score_spread":0.3686778852428919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963700965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99139756,0.0043994277,0.00013366622,0.00018298322,0.00006651958,0.003454256,0.000057692076,0.00003099985,0.00027687414],"genre_scores_gemma":[0.996413,0.00085171685,0.0020188102,0.00015220311,0.00004106024,0.0003203274,0.00008777188,0.000023011205,0.00009213164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774957,0.00013784609,0.0003931413,0.0004226043,0.0008437081,0.00045311646],"domain_scores_gemma":[0.9986816,0.00008180496,0.00021886724,0.00027691238,0.00021999539,0.0005208029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007208084,0.00016867067,0.0004396053,0.0001217387,0.00008568547,0.000016516951,0.000052801926,0.000051821116,0.000042901505],"category_scores_gemma":[0.00004902019,0.00012803821,0.000017766735,0.00020641107,0.00010254109,0.000116731935,0.00003574889,0.000244467,0.0000049474816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008981877,0.0013786779,0.8708029,0.040863957,0.000049805283,0.000004130443,0.0011572811,0.00002226576,0.0076588695,0.00009219169,0.0014528568,0.06753522],"study_design_scores_gemma":[0.0080335615,0.012676943,0.96825546,0.0023645102,0.00008868809,0.000042453343,0.0006649158,0.00729338,0.000061908206,0.000024253475,0.0003608036,0.00013312922],"about_ca_topic_score_codex":0.00034695384,"about_ca_topic_score_gemma":0.000056937028,"teacher_disagreement_score":0.09745259,"about_ca_system_score_codex":0.0001829008,"about_ca_system_score_gemma":0.0007493919,"threshold_uncertainty_score":0.52212465},"labels":[],"label_agreement":null},{"id":"W2963784202","doi":"10.2196/14699","title":"Dropout and Abstinence Outcomes in a National Text Messaging Smoking Cessation Intervention for Pregnant Women, SmokefreeMOM: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Abstinence; Smoking cessation; Medicine; Demography; Ethnic group; Psychological intervention; Population; Hazard ratio; Pacific islanders; Gerontology; Confidence interval; Psychiatry; Environmental health; Internal medicine","score_opus":0.1295342169589985,"score_gpt":0.4324682612738257,"score_spread":0.3029340443148272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963784202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99649686,0.00011839486,0.00011524679,0.0010907899,0.00017522559,0.001832684,0.000016624484,0.00003901597,0.00011514365],"genre_scores_gemma":[0.99849546,0.000047345635,0.00011165379,0.00053350435,0.000052285483,0.00038115346,0.00009224548,0.000017779059,0.00026858452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982186,0.00007037188,0.0005348965,0.00038486515,0.00046104024,0.00033025976],"domain_scores_gemma":[0.9991521,0.00016454778,0.00024142832,0.00012437011,0.00016197245,0.0001555817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013170323,0.0001526541,0.00032522302,0.00026767945,0.0001319374,0.00003798348,0.00004689476,0.00008389179,0.000039123155],"category_scores_gemma":[0.00011033882,0.00013637086,0.00003255789,0.00019542809,0.000028397648,0.0002341939,0.000028254537,0.00020324386,9.12949e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016668525,0.00037281535,0.9873569,0.0009572067,0.000012744999,0.0000010667245,0.0023736276,0.000003790443,0.000018532082,0.00081002037,0.000022827428,0.007903779],"study_design_scores_gemma":[0.00523823,0.0007282406,0.9896926,0.00031174763,0.000034921075,0.0000073360898,0.0020288965,0.0010265403,0.0000061333794,0.0007356002,0.00007548455,0.000114243536],"about_ca_topic_score_codex":0.00019132772,"about_ca_topic_score_gemma":0.00004990696,"teacher_disagreement_score":0.0077895354,"about_ca_system_score_codex":0.0004064501,"about_ca_system_score_gemma":0.00024162575,"threshold_uncertainty_score":0.5561042},"labels":[],"label_agreement":null},{"id":"W2963790398","doi":"10.2196/13516","title":"Analysis of Digital Documentation Speed and Sequence Using Digital Paper and Pen Technology During the Refugee Crisis in Europe: Content Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Documentation; Computer science; Medicine","score_opus":0.06748878347310143,"score_gpt":0.3855368175490161,"score_spread":0.31804803407591464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963790398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957671,0.0018147246,0.000011035544,0.001799558,0.000026699134,0.00035329076,0.000045197005,0.000016732842,0.0001656222],"genre_scores_gemma":[0.9977804,0.0019010165,0.00003139813,0.00016244221,0.000012619072,0.0000050736426,0.000022078975,0.000008119766,0.00007689114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877614,0.000027828373,0.00044032902,0.00032082124,0.00017027413,0.0002646116],"domain_scores_gemma":[0.99937075,0.000038787235,0.00016551926,0.00019727302,0.00010974747,0.00011794127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016234884,0.00013104024,0.0005514245,0.00062691054,0.000103723934,0.000033843524,0.000041369774,0.000055096836,0.00001917251],"category_scores_gemma":[0.00003541293,0.000091078466,0.00005315958,0.0019477506,0.00011925137,0.00025154345,0.000051726227,0.00014213096,8.287367e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015343197,0.000034555265,0.9909891,0.00041750612,0.0005010238,0.0000053367826,0.0012215711,0.000021456457,0.000376241,0.00005528381,0.0000037944542,0.0062206904],"study_design_scores_gemma":[0.00076293875,0.00017326855,0.99197745,0.000032185675,0.0012613314,0.000014155126,0.004956818,0.0006127862,0.0000142495355,0.000020308162,0.00009087444,0.000083604755],"about_ca_topic_score_codex":0.0005265666,"about_ca_topic_score_gemma":0.0002574017,"teacher_disagreement_score":0.0061370856,"about_ca_system_score_codex":0.000060748254,"about_ca_system_score_gemma":0.000060398797,"threshold_uncertainty_score":0.3714072},"labels":[],"label_agreement":null},{"id":"W2964116189","doi":"10.2196/13671","title":"Use of Mobile Health Apps and Wearable Technology to Assess Changes and Predict Pain During Treatment of Acute Pain in Sickle Cell Disease: Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health","keywords":"mHealth; Medicine; Disease; Wearable computer; Physical therapy; Mobile technology; Wearable technology; eHealth; Mobile apps; Physical medicine and rehabilitation; Health care; Psychological intervention; Mobile device; Computer science; Psychiatry; Internal medicine; World Wide Web; Embedded system","score_opus":0.038481367090877586,"score_gpt":0.35479311465322316,"score_spread":0.3163117475623456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964116189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98096496,0.010611182,0.0000072036833,0.0022276978,0.000034051027,0.006041315,0.00006717992,0.000037289465,0.000009105263],"genre_scores_gemma":[0.98264253,0.01645617,0.00020130991,0.0002701937,0.0000128946285,0.00027682347,0.0000106416155,0.000020182311,0.00010922677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979146,0.0003676774,0.00052876136,0.0004995115,0.00018421363,0.0005052077],"domain_scores_gemma":[0.9986067,0.00012024093,0.00021553523,0.00036950875,0.00004718726,0.000640831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010781586,0.00020895354,0.0008132128,0.00033711936,0.00009869565,0.000007650806,0.000040704726,0.00013047943,0.000006756213],"category_scores_gemma":[0.00003936796,0.00016511045,0.00002639597,0.00039842297,0.00009149901,0.000050365732,0.000050854873,0.00017795396,5.5047167e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011417817,0.0025451265,0.91860914,0.0065964805,0.000035949357,0.000014527519,0.0028669648,0.000010897706,0.00030398095,0.0000069506386,0.000030614938,0.0678376],"study_design_scores_gemma":[0.007101406,0.036096446,0.9453941,0.00082363194,0.00012272605,0.000011441217,0.008686835,0.00081605284,0.00010862926,0.000028540377,0.0006159214,0.00019428176],"about_ca_topic_score_codex":0.0010411083,"about_ca_topic_score_gemma":0.00028524792,"teacher_disagreement_score":0.067643315,"about_ca_system_score_codex":0.00017440828,"about_ca_system_score_gemma":0.00040933478,"threshold_uncertainty_score":0.6733009},"labels":[],"label_agreement":null},{"id":"W2964156246","doi":"10.2196/14318","title":"Counseling With Guided Use of a Mobile Well-Being App for Students Experiencing Anxiety or Depression: Clinical Outcomes of a Feasibility Trial Embedded in a Student Counseling Service","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Population; Intervention (counseling); Clinical trial; Medicine; Mobile phone; Clinical psychology; Randomized controlled trial; Psychology; Depression (economics); Psychiatry","score_opus":0.14034293667115966,"score_gpt":0.5381799734994673,"score_spread":0.3978370368283077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964156246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98941326,0.0002178054,0.00013805307,0.00014548528,0.0011155847,0.008759021,0.00006491749,0.000052024956,0.000093850525],"genre_scores_gemma":[0.9958541,0.000080662154,0.0012939714,0.0011072364,0.000070256574,0.0013246369,0.00002296302,0.00004553535,0.00020068069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99431294,0.0005096147,0.0029158418,0.0008533885,0.00065066176,0.00075753895],"domain_scores_gemma":[0.99614036,0.0011881265,0.0012288309,0.00070220866,0.00030403593,0.00043645687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034403095,0.00031227706,0.0012456347,0.00018792338,0.00013128351,0.000043944376,0.00034300613,0.0002271569,0.000057202473],"category_scores_gemma":[0.00010827992,0.00024013498,0.00017179734,0.00041476224,0.00008732215,0.0002834078,0.00010836233,0.0003638965,0.0000069863154],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.056278773,0.0059560565,0.8971896,0.0039288923,0.00009618878,0.0000045416273,0.030851575,0.000048081874,0.000004613051,0.00011721057,0.00015469897,0.0053697242],"study_design_scores_gemma":[0.15626271,0.019517984,0.775439,0.0031139187,0.00019698503,0.000042915985,0.042639334,0.00084795593,0.00004259355,0.00026421522,0.00091617706,0.0007162032],"about_ca_topic_score_codex":0.0011160796,"about_ca_topic_score_gemma":0.0011455715,"teacher_disagreement_score":0.12175064,"about_ca_system_score_codex":0.00021932607,"about_ca_system_score_gemma":0.000514193,"threshold_uncertainty_score":0.97924197},"labels":[],"label_agreement":null},{"id":"W2964191624","doi":"10.2196/14331","title":"Nurse-Driven mHealth Implementation Using the Technology Inpatient Program for Smokers (TIPS): Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Cancer Institute","keywords":"mHealth; Medicine; Facilitation; Nursing; Stakeholder; Smoking cessation; Fidelity; Intervention (counseling); Unit (ring theory); Psychology; Psychological intervention; Computer science","score_opus":0.09455480423891414,"score_gpt":0.5268626858955878,"score_spread":0.43230788165667366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964191624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985317,0.00012853756,0.0010702806,0.0028960577,0.0006792314,0.009692917,0.000014709344,0.0001669996,0.000034250308],"genre_scores_gemma":[0.9887183,0.000044172513,0.009256809,0.00066148525,0.00011493837,0.0010584564,0.000081647355,0.000038738424,0.000025474512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977188,0.0002833038,0.0006022305,0.00046411657,0.00030961353,0.00062191376],"domain_scores_gemma":[0.9986715,0.00011483112,0.0003798728,0.00041060173,0.00017189051,0.00025132776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001314798,0.00020735203,0.00042675092,0.00028599636,0.00042641634,0.000029255276,0.00010358837,0.00015525296,0.000026096066],"category_scores_gemma":[0.00002794731,0.0001504981,0.000060092996,0.0004977486,0.000074618176,0.00007916546,0.000030401747,0.00035467316,0.0000013173191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026920927,0.0006019684,0.59529424,0.00062107045,0.000026540365,7.791681e-7,0.0030608107,0.0000026937123,0.00009315093,0.00029875193,0.00025927147,0.39947152],"study_design_scores_gemma":[0.0060146498,0.00875839,0.9328782,0.00008748623,0.00049386796,0.000044530527,0.046563916,0.0014223601,0.00020809367,0.00016353781,0.0031616944,0.00020326926],"about_ca_topic_score_codex":0.00036475633,"about_ca_topic_score_gemma":0.00007511361,"teacher_disagreement_score":0.39926824,"about_ca_system_score_codex":0.00037578153,"about_ca_system_score_gemma":0.0005842196,"threshold_uncertainty_score":0.61371344},"labels":[],"label_agreement":null},{"id":"W2964270354","doi":"10.2196/13057","title":"Standards for Mobile Health–Related Apps: Systematic Review and Development of a Guide","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; European Regional Development Fund; Fundación Grünenthal España; Ministerio de Economía y Competitividad; Generalitat de Catalunya","keywords":"mHealth; Usability; Internet privacy; Health care; Quality (philosophy); Accreditation; Transparency (behavior); Computer science; Knowledge management; Medicine; Medical education; Computer security; Nursing; Psychological intervention","score_opus":0.15877273545055876,"score_gpt":0.5503529343144467,"score_spread":0.3915801988638879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964270354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000358597,0.8853736,0.00029079558,0.0005106122,0.00045645275,0.11108177,0.0018176482,0.00015813104,0.00030739926],"genre_scores_gemma":[0.0000023638524,0.8297268,0.0023383282,0.0034343395,0.000119312856,0.16212231,0.0008912909,0.00017617553,0.0011890504],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98224765,0.002245998,0.010908735,0.0014648446,0.00077735086,0.0023554193],"domain_scores_gemma":[0.98461336,0.0024632043,0.008379771,0.0014234005,0.00081598427,0.002304277],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012733168,0.0010720725,0.0109710535,0.00061148184,0.002032112,0.000014998077,0.0004980945,0.0010841006,0.00009933997],"category_scores_gemma":[0.0005920561,0.0008460138,0.00033888035,0.00079321244,0.00015739907,0.00010766561,0.000246931,0.0017485332,0.000097322],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015899663,0.00007189689,0.0000029371606,0.679941,0.000069741254,2.2197774e-7,0.00060821313,2.5813657e-8,3.6535823e-9,0.0009564413,0.011811524,0.3065221],"study_design_scores_gemma":[0.0007211603,0.00039465827,0.000003850356,0.37763846,0.0011850059,0.000018699015,0.00028052955,0.0000034277155,5.782172e-9,0.000029577255,0.6194106,0.00031407145],"about_ca_topic_score_codex":0.0001578472,"about_ca_topic_score_gemma":0.00010583332,"teacher_disagreement_score":0.607599,"about_ca_system_score_codex":0.0019149076,"about_ca_system_score_gemma":0.045771148,"threshold_uncertainty_score":0.99939907},"labels":[],"label_agreement":null},{"id":"W2964290768","doi":"10.2196/13238","title":"Comparison of On-Site Versus Remote Mobile Device Support in the Framingham Heart Study Using the Health eHeart Study for Digital Follow-up: Randomized Pilot Study Set Within an Observational Study Design","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; National Heart, Lung, and Blood Institute","keywords":"mHealth; Medicine; Cohort; Cohort study; Randomized controlled trial; Observational study; Digital health; Telemedicine; Gerontology; Physical therapy; Health care; Psychological intervention; Nursing; Surgery","score_opus":0.4722602863342478,"score_gpt":0.5621033019506989,"score_spread":0.08984301561645108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964290768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.848878,0.00020165295,0.00026556654,0.0012464309,0.0011748901,0.14790414,0.00018555942,0.0001044895,0.000039267823],"genre_scores_gemma":[0.9715483,0.000032940854,0.00054971955,0.004056316,0.0003276169,0.023103781,0.0001712984,0.000111085064,0.00009892918],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9773779,0.012271953,0.0050935936,0.0015772674,0.0016626522,0.00201663],"domain_scores_gemma":[0.9840765,0.010011634,0.0024632828,0.0019899856,0.0005700128,0.0008886088],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.028672002,0.0007427924,0.0028696004,0.00050304434,0.003443211,0.0001002736,0.0008081005,0.00018133092,0.000034558383],"category_scores_gemma":[0.00056110957,0.000496893,0.00013745482,0.0014343044,0.00015885805,0.00039390734,0.00019315898,0.0020322304,0.000036227073],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09890701,0.022822194,0.6559733,0.001256448,0.00010181992,0.0000019799375,0.21735206,0.0003999648,0.0000012952855,0.00015485863,0.0016059846,0.0014230536],"study_design_scores_gemma":[0.15880005,0.097183056,0.33237395,0.00012812624,0.00020748859,0.0000026575615,0.4041285,0.0057771364,1.3975252e-7,0.00007311037,0.00096159056,0.000364215],"about_ca_topic_score_codex":0.013710629,"about_ca_topic_score_gemma":0.014058286,"teacher_disagreement_score":0.32359937,"about_ca_system_score_codex":0.0006228208,"about_ca_system_score_gemma":0.0063182157,"threshold_uncertainty_score":0.9997483},"labels":[],"label_agreement":null},{"id":"W2964331637","doi":"10.2196/12861","title":"Wearable Health Technology and Electronic Health Record Integration: Scoping Review and Future Directions","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":413,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; mHealth; Electronic health record; eHealth; Computer science; Health care; Internet privacy; Medicine; Nursing; Psychological intervention; Embedded system; Political science","score_opus":0.05060839451738907,"score_gpt":0.45862131544852647,"score_spread":0.4080129209311374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964331637","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0654785,0.67182887,0.00010228427,0.24778208,0.0012851619,0.011836241,0.000030839998,0.0004948946,0.0011611257],"genre_scores_gemma":[0.051842567,0.90092146,0.0007219676,0.042363703,0.0008739663,0.0013696364,0.00004204942,0.00010725002,0.0017573794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99089086,0.0019659498,0.0023287828,0.0012740555,0.00034937993,0.0031909896],"domain_scores_gemma":[0.9955229,0.00044550645,0.0015334683,0.00076805643,0.00021757536,0.0015124806],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0051072887,0.0005490058,0.0020043887,0.0007355182,0.0027989456,0.000030872172,0.00020104898,0.0005323552,0.00020968878],"category_scores_gemma":[0.000101950594,0.00049481896,0.00005728244,0.0015526973,0.00014244788,0.00032146205,0.00015382751,0.0030259243,0.000109042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014909568,0.00014760617,0.036499925,0.24035686,0.000047899015,0.0000015407646,0.0041607595,9.372041e-8,0.0000055749315,0.03380539,0.0156708,0.66915447],"study_design_scores_gemma":[0.004510847,0.006822214,0.026683299,0.09665535,0.00010509524,0.00035498972,0.007983013,0.00018975436,0.000001207323,0.0026269427,0.85287917,0.0011881115],"about_ca_topic_score_codex":0.002845168,"about_ca_topic_score_gemma":0.008304451,"teacher_disagreement_score":0.8372084,"about_ca_system_score_codex":0.0016236549,"about_ca_system_score_gemma":0.011761086,"threshold_uncertainty_score":0.9997503},"labels":[],"label_agreement":null},{"id":"W2964333487","doi":"10.2196/12335","title":"Predicting Energy Expenditure During Gradient Walking With a Foot Monitoring Device: Model-Based Approach","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Pusan National University Hospital; Pusan National University; National Research Foundation","keywords":"Energy expenditure; Foot (prosody); Physical medicine and rehabilitation; Computer science; mHealth; Energy (signal processing); Simulation; Psychology; Medicine; Psychological intervention; Statistics; Mathematics","score_opus":0.04770893279586805,"score_gpt":0.33898900741165683,"score_spread":0.29128007461578875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964333487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99482864,0.0005960272,0.001486989,0.0007486059,0.00012430438,0.00076283206,0.000008718555,0.00017724595,0.0012666411],"genre_scores_gemma":[0.99552256,0.0001251874,0.002710248,0.0006994322,0.0005977707,0.00013924408,0.000028291337,0.000055339344,0.00012194669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739414,0.000091362934,0.00039281283,0.0006642301,0.0004907333,0.00096673786],"domain_scores_gemma":[0.99823004,0.000090417045,0.0002453922,0.00038416876,0.00006439039,0.0009855732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029272103,0.00030832217,0.00067594263,0.00017751488,0.00045174515,0.000030313644,0.00009121152,0.00016328039,0.0000054552374],"category_scores_gemma":[0.000010568454,0.00024371286,0.00006653295,0.00026224987,0.00005161211,0.00019043499,0.000042303298,0.00069667323,0.0000034356817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00904191,0.0055588777,0.8673774,0.05958628,0.00015718753,0.00008321532,0.011890464,0.0067111473,0.0036100608,0.0057027307,0.0001248018,0.03015592],"study_design_scores_gemma":[0.01854382,0.007227053,0.59171957,0.0034902375,0.00039263137,0.00035348258,0.003369806,0.3689418,0.003143165,0.0005452794,0.0008917644,0.0013814054],"about_ca_topic_score_codex":0.00033300443,"about_ca_topic_score_gemma":0.000029377474,"teacher_disagreement_score":0.36223066,"about_ca_system_score_codex":0.00034361004,"about_ca_system_score_gemma":0.0007307582,"threshold_uncertainty_score":0.9938322},"labels":[],"label_agreement":null},{"id":"W2964379774","doi":"10.2196/14056","title":"The SMART Framework: Integration of Citizen Science, Community-Based Participatory Research, and Systems Science for Population Health Science in the Digital Age","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research","keywords":"Citizen science; Big data; Participatory action research; Conceptualization; Citizen journalism; Population; Population health; Sociology; Grand Challenges; Digital health; Data science; Community-based participatory research; Health equity; Public relations; Knowledge management; Computer science; Political science; Health care; World Wide Web","score_opus":0.26176417674888447,"score_gpt":0.4544792821347042,"score_spread":0.1927151053858197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964379774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947717,0.00009398785,0.000035141882,0.0018442725,0.0001572215,0.0013703388,0.00003169986,0.000012350541,0.0016832807],"genre_scores_gemma":[0.999111,0.00006633871,0.000039522547,0.00061762717,0.000012392111,0.00010678484,0.00001796037,0.000004869072,0.000023515478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712175,0.00019961245,0.00038381762,0.00032745398,0.0011099594,0.0008574092],"domain_scores_gemma":[0.9984518,0.00051193015,0.00019580248,0.00044974842,0.00009209201,0.00029857716],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.017017039,0.00009701543,0.00016278592,0.00019786453,0.0035100442,0.0004506362,0.00063767197,0.00003921235,0.00002139103],"category_scores_gemma":[0.00035379082,0.000060533697,0.000014395261,0.0021308633,0.00522297,0.00043841722,0.00017034888,0.00039065813,0.000007031965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002709397,0.0005414585,0.6963511,0.001172212,0.0000011567569,5.453993e-7,0.014130296,0.0000470661,0.0011510275,0.26112747,0.00071775494,0.024488976],"study_design_scores_gemma":[0.0002877665,0.00056645705,0.9777456,0.00007267363,0.0000012210712,0.0000021409,0.015769383,0.0023839069,0.000023059274,0.0014572064,0.0016199829,0.00007058964],"about_ca_topic_score_codex":0.0023628674,"about_ca_topic_score_gemma":0.0007215202,"teacher_disagreement_score":0.2813945,"about_ca_system_score_codex":0.00090844725,"about_ca_system_score_gemma":0.0005718804,"threshold_uncertainty_score":0.99778724},"labels":[],"label_agreement":null},{"id":"W2964526949","doi":"10.2196/12051","title":"Validation of an mHealth App for Depression Screening and Monitoring (Psychologist in a Pocket): Correlational Study and Concurrence Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Construct validity; Affect (linguistics); Clinical psychology; Psychology; Beck Depression Inventory; Mental health; Psychological intervention; Medicine; Psychometrics; Psychiatry","score_opus":0.11079047477078738,"score_gpt":0.49467436304759554,"score_spread":0.3838838882768082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964526949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99505246,0.0013308179,0.0006595498,0.00021527421,0.0004229004,0.0019894724,0.00010410743,0.000031926345,0.00019352208],"genre_scores_gemma":[0.9985373,0.000037861882,0.00083892705,0.00010266816,0.000050839597,0.00024194589,0.000080903555,0.000016144344,0.000093428585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763256,0.0002860303,0.0008264646,0.0006235302,0.0001996138,0.00043177797],"domain_scores_gemma":[0.9985312,0.0003061653,0.00047094366,0.00025742312,0.00006799136,0.0003662725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011948334,0.00017197686,0.00045914672,0.00046513445,0.00017227013,0.000032383312,0.00008985852,0.0001164619,0.000023929513],"category_scores_gemma":[0.000031630996,0.0001711901,0.000041064774,0.00046751657,0.00007661057,0.00027993228,0.000047799404,0.000230723,0.0000022880756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005766189,0.0007211729,0.9055647,0.0006374151,0.000036038185,9.876436e-7,0.0019702788,0.000013966718,0.0000034339062,0.0007258274,0.000016129945,0.08973342],"study_design_scores_gemma":[0.0027826913,0.002232978,0.990475,0.00015014122,0.00008674326,0.000008499607,0.002467163,0.0013288306,0.0000075182925,0.00030606918,0.00003314657,0.0001212104],"about_ca_topic_score_codex":0.000970203,"about_ca_topic_score_gemma":0.00012409827,"teacher_disagreement_score":0.08961221,"about_ca_system_score_codex":0.00006342554,"about_ca_system_score_gemma":0.00006731731,"threshold_uncertainty_score":0.69809294},"labels":[],"label_agreement":null},{"id":"W2964962855","doi":"10.2196/13479","title":"Development of an Ambulatory Biofeedback App to Enhance Emotional Awareness in Patients with Borderline Personality Disorder: Multicycle Usability Testing Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Borderline personality disorder; Ambulatory; Biofeedback; Clinical psychology; Psychology; mHealth; Personality; Psychometric testing; Applied psychology; Medicine; Psychometrics; Psychiatry; Computer science; Psychological intervention; Social psychology; Human–computer interaction; Internal medicine","score_opus":0.04268185876665959,"score_gpt":0.39919690897926174,"score_spread":0.35651505021260216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964962855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997143,0.00009214793,0.00005917656,0.00020501172,0.00018208723,0.0019669197,0.00006957132,0.00003908361,0.00024305609],"genre_scores_gemma":[0.9963068,0.0000016319681,0.0029188276,0.000474492,0.00003048102,0.00013569054,0.0000721531,0.000024731644,0.0000351991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691576,0.00042520987,0.0007855166,0.0008824958,0.0003568828,0.00063416245],"domain_scores_gemma":[0.9985812,0.00013269136,0.00027528772,0.00046333307,0.00017045758,0.00037707502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011795333,0.00026554606,0.0005462271,0.0001615145,0.00018769453,0.0000106731095,0.00018253016,0.0001298852,0.00014758541],"category_scores_gemma":[0.000034065873,0.00023905099,0.000022336555,0.0004688923,0.00009978274,0.00012196584,0.000051348496,0.00030219276,0.000027182748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010539814,0.0053382376,0.940334,0.0004282941,0.000012216849,9.664831e-7,0.015959986,0.000015110235,0.0000065360846,0.000040348215,0.000008030155,0.036802262],"study_design_scores_gemma":[0.0031496747,0.001563007,0.98950607,0.00005030079,0.000008324505,0.0000012450398,0.0050928635,0.00006896409,6.7137427e-7,0.000018164847,0.00030106408,0.00023962648],"about_ca_topic_score_codex":0.0025682696,"about_ca_topic_score_gemma":0.0053195297,"teacher_disagreement_score":0.049172062,"about_ca_system_score_codex":0.00011057423,"about_ca_system_score_gemma":0.00044006278,"threshold_uncertainty_score":0.9748216},"labels":[],"label_agreement":null},{"id":"W2965337497","doi":"10.2196/12606","title":"The Association Among Social Support, Self-Efficacy, Use of Mobile Apps, and Physical Activity: Structural Equation Models With Mediating Effects","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Physical activity; Social support; Self-efficacy; Psychology; Physical activity level; mHealth; Gerontology; Medicine; Social psychology; Psychological intervention; Physical therapy; Computer science","score_opus":0.05030532705184401,"score_gpt":0.408256318645889,"score_spread":0.357950991594045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965337497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98931974,0.00017136557,0.00015525174,0.001475187,0.00027072782,0.008146004,0.0000640917,0.00014149884,0.00025616205],"genre_scores_gemma":[0.9936764,0.0009193518,0.0003536228,0.0006527646,0.00042852495,0.0036063108,0.00006739301,0.000048713817,0.0002469076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958493,0.00096643815,0.00078017195,0.0005516532,0.00062034477,0.0012320596],"domain_scores_gemma":[0.99272805,0.004344573,0.0016344473,0.00035153655,0.00027476987,0.00066662196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013412763,0.00029612528,0.0006950015,0.00011463734,0.002372749,0.000035398,0.00012790284,0.00033689252,0.000007392383],"category_scores_gemma":[0.00012972397,0.00021127202,0.000052887655,0.0003743753,0.00009784223,0.00046823936,0.00009442798,0.0010699822,0.000013063026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014942152,0.00079827197,0.6205103,0.021346984,0.00012988911,0.0000015918636,0.038806055,0.0001877166,0.00011599646,0.03611899,0.0032671504,0.27722287],"study_design_scores_gemma":[0.004361722,0.0011913985,0.94237757,0.00019450005,0.0001475344,0.0000023840219,0.0014724095,0.04324322,0.000016241502,0.001020365,0.0056262575,0.0003463934],"about_ca_topic_score_codex":0.0011146371,"about_ca_topic_score_gemma":0.00032515163,"teacher_disagreement_score":0.32186732,"about_ca_system_score_codex":0.0006035247,"about_ca_system_score_gemma":0.0016077338,"threshold_uncertainty_score":0.99892604},"labels":[],"label_agreement":null},{"id":"W2965452397","doi":"10.2196/13935","title":"Mobile Health Coaching on Nutrition and Lifestyle Behaviors for Subfertile Couples Using the Smarter Pregnancy Program: Model-Based Cost-Effectiveness Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ovarian function and disorders","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"mHealth; Pregnancy; Medicine; Coaching; Assisted reproductive technology; Health coaching; Gynecology; Psychological intervention; Obstetrics; Infertility; Intervention (counseling); Psychology; Nursing","score_opus":0.06400716820304589,"score_gpt":0.40864463289054437,"score_spread":0.34463746468749845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965452397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754215,0.002155711,0.008480882,0.00090207957,0.0001278208,0.012692109,0.00007261548,0.00010440188,0.00004290275],"genre_scores_gemma":[0.9928859,0.00038712382,0.0012355016,0.0023101794,0.00004816313,0.0028483989,0.00021117467,0.000032164273,0.000041395673],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99824524,0.0001917551,0.00036986227,0.0004721971,0.00021950672,0.00050141994],"domain_scores_gemma":[0.99875903,0.0001943391,0.00021061757,0.00030490535,0.00009512652,0.0004359608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006567891,0.00021284437,0.0005295328,0.0002508543,0.00047375492,0.000046789508,0.00004389299,0.000114188646,0.000011952511],"category_scores_gemma":[0.00001782398,0.00015813045,0.000116420575,0.00038909292,0.000072219074,0.00007724638,0.000012680887,0.00024777572,0.0000016215664],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009215984,0.008589443,0.5903601,0.032520406,0.00039221396,0.0000050427743,0.0037553036,0.011371387,0.00022591805,0.0017637514,0.0007565611,0.3410439],"study_design_scores_gemma":[0.012677663,0.009919196,0.15546632,0.0012840432,0.0010519236,0.000013985681,0.0014645521,0.8142356,0.000034055,0.00011026133,0.0033623104,0.0003800445],"about_ca_topic_score_codex":0.00026013408,"about_ca_topic_score_gemma":0.00007183308,"teacher_disagreement_score":0.80286425,"about_ca_system_score_codex":0.00017684892,"about_ca_system_score_gemma":0.00055455486,"threshold_uncertainty_score":0.64483726},"labels":[],"label_agreement":null},{"id":"W2965895202","doi":"10.2196/12516","title":"Mobile Health Technology Interventions for Suicide Prevention: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Suicidal ideation; mHealth; Mobile technology; Mobile apps; Intervention (counseling); Suicide prevention; Mobile device; Digital health; Medicine; Ideation; Harm; Poison control; Psychology; Internet privacy; Computer science; Health care; Medical emergency; Psychiatry; Social psychology; World Wide Web","score_opus":0.25864336180551983,"score_gpt":0.543066763142575,"score_spread":0.2844234013370551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965895202","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016024607,0.9638368,0.00018744785,0.0006933317,0.0011573335,0.03324096,0.00028981548,0.00024425113,0.00034848272],"genre_scores_gemma":[0.000005138547,0.94886774,0.00023285909,0.0017712332,0.00020502805,0.042650662,0.00038467481,0.00012037771,0.005762268],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9925923,0.0011096472,0.0035850788,0.0011616739,0.00025158087,0.0012997645],"domain_scores_gemma":[0.9945189,0.0005883146,0.0029730015,0.0013098036,0.00016766913,0.00044235657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025766944,0.00077828066,0.007702167,0.0007700962,0.0005046841,0.00003210683,0.0005293484,0.00058254675,0.00017602013],"category_scores_gemma":[0.0001578555,0.0006114328,0.0013646778,0.0008766738,0.000114753646,0.000068190064,0.00015530872,0.00083949417,0.0004798581],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007458641,0.00018071696,0.0000041488997,0.77945924,0.00029611262,0.000002035157,0.00017830488,5.45372e-9,3.8200684e-10,0.0024802405,0.014848399,0.20254332],"study_design_scores_gemma":[0.00044935296,0.0023574957,0.0000042475995,0.52200294,0.0037305637,0.00016705964,0.0004955179,3.322327e-7,1.9844657e-9,0.00023924159,0.47017035,0.00038292265],"about_ca_topic_score_codex":0.00006897257,"about_ca_topic_score_gemma":0.000064843975,"teacher_disagreement_score":0.45532194,"about_ca_system_score_codex":0.00039229158,"about_ca_system_score_gemma":0.0011887406,"threshold_uncertainty_score":0.9996337},"labels":[],"label_agreement":null},{"id":"W2966973024","doi":"10.2196/14404","title":"Electronic Health Interventions to Improve Adherence to Antiretroviral Therapy in People Living With HIV: Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Psychological intervention; mHealth; Meta-analysis; Medicine; Antiretroviral therapy; Human immunodeficiency virus (HIV); Systematic review; Telemedicine; Alternative medicine; Service delivery framework; MEDLINE; Family medicine; Health care; Nursing; Service (business); Viral load","score_opus":0.14011637836519167,"score_gpt":0.4874184674565304,"score_spread":0.34730208909133875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966973024","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010701709,0.9794978,0.00033969083,0.0026159668,0.000016264443,0.017056094,0.00026161,0.000042066353,0.00006349176],"genre_scores_gemma":[0.00090245315,0.9832811,0.000195966,0.0031410838,0.0000318053,0.0043274183,0.0001357834,0.00007133262,0.007913067],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9931045,0.0014442661,0.0023759827,0.0011172094,0.0005488306,0.00140921],"domain_scores_gemma":[0.9959476,0.00032464197,0.0009418514,0.0010268816,0.00018025833,0.0015787483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032581794,0.0006593117,0.010796153,0.0015840876,0.00019616875,0.000087841276,0.00029617903,0.00016220195,0.00025904586],"category_scores_gemma":[0.0002985299,0.00041369014,0.0017741852,0.002991751,0.00004189877,0.00012781416,0.00013786627,0.0011022168,0.00009916426],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021921864,0.000230237,0.000087709435,0.9556595,0.0075154225,0.0000023973248,0.00029084447,7.14605e-8,1.8905382e-8,0.00007443338,0.0014475064,0.034669925],"study_design_scores_gemma":[0.0008811221,0.06554043,0.0005122182,0.5653665,0.35210982,0.00014480806,0.0003037676,0.00002594127,2.7263043e-8,0.000004847012,0.014294966,0.00081552967],"about_ca_topic_score_codex":0.0016238968,"about_ca_topic_score_gemma":0.0038904862,"teacher_disagreement_score":0.39029297,"about_ca_system_score_codex":0.0006965046,"about_ca_system_score_gemma":0.0026139605,"threshold_uncertainty_score":0.9998315},"labels":[],"label_agreement":null},{"id":"W2967142604","doi":"10.2196/14769","title":"Usability and Feasibility of a Smartphone App to Assess Human Behavioral Factors Associated with Tick Exposure (The Tick App): Quantitative and Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vector-borne infectious diseases","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"mHealth; Usability; Smartphone app; Mobile apps; Internet privacy; Computer science; Smartphone application; Population; Human–computer interaction; Applied psychology; Psychology; Medicine; Multimedia; World Wide Web; Environmental health; Psychological intervention; Psychiatry","score_opus":0.14168905836431356,"score_gpt":0.44346072726545754,"score_spread":0.301771668901144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967142604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995847,0.0006376682,0.000007739894,0.00014182259,0.00011109229,0.0029494592,0.00021556858,0.00006546929,0.000024186002],"genre_scores_gemma":[0.99960023,0.0000138063615,0.000014700984,0.00010759689,0.000006867373,0.00010111613,0.00006749529,0.000020539666,0.00006765255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967077,0.0014958526,0.00055849436,0.00063533324,0.00011291805,0.0004896951],"domain_scores_gemma":[0.99785644,0.0009686595,0.00038856777,0.00038142185,0.0002159942,0.00018889322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276856,0.0002950607,0.00073812704,0.000104427476,0.00043180297,0.00002495365,0.00011288531,0.00016483494,0.000052356656],"category_scores_gemma":[0.0001872693,0.00020175835,0.000040783685,0.0002810421,0.0005532862,0.00011816395,0.00009821127,0.00039755375,0.0000072251805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058498874,0.0017918128,0.9276661,0.00030176085,0.00012229466,6.9794817e-7,0.06788963,5.805484e-7,0.0010998708,0.00025951662,0.00006809723,0.00021459811],"study_design_scores_gemma":[0.0026137156,0.008844782,0.9276838,0.000045470297,0.00015685718,0.0000033384295,0.060248844,9.52969e-7,0.000092769325,0.000106266394,0.000013394251,0.0001898618],"about_ca_topic_score_codex":0.00230427,"about_ca_topic_score_gemma":0.003991878,"teacher_disagreement_score":0.007640786,"about_ca_system_score_codex":0.00014345086,"about_ca_system_score_gemma":0.00026362605,"threshold_uncertainty_score":0.82274663},"labels":[],"label_agreement":null},{"id":"W2967287785","doi":"10.2196/14540","title":"A Novel Mobile Health Tool for Home-Based Identification of Neonatal Illness in Uganda: Formative Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Formative assessment; mHealth; Identification (biology); Medicine; Computer science; Psychology; Human–computer interaction; Nursing; Psychological intervention","score_opus":0.05270994758419555,"score_gpt":0.45187229566043013,"score_spread":0.3991623480762346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967287785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450422,0.0006943696,0.0055000717,0.0016554111,0.0007554391,0.04534153,0.00084355264,0.000111023815,0.00005641341],"genre_scores_gemma":[0.94420445,0.00030794324,0.0010628438,0.00246881,0.00013395591,0.051375527,0.0002704962,0.000055775356,0.000120197445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99222744,0.00084859616,0.0037244658,0.0009940875,0.0005245641,0.0016808287],"domain_scores_gemma":[0.993975,0.0016001448,0.0020865626,0.0009973566,0.00047776295,0.0008631926],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007075236,0.00039429736,0.0012937965,0.0005217221,0.0011725585,0.000013580332,0.00032838812,0.00031768729,0.00009990035],"category_scores_gemma":[0.0001918069,0.00037383466,0.000105909676,0.000945251,0.00012862233,0.00030146257,0.00009222141,0.0009244383,0.00005261008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034528677,0.004829677,0.6562761,0.05736422,0.000026442092,4.960451e-7,0.038733803,0.00020453375,0.000110099056,0.006617343,0.0015697433,0.23081467],"study_design_scores_gemma":[0.018572737,0.005107644,0.9169827,0.0005303879,0.00003911626,0.0000030496446,0.031289004,0.0048741195,0.00002402048,0.0007493604,0.021245504,0.00058231823],"about_ca_topic_score_codex":0.0019806572,"about_ca_topic_score_gemma":0.0016355064,"teacher_disagreement_score":0.26070663,"about_ca_system_score_codex":0.0008112176,"about_ca_system_score_gemma":0.0057985606,"threshold_uncertainty_score":0.9998714},"labels":[],"label_agreement":null},{"id":"W2967617933","doi":"10.2196/15021","title":"Association Between User Engagement of a Mobile Health App for Gout and Improvements in Self-Care Behaviors: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Self-management; Psychological intervention; Randomized controlled trial; Physical therapy; eHealth; Health care; Gerontology; Psychiatry; Internal medicine","score_opus":0.022021954649576257,"score_gpt":0.3665042398362715,"score_spread":0.34448228518669527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967617933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95564926,0.0020215479,0.00002610674,0.0009822249,0.00028213797,0.040844485,0.00007420207,0.00005733805,0.00006271594],"genre_scores_gemma":[0.9907395,0.0011649817,0.00092047814,0.0008901624,0.00024632228,0.0055743135,0.00013752165,0.0000372546,0.0002894164],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99607515,0.0006263782,0.0016319836,0.00048972236,0.00049772736,0.00067901646],"domain_scores_gemma":[0.99687177,0.0009802404,0.0012689668,0.00028158317,0.00016017928,0.0004372583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005247448,0.00026891334,0.0027556384,0.0002708377,0.00012447154,0.000016579437,0.000070145004,0.00023832072,0.000019373714],"category_scores_gemma":[0.00024935536,0.0002150311,0.00018829376,0.00018012224,0.000030655778,0.00009059582,0.000046981193,0.00040212128,0.0000029788296],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7120968,0.0008946777,0.25822458,0.008453844,0.00042354732,9.743263e-7,0.010512885,0.0000011167762,0.00003957353,0.000055927947,0.0004861094,0.008809986],"study_design_scores_gemma":[0.9491617,0.0051059467,0.04192009,0.0001859307,0.00076382246,9.48661e-7,0.0014742388,0.0000859203,0.000017618113,0.00002416959,0.0011119284,0.00014765782],"about_ca_topic_score_codex":0.0005192977,"about_ca_topic_score_gemma":0.000032593824,"teacher_disagreement_score":0.23706494,"about_ca_system_score_codex":0.0007763378,"about_ca_system_score_gemma":0.0011096182,"threshold_uncertainty_score":0.8768714},"labels":[],"label_agreement":null},{"id":"W2967962301","doi":"10.2196/14259","title":"Community-Based Chronic Disease Prevention and Management for Aboriginal People in New South Wales, Australia: Mixed Methods Evaluation of the 1 Deadly Step Program","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NSW Agency for Clinical Innovation","keywords":"Medicine; Population; Community health; Family medicine; Guideline; Gerontology; Public health; Environmental health; Nursing","score_opus":0.12409970441380196,"score_gpt":0.5074155015587499,"score_spread":0.38331579714494796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967962301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893316,0.0004935801,0.0005548234,0.0026823415,0.00023781363,0.006592809,0.000006501219,0.000019532372,0.00008099435],"genre_scores_gemma":[0.9890201,0.0000937069,0.009080752,0.00024300542,0.0000618663,0.00048452464,0.00016522409,0.000012397576,0.00083838555],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845356,0.00051747594,0.00030637495,0.00018784753,0.0002551156,0.00027964587],"domain_scores_gemma":[0.9991,0.00005791286,0.00020897026,0.0003045518,0.00007288212,0.00025563664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002647109,0.000112605376,0.00022467275,0.00013518099,0.000106818115,0.000016964403,0.000068672394,0.000044011085,0.000017238795],"category_scores_gemma":[0.000029364322,0.00008885534,0.0000429123,0.000255098,0.000030128318,0.00006347973,0.000021814676,0.00016161024,0.0000015018986],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065727835,0.0010733237,0.34886315,0.03101827,0.00004248317,1.0149188e-7,0.0016065576,0.000058528592,0.000008823385,0.002087599,0.0028509872,0.6117329],"study_design_scores_gemma":[0.0044409456,0.00086211343,0.97854835,0.00046542234,0.00047361312,1.7448271e-7,0.0006325541,0.0075965836,0.000007056976,0.0008077839,0.0060892752,0.00007615075],"about_ca_topic_score_codex":0.00030207398,"about_ca_topic_score_gemma":0.00052648195,"teacher_disagreement_score":0.62968516,"about_ca_system_score_codex":0.00023264941,"about_ca_system_score_gemma":0.0011740527,"threshold_uncertainty_score":0.36234155},"labels":[],"label_agreement":null},{"id":"W2968138739","doi":"10.2196/14275","title":"Investigating the Use of Mobile Health Interventions in Vulnerable Populations for Cardiovascular Disease Management: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Psychological intervention; Thematic analysis; Indigenous; Medicine; mHealth; Disease; Telemedicine; Disease management; Short Message Service; eHealth; Health care; Environmental health; Gerontology; Qualitative research; Nursing; Computer science; Pathology; Political science","score_opus":0.25793886873909816,"score_gpt":0.5073112680817597,"score_spread":0.2493723993426616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968138739","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1244256,0.61304176,0.0074228337,0.029700387,0.0020639333,0.221387,0.00087374967,0.00037310398,0.0007116237],"genre_scores_gemma":[0.2842715,0.39618644,0.020840533,0.0500518,0.00048112747,0.24510503,0.0010517194,0.00021309897,0.0017987296],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99333775,0.001603137,0.0026983027,0.0006911991,0.000395903,0.0012736814],"domain_scores_gemma":[0.9953985,0.001029431,0.0011621276,0.0011816318,0.00020316163,0.0010251098],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005565993,0.00027620117,0.0011187405,0.00028742317,0.0017901685,0.000014537027,0.00024779324,0.000120260076,0.00008122115],"category_scores_gemma":[0.00032330293,0.00022823003,0.00036222435,0.00086560275,0.00009767506,0.00024422977,0.00013442498,0.0008350186,0.000029749493],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008179665,0.00030242186,0.047816083,0.7824868,0.00006591069,5.9705513e-7,0.0011457906,0.0012323266,4.3517156e-7,0.054097872,0.011917518,0.10085243],"study_design_scores_gemma":[0.008061828,0.0012001605,0.17637986,0.42710713,0.00081984233,0.000006576236,0.0027954415,0.005856063,3.8126012e-7,0.0056320843,0.37115476,0.0009858713],"about_ca_topic_score_codex":0.0015173857,"about_ca_topic_score_gemma":0.000808226,"teacher_disagreement_score":0.35923725,"about_ca_system_score_codex":0.00032020445,"about_ca_system_score_gemma":0.0020739008,"threshold_uncertainty_score":0.9995094},"labels":[],"label_agreement":null},{"id":"W2968488983","doi":"10.2196/14458","title":"Impact of a Mobile App–Based Health Coaching and Behavior Change Program on Participant Engagement and Weight Status of Overweight and Obese Children: Retrospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; Health coaching; Coaching; Body mass index; Percentile; Medicine; mHealth; Cohort; Behavior change; Weight management; Cohort study; Gerontology; Psychology; Physical therapy; Psychological intervention; Psychiatry","score_opus":0.09654524361676889,"score_gpt":0.4836934831824097,"score_spread":0.3871482395656408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968488983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9475325,0.0044621886,0.000006066378,0.00031988023,0.00016131497,0.046754304,0.0005451466,0.00011501713,0.000103631326],"genre_scores_gemma":[0.9559747,0.00998389,0.0003761478,0.001002591,0.00013489398,0.032310408,0.00013103211,0.00006465766,0.000021707683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929941,0.0014530391,0.0018820728,0.0011132713,0.00059617887,0.0019613209],"domain_scores_gemma":[0.99451405,0.0005617335,0.0015858214,0.00073672656,0.00021744994,0.0023842098],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003524405,0.00050298317,0.0016388877,0.00042454206,0.0011582999,0.000017161865,0.000120956094,0.00025607637,0.00006061878],"category_scores_gemma":[0.000069825954,0.0004109152,0.000072064424,0.0004584014,0.00022732145,0.00016134731,0.00016956181,0.0012391575,0.000004819591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050974794,0.0028781292,0.9396353,0.0054632667,0.000047497895,9.1189713e-7,0.006457992,0.000001131419,0.0000059651984,0.0006045736,0.00014793532,0.04424758],"study_design_scores_gemma":[0.0046309214,0.01352249,0.97828066,0.0004955628,0.0001564575,0.000003670547,0.001631119,0.00031588404,0.0000013740106,0.00003301497,0.000680252,0.00024858958],"about_ca_topic_score_codex":0.011668551,"about_ca_topic_score_gemma":0.00070410146,"teacher_disagreement_score":0.04399899,"about_ca_system_score_codex":0.0005683473,"about_ca_system_score_gemma":0.002110557,"threshold_uncertainty_score":0.9998343},"labels":[],"label_agreement":null},{"id":"W2968677887","doi":"10.2196/12672","title":"Mobile Helpline and Reversible Contraception: Lessons From a Controlled Before-and-After Study in Rural India","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Koneen Säätiö","keywords":"Mobile phone; mHealth; Helpline; Medicine; Psychology; Family medicine; Nursing; Telecommunications; Psychological intervention; Computer science","score_opus":0.03336466878021185,"score_gpt":0.4300430370976385,"score_spread":0.3966783683174267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968677887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686933,0.005128692,0.000018573768,0.0045161326,0.00044037832,0.020223232,0.00019076034,0.000110293506,0.00067859335],"genre_scores_gemma":[0.964173,0.0060134893,0.00022713878,0.0062178723,0.0003761656,0.021116529,0.00009242242,0.000049865554,0.0017335231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947555,0.0009332801,0.0016656353,0.0008676321,0.0003329501,0.0014449871],"domain_scores_gemma":[0.9963789,0.0008204176,0.0006141474,0.00056717615,0.00013327037,0.0014860922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020466284,0.00040671104,0.0013387321,0.00036095962,0.0008917711,0.000026775995,0.00014231497,0.00043235745,0.00042322557],"category_scores_gemma":[0.000067957975,0.0003547677,0.000051893534,0.00040300583,0.00011811265,0.00022505138,0.00016687636,0.0013708087,0.00016191164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025025965,0.0005338975,0.9441047,0.0017823989,0.00001879199,0.000005631285,0.008761864,5.9251073e-7,0.0000069233006,0.0012227948,0.0005780105,0.04048181],"study_design_scores_gemma":[0.0234484,0.0017598387,0.9450944,0.0003305732,0.0000660592,0.000005011493,0.01181402,0.00032472957,1.5946182e-7,0.00069648505,0.016203618,0.00025667239],"about_ca_topic_score_codex":0.003075396,"about_ca_topic_score_gemma":0.008037945,"teacher_disagreement_score":0.040225137,"about_ca_system_score_codex":0.00028965453,"about_ca_system_score_gemma":0.0012013024,"threshold_uncertainty_score":0.99989045},"labels":[],"label_agreement":null},{"id":"W2969106514","doi":"10.2196/14276","title":"The Fever Coach Mobile App for Participatory Influenza Surveillance in Children: Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Centers for Disease Control and Prevention; National Research Foundation of Korea; National Research Foundation","keywords":"Usability; Mobile apps; mHealth; Smartphone app; Medicine; Internet privacy; Computer science; World Wide Web; Psychological intervention; Human–computer interaction; Nursing","score_opus":0.049348826188682866,"score_gpt":0.4039689749730115,"score_spread":0.3546201487843286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969106514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893234,0.0019809818,0.000004291993,0.00036398903,0.00017250559,0.0077545713,0.000208879,0.0000928899,0.00009850354],"genre_scores_gemma":[0.99651766,0.00017065562,0.000039190687,0.0017607303,0.00012225527,0.0012064261,0.00006983165,0.000030268315,0.000082961546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715984,0.00038009186,0.00070440175,0.00062158564,0.00033206385,0.0008020271],"domain_scores_gemma":[0.99782956,0.0004532693,0.00020705839,0.0008792448,0.000107054424,0.0005238446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002636588,0.00022254858,0.00059308065,0.00006790573,0.00023553516,0.000028208226,0.00016493215,0.00008416137,0.00002360924],"category_scores_gemma":[0.00017942413,0.00016077522,0.00006381658,0.0002729699,0.00013266777,0.000091000475,0.00007540274,0.0003161204,0.000039916795],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086637086,0.0006984878,0.9889837,0.00060063135,0.000022398573,0.0000011121398,0.00048439822,0.000009268177,0.0000025374138,0.000049653892,0.0010226449,0.0072588096],"study_design_scores_gemma":[0.0043996964,0.00096209865,0.98417455,0.000026004956,0.000018814568,0.0000051697302,0.00054915686,0.00027248383,0.0000012497028,0.000039149858,0.009407512,0.00014413198],"about_ca_topic_score_codex":0.00034536916,"about_ca_topic_score_gemma":0.00066140224,"teacher_disagreement_score":0.008384868,"about_ca_system_score_codex":0.00018887047,"about_ca_system_score_gemma":0.000616563,"threshold_uncertainty_score":0.65562236},"labels":[],"label_agreement":null},{"id":"W2969311089","doi":"10.2196/13173","title":"Evaluation of Heart Failure Apps to Promote Self-Care: Systematic App Search","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centennial College; University of Waterloo; McMaster University; Public Health Ontario; University Health Network; University of Toronto; Impact","funders":"","keywords":"Mobile apps; mHealth; Computer science; Heart failure; Medicine; Internet privacy; World Wide Web; Nursing; Psychological intervention","score_opus":0.131090616819927,"score_gpt":0.4560804926210495,"score_spread":0.3249898758011225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969311089","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047854593,0.96652186,0.00000917171,0.002318919,0.00017753083,0.030069677,0.000029834386,0.00011465946,0.00027978557],"genre_scores_gemma":[0.0010821886,0.99247205,0.0034240396,0.00034584588,0.00024671684,0.0017606493,0.00025658184,0.00009163038,0.00032029735],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946344,0.0009934544,0.0013010945,0.00071998796,0.0016505226,0.0007005291],"domain_scores_gemma":[0.9972703,0.00011468165,0.0004102745,0.0008726581,0.00052977947,0.00080230355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00421037,0.0005074977,0.003423771,0.0005975781,0.0001233456,0.00002791782,0.00012716935,0.00033941874,0.00004472249],"category_scores_gemma":[0.00007916121,0.00035891333,0.00029674193,0.000626732,0.000024962772,0.000055948953,0.00009379389,0.00044507836,0.00037341058],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015502745,0.00017058168,0.000022122042,0.7966183,0.00020296333,0.0000020973578,0.00088370877,2.7298069e-7,6.836862e-8,0.00007249142,0.0051805982,0.19683129],"study_design_scores_gemma":[0.0012688068,0.0013705527,0.00008804224,0.114111744,0.010518391,0.000059030423,0.00031445312,0.00005077164,3.1407012e-7,0.0000042885226,0.8719621,0.0002515132],"about_ca_topic_score_codex":0.00006528069,"about_ca_topic_score_gemma":0.000024969471,"teacher_disagreement_score":0.8667815,"about_ca_system_score_codex":0.0010250092,"about_ca_system_score_gemma":0.0038554082,"threshold_uncertainty_score":0.9998863},"labels":[],"label_agreement":null},{"id":"W2969332595","doi":"10.2196/15386","title":"Using Video Feedback Through Smartphone Instant Messaging in Fundamental Nursing Skills Teaching: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Natural Sciences and Engineering Research Council of Canada; Southern Medical University; Canadian Institutes of Health Research; University of Ottawa","keywords":"Observational study; Class (philosophy); Video feedback; Teaching method; Computer science; Medical education; Nursing; Multimedia; Medicine; Psychology; Mathematics education","score_opus":0.21051369008465762,"score_gpt":0.49694283444878795,"score_spread":0.28642914436413036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969332595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888377,0.00058834517,0.00003478315,0.0058754566,0.0006010634,0.002847252,0.000014482034,0.00008098621,0.0011198854],"genre_scores_gemma":[0.99204314,0.00003939195,0.0030335803,0.004290173,0.00022920965,0.000065283224,0.0001003327,0.00005184819,0.0001470606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966698,0.0003472505,0.0010062467,0.0006476631,0.00059538323,0.00073364953],"domain_scores_gemma":[0.9982708,0.00036935977,0.00034052436,0.00041766497,0.00014238985,0.00045927858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011023949,0.00027748456,0.0005808117,0.00030941915,0.00041700393,0.00004158073,0.00008481163,0.00013589239,0.00013329943],"category_scores_gemma":[0.000057013916,0.00027707912,0.000048566235,0.0005172516,0.00006810545,0.0003514472,0.00002954481,0.0007807595,0.000023735367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029116217,0.0014720948,0.9742245,0.0010014696,0.0000122384545,0.0000052799996,0.01981904,0.00029963112,0.000041421816,0.000707198,0.00011690073,0.0020090705],"study_design_scores_gemma":[0.004287227,0.0005770879,0.96870357,0.0009703024,0.000039317616,0.00003768497,0.021666085,0.0028934518,0.00000622551,0.00022334523,0.00038556228,0.00021012835],"about_ca_topic_score_codex":0.0016176826,"about_ca_topic_score_gemma":0.00006710688,"teacher_disagreement_score":0.0055209124,"about_ca_system_score_codex":0.0018175088,"about_ca_system_score_gemma":0.0022058373,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W2969341397","doi":"10.2196/12612","title":"Assessment of the Efficacy, Safety, and Effectiveness of Weight Control and Obesity Management Mobile Health Interventions: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Weight management; mHealth; Medicine; Obesity; Control (management); Psychology; Weight loss; Computer science; Nursing","score_opus":0.06794550356071005,"score_gpt":0.5085400066369467,"score_spread":0.4405945030762366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969341397","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008122055,0.906577,0.00023671845,0.00034715174,0.00048775843,0.09134417,0.0006174728,0.000047701065,0.00026081366],"genre_scores_gemma":[0.0012963595,0.9635729,0.00017131615,0.0013089303,0.00007052084,0.03320123,0.00013878082,0.000081093625,0.00015887627],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98089695,0.010248249,0.0059915986,0.0010586901,0.00062011316,0.0011843703],"domain_scores_gemma":[0.9857245,0.004519752,0.006856895,0.0016014948,0.00026882457,0.0010285093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012318226,0.0007481093,0.008141615,0.00038633303,0.0012271646,0.000010384748,0.0005079015,0.00050012465,0.000025203988],"category_scores_gemma":[0.00018260362,0.00049166736,0.0005342264,0.00079364545,0.00028552397,0.000083009596,0.00047153534,0.0016030773,0.000011031817],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037567195,0.00027124444,0.0006512691,0.91498715,0.00013615233,3.6235005e-7,0.00006973496,1.6467393e-7,1.20627295e-8,0.010743665,0.0002788329,0.07282385],"study_design_scores_gemma":[0.002135049,0.0006594873,0.019078745,0.86204267,0.003098144,0.000019208088,0.000105785635,0.000012853201,6.7806427e-9,0.00007879669,0.112492405,0.00027687516],"about_ca_topic_score_codex":0.00027184037,"about_ca_topic_score_gemma":0.00005885017,"teacher_disagreement_score":0.112213574,"about_ca_system_score_codex":0.00077181024,"about_ca_system_score_gemma":0.0038884447,"threshold_uncertainty_score":0.9997535},"labels":[],"label_agreement":null},{"id":"W2969404680","doi":"10.2196/11158","title":"A Mobile-Based Comprehensive Weight Reduction Program for the Workplace (Health-On): Development and Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Seoul National University Hospital; Seoul National University","keywords":"mHealth; Computer science; Environmental health; Operations management; Psychology; Applied psychology; Engineering; Medicine; Psychological intervention; Nursing","score_opus":0.10277979843204327,"score_gpt":0.4642415025920246,"score_spread":0.36146170415998136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969404680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88841367,0.0061398842,0.00041329366,0.014188825,0.0016132711,0.08822123,0.00006707014,0.00048436478,0.0004583809],"genre_scores_gemma":[0.85961777,0.0020158032,0.0036805524,0.013939531,0.00059522426,0.118788585,0.0001119069,0.000096810785,0.0011538124],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937937,0.00092353206,0.0017210979,0.0011354309,0.0004962084,0.0019299943],"domain_scores_gemma":[0.9944351,0.001824954,0.0010130352,0.0008738166,0.00033022187,0.00152291],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002535123,0.00049378944,0.00085790677,0.00027868876,0.004647216,0.000034544177,0.00026285535,0.00019436654,0.000060523656],"category_scores_gemma":[0.000045297696,0.00036152496,0.000048506543,0.00055662496,0.00014296688,0.00009511838,0.000092639864,0.0012761839,0.00014030394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070542335,0.005189308,0.042389844,0.022390135,0.00008271246,0.0000013284775,0.014089852,0.00005937825,0.0000100139,0.0072095,0.040184665,0.86133903],"study_design_scores_gemma":[0.008524296,0.018375685,0.1375944,0.00043790136,0.00005244973,0.000006734334,0.008918168,0.00091288023,0.0000028922238,0.000130408,0.8246561,0.00038805083],"about_ca_topic_score_codex":0.00039050507,"about_ca_topic_score_gemma":0.00031013667,"teacher_disagreement_score":0.860951,"about_ca_system_score_codex":0.00060277333,"about_ca_system_score_gemma":0.004663473,"threshold_uncertainty_score":0.99988365},"labels":[],"label_agreement":null},{"id":"W2969532470","doi":"10.2196/13418","title":"The Validity of Daily Self-Assessed Perceived Stress Measured Using Smartphones in Healthy Individuals: Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cohort; Psychology; Cohort study; Stress (linguistics); Clinical psychology; Medicine; Gerontology; Internal medicine","score_opus":0.10952572396665933,"score_gpt":0.4421712866606196,"score_spread":0.3326455626939603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969532470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909863,0.00064687745,0.000006933846,0.0007909154,0.0018381835,0.0045081987,0.00013221824,0.00008188032,0.0010085107],"genre_scores_gemma":[0.99886763,0.00009396562,0.00009835629,0.00036322803,0.000076638884,0.00031882114,0.000023934654,0.00004438808,0.00011302757],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945688,0.0015438988,0.0015273165,0.00070291857,0.0006086356,0.0010484278],"domain_scores_gemma":[0.99727154,0.00058028416,0.00074645435,0.0007588538,0.00014156455,0.0005013132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033600247,0.00030542648,0.0007434379,0.00027431024,0.00041220218,0.00006101358,0.00035881164,0.00017110078,0.000067677065],"category_scores_gemma":[0.000049166174,0.00024982778,0.0000911639,0.0005599714,0.000103704086,0.0002082339,0.00010962913,0.0005268639,0.000053042768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004586096,0.0033444008,0.98741204,0.0011654745,0.00005561152,0.000004086167,0.0043847514,0.0000031269117,0.0000031810023,0.0006013449,0.0001818978,0.0023855057],"study_design_scores_gemma":[0.0028577656,0.002941046,0.986794,0.00017186029,0.000046882575,0.000011801499,0.0064406195,0.00008097796,0.0000029504902,0.00023037614,0.0002424499,0.00017928175],"about_ca_topic_score_codex":0.004447768,"about_ca_topic_score_gemma":0.0026905267,"teacher_disagreement_score":0.007881357,"about_ca_system_score_codex":0.00043436856,"about_ca_system_score_gemma":0.00065469067,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W2969543485","doi":"10.2196/13765","title":"Real-Time Mobile Monitoring of Drinking Episodes in Young Adult Heavy Drinkers: Development and Comparative Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychology; Environmental health; Medicine","score_opus":0.07948555689148784,"score_gpt":0.38749847218428973,"score_spread":0.3080129152928019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969543485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969401,0.00065062835,5.7500336e-7,0.000034088196,0.00011047422,0.001902167,0.0000016599157,0.000038252612,0.0003220785],"genre_scores_gemma":[0.9978022,0.00091077,0.0008584031,0.000026369858,0.000035600104,0.00011248289,0.00001949669,0.000016038777,0.00021866891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981884,0.00016550279,0.00057819224,0.00037573648,0.0002699953,0.00042220537],"domain_scores_gemma":[0.99900126,0.00024981686,0.00019212582,0.00020915005,0.00010083478,0.0002468376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066835195,0.00021488029,0.0007737349,0.00019793973,0.000097729026,0.000011827564,0.000049098,0.000068322945,0.000011872595],"category_scores_gemma":[0.000014151333,0.00017739843,0.000022927485,0.00026164012,0.00004211748,0.00010648958,0.000032498483,0.00017940564,0.000011570132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006705326,0.00041076276,0.9647106,0.00032326792,0.000038359605,0.000007209727,0.031648196,0.0000019403076,0.0000372556,0.00001742554,0.000009275505,0.0021251834],"study_design_scores_gemma":[0.0042942674,0.0009260089,0.9796829,0.00035389865,0.000027310914,0.0000061623978,0.014242794,0.00004511712,0.0002862339,0.0000044960525,0.0000050404674,0.00012572891],"about_ca_topic_score_codex":0.0016208874,"about_ca_topic_score_gemma":0.002787083,"teacher_disagreement_score":0.017405402,"about_ca_system_score_codex":0.00020514397,"about_ca_system_score_gemma":0.00025918265,"threshold_uncertainty_score":0.72340983},"labels":[],"label_agreement":null},{"id":"W2969548807","doi":"10.2196/14380","title":"An Interactive Mobile Phone App (SMART 5-A-DAY) for Increasing Knowledge of and Adherence to Fruit and Vegetable Recommendations: Development and Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Randomized controlled trial; mHealth; Mobile apps; Smartphone app; Smart phone; Smartphone application; Multimedia; Medicine; Computer science; Internet privacy; World Wide Web; Psychological intervention; Telecommunications; Nursing","score_opus":0.07266769851803359,"score_gpt":0.46386038669139257,"score_spread":0.39119268817335895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969548807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431741,0.004046051,0.00085446326,0.0010928018,0.0006095713,0.049517874,0.00006977539,0.00008045298,0.0005548717],"genre_scores_gemma":[0.9257006,0.0041687516,0.007944089,0.0018375363,0.00022676724,0.05950462,0.00008518729,0.000046257523,0.00048618077],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99401575,0.0018787788,0.002173684,0.0008010858,0.0001691327,0.000961586],"domain_scores_gemma":[0.9901753,0.0064856,0.0010881021,0.00036378135,0.00037036298,0.0015168233],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008097326,0.00036078444,0.0020737161,0.00036549856,0.0012573049,0.00002869828,0.000119879995,0.0002238952,0.00006390767],"category_scores_gemma":[0.00063008466,0.00030245967,0.000052747528,0.00026211012,0.00013339253,0.00025244444,0.00011844394,0.0005329715,0.000019446976],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.82778955,0.000775507,0.00366979,0.008999021,0.000064779706,1.555733e-7,0.018515103,8.941257e-7,0.000107333326,0.00376416,0.0007446264,0.13556907],"study_design_scores_gemma":[0.93854225,0.0047048023,0.0062789153,0.0010638601,0.00014679504,0.0000059108825,0.0042115124,0.0017432808,0.000018397122,0.0007756002,0.042096578,0.00041207683],"about_ca_topic_score_codex":0.0009301158,"about_ca_topic_score_gemma":0.0005808654,"teacher_disagreement_score":0.13515699,"about_ca_system_score_codex":0.00018706694,"about_ca_system_score_gemma":0.002196058,"threshold_uncertainty_score":0.9999428},"labels":[],"label_agreement":null},{"id":"W2969717523","doi":"10.2196/14668","title":"The Elusive Path Toward Measuring Health Outcomes: Lessons Learned From a Pseudo-Randomized Controlled Trial of a Large-Scale Mobile Health Initiative","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Scale (ratio); Intervention (counseling); Psychology; Medicine; Applied psychology; Nursing; Medical education; Psychological intervention","score_opus":0.12131896733211187,"score_gpt":0.4697512470865913,"score_spread":0.34843227975447943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969717523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6555036,0.020128725,0.0015724852,0.1442923,0.0047732443,0.16830574,0.0017892323,0.0005910407,0.0030437016],"genre_scores_gemma":[0.8023208,0.06330476,0.0012088424,0.027191473,0.0008196943,0.10371779,0.00033401913,0.00017365332,0.00092898094],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97635376,0.009949357,0.006852249,0.0015909768,0.001413788,0.0038398542],"domain_scores_gemma":[0.97556806,0.012126244,0.007002542,0.0017070912,0.0007046591,0.002891413],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019960688,0.0009044131,0.0067239148,0.000436021,0.004661083,0.000047796442,0.0007211999,0.00060093985,0.00023033288],"category_scores_gemma":[0.0012062619,0.0006050868,0.0007297106,0.00083071855,0.00041528486,0.00024613345,0.00033304884,0.0027116716,0.00021567514],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.839996,0.0018278778,0.0049256543,0.008576777,0.0003857244,0.0000018663983,0.04252165,0.000016737644,0.0000055420396,0.029947136,0.007696281,0.06409879],"study_design_scores_gemma":[0.91783726,0.0036052128,0.0046343934,0.000959112,0.00014328801,0.000002349274,0.023534214,0.0011524676,9.866806e-7,0.005034945,0.04258443,0.0005113271],"about_ca_topic_score_codex":0.006047572,"about_ca_topic_score_gemma":0.0024124915,"teacher_disagreement_score":0.14681724,"about_ca_system_score_codex":0.0011886287,"about_ca_system_score_gemma":0.016562656,"threshold_uncertainty_score":0.99964005},"labels":[],"label_agreement":null},{"id":"W2969730092","doi":"10.2196/13133","title":"A Mobile Phone App to Improve the Mental Health of Taxi Drivers: Single-Arm Feasibility Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Mental health; mHealth; Mobile apps; Phone; Computer science; Internet privacy; Psychology; Medical emergency; Applied psychology; Medicine; Psychological intervention; Telecommunications; World Wide Web; Psychiatry","score_opus":0.060229892375865964,"score_gpt":0.43013909320337146,"score_spread":0.3699092008275055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969730092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97881705,0.0002774055,0.00008271118,0.0056112367,0.0037094662,0.0052615493,0.00014541393,0.000102935584,0.005992216],"genre_scores_gemma":[0.9908076,0.000064666965,0.0001385565,0.005666343,0.000256733,0.00028273225,0.000033277018,0.000021333808,0.0027287593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972491,0.00048230708,0.00087994116,0.0005188233,0.0003059589,0.0005638729],"domain_scores_gemma":[0.99810165,0.00014980031,0.0005575155,0.0006011581,0.00008352215,0.0005063758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011849762,0.0001975424,0.00048063704,0.00013790344,0.00029578098,0.000025367428,0.00019161304,0.00011348931,0.0022820863],"category_scores_gemma":[0.000025605043,0.00015078839,0.000102211605,0.00025374486,0.00008713614,0.0000970478,0.000058450558,0.00035041684,0.00047032002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10338785,0.014449763,0.010865862,0.0034411338,0.00024000762,0.0000035598493,0.2604488,0.000017332693,0.0011180285,0.01689352,0.2923339,0.29680023],"study_design_scores_gemma":[0.12545557,0.058823936,0.13147461,0.0002485032,0.000055219316,0.00007161753,0.04875611,0.0005057048,0.0001547522,0.00067907275,0.63272387,0.001051039],"about_ca_topic_score_codex":0.0006909194,"about_ca_topic_score_gemma":0.00015256567,"teacher_disagreement_score":0.34038997,"about_ca_system_score_codex":0.0003528056,"about_ca_system_score_gemma":0.00035213333,"threshold_uncertainty_score":0.99863},"labels":[],"label_agreement":null},{"id":"W2969750807","doi":"10.2196/14036","title":"An Ototoxicity Grading System Within a Mobile App (OtoCalc) for a Resource-Limited Setting to Guide Grading and Management of Drug-Induced Hearing Loss in Patients With Drug-Resistant Tuberculosis: Prospective, Cross-Sectional Case Series","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; South African Medical Research Council","keywords":"Ototoxicity; Drug resistant tuberculosis; Hearing loss; Medicine; Grading (engineering); Drug; mHealth; Tuberculosis; Audiology; Pharmacology; Surgery; Mycobacterium tuberculosis; Engineering; Psychological intervention; Pathology","score_opus":0.029526893212466973,"score_gpt":0.33595523702036806,"score_spread":0.30642834380790107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969750807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991223,0.00003000342,0.000057510606,0.00006652256,0.00011528196,0.008214494,0.00007369438,0.00012410614,0.0000954252],"genre_scores_gemma":[0.9958586,0.000010008871,0.0027691824,0.00021150123,0.000045061694,0.0009632168,0.000007574138,0.00006851206,0.00006634807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99598217,0.00029204678,0.0010735644,0.0011903498,0.00054713734,0.0009147547],"domain_scores_gemma":[0.9981469,0.00018631254,0.00046506396,0.00047019438,0.0001424565,0.0005890623],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015885244,0.0003579027,0.00054595945,0.00040187096,0.0006614046,0.00016063107,0.00018416902,0.00010256829,9.809154e-7],"category_scores_gemma":[0.000069628746,0.0003409681,0.000041700983,0.0007190736,0.00010973575,0.00029903976,0.00015750791,0.00033755263,0.0000012811076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019711454,0.00027656223,0.9771129,0.009797437,0.000015103459,0.000073019284,0.006297312,0.00081035495,0.002186574,0.0009848486,0.0000116503315,0.00046309872],"study_design_scores_gemma":[0.004052977,0.0020821423,0.9776908,0.0012723523,0.000029477795,0.00026786147,0.004627262,0.0044141156,0.004928485,0.000035462566,0.000083980354,0.0005150957],"about_ca_topic_score_codex":0.0005825061,"about_ca_topic_score_gemma":0.00031511922,"teacher_disagreement_score":0.008525085,"about_ca_system_score_codex":0.000623114,"about_ca_system_score_gemma":0.00018593791,"threshold_uncertainty_score":0.9999042},"labels":[],"label_agreement":null},{"id":"W2969803952","doi":"10.2196/14187","title":"The Preferences of Patients With Cancer Regarding Apps to Help Meet Their Illness-Related Information Needs: Qualitative Interview Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tenovus","keywords":"Qualitative research; Psychology; Information needs; Medicine; Nursing; Family medicine; World Wide Web; Computer science","score_opus":0.07344994227827988,"score_gpt":0.45352796797891815,"score_spread":0.38007802570063826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969803952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97391844,0.0009870722,0.000082118386,0.0053406544,0.00064812874,0.016964044,0.00025696607,0.00009164577,0.0017109279],"genre_scores_gemma":[0.9836584,0.0018823872,0.0000601307,0.0028698554,0.00006885457,0.011111135,0.000089548856,0.000029947898,0.00022975644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942897,0.0018183052,0.0019294302,0.0003399857,0.00052953314,0.0010930513],"domain_scores_gemma":[0.9949914,0.0012577121,0.0014431648,0.00063611724,0.00081981247,0.0008517773],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037628696,0.0003226511,0.0007300282,0.00031874466,0.0017819783,0.000023012097,0.00033910768,0.00018915033,0.000105955485],"category_scores_gemma":[0.00013751426,0.00018832713,0.000044347158,0.0010914918,0.000094515664,0.00039399992,0.00014279547,0.00071018795,0.00009323209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016963691,0.00046511818,0.38146827,0.009665358,0.000085594875,7.07345e-8,0.35024098,0.000019011508,8.913551e-7,0.012577978,0.006735112,0.23704524],"study_design_scores_gemma":[0.0048156045,0.0023813944,0.5192983,0.0012300538,0.000062377425,3.3772088e-7,0.34457752,0.00006374954,0.0000014132406,0.0007402567,0.1264788,0.00035014725],"about_ca_topic_score_codex":0.0018483405,"about_ca_topic_score_gemma":0.0020348362,"teacher_disagreement_score":0.2366951,"about_ca_system_score_codex":0.00030702518,"about_ca_system_score_gemma":0.0018407318,"threshold_uncertainty_score":0.99951756},"labels":[],"label_agreement":null},{"id":"W2969841224","doi":"10.2196/13978","title":"Exploring the Time Trend of Stress Levels While Using the Crowdsensing Mobile Health Platform, TrackYourStress, and the Influence of Perceived Stress Reactivity: Ecological Momentary Assessment Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perceived Stress Scale; Reactivity (psychology); Stress (linguistics); Stress measures; Clinical psychology; Population; Medicine; Psychology; Environmental health","score_opus":0.2138322902876132,"score_gpt":0.4423155874462414,"score_spread":0.2284832971586282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969841224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921493,0.00051754713,0.000003057833,0.0015876166,0.00037611322,0.0046934723,0.00039225337,0.000030775427,0.00024984154],"genre_scores_gemma":[0.9987636,0.00012588446,0.000048401143,0.0004605184,0.00006294704,0.0004270875,0.000015960139,0.000030341185,0.00006522673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588454,0.0011344762,0.0012181173,0.000532621,0.00047107498,0.00075915025],"domain_scores_gemma":[0.9967041,0.0012416893,0.0010090156,0.00069418555,0.00007190334,0.00027913303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021064659,0.00030626592,0.0007815068,0.00012851028,0.0006737451,0.00006006854,0.00033331546,0.00005371196,0.00005092012],"category_scores_gemma":[0.000019840903,0.00017032078,0.00008225376,0.00030927424,0.00058580184,0.00041759736,0.00021288457,0.00064439804,0.0000033675806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010876006,0.040033124,0.51533073,0.012289641,0.0011873898,0.00004118587,0.1566753,0.0041254642,0.0009387485,0.010743333,0.00050198095,0.24725711],"study_design_scores_gemma":[0.002587523,0.0076640015,0.9638656,0.00043318467,0.0000651664,0.00002902837,0.024706902,0.00032535638,0.000015024097,0.00013763449,0.000031289972,0.00013930308],"about_ca_topic_score_codex":0.004824512,"about_ca_topic_score_gemma":0.00086873956,"teacher_disagreement_score":0.44853488,"about_ca_system_score_codex":0.00024416292,"about_ca_system_score_gemma":0.0002914909,"threshold_uncertainty_score":0.7293252},"labels":[],"label_agreement":null},{"id":"W2969954455","doi":"10.2196/15019","title":"Content and Feature Preferences for a Physical Activity App for Adults with Physical Disabilities: Focus Group Findings (Preprint)","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; mHealth; Psychology; Personalization; Phone; Applied psychology; App store; Population; Preprint; Mobile phone; Internet privacy; Multimedia; Gerontology; Computer science; World Wide Web; Psychological intervention; Medicine","score_opus":0.07198758036307716,"score_gpt":0.42257026575313494,"score_spread":0.35058268539005777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969954455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635628,0.0002969734,0.0008792392,0.007827818,0.00023313188,0.026125196,0.0005440082,0.00019493239,0.00033591504],"genre_scores_gemma":[0.95458794,0.0004375047,0.0010907098,0.0014392525,0.0007050331,0.040911525,0.0001127951,0.00006471625,0.0006505432],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960314,0.00027022333,0.00053120614,0.0012117618,0.0003159477,0.0016394833],"domain_scores_gemma":[0.99409425,0.0032356612,0.00046562718,0.0005776011,0.0002668362,0.0013600027],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00084589387,0.00044306193,0.0010104746,0.00010795618,0.0014776639,0.000026017855,0.00019208962,0.0003148682,0.00001802232],"category_scores_gemma":[0.00017903127,0.00032983147,0.00010630041,0.00021590648,0.00020682142,0.00023291649,0.000097145734,0.00095096626,0.000023400276],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.035899874,0.0037153072,0.17043161,0.13632752,0.000110888985,6.397413e-7,0.06287756,0.000004056957,0.00021301929,0.12790771,0.017810924,0.4447009],"study_design_scores_gemma":[0.036822777,0.021515204,0.71109325,0.0033198046,0.00033853072,0.000019039333,0.0434635,0.010313814,0.00007163658,0.019855345,0.15136531,0.0018217894],"about_ca_topic_score_codex":0.0006305399,"about_ca_topic_score_gemma":0.0008096286,"teacher_disagreement_score":0.54066163,"about_ca_system_score_codex":0.00027847028,"about_ca_system_score_gemma":0.0010974995,"threshold_uncertainty_score":0.99991536},"labels":[],"label_agreement":null},{"id":"W2970004500","doi":"10.2196/14082","title":"Use of Evidence-Based Best Practices and Behavior Change Techniques in Breast Cancer Apps: Systematic Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Behavior change; Breast cancer; mHealth; Psychological intervention; Behavior change methods; Health care; Behaviour change; Psychology; Medicine; Applied psychology; Cancer; Clinical psychology; Social psychology; Nursing","score_opus":0.3993585251966663,"score_gpt":0.5482303547891834,"score_spread":0.14887182959251705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970004500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95438844,0.009680407,0.000036689435,0.011389371,0.00023765552,0.023758471,0.0003284438,0.000118074204,0.000062446255],"genre_scores_gemma":[0.89566207,0.035105918,0.0008560731,0.005722962,0.00016703388,0.062207084,0.000038238424,0.000040486877,0.00020011624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944487,0.0013193099,0.0019640534,0.0007471747,0.00044142533,0.0010792909],"domain_scores_gemma":[0.9926239,0.0024440885,0.0028770328,0.0007467455,0.00035698552,0.00095119566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028313429,0.00032289335,0.0013580869,0.0009881277,0.0004777241,0.00002152619,0.00018436364,0.00040217678,0.00014819132],"category_scores_gemma":[0.00024282109,0.00024969896,0.00007881748,0.0015859541,0.00010871489,0.0006558375,0.000083363506,0.0008539109,0.000025777728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024121844,0.0003205731,0.83400863,0.14903334,0.000022319187,0.000001482744,0.0008785949,0.0000013787751,0.000023635712,0.00044792754,0.00015693504,0.01486396],"study_design_scores_gemma":[0.00085103966,0.00032443265,0.97513163,0.017314268,0.0009870422,0.000006105055,0.0013577194,0.0012163878,0.00000543083,0.000017929387,0.0025085816,0.00027942235],"about_ca_topic_score_codex":0.03779799,"about_ca_topic_score_gemma":0.0060205464,"teacher_disagreement_score":0.14112301,"about_ca_system_score_codex":0.0003902024,"about_ca_system_score_gemma":0.0018500532,"threshold_uncertainty_score":0.9999955},"labels":[],"label_agreement":null},{"id":"W2970173653","doi":"10.2196/13892","title":"Childrens' and Parents' Willingness to Join a Smartphone-Based Emergency Response Community for Anaphylaxis: Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Join (topology); Anaphylaxis; Internet privacy; Medical emergency; Psychology; Advertising; Medicine; Computer science; Business","score_opus":0.07934351108417638,"score_gpt":0.4050620850200766,"score_spread":0.32571857393590026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970173653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992336,0.0011032508,0.0000916486,0.0040028444,0.0002205355,0.0019201842,0.00020564337,0.00005564741,0.00006428947],"genre_scores_gemma":[0.99658537,0.0004941721,0.00028006558,0.0018351388,0.00008818314,0.00013824896,0.00021422327,0.000040089406,0.00032452506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996972,0.00097446586,0.0004933744,0.00044216643,0.00033229933,0.0007856838],"domain_scores_gemma":[0.99735147,0.0005778837,0.00012141189,0.0005496316,0.00023425574,0.0011653333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035395303,0.00025042507,0.0005527883,0.0002960577,0.0005874228,0.000024826104,0.0001396659,0.00015328093,0.000060808576],"category_scores_gemma":[0.0004404676,0.00022000197,0.00007156191,0.0005703559,0.000078814,0.00006454537,0.00007184598,0.00060938374,0.000021277647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03193533,0.000921363,0.9350801,0.0052145855,0.00006240584,0.0000038310545,0.0018251782,0.0000073381675,0.00037485457,0.00009742757,0.0049559153,0.01952167],"study_design_scores_gemma":[0.0032805966,0.0059362417,0.98324543,0.00016673576,0.000004722856,0.000007660041,0.00034495702,0.0002462643,0.00005543849,0.000045885266,0.0064647836,0.00020127637],"about_ca_topic_score_codex":0.0022410455,"about_ca_topic_score_gemma":0.0026277488,"teacher_disagreement_score":0.048165336,"about_ca_system_score_codex":0.00007838623,"about_ca_system_score_gemma":0.00064633583,"threshold_uncertainty_score":0.897142},"labels":[],"label_agreement":null},{"id":"W2970210691","doi":"10.2196/15465","title":"A Smartphone Attention Bias App for Individuals With Addictive Disorders: Feasibility and Acceptability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Psychological intervention; mHealth; Cognitive bias modification; Clinical psychology; Addiction; Psychology; Attentional bias; Thematic analysis; Intervention (counseling); Descriptive statistics; Craving; Applied psychology; Medicine; Psychiatry; Qualitative research; Cognitive bias; Cognition","score_opus":0.09208738456362182,"score_gpt":0.4247221189135506,"score_spread":0.3326347343499288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970210691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98581237,0.003907336,0.00048785182,0.00041191542,0.00043067004,0.007459911,0.00033351415,0.00012987682,0.0010265755],"genre_scores_gemma":[0.9946796,0.0023647472,0.0005236351,0.00035044592,0.00013832419,0.0014808255,0.000109541514,0.00004678703,0.00030611255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654984,0.00050129625,0.00053931156,0.0013512798,0.0003323181,0.0007259768],"domain_scores_gemma":[0.99767095,0.00063134567,0.00046177735,0.000544456,0.00022273074,0.00046875043],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013917,0.0003740856,0.00059488654,0.00030799813,0.0004005097,0.00006473311,0.00014208075,0.0001807032,0.0003756577],"category_scores_gemma":[0.00015668572,0.00029096747,0.000060272476,0.0007114606,0.00018597931,0.00027460646,0.0000767907,0.000312478,0.000042541873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014784135,0.0026787897,0.84690547,0.0005647294,0.0000992894,3.4887836e-7,0.00512389,8.3193406e-8,3.867613e-7,0.00006535746,0.0007000077,0.1423832],"study_design_scores_gemma":[0.008661322,0.0047299047,0.9647307,0.000029388537,0.00013953513,0.000005228342,0.013274714,0.000006168311,8.857626e-7,0.0009993323,0.0071637984,0.0002590269],"about_ca_topic_score_codex":0.00050604687,"about_ca_topic_score_gemma":0.00051075005,"teacher_disagreement_score":0.14212418,"about_ca_system_score_codex":0.00014118136,"about_ca_system_score_gemma":0.00018703216,"threshold_uncertainty_score":0.9999542},"labels":[],"label_agreement":null},{"id":"W2970448360","doi":"10.2196/14753","title":"Evaluation of Mobile Apps Targeted at Patients With Spondyloarthritis for Disease Monitoring: Systematic App Search","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mobile apps; Psoriatic arthritis; App store; Disease; Physical therapy; World Wide Web; Computer science; Internal medicine","score_opus":0.19228047116148572,"score_gpt":0.5206836219895106,"score_spread":0.32840315082802485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970448360","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004316273,0.8921804,0.000045945944,0.00006622538,0.0009016499,0.09982988,0.002396691,0.00012592561,0.00013701094],"genre_scores_gemma":[0.0029622677,0.85466594,0.0002615573,0.0001435281,0.0004929129,0.1384835,0.002323092,0.00020145442,0.00046577537],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9867122,0.0038493196,0.00396077,0.0013680846,0.0020450002,0.0020646162],"domain_scores_gemma":[0.9879243,0.0024431497,0.0034695282,0.0015310384,0.0021209142,0.0025110983],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00839091,0.0008537625,0.004261818,0.00066472095,0.0017384391,0.000016319316,0.0004318491,0.00081114296,0.00012191502],"category_scores_gemma":[0.00039527257,0.0006588608,0.0003188995,0.0008332088,0.00014292273,0.00014348837,0.00017836735,0.0012534673,0.00018894962],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023557713,0.0002326538,0.0018864167,0.7061234,0.00005241991,2.7976407e-7,0.00030870156,0.0000028860766,1.3025169e-8,0.00017884395,0.00076484785,0.2902139],"study_design_scores_gemma":[0.007823991,0.0015463337,0.0050880094,0.21385208,0.00657977,0.0000035514938,0.0004801982,0.00028034893,9.2216716e-8,0.00008400816,0.7633592,0.00090242655],"about_ca_topic_score_codex":0.00012319678,"about_ca_topic_score_gemma":0.00005201305,"teacher_disagreement_score":0.76259434,"about_ca_system_score_codex":0.0023843898,"about_ca_system_score_gemma":0.014980872,"threshold_uncertainty_score":0.9995863},"labels":[],"label_agreement":null},{"id":"W2970478856","doi":"10.2196/13236","title":"Mental Health Apps in China: Analysis and Quality Assessment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Mobile phone; mHealth; Population; Medicine; Psychological intervention; Psychology; Psychiatry; Nursing; Environmental health; Computer science","score_opus":0.07889854378235327,"score_gpt":0.5057591482373243,"score_spread":0.426860604454971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970478856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745239,0.002047419,0.0000767725,0.013430615,0.00072529947,0.0014930906,0.00021898375,0.000069811824,0.0074140932],"genre_scores_gemma":[0.9948241,0.00027999113,0.00038491254,0.0028196531,0.000044187156,0.00014823918,0.00015736939,0.000024114373,0.0013173973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962025,0.00061765057,0.0011846373,0.0007541118,0.0002964901,0.0009445805],"domain_scores_gemma":[0.99816054,0.000099015866,0.0004563021,0.00044917178,0.000020109308,0.0008148511],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001904298,0.0002505412,0.0007772849,0.0005606524,0.00022288384,0.00004848158,0.00012876875,0.00012110071,0.00034518505],"category_scores_gemma":[0.000006020837,0.00024537146,0.000105716426,0.0008481995,0.000086593674,0.00018285819,0.00009583534,0.0004499748,0.00008416578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022633723,0.0011171038,0.84971553,0.0017258273,0.00010365894,0.0000025434235,0.0031168244,9.857683e-7,0.0000013449278,0.042503946,0.0009914121,0.10049446],"study_design_scores_gemma":[0.0016934003,0.0010217935,0.9932601,0.00009306183,0.000024171695,0.000010024168,0.0011558718,0.00008780255,4.9998823e-7,0.00059572916,0.0018789656,0.0001785801],"about_ca_topic_score_codex":0.008001885,"about_ca_topic_score_gemma":0.0034355796,"teacher_disagreement_score":0.14354454,"about_ca_system_score_codex":0.0005617756,"about_ca_system_score_gemma":0.00028793604,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W2970534654","doi":"10.2196/12434","title":"Intraindividual Variability Measurement of Fine Manual Motor Skills in Children Using an Electronic Pegboard: Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Spanish National Plan for Scientific and Technical Research and Innovation; Agencia Estatal de Investigación; Universidad de Alcalá; Ministerio de Economía y Competitividad; Ministerio de Ciencia, Innovación y Universidades","keywords":"Cohort; Physical medicine and rehabilitation; Psychology; Motor skill; Medicine; Audiology; Physical therapy; Developmental psychology","score_opus":0.025479042232435918,"score_gpt":0.3491903440609818,"score_spread":0.3237113018285459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970534654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952001,0.000108825,0.000032854598,0.00012088569,0.00022681634,0.004034578,0.000048744278,0.000034397857,0.00019279968],"genre_scores_gemma":[0.9992811,0.000017428552,0.0001280408,0.00018850715,0.00015290875,0.00012776519,0.000039848503,0.000025384517,0.00003901052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636745,0.00060421554,0.00076886406,0.0008029426,0.0005763639,0.0008801534],"domain_scores_gemma":[0.99870074,0.00005987775,0.00025881646,0.0005403892,0.0000840241,0.00035617515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029196066,0.00026861412,0.00064327073,0.00016776007,0.000091942624,0.000012655436,0.00020171194,0.00012019903,0.00020527412],"category_scores_gemma":[0.000022578819,0.00024332176,0.00004970814,0.00025379995,0.00005855074,0.00008536691,0.000074598785,0.00046113267,0.000015902362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024246871,0.004830002,0.9778357,0.000113957125,0.000092383416,8.722173e-7,0.0030888296,0.000004523496,0.000047117774,0.0006252256,0.000035316105,0.013083598],"study_design_scores_gemma":[0.0026435573,0.0019248747,0.99448204,0.000024969095,0.000049398794,0.000009100431,0.00017130766,0.000026367929,0.000008674888,0.00039931765,0.00005043934,0.0002099791],"about_ca_topic_score_codex":0.0018997113,"about_ca_topic_score_gemma":0.00031617715,"teacher_disagreement_score":0.016646307,"about_ca_system_score_codex":0.00045147195,"about_ca_system_score_gemma":0.00064924866,"threshold_uncertainty_score":0.9922374},"labels":[],"label_agreement":null},{"id":"W2970613490","doi":"10.2196/13756","title":"The Mobile-Based 6-Minute Walk Test: Usability Study and Algorithm Development and Validation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Oxford Biomedical Research Centre; Engineering and Physical Sciences Research Council; National Institute for Health and Care Research","keywords":"Usability; Computer science; Android (operating system); Phone; Mobile phone; Algorithm; Inertial measurement unit; Context (archaeology); Real-time computing; Multimedia; Artificial intelligence; Human–computer interaction; Telecommunications; Operating system","score_opus":0.055275138991263795,"score_gpt":0.38043541391622376,"score_spread":0.32516027492495997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970613490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99358416,0.00046204744,0.000051573086,0.0030146458,0.000079111946,0.0026431673,0.000009509293,0.000044091707,0.0001117207],"genre_scores_gemma":[0.9975407,0.00028727553,0.000803984,0.0009324253,0.00009737205,0.00017831111,0.000013749725,0.000013689987,0.0001324888],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982728,0.00014457054,0.00039180781,0.00044264714,0.00029612472,0.00045208423],"domain_scores_gemma":[0.99830145,0.0006312218,0.00014325605,0.00027064144,0.000065996195,0.0005874374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011096501,0.00017597989,0.00041736412,0.00005281861,0.0005717502,0.000040031904,0.000044853772,0.00007466301,0.0000068482377],"category_scores_gemma":[0.000050193423,0.00011803707,0.000018720304,0.00014831411,0.00011087247,0.000098296616,0.000046174686,0.0003450187,0.000009504316],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003931745,0.0024155641,0.3105223,0.0024131346,0.00001829391,0.0000034651746,0.0032010793,5.393618e-7,0.00003759104,0.000100345846,0.00012416742,0.68077034],"study_design_scores_gemma":[0.0031545367,0.004488394,0.98117995,0.00007948062,0.000044931367,0.000014307348,0.0009923702,0.0018470165,0.00011994933,0.00020086161,0.007723742,0.00015443655],"about_ca_topic_score_codex":0.00021745078,"about_ca_topic_score_gemma":0.00008100691,"teacher_disagreement_score":0.6806159,"about_ca_system_score_codex":0.00014496343,"about_ca_system_score_gemma":0.0007563072,"threshold_uncertainty_score":0.48134118},"labels":[],"label_agreement":null},{"id":"W2970674371","doi":"10.2196/16017","title":"Figure Correction: Digital Pain Drawings Can Improve Doctors’ Understanding of Acute Pain Patients: Survey and Pain Drawing Analysis","year":2019,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Acute pain; Medicine; Pain management; Physical therapy; Anesthesia","score_opus":0.019078737744704304,"score_gpt":0.2809617974389873,"score_spread":0.261883059694283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970674371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39455894,0.05979759,0.33193702,0.009751065,0.13748989,0.01707988,0.015781282,0.007075864,0.026528489],"genre_scores_gemma":[0.98399407,0.00658473,0.000054688397,0.0009612712,0.0004247935,0.00005127884,0.0034036392,0.00011343377,0.004412097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964665,0.0006132523,0.00092989433,0.0006612158,0.0004162927,0.0009128235],"domain_scores_gemma":[0.997449,0.0010069853,0.0004250778,0.0004067767,0.00010248121,0.0006096963],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040764534,0.0005372952,0.0013693768,0.00076510466,0.00024583828,0.000079278594,0.00020960747,0.0011730291,0.00002662525],"category_scores_gemma":[0.0006744887,0.00051669136,0.00016690696,0.0010497764,0.00021470737,0.0001538768,0.00007855871,0.001726723,0.0000014623447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012162777,0.00013955147,0.11542252,0.01032971,0.0017769742,0.00001723433,0.0018827553,0.000020583084,9.500809e-7,0.00022158984,0.68786573,0.18220077],"study_design_scores_gemma":[0.006383522,0.00785049,0.14039934,0.0040950696,0.0042007747,0.000018769262,0.008042423,0.2046413,0.000008451092,0.0020387822,0.6169612,0.005359929],"about_ca_topic_score_codex":0.00069051055,"about_ca_topic_score_gemma":0.0007539192,"teacher_disagreement_score":0.5894351,"about_ca_system_score_codex":0.0006262745,"about_ca_system_score_gemma":0.00043661654,"threshold_uncertainty_score":0.99972844},"labels":[],"label_agreement":null},{"id":"W2970755235","doi":"","title":"Feasibility of mood monitoring over one year for people with chronic obstructive pulmonary disease using an mHealth system: a retrospective analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Pulmonary disease; Mood; Medicine; Retrospective cohort study; Psychology; Intensive care medicine; Psychiatry; Internal medicine; Psychological intervention","score_opus":0.04860997965854985,"score_gpt":0.3778822842909953,"score_spread":0.32927230463244545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970755235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920832,0.0014120333,0.00028225302,0.00016062899,0.00015662418,0.00497342,0.00062909495,0.00009117144,0.00021156865],"genre_scores_gemma":[0.9976007,0.00013376132,0.001250087,0.000021466903,0.00047383516,0.00020415657,0.00016271025,0.00008195053,0.00007138096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956204,0.00026300817,0.00075061095,0.001268058,0.0009834524,0.0011144516],"domain_scores_gemma":[0.9958166,0.00013152846,0.0005426512,0.0010845455,0.00056907,0.0018556246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007446398,0.0004010224,0.0014284309,0.000560287,0.00033146812,0.000028735696,0.00017315036,0.00016384908,0.00006715957],"category_scores_gemma":[0.000050400875,0.00036321062,0.00023683487,0.0014276454,0.0002091258,0.0003553356,0.00008990892,0.0005009147,0.000003314703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004650624,0.00081722415,0.96807116,0.024184652,0.00029044112,0.000008338105,0.00048427674,0.00013160578,0.0001544169,0.00057032186,0.0000017397977,0.000635186],"study_design_scores_gemma":[0.0034160693,0.0011245619,0.97445047,0.0005028219,0.0016246341,0.000016894182,0.0014920938,0.016943876,0.000022762382,0.00013301116,0.0000031876875,0.0002696],"about_ca_topic_score_codex":0.0016968172,"about_ca_topic_score_gemma":0.0003247186,"teacher_disagreement_score":0.02368183,"about_ca_system_score_codex":0.004522329,"about_ca_system_score_gemma":0.0037337984,"threshold_uncertainty_score":0.999882},"labels":[],"label_agreement":null},{"id":"W2970962488","doi":"10.2196/12639","title":"Analysis of the Implementation, User Perspectives, and Feedback From a Mobile Health Intervention for Individuals Living With Hypertension (DREAM-GLOBAL): Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"NOSM University; University of Ottawa; University of Calgary; Queen's University; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"mHealth; Focus group; Medicine; Qualitative property; Psychological intervention; Blood pressure; Health care; Mobile phone; eHealth; Community health; Qualitative research; Nursing; Computer science; Public health; Business; Telecommunications","score_opus":0.054632451136956355,"score_gpt":0.5037614094212101,"score_spread":0.4491289582842537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970962488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701492,0.0035944441,0.0016554054,0.0019062173,0.00032437392,0.02142228,0.0008298254,0.00007184418,0.000046414447],"genre_scores_gemma":[0.97755396,0.0011978768,0.005646086,0.0023883088,0.000105764746,0.012783692,0.00018524154,0.000042584183,0.000096466036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928902,0.0028118903,0.0018081021,0.0009951694,0.00043053014,0.0010641174],"domain_scores_gemma":[0.99430597,0.0017105736,0.0018807148,0.0008408764,0.00046835592,0.0007934872],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004667465,0.00035381355,0.0012606309,0.00033101832,0.0015654877,0.000022884116,0.00024866124,0.00019560764,0.00017539205],"category_scores_gemma":[0.000111587244,0.00025168236,0.00014875123,0.0015065485,0.0001100397,0.00017098225,0.00021655411,0.00053095113,0.0000054184975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014582856,0.0006224237,0.89365315,0.0020896667,0.00029377386,6.02648e-8,0.013274422,0.000008893998,0.0000046944165,0.001704999,0.0014306222,0.08677147],"study_design_scores_gemma":[0.0032800445,0.0017505774,0.8700238,0.0002835331,0.0006447677,0.0000013371593,0.11718226,0.00027468987,8.230115e-7,0.00018320077,0.0062073027,0.00016765903],"about_ca_topic_score_codex":0.012644632,"about_ca_topic_score_gemma":0.009932836,"teacher_disagreement_score":0.10390784,"about_ca_system_score_codex":0.00053321285,"about_ca_system_score_gemma":0.0016543791,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W2971008990","doi":"10.2196/12424","title":"Considerations for Improved Mobile Health Evaluation: Retrospective Qualitative Investigation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"mHealth; Psychological intervention; Context (archaeology); Mobile phone; Applied psychology; Medicine; Computer science; Psychology; Nursing","score_opus":0.170343287681656,"score_gpt":0.5401220769823838,"score_spread":0.36977878930072783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971008990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78050774,0.006644435,0.0019229319,0.06541804,0.0033605844,0.13483265,0.00171658,0.0008068906,0.0047901305],"genre_scores_gemma":[0.8433571,0.0013541086,0.0076657753,0.028752359,0.0007894643,0.11620386,0.0007165219,0.0000988517,0.0010619542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919527,0.00239029,0.0021685527,0.001187204,0.0005163622,0.0017848822],"domain_scores_gemma":[0.99169713,0.0027759238,0.0016112195,0.00079332676,0.0013312699,0.0017911086],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009032597,0.00042524407,0.0010237764,0.0003442665,0.0033739377,0.000031045052,0.00015242895,0.00041113704,0.0007431283],"category_scores_gemma":[0.00073917746,0.00041603085,0.000105678446,0.0005739808,0.00017336449,0.00032512785,0.00007028003,0.0010875621,0.00024138419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011434513,0.00069662643,0.046262007,0.026320951,0.00012281943,4.6091134e-7,0.1476469,0.000056846486,0.00024869636,0.4647759,0.2061661,0.10655923],"study_design_scores_gemma":[0.026156386,0.010883483,0.19648127,0.0012031799,0.00029413746,0.000025437175,0.07479949,0.021710988,0.000020262984,0.27320912,0.3933262,0.0018900736],"about_ca_topic_score_codex":0.00091968337,"about_ca_topic_score_gemma":0.0011809145,"teacher_disagreement_score":0.1915668,"about_ca_system_score_codex":0.0017104076,"about_ca_system_score_gemma":0.010844448,"threshold_uncertainty_score":0.9998292},"labels":[],"label_agreement":null},{"id":"W2971469193","doi":"10.2196/13244","title":"Applicability of the User Engagement Scale to Mobile Health: A Survey-Based Quantitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Varimax rotation; mHealth; Scale (ratio); Context (archaeology); Digital health; Computer science; Psychology; User engagement; Mobile device; Applied psychology; World Wide Web; Psychometrics; Health care; Psychological intervention; Cronbach's alpha; Clinical psychology","score_opus":0.1424554759508791,"score_gpt":0.5136386006950086,"score_spread":0.37118312474412946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971469193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9341242,0.00046349203,0.00034799587,0.004101044,0.00070718396,0.05922893,0.0005119768,0.000120093624,0.00039512137],"genre_scores_gemma":[0.93522674,0.00016061812,0.0010858113,0.0140687525,0.00009429076,0.048843198,0.00006362372,0.00006209162,0.00039490178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98856866,0.005388027,0.0023990867,0.0011325888,0.0007728271,0.0017387887],"domain_scores_gemma":[0.99240446,0.002249707,0.0012904768,0.0018023024,0.00048866944,0.0017643769],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010405534,0.00041397416,0.0011791112,0.00025794265,0.002011948,0.000011809147,0.00057515135,0.0002305393,0.00026761167],"category_scores_gemma":[0.0002176829,0.0003102757,0.00011027911,0.0014800644,0.0001457403,0.00008621356,0.00031550156,0.0014143685,0.0003038712],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009862084,0.0017311196,0.9581402,0.006651639,0.0000148170675,1.5090541e-7,0.007602904,0.00009526754,0.000018796203,0.0016835395,0.008565195,0.014510162],"study_design_scores_gemma":[0.0024165867,0.0035083103,0.91461754,0.00021024812,0.00002000666,3.657207e-7,0.007509176,0.00013178894,0.0000047448984,0.00007875962,0.07128569,0.00021680059],"about_ca_topic_score_codex":0.008959065,"about_ca_topic_score_gemma":0.012049213,"teacher_disagreement_score":0.06272049,"about_ca_system_score_codex":0.00065232767,"about_ca_system_score_gemma":0.0062290323,"threshold_uncertainty_score":0.9999349},"labels":[],"label_agreement":null},{"id":"W2971497780","doi":"10.2196/15664","title":"Development of MyTeen Text Messaging Program to Support Parents of Adolescents: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cure Kids","keywords":"Text messaging; Qualitative research; Psychology; Computer science; Internet privacy; Sociology","score_opus":0.11423190565004433,"score_gpt":0.5275623910423669,"score_spread":0.4133304853923226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971497780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916494,0.00009042113,0.00002773786,0.0002987187,0.00048562002,0.0038533981,0.00007479513,0.000051596962,0.003468301],"genre_scores_gemma":[0.9973009,0.0000020721604,0.0011353083,0.0003234912,0.00001516538,0.0003630925,0.000033496617,0.000027738295,0.0007987393],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968225,0.0003109911,0.0013798034,0.00046565128,0.0003844391,0.0006366586],"domain_scores_gemma":[0.99838936,0.000057330406,0.00055050984,0.0003486799,0.00011765939,0.0005364592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011682761,0.00020129354,0.00054003834,0.0002589776,0.00008940566,0.000011077669,0.00020415103,0.000068071044,0.00013508368],"category_scores_gemma":[0.000014656197,0.00019140141,0.00005546255,0.0003615639,0.00005196906,0.000101865095,0.00011677317,0.00018422613,0.00020199023],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011029812,0.015212849,0.21302533,0.00908629,0.00012371632,0.0000040599025,0.32606873,2.9964468e-7,0.000010242198,0.002465338,0.0013769473,0.4315232],"study_design_scores_gemma":[0.0031641894,0.010310981,0.81935096,0.0010411347,0.00003328247,0.0000045578604,0.16184302,0.0000022605393,0.00006944218,0.00012458424,0.0037838558,0.00027172957],"about_ca_topic_score_codex":0.0002320399,"about_ca_topic_score_gemma":0.00012649054,"teacher_disagreement_score":0.6063256,"about_ca_system_score_codex":0.00015236983,"about_ca_system_score_gemma":0.00033765027,"threshold_uncertainty_score":0.7805123},"labels":[],"label_agreement":null},{"id":"W2971760786","doi":"10.2196/12956","title":"Effects of Mobile Health Prompts on Self-Monitoring and Exercise Behaviors Following a Diabetes Prevention Program: Secondary Analysis From a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"mHealth; Self-monitoring; Medicine; Physical therapy; Diabetes mellitus; Type 2 diabetes; Randomized controlled trial; Self-management; Behavior change; Aerobic exercise; Activity monitor; Physical activity; Psychology; Psychological intervention; Nursing; Computer science; Social psychology","score_opus":0.019325868494985073,"score_gpt":0.4220423940186439,"score_spread":0.40271652552365883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971760786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88453776,0.010023277,0.00001790434,0.00035361596,0.0012145118,0.10332089,0.00004662703,0.00032603025,0.0001594163],"genre_scores_gemma":[0.832533,0.0066217175,0.0014772987,0.0004962172,0.00031581888,0.1581564,0.00014430057,0.00006472567,0.00019052025],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98986495,0.0031024723,0.0034627186,0.0011693286,0.00068774784,0.0017127692],"domain_scores_gemma":[0.99027795,0.0044110683,0.002777924,0.00069750595,0.00017447077,0.0016610867],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005471212,0.0005839043,0.005265992,0.00082145876,0.0012098579,0.00002910233,0.0002110076,0.00049923075,0.00006361318],"category_scores_gemma":[0.00020077532,0.0004778622,0.0006517998,0.0009795121,0.00010165265,0.00019922123,0.00010502457,0.0012718935,0.00002264298],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6663287,0.0050045084,0.08744041,0.036477774,0.0014034755,0.000003043756,0.010641812,0.0000070227356,0.00007003798,0.0007176597,0.00034031572,0.19156523],"study_design_scores_gemma":[0.94365925,0.0052774167,0.042618856,0.002167094,0.00295097,2.7272668e-7,0.00091721903,0.0005546043,0.000024682999,0.00038908652,0.0010194692,0.000421075],"about_ca_topic_score_codex":0.0013875362,"about_ca_topic_score_gemma":0.00008747974,"teacher_disagreement_score":0.27733055,"about_ca_system_score_codex":0.00037003917,"about_ca_system_score_gemma":0.0029635655,"threshold_uncertainty_score":0.9997673},"labels":[],"label_agreement":null},{"id":"W2971868680","doi":"10.2196/14569","title":"From Paper to Digital Applications of the Pain Drawing: Systematic Review of Methodological Milestones","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Danmarks Grundforskningsfond; Deutscher Akademischer Austauschdienst; National Research Foundation","keywords":"Psychology; Computer science; Data science; Medicine","score_opus":0.17985850513354326,"score_gpt":0.47670814721746846,"score_spread":0.29684964208392517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971868680","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005373758,0.9810618,0.0019479167,0.0011391505,0.00004702027,0.015242617,0.00016575927,0.00006141692,0.00032895277],"genre_scores_gemma":[0.000039666003,0.99037325,0.0026497948,0.004565277,0.00016101416,0.0018804346,0.00012259491,0.00003314058,0.00017483761],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952311,0.0016649335,0.0018936818,0.00045974704,0.00044674342,0.00030377525],"domain_scores_gemma":[0.9945155,0.00233398,0.0015519074,0.0011872863,0.00013417032,0.00027719873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044287965,0.00032519194,0.0041749324,0.00019136729,0.00005314763,0.000009019328,0.00039236803,0.00023846535,0.000017543123],"category_scores_gemma":[0.0020753671,0.00018194152,0.00043136423,0.0007158927,0.000077095545,0.000039951203,0.00018417198,0.00037766143,0.00001315501],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004198457,0.00006631995,0.00003772691,0.8799942,0.0000473919,4.602076e-7,0.000032705488,3.4839451e-9,5.5592494e-8,0.00010050561,0.004010786,0.1157056],"study_design_scores_gemma":[0.00009745372,0.00020034789,0.0001487225,0.65389025,0.0036639103,0.000008894154,0.0000395014,9.320014e-7,5.1327014e-8,0.00015276075,0.34164652,0.00015066001],"about_ca_topic_score_codex":0.00004822836,"about_ca_topic_score_gemma":8.499312e-7,"teacher_disagreement_score":0.33763573,"about_ca_system_score_codex":0.00012553629,"about_ca_system_score_gemma":0.0006186584,"threshold_uncertainty_score":0.741936},"labels":[],"label_agreement":null},{"id":"W2971944541","doi":"10.2196/13640","title":"Reliability of a Smartphone Compared With an Inertial Sensor to Measure Shoulder Mobility: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inertial measurement unit; Reliability (semiconductor); Accelerometer; Computer science; Intraclass correlation; Physical medicine and rehabilitation; Simulation; Medicine; Artificial intelligence","score_opus":0.07804110084988201,"score_gpt":0.4150975714398111,"score_spread":0.33705647058992905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971944541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502075,0.000063808926,0.000022425982,0.000529936,0.00018205705,0.0038354315,0.00005563231,0.00007385101,0.00021609633],"genre_scores_gemma":[0.99806106,0.000005188764,0.0006119814,0.00078059826,0.00013261788,0.000165721,0.000042777923,0.000025275323,0.0001747801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997447,0.00019694737,0.0006268628,0.00069086085,0.00060482963,0.00043350368],"domain_scores_gemma":[0.997951,0.00008469244,0.00014998837,0.0006709105,0.00034330174,0.0008001571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008694259,0.00023872752,0.00065176876,0.00012611176,0.00015229348,0.000019344732,0.00006759604,0.0001159304,0.00011245391],"category_scores_gemma":[0.000038417857,0.0001679384,0.000051670224,0.00030692783,0.0000983709,0.00010647568,0.00003256142,0.00030621304,0.000014102661],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012801479,0.0040946477,0.97962147,0.0008417953,0.000047931368,0.000008234755,0.0016544418,0.00005084066,0.00017471754,0.000012938124,0.000049886,0.00064163376],"study_design_scores_gemma":[0.006283788,0.012594996,0.97960603,0.000031425003,0.00012713092,0.000047047615,0.0007782547,0.0000924863,0.00015284623,0.000015134261,0.00013682022,0.00013403356],"about_ca_topic_score_codex":0.0011355,"about_ca_topic_score_gemma":0.00037138985,"teacher_disagreement_score":0.008500349,"about_ca_system_score_codex":0.0001961555,"about_ca_system_score_gemma":0.0006234368,"threshold_uncertainty_score":0.68483293},"labels":[],"label_agreement":null},{"id":"W2971997848","doi":"10.2196/11915","title":"A Model for Assessing Necessary Conditions for Rural Health Care’s Mobile Health Readiness: Qualitative Assessment of Clinician-Perceived Barriers","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Thematic analysis; Health care; Nursing; Rural area; Qualitative research; Telemedicine; Medicine; Medical education; Psychology; Psychological intervention; Political science; Sociology","score_opus":0.13109783151662327,"score_gpt":0.5840874036302343,"score_spread":0.452989572113611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971997848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7864141,0.007161704,0.044676762,0.02966497,0.0030179867,0.11417171,0.012586614,0.0006759492,0.0016302301],"genre_scores_gemma":[0.878751,0.0032483772,0.01867918,0.02368519,0.00037984792,0.071899556,0.0026551834,0.00016756605,0.00053412357],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98918307,0.0015513647,0.004362554,0.0012794771,0.0006065278,0.0030169853],"domain_scores_gemma":[0.98700875,0.0037846144,0.003792764,0.0010506221,0.001153299,0.0032099294],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00656371,0.00066956005,0.0023977754,0.0005735639,0.0041469894,0.000033269986,0.0004201568,0.0005488344,0.00009683758],"category_scores_gemma":[0.0002847894,0.00065706327,0.00031539355,0.0006432724,0.00026775477,0.00046936094,0.000107801876,0.0012667461,0.000016066553],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025238197,0.0015329478,0.04426055,0.24040408,0.00023598826,6.488227e-7,0.28672722,0.0016738203,0.00016947089,0.20022586,0.12217315,0.100072436],"study_design_scores_gemma":[0.02687063,0.011398958,0.07707805,0.00473616,0.00026134038,0.000007927955,0.609555,0.16151598,0.00000238309,0.011576702,0.09510833,0.0018885162],"about_ca_topic_score_codex":0.0015634384,"about_ca_topic_score_gemma":0.0008406435,"teacher_disagreement_score":0.3228278,"about_ca_system_score_codex":0.0019518251,"about_ca_system_score_gemma":0.031161888,"threshold_uncertainty_score":0.9995881},"labels":[],"label_agreement":null},{"id":"W2972709442","doi":"10.2196/12267","title":"A Qualitative Evaluation of the Acceptability of a Tailored Smartphone Alcohol Intervention for a Military Population: Information About Drinking for Ex-Serving Personnel (InDEx) App","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; Medical Research Council; National Institute for Health and Care Research; King's College London; King's College Hospital NHS Foundation Trust","keywords":"Thematic analysis; Credibility; Population; Short Message Service; Intervention (counseling); Index (typography); Service (business); Medicine; Applied psychology; Qualitative research; World Wide Web; Computer science; Psychology; Nursing","score_opus":0.10079802515871951,"score_gpt":0.44257614750983665,"score_spread":0.34177812235111715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972709442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99242145,0.00083767733,0.0006323911,0.00053312886,0.00021185502,0.005273748,0.000023093802,0.000018538125,0.000048133767],"genre_scores_gemma":[0.99802977,0.000038810595,0.0010510554,0.00019133174,0.00004598011,0.00039047515,0.00021551628,0.000009922466,0.00002712437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983235,0.00017847588,0.0007201912,0.0001774607,0.0003815696,0.00021879975],"domain_scores_gemma":[0.9984335,0.0002626817,0.0005085396,0.00025214904,0.0004666485,0.00007650935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021849808,0.0001273947,0.0003989215,0.000118524054,0.00012150811,0.0000047164667,0.00005940035,0.00008470025,0.000056820914],"category_scores_gemma":[0.00024281793,0.00009183767,0.00018634429,0.0001905996,0.000038615188,0.00032254469,0.00001752599,0.0000791411,8.3075463e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033939108,0.00025715932,0.73291385,0.008261256,0.00009458516,1.9569994e-8,0.15790021,0.00004906591,0.000036500125,0.00041751785,0.00008109058,0.09659483],"study_design_scores_gemma":[0.00968684,0.0005161385,0.93508005,0.00027010386,0.00022817813,0.0000011189114,0.04058398,0.0125366,0.00006773085,0.0009407616,0.000019176734,0.00006931975],"about_ca_topic_score_codex":0.0004236034,"about_ca_topic_score_gemma":0.0005984181,"teacher_disagreement_score":0.20216621,"about_ca_system_score_codex":0.00024856167,"about_ca_system_score_gemma":0.00021396528,"threshold_uncertainty_score":0.37450314},"labels":[],"label_agreement":null},{"id":"W2972747751","doi":"10.2196/14914","title":"A Smartphone App to Improve Medication Adherence in Patients With Type 2 Diabetes in Asia: Feasibility Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lee Kong Chian School of Medicine, Nanyang Technological University; Changi General Hospital; Nanyang Technological University","keywords":"Medicine; Randomized controlled trial; Type 2 diabetes; Diabetes mellitus; Physical therapy; Population; Body mass index; Medication adherence; Type 2 Diabetes Mellitus; Intervention (counseling); Family medicine; Internal medicine; Nursing","score_opus":0.029287907906279154,"score_gpt":0.4012364017317012,"score_spread":0.37194849382542206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972747751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9200677,0.0004344923,0.000016587463,0.0030337854,0.001248471,0.07399136,0.000029592966,0.00009111555,0.0010868409],"genre_scores_gemma":[0.9522156,0.00048551103,0.00030216927,0.0043468126,0.00020646252,0.041997023,0.00011557344,0.000041826865,0.00028898063],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99185824,0.0022113675,0.002699586,0.0010002522,0.0005772003,0.0016533384],"domain_scores_gemma":[0.9942135,0.0021930323,0.0010998169,0.0007628082,0.00034598666,0.0013848534],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069714393,0.00038622285,0.0024616572,0.00051143183,0.00037541945,0.000012383994,0.00023304949,0.00042042587,0.00022244552],"category_scores_gemma":[0.0010564184,0.00028279467,0.00007676137,0.0010237658,0.00010787171,0.00016014892,0.00007984155,0.0012702628,0.00024273305],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.62069017,0.0005987759,0.36998916,0.0018849061,0.00000873188,2.423111e-7,0.00076019013,0.0000017868114,0.0000023022194,0.0006924789,0.0005403912,0.0048308424],"study_design_scores_gemma":[0.6276131,0.001517522,0.3690126,0.0002669849,0.00002367455,6.077529e-8,0.0001845651,0.00020082359,3.3173998e-7,0.00026700465,0.00074772415,0.00016562319],"about_ca_topic_score_codex":0.0012049656,"about_ca_topic_score_gemma":0.0021593436,"teacher_disagreement_score":0.032147884,"about_ca_system_score_codex":0.00072410057,"about_ca_system_score_gemma":0.0036322002,"threshold_uncertainty_score":0.99996245},"labels":[],"label_agreement":null},{"id":"W2973973537","doi":"10.2196/16190","title":"Metadata Correction: A Mobile Health Wallet for Pregnancy-Related Health Care in Madagascar: Mixed-Methods Study on Opportunities and Challenges","year":2019,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metadata; mHealth; Health data; Health care; Pregnancy; Computer science; Medicine; Mobile device; Internet privacy; Telemedicine; World Wide Web; Nursing; Psychological intervention; Political science","score_opus":0.10113783194180838,"score_gpt":0.4308687450050742,"score_spread":0.32973091306326585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973973537","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017096523,0.8547589,0.000022557977,0.059015006,0.029971588,0.03190128,0.0016339426,0.0003761146,0.0052240673],"genre_scores_gemma":[0.02092295,0.9139142,0.0010809484,0.017633205,0.0015246498,0.0038461783,0.003200904,0.0003482737,0.0375287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99142087,0.0017155716,0.0022227913,0.0019148551,0.00076814834,0.0019577965],"domain_scores_gemma":[0.9948219,0.00036089247,0.0014274284,0.0011357771,0.0002491372,0.0020048318],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027773816,0.0010797109,0.00361109,0.0008459441,0.00065673765,0.00008339127,0.00028056657,0.0008136779,0.000019021609],"category_scores_gemma":[0.00007403976,0.00093430514,0.00019451277,0.0003274977,0.00013776013,0.000219596,0.00020295281,0.0024153122,0.0000074662366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014307564,0.001583413,0.00080211216,0.07870622,0.0001874992,0.000050292198,0.015347394,0.0000018190494,4.9603305e-8,0.0008698567,0.35254154,0.548479],"study_design_scores_gemma":[0.0070212595,0.046329893,0.057766236,0.010945218,0.0002087743,0.0002627151,0.056414504,0.00007053647,2.4734172e-7,0.00009017376,0.82016146,0.00072896905],"about_ca_topic_score_codex":0.0028853577,"about_ca_topic_score_gemma":0.0037210146,"teacher_disagreement_score":0.54775006,"about_ca_system_score_codex":0.0014336288,"about_ca_system_score_gemma":0.0071803485,"threshold_uncertainty_score":0.99988616},"labels":[],"label_agreement":null},{"id":"W2974977280","doi":"10.2196/12859","title":"A Smartphone App Designed to Empower Patients to Contribute Toward Safer Surgical Care: Community-Based Evaluation Using a Participatory Approach","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King's Health Partners; King's College London; Guy's and St Thomas' Charity; National Institute for Health and Care Research; Maudsley Charity; King's College Hospital NHS Foundation Trust; Department of Health and Social Care; National Institute for Health Research Applied Research Collaboration South London; South London and Maudsley NHS Foundation Trust","keywords":"Usability; Ethnic group; SAFER; Participatory action research; Medicine; Nursing; Psychology; Medical education; Computer science","score_opus":0.23513141594420048,"score_gpt":0.5054530311114768,"score_spread":0.27032161516727626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974977280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822579,0.00017593069,0.0041856146,0.002889534,0.00093361124,0.00800079,0.00013444589,0.000119723416,0.0013024315],"genre_scores_gemma":[0.98083335,0.000011709475,0.0015206117,0.015438389,0.00013654165,0.0012937376,0.00064765796,0.00004224329,0.00007572885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99223816,0.004087558,0.0010566189,0.00051161775,0.00089497096,0.0012110742],"domain_scores_gemma":[0.99584717,0.00058548665,0.00045849153,0.00064682483,0.0007218881,0.0017401687],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004355179,0.00029809607,0.0006295467,0.0003068632,0.0013572507,0.000005322103,0.00022129857,0.00032240208,0.00015316605],"category_scores_gemma":[0.00032235353,0.00027161874,0.00006550281,0.00061863684,0.000056348847,0.0001235487,0.00012511517,0.0009807235,0.00030756928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009466002,0.0029909466,0.7277028,0.014937379,0.00006679014,0.0000033843758,0.21503823,0.002857696,0.000111400426,0.0011487573,0.011441106,0.014235521],"study_design_scores_gemma":[0.02394131,0.0032223633,0.78549165,0.0009708653,0.00025755502,0.000002019382,0.01978225,0.0062650046,0.000025420291,0.000063108026,0.15899996,0.000978505],"about_ca_topic_score_codex":0.00057209644,"about_ca_topic_score_gemma":0.00009347305,"teacher_disagreement_score":0.19525598,"about_ca_system_score_codex":0.0011427081,"about_ca_system_score_gemma":0.0028280187,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W2974984725","doi":"10.2196/13536","title":"Facilitators and Barriers to Chronic Disease Self-Management and Mobile Health Interventions for People Living With Diabetes and Hypertension in Cambodia: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health","keywords":"Psychological intervention; Diabetes mellitus; Self-management; Medicine; Qualitative research; Gerontology; mHealth; Chronic disease; eHealth; Nursing; Health care; Family medicine; Computer science","score_opus":0.03266120913781297,"score_gpt":0.37321441622576634,"score_spread":0.3405532070879534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974984725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597082,0.03177911,0.000009041224,0.0025726708,0.000049972234,0.005782391,0.000047369234,0.000039969666,0.000011262293],"genre_scores_gemma":[0.99327004,0.0025380694,0.0003877784,0.0025582833,0.00002710169,0.0011024909,0.0000071532427,0.000020958772,0.00008814134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818105,0.00019791372,0.00039175473,0.0005674101,0.00018416531,0.00047772928],"domain_scores_gemma":[0.99818474,0.00032595926,0.000103080696,0.00018956303,0.00007455273,0.0011220743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008805946,0.0002142428,0.00084787334,0.00024482884,0.000331488,0.000026232352,0.00002909987,0.00003848193,0.00000527165],"category_scores_gemma":[0.00004634234,0.00016331684,0.00003094151,0.00018378143,0.00005642024,0.00009240072,0.000114041766,0.00015402732,0.0000010434767],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004491286,0.00047901113,0.8448161,0.026327351,0.00023930414,0.000007255788,0.11952078,0.0000021923415,0.000002915896,0.00012573825,0.0012598936,0.0067703663],"study_design_scores_gemma":[0.0039662845,0.0086862985,0.8680198,0.0016171071,0.0004034758,0.000005156075,0.11594067,0.00017568801,2.449778e-7,0.000027649236,0.0009691142,0.00018850266],"about_ca_topic_score_codex":0.00021534045,"about_ca_topic_score_gemma":0.000756043,"teacher_disagreement_score":0.03356181,"about_ca_system_score_codex":0.000059399503,"about_ca_system_score_gemma":0.0002240122,"threshold_uncertainty_score":0.6659868},"labels":[],"label_agreement":null},{"id":"W2975003289","doi":"10.2196/14452","title":"Development of a Deep Learning Model for Dynamic Forecasting of Blood Glucose Level for Type 2 Diabetes Mellitus: Secondary Analysis of a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of General Medical Sciences","keywords":"Type 2 Diabetes Mellitus; Randomized controlled trial; Medicine; Diabetes mellitus; Type 2 diabetes; Physical therapy; Internal medicine; Artificial intelligence; Computer science; Endocrinology","score_opus":0.08763964338857322,"score_gpt":0.4245654763130927,"score_spread":0.3369258329245195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975003289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9369121,0.0055585033,0.01743189,0.00022793465,0.00031026232,0.039117806,0.00026159408,0.000038678238,0.0001412074],"genre_scores_gemma":[0.93325424,0.0017464055,0.038287915,0.000425722,0.00006728526,0.025505103,0.0004200419,0.00005240986,0.00024088945],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99238586,0.0007219468,0.004820168,0.0005705244,0.00035664908,0.0011448631],"domain_scores_gemma":[0.9868313,0.00675712,0.0044359663,0.0004040342,0.0010067758,0.0005647706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008753156,0.0003327343,0.0045768167,0.0008049043,0.00067290413,0.0000040990017,0.00020103043,0.0003304779,0.000058598198],"category_scores_gemma":[0.0013051216,0.00027595458,0.0005540335,0.0007698052,0.00011160654,0.00007846929,0.00006164776,0.0005108438,0.0000014600207],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8674987,0.00079380354,0.0015893034,0.045472506,0.0017962646,5.3035876e-8,0.01086575,0.0012921485,0.0002814366,0.0044226884,0.00004277702,0.06594456],"study_design_scores_gemma":[0.50455326,0.00064671604,0.00044485574,0.00023875626,0.0020682814,1.0499836e-7,0.0007253765,0.4903745,0.000020600779,0.0004526191,0.00032581776,0.00014906976],"about_ca_topic_score_codex":0.000069187925,"about_ca_topic_score_gemma":0.0003994332,"teacher_disagreement_score":0.48908237,"about_ca_system_score_codex":0.00012858448,"about_ca_system_score_gemma":0.0047651343,"threshold_uncertainty_score":0.99996924},"labels":[],"label_agreement":null},{"id":"W2975155518","doi":"10.2196/15775","title":"A Mobile Health App (Roadmap 2.0) for Patients Undergoing Hematopoietic Stem Cell Transplant: Qualitative Study on Family Caregivers' Perspectives and Design Considerations","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Thematic analysis; Medicine; Qualitative research; Psychological intervention; mHealth; Transplantation; Coding (social sciences); Gerontology; Psychology; Nursing; Family medicine; Internal medicine","score_opus":0.05580371359110745,"score_gpt":0.3749568315957489,"score_spread":0.3191531180046414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975155518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98514426,0.004584729,0.00051854405,0.0006810984,0.0002139316,0.008334152,0.00015920159,0.00007283419,0.00029123112],"genre_scores_gemma":[0.9963825,0.0010789852,0.00016187594,0.001287863,0.000050744115,0.0007517046,0.000033507968,0.000036404064,0.00021646262],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976735,0.000458698,0.00043593877,0.0006204506,0.00030709035,0.0005043135],"domain_scores_gemma":[0.99802125,0.00082378805,0.00021044047,0.000249056,0.00015416503,0.0005412929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006048954,0.00026247793,0.0006322522,0.00016858017,0.0004219443,0.00003363557,0.000038980223,0.00008680942,0.000010203289],"category_scores_gemma":[0.000008489538,0.00023569644,0.00006181382,0.00013557092,0.00006519458,0.00007985897,0.000013347982,0.00025215404,0.0000060292364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011678248,0.0010717165,0.0041217073,0.004749724,0.00004158014,0.0000032505516,0.9850754,0.00000538315,0.000005371155,0.0011206651,0.00092138624,0.0017159815],"study_design_scores_gemma":[0.008348026,0.029289272,0.0067219236,0.00036392186,0.000099501536,0.000008294257,0.9543303,0.000058600446,0.00001212427,0.00024497445,0.0002705677,0.00025247797],"about_ca_topic_score_codex":0.000475207,"about_ca_topic_score_gemma":0.0003511167,"teacher_disagreement_score":0.030745093,"about_ca_system_score_codex":0.00030095145,"about_ca_system_score_gemma":0.0010522519,"threshold_uncertainty_score":0.9611422},"labels":[],"label_agreement":null},{"id":"W2975311040","doi":"10.2196/15359","title":"Development of a Living Lab for a Mobile-Based Health Program for Korean-Chinese Working Women in South Korea: Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"mHealth; Computer science; Psychology; Gerontology; Medicine; Psychological intervention; Nursing","score_opus":0.06041116359881134,"score_gpt":0.39377696065697604,"score_spread":0.3333657970581647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975311040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98550206,0.00015163307,0.003953611,0.00028734154,0.0003321133,0.0094568515,0.0000052410987,0.00016096076,0.00015018888],"genre_scores_gemma":[0.87976253,0.000004257317,0.1114137,0.0009596597,0.00012441512,0.0076228357,0.000034818553,0.000042754684,0.000035035875],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99688643,0.000109194494,0.0011062428,0.0005877194,0.00021234064,0.0010980824],"domain_scores_gemma":[0.99819124,0.00045490413,0.00086030376,0.00024584885,0.00018759376,0.000060088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008860628,0.00031628224,0.0008647907,0.00062368956,0.00045107276,0.000053017946,0.00024642498,0.00017387095,0.000007002822],"category_scores_gemma":[0.0002868556,0.00028012018,0.000058479673,0.0011390563,0.00007386401,0.00015509923,0.00017979159,0.00028112635,0.0000021168678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005691143,0.001823741,0.39014235,0.00993318,0.00006270566,4.8202696e-7,0.03759874,0.000009826573,0.000008957818,0.0049813357,0.00006434984,0.5548052],"study_design_scores_gemma":[0.0071885553,0.0016430324,0.8733832,0.001293728,0.00004064148,5.9260634e-7,0.08894237,0.006511466,0.00001839267,0.0036869165,0.016273143,0.0010179413],"about_ca_topic_score_codex":0.00007027912,"about_ca_topic_score_gemma":0.00021361945,"teacher_disagreement_score":0.5537873,"about_ca_system_score_codex":0.00040272722,"about_ca_system_score_gemma":0.00086673506,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W2975467365","doi":"10.2196/15503","title":"Mobile Clinical Decision Tools Among Emergency Department Clinicians: Web-Based Survey and Analytic Data for Evaluation of The Ottawa Rules App","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Usability; Mobile apps; Medical emergency; Emergency department; Medicine; Web application; Subarachnoid hemorrhage; Computer science; World Wide Web; Human–computer interaction; Nursing; Surgery","score_opus":0.24258251496786667,"score_gpt":0.555255724252226,"score_spread":0.3126732092843594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975467365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675782,0.0037971926,0.0003769781,0.00079440617,0.0017167596,0.022681706,0.0026892242,0.000065363194,0.00030021768],"genre_scores_gemma":[0.97859526,0.0077031064,0.0011778609,0.002110766,0.00033446282,0.008453321,0.001433317,0.00005344527,0.00013844845],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9898382,0.0034800917,0.003564953,0.0011692179,0.000832878,0.0011146881],"domain_scores_gemma":[0.9884157,0.005393936,0.0020570052,0.0022425363,0.00087016943,0.0010206262],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.029288428,0.00032445986,0.00096908945,0.00017408498,0.0012359327,0.000013812343,0.0006310988,0.00049436337,0.00020775179],"category_scores_gemma":[0.0021889864,0.00024073158,0.00011867652,0.00049985736,0.00016023422,0.00022364459,0.00027648488,0.0008267321,0.00004791996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045360244,0.00027513973,0.8134735,0.0031101275,0.000015823216,4.489149e-8,0.00010347736,0.000022063316,0.0000010154739,0.00042366673,0.024480911,0.15764058],"study_design_scores_gemma":[0.0054713152,0.00059820403,0.89018846,0.00027418212,0.00015652318,4.170781e-7,0.00022504461,0.033818554,3.829378e-7,0.00068465754,0.06840827,0.0001740004],"about_ca_topic_score_codex":0.00072038616,"about_ca_topic_score_gemma":0.007005467,"teacher_disagreement_score":0.15746658,"about_ca_system_score_codex":0.00022479625,"about_ca_system_score_gemma":0.006292584,"threshold_uncertainty_score":0.99955183},"labels":[],"label_agreement":null},{"id":"W2975516305","doi":"10.2196/14479","title":"The German Version of the Mobile App Rating Scale (MARS-G): Development and Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Scale (ratio); German; Computer science; Internal consistency; Quality (philosophy); Information retrieval; Medicine; Astrobiology; Psychometrics; Geography; Clinical psychology; Cartography; Physics","score_opus":0.04161580190265386,"score_gpt":0.4362154778885555,"score_spread":0.3945996759859017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975516305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840255,0.0009573535,0.000017026676,0.0019573395,0.0006026862,0.011361733,0.00001654659,0.000062692605,0.0009991438],"genre_scores_gemma":[0.9915018,0.0010417688,0.00023180053,0.0013529652,0.00013767417,0.004672249,0.000020425727,0.00002851209,0.0010128052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960391,0.0008765275,0.0012793866,0.00047489125,0.00045236855,0.00087773864],"domain_scores_gemma":[0.9969228,0.0008354175,0.0008722701,0.00066227996,0.00018212048,0.0005251358],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030272745,0.00021607731,0.00039165159,0.00008631804,0.0040381528,0.000016585893,0.00025202267,0.00016933307,0.000042953794],"category_scores_gemma":[0.000053930587,0.00013366892,0.000034336197,0.00038105948,0.00011059535,0.00010390632,0.00023508763,0.00075286673,0.000076515396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000420999,0.0004586914,0.7723736,0.0075677494,0.00001901786,2.915943e-7,0.027771372,0.000006733244,0.00008780982,0.0027009565,0.005950099,0.18264268],"study_design_scores_gemma":[0.002618412,0.0004866785,0.74994284,0.00025837848,0.00003697557,0.0000031351744,0.012820597,0.00023067245,0.00005644243,0.00024020251,0.23311618,0.00018952046],"about_ca_topic_score_codex":0.00038157104,"about_ca_topic_score_gemma":0.00045423285,"teacher_disagreement_score":0.22716607,"about_ca_system_score_codex":0.00021725372,"about_ca_system_score_gemma":0.0017308644,"threshold_uncertainty_score":0.9972584},"labels":[],"label_agreement":null},{"id":"W2975524494","doi":"10.2196/15122","title":"Examining Mobile Technologies to Support Older Adults With Dementia Through the Lens of Personhood and Human Needs: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; National Center for Advancing Translational Sciences; National Research Foundation of Korea; Ministry of Education; National Research Foundation","keywords":"CINAHL; PsycINFO; Personhood; Dementia; Thematic analysis; Population; MEDLINE; Social support; Gerontology; Psychology; Medicine; Nursing; Qualitative research; Sociology; Psychological intervention; Social psychology; Disease","score_opus":0.05848295183665659,"score_gpt":0.40408557866240374,"score_spread":0.34560262682574716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975524494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679491,0.021927666,0.000021452513,0.0031340632,0.000021397427,0.0052056587,0.0000060355264,0.00005664314,0.0016779844],"genre_scores_gemma":[0.98114264,0.0155146625,0.0002216277,0.0025276872,0.00002140103,0.0003885387,0.000014847314,0.000017367709,0.00015121853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984182,0.00006514411,0.00035946307,0.000319666,0.00034731507,0.00049021817],"domain_scores_gemma":[0.99923027,0.00005998511,0.00015174368,0.00028933244,0.00012145336,0.00014723366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054834486,0.00015967115,0.0004428351,0.00012277816,0.00018758293,0.00001585709,0.00008601857,0.000054949396,0.00012102137],"category_scores_gemma":[0.000023008142,0.00009751131,0.000024150211,0.00034113927,0.0001253056,0.00011175849,0.00009856537,0.00023748219,0.000009284326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059072237,0.00048759853,0.71059597,0.16418004,0.00014774162,0.000014710574,0.013111203,1.9440704e-7,0.00019771235,0.00055069063,0.0017692042,0.108354226],"study_design_scores_gemma":[0.008301923,0.030544113,0.7468132,0.13437045,0.0006511931,0.00016722127,0.07604601,0.000009088245,0.00044261487,0.000038986476,0.0021455646,0.00046963367],"about_ca_topic_score_codex":0.000092538365,"about_ca_topic_score_gemma":0.000033375876,"teacher_disagreement_score":0.10788459,"about_ca_system_score_codex":0.000025878491,"about_ca_system_score_gemma":0.00029137832,"threshold_uncertainty_score":0.39763957},"labels":[],"label_agreement":null},{"id":"W2975589869","doi":"10.2196/15195","title":"Use of Health Apps by Nurses for Professional Purposes: Web-Based Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Certification; Nursing; Health care; Workforce; Quality (philosophy); Psychology; Medical education; Health professionals; Medicine; Family medicine","score_opus":0.15390358579688793,"score_gpt":0.502814334013497,"score_spread":0.34891074821660906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975589869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9435108,0.00185043,0.00036873313,0.0063415696,0.0021814737,0.04259774,0.002764237,0.0002407792,0.00014429016],"genre_scores_gemma":[0.959593,0.0010778394,0.001007499,0.012903578,0.000199126,0.020912627,0.0013406103,0.00012997822,0.002835748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9886973,0.0036910668,0.0033086867,0.0012263337,0.0007287759,0.0023478656],"domain_scores_gemma":[0.98944396,0.0045104823,0.002389664,0.0011257825,0.00071295974,0.0018171769],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00735782,0.00054296217,0.0016667175,0.00041859315,0.0020854836,0.000020222597,0.00037852788,0.00045669422,0.00022760702],"category_scores_gemma":[0.00044614618,0.0004793507,0.00011918638,0.0008201193,0.00014985984,0.00025303892,0.000106088395,0.0011550678,0.00009871649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015946942,0.0023286976,0.7594714,0.014154665,0.00002407559,2.3881776e-7,0.001532796,0.000007146221,0.000024060659,0.0014345817,0.18555482,0.033872776],"study_design_scores_gemma":[0.007897168,0.0031418523,0.6420575,0.0005611809,0.000037949587,0.0000010851581,0.002686363,0.0010068563,0.0000032299674,0.00011288042,0.34209868,0.0003952675],"about_ca_topic_score_codex":0.00530657,"about_ca_topic_score_gemma":0.0019786942,"teacher_disagreement_score":0.15654385,"about_ca_system_score_codex":0.00049081945,"about_ca_system_score_gemma":0.011888837,"threshold_uncertainty_score":0.9997658},"labels":[],"label_agreement":null},{"id":"W2975864180","doi":"10.2196/14557","title":"The Florida Mobile Health Adherence Project for People Living With HIV (FL-mAPP): Longitudinal Assessment of Feasibility, Acceptability, and Clinical Outcomes","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Alcohol Abuse and Alcoholism","keywords":"mHealth; Medicine; Thematic analysis; Family medicine; Human immunodeficiency virus (HIV); Informed consent; Health care; Gerontology; Psychological intervention; Qualitative research; Alternative medicine; Nursing","score_opus":0.11547151099232722,"score_gpt":0.5184510855051473,"score_spread":0.40297957451282007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975864180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987714,0.00077114336,0.00050300604,0.0025528301,0.00010851534,0.0077698682,0.00009885246,0.00003640573,0.00044540156],"genre_scores_gemma":[0.9940624,0.0014363778,0.0018678746,0.00020663456,0.000094614465,0.00083087746,0.000026600253,0.000023205548,0.0014514024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967202,0.00039594725,0.001030205,0.0006120328,0.0004704813,0.00077113335],"domain_scores_gemma":[0.99647456,0.0015939921,0.00038512814,0.0005949437,0.00027495046,0.0006764052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038056902,0.00021590666,0.0009152401,0.00011117559,0.00042638916,0.000053436164,0.00015951868,0.0000903009,0.000084381354],"category_scores_gemma":[0.00034310625,0.00012796979,0.00018749278,0.00026154993,0.00027020898,0.00013965052,0.00014456481,0.00051932025,0.0000036554577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003813971,0.00054762454,0.9637992,0.0052576577,0.000054094508,3.4822642e-7,0.00039258233,2.7059767e-7,7.508958e-7,0.00036571253,0.0024456603,0.026754724],"study_design_scores_gemma":[0.0024340996,0.027809516,0.96542007,0.00035409103,0.000043928085,0.000020440073,0.0017832152,0.0010165795,5.774266e-7,0.00004877436,0.00096657424,0.000102134865],"about_ca_topic_score_codex":0.0011193595,"about_ca_topic_score_gemma":0.0033662976,"teacher_disagreement_score":0.027261892,"about_ca_system_score_codex":0.00019211187,"about_ca_system_score_gemma":0.0027928236,"threshold_uncertainty_score":0.52184564},"labels":[],"label_agreement":null},{"id":"W2975886225","doi":"10.2196/14538","title":"Patterns of Sedentary Time and Quality of Life in Women With Fibromyalgia: Cross-Sectional Study From the al-Ándalus Project","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Junta de Andalucía; European Regional Development Fund; Universidad de Granada","keywords":"Fibromyalgia; Vitality; Medicine; Quality of life (healthcare); Sedentary behavior; Population; Physical therapy; Cross-sectional study; Physical activity; Gerontology; Demography; Environmental health","score_opus":0.05890627828195114,"score_gpt":0.39993509281213374,"score_spread":0.3410288145301826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975886225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99658525,0.0006222168,0.000001216173,0.00065407256,0.000033423457,0.001900717,0.00015908128,0.000012137852,0.00003190766],"genre_scores_gemma":[0.9993711,0.0001809984,0.00003785817,0.000093247785,0.000018295112,0.00006318476,0.000042615182,0.000017299086,0.00017536328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975461,0.00032143667,0.0006857865,0.00038931236,0.00061776425,0.0004396304],"domain_scores_gemma":[0.9986924,0.00035438058,0.00024640895,0.00035681017,0.00008571001,0.00026431328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013310865,0.00015709143,0.0006085135,0.0001145774,0.000075606506,0.000014760434,0.00010107211,0.000085072155,0.00021963262],"category_scores_gemma":[0.00003820138,0.00010007191,0.000026626216,0.00022675307,0.00012564052,0.00007447119,0.00007697308,0.00039542577,0.000005028355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031987356,0.00042039566,0.98438865,0.008101061,0.000062924984,0.0000033325637,0.0034147112,0.000001439668,0.00013152137,0.000009526182,0.00009312469,0.00017458992],"study_design_scores_gemma":[0.0060054893,0.0041342196,0.98704207,0.00039753047,0.000010672271,0.000010997664,0.0022086343,0.000078137,0.000007356848,0.00000997338,0.000011634465,0.00008328104],"about_ca_topic_score_codex":0.019112345,"about_ca_topic_score_gemma":0.00013196492,"teacher_disagreement_score":0.01898038,"about_ca_system_score_codex":0.00016909602,"about_ca_system_score_gemma":0.0013777332,"threshold_uncertainty_score":0.9874195},"labels":[],"label_agreement":null},{"id":"W2975920545","doi":"10.2196/15018","title":"Use of the Chatbot “Vivibot” to Deliver Positive Psychology Skills and Promote Well-Being Among Young People After Cancer Treatment: Randomized Controlled Feasibility Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":282,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Helpfulness; Psychosocial; Randomized controlled trial; Psychological intervention; Chatbot; Anxiety; Psychology; Young adult; Distress; Clinical psychology; mHealth; Medicine; Developmental psychology; Psychiatry; Social psychology","score_opus":0.030948605082317265,"score_gpt":0.40824899903023676,"score_spread":0.3773003939479195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975920545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740378,0.00065647124,0.000019623261,0.003531291,0.0022387253,0.017688803,0.00019391722,0.000034487486,0.0015988373],"genre_scores_gemma":[0.9901144,0.00019815798,0.00006641482,0.0020470985,0.00011220346,0.0044736993,0.000011649929,0.000034912562,0.0029414953],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99561775,0.0013730158,0.0012817138,0.0007496025,0.00023417156,0.00074373325],"domain_scores_gemma":[0.9973572,0.0006966421,0.00066252745,0.0005644207,0.000106499814,0.000612745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011818605,0.00034116599,0.0016451583,0.00017596276,0.0001995401,0.000047705325,0.00013287933,0.00019948254,0.00035321864],"category_scores_gemma":[0.00010673417,0.00022159798,0.0003342947,0.00025661095,0.00023761606,0.00019819198,0.0000826741,0.00024475367,0.00003648684],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7706552,0.0024281158,0.20386733,0.00055973465,0.0002707792,0.0000038881517,0.012090094,0.0000013968561,0.000004546904,0.0013505431,0.00029429767,0.008474062],"study_design_scores_gemma":[0.37514508,0.0022151598,0.6214152,0.00021970441,0.00017601726,0.0000140322745,0.0000969733,0.000030431442,0.000007929832,0.00040447465,0.00011912266,0.00015587364],"about_ca_topic_score_codex":0.006422302,"about_ca_topic_score_gemma":0.0046508186,"teacher_disagreement_score":0.41754788,"about_ca_system_score_codex":0.00030391413,"about_ca_system_score_gemma":0.0001567811,"threshold_uncertainty_score":0.97086424},"labels":[],"label_agreement":null},{"id":"W2975935714","doi":"10.2196/14854","title":"Improving Pacific Adolescents’ Physical Activity Toward International Recommendations: Exploratory Study of a Digital Education App Coupled With Activity Trackers","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Exploratory research; Physical activity; Activity tracker; Psychology; Applied psychology; Computer science; Medical education; Medicine; Physical medicine and rehabilitation; Sociology","score_opus":0.04055051981289162,"score_gpt":0.3575415702564935,"score_spread":0.3169910504436019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975935714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959465,0.000013682017,0.00005196446,0.001397886,0.0002785728,0.0019799012,0.000031842595,0.000075737604,0.00022388976],"genre_scores_gemma":[0.99931806,0.000024006504,0.000042943924,0.00008866359,0.0002556557,0.00013033563,0.000038260237,0.000032310847,0.00006977103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982854,0.00010840067,0.0002397108,0.0005307749,0.0004931743,0.0003425029],"domain_scores_gemma":[0.9985698,0.00009432736,0.00040256928,0.0003434271,0.0001960403,0.00039382515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020293726,0.00024080585,0.0005441326,0.00016045467,0.00010244322,0.00004412533,0.00010091228,0.00007051885,0.000010536156],"category_scores_gemma":[0.00003303022,0.00020530281,0.0000606167,0.00026790838,0.000075214455,0.00074335694,0.00007036737,0.00050317566,0.000014569921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003063755,0.10629133,0.73480606,0.0035260173,0.00011586774,0.0000029019739,0.0067596654,0.000003494172,0.001020061,0.00010675445,0.00017229034,0.14413182],"study_design_scores_gemma":[0.0036943853,0.0034674546,0.98080915,0.00024851516,0.00010250278,0.000008058526,0.008313988,0.0028875463,0.00013822163,0.00005214714,0.000061469495,0.00021656038],"about_ca_topic_score_codex":0.00019942623,"about_ca_topic_score_gemma":0.000039351828,"teacher_disagreement_score":0.2460031,"about_ca_system_score_codex":0.0003053402,"about_ca_system_score_gemma":0.0008217429,"threshold_uncertainty_score":0.8372006},"labels":[],"label_agreement":null},{"id":"W2976487384","doi":"10.2196/14219","title":"A Baby Formula Designed for Chinese Babies: Content Analysis of Milk Formula Advertisements on Chinese Parenting Apps","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Advertising; Popularity; Infant formula; China; App store; mHealth; Content analysis; Marketing; Business; Psychology; Geography; Food science; Computer science; Social psychology; Sociology; World Wide Web; Biology","score_opus":0.06658915645683176,"score_gpt":0.395159941611794,"score_spread":0.32857078515496224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976487384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942584,0.00082490855,0.00016914525,0.0021410885,0.00021993658,0.0017912727,0.0000558437,0.00004134996,0.0004980673],"genre_scores_gemma":[0.995772,0.0005585389,0.00091302313,0.0021089602,0.00011427165,0.000101446916,0.0001265128,0.000025681004,0.00027953315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763125,0.00005704311,0.0008468068,0.0004562058,0.00040995778,0.00059872726],"domain_scores_gemma":[0.9979033,0.0003815657,0.0006522227,0.00035170084,0.0002522852,0.00045891915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083871814,0.00028168235,0.0009803487,0.00043259404,0.00019681464,0.000024437368,0.00011374269,0.00012497857,0.00007191916],"category_scores_gemma":[0.00023347297,0.00019069809,0.00022524872,0.00084076566,0.00004259107,0.00026346568,0.000037500005,0.00020258363,0.0000064618257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043950183,0.00053208484,0.9574835,0.0046213325,0.00062103313,0.0000016481005,0.0018567829,0.000045892724,0.0010581068,0.0003135064,0.00023922713,0.028831875],"study_design_scores_gemma":[0.0043064454,0.0027738034,0.9801898,0.00031694118,0.0008699624,0.000009358824,0.00038518393,0.009862943,0.00003808108,0.00007496024,0.0009838097,0.00018873705],"about_ca_topic_score_codex":0.00056933396,"about_ca_topic_score_gemma":0.0000806811,"teacher_disagreement_score":0.028643139,"about_ca_system_score_codex":0.00009217697,"about_ca_system_score_gemma":0.00022865749,"threshold_uncertainty_score":0.7776443},"labels":[],"label_agreement":null},{"id":"W2976526132","doi":"10.2196/13191","title":"Why We Eat What We Eat: Assessing Dispositional and In-the-Moment Eating Motives by Using Ecological Momentary Assessment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Psychology; Pleasure; Trait; Social psychology; Affect (linguistics); Eating disorders; Disordered eating; Clinical psychology","score_opus":0.05706648072693677,"score_gpt":0.42663379898331083,"score_spread":0.36956731825637407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976526132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815232,0.005064369,0.00007719445,0.011445967,0.00042117987,0.0009133007,0.000021145212,0.000029271157,0.0005043555],"genre_scores_gemma":[0.9919531,0.0017519499,0.0007057761,0.0051781475,0.00009896326,0.000111060166,0.00006995288,0.000022647107,0.00010841799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738175,0.0005110758,0.0005054466,0.0005890039,0.00031592807,0.0006967693],"domain_scores_gemma":[0.9989964,0.00030183746,0.00023515332,0.00021342386,0.000022443963,0.00023074647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000695994,0.00026196125,0.00038054946,0.00013392606,0.00046285536,0.00022373762,0.00012670681,0.00015910371,0.0003439296],"category_scores_gemma":[0.0000030986746,0.00019988461,0.00004501445,0.00020003067,0.00011239369,0.00041135645,0.00006775971,0.0005054139,0.0000071116415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102269296,0.0017088281,0.9562419,0.00066614506,0.000023100129,0.00002177884,0.007833574,0.000013146225,0.00037438865,0.0006548245,0.0034047484,0.028955268],"study_design_scores_gemma":[0.0016583591,0.0009739673,0.96787417,0.0004286792,0.000043987264,0.00004918299,0.026043143,0.0004867383,0.0000015759181,0.00033619974,0.0018212578,0.00028275396],"about_ca_topic_score_codex":0.0004041451,"about_ca_topic_score_gemma":0.000056403635,"teacher_disagreement_score":0.028672513,"about_ca_system_score_codex":0.00022047177,"about_ca_system_score_gemma":0.000110022076,"threshold_uncertainty_score":0.8151058},"labels":[],"label_agreement":null},{"id":"W2976528964","doi":"10.2196/14694","title":"A Tablet App Supporting Self-Management for People With Dementia: Explorative Study of Adoption and Use Patterns","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministeriet Sundhed Forebyggelse; Aalborg Universitetshospital; Rigshospitalet; Aalborg Universitet; Aarhus Universitetshospital; Odense Universitetshospital; Aarhus Universitet","keywords":"Dementia; Mobile apps; Self-management; mHealth; Smartphone app; Psychology; Internet privacy; Medicine; World Wide Web; Computer science; Psychological intervention; Psychiatry; Disease","score_opus":0.03714992379799724,"score_gpt":0.37388847385064694,"score_spread":0.3367385500526497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976528964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99264216,0.00009354039,0.00071801315,0.00035262946,0.000030183144,0.0059608854,0.000020430538,0.000035145495,0.00014703754],"genre_scores_gemma":[0.9976239,0.00042444313,0.0007808069,0.0002783403,0.000029358785,0.0005891442,0.000056956276,0.000019960695,0.00019705585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983619,0.000079479556,0.0003649692,0.00037608785,0.00035452496,0.00046307626],"domain_scores_gemma":[0.99908537,0.00007414995,0.00022046074,0.0001672203,0.0001731757,0.00027963458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005709487,0.00014906083,0.00037685406,0.00016854127,0.00013562273,0.000030727402,0.00003512581,0.000034995403,0.000031139185],"category_scores_gemma":[0.000008224939,0.000114452865,0.000020831223,0.00017685557,0.000018393981,0.00019880835,0.000056881247,0.0001253144,0.000002110066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011512146,0.0012516674,0.9801314,0.0064904126,0.00018343577,0.000006399667,0.0050190445,5.8413053e-7,0.000014778302,0.00011253767,0.000108808075,0.0055297585],"study_design_scores_gemma":[0.008330145,0.01054188,0.95631826,0.00019192154,0.0003637571,0.000009165365,0.023549495,0.00026945284,0.00002201569,0.000014418691,0.00028794637,0.00010156346],"about_ca_topic_score_codex":0.00017728748,"about_ca_topic_score_gemma":0.00018607701,"teacher_disagreement_score":0.02381312,"about_ca_system_score_codex":0.000043412572,"about_ca_system_score_gemma":0.0001269256,"threshold_uncertainty_score":0.46672523},"labels":[],"label_agreement":null},{"id":"W2976659513","doi":"10.2196/15323","title":"The Effect of an App for Day-to-Day Postoperative Care Education on Patients With Total Knee Replacement: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Knee replacement; Patient education; Arthroplasty; Nursing; Surgery","score_opus":0.006954489506089889,"score_gpt":0.32277518786513165,"score_spread":0.31582069835904175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976659513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602364,0.00023808007,0.000011643973,0.001279462,0.0008543636,0.036829438,0.000029554885,0.000028147733,0.00049296085],"genre_scores_gemma":[0.995454,0.000016157937,0.00011367402,0.00087538565,0.00015173639,0.0024030884,0.00011779244,0.000025164834,0.0008429581],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974798,0.00085839373,0.00060268946,0.0003514063,0.00034876438,0.00035892706],"domain_scores_gemma":[0.9961474,0.0025499475,0.00036201475,0.00036159437,0.00021065603,0.00036837364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017766566,0.00022838588,0.0013372236,0.00011392663,0.00026612243,0.000020548767,0.000043833796,0.0000722138,0.000012240913],"category_scores_gemma":[0.0007530376,0.000112506146,0.00013167407,0.00010266145,0.00006968194,0.00007112821,0.000014578178,0.00017534338,0.000008849179],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97599345,0.00023161204,0.005758746,0.00063532474,0.00007046795,1.18487264e-7,0.0029177088,0.0000050723825,0.00000412736,0.00022033103,0.00017160705,0.013991417],"study_design_scores_gemma":[0.92141575,0.053802926,0.022979615,0.0001800426,0.00019053643,0.0000015501566,0.00068851485,0.00008523256,0.000032664702,0.0000037137286,0.0005132261,0.000106219086],"about_ca_topic_score_codex":0.00005302884,"about_ca_topic_score_gemma":0.000040585808,"teacher_disagreement_score":0.05457771,"about_ca_system_score_codex":0.00013249871,"about_ca_system_score_gemma":0.00073804974,"threshold_uncertainty_score":0.45878676},"labels":[],"label_agreement":null},{"id":"W2976839264","doi":"10.2196/13229","title":"A Hospital-Community-Family–Based Telehealth Program for Patients With Chronic Heart Failure: Single-Arm, Prospective Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telehealth; Medicine; Heart failure; Prospective cohort study; Telemedicine; Physical therapy; Medical emergency; Health care; Internal medicine","score_opus":0.0328855477861675,"score_gpt":0.3510033127974644,"score_spread":0.3181177650112969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976839264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524479,0.00015058258,0.00003168884,0.0069779097,0.00015274766,0.03974732,0.000033202243,0.00031709758,0.00014154673],"genre_scores_gemma":[0.9887763,0.000011321553,0.0065333145,0.0013903283,0.00011962921,0.002763796,0.00020706633,0.000071592985,0.00012662292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669915,0.0003369687,0.00059007166,0.0007657334,0.00053167145,0.0010764003],"domain_scores_gemma":[0.99755424,0.00017203705,0.00024938458,0.0009023124,0.00032147125,0.00080055784],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009098626,0.0004474698,0.0008962549,0.00020734426,0.0005802461,0.00005629404,0.00011383139,0.00012955062,0.000024956411],"category_scores_gemma":[0.00004082546,0.00033171455,0.00010491187,0.00044179213,0.000110781795,0.00016212257,0.00006008275,0.000615448,0.00002523361],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021416545,0.037899334,0.9418989,0.0045535793,0.000087881774,0.0000022924971,0.001265985,0.0000010450266,0.0000032536088,0.0000584705,0.002560693,0.009526935],"study_design_scores_gemma":[0.019364957,0.13307036,0.8322429,0.00019493008,0.0001961367,0.0000015353495,0.0010814477,0.00006397296,0.0000050363983,0.000036388286,0.013477155,0.00026518098],"about_ca_topic_score_codex":0.0005522721,"about_ca_topic_score_gemma":0.0007434695,"teacher_disagreement_score":0.109655984,"about_ca_system_score_codex":0.0012136359,"about_ca_system_score_gemma":0.0011324778,"threshold_uncertainty_score":0.9999135},"labels":[],"label_agreement":null},{"id":"W2976858807","doi":"10.2196/15648","title":"Characteristics and Usage Patterns Among 12,151 Paid Subscribers of the Calm Meditation App: Cross-Sectional Survey","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Meditation; mHealth; Cross-sectional study; Medicine; Logistic regression; Demographics; Psychology; Gerontology; Demography; Psychiatry; Psychological intervention","score_opus":0.07338829380998627,"score_gpt":0.39942008218094416,"score_spread":0.3260317883709579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976858807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960775,0.00007067924,0.00047085417,0.00016528356,0.001946952,0.00041591263,0.00044169286,0.000018842218,0.00039228922],"genre_scores_gemma":[0.9978338,0.000017957176,0.000006236443,0.0002228336,0.000117479954,0.00020720573,0.000088085566,0.000014765703,0.0014916725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981644,0.00042386,0.00056245463,0.00031773277,0.00022257707,0.00030898605],"domain_scores_gemma":[0.99877,0.00022805348,0.00040730013,0.0002851802,0.00009452275,0.00021493231],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094699237,0.00013265185,0.00024824135,0.000080558486,0.00023424852,0.000034749475,0.00012788018,0.00013645545,0.0016161633],"category_scores_gemma":[0.000034706034,0.00009898468,0.000061019615,0.00011467278,0.0001338645,0.00007667357,0.0000498902,0.00028149053,0.000019148585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010753928,0.000100971956,0.9922857,0.00036062437,0.000013322938,5.553857e-7,0.0006022402,3.4675085e-7,0.0000016798049,0.0027522326,0.0009171968,0.002857535],"study_design_scores_gemma":[0.00062536716,0.00016250098,0.99802035,0.00005100638,0.000008811973,0.000008539706,0.00021601061,0.00008097562,0.000003801433,0.00020623881,0.00052742276,0.00008899621],"about_ca_topic_score_codex":0.0019118835,"about_ca_topic_score_gemma":0.0008718037,"teacher_disagreement_score":0.0057345736,"about_ca_system_score_codex":0.000035034107,"about_ca_system_score_gemma":0.00008724098,"threshold_uncertainty_score":0.9992965},"labels":[],"label_agreement":null},{"id":"W2976903511","doi":"10.2196/13311","title":"Digital Health Behavior Change Technology: Bibliometric and Scoping Review of Two Decades of Research","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":202,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scopus; Bibliometrics; Field (mathematics); Data science; Emerging technologies; Digital health; Publishing; Web of science; Computer science; Political science; MEDLINE; Health care; Library science","score_opus":0.28153629451664447,"score_gpt":0.6047525368135631,"score_spread":0.32321624229691864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976903511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5870354,0.35996896,0.000024116764,0.015301528,0.00036563503,0.03508367,0.00029280534,0.0001687429,0.0017591158],"genre_scores_gemma":[0.50171965,0.47606736,0.0007977594,0.0048146024,0.00019774515,0.016081752,0.000072277086,0.00005918838,0.00018965182],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99312246,0.0007654927,0.0026002678,0.00081725634,0.0008246533,0.0018698968],"domain_scores_gemma":[0.9938342,0.0013730599,0.0016135765,0.00090127107,0.0008418672,0.0014360286],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0066732694,0.00029846234,0.0014446132,0.013632976,0.00095682446,0.000011164188,0.00033357705,0.00035794216,0.00013726718],"category_scores_gemma":[0.0004895672,0.00027125402,0.00006229487,0.025335584,0.000430702,0.0003058588,0.0003285058,0.0015340149,0.00006454744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005798329,0.00020813427,0.3460957,0.36313492,0.000004976298,6.532847e-7,0.0003745951,1.8960188e-8,0.0000076341,0.006623249,0.0013318969,0.28216022],"study_design_scores_gemma":[0.006855701,0.0043323664,0.5936832,0.34590077,0.00008942279,0.000057741483,0.003338526,0.000041533625,0.000024701509,0.0016384342,0.043324243,0.0007133698],"about_ca_topic_score_codex":0.0008550971,"about_ca_topic_score_gemma":0.00014142481,"teacher_disagreement_score":0.28144684,"about_ca_system_score_codex":0.00024923342,"about_ca_system_score_gemma":0.0044255024,"threshold_uncertainty_score":0.99997395},"labels":[],"label_agreement":null},{"id":"W2976945409","doi":"10.2196/13433","title":"Objectively Monitoring Amyotrophic Lateral Sclerosis Patient Symptoms During Clinical Trials With Sensors: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; King's College London; Motor Neurone Disease Association; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research; Economic and Social Research Council; South London and Maudsley NHS Foundation Trust","keywords":"Observational study; Amyotrophic lateral sclerosis; Medicine; Clinical trial; Physical medicine and rehabilitation; Physical therapy; Disease; Internal medicine","score_opus":0.3291745046114749,"score_gpt":0.48047888997931665,"score_spread":0.15130438536784174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976945409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936195,0.0002229467,0.000001989493,0.001478834,0.0003541912,0.0041172644,0.000019659601,0.00011607442,0.00006951832],"genre_scores_gemma":[0.99746037,0.00048075424,0.00030945736,0.00038447103,0.0008122015,0.00022694071,0.000016281609,0.00006263806,0.00024689344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941849,0.0013274766,0.0015790231,0.0008783198,0.0010884049,0.0009418406],"domain_scores_gemma":[0.99706435,0.00054464507,0.00052417326,0.00049654325,0.00030649436,0.0010638097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027490314,0.00034787325,0.0013261688,0.00021973044,0.00034340422,0.00007392957,0.00012009416,0.0002014105,0.000094951996],"category_scores_gemma":[0.0002537216,0.00024027434,0.00014088846,0.00042760101,0.00011139184,0.00023239937,0.000116494695,0.0009542887,0.00006387113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044492944,0.00083069457,0.98627305,0.00063539494,0.00013858036,0.000024687479,0.001103717,0.00002044614,0.0006388379,0.000017751301,0.00003352082,0.0058340095],"study_design_scores_gemma":[0.008389273,0.0071428255,0.9828832,0.00051598414,0.00010034535,0.000027599912,0.00046269933,0.00016640087,0.000036843347,0.000011827636,0.00004478067,0.0002182183],"about_ca_topic_score_codex":0.00036017102,"about_ca_topic_score_gemma":0.000010120487,"teacher_disagreement_score":0.006312131,"about_ca_system_score_codex":0.00039321312,"about_ca_system_score_gemma":0.0006881161,"threshold_uncertainty_score":0.97981036},"labels":[],"label_agreement":null},{"id":"W2976945509","doi":"10.2196/14926","title":"An Ambulatory Blood Pressure Monitor Mobile Health System for Early Warning for Stroke Risk: Longitudinal Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Observational study; Blood pressure; Ambulatory blood pressure; Medicine; Stroke (engine); Emergency medicine; Computer science; Medical emergency; Internal medicine; Engineering; Psychological intervention","score_opus":0.0650453370295874,"score_gpt":0.38342257390470785,"score_spread":0.31837723687512043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976945509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97870857,0.0023410968,0.00073931465,0.000387424,0.0005145168,0.016528489,0.00051786855,0.00019967393,0.00006304517],"genre_scores_gemma":[0.9897162,0.000083932755,0.004030237,0.0004380087,0.00088039495,0.0036787982,0.00018487427,0.00007589897,0.00091170135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967331,0.00015076139,0.00083875505,0.00086468656,0.0005174694,0.0008952127],"domain_scores_gemma":[0.9974065,0.00023684249,0.0006897218,0.000618412,0.0002456131,0.0008029201],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015572198,0.0003313712,0.00084299996,0.0001861389,0.0005140583,0.000045670935,0.00016948984,0.00013881241,0.000011619229],"category_scores_gemma":[0.000038128157,0.00030305926,0.00011468956,0.00014435707,0.00003501005,0.0001884988,0.000053526404,0.0003773387,0.0000065868844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014120027,0.0010828851,0.9743149,0.0114726825,0.00037429944,0.0000027763294,0.0018174188,0.00007780493,0.00006140225,0.0001512681,0.0036918854,0.005540634],"study_design_scores_gemma":[0.010115348,0.019209832,0.9525737,0.00024905216,0.0010722394,0.000020552521,0.004541741,0.0040258407,0.000031636504,0.000003917065,0.007888125,0.0002680165],"about_ca_topic_score_codex":0.0005219649,"about_ca_topic_score_gemma":0.000018911642,"teacher_disagreement_score":0.021741241,"about_ca_system_score_codex":0.00020018732,"about_ca_system_score_gemma":0.00064637157,"threshold_uncertainty_score":0.9999421},"labels":[],"label_agreement":null},{"id":"W2977468356","doi":"10.2196/15871","title":"Co-designing a Mobile Gamified Attention Bias Modification Intervention for Substance Use Disorders: Participatory Research Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; mHealth; Applied psychology; Psychology; Intervention (counseling); Cognitive bias modification; Health care; Participatory design; Brief intervention; Brainstorming; Mobile technology; Medical education; Mobile device; Cognition; Medicine; Cognitive bias; Computer science; Psychiatry; Engineering; World Wide Web","score_opus":0.4622193733065294,"score_gpt":0.548513231319431,"score_spread":0.08629385801290157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977468356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842773,0.0037800816,0.0041828174,0.00012172437,0.0006259364,0.0065173004,0.000051646515,0.00011855469,0.00032463786],"genre_scores_gemma":[0.9890684,0.0033749898,0.00016587669,0.000092496775,0.00015903801,0.0055840104,0.00015092289,0.0000574134,0.0013468838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99579567,0.0012171784,0.0006828067,0.0009838147,0.00045370357,0.00086682267],"domain_scores_gemma":[0.9973612,0.00092911196,0.00043413517,0.0005143816,0.00043862074,0.00032255813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003242862,0.000244434,0.00035588344,0.0006347109,0.0005068231,0.00010410798,0.00017250114,0.00016997308,0.0001441237],"category_scores_gemma":[0.00019228831,0.0002323441,0.00008627239,0.00086756266,0.00010596004,0.00040330767,0.000021270862,0.00037875512,0.00020010366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016917274,0.0042259004,0.8434544,0.00094798766,0.00006965049,9.0563253e-7,0.011035229,0.000003154666,0.000084878884,0.0005154594,0.0035854734,0.13438523],"study_design_scores_gemma":[0.005343839,0.0038444074,0.9596007,0.00012935384,0.000063271385,0.0000015873386,0.022548286,0.00016913813,0.000028704473,0.00081836595,0.0072054705,0.00024686594],"about_ca_topic_score_codex":0.0004896158,"about_ca_topic_score_gemma":0.00022738776,"teacher_disagreement_score":0.13413836,"about_ca_system_score_codex":0.00020676205,"about_ca_system_score_gemma":0.000102169404,"threshold_uncertainty_score":0.94747174},"labels":[],"label_agreement":null},{"id":"W2977724833","doi":"10.2196/14531","title":"A Smartphone App for Improving Clinical Photography in Emergency Departments: Comparative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Upload; Photography; Digital photography; Digital camera; Camera phone; mHealth; Computer science; Smartphone app; Emergency department; Digital health; Multimedia; Medicine; Medical emergency; Internet privacy; Artificial intelligence; World Wide Web; Nursing; Health care","score_opus":0.09719706247580406,"score_gpt":0.47402236924655017,"score_spread":0.3768253067707461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977724833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900388,0.0008817982,0.000075249765,0.0008339291,0.0007460351,0.0057632094,0.000016872325,0.00007489411,0.0015692111],"genre_scores_gemma":[0.99644357,0.00021861936,0.00077899545,0.0015525081,0.00021226345,0.00037813364,0.000049778715,0.000027358756,0.00033878256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997324,0.00011514204,0.0010800968,0.0005814698,0.00028705708,0.000612265],"domain_scores_gemma":[0.9985212,0.00016913582,0.000273165,0.0003514913,0.000110091365,0.00057492865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013255744,0.00022270653,0.00085701846,0.00026891482,0.00007548327,0.000013407873,0.000084543484,0.000077819,0.000037990027],"category_scores_gemma":[0.000091339425,0.00018406047,0.00008831227,0.00041990945,0.000074794785,0.00013086165,0.00004225695,0.00039345067,0.00002738083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012796611,0.002256776,0.9761738,0.0017978473,0.000036566555,0.000009800414,0.0018861581,2.9356897e-7,0.000023354292,0.000034319077,0.0028526112,0.013648788],"study_design_scores_gemma":[0.012100863,0.0074334634,0.9731839,0.00009664626,0.000101522615,0.0000147783185,0.0034491085,0.0007446149,0.000005602077,0.0001296135,0.0025637343,0.00017619987],"about_ca_topic_score_codex":0.00019972895,"about_ca_topic_score_gemma":0.00017564815,"teacher_disagreement_score":0.013472589,"about_ca_system_score_codex":0.00007932613,"about_ca_system_score_gemma":0.00031059538,"threshold_uncertainty_score":0.75057685},"labels":[],"label_agreement":null},{"id":"W2977726543","doi":"10.2196/13793","title":"A Mobile Phone App Featuring Cue Exposure Therapy As Aftercare for Alcohol Use Disorders: An Investigator-Blinded Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lundbeckfonden","keywords":"Randomized controlled trial; Medicine; Mobile phone; mHealth; Double blinded; Alcohol use disorder; Physical therapy; Psychology; Psychiatry; Psychological intervention; Alcohol; Alternative medicine; Computer science; Placebo; Internal medicine","score_opus":0.061696319874812645,"score_gpt":0.38094518057132426,"score_spread":0.3192488606965116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977726543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9614698,0.007191984,0.000010881932,0.0009857237,0.00059922045,0.029445741,0.000009910012,0.00019047468,0.00009622209],"genre_scores_gemma":[0.9797626,0.0062324046,0.00062610087,0.0037521415,0.00047520822,0.0074876305,0.00013687406,0.00007151335,0.0014555209],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99713933,0.0003509051,0.00082686974,0.00061218167,0.0003601925,0.00071051065],"domain_scores_gemma":[0.9971983,0.0008109103,0.00037898278,0.0005095753,0.00013864746,0.00096362113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009908758,0.00042982452,0.0023656974,0.00022486829,0.0002176739,0.00006760036,0.00009559372,0.00025628673,0.0000809214],"category_scores_gemma":[0.00027822016,0.0002840979,0.0003851723,0.00022002257,0.00010574497,0.0003073364,0.000014102931,0.00028401372,0.000019980313],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96355164,0.0007115636,0.023304908,0.00033572107,0.00022132492,0.0000045407915,0.005892381,0.0000012151846,0.00005012505,0.00012357475,0.00028807062,0.0055149565],"study_design_scores_gemma":[0.9872531,0.0058192397,0.0034004862,0.00013312789,0.00028319907,0.000009433315,0.001357568,0.00012228909,0.000069595524,0.0002926027,0.0010036838,0.0002556157],"about_ca_topic_score_codex":0.00011603715,"about_ca_topic_score_gemma":0.0000996911,"teacher_disagreement_score":0.023701541,"about_ca_system_score_codex":0.000121872436,"about_ca_system_score_gemma":0.00086934434,"threshold_uncertainty_score":0.99996114},"labels":[],"label_agreement":null},{"id":"W2978367895","doi":"10.2196/16142","title":"Evaluating the Feasibility of Frequent Cognitive Assessment Using the Mezurio Smartphone App: Observational and Interview Study in Adults With Elevated Dementia Risk","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Alzheimer's Society; Robertson Foundation; Academy of Medical Sciences; Eli Lilly and Company","keywords":"Observational study; Dementia; mHealth; Cognition; Gerontology; Psychology; Medicine; Clinical psychology; Psychological intervention; Psychiatry; Disease","score_opus":0.23172665303051398,"score_gpt":0.5090859427416609,"score_spread":0.2773592897111469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978367895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99153006,0.0010654392,0.0000968578,0.0008593335,0.000037115104,0.006263011,0.000022264176,0.000010816889,0.000115073686],"genre_scores_gemma":[0.9985244,0.00037995132,0.00031307942,0.00049674127,0.000027055248,0.00019495128,0.00003066744,0.000012951606,0.000020175758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966668,0.0012348572,0.00057466043,0.000409742,0.0007211068,0.00039282112],"domain_scores_gemma":[0.99842715,0.00043293418,0.00035170015,0.00023633633,0.00038625152,0.00016560887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005132896,0.00017059236,0.00037701402,0.0000900239,0.0002372834,0.000025970223,0.00007764333,0.000038882314,0.00008096094],"category_scores_gemma":[0.00010053238,0.00009066041,0.00003040989,0.00038422734,0.00014801045,0.0000915579,0.00009536929,0.00047890827,0.0000013118319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014389622,0.0008377517,0.98221856,0.0012768301,0.00010686146,0.000002575361,0.0025752624,0.0000020089124,0.00006921383,0.000028792429,0.0000052751343,0.011437914],"study_design_scores_gemma":[0.0075380006,0.006141968,0.96913093,0.0007903554,0.00030197485,0.000010449428,0.012079298,0.0038388178,0.000012814848,0.00007444026,0.0000027756964,0.00007819858],"about_ca_topic_score_codex":0.001340622,"about_ca_topic_score_gemma":0.00069710595,"teacher_disagreement_score":0.013087645,"about_ca_system_score_codex":0.00013983334,"about_ca_system_score_gemma":0.00088796666,"threshold_uncertainty_score":0.36970243},"labels":[],"label_agreement":null},{"id":"W2978496786","doi":"10.2196/15544","title":"The Influence of Physician Information on Patients’ Choice of Physician in mHealth Services Using China’s Chunyu Doctor App: Eye-Tracking and Questionnaire Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Structural equation modeling; mHealth; Family medicine; Medicine; Psychology; Nursing; Computer science; Psychological intervention; Psychiatry","score_opus":0.03393221791564625,"score_gpt":0.44882728040487246,"score_spread":0.4148950624892262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978496786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946345,0.00013751663,0.000007976119,0.0004257239,0.00032460943,0.0039092368,0.000053426404,0.000043426662,0.00046358973],"genre_scores_gemma":[0.994555,0.00021763182,0.00005812105,0.004918656,0.00009197544,0.00009638744,0.000036566897,0.000015519898,0.000010158285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946655,0.0009440875,0.0027618727,0.00031789968,0.0005393677,0.00077125925],"domain_scores_gemma":[0.9956632,0.00042141846,0.0025863082,0.00051976595,0.0004905138,0.00031879204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027769194,0.00027606954,0.0006406874,0.00028955913,0.0010496045,0.00003424216,0.0002495015,0.00017883425,0.0000045597994],"category_scores_gemma":[0.00014573087,0.00020503311,0.00003652192,0.0006280893,0.000101702186,0.0023576862,0.0001144139,0.0008913493,0.000015125592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035470046,0.00032817337,0.92593604,0.012974613,0.0000060211632,4.3735614e-8,0.031944018,0.00017420655,0.000004899496,0.00077204907,0.000012388395,0.02749286],"study_design_scores_gemma":[0.0020641033,0.00068384205,0.98556775,0.0015814774,0.000012081017,8.10918e-8,0.005796581,0.003198194,0.000002679892,0.00012480178,0.0008244488,0.000143952],"about_ca_topic_score_codex":0.006352556,"about_ca_topic_score_gemma":0.0007391091,"teacher_disagreement_score":0.05963173,"about_ca_system_score_codex":0.00030507878,"about_ca_system_score_gemma":0.0007869748,"threshold_uncertainty_score":0.96032065},"labels":[],"label_agreement":null},{"id":"W2978680618","doi":"10.2196/15733","title":"Engagement With a Digital Platform for Multimodal Cognitive Assessment and Multidomain Intervention in a Japanese Population: Pilot, Quasi-Experimental, Longitudinal Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health coaching; mHealth; Dash; Medicine; Population; Physical therapy; Psychological intervention; Intervention (counseling); Coaching; Activity tracker; Gerontology; Usability; Cognition; Psychology; Physical activity; Nursing; Psychiatry; Environmental health; Computer science","score_opus":0.08556161658506309,"score_gpt":0.45913972312882523,"score_spread":0.3735781065437621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978680618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909543,0.00019433412,0.00020674973,0.00025483157,0.000047209713,0.008062468,0.000035139365,0.000030194467,0.00021476329],"genre_scores_gemma":[0.9979899,0.00002665092,0.00033548495,0.00013886316,0.000050505812,0.001065045,0.00021622064,0.000025512243,0.00015179723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979642,0.00010880423,0.00044458656,0.00054256985,0.00042708192,0.00051275577],"domain_scores_gemma":[0.9990692,0.00018022415,0.00014286378,0.00012706142,0.00012776372,0.00035285673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008813351,0.00022665947,0.00042356818,0.0002498038,0.00018120052,0.00008390672,0.000038713,0.0000441835,0.000053093692],"category_scores_gemma":[0.00002715448,0.00017994044,0.000035839817,0.0001954632,0.00005792293,0.00032250583,0.000070799084,0.0002824464,0.0000045129264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005897854,0.008762014,0.9705638,0.0011857911,0.000064304455,0.000022813072,0.0021926109,2.725482e-7,0.000016514012,0.00006452557,0.0000074646496,0.011221997],"study_design_scores_gemma":[0.024833046,0.042755485,0.90860987,0.00035021637,0.00006545471,0.000030841024,0.022051185,0.0011095325,0.000007960104,0.000021044265,0.000012241454,0.00015314155],"about_ca_topic_score_codex":0.00070769794,"about_ca_topic_score_gemma":0.0002700701,"teacher_disagreement_score":0.061953984,"about_ca_system_score_codex":0.00026701658,"about_ca_system_score_gemma":0.00018770486,"threshold_uncertainty_score":0.73377585},"labels":[],"label_agreement":null},{"id":"W2978760291","doi":"10.2196/13305","title":"Lessons Learned: Recommendations For Implementing a Longitudinal Study Using Wearable and Environmental Sensors in a Health Care Organization","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Intelligence Advanced Research Projects Activity; Office of the Director of National Intelligence","keywords":"Wearable computer; Troubleshooting; Data collection; Computer science; Wearable technology; Health care; mHealth; Data science; Scale (ratio); Human–computer interaction; Nursing; Medicine; Psychological intervention; Embedded system","score_opus":0.14578120928612617,"score_gpt":0.41542301422836486,"score_spread":0.26964180494223866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978760291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839441,0.00041649694,0.007932556,0.0052695004,0.00014985583,0.0021708002,0.000048924652,0.000054811786,0.000012934079],"genre_scores_gemma":[0.99680483,0.00015152844,0.002569806,0.00028978867,0.00004013901,0.000055247772,0.000037218302,0.000018992601,0.000032440654],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788415,0.0002957642,0.00050840643,0.0005995338,0.00017062484,0.0005415122],"domain_scores_gemma":[0.99900836,0.00014628898,0.00032871694,0.00024804246,0.00004349803,0.00022507277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009227796,0.00015621637,0.0003243414,0.00023198496,0.0005421433,0.0001297968,0.00011710764,0.000048721067,0.000013565798],"category_scores_gemma":[0.000018243569,0.0001711955,0.000019201876,0.00035697548,0.000015976402,0.00046205474,0.00014826795,0.00017267176,0.0000045781917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036081175,0.0003874338,0.79632086,0.0013620985,0.000019227808,0.0000020190555,0.038319856,0.000021407604,0.000058936243,0.0005449075,0.00012420487,0.16280295],"study_design_scores_gemma":[0.010270926,0.002877143,0.81810236,0.0006591609,0.000043759126,0.00017307664,0.119775794,0.038750377,0.000043182365,0.00032207763,0.007963569,0.0010186019],"about_ca_topic_score_codex":0.0014055681,"about_ca_topic_score_gemma":0.0010706959,"teacher_disagreement_score":0.16178435,"about_ca_system_score_codex":0.00038093413,"about_ca_system_score_gemma":0.0003515902,"threshold_uncertainty_score":0.69811493},"labels":[],"label_agreement":null},{"id":"W2978894354","doi":"10.2196/13703","title":"A Biofeedback App to Instruct Abdominal Breathing (Breathing-Mentor): Pilot Experiment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Neuroscience of respiration and sleep","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breathing; Biofeedback; Medicine; Psychology; Physical therapy; Anesthesia","score_opus":0.07115337322811348,"score_gpt":0.3706757573909613,"score_spread":0.2995223841628478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978894354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884172,0.00010035781,0.000118816155,0.0035511374,0.0009761365,0.0012548667,0.000013946458,0.00016620207,0.0054013394],"genre_scores_gemma":[0.9672816,0.000101920035,0.0007999926,0.030422252,0.00015850346,0.00008011942,0.0000014297009,0.000028999582,0.0011251993],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968652,0.00019569305,0.0004920797,0.00095771044,0.00061422895,0.0008750643],"domain_scores_gemma":[0.9981871,0.00011117759,0.0001949834,0.00043618976,0.000032885673,0.0010376129],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004774023,0.00027829723,0.0003466019,0.0002800485,0.0005355918,0.00020150223,0.00033822496,0.000068412395,0.00010021],"category_scores_gemma":[0.0000904687,0.0002458698,0.000049290804,0.0005171319,0.000107573855,0.00037467512,0.00014079688,0.00031464838,0.0003786608],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015548342,0.000989853,0.00387789,0.001384447,0.0000047316134,0.00010411697,0.010391995,0.000052111995,0.83261454,0.019594662,0.0039667557,0.12546408],"study_design_scores_gemma":[0.025688866,0.037045456,0.08305281,0.0012210434,0.000102561426,0.0023787466,0.006319089,0.014738479,0.39989904,0.0019119764,0.42206216,0.005579782],"about_ca_topic_score_codex":0.00010342195,"about_ca_topic_score_gemma":0.000005919433,"teacher_disagreement_score":0.4327155,"about_ca_system_score_codex":0.00016354374,"about_ca_system_score_gemma":0.0002872077,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W2979053899","doi":"10.2196/13019","title":"Assessing the Quality of Mobile Apps Used by Occupational Therapists: Evaluation Using the User Version of the Mobile Application Rating Scale","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Rating scale; Scale (ratio); Quality (philosophy); mHealth; Mobile device; Health care; Mobile technology; Mobile phone; Computer science; Applied psychology; Psychology; Medicine; Nursing; World Wide Web; Psychological intervention","score_opus":0.12625207404781927,"score_gpt":0.5405919802886703,"score_spread":0.41433990624085104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979053899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97858757,0.0021073367,0.0011109696,0.0017343207,0.0005549743,0.015300698,0.00014528658,0.00003796448,0.00042087826],"genre_scores_gemma":[0.98960924,0.00040118006,0.00032217294,0.0018689261,0.00019299073,0.0073121185,0.00012479955,0.000033902565,0.00013466844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99265516,0.0030688613,0.0019676213,0.00051228306,0.0010850579,0.0007110144],"domain_scores_gemma":[0.9931874,0.0021025292,0.0026830882,0.0011338269,0.0006338687,0.000259281],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009352038,0.0002448402,0.0005218096,0.000081290855,0.0025493333,0.000020913787,0.0004524376,0.00027045226,0.00015609959],"category_scores_gemma":[0.00013060425,0.00013889634,0.00010802529,0.0007485762,0.00026732785,0.0002460667,0.00013661174,0.0008617344,0.000017729368],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005818072,0.00076276704,0.8728181,0.0131862275,0.000044613764,2.4330323e-8,0.017703872,0.0011893326,0.011731873,0.005810109,0.008453972,0.06771731],"study_design_scores_gemma":[0.006042862,0.00044803007,0.83709717,0.00091800804,0.00021569563,0.000003953761,0.04811633,0.041838456,0.00047729842,0.0010428274,0.06329862,0.0005007823],"about_ca_topic_score_codex":0.0026499059,"about_ca_topic_score_gemma":0.00025555497,"teacher_disagreement_score":0.06721652,"about_ca_system_score_codex":0.00045639637,"about_ca_system_score_gemma":0.0032793123,"threshold_uncertainty_score":0.9987492},"labels":[],"label_agreement":null},{"id":"W2979453097","doi":"10.2196/13137","title":"Validation in the General Population of the iHealth Track Blood Pressure Monitor for Self-Measurement According to the European Society of Hypertension International Protocol Revision 2010: Descriptive Investigation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blood pressure; Medicine; Heart rate; Population; Protocol (science); Sphygmomanometer; Cardiology; Internal medicine; Environmental health","score_opus":0.12995991231616205,"score_gpt":0.36223419671425167,"score_spread":0.23227428439808961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979453097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92572707,0.0006447419,0.00004623047,0.024263557,0.00035316398,0.04884068,0.000021696169,0.000021083513,0.0000817602],"genre_scores_gemma":[0.992798,0.0001221127,0.0011682643,0.0034967908,0.00033658784,0.002007337,0.000017240101,0.000016208825,0.000037465543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790144,0.00045810762,0.00058982597,0.0002595858,0.00058460026,0.00020642058],"domain_scores_gemma":[0.99861807,0.000099191966,0.00043535372,0.00030299678,0.0004646077,0.00007975882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027908147,0.00013465979,0.00033411037,0.000059598424,0.0002208336,0.000015418236,0.00014760533,0.00006516318,0.000001671594],"category_scores_gemma":[0.000085598775,0.000067534,0.00008873516,0.00021694024,0.000030306921,0.000093045,0.000058697027,0.00022268953,8.67981e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002519359,0.0018536601,0.7850687,0.019606765,0.0007110785,0.0000012581759,0.04696289,0.00035717065,0.023094987,0.0010360368,0.07362569,0.0451624],"study_design_scores_gemma":[0.0028330788,0.00063648034,0.9831648,0.00079594133,0.0005598715,0.000013721311,0.001844302,0.0014886956,0.00087119656,0.00008121025,0.0076180054,0.00009272485],"about_ca_topic_score_codex":0.0004123161,"about_ca_topic_score_gemma":0.000021874228,"teacher_disagreement_score":0.19809607,"about_ca_system_score_codex":0.00003110936,"about_ca_system_score_gemma":0.00015095036,"threshold_uncertainty_score":0.27539563},"labels":[],"label_agreement":null},{"id":"W2979700191","doi":"10.2196/11070","title":"Get Healthy, Stay Healthy: Evaluation of the Maintenance of Lifestyle Changes Six Months After an Extended Contact Intervention","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NSW Ministry of Health; University of Queensland","keywords":"Intervention (counseling); Psychological intervention; Medicine; Physical therapy; Weight loss; Gerontology; Nursing; Obesity","score_opus":0.08177126195597027,"score_gpt":0.42750274375810376,"score_spread":0.3457314818021335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979700191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847527,0.0010719544,0.000063173335,0.0111766625,0.00036098767,0.0021411031,0.00009543273,0.000035303623,0.00030266575],"genre_scores_gemma":[0.9942014,0.0006844454,0.00015118514,0.004137392,0.00055114273,0.00017713863,0.000028238528,0.000028410852,0.000040608025],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996396,0.0008386838,0.0008013211,0.00047145653,0.00081418327,0.00067836314],"domain_scores_gemma":[0.997092,0.00011726576,0.0008265715,0.0006096873,0.0006622558,0.0006922341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027127191,0.00022964411,0.0007746527,0.00014567305,0.00024808288,0.000008774279,0.0001351852,0.00016472772,0.00007541272],"category_scores_gemma":[0.00016238372,0.00016341673,0.00011003586,0.0003408913,0.0002887257,0.00019042831,0.000062546635,0.0004309124,0.0000047819963],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04722268,0.020362262,0.14628352,0.043144673,0.00021799494,0.000007871982,0.02392037,0.00000475845,0.0023235327,0.011846219,0.0036754382,0.7009907],"study_design_scores_gemma":[0.0049515064,0.016491212,0.9710953,0.0008475881,0.0001776561,0.000019909634,0.00063786656,0.0026579413,0.00036600966,0.001276618,0.0013229747,0.00015537643],"about_ca_topic_score_codex":0.0020969727,"about_ca_topic_score_gemma":0.005507234,"teacher_disagreement_score":0.8248118,"about_ca_system_score_codex":0.0003362815,"about_ca_system_score_gemma":0.0014273513,"threshold_uncertainty_score":0.66639405},"labels":[],"label_agreement":null},{"id":"W2980282842","doi":"10.2196/14877","title":"Mobile Health for First Nations Populations: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Systematic review; Medicine; MEDLINE; Grey literature; Protocol (science); Family medicine; Gerontology; Environmental health; Alternative medicine; Nursing; Political science; Pathology","score_opus":0.26539449528025566,"score_gpt":0.5685027590325171,"score_spread":0.30310826375226146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980282842","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.2297196e-7,0.83072656,0.0003792945,0.0017199387,0.0015255032,0.16263586,0.0019573644,0.00038485668,0.00067041075],"genre_scores_gemma":[0.0000020061439,0.65141135,0.0008152554,0.008972805,0.000582153,0.33312908,0.0027008334,0.00021572347,0.0021707756],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835076,0.0026649137,0.008193111,0.0018285734,0.0007034309,0.0031023703],"domain_scores_gemma":[0.98168623,0.00540216,0.007272985,0.0023097796,0.00059848314,0.0027303735],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0059801587,0.0012829128,0.009375075,0.0011706329,0.007132979,0.0000370441,0.0007893795,0.0012055945,0.00015249962],"category_scores_gemma":[0.0014429186,0.001060772,0.0008226558,0.0018936611,0.000114231414,0.0002128615,0.00021045911,0.0023291623,0.0010720842],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009083875,0.00012184334,0.000006624452,0.8318786,0.000040093346,2.896259e-7,0.00022215144,2.0652347e-7,2.7700647e-10,0.017940067,0.0486402,0.10114085],"study_design_scores_gemma":[0.0004544543,0.00040206654,0.0000033436306,0.4271537,0.0013403007,0.000014994166,0.0001053861,0.00001334036,2.4727972e-10,0.00013830756,0.57000697,0.00036712489],"about_ca_topic_score_codex":0.00030804955,"about_ca_topic_score_gemma":0.0014816194,"teacher_disagreement_score":0.5213668,"about_ca_system_score_codex":0.002385151,"about_ca_system_score_gemma":0.016573418,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W2980379795","doi":"10.2196/14473","title":"Clustering Insomnia Patterns by Data From Wearable Devices: Algorithm Development and Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cluster analysis; Computer science; Wearable computer; Wearable technology; Data mining; Psychology; Artificial intelligence; Embedded system","score_opus":0.06438025721251737,"score_gpt":0.3789274542354278,"score_spread":0.3145471970229104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980379795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99266094,0.003736757,0.0008356091,0.00030555116,0.00062448444,0.0010122437,0.00011336125,0.00006512204,0.0006459237],"genre_scores_gemma":[0.99656105,0.00062546594,0.0007861956,0.0009835513,0.000071892566,0.00005360208,0.0005099471,0.00002976984,0.00037853682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803746,0.00021848785,0.00042065655,0.0006872614,0.00018642578,0.00044968448],"domain_scores_gemma":[0.998915,0.00009492848,0.0001674696,0.000515815,0.000020357691,0.00028640206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000515322,0.0001873597,0.00026846773,0.00008689446,0.00025098526,0.00005174584,0.00020098551,0.00015392437,0.00028499766],"category_scores_gemma":[0.0000044829403,0.00016747757,0.000008876988,0.00011598546,0.000020685973,0.00017021837,0.00015971964,0.00032515673,0.00017934188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013915569,0.0009591103,0.5393715,0.00030909083,0.00021480423,0.000006717365,0.017890237,0.0000020440596,0.0000049297787,0.000008651453,0.0035423203,0.43755147],"study_design_scores_gemma":[0.008885476,0.00073125755,0.92834884,0.00018064566,0.000164082,0.000012393968,0.027140355,0.0027337363,0.0000068277814,0.000039941886,0.031202503,0.00055394694],"about_ca_topic_score_codex":0.003460944,"about_ca_topic_score_gemma":0.00047691644,"teacher_disagreement_score":0.43699753,"about_ca_system_score_codex":0.000042693686,"about_ca_system_score_gemma":0.000100828955,"threshold_uncertainty_score":0.6829537},"labels":[],"label_agreement":null},{"id":"W2980381924","doi":"10.2196/15707","title":"Adults’ Preferences for Behavior Change Techniques and Engagement Features in a Mobile App to Promote 24-Hour Movement Behaviors: Cross-Sectional Survey Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Psychological intervention; Psychology; Behavior change methods; Applied psychology; Behavior change; Behavioral pattern; Ranking (information retrieval); Intervention (counseling); Computer science; Social psychology; Information retrieval","score_opus":0.18398737145653593,"score_gpt":0.5010098095146329,"score_spread":0.317022438058097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980381924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764758,0.00096561055,0.0000031543727,0.00009132473,0.0007879798,0.020931276,0.0005611377,0.00011338948,0.00007033493],"genre_scores_gemma":[0.95604056,0.000116412215,0.00031856773,0.0005264398,0.00016371823,0.04183866,0.00014088702,0.000037729435,0.0008170421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671555,0.0004126445,0.0008434289,0.00090325606,0.00027927526,0.00084586337],"domain_scores_gemma":[0.9985919,0.00008010241,0.00024700424,0.0003655424,0.00014908821,0.0005663606],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002109445,0.0003021029,0.0004480322,0.00036774192,0.00030608813,0.0000766525,0.00018705001,0.00022256837,0.00028143122],"category_scores_gemma":[0.0000116168885,0.00027714873,0.000060842558,0.00027337158,0.000046928955,0.00016196341,0.00010493034,0.00050384837,0.000023799474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009334917,0.0026761722,0.89088076,0.0003848014,0.000005950712,0.0000036544116,0.00453373,5.274053e-8,0.000004619672,0.00005338266,0.00042871217,0.10009467],"study_design_scores_gemma":[0.0022072268,0.011259959,0.9820208,0.00010535209,0.000018582057,0.000006388067,0.0018544493,0.0000013392031,0.000007598925,0.000020968506,0.0022635073,0.00023384616],"about_ca_topic_score_codex":0.0097046355,"about_ca_topic_score_gemma":0.0077386387,"teacher_disagreement_score":0.099860825,"about_ca_system_score_codex":0.00018268691,"about_ca_system_score_gemma":0.00012758789,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W2980414251","doi":"10.2196/15313","title":"The Use of Smartphone-Based Triage to Reduce the Rate of Outpatient Error Registration: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare Operations and Scheduling Optimization","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Guangzhou Municipal Science and Technology Project","keywords":"Cross-sectional study; Triage; Medicine; Medical emergency; Computer science","score_opus":0.2643819997265507,"score_gpt":0.5050088639194977,"score_spread":0.24062686419294704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980414251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834154,0.00009201339,0.0005006776,0.009314495,0.0010835342,0.0053790663,0.00007336821,0.000026991405,0.00011443592],"genre_scores_gemma":[0.9946499,0.000072842086,0.00085125776,0.0022701935,0.00015599982,0.0004228024,0.00004128443,0.000021663793,0.0015140426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99518645,0.0019260419,0.0016489986,0.00036529973,0.00038354838,0.00048964046],"domain_scores_gemma":[0.9956454,0.0017597025,0.0008352443,0.0006909061,0.0007775797,0.00029113697],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004625442,0.00016586427,0.00035276066,0.000108152184,0.0018825562,0.000045247274,0.00018371419,0.00016451284,0.000056044246],"category_scores_gemma":[0.00061775773,0.00009998882,0.000054192064,0.00049323996,0.00010171923,0.00013672154,0.00004874497,0.00057493325,0.000023759205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023216286,0.00050816726,0.9712983,0.0011543209,0.000021167034,4.0848326e-7,0.008802229,0.008015001,0.000049333164,0.0029266055,0.0032908826,0.0016120035],"study_design_scores_gemma":[0.0018955298,0.0015762785,0.9818981,0.000091757254,0.0000136171775,5.6107746e-7,0.002319809,0.0053813797,0.000011533559,0.0000277979,0.006681221,0.00010238626],"about_ca_topic_score_codex":0.0023476148,"about_ca_topic_score_gemma":0.0012160601,"teacher_disagreement_score":0.011234496,"about_ca_system_score_codex":0.00016708244,"about_ca_system_score_gemma":0.0024370248,"threshold_uncertainty_score":0.9994168},"labels":[],"label_agreement":null},{"id":"W2980474620","doi":"10.2196/16325","title":"Making Sense of Negative Findings from Mobile Attention Bias Modification Interventions for Individuals with Addictive Disorders: Quantitative Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognitive bias modification; Psychology; Baseline (sea); Psychological intervention; Attentional bias; Retraining; Addiction; Set (abstract data type); Clinical psychology; Cognitive psychology; Developmental psychology; Cognitive bias; Psychiatry; Cognition; Computer science","score_opus":0.26091980726239306,"score_gpt":0.507530672451701,"score_spread":0.24661086518930797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980474620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832278,0.0017168213,0.005892661,0.00011548202,0.00031244956,0.0070510614,0.0012910755,0.00006300796,0.00032967815],"genre_scores_gemma":[0.9947169,0.0007298146,0.0021154084,0.00007172962,0.000045622524,0.0018534921,0.00029343227,0.000040172625,0.00013345268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970295,0.00058254285,0.0007187445,0.000937375,0.0003029617,0.00042887317],"domain_scores_gemma":[0.9968007,0.001267055,0.0009477273,0.00039118007,0.0004297564,0.00016354954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086551165,0.00028894623,0.00055720063,0.00047451147,0.00028250308,0.00003591994,0.000121858335,0.0001350887,0.00018733142],"category_scores_gemma":[0.00023520814,0.00024375341,0.00012451118,0.00078313623,0.00015154682,0.00029052878,0.00004670883,0.00024531106,0.000031895936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002089141,0.003956878,0.94270694,0.0007341033,0.0002990991,3.7475195e-7,0.02806634,0.000004380145,0.0000079140955,0.00066116947,0.00026927693,0.021204393],"study_design_scores_gemma":[0.005061029,0.0059924643,0.9244607,0.00032995775,0.000234828,0.000001118288,0.061231773,0.000059488233,0.000010449349,0.00222358,0.00019662296,0.0001979675],"about_ca_topic_score_codex":0.00069093605,"about_ca_topic_score_gemma":0.00035401087,"teacher_disagreement_score":0.033165433,"about_ca_system_score_codex":0.00014931693,"about_ca_system_score_gemma":0.00012381109,"threshold_uncertainty_score":0.9939976},"labels":[],"label_agreement":null},{"id":"W2980577245","doi":"10.2196/15593","title":"Testing Consultation Recordings in a Clinical Setting With the SecondEars Smartphone App: Mixed Methods Implementation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Health care; eHealth; Medicine; Digital health; Test (biology); Multidisciplinary approach; Descriptive statistics; Nursing; Medical education","score_opus":0.12457454214182437,"score_gpt":0.5654832698518991,"score_spread":0.4409087277100747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980577245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757506,0.00028066532,0.0003616578,0.0062786136,0.00065072643,0.015505973,0.000026147292,0.00017043305,0.0009751564],"genre_scores_gemma":[0.97151685,0.00021934591,0.01034913,0.008000873,0.000321157,0.009272066,0.00006644133,0.000061781284,0.00019234576],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9902666,0.0045418963,0.0024331338,0.0009203961,0.0003666032,0.0014713522],"domain_scores_gemma":[0.98969954,0.0070550153,0.0015240755,0.000599594,0.00034457832,0.00077720184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.015064382,0.0003259847,0.0007595294,0.0002660968,0.0016319557,0.000027958036,0.00022350867,0.0002494391,0.0001530888],"category_scores_gemma":[0.00048007965,0.00023658128,0.000042248586,0.00121314,0.000101325175,0.00020740014,0.00011252061,0.0019146013,0.000120641766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030657512,0.00017280183,0.44655353,0.0012736407,0.000010111382,0.0000012189003,0.0059444234,0.0000029468497,0.000011142485,0.0003541427,0.0024079424,0.54296154],"study_design_scores_gemma":[0.0061912397,0.001135237,0.92406154,0.00014913731,0.000043232987,0.0000066489347,0.05421383,0.0004963763,8.235949e-7,0.00024501933,0.013256216,0.00020069732],"about_ca_topic_score_codex":0.0030609705,"about_ca_topic_score_gemma":0.006109493,"teacher_disagreement_score":0.54276085,"about_ca_system_score_codex":0.00035289972,"about_ca_system_score_gemma":0.002827125,"threshold_uncertainty_score":0.99966776},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2980599324","doi":"10.2196/14619","title":"A Short Message Service Intervention to Support Adherence to Home-Based Strengthening Exercise for People With Knee Osteoarthritis: Intervention Design Applying the Behavior Change Wheel","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Behavior change methods; Behavior change; Physical therapy; Short Message Service; Medicine; Intervention (counseling); Osteoarthritis; Goal setting; Physical medicine and rehabilitation; Psychology; Nursing; Computer science; Alternative medicine","score_opus":0.10515314652511172,"score_gpt":0.43184666489381857,"score_spread":0.32669351836870686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980599324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8569575,0.00073089683,0.02385846,0.0033668089,0.0009059904,0.11343802,0.00033293822,0.0003162407,0.00009317802],"genre_scores_gemma":[0.62127155,0.000097947544,0.0030514144,0.0059570023,0.00020639402,0.3689109,0.00020437154,0.00007601109,0.0002243865],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99447274,0.0006115995,0.0015785903,0.0010247629,0.00050822995,0.0018040905],"domain_scores_gemma":[0.99564767,0.0006503359,0.00060319086,0.0008822799,0.0005118019,0.0017047058],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002962166,0.0004645603,0.0008250216,0.00038721165,0.001771161,0.000056035227,0.00040523626,0.00029630365,0.00021932094],"category_scores_gemma":[0.000055204477,0.00037380433,0.00012156303,0.0009988311,0.000033038978,0.00028080333,0.00015151367,0.0008273126,0.00026401284],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028110247,0.00038496952,0.03666847,0.011945516,0.000008564059,0.0000015452005,0.0051563936,0.000027910599,0.000018250743,0.00035839778,0.0014694263,0.94114953],"study_design_scores_gemma":[0.030992903,0.05287552,0.72141105,0.019448087,0.00087084726,0.000042027823,0.039948877,0.004227468,0.00008121103,0.00031542755,0.12720306,0.0025835256],"about_ca_topic_score_codex":0.0023052641,"about_ca_topic_score_gemma":0.008273182,"teacher_disagreement_score":0.938566,"about_ca_system_score_codex":0.00040098937,"about_ca_system_score_gemma":0.0009922995,"threshold_uncertainty_score":0.9998714},"labels":[],"label_agreement":null},{"id":"W2980707842","doi":"10.2196/16247","title":"Mobile Health Projects in a High-Complexity Reference Hospital: Case Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Telemedicine; Context (archaeology); Wearable computer; Health care; Snowball sampling; Nursing; Medicine; Wearable technology; Medical education; Psychological intervention; Computer science; Geography","score_opus":0.14404590440439774,"score_gpt":0.4910560819522077,"score_spread":0.34701017754780994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980707842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9498305,0.0017052235,0.00002000257,0.0025894528,0.0009170083,0.04291837,0.00013093444,0.0003602803,0.0015282676],"genre_scores_gemma":[0.94629705,0.002348177,0.0007644428,0.0069738603,0.00029681853,0.04247515,0.00010428238,0.00009335508,0.00064683706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899723,0.0021316672,0.0026955362,0.0016121512,0.0005860098,0.003002364],"domain_scores_gemma":[0.994121,0.0005899135,0.0012760658,0.0014056024,0.00025676616,0.0023506335],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0041287425,0.00058275956,0.0014813236,0.00063510315,0.0019407478,0.000025857393,0.00036342116,0.00043025997,0.0003285916],"category_scores_gemma":[0.00008282002,0.0005425893,0.000059864167,0.0012987616,0.00014260907,0.000285416,0.00025712568,0.0026031851,0.00059749506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047582254,0.0038326995,0.8301161,0.015950812,0.00001878531,0.00024087692,0.040239193,0.000006885725,0.0000019927547,0.017754298,0.008049291,0.08331325],"study_design_scores_gemma":[0.015979419,0.018208224,0.71837634,0.0008907793,0.00004591296,0.0003276251,0.13244,0.0004691909,4.6639596e-7,0.0022596288,0.1097876,0.0012148024],"about_ca_topic_score_codex":0.0539359,"about_ca_topic_score_gemma":0.018257162,"teacher_disagreement_score":0.11173975,"about_ca_system_score_codex":0.0012261582,"about_ca_system_score_gemma":0.0062862094,"threshold_uncertainty_score":0.9997026},"labels":[],"label_agreement":null},{"id":"W2980827162","doi":"10.2196/14512","title":"Back to the Future: Achieving Health Equity Through Health Informatics and Digital Health","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":395,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Mental Health; National Center for Research Resources; National Institutes of Health; National Center for Advancing Translational Sciences; World Health Organization","keywords":"Health equity; Digital health; Health care; Sociotechnical system; Public relations; mHealth; Disadvantaged; Health Administration Informatics; Health informatics; Equity (law); Health policy; Unintended consequences; Political science; Economic growth; Knowledge management; Computer science; Economics","score_opus":0.07552722924017523,"score_gpt":0.47286599432834,"score_spread":0.39733876508816474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980827162","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14306234,0.03833219,0.0045688846,0.75408727,0.00430577,0.042400546,0.0012569741,0.00067407027,0.011311928],"genre_scores_gemma":[0.28403282,0.083432935,0.01070255,0.60873145,0.0034615542,0.0056347256,0.00072106393,0.00028378295,0.002999103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9868509,0.001442252,0.0046821516,0.0012176131,0.0010217547,0.0047853375],"domain_scores_gemma":[0.9887532,0.00086332305,0.002954319,0.0017224415,0.00025063206,0.005456107],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007166274,0.00083378906,0.0019266943,0.00035003424,0.00624215,0.00016387504,0.0007338472,0.00041371322,0.0002747855],"category_scores_gemma":[0.00010187092,0.0006416783,0.00013112405,0.0013795341,0.00019774522,0.0007883116,0.0009353567,0.0027292666,0.0020178787],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042214297,0.000257786,0.026802693,0.029010912,0.0000279285,4.3965255e-7,0.032314558,0.00001748726,4.2003634e-7,0.033372782,0.28212273,0.59565014],"study_design_scores_gemma":[0.002248818,0.002154819,0.05209738,0.00082785886,0.000009332856,0.000034609722,0.013774656,0.00025923044,9.651788e-8,0.0005676832,0.9275703,0.00045523295],"about_ca_topic_score_codex":0.002496555,"about_ca_topic_score_gemma":0.0027675063,"teacher_disagreement_score":0.64544755,"about_ca_system_score_codex":0.0017956796,"about_ca_system_score_gemma":0.012187985,"threshold_uncertainty_score":0.99960345},"labels":[],"label_agreement":null},{"id":"W2980983759","doi":"10.2196/14408","title":"A Smart Mobile Health Tool Versus a Paper Action Plan to Support Self-Management of Chronic Obstructive Pulmonary Disease Exacerbations: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Exacerbation; COPD; Self-management; Physical therapy; mHealth; Poisson regression; Health care; Disease management; Disease; Internal medicine; Psychological intervention; Population; Nursing","score_opus":0.030868022732071336,"score_gpt":0.3658271071152537,"score_spread":0.33495908438318234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980983759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944027,0.0039086845,0.000031342195,0.0017646091,0.001103996,0.046737704,0.00015183906,0.0001421847,0.0021326516],"genre_scores_gemma":[0.98204607,0.0037184746,0.0003540862,0.000525926,0.00039846046,0.010873895,0.00028644898,0.00006402284,0.0017326322],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9949133,0.00070533267,0.0014408564,0.0008958089,0.0010129444,0.0010317876],"domain_scores_gemma":[0.99621236,0.0005535575,0.0005908025,0.0007424792,0.00021796333,0.0016828511],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016478465,0.00042142274,0.0021649213,0.00043182692,0.00025685522,0.00002763112,0.00015698829,0.00012707041,0.0008270235],"category_scores_gemma":[0.00009431841,0.0003524212,0.0003956853,0.0004991748,0.00015056602,0.00024987262,0.00012470236,0.00043214168,0.00011449527],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.955536,0.0014972396,0.0008971846,0.013222725,0.00040152084,0.000040139643,0.00041798927,0.000024734789,0.000011498945,0.0013456912,0.000485106,0.026120175],"study_design_scores_gemma":[0.93141633,0.0050301543,0.054853376,0.00039109873,0.000642179,0.00001708777,0.0011473926,0.0016850784,0.0000018565381,0.00015867884,0.0043515344,0.00030520587],"about_ca_topic_score_codex":0.00019667369,"about_ca_topic_score_gemma":0.00001754069,"teacher_disagreement_score":0.053956192,"about_ca_system_score_codex":0.0020512359,"about_ca_system_score_gemma":0.0045527923,"threshold_uncertainty_score":0.9998928},"labels":[],"label_agreement":null},{"id":"W2981099371","doi":"10.2196/15940","title":"Improving Medication Information Presentation Through Interactive Visualization in Mobile Apps: Human Factors Design","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Western University of Health Sciences; Claremont Graduate University; Chapman University","keywords":"Computer science; Presentation (obstetrics); Human–computer interaction; Mobile apps; Multimedia; Information visualization; Visualization; mHealth; World Wide Web; Internet privacy; Medicine; Artificial intelligence; Psychological intervention","score_opus":0.07878600953330926,"score_gpt":0.44010393610464443,"score_spread":0.36131792657133516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981099371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725502,0.00020301633,0.023301592,0.00041311167,0.00016064495,0.0022875753,0.0000030775207,0.00006396973,0.0010167849],"genre_scores_gemma":[0.99711484,0.0003472251,0.0006295201,0.0011581335,0.00005345288,0.00025972162,0.00026725658,0.000009309973,0.00016051426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864835,0.00010845714,0.00050882023,0.00020868907,0.00029194544,0.000233766],"domain_scores_gemma":[0.99908334,0.00008317697,0.00038242902,0.00018033835,0.00009950347,0.00017120296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036122327,0.00011719302,0.00021918897,0.00016932658,0.00009486152,0.00002225707,0.000054985427,0.00009760358,0.0002029635],"category_scores_gemma":[0.00006379946,0.0001035981,0.000018000554,0.0002678178,0.00003168484,0.00082947646,0.000015583155,0.00020647302,0.0001321254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018178605,0.0014597881,0.67499065,0.015607726,0.000060924205,0.0000037742427,0.08830449,0.000231408,0.004758495,0.009937373,0.009730442,0.19309708],"study_design_scores_gemma":[0.005354109,0.0021030675,0.9451638,0.00081769354,0.000054449858,0.000013098732,0.014159091,0.023237823,0.0012405645,0.0007534481,0.00676408,0.00033881512],"about_ca_topic_score_codex":0.00036299173,"about_ca_topic_score_gemma":0.00000782305,"teacher_disagreement_score":0.27017313,"about_ca_system_score_codex":0.00018544016,"about_ca_system_score_gemma":0.0003157109,"threshold_uncertainty_score":0.42246076},"labels":[],"label_agreement":null},{"id":"W2981182836","doi":"10.2196/14149","title":"Depression Prediction by Using Ecological Momentary Assessment, Actiwatch Data, and Machine Learning: Observational Study on Older Adults Living Alone","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mood; Random forest; Geriatric Depression Scale; Depression (economics); Logistic regression; Observational study; Machine learning; Artificial intelligence; Rating scale; Psychology; Data collection; Decision tree; Activities of daily living; Medicine; Computer science; Clinical psychology; Depressive symptoms; Anxiety; Psychiatry; Statistics; Developmental psychology; Mathematics","score_opus":0.24463461565381953,"score_gpt":0.5078549936840959,"score_spread":0.2632203780302764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981182836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99432164,0.0007088563,0.00004512698,0.0010779469,0.0004883419,0.0026030072,0.00022761867,0.00007201192,0.00045545265],"genre_scores_gemma":[0.99659365,0.00036439413,0.00022230897,0.001162838,0.00019764998,0.00012097466,0.00060146995,0.000030568244,0.0007061294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962293,0.0009914183,0.00055496895,0.0009479243,0.00055050914,0.0007258934],"domain_scores_gemma":[0.9980393,0.0005610642,0.00026957737,0.0004973104,0.00004305391,0.00058968994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016920824,0.00023148247,0.00036024436,0.00013190162,0.00055863714,0.000041915937,0.00020366476,0.00017870429,0.00082588976],"category_scores_gemma":[0.000046066223,0.00020036168,0.000015947462,0.00016958761,0.000048083264,0.00027098687,0.00030393162,0.001026265,0.000027046164],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004641464,0.0018213099,0.97640854,0.0005509356,0.000021471871,0.00000597693,0.001596136,0.0000026780003,0.000028721854,0.000019053168,0.0030826863,0.015998358],"study_design_scores_gemma":[0.0026031279,0.0024702523,0.9813647,0.00015174199,0.000018532917,0.000018237135,0.0025017664,0.009114559,9.089935e-7,0.0000090780795,0.0016120438,0.00013501868],"about_ca_topic_score_codex":0.0017409959,"about_ca_topic_score_gemma":0.000094319745,"teacher_disagreement_score":0.015863338,"about_ca_system_score_codex":0.00030652888,"about_ca_system_score_gemma":0.00019573668,"threshold_uncertainty_score":0.9042914},"labels":[],"label_agreement":null},{"id":"W2981319337","doi":"10.2196/15329","title":"Quality Assurance of Health Wearables Data: Participatory Workshop on Barriers, Solutions, and Expectations","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Precinct; Stakeholder; Health care; Data quality; Data collection; Quality (philosophy); Quality assurance; Wearable computer; Knowledge management; Business; Medical education; Medicine; Computer science; Public relations; Marketing; Geography; Sociology","score_opus":0.28819390410068424,"score_gpt":0.5310996241439918,"score_spread":0.24290572004330757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981319337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94371945,0.02780408,0.00028870162,0.020854821,0.0012759041,0.0040021203,0.00040979896,0.00017630249,0.0014688388],"genre_scores_gemma":[0.98618305,0.0076622698,0.00039409276,0.004345467,0.00026332098,0.00037555964,0.00010652212,0.00005261708,0.0006170893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98921007,0.0048328373,0.0023985466,0.0009766399,0.00055473484,0.0020271635],"domain_scores_gemma":[0.99253833,0.0030008617,0.0015534972,0.0013973217,0.00017663959,0.0013333395],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009493448,0.00032925056,0.0012078071,0.0002450953,0.0018786752,0.000013673295,0.00032432962,0.0003219158,0.000118638935],"category_scores_gemma":[0.0007911149,0.00030496108,0.000043123368,0.00046615032,0.00017129583,0.00031150572,0.00019404555,0.0012680638,0.00011289374],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009293622,0.0004983983,0.70770174,0.050317414,0.00010955942,0.0000020248797,0.03442954,0.000022141905,0.000049175695,0.06377204,0.078507006,0.06366161],"study_design_scores_gemma":[0.0056050755,0.001586059,0.8279155,0.0042890194,0.0000478333,0.000009643842,0.053560983,0.0018471128,0.0000028068953,0.0012825561,0.103036225,0.0008172257],"about_ca_topic_score_codex":0.0028623163,"about_ca_topic_score_gemma":0.003218328,"teacher_disagreement_score":0.120213725,"about_ca_system_score_codex":0.00054935494,"about_ca_system_score_gemma":0.0077526406,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W2981337582","doi":"10.2196/15146","title":"Usability and Utility of a Mobile App to Improve Medication Adherence Among Ambulatory Care Patients in Malaysia: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Usability; Medicine; System usability scale; mHealth; Qualitative research; Health care; Family medicine; Nursing; Web usability; Psychological intervention; Computer science","score_opus":0.04651770073524687,"score_gpt":0.47180411946027523,"score_spread":0.42528641872502837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981337582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750878,0.0006002651,0.000017153667,0.000281695,0.00038282527,0.022857355,0.00019719411,0.000065495544,0.0005101924],"genre_scores_gemma":[0.9837969,0.00033038112,0.0001782696,0.00085119833,0.00006445402,0.014610031,0.00007136788,0.00002934901,0.000068048976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935805,0.001754296,0.0020643908,0.0010441444,0.0004970532,0.0010595877],"domain_scores_gemma":[0.9955047,0.0009031962,0.00090593187,0.00082453055,0.00046451058,0.0013971516],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003471003,0.00030577675,0.0009073811,0.00028839,0.00048134202,0.00000603087,0.00020909049,0.00031665943,0.00012812487],"category_scores_gemma":[0.00024604716,0.00028481352,0.00003740782,0.00060141966,0.00017801533,0.00017865785,0.00018756231,0.0009560121,0.000049433205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033126195,0.0005623722,0.8514847,0.007839655,0.000004074976,1.6017493e-7,0.10759753,0.0000010828381,0.0000033021222,0.00017454558,0.00025733543,0.03174396],"study_design_scores_gemma":[0.0027653535,0.0018031815,0.88493794,0.00020283971,0.000016739854,1.1248119e-7,0.108916596,0.00012500462,0.0000017431266,0.00016375376,0.000906501,0.00016020627],"about_ca_topic_score_codex":0.009013645,"about_ca_topic_score_gemma":0.0041761496,"teacher_disagreement_score":0.033453245,"about_ca_system_score_codex":0.0003910365,"about_ca_system_score_gemma":0.0016914438,"threshold_uncertainty_score":0.9999604},"labels":[],"label_agreement":null},{"id":"W2981468188","doi":"10.2196/12665","title":"A Mobile Health Team Challenge to Promote Stepping and Stair Climbing Activities: Exploratory Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National University of Singapore","keywords":"Physical therapy; mHealth; Medicine; Repeated measures design; Stair climbing; Intervention (counseling); Psychology; Nursing; Psychological intervention; Mathematics; Statistics","score_opus":0.11127247670921572,"score_gpt":0.4222164258496929,"score_spread":0.3109439491404772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981468188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98406684,0.001267232,0.000024064138,0.0028101304,0.00017432691,0.01086578,0.00003540594,0.00019450682,0.0005617088],"genre_scores_gemma":[0.9933224,0.0016254045,0.00025361136,0.0036429306,0.00025890523,0.0006854754,0.000011086473,0.00005328532,0.00014693962],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961149,0.0004026949,0.000703071,0.0010724341,0.0005188162,0.0011880636],"domain_scores_gemma":[0.9966951,0.00014593295,0.000302731,0.00065196824,0.00007690058,0.0021273901],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017247237,0.00037601063,0.0012992414,0.00023914443,0.0005354936,0.000042215775,0.00009729405,0.00013213816,0.000018662202],"category_scores_gemma":[0.0000395981,0.00033982345,0.00006300347,0.00036116914,0.000077718745,0.00036312742,0.0001627567,0.0008703709,0.00002941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008180744,0.04467251,0.24037084,0.0703067,0.0001786945,0.00005909006,0.2527586,0.00000786408,0.00047783024,0.0011686955,0.0017827842,0.38003564],"study_design_scores_gemma":[0.020145088,0.25356933,0.58851045,0.002705453,0.000187651,0.00015301757,0.1082211,0.0007474792,0.0000654656,0.0009990879,0.02310848,0.0015873724],"about_ca_topic_score_codex":0.00041511972,"about_ca_topic_score_gemma":0.00027985798,"teacher_disagreement_score":0.37844828,"about_ca_system_score_codex":0.00068166107,"about_ca_system_score_gemma":0.0015848259,"threshold_uncertainty_score":0.9999054},"labels":[],"label_agreement":null},{"id":"W2981577538","doi":"10.2196/12884","title":"Engaging Users in the Behavior Change Process With Digitalized Motivational Interviewing and Gamification: Development and Feasibility Testing of the Precious App","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Motivation and Self-Concept in Sports","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; European Commission; Yrjö Jahnssonin Säätiö; KAUTE-Säätiö","keywords":"Motivational interviewing; Behavior change; Competence (human resources); Psychology; Applied psychology; Self-determination theory; Focus group; Process (computing); Interview; Autonomy; Human–computer interaction; Social psychology; Computer science; Psychological intervention","score_opus":0.1757119099467361,"score_gpt":0.404073944749208,"score_spread":0.22836203480247189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981577538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99624306,0.0003123619,0.00001338787,0.0005956719,0.00006807528,0.0022079453,0.0000042316597,0.000017087748,0.00053820177],"genre_scores_gemma":[0.9981714,0.000011271784,0.00025011244,0.000849433,0.000023928937,0.0006338286,0.000009252251,0.0000087345825,0.000042020023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877775,0.0001668317,0.00037086988,0.0002937953,0.00018182173,0.00020891786],"domain_scores_gemma":[0.9992113,0.00019343571,0.00026295672,0.00019381997,0.00006570266,0.00007277867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008754944,0.000112906695,0.0001801636,0.00005705325,0.00016032008,0.00002265709,0.000093814444,0.00004909525,0.000018354258],"category_scores_gemma":[0.000037353268,0.000067453606,0.000008890083,0.00025457473,0.000088892135,0.00011745477,0.000025065556,0.00020323969,5.247306e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003819607,0.000095644325,0.91710895,0.00042121703,0.000002671928,4.3026193e-7,0.04577297,3.6549181e-7,0.0000010126038,0.00032575044,0.0000066356884,0.036226172],"study_design_scores_gemma":[0.00076329673,0.0000754431,0.990122,0.0001438338,0.000006943637,0.00002118418,0.008423422,0.000014677411,0.0000025471902,0.00003932205,0.00031947548,0.00006784812],"about_ca_topic_score_codex":0.000086823784,"about_ca_topic_score_gemma":0.000061671206,"teacher_disagreement_score":0.073013075,"about_ca_system_score_codex":0.000039568957,"about_ca_system_score_gemma":0.00012641774,"threshold_uncertainty_score":0.2750678},"labels":[],"label_agreement":null},{"id":"W2981705411","doi":"10.2196/10733","title":"Clinical Applications of Mobile Health Wearable–Based Sleep Monitoring: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":171,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; mHealth; Medicine; PsycINFO; Polysomnography; Wearable technology; Scopus; MEDLINE; Clinical trial; Population; Cochrane Library; Meta-analysis; Psychological intervention; Computer science; Psychiatry; Pathology","score_opus":0.13127128466870977,"score_gpt":0.5127795804415991,"score_spread":0.38150829577288936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981705411","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000025925854,0.97433656,0.00011346887,0.00016997557,0.0013519663,0.022822184,0.000108916625,0.00011654491,0.0009777707],"genre_scores_gemma":[0.000025257896,0.9859006,0.00014076653,0.001176236,0.00027116365,0.011685953,0.00014679274,0.0001205347,0.0005327409],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99009746,0.0024814585,0.0048958566,0.0011015867,0.0004302597,0.0009933907],"domain_scores_gemma":[0.99176776,0.0011312017,0.004246451,0.0018014687,0.00013152933,0.00092156284],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035983464,0.0006761654,0.0072223106,0.00041245783,0.0002361402,0.000017054661,0.0005718037,0.0009477906,0.00013364546],"category_scores_gemma":[0.000067261506,0.0005123818,0.0008268144,0.0010132929,0.0001702679,0.000041271185,0.00006094203,0.0015468975,0.0006236785],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064170404,0.00039043624,0.000026652737,0.6168089,0.00021715168,8.359762e-7,0.00006412091,1.7637558e-7,2.0624387e-10,0.0001645909,0.0012835662,0.38103715],"study_design_scores_gemma":[0.000711857,0.00086687686,0.000015563932,0.4863661,0.004351848,0.000025336065,0.00015328251,0.000004036723,1.6555031e-9,0.000011079318,0.5071422,0.00035183498],"about_ca_topic_score_codex":0.00014971018,"about_ca_topic_score_gemma":0.0000029798769,"teacher_disagreement_score":0.5058586,"about_ca_system_score_codex":0.0002054463,"about_ca_system_score_gemma":0.002130907,"threshold_uncertainty_score":0.9997328},"labels":[],"label_agreement":null},{"id":"W2981727195","doi":"10.2196/16060","title":"Elements of Social Convoy Theory in Mobile Health for Palliative Care: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"mHealth; Palliative care; Inclusion (mineral); Internet privacy; Health care; Psychology; App store; Social network (sociolinguistics); Social support; Nursing; Social media; World Wide Web; Medicine; Psychological intervention; Computer science; Social psychology","score_opus":0.09991250606474912,"score_gpt":0.53676452974316,"score_spread":0.4368520236784109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981727195","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34112957,0.4219959,0.0007993408,0.016200049,0.0020452333,0.21096236,0.0013954783,0.0003346321,0.0051374272],"genre_scores_gemma":[0.55773234,0.24900797,0.0023889197,0.05971758,0.0006176536,0.1288293,0.00083891465,0.00016543274,0.0007018747],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926913,0.0013141215,0.0030295108,0.0007845849,0.0003765333,0.0018039485],"domain_scores_gemma":[0.9949868,0.0012766456,0.0020248168,0.0004981435,0.00037547032,0.0008381543],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0046443595,0.0003445301,0.0015520988,0.00027485093,0.0010437969,0.0000047704066,0.0002478055,0.00029251925,0.0003175092],"category_scores_gemma":[0.00014534897,0.00032943374,0.00011412694,0.00058904034,0.00010080063,0.00011465229,0.00009552363,0.00084160344,0.0000700711],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007138471,0.0003122579,0.059847254,0.69352406,0.000017075621,3.8046923e-7,0.012824099,0.0000016355533,0.00000616202,0.05313727,0.008083881,0.17153206],"study_design_scores_gemma":[0.03164071,0.009065832,0.24787195,0.20052421,0.00022194494,0.0000037190564,0.04312325,0.00022004159,0.000014283132,0.006763193,0.45864767,0.001903198],"about_ca_topic_score_codex":0.00029394674,"about_ca_topic_score_gemma":0.00066678546,"teacher_disagreement_score":0.49299988,"about_ca_system_score_codex":0.0007320124,"about_ca_system_score_gemma":0.0071301223,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W2981830989","doi":"10.2196/14615","title":"The Effect of Smartphone Apps Versus Supervised Exercise on Physical Activity, Cardiorespiratory Fitness, and Body Composition Among Individuals With Mild-to-Moderate Mobility Disability: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cerebral Palsy and Movement Disorders","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Cardiorespiratory fitness; Physical therapy; Randomized controlled trial; Medicine; Health coaching; Psychological intervention; mHealth; Coaching; Intervention (counseling); Bioelectrical impedance analysis; Physical medicine and rehabilitation; Body mass index; Psychology; Nursing","score_opus":0.01778276255456123,"score_gpt":0.32681570287086176,"score_spread":0.3090329403163005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981830989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777742,0.00033199412,0.0000056092085,0.000895457,0.00021978133,0.020565528,0.00003046975,0.00003523101,0.00014169866],"genre_scores_gemma":[0.9978602,0.0002453468,0.0000068912746,0.00019846247,0.000110214445,0.0015029962,0.00003208484,0.000022057871,0.000021775904],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99692565,0.0011186269,0.0004948605,0.0005089822,0.00051502587,0.00043684235],"domain_scores_gemma":[0.9964275,0.0023598918,0.0002770235,0.0004462688,0.000060313425,0.00042900583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002637192,0.0003221868,0.0024187798,0.000068531415,0.0002785969,0.000034317243,0.00006779293,0.000111118985,0.0000068734103],"category_scores_gemma":[0.00011473544,0.00017486315,0.00023185278,0.00016506769,0.0004927427,0.0000900993,0.00004465681,0.00033008773,0.0000024965973],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96112335,0.00069907546,0.031021303,0.0013829508,0.00017873969,6.1039475e-7,0.00046591647,0.000012566822,0.0000749819,0.00004386648,0.0000405534,0.004956099],"study_design_scores_gemma":[0.8947851,0.0101545025,0.09263673,0.0002477851,0.00066926604,4.476994e-7,0.00012092197,0.0008088264,0.00037580193,0.000026280542,0.00001771932,0.00015661816],"about_ca_topic_score_codex":0.00028133017,"about_ca_topic_score_gemma":0.00005006774,"teacher_disagreement_score":0.06633823,"about_ca_system_score_codex":0.00008389976,"about_ca_system_score_gemma":0.00017455324,"threshold_uncertainty_score":0.7130712},"labels":[],"label_agreement":null},{"id":"W2981848486","doi":"10.2196/13757","title":"Associations Between Heart Rate Variability Measured With a Wrist-Worn Sensor and Older Adults’ Physical Function: Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sam and Rose Stein Institute for Research on Aging; National Institute of Mental Health; University of California, San Diego","keywords":"Heart rate variability; Medicine; Photoplethysmogram; Physical medicine and rehabilitation; Physical therapy; Gerontology; Heart rate; Blood pressure; Internal medicine; Computer science","score_opus":0.056681694334385746,"score_gpt":0.31587416471261914,"score_spread":0.2591924703782334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981848486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972746,0.000068990696,0.00032880233,0.00033128625,0.00022461182,0.0013889134,0.0000793175,0.00018610054,0.000117413336],"genre_scores_gemma":[0.9987749,0.000009324586,0.00032738983,0.0001279389,0.0005619308,0.0000949766,0.000041278232,0.000036565634,0.000025732745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983084,0.00020950261,0.00033333027,0.00040359583,0.00031875796,0.00042637266],"domain_scores_gemma":[0.99876946,0.00042453766,0.000088300934,0.00023579971,0.00013908162,0.0003428222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074498507,0.00022121033,0.00043215195,0.00006481459,0.00022735563,0.00004773951,0.00005222001,0.00008417968,0.000009100572],"category_scores_gemma":[0.000043615382,0.00020020304,0.00002889378,0.00029670578,0.000031110038,0.00021158729,0.000025189123,0.00036242948,0.000016887476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009545182,0.00014507976,0.9968557,0.00044573232,0.000049363873,7.0720546e-7,0.0012405227,0.000060371505,0.00017916004,0.00005115154,0.00012064922,0.00075612514],"study_design_scores_gemma":[0.0014185796,0.00047910897,0.996994,0.000055273304,0.00005517156,0.0000015463041,0.0003258334,0.00027487255,0.000019865207,0.000094171686,0.000092153896,0.0001894027],"about_ca_topic_score_codex":0.00014566841,"about_ca_topic_score_gemma":0.000039335046,"teacher_disagreement_score":0.0015002985,"about_ca_system_score_codex":0.00020396558,"about_ca_system_score_gemma":0.00014481225,"threshold_uncertainty_score":0.8164043},"labels":[],"label_agreement":null},{"id":"W2982136895","doi":"10.2196/14939","title":"A Mobile App for Longterm Monitoring of Narcolepsy Symptoms: Design, Development, and Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Technische Universiteit Eindhoven","keywords":"Narcolepsy; Sleep paralysis; Cataplexy; Excessive daytime sleepiness; Sleep disorder; Medicine; Psychology; Psychiatry; Insomnia; Neurology","score_opus":0.1518332384645499,"score_gpt":0.4383286482048595,"score_spread":0.2864954097403096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982136895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952751,0.0006850289,0.0008005633,0.00005673394,0.00019174517,0.0028465604,0.000007679954,0.000028822838,0.00010777155],"genre_scores_gemma":[0.9974282,0.00023062319,0.0011070203,0.00009452583,0.00006736238,0.00093294843,0.0000027023962,0.000017054825,0.00011959762],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981998,0.00018732663,0.00032476083,0.00041322946,0.00041966193,0.00045522788],"domain_scores_gemma":[0.99893385,0.00039169216,0.00014662457,0.00017418154,0.000097911165,0.00025571766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012000763,0.000122068566,0.0002253161,0.00015646576,0.00023002988,0.00003075055,0.00011084789,0.00007324171,0.00001267668],"category_scores_gemma":[0.00011235656,0.00010894415,0.000018473958,0.0001996776,0.00006432561,0.00014043802,0.000046161997,0.00012394555,0.000007013312],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009258218,0.0002918807,0.10239238,0.0049768207,0.000011983668,0.000001667571,0.008402077,0.00004743687,0.01728479,0.000489137,0.00012020647,0.8650558],"study_design_scores_gemma":[0.016397638,0.007769594,0.4168828,0.0009863578,0.000107141095,0.00006870629,0.003512266,0.030377379,0.5115971,0.0020082719,0.009080749,0.001212006],"about_ca_topic_score_codex":0.000013757647,"about_ca_topic_score_gemma":0.0000014108189,"teacher_disagreement_score":0.8638438,"about_ca_system_score_codex":0.00008456812,"about_ca_system_score_gemma":0.00053046714,"threshold_uncertainty_score":0.44426134},"labels":[],"label_agreement":null},{"id":"W2982279240","doi":"10.2196/13712","title":"Predictors of Retention in an Adult Text Messaging Smoking Cessation Intervention Program: Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Smoking cessation; Medicine; Demography; Intervention (counseling); Logistic regression; Cohort; Nicotine replacement therapy; Odds ratio; Multinomial logistic regression; Young adult; Confidence interval; Confounding; Gerontology; Psychiatry; Internal medicine","score_opus":0.04453722871006982,"score_gpt":0.39653327973638747,"score_spread":0.35199605102631765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982279240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962899,0.00004540239,0.000015647729,0.00012285718,0.00026118723,0.0028797155,0.0000035833364,0.00008482291,0.00029689193],"genre_scores_gemma":[0.9993477,0.000053204483,0.00003682747,0.00006148625,0.00005707882,0.0002060634,0.00016591416,0.000019624817,0.00005209016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810165,0.0001903616,0.0006359593,0.00036865834,0.00043204075,0.00027132127],"domain_scores_gemma":[0.9990629,0.000020739772,0.0003414181,0.00025084065,0.00015855487,0.00016555362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011509529,0.00013121964,0.0003383576,0.00031366828,0.00006577701,0.000020781808,0.0000490311,0.000113705646,0.000036466874],"category_scores_gemma":[0.000024490311,0.0001223144,0.000042230447,0.0003372002,0.000026884043,0.0002652947,0.000017922599,0.00027357353,7.47111e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019376869,0.0011465298,0.9614687,0.0011100527,0.000011761525,0.0000016699753,0.0018040143,0.000002015854,0.000038927297,0.000057648525,0.000010589522,0.034154337],"study_design_scores_gemma":[0.003013328,0.0025131353,0.99000037,0.00041216429,0.00014601472,0.0000054968114,0.00334774,0.0004121101,0.000029815767,0.000024648572,0.000010079921,0.00008506968],"about_ca_topic_score_codex":0.0012890152,"about_ca_topic_score_gemma":0.00022756767,"teacher_disagreement_score":0.034069266,"about_ca_system_score_codex":0.0001959755,"about_ca_system_score_gemma":0.00010096646,"threshold_uncertainty_score":0.49878368},"labels":[],"label_agreement":null},{"id":"W2982513246","doi":"10.2196/14198","title":"Quality of Deaf and Hard-of-Hearing Mobile Apps: Evaluation Using the Mobile App Rating Scale (MARS) With Additional Criteria From a Content Expert","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Impairment and Communication","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Rating scale; Computer science; Scale (ratio); Quality (philosophy); American Sign Language; Mobile phone; Multimedia; Sign language; Psychology; Medicine; Nursing; Psychological intervention","score_opus":0.2354223714211478,"score_gpt":0.47536991400467465,"score_spread":0.23994754258352685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982513246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955703,0.0020630793,0.00015169095,0.00015089291,0.00010963596,0.0014547887,0.0001323334,0.000020406545,0.00034684478],"genre_scores_gemma":[0.996305,0.0001162264,0.002569585,0.00026010274,0.00007164073,0.00047984283,0.00014807099,0.00001403856,0.000035532525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798775,0.000658044,0.0005378132,0.000272048,0.00029801673,0.00024631945],"domain_scores_gemma":[0.998479,0.0004261209,0.00040433079,0.00043409294,0.00014072773,0.00011572968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573321,0.00012022726,0.000305297,0.00005536922,0.00019040193,0.00002024127,0.000104095816,0.00008228323,0.0007054271],"category_scores_gemma":[0.00002071262,0.00008990124,0.000029045434,0.00010577251,0.00010997084,0.00011004517,0.00005371969,0.00017997649,0.0000035429177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007517082,0.0022607164,0.50389445,0.003220875,0.0002671361,8.690909e-7,0.12747951,0.00018352116,0.020792453,0.0022687581,0.0029081432,0.32920647],"study_design_scores_gemma":[0.0031776452,0.0018240743,0.96445125,0.00046317757,0.000049299655,0.000010088611,0.018666213,0.009252603,0.00014068592,0.00023528114,0.0015088327,0.00022086261],"about_ca_topic_score_codex":0.0028144366,"about_ca_topic_score_gemma":0.00012495987,"teacher_disagreement_score":0.46055678,"about_ca_system_score_codex":0.000066416076,"about_ca_system_score_gemma":0.0002061098,"threshold_uncertainty_score":0.77239317},"labels":[],"label_agreement":null},{"id":"W2982590035","doi":"10.2196/14195","title":"Examining the Use of Glucose and Physical Activity Self-Monitoring Technologies in Individuals at Moderate to High Risk of Developing Type 2 Diabetes: Randomized Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prediabetes; Self-monitoring; Randomized controlled trial; Medicine; mHealth; Type 2 diabetes; Physical therapy; Physical activity; Diabetes mellitus; Intervention (counseling); Gerontology; Psychology; Psychological intervention; Nursing; Social psychology; Internal medicine; Endocrinology","score_opus":0.11768443346917586,"score_gpt":0.42681880869881467,"score_spread":0.3091343752296388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982590035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98491323,0.000638076,0.000042020747,0.00202748,0.0004266029,0.011748499,0.000061129795,0.00011876067,0.000024194422],"genre_scores_gemma":[0.98576605,0.0071959477,0.0024758263,0.00033646508,0.00012694387,0.0040264465,0.000008608636,0.00003168794,0.000031999676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99524593,0.0016738267,0.0012042953,0.0005535676,0.00032760287,0.0009947834],"domain_scores_gemma":[0.9917449,0.005921457,0.0012423293,0.00056170125,0.00018334301,0.00034631602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035111383,0.00027721713,0.0014115244,0.00032552326,0.00069554476,0.000011075077,0.00019077698,0.0003091658,0.0000049731702],"category_scores_gemma":[0.0009524185,0.00019839306,0.000045962468,0.0007350279,0.00014919415,0.0001644744,0.0003168579,0.0009517932,0.000010779327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.15733637,0.0005541083,0.71795696,0.012152278,0.00009493066,4.7018432e-7,0.016214464,0.00010086554,0.00021088302,0.004846719,0.0003108886,0.09022107],"study_design_scores_gemma":[0.36409673,0.0017141216,0.61957085,0.0015896586,0.00019857452,0.0000010681252,0.0030499136,0.0030240822,0.000632837,0.0017090301,0.0038769941,0.00053613354],"about_ca_topic_score_codex":0.0010389779,"about_ca_topic_score_gemma":0.00011917917,"teacher_disagreement_score":0.20676035,"about_ca_system_score_codex":0.00029522786,"about_ca_system_score_gemma":0.0012615884,"threshold_uncertainty_score":0.8090234},"labels":[],"label_agreement":null},{"id":"W2982876797","doi":"10.2196/11055","title":"Reliability and Confirmatory Factor Analysis (CFA) of a Paper- Versus App-Administered Resilience Scale in Scottish Youths: Comparative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Resilience and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Applied psychology; Avatar; Population; Confirmatory factor analysis; mHealth; Psychological resilience; Medical education; Social psychology; Computer science; Medicine; Psychological intervention; Structural equation modeling; Psychiatry","score_opus":0.08334110414075153,"score_gpt":0.463654788788454,"score_spread":0.3803136846477025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982876797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934566,0.0009063454,0.000004937592,0.00014810287,0.00037867893,0.0021553112,0.00008941519,0.000029251,0.0028313594],"genre_scores_gemma":[0.9991469,0.00017881008,0.000053154377,0.00026611178,0.000025482248,0.00009591539,0.000012678417,0.000011028897,0.00020996045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966018,0.0006592317,0.0009220151,0.00082980044,0.00033589988,0.0006512137],"domain_scores_gemma":[0.9980753,0.00031602694,0.0003900002,0.00062347844,0.000067895715,0.0005273012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086287275,0.00024050177,0.0009452099,0.00032440884,0.00013201144,0.000018723573,0.00018721714,0.00013990418,0.00018812863],"category_scores_gemma":[0.000017919048,0.00021728496,0.000062266496,0.0007683906,0.0002760057,0.00018829342,0.00006782376,0.00035819097,0.000028712344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031731203,0.001156773,0.9442831,0.0007159868,0.000046395744,0.000004045952,0.044320095,0.000004010933,0.000029583778,0.00018309803,0.00007797481,0.006005805],"study_design_scores_gemma":[0.0037542025,0.002923387,0.9446598,0.000050336726,0.00007051512,0.0000032533492,0.048051987,0.000085930755,0.000008930526,0.00001753924,0.00021420537,0.0001598753],"about_ca_topic_score_codex":0.0034201923,"about_ca_topic_score_gemma":0.0043817284,"teacher_disagreement_score":0.0058459295,"about_ca_system_score_codex":0.00013765528,"about_ca_system_score_gemma":0.00031324173,"threshold_uncertainty_score":0.8860624},"labels":[],"label_agreement":null},{"id":"W2983041379","doi":"10.2196/14247","title":"An Interactive Parent-Targeted Text Messaging Intervention to Improve Oral Health in Children Attending Urban Pediatric Clinics: Feasibility Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research","keywords":"Randomized controlled trial; Medicine; Text messaging; mHealth; Family medicine; Psychology; Nursing; Psychological intervention; Internet privacy","score_opus":0.04801500147695604,"score_gpt":0.4807637246951526,"score_spread":0.4327487232181966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983041379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90678716,0.0017143751,0.00041856148,0.0049386118,0.002366631,0.08289821,0.00016191974,0.00030003086,0.00041448677],"genre_scores_gemma":[0.9564294,0.0022212844,0.00060620095,0.0097129,0.0011357764,0.029023202,0.00046246685,0.00010394362,0.0003047977],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9796971,0.008994249,0.0060189054,0.0018963907,0.00059276796,0.0028006027],"domain_scores_gemma":[0.9892919,0.0027444426,0.0033469424,0.0011930764,0.00029470003,0.0031289503],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019347358,0.0007250531,0.004310544,0.001169976,0.0013085401,0.000057160625,0.00048156732,0.00053734146,0.00027369324],"category_scores_gemma":[0.0009714364,0.00062172074,0.00043009847,0.0010787908,0.000095036434,0.0005327161,0.00019317263,0.0025820888,0.0002544369],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5803413,0.0013115088,0.3921919,0.002456928,0.00004424219,5.3920127e-7,0.002775599,0.000007897835,0.0000025072243,0.0018855967,0.0012709901,0.01771102],"study_design_scores_gemma":[0.72393066,0.002140557,0.26931074,0.00027926412,0.000101331265,0.0000021827566,0.0014173276,0.0011549647,2.9187137e-7,0.00050644885,0.0007491261,0.0004070848],"about_ca_topic_score_codex":0.004141474,"about_ca_topic_score_gemma":0.0012119225,"teacher_disagreement_score":0.14358936,"about_ca_system_score_codex":0.0017247923,"about_ca_system_score_gemma":0.0038488386,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W2983102544","doi":"10.2196/16442","title":"Quality Awareness and Its Influence on the Evaluation of App Meta-Information by Physicians: Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); mHealth; Information quality; Psychology; Computer science; Medicine; Applied psychology; Information system; Psychological intervention; Engineering; Psychiatry","score_opus":0.22219166748542524,"score_gpt":0.5350719523525598,"score_spread":0.31288028486713454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983102544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768385,0.0009843962,0.000040953968,0.005175006,0.00022724897,0.0154823,0.0001898221,0.00007249424,0.0009892578],"genre_scores_gemma":[0.982326,0.00078814384,0.000019425495,0.0059703942,0.00006876323,0.010584017,0.00013643398,0.000018281524,0.00008857579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934481,0.002771003,0.0016275368,0.00045325593,0.0010240566,0.00067607325],"domain_scores_gemma":[0.99526405,0.001328613,0.0015228725,0.00063471723,0.00086789567,0.00038184982],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010028064,0.00026416747,0.00068235246,0.00015659799,0.0013395635,0.000017243618,0.00018979963,0.00019275775,0.00015245292],"category_scores_gemma":[0.00039800358,0.00018723348,0.000051389856,0.0004726274,0.00005417733,0.00048336067,0.00006622633,0.00065255293,0.00012958696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021312577,0.0029652102,0.47082162,0.035469733,0.0004927945,2.0327613e-7,0.045981474,0.00054835883,0.00039422713,0.12353793,0.023926657,0.29373053],"study_design_scores_gemma":[0.0043003336,0.0010003374,0.9642849,0.00020191327,0.0005952784,7.7821267e-7,0.010211486,0.00271094,0.000060290356,0.0014663518,0.01483857,0.00032881298],"about_ca_topic_score_codex":0.0013479887,"about_ca_topic_score_gemma":0.00014147727,"teacher_disagreement_score":0.4934633,"about_ca_system_score_codex":0.00022642981,"about_ca_system_score_gemma":0.0014249587,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W2983176545","doi":"10.2196/15301","title":"Mind the App: Considerations for the Future of Mobile Health in Canada","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Internet privacy; Context (archaeology); mHealth; Health care; Digital health; Smartphone app; Mobile apps; Business; Computer science; Medicine; World Wide Web; Political science","score_opus":0.05109645537730988,"score_gpt":0.42642224005600643,"score_spread":0.37532578467869654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983176545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6589389,0.042556766,0.00025395417,0.22834785,0.0038856338,0.063805416,0.0011831301,0.000067863286,0.0009604797],"genre_scores_gemma":[0.9237826,0.010070359,0.00052248075,0.037458953,0.0006542925,0.026957829,0.00006302261,0.00004321203,0.00044729072],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951638,0.0006924224,0.0018574223,0.00051083375,0.00032518423,0.001450318],"domain_scores_gemma":[0.99204904,0.005123255,0.0010427616,0.000856157,0.00023312193,0.00069568807],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028740787,0.00026107152,0.00072519836,0.00011936162,0.0020500312,0.0000087783565,0.00027573295,0.00017478544,0.00036241236],"category_scores_gemma":[0.00009290341,0.00016181188,0.00006192918,0.0004832514,0.000104852974,0.000071968934,0.000069446935,0.0011088023,0.000025398569],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050544704,0.00025823992,0.10159816,0.013848416,0.00003362817,8.0127523e-7,0.009753779,0.00021264561,0.0000063803395,0.087703705,0.24782602,0.5382528],"study_design_scores_gemma":[0.002157993,0.00039970066,0.11778505,0.00016771338,0.00002088554,0.000006714644,0.017619682,0.0012994193,0.0000012354135,0.0013847488,0.85899013,0.0001667392],"about_ca_topic_score_codex":0.50693023,"about_ca_topic_score_gemma":0.9074139,"teacher_disagreement_score":0.6111641,"about_ca_system_score_codex":0.00092932757,"about_ca_system_score_gemma":0.030601418,"threshold_uncertainty_score":0.99924916},"labels":[],"label_agreement":null},{"id":"W2983894337","doi":"10.2196/13604","title":"Iterative Adaptation of a Maternal Nutrition Videos mHealth Intervention Across Countries Using Human-Centered Design: Qualitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Qualitative research; Adaptation (eye); Intervention (counseling); User-centered design; Psychology; Applied psychology; Computer science; Psychological intervention; Medicine; Nursing; Human–computer interaction; Sociology","score_opus":0.2348095903144999,"score_gpt":0.564632579719133,"score_spread":0.32982298940463317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983894337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9716752,0.0011025661,0.0075401776,0.0007003159,0.00068531535,0.017690463,0.00037727802,0.00014061201,0.00008803361],"genre_scores_gemma":[0.98971003,0.0008169026,0.0019819115,0.0010411541,0.00030416236,0.0056463163,0.00018618666,0.000071042814,0.00024230761],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9896037,0.0042638136,0.0029867473,0.00091051287,0.00067663705,0.001558586],"domain_scores_gemma":[0.9942574,0.0009101137,0.0025355774,0.0005914823,0.00080965547,0.0008957823],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0054122456,0.0004575769,0.0011313306,0.0003836739,0.0021802227,0.00003612464,0.0002502505,0.00035584733,0.00024392673],"category_scores_gemma":[0.00007961301,0.00044263224,0.00011001787,0.0005703934,0.00016868545,0.00050816423,0.0001256909,0.000995463,0.000104536935],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00784497,0.0057982523,0.20242128,0.07317461,0.00016183661,0.000008528039,0.6703679,0.00016347207,0.00032709632,0.014523131,0.0016643773,0.02354454],"study_design_scores_gemma":[0.02938447,0.010001397,0.27860522,0.005198693,0.00024317959,0.000023999148,0.655765,0.010285584,0.00006254679,0.0026760632,0.006785026,0.00096885464],"about_ca_topic_score_codex":0.006190743,"about_ca_topic_score_gemma":0.0014897267,"teacher_disagreement_score":0.076183945,"about_ca_system_score_codex":0.0008587408,"about_ca_system_score_gemma":0.0014298003,"threshold_uncertainty_score":0.99980253},"labels":[],"label_agreement":null},{"id":"W2984337279","doi":"10.2196/17046","title":"Mobile Apps for Health Behavior Change in Physical Activity, Diet, Drug and Alcohol Use, and Mental Health: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":428,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"EIT Health; Centers for Disease Control and Prevention","keywords":"CINAHL; Behavior change methods; mHealth; Mental health; Behavior change; Psychological intervention; Usability; Inclusion (mineral); Medicine; Randomized controlled trial; MEDLINE; Psychology; Clinical psychology; Psychiatry; Social psychology","score_opus":0.2512707550377988,"score_gpt":0.5558517344845956,"score_spread":0.3045809794467968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984337279","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028202782,0.8440117,0.000009615454,0.01064382,0.00041020694,0.14185245,0.0025696775,0.00020615516,0.000014300289],"genre_scores_gemma":[0.00019513685,0.7079546,0.00029158007,0.016465422,0.00047808146,0.27357778,0.00072029926,0.00020234908,0.00011474321],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9851678,0.004228171,0.004425891,0.0023112397,0.00065146066,0.0032154587],"domain_scores_gemma":[0.9870922,0.0022595858,0.004579811,0.0011124444,0.00016384963,0.004792109],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0045251315,0.001464465,0.010075381,0.00060559856,0.0027087585,0.0000640261,0.00042045332,0.00068079674,0.000012112823],"category_scores_gemma":[0.00024360947,0.0012421671,0.0003692302,0.0010847047,0.0002333813,0.0004381915,0.0004677584,0.0031322164,0.000038756072],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006631181,0.0002937363,0.00013986723,0.64316666,0.000019237168,0.000001870924,0.0019064978,2.1393753e-9,7.3843e-9,0.00045515932,0.0073180567,0.34663257],"study_design_scores_gemma":[0.0013893498,0.0011739834,0.00064078305,0.3213102,0.00046819507,0.000043849144,0.00024750415,0.000048073533,3.8739745e-9,0.00002676532,0.6740797,0.0005715546],"about_ca_topic_score_codex":0.0026656177,"about_ca_topic_score_gemma":0.0012928678,"teacher_disagreement_score":0.6667617,"about_ca_system_score_codex":0.0017675528,"about_ca_system_score_gemma":0.0068826126,"threshold_uncertainty_score":0.99981046},"labels":[],"label_agreement":null},{"id":"W2984499221","doi":"10.2196/14726","title":"Impact of a Mobile Phone App to Increase Vegetable Consumption and Variety in Adults: Large-Scale Community Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hort Innovation","keywords":"Descriptive statistics; Psychological intervention; Medicine; mHealth; Cohort; Environmental health; Scale (ratio); Mobile phone; App store; Gerontology; Computer science; World Wide Web; Geography","score_opus":0.03572859502045716,"score_gpt":0.44164410281281974,"score_spread":0.4059155077923626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984499221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748373,0.00092959445,0.00005201468,0.0002208406,0.00019107178,0.02264523,0.00031431374,0.0001074363,0.0007021728],"genre_scores_gemma":[0.9827101,0.0021687718,0.0003228779,0.0016233855,0.00008614621,0.012730804,0.00013572289,0.00004819505,0.00017398615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993515,0.0020872296,0.0017866843,0.000689726,0.00037454607,0.0015468065],"domain_scores_gemma":[0.99519265,0.00090332533,0.0006913884,0.0010399787,0.0002554594,0.0019172106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0056172046,0.000364767,0.0011748326,0.0004194636,0.0011902235,0.000010654868,0.0002309695,0.00033940803,0.00030069417],"category_scores_gemma":[0.00011805683,0.00033154094,0.00006176296,0.00075166207,0.000084832405,0.00018405223,0.00026554265,0.0018154813,0.00018081948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013431659,0.0018437112,0.9708702,0.007699342,0.000014654799,7.149047e-7,0.013868042,0.0000114443055,0.0000139045405,0.00015855207,0.0009301035,0.003246196],"study_design_scores_gemma":[0.0062567405,0.0021198888,0.9820274,0.0004687624,0.0000322276,0.000004034135,0.0062800255,0.00041955253,5.394197e-7,0.00008035726,0.0020932425,0.00021724208],"about_ca_topic_score_codex":0.04499623,"about_ca_topic_score_gemma":0.012658028,"teacher_disagreement_score":0.032338206,"about_ca_system_score_codex":0.0006008892,"about_ca_system_score_gemma":0.0019191206,"threshold_uncertainty_score":0.9999137},"labels":[],"label_agreement":null},{"id":"W2984977675","doi":"10.2196/12298","title":"Effects of a Smartphone-Based Approach-Avoidance Intervention on Chocolate Craving and Consumption: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Craving; Psychological intervention; Chocolate milk; Randomized controlled trial; Consumption (sociology); Psychology; Intervention (counseling); Behavior change; Medicine; Social psychology; Food science; Psychiatry; Addiction","score_opus":0.026749977528564506,"score_gpt":0.3709782970482085,"score_spread":0.344228319519644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984977675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867396,0.0017935609,0.00028626088,0.00015491838,0.0007788317,0.00958954,0.000003943228,0.000045293204,0.00060808734],"genre_scores_gemma":[0.99718094,0.0001448564,0.00015218409,0.00040566464,0.000069463975,0.0015481203,0.000011777217,0.000019898118,0.0004671235],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972659,0.00103121,0.00076843577,0.00041033322,0.0001770709,0.00034706775],"domain_scores_gemma":[0.9978284,0.001082746,0.0006586543,0.00020924311,0.00003982375,0.00018111322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016247651,0.00020819365,0.0012889206,0.00016591419,0.000116309464,0.000022097365,0.00006526788,0.00016050461,0.00008280025],"category_scores_gemma":[0.00008205435,0.00015957098,0.00019243547,0.00009317045,0.00013277726,0.000040826846,0.0000143716725,0.00027772583,0.000016201977],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9766501,0.0014365254,0.010032212,0.003250102,0.000053831915,0.0000014394975,0.0010667285,0.0000034506957,0.00004656223,0.0015011859,0.00010313176,0.005854728],"study_design_scores_gemma":[0.95604974,0.0022137652,0.040424913,0.00029544873,0.00015688011,0.0000022433192,0.00009601522,0.0005166067,0.00000783337,0.00006957435,0.000027719243,0.00013926304],"about_ca_topic_score_codex":0.00021700282,"about_ca_topic_score_gemma":0.0000106848765,"teacher_disagreement_score":0.030392699,"about_ca_system_score_codex":0.000031541313,"about_ca_system_score_gemma":0.00007141239,"threshold_uncertainty_score":0.6507116},"labels":[],"label_agreement":null},{"id":"W2985229833","doi":"10.2196/13747","title":"Push Notifications From a Mobile App to Improve the Body Composition of Overweight or Obese Women: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Overweight; Randomized controlled trial; Pedometer; Medicine; Short Message Service; Telemedicine; Intervention (counseling); Mobile phone; Physical therapy; Weight loss; Obesity; Gerontology; Physical activity; Computer science; Health care; Psychological intervention; Nursing","score_opus":0.027458931882666352,"score_gpt":0.40979353298630067,"score_spread":0.3823346011036343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985229833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8961898,0.0010801419,0.00046820307,0.008888618,0.002126432,0.08867849,0.00048065092,0.00017641055,0.0019112453],"genre_scores_gemma":[0.8166264,0.001989141,0.00048527124,0.010829874,0.0009168711,0.16643846,0.00019072791,0.0000599979,0.0024631983],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9905878,0.0027222089,0.003509384,0.0009196824,0.00064167724,0.0016192651],"domain_scores_gemma":[0.9870135,0.00740832,0.0020509742,0.0013549696,0.00046230387,0.0017099223],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057874667,0.0004519482,0.0027876978,0.00031410874,0.0016192928,0.000027132652,0.00044509166,0.00043410738,0.0012847068],"category_scores_gemma":[0.0004720976,0.0002731152,0.00024950143,0.0007098573,0.00020870099,0.00014742566,0.0001395326,0.0011453155,0.00050495355],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9645976,0.00082254346,0.00036178585,0.0024330087,0.00008224619,5.4541994e-7,0.007299414,0.00000834294,0.0003035664,0.011919598,0.00625697,0.0059144157],"study_design_scores_gemma":[0.92132,0.00193642,0.002495818,0.00027529817,0.00018846011,0.0000016142061,0.0031842473,0.0011509957,0.000013891258,0.0013161296,0.06778673,0.00033034454],"about_ca_topic_score_codex":0.0015073767,"about_ca_topic_score_gemma":0.00018677078,"teacher_disagreement_score":0.079563364,"about_ca_system_score_codex":0.00053668045,"about_ca_system_score_gemma":0.0038828203,"threshold_uncertainty_score":0.9999721},"labels":[],"label_agreement":null},{"id":"W2985919486","doi":"10.2196/14800","title":"Spatiotemporal Analysis of Men Who Have Sex With Men in Mainland China: Social App Capture-Recapture Method","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Demography; Mainland China; Beijing; China; Geography; Population; Socioeconomics; Medicine; Human immunodeficiency virus (HIV); Sociology","score_opus":0.031268554898494304,"score_gpt":0.3893944039908493,"score_spread":0.358125849092355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985919486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96604323,0.00037186212,0.0004268333,0.004841811,0.000020435642,0.0014833966,0.00011692917,0.000046864632,0.026648615],"genre_scores_gemma":[0.9912125,0.00013733392,0.0018445976,0.00086603797,0.00015871826,0.000044857305,0.00021375527,0.00004612323,0.0054761157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707717,0.0003661393,0.000701124,0.00061154424,0.00056406483,0.00067998894],"domain_scores_gemma":[0.9984357,0.0001232233,0.0004433777,0.0004025585,0.00009060723,0.00050454296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013106511,0.00031325247,0.0014826481,0.0006389766,0.0001083552,0.000014886904,0.00011671676,0.00029768763,0.00007685253],"category_scores_gemma":[0.000026032905,0.00023651373,0.000085095584,0.0010116957,0.00008491,0.00009547607,0.000041040086,0.0006534719,0.0000062633726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019095067,0.00036482193,0.90563,0.002945651,0.00050924753,0.000030350824,0.062225923,0.00013235658,0.00006536973,0.0003754669,0.008017206,0.017794084],"study_design_scores_gemma":[0.003957476,0.00074081257,0.9523007,0.000090999965,0.00078105245,0.000013521715,0.017814478,0.023023745,0.000022936254,0.000060618713,0.0009490746,0.00024453213],"about_ca_topic_score_codex":0.009022334,"about_ca_topic_score_gemma":0.002168623,"teacher_disagreement_score":0.046670735,"about_ca_system_score_codex":0.00021992363,"about_ca_system_score_gemma":0.00069617364,"threshold_uncertainty_score":0.99757665},"labels":[],"label_agreement":null},{"id":"W2986732728","doi":"10.2196/14368","title":"Engagement and Participant Experiences With Consumer Smartwatches for Health Research: Longitudinal, Observational Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Manchester Biomedical Research Centre; Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"Smartwatch; Wearable computer; Observational study; Activity tracker; Thematic analysis; Medicine; mHealth; Physical activity; Physical therapy; Longitudinal study; Gerontology; Psychology; Qualitative research; Computer science; Psychological intervention; Psychiatry","score_opus":0.7237772089603265,"score_gpt":0.6047028486893847,"score_spread":0.11907436027094176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986732728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9500976,0.0022594787,0.000128984,0.018528767,0.00033835127,0.028244743,0.00009347275,0.00013441681,0.00017416016],"genre_scores_gemma":[0.9473436,0.0012077121,0.0013087663,0.0056238505,0.00025004894,0.043719247,0.00007400836,0.00005151334,0.00042126578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99093384,0.0025689309,0.0017711298,0.00138607,0.00083039695,0.0025096154],"domain_scores_gemma":[0.9924351,0.0031966667,0.0007333053,0.00084559555,0.000643433,0.0021459127],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.014050067,0.00037910964,0.0009979559,0.00027218735,0.004710398,0.000043166496,0.00023437881,0.00019519584,0.00018739549],"category_scores_gemma":[0.00035131205,0.00029609018,0.000041512834,0.00062444946,0.0003710089,0.00024060046,0.00018418737,0.001326194,0.00005816402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013039174,0.00090042467,0.9191942,0.007537171,0.000027289041,9.839862e-7,0.050384175,0.0000014068567,0.000002216764,0.0051390612,0.010175232,0.0053338986],"study_design_scores_gemma":[0.0041711256,0.0041694464,0.8190541,0.000250879,0.000034541437,0.0000037469117,0.1221996,0.00016798312,6.992707e-7,0.00042913694,0.04926914,0.00024954267],"about_ca_topic_score_codex":0.0016677816,"about_ca_topic_score_gemma":0.0027700586,"teacher_disagreement_score":0.10014007,"about_ca_system_score_codex":0.00046913084,"about_ca_system_score_gemma":0.006293465,"threshold_uncertainty_score":0.9999491},"labels":[],"label_agreement":null},{"id":"W2986976316","doi":"10.2196/15489","title":"Mediators of Intervention Effects on Depressive Symptoms Among People Living With HIV: Secondary Analysis of a Mobile Health Randomized Controlled Trial Using Latent Growth Curve Modeling","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Latent growth modeling; Intervention (counseling); Growth curve (statistics); Human immunodeficiency virus (HIV); Randomized controlled trial; mHealth; Psychology; Depressive symptoms; Clinical psychology; Medicine; Gerontology; Psychiatry; Psychological intervention; Developmental psychology; Statistics; Anxiety; Internal medicine; Family medicine","score_opus":0.01878185996625138,"score_gpt":0.3805881210450381,"score_spread":0.3618062610787867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986976316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513269,0.0022287332,0.002491242,0.00023136607,0.00063845876,0.042698912,0.00010681303,0.00009706703,0.00018048345],"genre_scores_gemma":[0.97224545,0.0019222558,0.0002639338,0.0007961385,0.00020665214,0.024278667,0.00015018937,0.00007539075,0.00006134402],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98773366,0.004579018,0.0044541447,0.00095385563,0.0008245051,0.0014548064],"domain_scores_gemma":[0.98581874,0.0061654015,0.005339873,0.00075585104,0.00061234,0.001307777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0071644317,0.00055437797,0.0056630424,0.0014945867,0.0008069874,0.00001299032,0.00026291577,0.00042324007,0.00016271857],"category_scores_gemma":[0.0004978913,0.000415323,0.00067590893,0.0015503359,0.00014912874,0.00021695056,0.00011324576,0.0012418315,0.000008477364],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6623324,0.0015221083,0.26682067,0.040924586,0.0017898881,0.0000012867275,0.01076233,0.0061549204,0.000009842737,0.0034922184,0.00011449349,0.0060752393],"study_design_scores_gemma":[0.7893345,0.003822948,0.031469893,0.0036938295,0.0020695364,0.0000014163414,0.0014610331,0.16761507,0.00000453363,0.0001280486,0.000012542948,0.00038667177],"about_ca_topic_score_codex":0.006126575,"about_ca_topic_score_gemma":0.0010649066,"teacher_disagreement_score":0.23535077,"about_ca_system_score_codex":0.00051595934,"about_ca_system_score_gemma":0.0033080846,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W2987599565","doi":"10.2196/14661","title":"International ResearchKit App for Women with Menstrual Pain (Development, Access, and Engagement): Pragmatic Randomized Control Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Respondent; Population; Medicine; Physical therapy; Smartphone app; Psychology; Psychological intervention; Computer science; Nursing; Internet privacy","score_opus":0.07421236879643713,"score_gpt":0.47309556466886815,"score_spread":0.39888319587243104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987599565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8713023,0.00060714956,0.0058603864,0.026946664,0.0013578703,0.08111462,0.00025412178,0.00035830753,0.012198589],"genre_scores_gemma":[0.8634533,0.0022483305,0.0029748443,0.013803206,0.000874676,0.112413265,0.00024700604,0.00009545574,0.0038899116],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99222493,0.0027309465,0.0017573927,0.00083903555,0.0005944375,0.0018532799],"domain_scores_gemma":[0.9907856,0.005845198,0.0010085463,0.00044860566,0.0003524508,0.0015595868],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01876394,0.00036717235,0.0012144953,0.0003637608,0.0017808275,0.00006913581,0.00035511042,0.0002759536,0.00052955805],"category_scores_gemma":[0.000873939,0.00028177322,0.000046080186,0.00027967113,0.0001986887,0.00030031562,0.00014887491,0.0010300721,0.00005721503],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7839877,0.0004294102,0.0125773465,0.019977465,0.00018722571,0.000001661889,0.007362889,0.0000032685707,0.0000055031487,0.020452432,0.016045222,0.13896987],"study_design_scores_gemma":[0.58646894,0.0009923633,0.005303423,0.00024267705,0.000032400614,0.0000025749384,0.0015328166,0.0011656029,3.86396e-7,0.0012593141,0.40274736,0.00025212744],"about_ca_topic_score_codex":0.00014394887,"about_ca_topic_score_gemma":0.00011816483,"teacher_disagreement_score":0.38670212,"about_ca_system_score_codex":0.0005465288,"about_ca_system_score_gemma":0.0041484996,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null},{"id":"W2987639865","doi":"10.2196/16062","title":"From “Step Away” to “Stand Down”: Tailoring a Smartphone App for Self-Management of Hazardous Drinking for Veterans","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Usability; Population; eHealth; mHealth; Medicine; Personalization; Veterans Affairs; Health care; Intervention (counseling); Applied psychology; Internet privacy; Medical education; Psychology; Nursing; Psychological intervention; Computer science; Environmental health; World Wide Web","score_opus":0.038242855360524,"score_gpt":0.3502743491286497,"score_spread":0.31203149376812567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987639865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98947597,0.0017870185,0.0019737035,0.0011926517,0.00046012885,0.0045638676,0.00003837312,0.000108899956,0.00039939096],"genre_scores_gemma":[0.96806526,0.0007187089,0.02891103,0.0007901931,0.00027030002,0.00053294364,0.00006292747,0.000044286462,0.000604327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982485,0.00001818472,0.00047739665,0.00045109805,0.00022174364,0.0005830782],"domain_scores_gemma":[0.9988245,0.00020557523,0.0001660889,0.0003448947,0.00007922213,0.0003797665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027398358,0.00022551254,0.0006469702,0.00014547883,0.00013322888,0.000015375103,0.00007714436,0.00008359246,0.000021817115],"category_scores_gemma":[0.0000068022387,0.00018940712,0.00011737358,0.00016917425,0.000015439278,0.00007078761,0.000024944748,0.00009035439,0.000012367583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025598051,0.0018721395,0.52614635,0.03705014,0.0017555758,0.000054474047,0.06410894,0.000027034725,0.0008336718,0.0047760867,0.012854695,0.32492283],"study_design_scores_gemma":[0.13599661,0.016554454,0.5885105,0.0074009052,0.0035668998,0.00003903782,0.035772774,0.0025644617,0.002616933,0.001620024,0.20343705,0.0019203326],"about_ca_topic_score_codex":0.000080663,"about_ca_topic_score_gemma":0.000085110754,"teacher_disagreement_score":0.32300252,"about_ca_system_score_codex":0.00016190471,"about_ca_system_score_gemma":0.00014705418,"threshold_uncertainty_score":0.7723798},"labels":[],"label_agreement":null},{"id":"W2987778734","doi":"10.2196/15771","title":"Impact of Social Determinants of Health and Demographics on Refill Requests by Medicare Patients Using a Conversational Artificial Intelligence Text Messaging Solution: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Pharmacy; Descriptive statistics; Text messaging; Social media; Family medicine; Medical emergency; World Wide Web; Computer science","score_opus":0.1378786178191084,"score_gpt":0.4730706642114973,"score_spread":0.33519204639238886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987778734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982634,0.00027384967,0.00008413888,0.0002485761,0.00012168773,0.0008759022,0.00006519804,0.000013268564,0.00005393767],"genre_scores_gemma":[0.9992433,0.00011578963,0.00009572276,0.0003832607,0.00005172351,0.000015066712,0.000060868133,0.000011142861,0.000023092982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759734,0.00017243436,0.00093091594,0.0003605863,0.00062073744,0.0003180143],"domain_scores_gemma":[0.998341,0.00009574586,0.00076329,0.00016374244,0.00027683645,0.00035939028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083141855,0.00015122516,0.00047901514,0.00016904059,0.00024151543,0.000010059509,0.00006736654,0.00010473736,0.00009645283],"category_scores_gemma":[0.00007991763,0.00013121075,0.000055244047,0.00027753468,0.0002170452,0.00008678747,0.000028091097,0.00025494068,0.0000048591155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036479032,0.0006030151,0.9876683,0.00081198383,0.000017888626,3.8443477e-7,0.00094787974,9.820602e-7,0.000017429255,0.00017936814,0.00013951275,0.009248514],"study_design_scores_gemma":[0.00090606295,0.0031735979,0.99378127,0.00019330972,0.000014538164,0.000008250148,0.0005715613,0.0011605533,0.0000066913435,0.000086909975,0.000014812944,0.00008245357],"about_ca_topic_score_codex":0.0003460745,"about_ca_topic_score_gemma":0.000012537606,"teacher_disagreement_score":0.00916606,"about_ca_system_score_codex":0.00017095667,"about_ca_system_score_gemma":0.0010307619,"threshold_uncertainty_score":0.53506196},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2987926763","doi":"10.2196/13858","title":"Parental Perspectives of a Wearable Activity Tracker for Children Younger Than 13 Years: Acceptability and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Deakin University; National Health and Medical Research Council; National Heart Foundation of Australia","keywords":"Usability; Wearable computer; Activity tracker; Psychology; mHealth; Human–computer interaction; Developmental psychology; Applied psychology; Computer science; Psychological intervention","score_opus":0.04968505897271437,"score_gpt":0.44581520854597584,"score_spread":0.3961301495732615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987926763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97609293,0.0013408682,0.000030392888,0.0013923967,0.00027035933,0.020108605,0.00036126215,0.000100597215,0.00030256534],"genre_scores_gemma":[0.9916804,0.0010138886,0.0003111928,0.00048546493,0.00023667999,0.0059970543,0.000030948344,0.000044488756,0.00019990574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995301,0.00088123675,0.0011358298,0.0010890596,0.00035133728,0.0012415098],"domain_scores_gemma":[0.9963496,0.0008704587,0.0007000924,0.00081823603,0.00024639803,0.0010152162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002913728,0.00032546546,0.0009574302,0.00016368387,0.0009130401,0.000013901703,0.00019749849,0.00030838064,0.00029333975],"category_scores_gemma":[0.00017035904,0.00029931092,0.00009013124,0.00033819338,0.00022238468,0.00032321602,0.00013535173,0.000867905,0.000029822775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010358669,0.0013204616,0.9550924,0.003554817,0.000021505432,1.0514608e-7,0.011622059,5.141763e-7,0.000016804848,0.00059357757,0.00040715336,0.026334792],"study_design_scores_gemma":[0.00360666,0.0012805057,0.97611976,0.00006687418,0.000054353273,0.0000024391322,0.017190196,0.00007143748,0.0000024266367,0.00038047665,0.0010259919,0.00019885786],"about_ca_topic_score_codex":0.0055203647,"about_ca_topic_score_gemma":0.0016399947,"teacher_disagreement_score":0.026135935,"about_ca_system_score_codex":0.0003372356,"about_ca_system_score_gemma":0.0015405967,"threshold_uncertainty_score":0.9999459},"labels":[],"label_agreement":null},{"id":"W2989371412","doi":"10.2196/16499","title":"Improving Calcium Knowledge and Intake in Young Adults Via Social Media and Text Messages: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council NSW; National Health and Medical Research Council; Medical Research Council","keywords":"Social media; Randomized controlled trial; Text messaging; Psychology; Medicine; Computer science; Internet privacy; World Wide Web; Internal medicine","score_opus":0.05569156542893021,"score_gpt":0.40739077446528343,"score_spread":0.3516992090363532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989371412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97020733,0.0042843586,0.000009296268,0.005023282,0.0055865753,0.013506678,0.00000551028,0.0000658818,0.0013110973],"genre_scores_gemma":[0.99165887,0.002800903,0.0000866918,0.00027324565,0.0023198575,0.0027545595,0.000009809607,0.000025600586,0.0000704404],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9948827,0.0021783044,0.0010759265,0.0005483761,0.0004145428,0.00090016343],"domain_scores_gemma":[0.9907495,0.0076485784,0.0006071759,0.00012626458,0.0001426557,0.0007258358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070218546,0.0002522671,0.0015819407,0.00028523913,0.00079518283,0.00008283143,0.00012195637,0.0004080694,0.00004556785],"category_scores_gemma":[0.0040037865,0.00022551033,0.00008214543,0.00039223864,0.00052089756,0.00025484845,0.000049328202,0.0005285998,0.000010391747],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.46021727,0.00024033632,0.015776077,0.0015376118,0.000019004936,0.000001069798,0.4117827,3.2325943e-8,0.0000049761334,0.0051489435,0.00013933802,0.10513263],"study_design_scores_gemma":[0.9203083,0.00024275082,0.057123154,0.00013894998,0.00007756115,0.0000017674776,0.019726463,0.00038865284,6.3389376e-7,0.0011099976,0.00057418464,0.0003075927],"about_ca_topic_score_codex":0.020808056,"about_ca_topic_score_gemma":0.028938266,"teacher_disagreement_score":0.46009105,"about_ca_system_score_codex":0.00037041752,"about_ca_system_score_gemma":0.0018695138,"threshold_uncertainty_score":0.9887811},"labels":[],"label_agreement":null},{"id":"W2989756204","doi":"10.2196/14946","title":"Mood Monitoring Over One Year for People With Chronic Obstructive Pulmonary Disease Using a Mobile Health System: Retrospective Analysis of a Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Mood; Pulmonary disease; Randomized controlled trial; Medicine; Physical therapy; mHealth; Retrospective cohort study; Psychiatry; Internal medicine; Psychological intervention","score_opus":0.021884128314136782,"score_gpt":0.35224314811313606,"score_spread":0.3303590197989993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989756204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95742625,0.005791234,0.00024761015,0.00017861513,0.00030271104,0.03544109,0.00038092813,0.00007525226,0.00015632504],"genre_scores_gemma":[0.99265736,0.000497714,0.0005599264,0.000033217086,0.00057209976,0.0053246273,0.00012437787,0.000078936166,0.00015172384],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99478054,0.000644565,0.0014177617,0.0009888222,0.0011057735,0.0010625307],"domain_scores_gemma":[0.99553436,0.0006661118,0.001226135,0.00070173945,0.00052106805,0.0013506123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018446805,0.00043922523,0.0052097565,0.0008935105,0.0002950613,0.00003172582,0.00013475712,0.00014414146,0.00007973812],"category_scores_gemma":[0.00015536608,0.00034374962,0.0008060093,0.001320723,0.0002348121,0.00018080113,0.00007008424,0.00043637882,0.0000023480509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8308733,0.0007444546,0.15078801,0.013252977,0.0022259303,0.0000068152744,0.00055683375,0.00022341104,0.000032096792,0.0007674195,0.0000035050834,0.00052523287],"study_design_scores_gemma":[0.5373996,0.0016651395,0.42459366,0.00060586,0.004341818,0.0000061204037,0.00081542373,0.030320182,0.0000032460337,0.000043313794,0.000004213115,0.00020144993],"about_ca_topic_score_codex":0.0011508472,"about_ca_topic_score_gemma":0.000073947034,"teacher_disagreement_score":0.29347372,"about_ca_system_score_codex":0.003377673,"about_ca_system_score_gemma":0.005033792,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W2989760270","doi":"10.2196/14568","title":"Prevention of HIV and Other Sexually Transmitted Infections by Geofencing and Contextualized Messages With a Gamified App, UBESAFE: Design and Creation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Educational Games and Gamification","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Men who have sex with men; Computer science; Test (biology); World Wide Web; Android (operating system); Human immunodeficiency virus (HIV); End user; Computer security; Medicine; Family medicine","score_opus":0.04477151554720911,"score_gpt":0.3921787371878445,"score_spread":0.3474072216406354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989760270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900486,0.0018288824,0.004872788,0.0007668919,0.000049401562,0.00201399,0.000021247468,0.000031154585,0.0003670802],"genre_scores_gemma":[0.9973755,0.00028951166,0.0003858177,0.00025640184,0.000022824031,0.00018639331,0.00002701625,0.000018449251,0.0014380683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985524,0.0003765177,0.00037198665,0.00037071007,0.00012272387,0.00020568277],"domain_scores_gemma":[0.9991179,0.00025398395,0.00025682015,0.00015111308,0.00006632279,0.00015382108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071064354,0.00014314007,0.00027781219,0.00011593045,0.00013595389,0.000024717207,0.000029478879,0.000087065884,0.00005158549],"category_scores_gemma":[0.000011239329,0.000121171295,0.000010115664,0.00014103296,0.000086082946,0.00009565231,0.000007530973,0.00012444412,0.0000017865132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021634204,0.0024235195,0.834953,0.0015827094,0.00020917307,6.882446e-7,0.08757859,0.00000938841,0.00081823574,0.009129867,0.0013628072,0.059768587],"study_design_scores_gemma":[0.0046487353,0.0026803662,0.97504836,0.00008667788,0.00011312372,0.000024269755,0.015218981,0.00022558316,0.000010926189,0.00031957982,0.0014590407,0.00016436374],"about_ca_topic_score_codex":0.00067005405,"about_ca_topic_score_gemma":0.00012936116,"teacher_disagreement_score":0.14009534,"about_ca_system_score_codex":0.00002165659,"about_ca_system_score_gemma":0.00011045637,"threshold_uncertainty_score":0.4941222},"labels":[],"label_agreement":null},{"id":"W2990033337","doi":"10.2196/14730","title":"Mobile Health Apps for Self-Management of Rheumatic and Musculoskeletal Diseases: Systematic Literature Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Self-management; Medicine; App store; Mobile apps; Systematic review; Quality (philosophy); MEDLINE; Physical therapy; Computer science; World Wide Web; Nursing; Psychological intervention","score_opus":0.06320886448347456,"score_gpt":0.4927388110023676,"score_spread":0.42952994651889304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990033337","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006646896,0.8794233,0.00009378547,0.00036889425,0.00065017014,0.1174101,0.001621509,0.00022809554,0.00019746445],"genre_scores_gemma":[0.0000078226385,0.81648946,0.00142907,0.0023454125,0.00019061468,0.17743479,0.0014042967,0.00018033184,0.0005181924],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9860182,0.0027259826,0.0066658393,0.0016242219,0.0006659787,0.0022998026],"domain_scores_gemma":[0.9867607,0.002100852,0.0063078394,0.0018376365,0.00038873332,0.002604254],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0044934303,0.0011979513,0.008680479,0.0006117562,0.0015320868,0.000028030412,0.0005631149,0.00084145897,0.000031350643],"category_scores_gemma":[0.00012951456,0.00092199934,0.0006554506,0.00125612,0.00012121528,0.0001678994,0.00029381883,0.0016800163,0.000088431814],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000167092,0.00016260568,0.000006095483,0.6514001,0.00010867379,9.333238e-7,0.0004018382,2.9293282e-8,5.358249e-10,0.0049692625,0.0075438456,0.33538988],"study_design_scores_gemma":[0.00082339894,0.0006748924,0.000014722536,0.4958752,0.0023792454,0.000019506206,0.0002677471,0.000014552848,3.0121936e-10,0.00009407025,0.49952218,0.00031448327],"about_ca_topic_score_codex":0.000039972292,"about_ca_topic_score_gemma":0.000012298265,"teacher_disagreement_score":0.49197832,"about_ca_system_score_codex":0.00085024006,"about_ca_system_score_gemma":0.0056521185,"threshold_uncertainty_score":0.9999849},"labels":[],"label_agreement":null},{"id":"W2990315536","doi":"10.2196/15191","title":"Continuous Digital Monitoring of Walking Speed in Frail Elderly Patients: Noninterventional Validation Study and Longitudinal Clinical Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Preferred walking speed; Sarcopenia; Physical medicine and rehabilitation; Clinical trial; Gait; Waist; Physical therapy; Timed Up and Go test; mHealth; Psychological intervention; Body mass index; Balance (ability)","score_opus":0.10491262870589452,"score_gpt":0.4724801262764988,"score_spread":0.3675674975706043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990315536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944225,0.00017978094,0.000015537018,0.000106153006,0.0017077642,0.003161745,0.00003279676,0.000031398176,0.00034235502],"genre_scores_gemma":[0.9989052,0.00015063037,0.00006185749,0.00004118839,0.00045985787,0.0000622484,0.00006391111,0.000019278243,0.00023585497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962792,0.0007095926,0.0016999849,0.0004721085,0.00033896693,0.0005001398],"domain_scores_gemma":[0.99808306,0.00046168154,0.0008463035,0.00020739551,0.00016023952,0.00024132247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021887165,0.00017749694,0.0006282497,0.00017140117,0.00022668902,0.000025124204,0.000095441355,0.0002138057,0.000017540304],"category_scores_gemma":[0.00015514222,0.00016501325,0.000079476325,0.00017163936,0.00005159024,0.00034728792,0.0000919183,0.0006843129,0.000021311358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042119287,0.0021452962,0.9677359,0.00086954224,0.000016878563,9.416719e-7,0.0012406735,7.88215e-8,0.0000038718395,0.000081038044,0.00006457569,0.023629284],"study_design_scores_gemma":[0.042660933,0.0039765094,0.9500259,0.00048310336,0.00002431607,5.5799006e-7,0.002392424,0.000030347095,1.4529016e-7,0.0001922042,0.00009663227,0.00011691629],"about_ca_topic_score_codex":0.00024004604,"about_ca_topic_score_gemma":0.00006562749,"teacher_disagreement_score":0.038449004,"about_ca_system_score_codex":0.00010681567,"about_ca_system_score_gemma":0.00025240172,"threshold_uncertainty_score":0.6729045},"labels":[],"label_agreement":null},{"id":"W2990838665","doi":"10.2196/13273","title":"Effect of mHealth With Offline Antiobesity Treatment in a Community-Based Weight Management Program: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; Medicine; Body mass index; Waist; Weight loss; Psychological intervention; Obesity; Physical therapy; Weight management; Internal medicine; Demography","score_opus":0.05646894426631991,"score_gpt":0.48485329457394905,"score_spread":0.4283843503076291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990838665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96242744,0.00028924347,0.00003521535,0.0005571947,0.00033556033,0.034109797,0.00010788054,0.00022493825,0.0019127422],"genre_scores_gemma":[0.9752327,0.0006317365,0.0007045728,0.0012210836,0.00013837247,0.02129587,0.00028215462,0.00006919271,0.00042429194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903668,0.004210419,0.0021664866,0.00086943555,0.0006603241,0.0017265402],"domain_scores_gemma":[0.99488556,0.0014277931,0.0010854129,0.0012190697,0.00023010439,0.0011520403],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006310192,0.00055086217,0.0013014348,0.0006500321,0.0017272775,0.000018587785,0.00032607745,0.0003407262,0.0001267344],"category_scores_gemma":[0.000025512141,0.0004136605,0.00009116791,0.0010921638,0.00017816265,0.00013929303,0.00010746963,0.0016589026,0.00009967072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040594004,0.0042994674,0.9414686,0.024808688,0.00002884633,0.0000069125545,0.0010440025,0.00003093141,0.000001395847,0.00073754793,0.00009607643,0.023418164],"study_design_scores_gemma":[0.017925376,0.020537656,0.95096254,0.00036897504,0.00007179962,0.00000499842,0.0005911611,0.0003302289,0.00000480187,0.000045902176,0.008911742,0.00024480157],"about_ca_topic_score_codex":0.0076839584,"about_ca_topic_score_gemma":0.004316303,"teacher_disagreement_score":0.024439713,"about_ca_system_score_codex":0.0011227311,"about_ca_system_score_gemma":0.0021595168,"threshold_uncertainty_score":0.9998315},"labels":[],"label_agreement":null},{"id":"W2994561937","doi":"10.2196/14919","title":"Medical Videography Using a Mobile App: Retrospective Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Mayo Clinic","keywords":"Videography; Telemedicine; Medicine; Medical record; Video game; Health care; Multimedia; Computer science; Surgery","score_opus":0.0345332075240268,"score_gpt":0.420248252250163,"score_spread":0.3857150447261362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994561937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937427,0.000996619,0.00041709354,0.0024060714,0.00019758665,0.0015065387,0.000021409109,0.00012270636,0.00058924913],"genre_scores_gemma":[0.98997563,0.00081437343,0.0010226911,0.007536764,0.00033650623,0.00007990836,0.00011373704,0.000024875502,0.00009551659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971561,0.000107822954,0.00070290506,0.0005297607,0.0008126375,0.00069081923],"domain_scores_gemma":[0.99792516,0.00009041604,0.00027707368,0.0003525255,0.00013434276,0.001220495],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094110984,0.00020605154,0.0007698983,0.0007312773,0.00018911192,0.000013765839,0.000069815076,0.00016936989,0.0010562441],"category_scores_gemma":[0.00004867047,0.00017272994,0.00013780639,0.0016733793,0.00008052187,0.0001004291,0.000036002417,0.00045988863,0.000025806281],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020749259,0.00014934996,0.9795816,0.0011535767,0.00017077196,0.000015602864,0.0006520143,0.0000019465924,0.000019966306,0.00043945375,0.00085724285,0.016750982],"study_design_scores_gemma":[0.0030235024,0.0016876014,0.9852269,0.00008278343,0.00077894615,0.00008643674,0.0007563869,0.0026876875,0.000009437762,0.00010007878,0.005407983,0.00015225078],"about_ca_topic_score_codex":0.0009838012,"about_ca_topic_score_gemma":0.00015130671,"teacher_disagreement_score":0.016598731,"about_ca_system_score_codex":0.00020736737,"about_ca_system_score_gemma":0.00079881476,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W2994652297","doi":"10.2196/16391","title":"Strategies for the Successful Implementation of a Novel iPhone Loaner System (iShare) in mHealth Interventions: Prospective Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Heart, Lung, and Blood Institute; National Institutes of Health; Johns Hopkins University; American Heart Association","keywords":"mHealth; Psychological intervention; Scalability; eHealth; Computer science; Health care; Internet privacy; Medicine; Nursing; Database","score_opus":0.11137692467492759,"score_gpt":0.5150184248692112,"score_spread":0.40364150019428363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994652297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419464,0.0024642996,0.0023632809,0.0029661253,0.0009866501,0.047917105,0.00053525367,0.00014538769,0.0006754866],"genre_scores_gemma":[0.9601232,0.0007772886,0.00043141408,0.0008870076,0.00025956013,0.03720186,0.000096333606,0.000056956695,0.00016640063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938612,0.00063993735,0.0027937852,0.0008232937,0.00045248386,0.001429294],"domain_scores_gemma":[0.9951719,0.0013902608,0.0016371814,0.0007593476,0.0004880673,0.0005532465],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004196482,0.00035537055,0.000936526,0.0004176965,0.001254724,0.000028424447,0.00036707715,0.00023315917,0.00014368453],"category_scores_gemma":[0.00005183981,0.00027242175,0.00012750154,0.0008765862,0.000088483794,0.00032111217,0.000120081175,0.0009189787,0.000035516703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014848778,0.0024956223,0.7515347,0.08447788,0.000076614626,0.0000011104945,0.024805695,0.00006000942,0.00002444279,0.10830246,0.0038438032,0.022892809],"study_design_scores_gemma":[0.010804223,0.0020594015,0.7135887,0.0010194357,0.00010412683,0.0000045366733,0.2667603,0.0010058858,0.0000018757245,0.00035390852,0.004065993,0.00023159322],"about_ca_topic_score_codex":0.011565359,"about_ca_topic_score_gemma":0.018266527,"teacher_disagreement_score":0.24195458,"about_ca_system_score_codex":0.0008519421,"about_ca_system_score_gemma":0.0042564804,"threshold_uncertainty_score":0.9999728},"labels":[],"label_agreement":null},{"id":"W2994685230","doi":"10.2196/14118","title":"A Mobile Phone Intervention to Improve Obesity-Related Health Behaviors of Adolescents Across Europe: Iterative Co-Design and Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"FP7 Information and Communication Technologies; Medical Research Council; European Commission","keywords":"mHealth; Mobile phone; Intervention (counseling); Mobile technology; Session (web analytics); Health promotion; Applied psychology; Population; Psychology; Medical education; Multimedia; Medicine; Computer science; Public health; Mobile device; Psychological intervention; Nursing; Environmental health; World Wide Web","score_opus":0.06501542347472268,"score_gpt":0.49193292248084475,"score_spread":0.4269174990061221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994685230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95736736,0.0012414686,0.0005943375,0.000671771,0.0006734513,0.038833495,0.00033337178,0.00017067141,0.00011406749],"genre_scores_gemma":[0.98692894,0.0011638667,0.0005758896,0.0027520559,0.00009943714,0.0075996243,0.00008858783,0.000080501166,0.00071110827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9898927,0.0032771383,0.0029497813,0.0014139906,0.00055689504,0.001909467],"domain_scores_gemma":[0.99399185,0.00037030104,0.0016635718,0.0009996154,0.00051615085,0.002458532],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00653513,0.000511986,0.0013822266,0.00031002436,0.0016236296,0.000026562937,0.0002992398,0.00033692308,0.0001228652],"category_scores_gemma":[0.00012507854,0.00048025785,0.00008747758,0.0009642781,0.00014842101,0.00023668488,0.00027677874,0.0014679072,0.00024153535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023187783,0.005198494,0.8533108,0.018805902,0.000031094078,0.0000030240942,0.054266453,0.00001100445,0.00022377972,0.00034534468,0.002867314,0.06261801],"study_design_scores_gemma":[0.00986834,0.0105947,0.9598236,0.0011972123,0.00004715549,0.0000063720704,0.014573674,0.00018366457,0.00002277523,0.000102536804,0.0031686923,0.00041124685],"about_ca_topic_score_codex":0.0027876801,"about_ca_topic_score_gemma":0.0004666307,"teacher_disagreement_score":0.10651282,"about_ca_system_score_codex":0.00063536206,"about_ca_system_score_gemma":0.0018050628,"threshold_uncertainty_score":0.9997649},"labels":[],"label_agreement":null},{"id":"W2994706287","doi":"10.2196/15702","title":"Preliminary Effects of a Mobile Interactive Supervised Therapy Intervention on People Living With HIV: Pilot Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Human immunodeficiency virus (HIV); mHealth; Medicine; Physical therapy; Psychology; Psychological intervention; Gerontology; Family medicine; Nursing","score_opus":0.020404772412198464,"score_gpt":0.37177704202894263,"score_spread":0.35137226961674417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994706287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774742,0.0013752821,0.00022531579,0.0005052257,0.00016618732,0.018777337,0.0000095982205,0.00004824623,0.0014185669],"genre_scores_gemma":[0.9907007,0.0013089607,0.00007906707,0.00022993483,0.00013261515,0.0037300559,0.00003508164,0.000033666343,0.0037498837],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966354,0.0012140599,0.00086480175,0.0003821344,0.00043560864,0.0004680008],"domain_scores_gemma":[0.9959883,0.0026345442,0.00043723788,0.00032165632,0.00019528715,0.00042295302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015888882,0.00024677298,0.0018378937,0.00037857445,0.00010495029,0.000023983,0.00009116137,0.000080619364,0.0003983853],"category_scores_gemma":[0.0005002354,0.00015363502,0.00044231207,0.00021831339,0.000093831426,0.00014365868,0.000034524754,0.00045408204,0.00003443488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97842354,0.0039987643,0.0010330918,0.0039064763,0.0002658514,0.000004002152,0.0025399718,0.000001257534,0.00017268765,0.00009599594,0.00073236565,0.008825989],"study_design_scores_gemma":[0.8441925,0.14252235,0.00726866,0.003132887,0.00013670487,0.000011895795,0.0006301837,0.0018177561,0.00010966506,0.00001847806,0.000049161066,0.00010975274],"about_ca_topic_score_codex":0.00030023872,"about_ca_topic_score_gemma":0.00002826749,"teacher_disagreement_score":0.13852358,"about_ca_system_score_codex":0.000105916566,"about_ca_system_score_gemma":0.0003646758,"threshold_uncertainty_score":0.62650543},"labels":[],"label_agreement":null},{"id":"W2994790004","doi":"10.2196/16838","title":"Digital HIV Care Navigation for Young People Living With HIV in San Francisco, California: Feasibility and Acceptability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Resources and Services Administration","keywords":"Intervention (counseling); Medicine; Motivational interviewing; mHealth; Health care; Gerontology; Public health; Short Message Service; Health promotion; Family medicine; Nursing; Psychology; Psychological intervention; Computer science","score_opus":0.03830569771244282,"score_gpt":0.41094671508717023,"score_spread":0.37264101737472743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994790004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97134453,0.0008381583,0.00036639656,0.0011101131,0.00024642516,0.024043119,0.00077268295,0.00014940693,0.0011291615],"genre_scores_gemma":[0.9862701,0.00019194315,0.00051422307,0.0006564746,0.00021248445,0.011583963,0.00033659308,0.000063972955,0.00017020066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994737,0.00056978286,0.0014957729,0.0012398433,0.00039858566,0.0015589831],"domain_scores_gemma":[0.9957935,0.0012500109,0.00059477886,0.0007890683,0.0003359127,0.0012367162],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020921312,0.00040908955,0.0009144979,0.00020682896,0.0014582981,0.00004645928,0.0001856703,0.0003268559,0.00012958462],"category_scores_gemma":[0.00019981287,0.00035152648,0.00004575962,0.0005573324,0.00009398516,0.00039160185,0.00013297072,0.0011096816,0.00006462284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047005422,0.0003807634,0.963633,0.011354523,0.0000044977696,3.719324e-7,0.013812349,0.000004376896,7.6769896e-7,0.00017358601,0.00035403413,0.009811671],"study_design_scores_gemma":[0.004354642,0.0008922177,0.9518386,0.00031003985,0.000028295923,0.000004956556,0.03825043,0.0003715076,1.9224028e-7,0.00012665248,0.0035518336,0.00027062194],"about_ca_topic_score_codex":0.0012872422,"about_ca_topic_score_gemma":0.0131968325,"teacher_disagreement_score":0.024438081,"about_ca_system_score_codex":0.0008398501,"about_ca_system_score_gemma":0.0019775103,"threshold_uncertainty_score":0.99989367},"labels":[],"label_agreement":null},{"id":"W2994805486","doi":"10.2196/16114","title":"Mobile App Support for Cardiopulmonary Resuscitation: Development and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Cardiopulmonary resuscitation; mHealth; Mobile apps; Mobile phone; Medicine; Medical emergency; Computer science; Resuscitation; World Wide Web; Emergency medicine; Psychological intervention; Nursing; Human–computer interaction; Telecommunications","score_opus":0.03348311724709785,"score_gpt":0.36849258515528555,"score_spread":0.3350094679081877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994805486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927891,0.00073734456,0.000042258795,0.00034111735,0.0006297502,0.004547414,0.000013699571,0.000053087966,0.00084625534],"genre_scores_gemma":[0.9967584,0.00017176605,0.0014027215,0.00036100185,0.00022812973,0.00053932436,0.000086627486,0.000017326374,0.00043468538],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851865,0.00006913478,0.00040630286,0.00042058856,0.0002570139,0.00032831394],"domain_scores_gemma":[0.99906665,0.00011101595,0.00009952272,0.000221781,0.00011172225,0.00038929493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009964663,0.00014167347,0.00040070334,0.00009354748,0.0002196402,0.000016018037,0.000028628401,0.00007916028,0.00000965068],"category_scores_gemma":[0.000027369126,0.00011792913,0.000047842703,0.00012786871,0.00004812056,0.00007453305,0.000029713785,0.00013867891,0.000012698401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014967078,0.00044661635,0.8949217,0.0057161925,0.000052183717,0.0000073896626,0.011707952,0.0000028391491,0.000055270943,0.00011643578,0.0014677554,0.084008925],"study_design_scores_gemma":[0.0027410039,0.001718199,0.9607031,0.000047263493,0.00006865712,0.000010651713,0.0045565213,0.00006172748,0.000009926235,0.00006501309,0.029891642,0.00012630771],"about_ca_topic_score_codex":0.00003349853,"about_ca_topic_score_gemma":0.0000175239,"teacher_disagreement_score":0.083882615,"about_ca_system_score_codex":0.0001116876,"about_ca_system_score_gemma":0.00056750316,"threshold_uncertainty_score":0.480901},"labels":[],"label_agreement":null},{"id":"W2994811106","doi":"10.2196/15364","title":"Medication Management Apps for Diabetes: Systematic Assessment of the Transparency and Reliability of Health Information Dissemination","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lee Kong Chian School of Medicine, Nanyang Technological University; Nanyang Technological University","keywords":"Android (operating system); Internet privacy; Android app; Health care; Transparency (behavior); mHealth; Computer science; App store; Audit; World Wide Web; Medicine; Business; Computer security; Accounting; Political science","score_opus":0.03143626825184651,"score_gpt":0.4424470589615426,"score_spread":0.4110107907096961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994811106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9211596,0.0021947545,0.007631228,0.018659515,0.00089427154,0.04774544,0.0003639256,0.00008612114,0.0012651341],"genre_scores_gemma":[0.9827373,0.003924717,0.0016846622,0.0017454894,0.000026831403,0.009645657,0.00013795505,0.000016553282,0.000080845],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9950022,0.0008082577,0.00274195,0.0003347314,0.0004655641,0.00064729445],"domain_scores_gemma":[0.99513197,0.00097021164,0.0025311722,0.0006807111,0.00030760598,0.00037830163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005674217,0.00019442168,0.00080408726,0.00019551812,0.0007221129,0.0000052825317,0.00020139756,0.00017867972,0.000019008197],"category_scores_gemma":[0.00014201278,0.0001404847,0.000064300104,0.00038497403,0.000103514176,0.00022064117,0.00005844925,0.0003473502,0.000003458168],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058411555,0.00018081379,0.16729282,0.7675566,0.000014585851,6.500616e-9,0.0037896123,0.000009679036,0.00000783108,0.034256846,0.0013828719,0.025449926],"study_design_scores_gemma":[0.0020244292,0.00049912196,0.97024477,0.012951732,0.00010661921,5.2323065e-7,0.0034990343,0.004152773,0.000004303266,0.0018797127,0.004481405,0.00015558787],"about_ca_topic_score_codex":0.00012641077,"about_ca_topic_score_gemma":0.000029524139,"teacher_disagreement_score":0.80295193,"about_ca_system_score_codex":0.00030935855,"about_ca_system_score_gemma":0.0011600212,"threshold_uncertainty_score":0.57287997},"labels":[],"label_agreement":null},{"id":"W2994924669","doi":"10.2196/16276","title":"A Mobile Phone–Based Support Intervention to Increase Use of Postabortion Family Planning in Cambodia: Cost-Effectiveness Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; London School of Hygiene and Tropical Medicine","keywords":"Mobile phone; Psychological intervention; Cost effectiveness; Cost–benefit analysis; Phone; Cost-effectiveness analysis; mHealth; Intervention (counseling); Marginal cost; Unit cost; Medicine; Computer science; Nursing; Engineering; Risk analysis (engineering); Telecommunications; Economics","score_opus":0.13792662218025029,"score_gpt":0.5099602847137358,"score_spread":0.37203366253348547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994924669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711401,0.00060103333,0.0009491011,0.0003979634,0.0006071499,0.025503607,0.00020626023,0.000091338974,0.0005034457],"genre_scores_gemma":[0.96514565,0.0002714587,0.0005407292,0.004039642,0.00010291167,0.029229427,0.00052890193,0.00005030364,0.00009097228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993144,0.002394262,0.0018713133,0.0007716094,0.0006064347,0.001212398],"domain_scores_gemma":[0.99562997,0.0010919,0.00091565965,0.0006170857,0.00059116306,0.0011542095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006305385,0.0003119374,0.00079283916,0.00080148235,0.0004334612,0.000013522557,0.00015226306,0.0003725424,0.00022130657],"category_scores_gemma":[0.00032335613,0.00031802143,0.00007864624,0.00098016,0.00004787753,0.0003182948,0.000081951825,0.0008298338,0.00017967762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049777008,0.0010526915,0.8266014,0.019648938,0.000013015079,0.0000038728945,0.003932478,0.0016667686,0.00068870303,0.0010951941,0.0045662583,0.135753],"study_design_scores_gemma":[0.006585827,0.0013789957,0.9565926,0.001422435,0.000047177215,0.0000019956883,0.0015351486,0.0055180145,0.000026580421,0.00011977931,0.026514072,0.0002573362],"about_ca_topic_score_codex":0.0077049327,"about_ca_topic_score_gemma":0.00079026434,"teacher_disagreement_score":0.13549568,"about_ca_system_score_codex":0.001115825,"about_ca_system_score_gemma":0.0035134184,"threshold_uncertainty_score":0.99992716},"labels":[],"label_agreement":null},{"id":"W2994957823","doi":"10.2196/16345","title":"Smartphone-Guided Algorithms for Use by Community Volunteers to Screen and Refer People With Eye Problems in Trans Nzoia County, Kenya: Development and Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Queen Elizabeth Diamond Jubilee Trust; Wellcome Trust","keywords":"Referral; Outreach; Medicine; Algorithm; Eye care; Gold standard (test); Optometry; Family medicine; Computer science","score_opus":0.11352426019975514,"score_gpt":0.4194802027076887,"score_spread":0.30595594250793356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994957823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934366,0.00021220132,0.000101620215,0.0013496134,0.000046774694,0.004750325,0.000050644412,0.000028616214,0.000023604214],"genre_scores_gemma":[0.9967789,0.00015773051,0.0013330539,0.00089696137,0.000016175723,0.00033391282,0.00011680392,0.00002190932,0.00034452442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848396,0.00017619012,0.00039774243,0.00033497703,0.00017783976,0.00042932],"domain_scores_gemma":[0.99916464,0.00014726247,0.0000871335,0.00017749293,0.000093656614,0.00032979815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011073598,0.00021288464,0.00051837385,0.0001367696,0.00039142463,0.000023947541,0.000042252894,0.00009255142,0.0000043884274],"category_scores_gemma":[0.000022605556,0.00016666934,0.000011153065,0.00018419683,0.000055928722,0.00013831242,0.000043903456,0.00029509983,0.0000015147269],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000880658,0.00097607286,0.9728082,0.0015454066,0.000045873854,0.0000011199533,0.021713173,0.0000017317769,0.000017491253,0.0000043845644,0.00069796346,0.0013079239],"study_design_scores_gemma":[0.0064794202,0.00880295,0.97813356,0.00018259941,0.00006299529,0.000020889813,0.0053950464,0.000100465986,0.000014560305,0.000006227006,0.00063839875,0.0001628959],"about_ca_topic_score_codex":0.0037123905,"about_ca_topic_score_gemma":0.0021107958,"teacher_disagreement_score":0.016318128,"about_ca_system_score_codex":0.00011267023,"about_ca_system_score_gemma":0.00018891969,"threshold_uncertainty_score":0.6796579},"labels":[],"label_agreement":null},{"id":"W2995024875","doi":"10.2196/13561","title":"Translation of the Chinese Version of the Nomophobia Questionnaire and Its Validation Among College Students: Factor Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Varimax rotation; Cronbach's alpha; Psychology; Confirmatory factor analysis; Exploratory factor analysis; Clinical psychology; Construct validity; Mobile phone; Psychometrics; Statistics; Structural equation modeling; Computer science; Mathematics","score_opus":0.019682630032033886,"score_gpt":0.3717820628860704,"score_spread":0.3520994328540365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995024875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99655926,0.00021187897,0.0000036868269,0.002241358,0.00018425442,0.00061092444,0.000041037558,0.000016570119,0.00013102204],"genre_scores_gemma":[0.9995147,0.0002141314,0.000008289889,0.000089922425,0.000015858237,0.0000036369759,0.000002170502,0.000004100511,0.00014717913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987189,0.0002940012,0.00025498777,0.0001453146,0.00041037667,0.00017637465],"domain_scores_gemma":[0.99926984,0.000042172196,0.00035000217,0.00017575019,0.000076230885,0.0000860006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005362345,0.00007743996,0.00020130185,0.00009979958,0.00039224533,0.000010756526,0.00021821927,0.00012752906,0.000016937847],"category_scores_gemma":[0.00007292778,0.000048131787,0.000057684323,0.0008823359,0.00016535551,0.00014532899,0.00004001981,0.00013796546,9.910627e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028557233,0.000053077078,0.99549323,0.00017381516,0.000015723412,2.4254065e-8,0.0030670115,0.0000041790086,0.000068439695,0.00016308331,0.000020409776,0.00091245706],"study_design_scores_gemma":[0.00044622464,0.000046219207,0.9983867,0.000072855546,0.00006145617,1.3161049e-7,0.000651913,0.00010891103,0.00008053851,0.00007172376,0.000033263837,0.00004010979],"about_ca_topic_score_codex":0.001553979,"about_ca_topic_score_gemma":0.0019179257,"teacher_disagreement_score":0.0029554432,"about_ca_system_score_codex":0.00008218998,"about_ca_system_score_gemma":0.0001733943,"threshold_uncertainty_score":0.30168736},"labels":[],"label_agreement":null},{"id":"W2995048391","doi":"10.2196/15281","title":"The Utility of SMS to Report Male Partner HIV Self-testing Outcomes Among Women Seeking Reproductive Health Services in Kenya: Cohort Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; National Institutes of Health; Center for AIDS Research, University of Washington; University of Washington; Fred Hutchinson Cancer Research Center; U.S. Department of State","keywords":"Medicine; Family medicine; Cohort; Human immunodeficiency virus (HIV); Reproductive health; Test (biology); Hiv test; Short Message Service; Population; Health facility; Environmental health; Health services","score_opus":0.05571845216945322,"score_gpt":0.4431285137164752,"score_spread":0.387410061547022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995048391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649953,0.00042180627,0.000019924802,0.0054336186,0.00073631323,0.025337014,0.00004678781,0.00022380054,0.002785419],"genre_scores_gemma":[0.9785536,0.00042538272,0.00058179954,0.0036936325,0.00024884814,0.015161163,0.000036853908,0.00007295483,0.0012257876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98862255,0.0020570846,0.0038822254,0.001730883,0.00084171887,0.0028655354],"domain_scores_gemma":[0.99097687,0.001871429,0.0025158222,0.0021701902,0.0005472145,0.0019184636],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.016434176,0.0005045913,0.0016274265,0.00036055877,0.0024241586,0.000026942791,0.0005011485,0.00026983643,0.0001021194],"category_scores_gemma":[0.00040041265,0.0003886584,0.00007020707,0.001470494,0.00011439341,0.00023689342,0.0003658818,0.0015239333,0.0000950941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023255884,0.000537158,0.9685062,0.004986081,0.000026547033,0.000007023745,0.018628012,0.0000051010916,0.0000012334482,0.00020641288,0.00090939115,0.0059542763],"study_design_scores_gemma":[0.0015702682,0.00058116764,0.96226794,0.00034337468,0.000019340587,0.000015918467,0.022719,0.00048452316,2.8902738e-7,0.00019565938,0.011564741,0.00023777586],"about_ca_topic_score_codex":0.011801688,"about_ca_topic_score_gemma":0.0062287464,"teacher_disagreement_score":0.016033763,"about_ca_system_score_codex":0.0010111985,"about_ca_system_score_gemma":0.0038749785,"threshold_uncertainty_score":0.99985653},"labels":[],"label_agreement":null},{"id":"W2995101355","doi":"10.2196/16403","title":"A Possible Mobile Health Solution in Orthopedics and Trauma Surgery: Development Protocol and User Evaluation of the Ankle Joint App","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität des Saarlandes; Deutsche Forschungsgemeinschaft","keywords":"Protocol (science); Ankle; Orthopedic surgery; Joint (building); mHealth; Computer science; Medicine; Engineering; Surgery; Nursing; Psychological intervention; Alternative medicine","score_opus":0.13467743319811593,"score_gpt":0.4724172354676287,"score_spread":0.3377398022695128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995101355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8168295,0.0012119504,0.000036627447,0.0031300772,0.00024442282,0.17803866,0.000030737025,0.00005503033,0.00042299787],"genre_scores_gemma":[0.6724666,0.00085122575,0.0006279754,0.0028183798,0.000095705895,0.32284483,0.00003456159,0.000038372793,0.00022235751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99334383,0.0017372338,0.0021816518,0.0007195548,0.0007483225,0.0012694118],"domain_scores_gemma":[0.9964457,0.00044080534,0.0013303498,0.0005447168,0.00031559166,0.0009227948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010302553,0.00030667445,0.0008443044,0.0003547736,0.0012608366,0.000013428476,0.00011726086,0.00031349648,0.00008789381],"category_scores_gemma":[0.00013287413,0.00023718676,0.000044653803,0.00067416154,0.00013904745,0.00017777919,0.00016230776,0.0008842754,0.000016239868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028700253,0.00034126858,0.5515011,0.021189895,0.000007926998,1.993676e-7,0.005446048,0.000010436496,0.000013268453,0.0015941302,0.0038608187,0.4157479],"study_design_scores_gemma":[0.003680589,0.00036661624,0.90211284,0.00097391,0.000018598443,0.000007768785,0.0014041924,0.0013745124,0.000008841976,0.00030413596,0.089539744,0.00020826554],"about_ca_topic_score_codex":0.0017350265,"about_ca_topic_score_gemma":0.0030273858,"teacher_disagreement_score":0.41553965,"about_ca_system_score_codex":0.0006762823,"about_ca_system_score_gemma":0.0094373785,"threshold_uncertainty_score":0.9961782},"labels":[],"label_agreement":null},{"id":"W2995389692","doi":"10.2196/14737","title":"Using Text Messaging to Improve Access to Prenatal Health Information in Urban African American and Afro-Caribbean Immigrant Pregnant Women: Mixed Methods Analysis of Text4baby Usage","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; SUNY Downstate Medical Center; State University of New York","keywords":"Immigration; mHealth; Text messaging; Ethnic group; Prenatal care; Medicine; Family medicine; Psychology; Nursing; Environmental health; Internet privacy; Geography; Political science; Computer science; Psychological intervention; Population","score_opus":0.05033940314746852,"score_gpt":0.46818339620255456,"score_spread":0.417843993055086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995389692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9724455,0.0008749071,0.0054294183,0.007819641,0.00042366475,0.011836554,0.00058163924,0.00010892358,0.0004797731],"genre_scores_gemma":[0.969638,0.0008565543,0.011429759,0.012739078,0.000087574364,0.0049929037,0.00012727115,0.000054161108,0.000074696036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99090093,0.001825968,0.0030427282,0.0010624693,0.0005615076,0.0026063975],"domain_scores_gemma":[0.992496,0.0009171185,0.0020014679,0.000931343,0.00025805135,0.003396],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006104938,0.0005163586,0.002062777,0.002743716,0.00092417776,0.000058473317,0.0004429068,0.00022693264,0.00006528681],"category_scores_gemma":[0.00023942592,0.00048180704,0.00009953167,0.005163752,0.00013200725,0.0005989431,0.0004536942,0.001016378,0.000022073464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012620758,0.00045177064,0.22394408,0.01855884,0.000171115,0.000001118322,0.108114496,0.00036224714,0.00018280905,0.0024405206,0.0016400702,0.64287084],"study_design_scores_gemma":[0.0024865887,0.0016580579,0.899506,0.0010119186,0.00017383757,0.0000031288823,0.03967469,0.0119119445,0.000019663481,0.00009532225,0.042789303,0.0006695655],"about_ca_topic_score_codex":0.032645557,"about_ca_topic_score_gemma":0.005967449,"teacher_disagreement_score":0.6755619,"about_ca_system_score_codex":0.0015354386,"about_ca_system_score_gemma":0.0031554622,"threshold_uncertainty_score":0.99976337},"labels":[],"label_agreement":null},{"id":"W2995419762","doi":"10.2196/14487","title":"Frequent Mobile Electronic Medical Records Users Respond More Quickly to Emergency Department Consultation Requests: Retrospective Quantitative Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Medical emergency; Medical record; Retrospective cohort study; Health records; Medicine; Computer science; Health care; Nursing","score_opus":0.05602409849606121,"score_gpt":0.49071736568231145,"score_spread":0.43469326718625023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995419762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9668456,0.0022314964,0.00013408213,0.0070001744,0.0026290126,0.019180356,0.000114647475,0.0003135786,0.0015510613],"genre_scores_gemma":[0.98264307,0.0034249253,0.00027742697,0.003999246,0.0005124595,0.006192478,0.00010230808,0.00013089663,0.0027172167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9866125,0.0040450813,0.0028170547,0.0015925623,0.001637436,0.0032953937],"domain_scores_gemma":[0.99354357,0.0011823387,0.0011838633,0.00095793005,0.00076374714,0.0023685717],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008109387,0.00061705185,0.0013610033,0.00057105784,0.0013715981,0.000019945217,0.00044572962,0.0005814475,0.0013264171],"category_scores_gemma":[0.0011385522,0.00056157133,0.00009948814,0.0013851088,0.000083475265,0.0003074354,0.00016446838,0.0026233476,0.0010530879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.004261063,0.0014605644,0.8557789,0.004854166,0.00018796079,0.000034914083,0.08297879,0.000011866988,0.000058485646,0.020125085,0.023680214,0.0065680416],"study_design_scores_gemma":[0.008448989,0.02863806,0.822989,0.00092641346,0.0001128747,0.000025738966,0.073089704,0.0005392894,0.00000520137,0.0011500091,0.06301668,0.0010580437],"about_ca_topic_score_codex":0.007444467,"about_ca_topic_score_gemma":0.020466857,"teacher_disagreement_score":0.039336465,"about_ca_system_score_codex":0.005808795,"about_ca_system_score_gemma":0.009264322,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W2995452677","doi":"10.2196/16665","title":"Nurse Coaching and Mobile Health Compared With Usual Care to Improve Diabetes Self-Efficacy for Persons With Type 2 Diabetes: Randomized Controlled Trial","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Type 2 diabetes; Randomized controlled trial; Medicine; Coaching; Diabetes mellitus; Self-efficacy; Family medicine; Gerontology; Nursing; Psychology; Psychotherapist; Internal medicine","score_opus":0.01605333620902109,"score_gpt":0.33863390289551837,"score_spread":0.32258056668649726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995452677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585492,0.0019298964,0.00002529238,0.0019259196,0.0005143388,0.036603663,0.000026369544,0.00013595478,0.00028937528],"genre_scores_gemma":[0.9897252,0.00012288189,0.0015941414,0.003055198,0.00036842676,0.00452941,0.00020379084,0.000060738643,0.0003402369],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99724126,0.0002516397,0.0006313575,0.0006341165,0.00031308437,0.00092852133],"domain_scores_gemma":[0.9974313,0.000695326,0.00044462955,0.0003291883,0.00019683679,0.00090275705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013314162,0.00036164105,0.002173085,0.00026005934,0.0003263605,0.00008379385,0.00007669188,0.00008790189,0.000013992788],"category_scores_gemma":[0.00009076974,0.00023790606,0.00010197334,0.00026033717,0.000084762454,0.00012576832,0.000020885516,0.00024719,0.000006261295],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9364785,0.0012150045,0.019888898,0.008200787,0.00046672072,5.359388e-7,0.018787479,0.000020925369,0.000014834911,0.00017202605,0.0015914764,0.013162785],"study_design_scores_gemma":[0.9576558,0.023536876,0.0054859575,0.00047840877,0.0007801265,8.2658454e-7,0.006737796,0.002454903,0.0000061712494,0.0000070041256,0.0025417006,0.0003144321],"about_ca_topic_score_codex":0.000055511653,"about_ca_topic_score_gemma":0.000021976948,"teacher_disagreement_score":0.032074254,"about_ca_system_score_codex":0.00019989314,"about_ca_system_score_gemma":0.00097651716,"threshold_uncertainty_score":0.97015274},"labels":[],"label_agreement":null},{"id":"W2995538709","doi":"10.2196/15758","title":"Development and Local Contextualization of Mobile Health Messages for Enhancing Disease Management Among Community-Dwelling Stroke Patients in Rural China: Multimethod Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Wellcome Trust","keywords":"Mobile phone; mHealth; Interview; Medicine; Intervention (counseling); Stroke (engine); Short Message Service; Nursing; Medical emergency; Psychological intervention; Computer science; Engineering","score_opus":0.046295965996965886,"score_gpt":0.4383389856937658,"score_spread":0.3920430196967999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995538709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638676,0.00093264686,0.005338046,0.00017794412,0.00026197283,0.029097782,0.00010937737,0.00007485154,0.00013979945],"genre_scores_gemma":[0.97561514,0.0013062293,0.0037573632,0.0009793289,0.000044612512,0.017734522,0.00027596272,0.000056274377,0.00023053965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935875,0.0018152694,0.0023746735,0.0005545729,0.00039488243,0.0012730857],"domain_scores_gemma":[0.9960296,0.000825411,0.0011844094,0.0005353781,0.00018645487,0.0012387544],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0050495784,0.00035640274,0.00097656244,0.0004438515,0.0017745274,0.000012151563,0.00020020941,0.0001695957,0.000021098851],"category_scores_gemma":[0.00006534474,0.00034478618,0.000043772885,0.00036009602,0.00009736055,0.00017633467,0.00018764858,0.000896268,0.0000074383347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006579394,0.001393285,0.7397296,0.023644641,0.000020234675,3.9511622e-7,0.028386008,0.0000750879,0.000001253721,0.0011282793,0.00010087046,0.20486242],"study_design_scores_gemma":[0.0070401807,0.0011342238,0.9301373,0.0010048129,0.000030917156,1.7192008e-7,0.055662468,0.001752403,0.0000025288339,0.00009420318,0.0029027036,0.00023810123],"about_ca_topic_score_codex":0.003546663,"about_ca_topic_score_gemma":0.0069571314,"teacher_disagreement_score":0.20462433,"about_ca_system_score_codex":0.00056711637,"about_ca_system_score_gemma":0.0012653283,"threshold_uncertainty_score":0.9999004},"labels":[],"label_agreement":null},{"id":"W2995665288","doi":"10.2196/15888","title":"A Sexual Health Promotion App for Transgender Women (Trans Women Connected): Development and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Agency for Healthcare Research and Quality","keywords":"Usability; Transgender; Formative assessment; Psychology; mHealth; Population; Applied psychology; Medicine; Medical education; Nursing; Computer science; Psychological intervention; Pedagogy","score_opus":0.10901348837562999,"score_gpt":0.4506784940375716,"score_spread":0.3416650056619416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995665288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95671755,0.0005681349,0.0010045958,0.0070602996,0.00048626153,0.03338125,0.00017990959,0.00035632378,0.00024569433],"genre_scores_gemma":[0.9357705,0.00036784777,0.0011931162,0.0061413255,0.0002795139,0.055041123,0.00013178858,0.000090240756,0.0009845241],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99096,0.001204425,0.0024107215,0.0015271418,0.00051229674,0.003385423],"domain_scores_gemma":[0.9939501,0.0008140367,0.0008144786,0.0007509176,0.00027269105,0.0033977241],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070076273,0.00055178464,0.0013179317,0.00031497196,0.0029550416,0.000028010529,0.00023466989,0.00039045722,0.0002724549],"category_scores_gemma":[0.00008693621,0.00051253254,0.00004020559,0.0005284002,0.00012035262,0.00021848273,0.00007890126,0.0011028588,0.000066425986],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027585533,0.004564069,0.28750136,0.06715972,0.000089535526,0.0000013103489,0.28561866,0.000004332611,0.000032911263,0.004747745,0.0032779514,0.34424385],"study_design_scores_gemma":[0.015388014,0.0106905745,0.6264985,0.00020108682,0.000035407844,0.000011009328,0.09924646,0.00035361358,0.000002291789,0.0013318998,0.24541208,0.00082901417],"about_ca_topic_score_codex":0.0005008753,"about_ca_topic_score_gemma":0.0010499962,"teacher_disagreement_score":0.3434148,"about_ca_system_score_codex":0.0020627438,"about_ca_system_score_gemma":0.0068615074,"threshold_uncertainty_score":0.9997326},"labels":[],"label_agreement":null},{"id":"W2995705303","doi":"10.2196/14841","title":"Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; European Regional Development Fund; Junta de Andalucía; Ministerio de Economía y Competitividad; Universidad de Granada; Instituto de Salud Carlos III; European Commission","keywords":"Cadence; Overweight; Medicine; Psychological intervention; Obesity; Childhood obesity; Physical therapy; Cross-sectional study; Public health; Demography; Physical activity; Gerontology; Physical medicine and rehabilitation","score_opus":0.03476651812133154,"score_gpt":0.3659945288714521,"score_spread":0.3312280107501206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995705303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968714,0.00004444564,0.000010111631,0.0002330781,0.00006560155,0.0025230942,0.000041248084,0.00006790702,0.00014312718],"genre_scores_gemma":[0.99879926,0.000027796366,0.000102816215,0.0005365309,0.00025727868,0.00005783462,0.000019649091,0.00003669471,0.00016210914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997492,0.00018292412,0.0002612324,0.00077068474,0.00068395137,0.0006092188],"domain_scores_gemma":[0.9984695,0.00028926035,0.00018822901,0.0003639884,0.00008386679,0.00060520135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043062284,0.00031477096,0.00076257624,0.00027055718,0.00017312691,0.000061740735,0.00008050695,0.00012800632,0.000025075184],"category_scores_gemma":[0.00003536514,0.0002255264,0.00005171623,0.00058944034,0.00011633396,0.00026645226,0.00008552885,0.0007610879,0.000014916734],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015875724,0.020312876,0.9758465,0.0007113266,0.000042742045,0.000010930603,0.00011914423,0.000004609823,0.00001177906,0.00017149813,0.000027463388,0.0011535172],"study_design_scores_gemma":[0.007865954,0.0059628068,0.9841532,0.00004173415,0.00006290963,0.000027037659,0.000027474096,0.0015151616,0.00002744338,0.000063014646,0.00003013698,0.00022313511],"about_ca_topic_score_codex":0.0012996816,"about_ca_topic_score_gemma":0.00027706005,"teacher_disagreement_score":0.014350069,"about_ca_system_score_codex":0.00029472806,"about_ca_system_score_gemma":0.0006093906,"threshold_uncertainty_score":0.9196699},"labels":[],"label_agreement":null},{"id":"W2995747970","doi":"10.2196/13461","title":"Long-Term Weight Management Using Wearable Technology in Overweight and Obese Adults: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Oxford","keywords":"Overweight; Systematic review; Psychological intervention; Medicine; Scopus; Meta-analysis; Weight loss; Weight management; Randomized controlled trial; MEDLINE; Wearable technology; Wearable computer; Obesity; Gerontology; Physical therapy; Computer science; Nursing; Surgery; Internal medicine","score_opus":0.09192064329913847,"score_gpt":0.4843602470150305,"score_spread":0.39243960371589204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995747970","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016696686,0.9429404,0.000026022564,0.0011559926,0.00062644057,0.054116342,0.00012129824,0.00020045973,0.00064607756],"genre_scores_gemma":[0.000032959673,0.95877826,0.00039726708,0.0037843145,0.0002483441,0.03546324,0.00015054144,0.00017886939,0.0009661904],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9873958,0.0020361997,0.0054241633,0.0018256828,0.00055408647,0.0027640483],"domain_scores_gemma":[0.9922059,0.0008082977,0.003362211,0.0018938541,0.000183341,0.0015463774],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0033443368,0.0011276067,0.0069886814,0.0015768575,0.0012315116,0.00002389089,0.0006216379,0.0015384441,0.00012907822],"category_scores_gemma":[0.00014201063,0.00090674177,0.00022549479,0.0019459181,0.00016655632,0.00018778666,0.00049330323,0.0032379306,0.00047688975],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002336695,0.00012680827,0.000535806,0.8486062,0.000037791302,0.00002211334,0.00008972066,2.1762718e-8,3.2195435e-9,0.0025357404,0.00055858784,0.14746381],"study_design_scores_gemma":[0.0011465714,0.00014287063,0.00025838948,0.7981423,0.0015827748,0.000110397916,0.00012897931,0.000020583746,2.632417e-9,0.00012795802,0.1978191,0.00052007847],"about_ca_topic_score_codex":0.00023381309,"about_ca_topic_score_gemma":0.00017421,"teacher_disagreement_score":0.1972605,"about_ca_system_score_codex":0.0016224134,"about_ca_system_score_gemma":0.003603713,"threshold_uncertainty_score":0.99975777},"labels":[],"label_agreement":null},{"id":"W2995755927","doi":"10.2196/14453","title":"A Mobile Phone–Based Gait Assessment App for the Elderly: Development and Evaluation","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China","keywords":"Mobile phone; Mobile apps; Gait; Computer science; mHealth; Physical medicine and rehabilitation; Psychology; Human–computer interaction; Medicine; World Wide Web; Psychological intervention; Telecommunications; Nursing","score_opus":0.07157295886401387,"score_gpt":0.45979897002978715,"score_spread":0.38822601116577327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995755927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98192465,0.0025571417,0.002224358,0.0017238123,0.0008426191,0.009036576,0.000028943145,0.000084897256,0.0015769822],"genre_scores_gemma":[0.9868969,0.0006285123,0.0034051526,0.0026957283,0.00022929425,0.005070203,0.00012396688,0.00002854391,0.00092172436],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974336,0.0004636524,0.0006309313,0.0004243159,0.00037730552,0.0006702205],"domain_scores_gemma":[0.9982605,0.0005788611,0.0003928215,0.00030067968,0.00018626018,0.00028085566],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003575719,0.00019069282,0.00031840656,0.000085241336,0.0013012309,0.000020402627,0.00010313225,0.00018778043,0.00005037864],"category_scores_gemma":[0.000024080628,0.00013684948,0.00003934752,0.00014086133,0.000039730254,0.00009893107,0.000045280325,0.00043725435,0.000051687115],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007831639,0.0009899867,0.057662234,0.015064622,0.00007798548,5.6669353e-7,0.010453787,0.0000131775805,0.00039695605,0.0059118657,0.02228741,0.88635826],"study_design_scores_gemma":[0.007578314,0.0010401662,0.8109987,0.00037144005,0.000100879275,0.0000014869669,0.0037529175,0.023295982,0.0000027720396,0.0010805462,0.15150313,0.00027369478],"about_ca_topic_score_codex":0.00010406966,"about_ca_topic_score_gemma":0.00018646303,"teacher_disagreement_score":0.88608456,"about_ca_system_score_codex":0.00030559135,"about_ca_system_score_gemma":0.0022262444,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W2995766343","doi":"10.2196/16081","title":"Operability, Acceptability, and Usefulness of a Mobile App to Track Routine Immunization Performance in Rural Pakistan: Interview Study Among Vaccinators and Key Informants","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"GAVI Alliance","keywords":"mHealth; Medicine; Qualitative research; Public health; Government (linguistics); Digital health; Medical education; Environmental health; Nursing; Health care; Psychological intervention; Economic growth; Sociology","score_opus":0.04560275665394208,"score_gpt":0.42834682682815994,"score_spread":0.38274407017421785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995766343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810259,0.0008997609,0.000018166247,0.00061534496,0.00024194749,0.016693568,0.000045335222,0.00008183853,0.0003781382],"genre_scores_gemma":[0.9902997,0.0022156097,0.000122014964,0.0010185783,0.000052936342,0.006107418,0.00003726314,0.000040687904,0.00010578861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946247,0.0009155595,0.002343412,0.0006606827,0.00033531757,0.001120358],"domain_scores_gemma":[0.9968226,0.0004252269,0.00065395795,0.0007454986,0.00025913492,0.0010935682],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004496411,0.00036272977,0.0010559366,0.00041140395,0.00066576316,0.000022865826,0.00025762114,0.00027440887,0.00017632081],"category_scores_gemma":[0.00008667058,0.0003249433,0.000031773918,0.00088465604,0.00010483207,0.00049235584,0.00039608366,0.0009344831,0.00002553362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028365146,0.0003649372,0.908598,0.010522154,0.0000048235042,1.909672e-7,0.017512929,0.000008339067,0.000001936704,0.0004115938,0.00004242637,0.06224904],"study_design_scores_gemma":[0.0032513738,0.0014370189,0.97381824,0.00044648597,0.000019295314,0.0000029279045,0.018228102,0.00060037896,0.000002424981,0.000049133112,0.0019191952,0.00022544079],"about_ca_topic_score_codex":0.0030040664,"about_ca_topic_score_gemma":0.0037649164,"teacher_disagreement_score":0.065220244,"about_ca_system_score_codex":0.00031066086,"about_ca_system_score_gemma":0.00082726066,"threshold_uncertainty_score":0.99992025},"labels":[],"label_agreement":null},{"id":"W2995770770","doi":"10.2196/18859","title":"Correction: Using Goal-Directed Design to Create a Mobile Health App to Improve Patient Compliance With Hypertension Self-Management: Development and Deployment","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Software deployment; mHealth; Mobile apps; Self-management; Goal setting; Computer science; Compliance (psychology); eHealth; Medicine; Process management; Psychology; Psychological intervention; World Wide Web; Health care; Nursing; Engineering; Artificial intelligence; Software engineering","score_opus":0.08106252924914516,"score_gpt":0.39318141681637636,"score_spread":0.3121188875672312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995770770","genre_codex":"protocol","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05570338,0.061937172,0.089317195,0.07339045,0.12338408,0.56156677,0.0021232497,0.01547361,0.017104113],"genre_scores_gemma":[0.014790915,0.04547348,0.35824862,0.25510794,0.0061449464,0.28081575,0.0022066312,0.0016036852,0.035608023],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884256,0.0012491283,0.0030277933,0.0028004076,0.0010890351,0.0034080523],"domain_scores_gemma":[0.98836976,0.00045660872,0.0018755948,0.0011082325,0.00063509727,0.00755468],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015074018,0.0013059769,0.002330727,0.0007842537,0.0050819227,0.00007231645,0.0003949969,0.00083361706,0.000039276594],"category_scores_gemma":[0.000075071475,0.0011784311,0.000074563584,0.001685627,0.00008711022,0.00014071244,0.00055020716,0.0030595963,0.00021831594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015130226,0.00044098508,0.00019950615,0.021643778,0.00009119615,0.000027132282,0.0083216755,0.000052807252,0.0000042479646,0.00008078257,0.73355854,0.23406634],"study_design_scores_gemma":[0.002399013,0.004533475,0.0042460957,0.005333027,0.0001623454,0.00004936963,0.0022406818,0.0036110533,0.0000044277313,0.000014026377,0.9764047,0.0010017614],"about_ca_topic_score_codex":0.0016635543,"about_ca_topic_score_gemma":0.0007988424,"teacher_disagreement_score":0.280751,"about_ca_system_score_codex":0.0031903982,"about_ca_system_score_gemma":0.01060043,"threshold_uncertainty_score":0.9999692},"labels":[],"label_agreement":null},{"id":"W2995833798","doi":"10.2196/17055","title":"Benefits of Mobile Apps for Cancer Pain Management: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; PsycINFO; MEDLINE; Randomized controlled trial; Meta-analysis; Physical therapy; Subgroup analysis; Cancer pain; Psychological intervention; Cancer; Prospective cohort study; Internal medicine; Psychiatry","score_opus":0.09709373589649412,"score_gpt":0.4318747309840956,"score_spread":0.3347809950876015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995833798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004279581,0.9673597,0.00003905089,0.00020279203,0.00019982757,0.031583704,0.00014683022,0.000048981092,0.00041480394],"genre_scores_gemma":[0.0000028675947,0.9832138,0.00028304715,0.002794279,0.00014504578,0.010011276,0.00033903643,0.000080980826,0.0031296597],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99627596,0.00037194294,0.001795188,0.00058785244,0.0003595844,0.0006094812],"domain_scores_gemma":[0.9969056,0.00042305118,0.0014225641,0.00079380145,0.00009954262,0.00035541173],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003166291,0.00048809862,0.0052097784,0.00033474574,0.00009115718,0.000011903812,0.0002232679,0.00021705644,0.00003234696],"category_scores_gemma":[0.00008665004,0.00034872757,0.0004684762,0.00043590783,0.000034673663,0.0000371885,0.00007371411,0.00027553737,0.000024220448],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010974992,0.00005504956,0.000008544335,0.65339875,0.00015972082,8.381154e-7,0.000025038944,1.1840539e-7,5.1867527e-10,0.0005163296,0.0059200525,0.3399046],"study_design_scores_gemma":[0.00035727498,0.00023704118,0.0000212418,0.5391136,0.0075089987,0.0000014588815,0.000023889677,0.000011316728,3.565637e-9,0.000007835464,0.45256773,0.0001496116],"about_ca_topic_score_codex":0.00002393073,"about_ca_topic_score_gemma":0.000006085184,"teacher_disagreement_score":0.44664767,"about_ca_system_score_codex":0.00019711566,"about_ca_system_score_gemma":0.0004186247,"threshold_uncertainty_score":0.99989647},"labels":[],"label_agreement":null},{"id":"W2995874039","doi":"10.2196/15045","title":"Usefulness of Modern Activity Trackers for Monitoring Exercise Behavior in Chronic Cardiac Patients: Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ejection fraction; Medicine; Activity tracker; Coronary artery disease; Cardiology; Internal medicine; Heart failure; Population; Rehabilitation; Bruce protocol; Energy expenditure; Physical activity; Physical therapy; Heart rate; Blood pressure","score_opus":0.08852610841109552,"score_gpt":0.4047570311933308,"score_spread":0.31623092278223525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995874039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389267,0.00016187716,0.000027272725,0.0001236311,0.0002615853,0.005437899,0.00004823334,0.000027037791,0.000019793662],"genre_scores_gemma":[0.9989483,0.00018353426,0.00004541708,0.000019151821,0.00014369685,0.0005856827,0.000024915427,0.000024793573,0.000024561881],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983584,0.00010117921,0.0003917587,0.0003862593,0.00029809895,0.00046425973],"domain_scores_gemma":[0.99897134,0.00012113384,0.00022935019,0.00026805187,0.00009555332,0.00031454678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004306758,0.00016670757,0.00076888775,0.0001539233,0.000095461335,0.000007917311,0.00005301859,0.00010639523,0.0000035160601],"category_scores_gemma":[0.000016655824,0.00015612948,0.000073727875,0.00018782403,0.000028012873,0.00024020612,0.000023510072,0.00030919406,0.000002681174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016372589,0.0049165813,0.8658609,0.0055695274,0.000011726975,6.4421215e-7,0.0022205787,0.000013123277,0.00059714017,0.000017258562,0.0000115994,0.11914366],"study_design_scores_gemma":[0.0042787786,0.0041724234,0.9891774,0.00023571783,0.00011217427,2.4456816e-7,0.00029433693,0.00030218405,0.0012405801,0.000051693594,0.000018591078,0.00011589376],"about_ca_topic_score_codex":0.00054317556,"about_ca_topic_score_gemma":0.000034218894,"teacher_disagreement_score":0.123316474,"about_ca_system_score_codex":0.0005383718,"about_ca_system_score_gemma":0.00063959835,"threshold_uncertainty_score":0.63667756},"labels":[],"label_agreement":null},{"id":"W2995987287","doi":"10.2196/15628","title":"Mobile Health Daily Life Monitoring for Parkinson Disease: Development and Validation of Ecological Momentary Assessments","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit Maastricht","keywords":"Parkinson's disease; Ecology; mHealth; Gerontology; Disease; Psychology; Medicine; Psychological intervention; Biology; Psychiatry","score_opus":0.14840178188451103,"score_gpt":0.5051116545067804,"score_spread":0.3567098726222694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995987287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989695,0.0042684693,0.00013633758,0.0006879524,0.0006886916,0.004238598,0.000111960566,0.000039546452,0.00013345556],"genre_scores_gemma":[0.99208313,0.0014259254,0.0033233317,0.0008768213,0.0001643035,0.0014325847,0.00017191489,0.000026636233,0.0004953331],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694496,0.00047850923,0.0007853403,0.0005675404,0.00036840644,0.00085522793],"domain_scores_gemma":[0.99767953,0.00023059268,0.0003775813,0.00028051465,0.000059978825,0.001371786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017255042,0.00019747358,0.00045588572,0.00016461349,0.00029431624,0.000019846726,0.00012816564,0.00011240868,0.000118434895],"category_scores_gemma":[0.000021410986,0.00018407173,0.000031617146,0.0001430235,0.00005794323,0.00011077133,0.00008776757,0.00026327127,0.0000134306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006584261,0.001043343,0.71960455,0.008631833,0.000035021134,0.0000022611055,0.0027902436,0.000003933972,0.000009683915,0.0007338528,0.0013822983,0.2651046],"study_design_scores_gemma":[0.0019804023,0.0030259406,0.9622055,0.0001306126,0.000009934385,0.000002263666,0.0019133269,0.00008290642,0.000026441763,0.00013300541,0.030339591,0.00015007249],"about_ca_topic_score_codex":0.00018737881,"about_ca_topic_score_gemma":0.00001021778,"teacher_disagreement_score":0.2649545,"about_ca_system_score_codex":0.0003713169,"about_ca_system_score_gemma":0.0010287379,"threshold_uncertainty_score":0.75062275},"labels":[],"label_agreement":null},{"id":"W2996162800","doi":"10.2196/15785","title":"A Stress Relief App Intervention for Newly Employed Nursing Staff: Quasi-Experimental Design","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mackay Memorial Hospital","keywords":"Stress (linguistics); Nursing; Intervention (counseling); Psychology; Resistance (ecology); Medicine; Applied psychology","score_opus":0.08100070848388341,"score_gpt":0.45913445317782337,"score_spread":0.37813374469393995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996162800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690942,0.0034105391,0.011859704,0.0021692321,0.0037896524,0.0053489697,0.00028706054,0.00030734128,0.0037333108],"genre_scores_gemma":[0.9924929,0.000018191067,0.0022885557,0.0005676916,0.00020307179,0.00087006425,0.00014432153,0.00007770837,0.0033374594],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.996718,0.00031927845,0.0009595622,0.00072422397,0.00024711777,0.0010318533],"domain_scores_gemma":[0.99821305,0.00020266304,0.00042939757,0.0004375679,0.0000706727,0.00064662786],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006828614,0.00030392158,0.00046620375,0.0001881351,0.0002894636,0.000078233505,0.00020666687,0.00019485055,0.0002760542],"category_scores_gemma":[0.000018215194,0.00031295576,0.0001815528,0.00020755353,0.00009858811,0.00027851915,0.000041116367,0.0002886382,0.00028754762],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013335541,0.049644995,0.009323251,0.011024994,0.00021467223,0.000019357229,0.018690692,0.000019903751,0.00011728123,0.12812258,0.07275604,0.6967307],"study_design_scores_gemma":[0.11449629,0.4009388,0.20761177,0.02244722,0.00075539853,0.0005460444,0.11735513,0.007194639,0.004966709,0.050682195,0.06620638,0.0067994273],"about_ca_topic_score_codex":0.00037847867,"about_ca_topic_score_gemma":0.000046643137,"teacher_disagreement_score":0.6899313,"about_ca_system_score_codex":0.00048522395,"about_ca_system_score_gemma":0.00016196842,"threshold_uncertainty_score":0.9999322},"labels":[],"label_agreement":null},{"id":"W2996174235","doi":"10.2196/14435","title":"Efficacy and Safety of an mHealth App and Wearable Device in Physical Performance for Patients With Hepatocellular Carcinoma: Development and Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Physical therapy; Quality of life (healthcare); Body mass index; Physical fitness; Lean body mass; Rehabilitation; Usability; Aerobic exercise; Physical medicine and rehabilitation; Gerontology; Internal medicine; Psychological intervention; Nursing; Body weight; Computer science","score_opus":0.027437668820695524,"score_gpt":0.32005253033247155,"score_spread":0.292614861511776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996174235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99532884,0.0007569327,0.0000037732843,0.00012199491,0.000043489745,0.0036846048,0.00001583114,0.000015527417,0.000028992568],"genre_scores_gemma":[0.99923533,0.00016318494,0.0002353328,0.00016767943,0.000034132332,0.000103183316,0.000025317111,0.000019721807,0.000016119264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983031,0.00009254385,0.00041408854,0.0005291146,0.0002478203,0.00041328912],"domain_scores_gemma":[0.9989279,0.000113183516,0.00014564478,0.00023530282,0.00009804523,0.0004799176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006459021,0.00020184722,0.00061349815,0.00009120269,0.00016563314,0.000011143571,0.000039263752,0.00006567848,0.0000018287406],"category_scores_gemma":[0.0000117381705,0.0001582687,0.000011372375,0.00017103014,0.00008685101,0.000121843004,0.000041200747,0.00020794112,3.1720643e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040290323,0.0009360939,0.94044805,0.006501089,0.000008650304,0.000001046776,0.010047296,5.553953e-7,0.0000020825005,0.000013792954,0.0000014697064,0.038010847],"study_design_scores_gemma":[0.010179239,0.0062455065,0.9801783,0.00019927653,0.00004353553,0.000005417767,0.0018036809,0.000990192,0.000016907738,0.0000051347056,0.00019210977,0.0001407172],"about_ca_topic_score_codex":0.0009695844,"about_ca_topic_score_gemma":0.00096779066,"teacher_disagreement_score":0.03973024,"about_ca_system_score_codex":0.0001146318,"about_ca_system_score_gemma":0.00048965256,"threshold_uncertainty_score":0.645401},"labels":[],"label_agreement":null},{"id":"W2996256038","doi":"10.2196/16063","title":"Automatic Work-Hours Recorder for Medical Staff (Staff Hours): Mobile App Development","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health Research Institutes; Ministry of Science and Technology, Taiwan","keywords":"Overtime; Work hours; Medicine; Working hours; Work (physics); Workload; Work shift; Medical emergency; Nursing; Computer science; Operations management; Engineering","score_opus":0.031697867538334604,"score_gpt":0.37258213184131667,"score_spread":0.3408842643029821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996256038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857921,0.002830166,0.0004938991,0.0015044893,0.0024754978,0.002884441,0.000018631441,0.00035186042,0.003648931],"genre_scores_gemma":[0.9902475,0.0003426988,0.0038155718,0.0021083541,0.00037408023,0.0015018295,0.000115277006,0.00010460372,0.0013901115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963843,0.00020917898,0.0008919379,0.0007286729,0.0004804317,0.0013054668],"domain_scores_gemma":[0.9975729,0.00043104647,0.00031917338,0.00050212024,0.000079496705,0.0010952507],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012043683,0.0003480499,0.00058071286,0.0002180968,0.00029372613,0.00003628172,0.00028677174,0.00056906376,0.0029358524],"category_scores_gemma":[0.000039228646,0.0003063575,0.000083530664,0.00041456163,0.000086914006,0.00007998743,0.00005739517,0.0006443913,0.0008002927],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034063042,0.00071080483,0.021653019,0.0002794075,0.000089661306,0.000008563955,0.005737044,0.0000038968747,2.1444067e-7,0.0005276915,0.04799343,0.92265564],"study_design_scores_gemma":[0.058931686,0.018638123,0.35667,0.009177032,0.00072256196,0.00021584451,0.03274294,0.0018959292,0.000037169837,0.00082744873,0.5138395,0.0063017807],"about_ca_topic_score_codex":0.000097964374,"about_ca_topic_score_gemma":0.00008098963,"teacher_disagreement_score":0.9163539,"about_ca_system_score_codex":0.00015859843,"about_ca_system_score_gemma":0.0008912375,"threshold_uncertainty_score":0.9999777},"labels":[],"label_agreement":null},{"id":"W2996272571","doi":"10.2196/16956","title":"The Arabic Version of the Mobile App Rating Scale: Development and Validation Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"American University of Beirut","keywords":"Rating scale; Scale (ratio); Mobile apps; Arabic; Computer science; Mobile phone; mHealth; Psychology; Applied psychology; World Wide Web; Psychological intervention; Psychiatry; Developmental psychology; Geography; Telecommunications; Cartography","score_opus":0.044017226978057114,"score_gpt":0.4258056289039739,"score_spread":0.3817884019259168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996272571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830101,0.0011878494,0.000020507268,0.0021203766,0.0006393611,0.01189274,0.000013851191,0.00006212618,0.0010531027],"genre_scores_gemma":[0.99100304,0.0012143516,0.00022897408,0.0012621641,0.00013038944,0.005180271,0.000016182657,0.000026934444,0.00093770016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960079,0.0009025179,0.0012914097,0.00047853283,0.000451804,0.00086780434],"domain_scores_gemma":[0.9968078,0.0009414463,0.0008787773,0.0006504845,0.0001990995,0.00052236],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031863728,0.000213878,0.00039252525,0.00008545533,0.0039795977,0.000015616446,0.00024574436,0.00016943555,0.000041239397],"category_scores_gemma":[0.00007823976,0.00012885689,0.000032597538,0.00042232915,0.00011252399,0.000099768695,0.00020778313,0.00078063615,0.00007356775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032322624,0.0003279736,0.83520585,0.005876099,0.000013575546,1.7724757e-7,0.013566043,0.000009521765,0.00004634556,0.001995806,0.0036162483,0.13901913],"study_design_scores_gemma":[0.0023316906,0.0004640867,0.83754754,0.00025085796,0.00003331739,0.0000027139113,0.015539092,0.000202037,0.000037362017,0.00016828015,0.14325917,0.00016387853],"about_ca_topic_score_codex":0.00033556114,"about_ca_topic_score_gemma":0.000419841,"teacher_disagreement_score":0.13964291,"about_ca_system_score_codex":0.00021884235,"about_ca_system_score_gemma":0.0019519097,"threshold_uncertainty_score":0.9973171},"labels":[],"label_agreement":null},{"id":"W2996277841","doi":"10.2196/15780","title":"The Development of a Mobile Health App for Breast Cancer Self-Management Support in Taiwan: Design Thinking Approach","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University of Science and Technology; National Taiwan University","keywords":"mHealth; Thematic analysis; Self-management; Breast cancer; Peer support; Focus group; Psychology; Credibility; Social support; Applied psychology; Medicine; Computer science; Qualitative research; Nursing; Cancer; Social psychology; Psychological intervention","score_opus":0.03582460041143845,"score_gpt":0.35278836376910255,"score_spread":0.3169637633576641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996277841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8901823,0.021773033,0.01609078,0.017468361,0.0022552244,0.04630163,0.00027991814,0.0004329455,0.0052157724],"genre_scores_gemma":[0.98360974,0.0013812297,0.009603142,0.0018548215,0.00010060295,0.0029974051,0.0000348328,0.000035882986,0.00038232259],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99770796,0.00009864348,0.0007220112,0.0003994698,0.0003735446,0.00069838733],"domain_scores_gemma":[0.9989235,0.00006894835,0.00029860728,0.00029666937,0.00008382419,0.000328483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020600297,0.00018979999,0.00051618554,0.00013687824,0.0002772782,0.000017522743,0.00013057607,0.00007783284,0.000018204499],"category_scores_gemma":[0.0000023230677,0.00013654755,0.000053025477,0.00029580542,0.000033935852,0.00004903677,0.00005064317,0.0002169567,0.000002549521],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033629963,0.0010288605,0.050147276,0.046121288,0.00015195516,0.0000028890702,0.097391486,0.00010069736,0.000007856729,0.0037842225,0.003924349,0.7939761],"study_design_scores_gemma":[0.024545144,0.007410409,0.58894366,0.0024933682,0.00032340595,0.00015722813,0.100730665,0.005645423,0.00008000313,0.0009379812,0.26729572,0.0014369907],"about_ca_topic_score_codex":0.00034347194,"about_ca_topic_score_gemma":0.00078115077,"teacher_disagreement_score":0.7925391,"about_ca_system_score_codex":0.00054775836,"about_ca_system_score_gemma":0.0024654623,"threshold_uncertainty_score":0.55682474},"labels":[],"label_agreement":null},{"id":"W2996348012","doi":"10.2196/15086","title":"Patients’ Measurement Priorities for Remote Measurement Technologies to Aid Chronic Health Conditions: Qualitative Analysis","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innovative Medicines Initiative; European Commission; King's College London; Department of Health and Social Care; National Institute for Health and Care Research; European Federation of Pharmaceutical Industries and Associations","keywords":"Thematic analysis; Epilepsy; mHealth; Operationalization; Major depressive disorder; Focus group; Medicine; Psychology; Telemedicine; Applied psychology; Mobile phone; Intervention (counseling); Health care; Qualitative research; Psychiatry; Mood; Psychological intervention; Computer science","score_opus":0.20467160096269113,"score_gpt":0.47614203725513415,"score_spread":0.27147043629244305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996348012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86067635,0.017452953,0.003986733,0.09508416,0.00040690784,0.02075317,0.00065013,0.00062806264,0.0003615312],"genre_scores_gemma":[0.990052,0.003792952,0.0034157285,0.0017670086,0.00009211671,0.0006664242,0.00008258803,0.00003272867,0.000098486795],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952284,0.00030704716,0.0008749651,0.0007508701,0.0016895325,0.0011491881],"domain_scores_gemma":[0.9967978,0.00021263672,0.0003371025,0.00057040714,0.0014468853,0.00063517515],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003792956,0.00031888403,0.0011119145,0.0008107553,0.00054065196,0.000034926077,0.00014465027,0.00011432674,0.000023631774],"category_scores_gemma":[0.0010932254,0.00026624676,0.00017874673,0.0009413943,0.00014562123,0.00009811281,0.000108118904,0.00033510692,0.000029878061],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062663984,0.0025303497,0.15763724,0.07454379,0.005700931,0.0000032704902,0.069574356,0.000094886935,0.001429412,0.0042573,0.07168195,0.60628015],"study_design_scores_gemma":[0.012491241,0.01567991,0.90756154,0.0017434543,0.0006115935,0.0000018097027,0.021480506,0.0010796742,0.0001824517,0.0007187939,0.03777949,0.0006695106],"about_ca_topic_score_codex":0.00068562326,"about_ca_topic_score_gemma":0.0012161855,"teacher_disagreement_score":0.7499243,"about_ca_system_score_codex":0.003332824,"about_ca_system_score_gemma":0.0020235693,"threshold_uncertainty_score":0.99997896},"labels":[],"label_agreement":null},{"id":"W2996491802","doi":"10.2196/16030","title":"A Men Who Have Sex With Men–Friendly Doctor Finder Hackathon in Guangzhou, China: Development of a Mobile Health Intervention to Enhance Health Care Utilization","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; South China University of Technology; National Natural Science Foundation of China; Central Michigan University; City University of Hong Kong; National Science Foundation","keywords":"mHealth; Men who have sex with men; Health care; Health promotion; Social media; Medicine; Public health; Medical education; Psychology; Nursing; Family medicine; Psychological intervention; Computer science; Political science; World Wide Web","score_opus":0.01428394183736645,"score_gpt":0.3331533115872845,"score_spread":0.31886936974991803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996491802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797782,0.004518186,0.011842499,0.0007294861,0.00016111112,0.0021318733,0.000028081466,0.00014653867,0.00066406146],"genre_scores_gemma":[0.99548656,0.00046969418,0.002880215,0.00020715989,0.000053857133,0.00041369925,0.00012293507,0.00004207708,0.0003238001],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99796236,0.00006631389,0.0007327016,0.0003753677,0.0002745712,0.0005886762],"domain_scores_gemma":[0.9990697,0.000019404277,0.00015329447,0.00023274537,0.000043888704,0.00048097133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053593295,0.00022695832,0.0004770174,0.0002829179,0.000084554515,0.000016024733,0.00009992693,0.00009892453,0.000025106297],"category_scores_gemma":[0.000006264079,0.00020535091,0.000022496066,0.00041297948,0.000019736197,0.000109653556,0.000028558325,0.00024427465,0.000009452082],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018039947,0.0003618176,0.0067302864,0.038601086,0.00003226864,9.3562403e-7,0.13847493,0.0029276519,0.00008584059,0.00018003014,0.008661512,0.8037632],"study_design_scores_gemma":[0.004316885,0.00810942,0.83884984,0.005761944,0.00002125147,0.000016568261,0.03384076,0.047906846,0.001596997,0.00004294959,0.05815369,0.0013828224],"about_ca_topic_score_codex":0.00069649704,"about_ca_topic_score_gemma":0.00081030856,"teacher_disagreement_score":0.8321196,"about_ca_system_score_codex":0.00072400493,"about_ca_system_score_gemma":0.00057995867,"threshold_uncertainty_score":0.8373967},"labels":[],"label_agreement":null},{"id":"W2996530372","doi":"10.2196/15678","title":"Wound Care Knowledge, Attitudes, and Practices and Mobile Health Technology Use in the Home Environment: Cross-Sectional Survey of Social Network Users","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Yen Tjing Ling Medical Foundation","keywords":"mHealth; Wound care; Health care; Medicine; Cross-sectional study; Government (linguistics); Mobile technology; Nursing; Family medicine; Mobile device; Psychological intervention; Intensive care medicine","score_opus":0.10692895745815817,"score_gpt":0.4857511878104763,"score_spread":0.37882223035231816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996530372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868618,0.007971303,0.000014047027,0.0008470201,0.00033639072,0.003590088,0.000087901004,0.000036179226,0.00025523585],"genre_scores_gemma":[0.9940632,0.0036086095,0.00012350548,0.0011616349,0.000107046064,0.0004445238,0.00007893372,0.000019394183,0.0003931391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961671,0.0016882281,0.00075359404,0.00049002777,0.00022717402,0.00067387166],"domain_scores_gemma":[0.9977822,0.00074036577,0.0009402089,0.00027850212,0.00007651633,0.00018222684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035614122,0.00018666768,0.00044876517,0.00019551103,0.0009497321,0.000035895413,0.00015809765,0.0002636,0.00006554508],"category_scores_gemma":[0.000059194183,0.00015295092,0.000023793784,0.00030844111,0.00021091432,0.0002337176,0.000245417,0.000781445,0.000014657196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016219051,0.00013259296,0.9836083,0.0039973925,0.000017919105,5.410688e-7,0.0062272344,0.000008387514,6.411384e-7,0.0026030564,0.0010541192,0.0021876195],"study_design_scores_gemma":[0.001334177,0.00036297378,0.94770426,0.000060309005,0.000009196055,0.0000025505803,0.0028036085,0.000023159706,4.1245116e-8,0.00014509371,0.047445405,0.00010921321],"about_ca_topic_score_codex":0.0025562607,"about_ca_topic_score_gemma":0.007027968,"teacher_disagreement_score":0.046391286,"about_ca_system_score_codex":0.00016711658,"about_ca_system_score_gemma":0.00048189994,"threshold_uncertainty_score":0.7304667},"labels":[],"label_agreement":null},{"id":"W2996599679","doi":"10.2196/16316","title":"The Swedish Version of the Electronic Health Literacy Scale: Prospective Psychometric Evaluation Study Including Thresholds Levels","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet","keywords":"eHealth; Cronbach's alpha; Health literacy; Psychology; Ceiling effect; Population; Exploratory factor analysis; Convergent validity; Reliability (semiconductor); Gerontology; Clinical psychology; Literacy; Psychometrics; Scale (ratio); Health care; Medicine; Alternative medicine","score_opus":0.10171520394508805,"score_gpt":0.5194798608439141,"score_spread":0.417764656898826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996599679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97588825,0.0020549968,0.000064830514,0.0053102407,0.0018167215,0.012171378,0.00006024553,0.000068509085,0.002564823],"genre_scores_gemma":[0.993257,0.00070987904,0.00006190955,0.004725672,0.00021674935,0.0005724376,0.000022399085,0.000026931193,0.00040703543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99044883,0.0033559352,0.0027974423,0.0005993598,0.0013083844,0.0014900409],"domain_scores_gemma":[0.99411136,0.0009816547,0.0023967694,0.0010870699,0.00095935934,0.00046378883],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018670924,0.0002990182,0.0006261233,0.00031043508,0.004441092,0.00005531994,0.00053799426,0.00017708266,0.00021922884],"category_scores_gemma":[0.0004075285,0.00017321053,0.00009475077,0.0021235647,0.00011728418,0.0009634657,0.00028264252,0.0017744562,0.00008374968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003694523,0.0002698687,0.91756016,0.0020193574,0.0000141049095,1.9920012e-8,0.0194508,0.000004148531,0.0000017793636,0.0011380936,0.0020314408,0.057140768],"study_design_scores_gemma":[0.0030972331,0.00093055074,0.9728872,0.00032357505,0.000024574667,0.000001916427,0.0065363715,0.0022214039,0.0000019143388,0.0011499731,0.012679935,0.0001453319],"about_ca_topic_score_codex":0.00065708364,"about_ca_topic_score_gemma":0.00047907923,"teacher_disagreement_score":0.056995437,"about_ca_system_score_codex":0.0017312862,"about_ca_system_score_gemma":0.005257089,"threshold_uncertainty_score":0.99685496},"labels":[],"label_agreement":null},{"id":"W2996627455","doi":"10.2196/15028","title":"Forecasting Mood in Bipolar Disorder From Smartphone Self-assessments: Hierarchical Bayesian Approach","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innovationsfonden","keywords":"Bipolar disorder; Mood; Bayesian probability; Psychology; Clinical psychology; Computer science; Artificial intelligence","score_opus":0.0482008850788447,"score_gpt":0.3960958298332389,"score_spread":0.3478949447543942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996627455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978775,0.0023535911,0.0005992258,0.0014031469,0.0011119071,0.0015336045,0.00015830513,0.00014365747,0.013921511],"genre_scores_gemma":[0.9935669,0.000046719866,0.004004564,0.0010890923,0.00015299566,0.00033499065,0.00019371322,0.000058530943,0.0005524943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964599,0.00037155242,0.00094766443,0.0008108927,0.0002889109,0.0011210897],"domain_scores_gemma":[0.9983233,0.00021296473,0.00027222693,0.00047375914,0.000027731614,0.0006899955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061424234,0.00029273448,0.0005066986,0.00029503158,0.00017817701,0.000053345844,0.00022439849,0.00022848428,0.00031129018],"category_scores_gemma":[0.000012768404,0.000287279,0.00008128713,0.0004647414,0.000055757584,0.00025001905,0.00010968161,0.000750237,0.00019597713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065921753,0.005343169,0.73256946,0.0026197399,0.000060167393,0.00001651854,0.004569502,0.000004653562,0.000002290564,0.012639448,0.0009292416,0.24058658],"study_design_scores_gemma":[0.0063702506,0.0023721464,0.9624122,0.00030422187,0.000037970545,0.000056457902,0.00217543,0.0081221415,0.000002053959,0.0054142145,0.012178036,0.0005548951],"about_ca_topic_score_codex":0.0030132905,"about_ca_topic_score_gemma":0.00060478033,"teacher_disagreement_score":0.24003169,"about_ca_system_score_codex":0.00029403914,"about_ca_system_score_gemma":0.00022397493,"threshold_uncertainty_score":0.9999579},"labels":[],"label_agreement":null},{"id":"W2996632004","doi":"10.2196/16217","title":"Alcohol Avoidance Training as a Mobile App for Problem Drinkers: Longitudinal Feasibility Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Twente; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universiteit van Amsterdam","keywords":"mHealth; Medicine; Craving; Alcohol consumption; Alcohol use disorder; Alcohol; Session (web analytics); Retraining; Clinical psychology; Psychology; Psychological intervention; Psychiatry; Addiction; Computer science","score_opus":0.12933465172065883,"score_gpt":0.42974902370507606,"score_spread":0.30041437198441723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996632004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872053,0.0011691939,0.000019689389,0.0006757068,0.00017819383,0.009828865,0.0000068364775,0.00016162937,0.00075453415],"genre_scores_gemma":[0.99504435,0.00016655157,0.0010860822,0.0008560041,0.00017481387,0.001150787,0.00002973066,0.00003744267,0.0014542319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977067,0.000071822506,0.0004933966,0.000690766,0.0003064896,0.00073081057],"domain_scores_gemma":[0.99856126,0.00019996092,0.00019040186,0.00044113165,0.00009628332,0.0005109803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007603439,0.000272779,0.0007133076,0.00010887292,0.0002329435,0.000023719555,0.00008059164,0.000097849355,0.000078231315],"category_scores_gemma":[0.000031485015,0.00021433065,0.00010805778,0.00021821684,0.000051964416,0.00014092398,0.000021892432,0.00025256674,0.000057745416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018596327,0.000993835,0.97011966,0.0011591688,0.00006342513,0.000013205466,0.012130827,0.0000019429083,0.000020836567,0.00017826284,0.00030599363,0.013153224],"study_design_scores_gemma":[0.017487094,0.008057496,0.95595795,0.00020577274,0.0002247953,0.00005282282,0.016112031,0.00009617814,0.00001970746,0.00035864234,0.0011719672,0.0002555697],"about_ca_topic_score_codex":0.00007221467,"about_ca_topic_score_gemma":0.00018576125,"teacher_disagreement_score":0.01562746,"about_ca_system_score_codex":0.0002455015,"about_ca_system_score_gemma":0.00057430775,"threshold_uncertainty_score":0.874015},"labels":[],"label_agreement":null},{"id":"W2996675142","doi":"10.2196/15294","title":"Volumetric Food Quantification Using Computer Vision on a Depth-Sensing Smartphone: Preclinical Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Inselspital, Universitätsspital Bern","keywords":"Meal; Approximation error; Mean absolute error; Content (measure theory); Limits of agreement; Food science; Portion size; Computer science; Statistics; Mathematics; Chemistry; Medicine; Mean squared error; Nuclear medicine","score_opus":0.1411499475066218,"score_gpt":0.44467465574960074,"score_spread":0.30352470824297895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996675142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949404,0.00071640546,0.000313201,0.0016262726,0.0005103148,0.0016379184,0.000007939226,0.00005477057,0.00019279927],"genre_scores_gemma":[0.99499905,0.00023768062,0.0023813634,0.0018298565,0.00045610534,0.000007959643,0.000025164169,0.000021442851,0.000041360254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981167,0.00012992675,0.0005142264,0.0004906152,0.00037419744,0.00037435486],"domain_scores_gemma":[0.99883527,0.00024251963,0.00017964219,0.0002728589,0.00012147312,0.00034821112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005860229,0.00016310869,0.0004570208,0.0002037118,0.00028293487,0.000026809901,0.000038111604,0.000095458825,0.0000121546445],"category_scores_gemma":[0.000042131032,0.00013585096,0.00006229589,0.0003988001,0.00003586828,0.000052097235,0.00004591448,0.000292646,0.000054516255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005373788,0.0064996453,0.78649825,0.003440996,0.00012924672,0.00002601467,0.00083967566,0.0000362722,0.00012382348,0.0004935908,0.0075621516,0.18897653],"study_design_scores_gemma":[0.0039219838,0.012108616,0.9736967,0.0002187926,0.00006888009,0.000034831664,0.00030328485,0.007597752,0.0000045093193,0.000050907434,0.0018623655,0.000131357],"about_ca_topic_score_codex":0.00014644177,"about_ca_topic_score_gemma":0.000047621495,"teacher_disagreement_score":0.18884517,"about_ca_system_score_codex":0.00013796904,"about_ca_system_score_gemma":0.00014809165,"threshold_uncertainty_score":0.5539841},"labels":[],"label_agreement":null},{"id":"W2997063266","doi":"10.2196/15935","title":"Social, Organizational, and Technological Factors Impacting Clinicians’ Adoption of Mobile Health Tools: Systematic Literature Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":316,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Systematic review; MEDLINE; Workflow; Health care; Personalization; Cochrane Library; Usability; Knowledge management; Psychology; Medicine; Psychological intervention; Nursing; Business; Marketing; Computer science; Political science","score_opus":0.22423049821528168,"score_gpt":0.54166525795577,"score_spread":0.31743475974048835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997063266","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010019531,0.9573636,0.000038765345,0.0013080599,0.00037561756,0.039554726,0.0008403852,0.00028129973,0.0001373724],"genre_scores_gemma":[0.0002468529,0.97492415,0.0002447476,0.003913457,0.00037690494,0.017791465,0.0021383786,0.00016701897,0.0001970352],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98521256,0.003983193,0.006874099,0.001378942,0.0006803327,0.0018708962],"domain_scores_gemma":[0.9850098,0.003582033,0.008401651,0.0010360403,0.00057560176,0.0013949133],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006356353,0.0010390321,0.007905487,0.00072808977,0.0022634065,0.000041544517,0.0004781515,0.0019622177,0.00006761791],"category_scores_gemma":[0.0012334461,0.00076936744,0.00037606666,0.0022988282,0.00025778328,0.00025167197,0.0002777079,0.0036712876,0.000094941024],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008762619,0.000102300946,0.000166022,0.76866114,0.00003235871,7.379892e-7,0.00051669776,2.449929e-8,1.6492772e-8,0.003948944,0.00392014,0.22264285],"study_design_scores_gemma":[0.00039302613,0.00045394662,0.00021646386,0.468489,0.0006272433,0.000034051394,0.00096286763,0.0000032969872,6.249512e-9,0.00007451198,0.52836204,0.0003835764],"about_ca_topic_score_codex":0.00006170741,"about_ca_topic_score_gemma":0.000023889654,"teacher_disagreement_score":0.5244419,"about_ca_system_score_codex":0.0009576512,"about_ca_system_score_gemma":0.007948296,"threshold_uncertainty_score":0.9994757},"labels":[],"label_agreement":null},{"id":"W2997662434","doi":"10.2196/15060","title":"Making Self-Management Mobile Health Apps Accessible to People With Disabilities: Qualitative Single-Subject Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; National Center for Chronic Disease Prevention and Health Promotion; National Institutes of Health","keywords":"mHealth; Psychology; Internet privacy; Mobile apps; Self-management; Applied psychology; Qualitative research; Medicine; Psychological intervention; Computer science; Medical education; World Wide Web; Psychiatry","score_opus":0.17502725634801938,"score_gpt":0.5224094915134178,"score_spread":0.34738223516539835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997662434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89413446,0.0016331256,0.003128697,0.03496467,0.00047971105,0.058204282,0.00026745125,0.0014288172,0.005758802],"genre_scores_gemma":[0.8904815,0.0008915263,0.006263124,0.04702439,0.00060385186,0.054265704,0.00007702294,0.00014677511,0.00024612455],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9890809,0.002624026,0.0025162313,0.0018464522,0.00095832936,0.0029740604],"domain_scores_gemma":[0.9917243,0.0013984243,0.0011370264,0.0010207354,0.0003156535,0.004403867],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003203377,0.0007187517,0.001536863,0.00038290152,0.0037386368,0.000064915774,0.0005613178,0.00023002096,0.00022242602],"category_scores_gemma":[0.00015691074,0.000617453,0.000082822786,0.0022860602,0.000105319676,0.00031803056,0.0003977655,0.0014300859,0.00037027014],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023147783,0.0030620885,0.05872885,0.03626713,0.00011558257,0.000008582814,0.78826845,0.00007382049,0.0000018663841,0.007754975,0.030072521,0.07333137],"study_design_scores_gemma":[0.0062539103,0.015709518,0.038706355,0.0008520692,0.00013634043,0.000006935929,0.75202876,0.00028978448,8.4554057e-7,0.00033290268,0.18477722,0.00090535136],"about_ca_topic_score_codex":0.0014273294,"about_ca_topic_score_gemma":0.0026656524,"teacher_disagreement_score":0.1547047,"about_ca_system_score_codex":0.001243395,"about_ca_system_score_gemma":0.0029198537,"threshold_uncertainty_score":0.9996277},"labels":[],"label_agreement":null},{"id":"W2997927904","doi":"10.2196/15549","title":"Intervention and Evaluation of Mobile Health Technologies in Management of Patients Undergoing Chronic Dialysis: Scoping Review","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"mHealth; Medicine; Intervention (counseling); Dialysis; Telehealth; Intensive care medicine; Psychological intervention; eHealth; Telemedicine; Health care; Nursing; Surgery; Political science","score_opus":0.08032406626492143,"score_gpt":0.4973641092543907,"score_spread":0.41704004298946923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997927904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77707076,0.19339447,0.000048660673,0.0011421075,0.00022116785,0.027549295,0.00003261694,0.00007398938,0.00046692297],"genre_scores_gemma":[0.7326608,0.2564682,0.00023111561,0.00031842425,0.000012893057,0.010190633,0.00007393953,0.000018517383,0.000025540141],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9947125,0.0009906774,0.0024292313,0.0005488966,0.0005395167,0.000779189],"domain_scores_gemma":[0.99676645,0.00031828447,0.0018712789,0.0005270902,0.00029273055,0.00022417374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005814189,0.0002115765,0.0009538669,0.00039785614,0.0002863318,0.0000030227475,0.00014705378,0.00017838884,0.000091633825],"category_scores_gemma":[0.000080463105,0.00020168287,0.000055630626,0.00070846267,0.00007921063,0.00014236858,0.0001588375,0.00045557402,0.0000137771185],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060036084,0.00022983685,0.0949095,0.4600905,0.000012368417,7.694927e-8,0.00044317087,0.000013317531,8.4697365e-7,0.0017788627,0.00015803431,0.44230345],"study_design_scores_gemma":[0.014686648,0.0036632498,0.5617351,0.40503812,0.00029405727,0.0000013244509,0.008662076,0.0013164268,0.0000074130267,0.0018017896,0.0023177194,0.00047606736],"about_ca_topic_score_codex":0.0004092751,"about_ca_topic_score_gemma":0.00083684013,"teacher_disagreement_score":0.4668256,"about_ca_system_score_codex":0.0007350548,"about_ca_system_score_gemma":0.0021214285,"threshold_uncertainty_score":0.8224389},"labels":[],"label_agreement":null},{"id":"W2999015295","doi":"10.2196/14213","title":"A Gig mHealth Economy Framework: Scoping Review of Internet Publications","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; The Internet; Internet privacy; eHealth; Gig economy; Business; Computer science; World Wide Web; Medicine; Health care; Psychological intervention; Sociology; Economic growth; Nursing; Precarity; Economics","score_opus":0.09604903393332219,"score_gpt":0.40940878825683275,"score_spread":0.31335975432351054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999015295","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025718406,0.0645937,0.008396904,0.49433267,0.00040787275,0.0058669047,0.00007649828,0.00041368447,0.40019336],"genre_scores_gemma":[0.88026595,0.08089192,0.00089230516,0.037379928,0.0002769749,0.00013732386,0.000043786316,0.000012651333,0.00009913077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838805,0.00014288966,0.0006965274,0.00024082056,0.00013201108,0.00039972283],"domain_scores_gemma":[0.99855936,0.00015649085,0.00035167308,0.00013111239,0.00009365461,0.0007077287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009066042,0.000104728955,0.0003463315,0.00006659495,0.00026767,0.00006757082,0.00018326525,0.00009342063,0.00023235689],"category_scores_gemma":[0.00019101962,0.000108125016,0.000053573196,0.00040788218,0.00014399408,0.00066712353,0.000022859427,0.000218071,0.000037160677],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041323634,0.000115143004,0.004786814,0.111255825,0.000013833657,3.1189978e-7,0.022688204,9.225853e-7,6.237326e-8,0.71272314,0.010952429,0.137422],"study_design_scores_gemma":[0.001530486,0.0011590746,0.011080561,0.11044906,0.00012222042,0.0000060088464,0.0067003593,0.00043377528,0.000010314844,0.022842664,0.8446695,0.0009959586],"about_ca_topic_score_codex":0.0002741757,"about_ca_topic_score_gemma":0.00019578083,"teacher_disagreement_score":0.85454756,"about_ca_system_score_codex":0.000078373916,"about_ca_system_score_gemma":0.0014204615,"threshold_uncertainty_score":0.440921},"labels":[],"label_agreement":null},{"id":"W2999035741","doi":"10.2196/17767","title":"Efficacy of the Digital Therapeutic Mobile App BioBase to Reduce Stress and Improve Mental Well-Being Among University Students: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Anxiety; mHealth; Randomized controlled trial; Guided imagery; Mental health; DASS; Clinical psychology; Bibliotherapy; Perceived Stress Scale; Medicine; Depression (economics); Psychology; Intervention (counseling); Well-being; Physical therapy; Psychological intervention; Psychiatry; Stress (linguistics); Psychotherapist; Internal medicine","score_opus":0.024402135063592952,"score_gpt":0.3801917381165535,"score_spread":0.35578960305296053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999035741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98209304,0.00041708266,0.00001891958,0.00258939,0.00094581954,0.012111725,0.00016450549,0.00005389875,0.0016056208],"genre_scores_gemma":[0.99800456,0.00004035848,0.000010160165,0.0008680477,0.00011003826,0.00025831623,0.000014635937,0.00002150565,0.0006723576],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973861,0.000547731,0.00082326774,0.00047260878,0.00030632556,0.00046394116],"domain_scores_gemma":[0.99805754,0.00045131057,0.00049098005,0.00025751351,0.000039437196,0.00070321804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057291414,0.00022811847,0.00094403425,0.00009304002,0.00026485758,0.00006726585,0.00028773802,0.00009501683,0.00004400051],"category_scores_gemma":[0.00006636752,0.0001659779,0.00024026679,0.0002606618,0.00029370445,0.0001466779,0.00019411299,0.00025870503,0.000012199375],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96997654,0.0015280219,0.0025140732,0.00056125567,0.0001933515,0.000004623132,0.0067416574,9.908582e-7,0.000008664247,0.0023267763,0.0002831303,0.015860887],"study_design_scores_gemma":[0.9776911,0.0030274412,0.013861699,0.00020207296,0.000177612,0.0000030523186,0.004120979,0.00004035685,0.0000423127,0.00009472946,0.0005517544,0.00018687664],"about_ca_topic_score_codex":0.00022706909,"about_ca_topic_score_gemma":0.000018934259,"teacher_disagreement_score":0.015911542,"about_ca_system_score_codex":0.00010743407,"about_ca_system_score_gemma":0.00012266597,"threshold_uncertainty_score":0.6768382},"labels":[],"label_agreement":null},{"id":"W3000510368","doi":"10.2196/12651","title":"Perspectives of People Who Are Overweight and Obese on Using Wearable Technology for Weight Management: Systematic Review","year":2019,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Oxford","keywords":"Psychological intervention; Overweight; Systematic review; Medicine; Weight management; Critical appraisal; Wearable computer; Randomized controlled trial; Wearable technology; Checklist; mHealth; Qualitative research; Data extraction; Cochrane Library; MEDLINE; Physical therapy; Psychology; Alternative medicine; Obesity; Nursing; Computer science","score_opus":0.09773787557215251,"score_gpt":0.48531332263382587,"score_spread":0.38757544706167335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000510368","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000050181003,0.9429459,0.000080301346,0.0015037868,0.00035679695,0.05375582,0.0004384484,0.00012155395,0.00074723223],"genre_scores_gemma":[0.000032461347,0.9635664,0.000696638,0.0018224636,0.00023297733,0.03215017,0.00006890851,0.00015377486,0.0012761824],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9916459,0.0011573822,0.0035989329,0.0014057717,0.0004426415,0.0017493727],"domain_scores_gemma":[0.99088544,0.0015071733,0.0047633727,0.0015090088,0.0003846966,0.0009502928],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025470834,0.00085151097,0.0075802403,0.0010964767,0.0014603081,0.000012683109,0.00045242417,0.0010519455,0.00004727627],"category_scores_gemma":[0.0002863243,0.0006664607,0.000311338,0.001345726,0.00015025366,0.00010587949,0.00022560824,0.0015788085,0.00007030923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003749165,0.00013444813,0.00003966885,0.9369057,0.0000771248,0.0000011597733,0.00040016475,5.7887004e-8,7.890608e-9,0.021477042,0.0021584758,0.03876869],"study_design_scores_gemma":[0.0007845371,0.0002794101,0.00003576586,0.66730374,0.002171282,0.000020643427,0.0016540675,0.00003065419,1.0855636e-8,0.0003177071,0.32706463,0.00033755228],"about_ca_topic_score_codex":0.000089948226,"about_ca_topic_score_gemma":0.000044900942,"teacher_disagreement_score":0.32490614,"about_ca_system_score_codex":0.0008037386,"about_ca_system_score_gemma":0.0023713764,"threshold_uncertainty_score":0.99983966},"labels":[],"label_agreement":null},{"id":"W3000816869","doi":"10.2196/17001","title":"Accurate Measurement of Handwash Quality Using Sensor Armbands: Instrument Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Computer science","score_opus":0.3426221061143753,"score_gpt":0.4684646409371475,"score_spread":0.1258425348227722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000816869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98666084,0.00034210348,0.0007524337,0.009266955,0.00024123208,0.0025367693,0.000020280413,0.000075827935,0.00010353661],"genre_scores_gemma":[0.99636775,0.00013211872,0.00040305994,0.0026796632,0.00032528146,0.000052106443,0.000012209878,0.000021793552,0.000005990779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996842,0.00052968954,0.0010655572,0.00041574874,0.00073966605,0.00040732554],"domain_scores_gemma":[0.9978313,0.000068195644,0.0005366597,0.00025949368,0.00057830184,0.0007260349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017667857,0.00019511496,0.0006543934,0.00011340133,0.00023129633,0.00001674287,0.000047074875,0.00009842907,0.000030981482],"category_scores_gemma":[0.00032541988,0.0001730421,0.00006157591,0.00031008822,0.000042834192,0.000094968134,0.000033559434,0.00032664428,0.000004844128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005582771,0.0021418391,0.9061566,0.021429757,0.00022795027,0.000021317512,0.016717797,0.00018278105,0.0044510625,0.00039820315,0.00042312563,0.042266794],"study_design_scores_gemma":[0.012516051,0.0064679175,0.96576357,0.00035364798,0.0003605613,0.000036232002,0.0063519385,0.00549592,0.0013238954,0.000037109676,0.0009561728,0.00033697343],"about_ca_topic_score_codex":0.0011224366,"about_ca_topic_score_gemma":0.000068897774,"teacher_disagreement_score":0.05960698,"about_ca_system_score_codex":0.00036098945,"about_ca_system_score_gemma":0.0009694272,"threshold_uncertainty_score":0.70564526},"labels":[],"label_agreement":null},{"id":"W3001092303","doi":"10.2196/15478","title":"Supplemental Text Message Support With the National Diabetes Prevention Program: Pragmatic Comparative Effectiveness Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Colorado Department of Public Health and Environment","keywords":"Attendance; Medicine; Weight loss; Randomized controlled trial; Population; Family medicine; Intervention (counseling); Modalities; Nursing; Obesity; Internal medicine; Environmental health","score_opus":0.11643478814433596,"score_gpt":0.4990165740534289,"score_spread":0.382581785909093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001092303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88798684,0.00042274455,0.0003402206,0.05846599,0.00033696997,0.04624478,0.00042205222,0.00046760126,0.005312818],"genre_scores_gemma":[0.9321484,0.00017458462,0.00072471035,0.013923851,0.0008479713,0.051332008,0.0006394261,0.00004665652,0.00016239137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936704,0.002225664,0.0011782988,0.0007484259,0.0007793258,0.0013978919],"domain_scores_gemma":[0.9955647,0.0015554538,0.000897688,0.00027121112,0.00033725076,0.0013737172],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026707733,0.00038594208,0.0007765055,0.00010773122,0.0026512817,0.000035929606,0.00027668124,0.00021555022,0.0005134154],"category_scores_gemma":[0.0001063919,0.0002577437,0.00007729655,0.0006875048,0.00023920271,0.00023064522,0.00010544799,0.0012077129,0.00018040519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.093818985,0.005725382,0.07185962,0.07312643,0.00044825373,0.00000747547,0.05020412,0.00004495854,0.00016044757,0.06936391,0.5327469,0.10249354],"study_design_scores_gemma":[0.103580356,0.017188989,0.17428003,0.00064622314,0.00031413033,0.000009678116,0.009872107,0.0018517843,0.000025688965,0.0014408943,0.68989617,0.0008939364],"about_ca_topic_score_codex":0.000077993,"about_ca_topic_score_gemma":0.00022438927,"teacher_disagreement_score":0.1571493,"about_ca_system_score_codex":0.00034951625,"about_ca_system_score_gemma":0.0036870323,"threshold_uncertainty_score":0.9999875},"labels":[],"label_agreement":null},{"id":"W3001104906","doi":"10.2196/14884","title":"Development of the InCharge Health Mobile App to Improve Adherence to Hydroxyurea in Patients With Sickle Cell Disease: User-Centered Design Approach","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Disease; mHealth; Medicine; Mobile apps; eHealth; Computer science; Internet privacy; Intensive care medicine; World Wide Web; Health care; Internal medicine; Psychological intervention; Nursing","score_opus":0.029989179175235456,"score_gpt":0.294879038718796,"score_spread":0.26488985954356054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001104906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98821044,0.0005239153,0.0012006819,0.0037023635,0.000068545036,0.006113577,0.00004574314,0.000040188424,0.00009454527],"genre_scores_gemma":[0.982497,0.00007085507,0.0068116193,0.010139369,0.00002604551,0.00032780756,0.00003832015,0.000032485957,0.0000565269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976364,0.000120576144,0.00065877195,0.00051108375,0.00041748837,0.0006557179],"domain_scores_gemma":[0.99762946,0.000021408705,0.0002299066,0.00030312245,0.00007138256,0.0017447434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031806563,0.00024103194,0.00050261465,0.000095064985,0.00018155776,0.000010026454,0.00015724516,0.00008117849,0.00000927514],"category_scores_gemma":[0.000025832756,0.00015576946,0.00003564839,0.00064325746,0.000040566993,0.000044306104,0.000101783786,0.00033366572,0.000011001472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020359015,0.009342153,0.6673322,0.03340505,0.000081751255,0.000010916023,0.11029203,0.0010695866,0.00032377805,0.00011368937,0.015168789,0.14250109],"study_design_scores_gemma":[0.015140441,0.0119000655,0.9511665,0.0009982301,0.0000754243,0.0000015429099,0.003891905,0.0012979385,0.00025072263,0.0000082603765,0.014626763,0.0006421941],"about_ca_topic_score_codex":0.00010370428,"about_ca_topic_score_gemma":0.00002192381,"teacher_disagreement_score":0.28383434,"about_ca_system_score_codex":0.00019507034,"about_ca_system_score_gemma":0.0019218966,"threshold_uncertainty_score":0.6352094},"labels":[],"label_agreement":null},{"id":"W3001153747","doi":"10.2196/14897","title":"Smartphone Apps for the Treatment of Mental Disorders: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":202,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Conselleria d'Educació, Investigació, Cultura i Esport; Universitat Jaume I; Ministerio de Educación, Cultura y Deporte; American Concrete Institute Foundation","keywords":"Mental health; mHealth; Smartphone application; Psychology; Computer science; Internet privacy; Psychological intervention; Medicine; Psychiatry; Multimedia","score_opus":0.1481330614010374,"score_gpt":0.5029971906197755,"score_spread":0.3548641292187381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001153747","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013846355,0.96985185,0.000022828253,0.00272564,0.0013376633,0.024215829,0.0013633913,0.000051009538,0.00043039292],"genre_scores_gemma":[0.000032071028,0.98220426,0.000039851315,0.00076674874,0.00013721231,0.015311285,0.00034539812,0.000081617814,0.0010815363],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99551046,0.00053780695,0.0024570206,0.00060623634,0.00023268946,0.0006558129],"domain_scores_gemma":[0.9961266,0.00092369266,0.0017016599,0.00071992795,0.000035550398,0.00049258966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057035015,0.0005501422,0.0037287225,0.000115282455,0.0002630323,0.00002253952,0.00032963502,0.00019050187,0.00007308119],"category_scores_gemma":[0.000040289804,0.0003235237,0.0008909949,0.0003694464,0.000120411845,0.000047168844,0.000039008908,0.00021510328,0.00014885109],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019679095,0.00046094676,3.2946792e-7,0.5418666,0.00015568708,6.5342056e-7,0.00025407912,7.780796e-10,1.6083854e-10,0.001005385,0.0031598844,0.45307678],"study_design_scores_gemma":[0.00047702217,0.0025789018,0.0000036886993,0.28006464,0.0025504539,0.00003737445,0.00012927382,0.0000011619175,7.2759527e-9,0.00008157193,0.71391875,0.00015716821],"about_ca_topic_score_codex":0.00013826726,"about_ca_topic_score_gemma":0.000075499505,"teacher_disagreement_score":0.71075886,"about_ca_system_score_codex":0.00043617724,"about_ca_system_score_gemma":0.00039792215,"threshold_uncertainty_score":0.9999217},"labels":[],"label_agreement":null},{"id":"W3001161520","doi":"10.2196/11567","title":"The Most-Cited Authors Who Published Papers in JMIR mHealth and uHealth Using the Authorship-Weighted Scheme: Bibliometric Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Betweenness centrality; mHealth; Computer science; Bibliometrics; Centrality; Citation; Node (physics); Social network analysis; Scheme (mathematics); Data science; Information retrieval; Data mining; World Wide Web; Social media; Statistics; Psychology; Mathematics","score_opus":0.44396058215574663,"score_gpt":0.5561299710683189,"score_spread":0.11216938891257222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001161520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92159456,0.011220995,0.00047841307,0.06343771,0.00041887342,0.0017962593,0.00011074508,0.00009465341,0.000847805],"genre_scores_gemma":[0.9813936,0.011546793,0.0008734978,0.0053763166,0.00030655562,0.000095050425,0.00002861967,0.000049606646,0.00033001354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.979305,0.00312395,0.0030461457,0.002408173,0.00894901,0.003167704],"domain_scores_gemma":[0.980098,0.009518821,0.0016129892,0.001646769,0.0019299652,0.00519347],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.051175836,0.0006140083,0.0014700433,0.29638997,0.0036128662,0.0058592944,0.0028972132,0.0005295125,0.00016963869],"category_scores_gemma":[0.02073729,0.00034364735,0.00026584143,0.852851,0.0008156286,0.0010369321,0.0010747658,0.0023539995,0.000021023721],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005545502,0.00028537223,0.71143013,0.0005267181,0.0001344752,0.00002622209,0.0038696085,0.000060516988,0.000041665808,0.0036019813,0.017535841,0.2619329],"study_design_scores_gemma":[0.0012676188,0.00049957656,0.83553344,0.000024993942,0.00010744696,0.000012695771,0.0021842553,0.13697025,0.0000045891416,0.0016527431,0.021352112,0.00039027366],"about_ca_topic_score_codex":0.0017612685,"about_ca_topic_score_gemma":0.00056285196,"teacher_disagreement_score":0.556461,"about_ca_system_score_codex":0.0005239749,"about_ca_system_score_gemma":0.0026047898,"threshold_uncertainty_score":0.9999476},"labels":[],"label_agreement":null},{"id":"W3001286303","doi":"10.2196/14116","title":"Continuous Measurement of Reconnaissance Marines in Training With Custom Smartphone App and Watch: Observational Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attrition; Psychological intervention; Personality; Medicine; Observational study; Psychology; Physical therapy; Gerontology; Psychiatry","score_opus":0.3197976295811803,"score_gpt":0.4500088064723197,"score_spread":0.13021117689113942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001286303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867538,0.0006328214,0.000032533066,0.008479756,0.00015743307,0.002930219,0.000037173835,0.000049875594,0.0009263728],"genre_scores_gemma":[0.99357575,0.0004889743,0.00048618688,0.004600125,0.0002526697,0.00046506978,0.000033697204,0.000023547604,0.00007397936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968012,0.00040413314,0.0010920884,0.0004708245,0.0005609332,0.0006708235],"domain_scores_gemma":[0.9980789,0.00028366514,0.00051275967,0.00016878775,0.00031645218,0.0006394619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022501883,0.00021739576,0.0006774599,0.00008663864,0.0004919476,0.000006159774,0.00009468309,0.00011749978,0.000066474044],"category_scores_gemma":[0.00012704331,0.00017892667,0.000016373193,0.0004007709,0.00009187038,0.00016651902,0.00004978168,0.0006444394,0.000007537003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013342275,0.0001361724,0.9735356,0.003218228,0.000011456292,0.0000028426323,0.011205694,0.0000060635653,0.0000039922697,0.00020884266,0.0010739234,0.009262965],"study_design_scores_gemma":[0.0031813432,0.00105984,0.9879344,0.00029866383,0.000018916568,0.0000022934264,0.0038698998,0.00045642635,9.844014e-7,0.000036774774,0.0029895813,0.00015087232],"about_ca_topic_score_codex":0.001407947,"about_ca_topic_score_gemma":0.0024256003,"teacher_disagreement_score":0.014398812,"about_ca_system_score_codex":0.0001245453,"about_ca_system_score_gemma":0.001483799,"threshold_uncertainty_score":0.72964174},"labels":[],"label_agreement":null},{"id":"W3001317058","doi":"10.2196/16203","title":"The Use of a Smartphone App and an Activity Tracker to Promote Physical Activity in the Management of Chronic Obstructive Pulmonary Disease: Randomized Controlled Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Activity tracker; Pulmonary disease; Smartphone app; Physical activity; Randomized controlled trial; mHealth; Physical therapy; Medicine; Mobile apps; Smartphone application; Physical medicine and rehabilitation; Computer science; Internal medicine; Multimedia; Psychological intervention; Human–computer interaction; World Wide Web; Nursing","score_opus":0.06836386527257084,"score_gpt":0.39390741061924955,"score_spread":0.32554354534667873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001317058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741798,0.00088630896,0.000027291762,0.005432549,0.000034838115,0.019290349,0.00008925827,0.00002257471,0.000037022503],"genre_scores_gemma":[0.99812096,0.00037537768,0.000053869615,0.00013781856,0.00012244149,0.0011347813,0.000007936129,0.000023288743,0.000023534001],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99534255,0.0019902547,0.00055666204,0.0007240191,0.00081586075,0.0005706675],"domain_scores_gemma":[0.99711025,0.0008469254,0.00033696467,0.00066003966,0.00014332382,0.0009024692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018488277,0.0003021367,0.0015752692,0.00009066716,0.00023873421,0.00003376227,0.0001883432,0.000052118965,0.0000062331837],"category_scores_gemma":[0.00022767406,0.00017153894,0.00017205946,0.00052707497,0.0005484498,0.0002313866,0.00016651151,0.000519255,7.746402e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7385867,0.010992664,0.033464648,0.009593965,0.00035026768,0.00012839944,0.00623972,0.000017500579,0.00026124256,0.0003045522,0.000024559644,0.20003574],"study_design_scores_gemma":[0.08543026,0.0010343204,0.8999525,0.00009332024,0.00040747182,0.0000040864725,0.0012049297,0.011575263,0.000012858629,0.00014281622,0.000027716365,0.000114500624],"about_ca_topic_score_codex":0.00031219563,"about_ca_topic_score_gemma":0.000083896295,"teacher_disagreement_score":0.8664878,"about_ca_system_score_codex":0.0003163955,"about_ca_system_score_gemma":0.00068446016,"threshold_uncertainty_score":0.69951546},"labels":[],"label_agreement":null},{"id":"W3001465085","doi":"10.2196/16683","title":"Using Mobile Health Tools to Engage Rural Underserved Individuals in a Diabetes Education Program in South Texas: Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health; San Antonio Life Sciences Institute; University of Texas at San Antonio","keywords":"Gerontology; Medical education; mHealth; Medicine; Psychology; Nursing; Psychological intervention","score_opus":0.26751819320743403,"score_gpt":0.5238419639602031,"score_spread":0.2563237707527691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001465085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.918751,0.0012853235,0.00003933756,0.009305959,0.0003291874,0.06966236,0.00016272998,0.00029254326,0.00017154058],"genre_scores_gemma":[0.9114349,0.00025502325,0.0025909983,0.02961701,0.0003318041,0.05551891,0.0001450086,0.00008052028,0.000025809475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98860234,0.0035609773,0.0031118775,0.001343058,0.00056940503,0.0028123402],"domain_scores_gemma":[0.9935803,0.0006724045,0.001007202,0.00078334217,0.00018853869,0.0037682035],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005249267,0.00055269036,0.0014184713,0.00066567364,0.0013235137,0.000056285447,0.00041411686,0.0003737837,0.000091218986],"category_scores_gemma":[0.0005559584,0.00055659807,0.000074204305,0.002493691,0.00008509875,0.0003486522,0.00025735644,0.0023346574,0.00009467157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020849575,0.0022983202,0.8877882,0.0056732763,0.0000057010243,0.0000010406933,0.032889068,0.000042386157,0.0000043393734,0.00032887078,0.0007544355,0.07000591],"study_design_scores_gemma":[0.0039303955,0.0035163402,0.9222399,0.00060378254,0.000020022217,6.402726e-7,0.059555396,0.00071084313,6.9032444e-7,0.0002406435,0.008763456,0.00041789227],"about_ca_topic_score_codex":0.003247518,"about_ca_topic_score_gemma":0.0040693525,"teacher_disagreement_score":0.06958802,"about_ca_system_score_codex":0.0018283067,"about_ca_system_score_gemma":0.011235622,"threshold_uncertainty_score":0.99997663},"labels":[],"label_agreement":null},{"id":"W3001618472","doi":"10.2196/15375","title":"The Clinical and Cost-Effectiveness of Telerehabilitation for People With Nonspecific Chronic Low Back Pain: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Medicine; Physical therapy; Oswestry Disability Index; Randomized controlled trial; Psychological intervention; Cost effectiveness; Health care; Quality of life (healthcare); Telemedicine; Clinical trial; Low back pain; Alternative medicine; Nursing","score_opus":0.07524336272697715,"score_gpt":0.43494864353354445,"score_spread":0.3597052808065673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001618472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92330575,0.0019606058,0.00607795,0.023289489,0.0002465686,0.04501004,0.000021362748,0.000035406352,0.000052811447],"genre_scores_gemma":[0.99091524,0.0021825174,0.0006279035,0.0017722376,0.00066187547,0.003746923,0.00005632857,0.00002400934,0.00001295848],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99539894,0.0021258364,0.0014180978,0.0003734799,0.00027276928,0.00041085447],"domain_scores_gemma":[0.9839582,0.014443219,0.0006227609,0.00017279299,0.00024607027,0.00055694324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011333911,0.00018886599,0.0018849989,0.00005863775,0.00026065356,0.00001515796,0.000047388603,0.000096589996,0.000016043972],"category_scores_gemma":[0.0021494126,0.00010423617,0.0001439587,0.00019848222,0.0003436254,0.00005563718,0.000012720242,0.000246238,0.000001271447],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93053913,0.00014576301,0.007213931,0.00891195,0.0000824941,4.7013452e-7,0.0006292293,8.3111735e-7,0.000005668209,0.0006400948,0.00093101384,0.050899416],"study_design_scores_gemma":[0.93843913,0.015853958,0.0404544,0.0002295349,0.00024389748,0.000004840839,0.000593796,0.0020110086,0.000005177259,0.00012648408,0.0019491784,0.00008860058],"about_ca_topic_score_codex":0.00006446703,"about_ca_topic_score_gemma":0.00011408149,"teacher_disagreement_score":0.06760948,"about_ca_system_score_codex":0.00006668906,"about_ca_system_score_gemma":0.0012506183,"threshold_uncertainty_score":0.42506278},"labels":[],"label_agreement":null},{"id":"W3001994907","doi":"10.2196/16043","title":"Human-Centered Design Strategies for Device Selection in mHealth Programs: Development of a Novel Framework and Case Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; King's College London; National Institute for Health and Care Research; Medical Research Council; European Federation of Pharmaceutical Industries and Associations; Department of Health and Social Care; Innovative Medicines Initiative; South London and Maudsley NHS Foundation Trust","keywords":"mHealth; Stakeholder; Computer science; Health care; Digital health; Process management; Knowledge management; Medicine; Engineering; Nursing; Psychological intervention","score_opus":0.331304888321189,"score_gpt":0.5262608397422583,"score_spread":0.19495595142106936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001994907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379437,0.0007581916,0.03623475,0.002562106,0.00011731236,0.022128757,0.000037337362,0.0001672784,0.000050541534],"genre_scores_gemma":[0.9288968,0.00022072734,0.050239734,0.0035070924,0.00024670275,0.016784647,0.000029684568,0.000062605504,0.000012042314],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940068,0.00072276476,0.0024964353,0.00095474016,0.00031488322,0.0015043732],"domain_scores_gemma":[0.99600196,0.0007194498,0.0010681475,0.00025599147,0.00030842103,0.0016460357],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0027743643,0.00040543065,0.0009554285,0.00029171637,0.0021606078,0.000026842305,0.00016793878,0.00040088818,0.000014471816],"category_scores_gemma":[0.00014709681,0.00039396717,0.000038785558,0.00087581767,0.00009505401,0.00020036507,0.00009620378,0.0011706648,0.0000037492186],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004086643,0.008980054,0.27093688,0.11277464,0.000115906354,0.000054531793,0.3013114,0.00008410758,0.0002486073,0.029243454,0.002063188,0.2701006],"study_design_scores_gemma":[0.0434127,0.020707464,0.35614812,0.003962889,0.00043459685,0.0003237651,0.51762164,0.016864903,0.000021091742,0.0038405168,0.03432106,0.002341262],"about_ca_topic_score_codex":0.0019738083,"about_ca_topic_score_gemma":0.005807076,"teacher_disagreement_score":0.26775932,"about_ca_system_score_codex":0.00034987254,"about_ca_system_score_gemma":0.0058648083,"threshold_uncertainty_score":0.9998512},"labels":[],"label_agreement":null},{"id":"W3002085309","doi":"10.2196/14543","title":"Usability of Food Size Aids in Mobile Dietary Reporting Apps for Young Adults: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Randomized controlled trial; Mobile apps; mHealth; Medicine; Computer science; Internet privacy; Environmental health; World Wide Web; Psychological intervention; Human–computer interaction; Internal medicine; Nursing","score_opus":0.053551128859958615,"score_gpt":0.37394135530769146,"score_spread":0.32039022644773285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002085309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735168,0.007344039,0.000026463773,0.0037940827,0.00018294947,0.014793267,0.000057115918,0.00003179134,0.0002534612],"genre_scores_gemma":[0.9911505,0.0022861476,0.0010729198,0.0015216616,0.0004250179,0.0034845446,0.00003285309,0.000014319505,0.000012061031],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962267,0.00019040205,0.0025576886,0.00038139516,0.00025944688,0.00038433465],"domain_scores_gemma":[0.99631226,0.0017554384,0.0012362776,0.00014013157,0.00016669885,0.00038916524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604917,0.00017374246,0.00259793,0.0000443155,0.00011857773,0.000005317623,0.000040173807,0.000098408425,0.000018099405],"category_scores_gemma":[0.0057278457,0.0001258246,0.00036418115,0.00017724221,0.00011721417,0.00003921955,0.00002931709,0.0002067142,3.8227765e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9859069,0.00054430997,0.004862247,0.004968041,0.0000695293,0.0000029150767,0.00076840975,0.0000011898087,0.000010278447,0.00017484822,0.00041536958,0.0022759794],"study_design_scores_gemma":[0.9839403,0.0079294285,0.005094953,0.00021027499,0.00017579024,0.00000515616,0.0011197623,0.0004108803,0.0000069158777,0.00068780896,0.00032101615,0.00009772532],"about_ca_topic_score_codex":0.00018254886,"about_ca_topic_score_gemma":0.000055473218,"teacher_disagreement_score":0.017633645,"about_ca_system_score_codex":0.000063865686,"about_ca_system_score_gemma":0.00031438493,"threshold_uncertainty_score":0.685718},"labels":[],"label_agreement":null},{"id":"W3002162466","doi":"10.2196/16716","title":"Wrist-Worn Wearables for Monitoring Heart Rate and Energy Expenditure While Sitting or Performing Light-to-Vigorous Physical Activity: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Energy expenditure; Sitting; Wearable computer; Physical activity; Heart rate; Metabolic equivalent; Activity monitor; Physical therapy; Physical medicine and rehabilitation; Medicine; Computer science; Internal medicine; Blood pressure","score_opus":0.057662726482933524,"score_gpt":0.3346453957398176,"score_spread":0.2769826692568841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002162466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99552965,0.0003260018,0.0018613081,0.0007123599,0.000443854,0.0007930082,0.0000146005,0.0002790774,0.00004016602],"genre_scores_gemma":[0.9958884,0.00013346763,0.0010561483,0.00012935807,0.002354516,0.0003270867,0.0000049971554,0.00008369695,0.000022339642],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9982021,0.00009274563,0.00029442838,0.00051331765,0.00021836677,0.00067902764],"domain_scores_gemma":[0.9987129,0.00027341495,0.00008574911,0.00017073499,0.000047165624,0.00071004697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003022303,0.0003182422,0.00048654492,0.000107883665,0.0004997296,0.00012989005,0.00009800931,0.000093883755,0.0000021794983],"category_scores_gemma":[0.000060581373,0.0002960885,0.000041439693,0.00026735984,0.000014130548,0.00037757948,0.000076226206,0.00030320443,0.0000038085154],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002999352,0.0008816679,0.09788684,0.013750047,0.00024885434,0.000072263414,0.07007385,0.003971221,0.3579784,0.00014242974,0.0022002032,0.4497949],"study_design_scores_gemma":[0.0159236,0.020642037,0.26664975,0.0025878318,0.0007350409,0.00013236387,0.05421303,0.05323999,0.549645,0.00038091783,0.029809952,0.006040501],"about_ca_topic_score_codex":0.00009783922,"about_ca_topic_score_gemma":0.000012760917,"teacher_disagreement_score":0.44375437,"about_ca_system_score_codex":0.00014257246,"about_ca_system_score_gemma":0.00008577597,"threshold_uncertainty_score":0.9999491},"labels":[],"label_agreement":null},{"id":"W3002257991","doi":"10.2196/15502","title":"Preparing African American Men to Make Informed Prostate Cancer Screening Decisions: Development and Pilot Testing of an Interactive Online Decision Aid","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overdiagnosis; Prostate cancer screening; Prostate cancer; Medicine; Decision aids; Family medicine; Test (biology); Focus group; Cancer screening; Gynecology; Psychological intervention; Cancer; Prostate-specific antigen; Alternative medicine; Internal medicine; Nursing","score_opus":0.3225614383812918,"score_gpt":0.5014626464831959,"score_spread":0.17890120810190413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002257991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885402,0.0008906949,0.00047427465,0.0059691085,0.00011155631,0.003327413,0.00014990818,0.0001595028,0.00037734138],"genre_scores_gemma":[0.83127075,0.0005694174,0.16120523,0.0059932983,0.00010385987,0.0007325005,0.00006340217,0.000046765275,0.0000147931005],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99542034,0.00063519244,0.0018360107,0.0006730621,0.00050320604,0.0009322178],"domain_scores_gemma":[0.99292666,0.002847099,0.0013144949,0.00052950066,0.00053592963,0.0018463448],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005921952,0.00031605642,0.00071911234,0.00030868594,0.0013074483,0.000022213611,0.00036179955,0.000090199224,0.000009624079],"category_scores_gemma":[0.0024868024,0.00028974836,0.000021776195,0.0010142911,0.00012104566,0.00030961024,0.00070563355,0.0009199782,0.0000055396326],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029525755,0.0001225689,0.13883965,0.0014439619,0.000014686486,0.0000011521133,0.113400675,0.00006132907,0.000033333203,0.00003257616,0.000282354,0.74281514],"study_design_scores_gemma":[0.004419832,0.004838788,0.7985895,0.004989586,0.000044952845,0.000005748607,0.14260547,0.009841245,0.000055665423,0.00014180849,0.033819146,0.0006482615],"about_ca_topic_score_codex":0.0063152076,"about_ca_topic_score_gemma":0.0077187316,"teacher_disagreement_score":0.7421669,"about_ca_system_score_codex":0.00047621806,"about_ca_system_score_gemma":0.0028483395,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W3002584609","doi":"10.2196/15152","title":"Importance of Photography Education to Improve Image Quality for Accurate Remote Diagnoses in Dental Trauma Patients: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Observational study; Medical diagnosis; Photography; Medicine; Image quality; Quality (philosophy); Observational methods in psychology; Medical physics; Medical emergency; Optometry; Family medicine; Computer science; Artificial intelligence; Radiology; Pathology; Image (mathematics)","score_opus":0.13492061145493509,"score_gpt":0.4659419317114074,"score_spread":0.33102132025647235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002584609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889074,0.00014777933,0.00010047682,0.006444604,0.00016856208,0.0039475956,0.0001112466,0.000028985227,0.00014333925],"genre_scores_gemma":[0.9838167,0.000036030844,0.0031394362,0.012459621,0.00015165466,0.0001884863,0.00017635683,0.000020042127,0.000011674151],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809617,0.000057712547,0.0008296031,0.0004021792,0.00031465,0.0002996997],"domain_scores_gemma":[0.99854594,0.00017136017,0.0003066286,0.00019099697,0.0002559605,0.0005290973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047313387,0.00015285652,0.00045504866,0.00013918435,0.000048107217,0.000013473448,0.00007849974,0.000034658795,0.000005737682],"category_scores_gemma":[0.00080523227,0.00013848487,0.000046245976,0.00046731732,0.00005549529,0.00019228396,0.000026465259,0.00015655739,0.0000013607232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009640589,0.0015064621,0.9373899,0.0022599902,0.000010042341,0.0000013863612,0.0023638904,2.624252e-7,0.00013082982,0.000039889605,0.001519378,0.05381391],"study_design_scores_gemma":[0.0035884788,0.0029025471,0.9908314,0.00014105791,0.00003084664,9.361864e-7,0.0018309815,0.00009835415,0.00007442421,0.000096054806,0.00030631036,0.00009863269],"about_ca_topic_score_codex":0.0006934682,"about_ca_topic_score_gemma":0.00023096768,"teacher_disagreement_score":0.053715274,"about_ca_system_score_codex":0.00009161189,"about_ca_system_score_gemma":0.00043378852,"threshold_uncertainty_score":0.5647249},"labels":[],"label_agreement":null},{"id":"W3002751842","doi":"10.2196/15806","title":"A Smartphone-Based Health Care Chatbot to Promote Self-Management of Chronic Pain (SELMA): Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":231,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Chatbot; Self-management; Medicine; eHealth; Telemedicine; Chronic pain; mHealth; Smartphone application; Physical therapy; Pain management; Health care; Psychology; Nursing; Multimedia; Computer science; Psychological intervention; World Wide Web; Artificial intelligence","score_opus":0.04538182478167584,"score_gpt":0.39782748749928737,"score_spread":0.3524456627176115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002751842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7043204,0.02267482,0.0059033814,0.13716172,0.0060339416,0.113088936,0.00059316447,0.0012246374,0.008999029],"genre_scores_gemma":[0.97540146,0.0001354812,0.0016953811,0.015130057,0.00041322625,0.0067886673,0.000106098225,0.00007600667,0.00025364413],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9922536,0.002291447,0.0026756804,0.00092539925,0.0005531679,0.0013006992],"domain_scores_gemma":[0.99573886,0.0004561814,0.0011988046,0.0005319886,0.00012752306,0.0019466582],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003927421,0.00047470356,0.0025929108,0.0002840775,0.00031495656,0.000043320062,0.00031975683,0.00012654535,0.00016316168],"category_scores_gemma":[0.00008466477,0.000412844,0.0004318247,0.0006197508,0.000123677,0.00008557895,0.00009335884,0.00038717574,0.00011973827],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9120525,0.002365584,0.000018094144,0.014834378,0.00025940742,0.000011491754,0.0059757936,0.0000049123446,7.1110424e-7,0.0067088143,0.003930224,0.05383806],"study_design_scores_gemma":[0.9590812,0.031108582,0.00023882312,0.000777274,0.00016090678,0.0000027682217,0.0009285569,0.00036065903,0.000005829959,0.00010494995,0.0069218352,0.0003086162],"about_ca_topic_score_codex":0.00043808555,"about_ca_topic_score_gemma":0.00011335052,"teacher_disagreement_score":0.27108106,"about_ca_system_score_codex":0.0006848557,"about_ca_system_score_gemma":0.0011548045,"threshold_uncertainty_score":0.99983233},"labels":[],"label_agreement":null},{"id":"W3002850904","doi":"10.2196/15789","title":"British South Asian Patients’ Perspectives on the Relevance and Acceptability of Mobile Health Text Messaging to Support Medication Adherence for Type 2 Diabetes: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Oxford Biomedical Research Centre; Programme Grants for Applied Research; University of Leicester; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Psychological intervention; Medicine; Ethnic group; Population; Focus group; mHealth; Family medicine; Digital health; Gerontology; Nursing; Health care; Environmental health","score_opus":0.11804123707871708,"score_gpt":0.4960228802099312,"score_spread":0.3779816431312141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002850904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94747263,0.0011847471,0.00021893333,0.025118256,0.00021039286,0.024772951,0.00050268095,0.00011033344,0.00040906906],"genre_scores_gemma":[0.96297944,0.0010978985,0.00059960526,0.01592071,0.000181771,0.019058295,0.000076006654,0.000046497476,0.00003975939],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9939728,0.0017019203,0.0016562385,0.0010366949,0.00048304375,0.0011493472],"domain_scores_gemma":[0.99408704,0.001893541,0.001151386,0.0005321587,0.0005727717,0.0017631073],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039255917,0.0002942348,0.0008447686,0.00010954407,0.0017294872,0.000019366787,0.0002857094,0.00015182706,0.000318333],"category_scores_gemma":[0.0015722532,0.0002544176,0.000050731585,0.0006776894,0.0002210939,0.000120967954,0.00012315926,0.0008055294,0.000020237549],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067174766,0.0009482523,0.08049796,0.008741606,0.00002703839,1.8939957e-7,0.7108976,0.000001842515,0.0000018682098,0.0044810358,0.020263785,0.17346704],"study_design_scores_gemma":[0.0024283014,0.013583771,0.41918135,0.00023197492,0.000034101085,2.3254047e-7,0.5436102,0.000065443455,0.0000012511981,0.0003486786,0.020263016,0.0002516852],"about_ca_topic_score_codex":0.00070379575,"about_ca_topic_score_gemma":0.0005096751,"teacher_disagreement_score":0.3386834,"about_ca_system_score_codex":0.00029412768,"about_ca_system_score_gemma":0.002219699,"threshold_uncertainty_score":0.9999908},"labels":[],"label_agreement":null},{"id":"W3003081363","doi":"10.2196/16266","title":"Effect of a Mobile Phone–Based Glucose-Monitoring and Feedback System for Type 2 Diabetes Management in Multiple Primary Care Clinic Settings: Cluster Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Diabetes management; Type 2 Diabetes Mellitus; Diabetes mellitus; Cluster randomised controlled trial; Type 2 diabetes; Outpatient clinic; Telemedicine; Mobile phone; Short Message Service; mHealth; Intervention (counseling); Physical therapy; Psychological intervention; Health care; Internal medicine; Nursing","score_opus":0.04172531254160057,"score_gpt":0.41916572753165926,"score_spread":0.3774404149900587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003081363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90036,0.010298487,0.000085439504,0.0012383447,0.0011239005,0.08618446,0.00008945,0.0001590348,0.00046091474],"genre_scores_gemma":[0.89719886,0.0025208502,0.0011553154,0.002508163,0.000642261,0.09573009,0.00014115145,0.00006721826,0.00003610777],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9915558,0.00299575,0.0030138697,0.00080936,0.0003432185,0.001281999],"domain_scores_gemma":[0.98679507,0.009953393,0.0015214653,0.00038532043,0.00023111491,0.0011136116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006497792,0.00043547244,0.0032562183,0.00026643116,0.00080309337,0.000014432979,0.00018056753,0.00038969313,0.000012703566],"category_scores_gemma":[0.0006214689,0.00034309423,0.00021938475,0.00044151876,0.00012697688,0.000082113336,0.00010375374,0.0007301953,0.000018899978],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.83255917,0.00011254375,0.0064265803,0.14132635,0.000048520214,0.0000010047029,0.0018100168,0.000010675672,0.000014440163,0.00004884608,0.00062973326,0.017012134],"study_design_scores_gemma":[0.98518556,0.002897972,0.0015510003,0.0016363828,0.00033246935,2.6465915e-7,0.002343156,0.0026346957,0.000033573957,0.000007879931,0.0031347151,0.00024229898],"about_ca_topic_score_codex":0.000092964554,"about_ca_topic_score_gemma":0.00001628864,"teacher_disagreement_score":0.15262644,"about_ca_system_score_codex":0.0004229548,"about_ca_system_score_gemma":0.0012736706,"threshold_uncertainty_score":0.9999021},"labels":[],"label_agreement":null},{"id":"W3003292653","doi":"10.2196/15704","title":"Comparing the Usability and Acceptability of Wearable Sensors Among Older Irish Adults in a Real-World Context: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Novartis Pharma","keywords":"Usability; Likert scale; System usability scale; Context (archaeology); Applied psychology; Wearable computer; Activity tracker; Medicine; Population; Observational study; Psychology; Physical therapy; Web usability; Computer science; Human–computer interaction","score_opus":0.13851460109982064,"score_gpt":0.4048399782301728,"score_spread":0.2663253771303522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003292653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805206,0.00016771833,0.0000028687527,0.016587162,0.000056600464,0.0020518338,0.000013080137,0.00009088514,0.0005092215],"genre_scores_gemma":[0.9987339,0.00019898989,0.00006230213,0.000841757,0.000056796704,0.000079881065,0.000001885773,0.000008651446,0.000015840447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972668,0.0007637212,0.0006436954,0.0004979012,0.00035304204,0.0004748217],"domain_scores_gemma":[0.9985381,0.00050715485,0.0002683362,0.0002517565,0.00010821311,0.00032646232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020519271,0.00014446801,0.0004453065,0.00007300706,0.00050182064,0.00003023654,0.00023510277,0.00010751137,0.000040604682],"category_scores_gemma":[0.00040035803,0.00012004993,0.00002910176,0.0007271624,0.0008279442,0.0002215193,0.00011233338,0.0004650912,8.7135055e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011434756,0.00021454896,0.93647635,0.00028270503,0.0000047829626,8.568269e-7,0.058173314,0.000003002069,3.0898133e-7,0.0003644073,0.00029249967,0.004072861],"study_design_scores_gemma":[0.0011545998,0.00013988788,0.9558223,0.00003681672,0.000010046112,1.9201104e-7,0.041659795,0.00059506047,0.0000016839832,0.00018261139,0.0003078548,0.00008915823],"about_ca_topic_score_codex":0.08075749,"about_ca_topic_score_gemma":0.27529326,"teacher_disagreement_score":0.19453578,"about_ca_system_score_codex":0.0001335272,"about_ca_system_score_gemma":0.00039664563,"threshold_uncertainty_score":0.92536384},"labels":[],"label_agreement":null},{"id":"W3003302600","doi":"10.2196/14376","title":"Proposal for the User-Centered Design Approach for Health Apps Based on Successful Experiences: Integrative Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Session (web analytics); Focus group; Usability; Scopus; Qualitative research; Medical education; User-centered design; Health care; Process (computing); Psychology; Knowledge management; Computer science; Applied psychology; Medicine; MEDLINE; Nursing; World Wide Web; Psychological intervention","score_opus":0.24665728359779063,"score_gpt":0.5346964210353545,"score_spread":0.28803913743756393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003302600","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.003676e-8,0.7377659,0.12318777,0.02622298,0.0007724443,0.11029875,0.0013144743,0.00025765132,0.0001799109],"genre_scores_gemma":[0.0000036986503,0.62836426,0.017197294,0.042620603,0.0010969331,0.3089216,0.0013977296,0.00019812975,0.00019977397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.983845,0.004606245,0.005005947,0.0024180284,0.0007711524,0.003353656],"domain_scores_gemma":[0.9805804,0.009374207,0.00474574,0.001649765,0.000546979,0.0031029314],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007477914,0.0015518989,0.0058031254,0.0003850609,0.006088668,0.00005978153,0.0013429208,0.000963767,0.00007780798],"category_scores_gemma":[0.0010943088,0.0009393484,0.0008000155,0.0013526025,0.00033299442,0.00014291456,0.00014862578,0.003182529,0.00005411937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033188384,0.00020192236,0.000002153119,0.36314175,0.000028755883,3.1705142e-7,0.0010694321,0.0000012655354,1.5241421e-9,0.0031564767,0.14237374,0.4896923],"study_design_scores_gemma":[0.0018880909,0.0021170785,0.0000034378058,0.050357454,0.0005393861,0.0000066517377,0.002131159,0.0026287758,2.0523265e-8,0.00011222999,0.9396309,0.00058475946],"about_ca_topic_score_codex":0.00018988544,"about_ca_topic_score_gemma":0.00008048798,"teacher_disagreement_score":0.79725724,"about_ca_system_score_codex":0.0016010872,"about_ca_system_score_gemma":0.042851523,"threshold_uncertainty_score":0.99972296},"labels":[],"label_agreement":null},{"id":"W3003324336","doi":"10.2196/16429","title":"A Pantheoretical Framework to Optimize Adherence to Healthy Lifestyle Behaviors and Medication Adherence: The Use of Personalized Approaches to Overcome Barriers and Optimize Facilitators to Achieve Adherence","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medication adherence; Medicine; mHealth; Psychological intervention; Personalized medicine; Precision medicine; Profiling (computer programming); Behavior change; Computer science; Bioinformatics; Psychiatry","score_opus":0.2374110477204336,"score_gpt":0.3954586712893691,"score_spread":0.15804762356893554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003324336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86868423,0.00071034324,0.013888174,0.11222398,0.00014126282,0.004087814,0.00013826345,0.000075660355,0.00005025155],"genre_scores_gemma":[0.8978472,0.0007618463,0.04701551,0.052974507,0.00013244804,0.0010521638,0.000017174802,0.00003436026,0.0001648379],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99615645,0.00035131277,0.00091613777,0.0010330718,0.00076578406,0.0007772287],"domain_scores_gemma":[0.99243265,0.0006409078,0.00024171181,0.00057299767,0.00015578486,0.005955919],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089685706,0.00038991036,0.0008778858,0.00016416915,0.00033989036,0.0000642661,0.00029885306,0.00023166617,0.00032251835],"category_scores_gemma":[0.0019973072,0.00029941546,0.000060315368,0.00090208673,0.00044253495,0.00013014414,0.00020476598,0.00065534184,0.00007932724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.045149297,0.0012123192,0.22229373,0.012693593,0.0002563921,0.000050595878,0.29432467,0.0004218434,0.000875619,0.046142805,0.073178925,0.30340022],"study_design_scores_gemma":[0.0164918,0.11065668,0.70652574,0.0083511425,0.0011593777,0.00030150777,0.06817103,0.014081817,0.00029540632,0.002333445,0.06768605,0.003946011],"about_ca_topic_score_codex":0.00041531224,"about_ca_topic_score_gemma":0.000019434767,"teacher_disagreement_score":0.484232,"about_ca_system_score_codex":0.00009500921,"about_ca_system_score_gemma":0.0009824736,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W3003453203","doi":"10.2196/13535","title":"Exploitation of Outgoing and Incoming Telephone Calls in the Context of Circadian Rhythms of Social Activity Among Elderly People: Observational Descriptive Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Circadian rhythm; Rhythm; Context (archaeology); Population; Psychology; Observational study; Gerontology; Medicine; Neuroscience; Biology; Internal medicine","score_opus":0.13732318186102901,"score_gpt":0.3969591478378055,"score_spread":0.2596359659767765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003453203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98656636,0.0001743693,0.000017090413,0.012096102,0.000062073916,0.0009245456,0.000026826121,0.000006906915,0.00012570477],"genre_scores_gemma":[0.9984969,0.0001978079,0.000056318895,0.0011047134,0.000093957715,0.000037222428,0.0000027511685,0.0000060194507,0.0000043206983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979919,0.00061945885,0.0005305762,0.00017727455,0.00036912935,0.00031162088],"domain_scores_gemma":[0.9985212,0.0006707334,0.00044365073,0.0000598004,0.00010932475,0.00019529705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015249404,0.000091291855,0.00042264143,0.000068477995,0.00036876232,0.000014596631,0.00009451377,0.0000807194,0.0000072047083],"category_scores_gemma":[0.0003297821,0.00007979449,0.000030334942,0.00039370073,0.00020984275,0.00023419739,0.000023546407,0.00020293286,1.2924993e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000875402,0.0000977323,0.5361219,0.0008369416,0.0000046962537,4.8644506e-7,0.4519482,6.032931e-7,0.0000051177885,0.002887922,0.000047719757,0.007961141],"study_design_scores_gemma":[0.00062617986,0.00024812715,0.7413598,0.0000353792,0.0000084502035,1.1499068e-7,0.25749815,0.000048262606,0.000002918687,0.00008527791,0.000044505847,0.000042891435],"about_ca_topic_score_codex":0.055922348,"about_ca_topic_score_gemma":0.07282525,"teacher_disagreement_score":0.20523785,"about_ca_system_score_codex":0.0000884639,"about_ca_system_score_gemma":0.00087154965,"threshold_uncertainty_score":0.95036435},"labels":[],"label_agreement":null},{"id":"W3003508878","doi":"10.2196/15608","title":"Physician Anxiety and Burnout: Symptom Correlates and a Prospective Pilot Study of App-Delivered Mindfulness Training","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Burnout; Anxiety; Cynicism; Emotional exhaustion; Mindfulness-based stress reduction; Clinical psychology; Generalized anxiety disorder; Medicine; Psychology; Psychiatry","score_opus":0.07150068124148355,"score_gpt":0.36808846680821394,"score_spread":0.2965877855667304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003508878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99500054,0.0007805707,0.0010197886,0.00083270035,0.00018030943,0.0010417094,0.000057167246,0.000051539213,0.0010356961],"genre_scores_gemma":[0.99828124,0.000010587588,0.000016390195,0.00053531234,0.000116734744,0.00093117333,0.0000056981366,0.000022013373,0.00008082992],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99818456,0.00020499031,0.0005108609,0.00055869296,0.00016021264,0.00038068675],"domain_scores_gemma":[0.9988857,0.00009099933,0.00030626977,0.0001779046,0.00006841604,0.00047072212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022348284,0.00021438065,0.0005194483,0.000080773614,0.00032798015,0.00002885283,0.00009336872,0.00006545994,0.00018351444],"category_scores_gemma":[0.000011810354,0.0001898473,0.000033343807,0.00024855346,0.000118570395,0.00007761482,0.000074831914,0.0003275293,0.0000051081174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052842656,0.0066399346,0.16455226,0.0029208069,0.00039881002,0.00003159675,0.24629217,0.0000050005897,0.000024200925,0.07995029,0.0049505173,0.48895013],"study_design_scores_gemma":[0.010530558,0.022432087,0.8072417,0.00034194413,0.00025962314,0.00006506953,0.15218844,0.0012922416,0.000041353615,0.004373935,0.0006780607,0.0005550299],"about_ca_topic_score_codex":0.0003842048,"about_ca_topic_score_gemma":0.00008071704,"teacher_disagreement_score":0.6426894,"about_ca_system_score_codex":0.000020074853,"about_ca_system_score_gemma":0.00007030066,"threshold_uncertainty_score":0.77417487},"labels":[],"label_agreement":null},{"id":"W3003520276","doi":"10.2196/17085","title":"Analysis of Secure Apps for Daily Clinical Use by German Orthopedic Surgeons: Searching for the \"Needle in a Haystack\"","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität des Saarlandes; Deutsche Forschungsgemeinschaft","keywords":"App store; Internet privacy; Checklist; Quality (philosophy); Mobile apps; Certification; German; Medicine; Computer science; World Wide Web; Medical education; Psychology","score_opus":0.2897331305359025,"score_gpt":0.5957183243373484,"score_spread":0.3059851938014459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003520276","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004202467,0.9481274,0.0018870314,0.0042137387,0.00061331055,0.036939308,0.007649525,0.000102830265,0.000046632336],"genre_scores_gemma":[0.00032521208,0.937652,0.0005616724,0.0049524577,0.00052240316,0.052418724,0.003064149,0.00015509498,0.0003483014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98619926,0.0028811977,0.0065043746,0.0015231349,0.00051551405,0.0023765368],"domain_scores_gemma":[0.9668172,0.02574993,0.0036580702,0.0012280394,0.00038515092,0.0021616304],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.010164402,0.0007661536,0.005655052,0.0009714193,0.001952315,0.000033686556,0.0006740051,0.0013007327,0.000045692854],"category_scores_gemma":[0.0016582111,0.00055500685,0.0011178699,0.0028834566,0.00024147311,0.00014804912,0.00021180799,0.003334412,0.00001560566],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031133823,0.00022767426,0.004002853,0.15718223,0.00033550465,0.0000010436789,0.00097084633,0.0000011502233,1.0232287e-8,0.002499936,0.053800847,0.7806666],"study_design_scores_gemma":[0.0016172855,0.00037282993,0.0019915523,0.0036568593,0.003415161,0.0000018189489,0.00041465418,0.0014431699,2.3563385e-9,0.00009173347,0.9866504,0.00034455283],"about_ca_topic_score_codex":0.0021269296,"about_ca_topic_score_gemma":0.0035338963,"teacher_disagreement_score":0.9328495,"about_ca_system_score_codex":0.00047605668,"about_ca_system_score_gemma":0.011122837,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W3003551560","doi":"10.2196/16409","title":"Activity Tracker–Based Metrics as Digital Markers of Cardiometabolic Health: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Medicine; Waist; Confounding; Population; Physical therapy; Cross-sectional study; Body mass index; Gerontology; Internal medicine; Environmental health; Physical activity; Pathology","score_opus":0.13208165990261517,"score_gpt":0.4363026277439131,"score_spread":0.30422096784129793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003551560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987623,0.00046470595,0.00015742851,0.008879602,0.00014561754,0.0017373044,0.00021643632,0.00011075594,0.0006651565],"genre_scores_gemma":[0.99447614,0.00018914006,0.000103227816,0.004647069,0.00042326006,0.000049274357,0.00004317096,0.000035105128,0.000033608503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967168,0.00023123564,0.0007692634,0.0006652382,0.00087311026,0.0007443512],"domain_scores_gemma":[0.9967192,0.00032152666,0.00047232772,0.0003093095,0.00016546526,0.002012168],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00080477446,0.00028616414,0.0012877152,0.0003028459,0.000345576,0.000053327723,0.00011269036,0.00014156276,0.000031761894],"category_scores_gemma":[0.000295165,0.0002606579,0.00017410083,0.0013603994,0.00017277025,0.00030299716,0.000055635184,0.000778939,0.000022725237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076865926,0.0061187493,0.90951073,0.006918936,0.00012144157,0.00001917813,0.0011667885,0.000012085071,0.00005872149,0.0002535317,0.0006783176,0.067454934],"study_design_scores_gemma":[0.003959211,0.010417527,0.9829845,0.000030124436,0.00005012076,0.000016387481,0.00022679675,0.00054117106,0.00003512402,0.00006050165,0.0015136265,0.00016494171],"about_ca_topic_score_codex":0.0010680648,"about_ca_topic_score_gemma":0.000023283563,"teacher_disagreement_score":0.073473744,"about_ca_system_score_codex":0.00024367103,"about_ca_system_score_gemma":0.0026671092,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W3003551974","doi":"10.2196/15400","title":"Effectiveness of Mobile Health Interventions on Diabetes and Obesity Treatment and Management: Systematic Review of Systematic Reviews","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":261,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health; Johns Hopkins University","keywords":"mHealth; Psychological intervention; Medicine; Systematic review; Glycemic; Cochrane Library; Obesity; Weight management; MEDLINE; Meta-analysis; Gerontology; Diabetes mellitus; Weight loss; Internal medicine; Nursing; Endocrinology","score_opus":0.16038463535843567,"score_gpt":0.5200300652363178,"score_spread":0.3596454298778821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003551974","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000062764906,0.867035,0.000023553008,0.00017055856,0.00019541076,0.13187198,0.00045413544,0.00006864158,0.000117983225],"genre_scores_gemma":[0.00009497365,0.843402,0.00014535402,0.00081535295,0.000059642145,0.1551031,0.00022152433,0.00008252369,0.00007546659],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97609395,0.0129615115,0.008203398,0.0011788821,0.0004007156,0.0011615375],"domain_scores_gemma":[0.9836475,0.004619805,0.00856145,0.001307602,0.00017106344,0.001692528],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00986102,0.0009853608,0.014992006,0.0005603075,0.0008931432,0.000011875247,0.00033173294,0.000434166,0.000017964134],"category_scores_gemma":[0.0005790283,0.0006826483,0.0006451416,0.00089032506,0.00018752551,0.00008158358,0.00021964098,0.0009067445,0.000041300453],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001900155,0.00024569593,0.000048952013,0.93594104,0.00015766895,9.4268023e-7,0.00024939686,1.6548283e-8,1.1579819e-8,0.0027413755,0.00028185017,0.06031404],"study_design_scores_gemma":[0.00073996844,0.0024276902,0.00009955782,0.9296409,0.0035549167,0.000009274725,0.00016109885,0.0000036062684,3.894867e-8,0.000043300675,0.06303719,0.00028249412],"about_ca_topic_score_codex":0.00012316748,"about_ca_topic_score_gemma":0.000027838198,"teacher_disagreement_score":0.06275533,"about_ca_system_score_codex":0.0008679873,"about_ca_system_score_gemma":0.0014805372,"threshold_uncertainty_score":0.99963146},"labels":[],"label_agreement":null},{"id":"W3003601452","doi":"10.2196/17455","title":"Effectiveness of Lilly Connected Care Program (LCCP) App-Based Diabetes Education for Patients With Type 2 Diabetes Treated With Insulin: Retrospective Real-World Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Glycemic; Postprandial; Type 2 diabetes; Bayesian multivariate linear regression; Blood glucose monitoring; Internal medicine; Retrospective cohort study; Univariate analysis; Confounding; Multivariate analysis; Endocrinology; Linear regression","score_opus":0.027573967660073417,"score_gpt":0.40064773512193547,"score_spread":0.37307376746186205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003601452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577554,0.0006028365,0.000021270715,0.0008731331,0.0001750239,0.039424848,0.00033960168,0.00040920026,0.00039868007],"genre_scores_gemma":[0.95826614,0.0001229458,0.0012105531,0.0013324673,0.00020637471,0.037639383,0.0010904121,0.00011388759,0.000017824734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994832,0.0010304075,0.0011754213,0.0010544595,0.00056908623,0.0013386164],"domain_scores_gemma":[0.99225986,0.0010978498,0.0011505248,0.000555345,0.0034475252,0.0014889234],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00089750957,0.0005002614,0.0011978159,0.00039296658,0.0013307611,0.000017635512,0.00021435834,0.00024486182,0.000018754406],"category_scores_gemma":[0.00031178244,0.0003825601,0.000050893283,0.0023939528,0.00016740937,0.00013745726,0.000044059077,0.00072362216,0.0000074366567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003947373,0.0020566292,0.94954693,0.025858065,0.000048470294,2.1292455e-7,0.0017603412,0.0000054138,0.000006468352,0.0004682128,0.00037345034,0.015928427],"study_design_scores_gemma":[0.00951247,0.019877901,0.9644914,0.0010796017,0.00021081154,3.917992e-8,0.0018571229,0.00017300385,0.000027149907,0.00005339716,0.0023827995,0.00033430423],"about_ca_topic_score_codex":0.00058660476,"about_ca_topic_score_gemma":0.0007875594,"teacher_disagreement_score":0.024778463,"about_ca_system_score_codex":0.0007220206,"about_ca_system_score_gemma":0.006967064,"threshold_uncertainty_score":0.99996936},"labels":[],"label_agreement":null},{"id":"W3003684541","doi":"10.2196/12677","title":"Cyberphysical Human Sexual Behavior Acquisition System (SeBA): Development and Implementation Study in China","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund of China; National Natural Science Foundation of China","keywords":"Sexual behavior; Data collection; Computer science; Reproductive health; Intervention (counseling); Psychology; Data science; Social psychology; Medicine; Environmental health; Population; Statistics; Mathematics; Psychiatry","score_opus":0.08563697228232559,"score_gpt":0.4558971490056535,"score_spread":0.3702601767233279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003684541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99674803,0.00016600659,0.00001353017,0.0007242652,0.00016274449,0.0017916044,0.000019481271,0.0001831849,0.00019113475],"genre_scores_gemma":[0.9985152,0.0000033546362,0.00007964752,0.00041221842,0.00014506569,0.0006657639,0.00010896021,0.000024367424,0.000045405708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772745,0.000269305,0.000651129,0.00063174625,0.00019678246,0.0005236124],"domain_scores_gemma":[0.99922,0.00002404575,0.00018788996,0.00020306517,0.000022574444,0.0003423816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042379214,0.00021293454,0.00038931047,0.0001609877,0.00030176732,0.000025973422,0.000103100436,0.0001520645,0.000050621737],"category_scores_gemma":[0.0000022236575,0.00021503019,0.000012998205,0.00025145808,0.00006140555,0.000075288,0.00007427452,0.00033632625,0.000014730545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012718348,0.0011184188,0.84774125,0.00037194393,0.000014292986,0.00007071249,0.04856329,4.8957805e-8,0.00012125507,0.013865777,0.00020483608,0.08780097],"study_design_scores_gemma":[0.0024370204,0.001669338,0.9529571,0.000009323636,0.000043186774,0.000020225492,0.04228247,0.000004977274,0.000022189914,0.000012870116,0.0003718823,0.0001694164],"about_ca_topic_score_codex":0.0018369815,"about_ca_topic_score_gemma":0.0011821294,"teacher_disagreement_score":0.10521583,"about_ca_system_score_codex":0.00016544439,"about_ca_system_score_gemma":0.000104015206,"threshold_uncertainty_score":0.87686765},"labels":[],"label_agreement":null},{"id":"W3003833448","doi":"10.2196/15943","title":"Feasibility and Acceptability of a Mobile Mindfulness Meditation Intervention Among Women: Intervention Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences","keywords":"Mindfulness; mHealth; Medicine; Population; Psychological intervention; Intervention (counseling); Mobile apps; Mental health; Gerontology; Clinical psychology; Psychiatry; Environmental health; World Wide Web","score_opus":0.07560375246894806,"score_gpt":0.4270293682110158,"score_spread":0.3514256157420677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003833448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917104,0.0003949902,0.0051961597,0.00030387338,0.00047270264,0.0016262303,0.000059788115,0.000055393382,0.00018042393],"genre_scores_gemma":[0.9949041,0.0000022664683,0.000021397613,0.00009584286,0.00009492154,0.0047742133,0.000020191987,0.000016455046,0.00007063595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967589,0.00086577015,0.0011308765,0.00063202943,0.00024201613,0.00037043708],"domain_scores_gemma":[0.99833035,0.00011082702,0.00058988313,0.000319424,0.00012644326,0.0005230693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014631321,0.00020037983,0.00050414645,0.00013283931,0.00018760767,0.00003295112,0.00014747324,0.0001205185,0.006039757],"category_scores_gemma":[0.00008566027,0.00018509169,0.00012847113,0.00031535342,0.00017005844,0.00020073674,0.00011374244,0.00030445537,0.0000105221325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013895038,0.0049220724,0.5023473,0.0031916797,0.000074604686,0.0000039056013,0.036034293,0.000001418281,0.0000012627925,0.002449981,0.001167992,0.44841596],"study_design_scores_gemma":[0.003050168,0.0034373133,0.93096054,0.00005415316,0.00004663524,0.0000030638664,0.060174167,0.00015930746,0.000026558804,0.0017521012,0.00019998997,0.00013597883],"about_ca_topic_score_codex":0.0006588367,"about_ca_topic_score_gemma":0.00028382763,"teacher_disagreement_score":0.44828,"about_ca_system_score_codex":0.00010714168,"about_ca_system_score_gemma":0.0000441319,"threshold_uncertainty_score":0.9948689},"labels":[],"label_agreement":null},{"id":"W3003899158","doi":"10.2196/17666","title":"Correction: Iterative Adaptation of a Mobile Nutrition Video-Based Intervention Across Countries Using Human-Centered Design: Qualitative Study","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Computer science; mHealth; Intervention (counseling); User-centered design; Multimedia; Medicine; Psychology; Psychological intervention; Human–computer interaction; Nursing","score_opus":0.22898733453207712,"score_gpt":0.5528147668576769,"score_spread":0.32382743232559985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003899158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35461417,0.049898315,0.17841808,0.009229173,0.12861963,0.26334405,0.010781229,0.0025297503,0.0025655958],"genre_scores_gemma":[0.8764173,0.0064163273,0.002932681,0.00517376,0.0057166517,0.085727245,0.007789546,0.00042310555,0.009403378],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9848107,0.006841434,0.0042894166,0.0014636905,0.00095758255,0.0016371744],"domain_scores_gemma":[0.98985183,0.0016174116,0.0051063886,0.0007320688,0.001420781,0.0012715249],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004310989,0.00085194263,0.002130653,0.0005399869,0.0038919912,0.00005538553,0.00034680252,0.001233978,0.00020628195],"category_scores_gemma":[0.00027544814,0.00087967556,0.00023637967,0.0009402764,0.00031832836,0.00033978527,0.00014674614,0.0035952572,0.000047972288],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043677394,0.0042942367,0.0010819312,0.07845648,0.00014940232,0.000010198571,0.30365852,0.00017980834,0.000008869988,0.00040414065,0.5977755,0.009613172],"study_design_scores_gemma":[0.018350558,0.013517098,0.003682215,0.01252192,0.0006356105,0.000009591801,0.51194537,0.034278482,0.000007742651,0.00040326867,0.40334234,0.0013058045],"about_ca_topic_score_codex":0.0049356786,"about_ca_topic_score_gemma":0.0030623581,"teacher_disagreement_score":0.52180314,"about_ca_system_score_codex":0.0015846579,"about_ca_system_score_gemma":0.005756253,"threshold_uncertainty_score":0.9998802},"labels":[],"label_agreement":null},{"id":"W3003984104","doi":"10.2196/17066","title":"Costing and Cost-Effectiveness of a Mobile Health Intervention (ImTeCHO) in Improving Infant Mortality in Tribal Areas of Gujarat, India: Cluster Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Indian Council of Medical Research; World Health Organization; John D. and Catherine T. MacArthur Foundation","keywords":"Medicine; Randomized controlled trial; Infant mortality; mHealth; Cluster randomised controlled trial; Health care; Intervention (counseling); Cost effectiveness; Health intervention; Cost-effectiveness analysis; Demography; Environmental health; Population; Psychological intervention; Nursing; Economic growth","score_opus":0.06787049145004863,"score_gpt":0.4674145149415239,"score_spread":0.3995440234914753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003984104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91329026,0.0041444898,0.0007735294,0.0010985114,0.00032820753,0.079999335,0.00011163666,0.00005819753,0.00019584858],"genre_scores_gemma":[0.9322152,0.003062407,0.00020022894,0.0017902995,0.00015676103,0.062440444,0.00008710857,0.000038867594,0.000008693525],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98297954,0.008661692,0.0057404675,0.0008516758,0.00045307522,0.0013135778],"domain_scores_gemma":[0.98886544,0.0057413797,0.0035420307,0.0003899157,0.00024268296,0.0012185521],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.020852273,0.00041620515,0.004415656,0.00056790916,0.000393919,0.000010227121,0.00019178058,0.00045033387,0.00002742369],"category_scores_gemma":[0.0022223252,0.00035981764,0.00022340464,0.00092959846,0.00025618612,0.00019547259,0.000167511,0.0014977461,0.0000022897314],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.83480847,0.00080979354,0.086512715,0.04150217,0.00003858709,0.0000028647478,0.005021038,0.000033229702,0.00001955492,0.0030889532,0.00006986948,0.028092742],"study_design_scores_gemma":[0.8878363,0.0021223915,0.10059765,0.001853578,0.00007209701,0.0000023184693,0.0019259718,0.0046420298,0.0000056933054,0.00051694957,0.0002019272,0.00022312014],"about_ca_topic_score_codex":0.011128968,"about_ca_topic_score_gemma":0.0020229216,"teacher_disagreement_score":0.05302779,"about_ca_system_score_codex":0.000495666,"about_ca_system_score_gemma":0.0033422534,"threshold_uncertainty_score":0.9998854},"labels":[],"label_agreement":null},{"id":"W3004014856","doi":"10.2196/15446","title":"Improving Engagement Among Patients With Chronic Cardiometabolic Conditions Using mHealth: Critical Review of Reviews","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Critical appraisal; Psychological intervention; PsycINFO; MEDLINE; Checklist; Medicine; Context (archaeology); Cochrane Library; Behavior change methods; eHealth; Health care; Meta-analysis; Psychology; Nursing; Alternative medicine","score_opus":0.20252854484221708,"score_gpt":0.5227662598858828,"score_spread":0.3202377150436657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004014856","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006396923,0.96121836,0.00029656297,0.0007580613,0.00088731415,0.03461884,0.0016255574,0.00018395769,0.00034737092],"genre_scores_gemma":[0.00009817308,0.9662697,0.0013366546,0.0049213567,0.0013909017,0.024204543,0.0014694821,0.0002589968,0.000050232982],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9815619,0.005692744,0.0069787237,0.0018593232,0.001018206,0.0028890832],"domain_scores_gemma":[0.9856983,0.0019422685,0.00596899,0.001700716,0.00080902624,0.0038807045],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0048422837,0.0013542651,0.0083560925,0.00076595595,0.0028803744,0.000021497084,0.0006566778,0.0009478392,0.00039618614],"category_scores_gemma":[0.0010572847,0.0010590123,0.0005996668,0.0023766342,0.00053441187,0.00029498388,0.00038288702,0.0045101624,0.00016790867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017959012,0.000113299764,0.0003009149,0.5661147,0.000033276367,0.0000018917461,0.000107036765,7.033473e-8,1.974709e-8,0.00088211166,0.0044488446,0.42797983],"study_design_scores_gemma":[0.0009599196,0.00045127588,0.0010631689,0.1838689,0.0023878908,0.000007042346,0.000038516268,0.000021061911,1.0365937e-8,0.000015955564,0.8106474,0.0005388311],"about_ca_topic_score_codex":0.0011005062,"about_ca_topic_score_gemma":0.0001490097,"teacher_disagreement_score":0.8061986,"about_ca_system_score_codex":0.0021301343,"about_ca_system_score_gemma":0.01959329,"threshold_uncertainty_score":0.99992085},"labels":[],"label_agreement":null},{"id":"W3004169943","doi":"10.2196/15663","title":"Factors Related to User Ratings and User Downloads of Mobile Apps for Maternal and Infant Health: A Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Indiana University-Purdue University Indianapolis","keywords":"mHealth; Ordered logit; Logistic regression; Mobile apps; App store; Psychology; User satisfaction; Internet privacy; Medicine; World Wide Web; Computer science; Nursing; Human–computer interaction; Psychological intervention","score_opus":0.10318154600827925,"score_gpt":0.4816113897382326,"score_spread":0.37842984372995336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004169943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97297984,0.0013883839,0.00021661587,0.005728262,0.00033921772,0.018538274,0.0005847992,0.00016083711,0.000063757005],"genre_scores_gemma":[0.97671515,0.0011478314,0.0009486151,0.009810575,0.0001998746,0.01079368,0.00008831498,0.00006971629,0.00022621526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938375,0.0005377041,0.0026737077,0.0010842489,0.00043051562,0.0014363237],"domain_scores_gemma":[0.9939257,0.00087412714,0.0011261811,0.00038161234,0.0003303041,0.003362083],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022309828,0.00043692012,0.001106065,0.0002574554,0.0021621252,0.0000394431,0.0001897909,0.0003551594,0.00008804737],"category_scores_gemma":[0.0002477595,0.00037627667,0.00006379623,0.0005214542,0.0001568656,0.00019295077,0.00021090239,0.00093385193,0.000015674737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007145258,0.00016689544,0.9714223,0.0075930674,0.000020573172,4.9636367e-7,0.010066634,0.000006792208,0.000020932586,0.0020526254,0.003679176,0.0042559584],"study_design_scores_gemma":[0.0038594326,0.003120263,0.9430731,0.00013143863,0.000023802957,0.00000455792,0.0025477859,0.00015970484,0.0000053208614,0.00014515755,0.0466913,0.00023811853],"about_ca_topic_score_codex":0.0027899493,"about_ca_topic_score_gemma":0.0005317708,"teacher_disagreement_score":0.043012124,"about_ca_system_score_codex":0.00019546933,"about_ca_system_score_gemma":0.0017472499,"threshold_uncertainty_score":0.9998689},"labels":[],"label_agreement":null},{"id":"W3004218007","doi":"10.2196/14702","title":"An Automated Blood Pressure Display for Self-Measurement in Patients With Chronic Kidney Disease (iHealth Track): Device Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fresenius Medical Care North America","keywords":"Blood pressure; Medicine; Heart rate; Cardiology; Kidney disease; Internal medicine; Diastole","score_opus":0.05232295981190169,"score_gpt":0.35380232849964005,"score_spread":0.3014793686877384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004218007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97832334,0.004714932,0.000021040823,0.009206879,0.000085063075,0.0070442907,0.0001543779,0.0004341869,0.000015891897],"genre_scores_gemma":[0.9884309,0.00017630873,0.00029976113,0.010145432,0.00024901604,0.00044250686,0.00020318948,0.000047253918,0.0000055900623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971688,0.0002252688,0.00059699384,0.000715937,0.0006778766,0.0006151707],"domain_scores_gemma":[0.9970792,0.00004791493,0.0002400056,0.00033809803,0.00039719482,0.0018976043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058705924,0.00030617337,0.00075212674,0.000112131645,0.00033289526,0.000031159365,0.00009098228,0.0000892033,0.000008311948],"category_scores_gemma":[0.00007922797,0.00023014509,0.000038620547,0.00031462373,0.00003136901,0.00018059147,0.00002842376,0.00028882726,0.0000027778524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006384873,0.008643368,0.95533776,0.01482094,0.00055324147,0.000021189835,0.0056830123,0.000026300964,0.000017606688,0.00004403087,0.006613582,0.0018540857],"study_design_scores_gemma":[0.018069107,0.010293985,0.95930207,0.000266967,0.003676999,0.0000017396508,0.00023948758,0.0029600244,0.000009195816,0.0000041521075,0.0049426057,0.00023368583],"about_ca_topic_score_codex":0.00014449553,"about_ca_topic_score_gemma":0.00013049706,"teacher_disagreement_score":0.014553973,"about_ca_system_score_codex":0.00005550202,"about_ca_system_score_gemma":0.0015247202,"threshold_uncertainty_score":0.93850446},"labels":[],"label_agreement":null},{"id":"W3004347293","doi":"10.2196/17084","title":"Quality of Life of Women After a First Diagnosis of Breast Cancer Using a Self-Management Support mHealth App in Taiwan: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Breast cancer; Self-management; Quality of life (healthcare); Medicine; Cancer; Psychological intervention; Computer science; Nursing; Internal medicine","score_opus":0.0381778381671453,"score_gpt":0.3657460942129059,"score_spread":0.32756825604576056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004347293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98294103,0.0023226512,0.000028004848,0.0074256486,0.00024410959,0.0066693192,0.00020438751,0.000028361346,0.0001365082],"genre_scores_gemma":[0.9895958,0.004531719,0.00011464317,0.0027725257,0.00022781237,0.002708828,0.000010798611,0.000026704927,0.000011194899],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9952399,0.0006393683,0.0024599684,0.00042207044,0.0006011125,0.00063754554],"domain_scores_gemma":[0.9969279,0.0003578326,0.0012874209,0.0002802737,0.00019056704,0.00095597096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032132112,0.00026305835,0.0038590268,0.00024700808,0.00004807797,0.0000054910643,0.00009711745,0.0001384161,0.00023889757],"category_scores_gemma":[0.00015967204,0.00021040728,0.00030732955,0.0005470835,0.00014685829,0.000061534636,0.000059946502,0.0002500674,4.932548e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8621322,0.0007012065,0.0913694,0.024524022,0.00019784263,0.0000052568785,0.019732803,0.0000070992205,0.0000019592314,0.0001124266,0.000108248656,0.0011075207],"study_design_scores_gemma":[0.9177953,0.0011032404,0.07622927,0.0004791409,0.00037488504,0.0000020334387,0.0032033985,0.00035960635,0.0000037242633,0.000024404791,0.00025909703,0.00016588962],"about_ca_topic_score_codex":0.0068338686,"about_ca_topic_score_gemma":0.0018756434,"teacher_disagreement_score":0.055663094,"about_ca_system_score_codex":0.00045399077,"about_ca_system_score_gemma":0.0020660143,"threshold_uncertainty_score":0.9997797},"labels":[],"label_agreement":null},{"id":"W3004499567","doi":"10.2196/16917","title":"Patient Attitudes Toward Mobile Device Use by Health Care Providers in the Emergency Department: Cross-Sectional Survey","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Health care; Cross-sectional study; Logistic regression; Medical emergency; Family medicine; mHealth; Nursing; Psychological intervention","score_opus":0.1474464761268109,"score_gpt":0.4849400451781222,"score_spread":0.33749356905131134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004499567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95389116,0.012885633,0.00012295111,0.014456405,0.0006990339,0.015608926,0.001877354,0.00021214587,0.00024639818],"genre_scores_gemma":[0.9159478,0.007997872,0.00020735234,0.056397855,0.00035233868,0.017374266,0.001605168,0.000067955836,0.000049387523],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9900959,0.0029824623,0.0026806453,0.001231483,0.0007843923,0.0022250845],"domain_scores_gemma":[0.9945814,0.0010288965,0.0011032487,0.00062928564,0.00039255797,0.0022646089],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002431679,0.00049545174,0.00076258095,0.00015687908,0.0028815921,0.000067666675,0.00042656146,0.00038069946,0.00020661851],"category_scores_gemma":[0.00034416214,0.00040002877,0.000096019314,0.0010586539,0.00013734323,0.0004098379,0.0001489934,0.0018236594,0.00014360243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041242718,0.00025461457,0.90249455,0.006584578,0.000008166202,0.0000017986304,0.015759205,0.000011421201,0.000001230943,0.00039639397,0.065685526,0.008390092],"study_design_scores_gemma":[0.0011809593,0.0008499807,0.78201973,0.00005008371,0.0000063229286,0.000002952073,0.0030831837,0.000039435363,4.264528e-7,0.000023468512,0.21251404,0.00022942858],"about_ca_topic_score_codex":0.010040112,"about_ca_topic_score_gemma":0.007641271,"teacher_disagreement_score":0.14682853,"about_ca_system_score_codex":0.0008289157,"about_ca_system_score_gemma":0.0042330287,"threshold_uncertainty_score":0.99984515},"labels":[],"label_agreement":null},{"id":"W3004627142","doi":"10.2196/15085","title":"Use of the Healthy Lifestyle Coaching Chatbot App to Promote Stair-Climbing Habits Among Office Workers: Exploratory Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coaching; Randomized controlled trial; Intervention (counseling); Physical therapy; Psychology; Medicine; Nursing","score_opus":0.09009471655170245,"score_gpt":0.3911906552495924,"score_spread":0.30109593869789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004627142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955537,0.0008566147,0.0002383175,0.021129865,0.003338356,0.017930193,0.00009122115,0.00018688798,0.0006914959],"genre_scores_gemma":[0.9845908,0.000038888113,0.00028248574,0.011212164,0.0004432383,0.0026801864,0.000017432763,0.000075173506,0.00065961236],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99239993,0.0025775982,0.0025574751,0.0007878668,0.0005627548,0.0011143729],"domain_scores_gemma":[0.99474883,0.0013622643,0.0015135497,0.0005831202,0.00014089159,0.001651318],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032664747,0.00042084407,0.002088482,0.00020233395,0.0005339857,0.00009560985,0.00036472428,0.00021851309,0.000056760884],"category_scores_gemma":[0.0011087756,0.00031040408,0.00047144725,0.0006630046,0.0002769714,0.0003870736,0.00019947562,0.0007676093,0.0000668531],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9714414,0.0010949713,0.00214311,0.001565989,0.00013492553,0.000005514987,0.009419309,0.000013060708,0.000003314991,0.0025605324,0.0060129347,0.005604962],"study_design_scores_gemma":[0.9775962,0.0053239684,0.007803333,0.00094490685,0.00021193505,0.000007856134,0.0022087125,0.00041353938,0.000011909058,0.00015130523,0.0048914305,0.00043485573],"about_ca_topic_score_codex":0.000787309,"about_ca_topic_score_gemma":0.00023867267,"teacher_disagreement_score":0.02905377,"about_ca_system_score_codex":0.0001883792,"about_ca_system_score_gemma":0.00065217854,"threshold_uncertainty_score":0.9999348},"labels":[],"label_agreement":null},{"id":"W3004755650","doi":"10.2196/16395","title":"Integrated Care Intervention Supported by a Mobile Health Tool for Patients Using Noninvasive Ventilation at Home: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Medical emergency; Intensive care medicine; Physical therapy; Emergency medicine; Nursing; Surgery","score_opus":0.0376894574391547,"score_gpt":0.36300773710037176,"score_spread":0.32531827966121707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004755650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641179,0.001681127,0.0028941487,0.00046005147,0.0005939024,0.029928789,0.00021095028,0.00009692737,0.000016244303],"genre_scores_gemma":[0.9893512,0.00028054178,0.0006337408,0.003059422,0.00025281057,0.0034131743,0.002814365,0.000052298867,0.00014242844],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965677,0.00041422126,0.0015410053,0.00053142564,0.0003627066,0.000582899],"domain_scores_gemma":[0.99743533,0.00016339372,0.0010390652,0.00017600616,0.00036810478,0.00081808266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095804036,0.00031337404,0.0020468428,0.00014894137,0.000339494,0.000031761152,0.000060237177,0.0001884419,0.000110260546],"category_scores_gemma":[0.00024948255,0.00024591511,0.00045808114,0.0002119243,0.000058214096,0.00012192974,0.000031585696,0.00023419451,0.0000053657136],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9745535,0.00042669097,0.0010262426,0.00282835,0.00009517427,0.0000035811624,0.0022035518,0.0000012377884,0.00017626898,0.000023768049,0.00246404,0.016197594],"study_design_scores_gemma":[0.97896063,0.012100108,0.00015913369,0.00020196187,0.0003836785,0.0000052143046,0.0009513832,0.002114286,0.000249,0.000012521234,0.0046604075,0.00020168077],"about_ca_topic_score_codex":0.00008318345,"about_ca_topic_score_gemma":0.0000140723605,"teacher_disagreement_score":0.026515614,"about_ca_system_score_codex":0.00051220506,"about_ca_system_score_gemma":0.0011792345,"threshold_uncertainty_score":0.9999993},"labels":[],"label_agreement":null},{"id":"W3004798061","doi":"10.2196/15762","title":"Mobile App to Improve House Officers’ Adherence to Advanced Cardiac Life Support Guidelines: Quality Improvement Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Psychological intervention; Medicine; Cardiopulmonary resuscitation; Advanced cardiac life support; Randomized controlled trial; Emergency medicine; Mobile apps; Medical emergency; Resuscitation; Internal medicine; Nursing; Computer science","score_opus":0.07869297824359914,"score_gpt":0.4373695531714343,"score_spread":0.3586765749278351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004798061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827044,0.0004087168,0.00026166218,0.0073112794,0.0012634187,0.007501064,0.000105913445,0.00026460638,0.00017893148],"genre_scores_gemma":[0.9706493,0.00035238,0.0012086955,0.025429621,0.001064266,0.0010698687,0.00003525639,0.000054621483,0.0001360055],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99673074,0.00013067487,0.0010601969,0.0008211343,0.00060464017,0.0006526035],"domain_scores_gemma":[0.995941,0.000067122906,0.00022973014,0.00046698726,0.00037005456,0.002925142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009386064,0.0002902818,0.0008409591,0.000105964806,0.00019581361,0.000030668525,0.00010942501,0.00009539263,0.00002235266],"category_scores_gemma":[0.00042352857,0.000248122,0.00012825393,0.00048114013,0.000028240534,0.0000879385,0.00012287313,0.00029118828,0.00013156026],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0091614025,0.0013695521,0.095587276,0.0064268424,0.00021009822,0.000033605018,0.064806685,0.0001588978,0.0089021735,0.0000655806,0.0925038,0.7207741],"study_design_scores_gemma":[0.012593505,0.06059256,0.6556169,0.00022038644,0.00048559316,0.000002003706,0.056617074,0.00014636274,0.0003462063,0.000015024453,0.21217653,0.0011878734],"about_ca_topic_score_codex":0.0007766757,"about_ca_topic_score_gemma":0.00007458465,"teacher_disagreement_score":0.7195862,"about_ca_system_score_codex":0.00018108326,"about_ca_system_score_gemma":0.0013776483,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W3004832246","doi":"10.2196/15909","title":"A Questionnaire for Assessing User Satisfaction With Mobile Health Apps: Development Using Rasch Measurement Theory","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Rasch model; Likert scale; Health coaching; Applied psychology; Psychology; Scale (ratio); Item response theory; Patient satisfaction; Medicine; Intervention (counseling); Clinical psychology; Psychometrics; Psychological intervention; Nursing; Developmental psychology; Psychiatry","score_opus":0.16539937372422825,"score_gpt":0.47313991519436144,"score_spread":0.3077405414701332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004832246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5692676,0.012702546,0.35226935,0.019715894,0.0009254564,0.043667328,0.00011894444,0.0010429245,0.00028999543],"genre_scores_gemma":[0.9048416,0.0013327181,0.033402223,0.0273945,0.0009130869,0.03183993,0.00008847623,0.00013469388,0.00005277362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929394,0.0012296769,0.0019540763,0.001091511,0.00078064675,0.002004653],"domain_scores_gemma":[0.99428177,0.00037995164,0.0013640636,0.00044844474,0.00066214416,0.0028636563],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0047369697,0.0005059826,0.00093895843,0.00021704593,0.005065352,0.000046895835,0.00017989644,0.00032823003,0.00004751897],"category_scores_gemma":[0.00019888628,0.0004378424,0.00006665913,0.0006159101,0.00011486748,0.00035487622,0.000077132165,0.001087069,0.00003823161],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002532999,0.00045055224,0.16414973,0.05131852,0.0000937844,0.0000029046669,0.018402483,0.00021798037,0.000094774565,0.018009115,0.011658903,0.7330682],"study_design_scores_gemma":[0.012917679,0.0037883928,0.37483186,0.0052535483,0.00024124768,0.000038034814,0.017477237,0.0043043457,0.000026196029,0.0010999239,0.5783991,0.0016224403],"about_ca_topic_score_codex":0.0008363383,"about_ca_topic_score_gemma":0.0011227378,"teacher_disagreement_score":0.7314458,"about_ca_system_score_codex":0.0018407672,"about_ca_system_score_gemma":0.0145811895,"threshold_uncertainty_score":0.99980736},"labels":[],"label_agreement":null},{"id":"W3004935188","doi":"10.2196/16741","title":"Assessment of Mobile Health Apps Using Built-In Smartphone Sensors for Diagnosis and Treatment: Systematic Survey of Apps Listed in International Curated Health App Libraries","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Android (operating system); App store; Mobile phone; World Wide Web; Mobile apps; Phone; Internet privacy; Computer science; Mobile device; Smartphone app; Health care","score_opus":0.1917850609398674,"score_gpt":0.4957269272534338,"score_spread":0.3039418663135664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004935188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9485977,0.011662116,0.00066804513,0.008312916,0.0003786354,0.028434116,0.0017756247,0.000104360486,0.00006646662],"genre_scores_gemma":[0.9496391,0.024509817,0.0032267312,0.0032454657,0.00012444553,0.018558599,0.000602161,0.00007320355,0.000020504345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9900328,0.0026357993,0.004539864,0.00091492967,0.00043030587,0.0014463098],"domain_scores_gemma":[0.9918345,0.002744405,0.0030189438,0.0004871297,0.00033737387,0.0015776296],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004215902,0.00046904376,0.0025756932,0.0006284867,0.00062765495,0.000017518136,0.00025981598,0.00031382884,0.00002943122],"category_scores_gemma":[0.00047058548,0.00043265196,0.00008211672,0.0013552177,0.00017295196,0.00022839314,0.00011918184,0.00064730126,0.0000020240943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078467606,0.001117883,0.76755637,0.19326952,0.000050226412,0.0000017501081,0.011345146,0.00020601792,0.000010349872,0.0031910422,0.0007455878,0.021721438],"study_design_scores_gemma":[0.008943157,0.0036920942,0.9366341,0.008269218,0.0000437327,0.0000046714017,0.005884873,0.0339059,0.0000061823985,0.0001213985,0.0020912476,0.00040338613],"about_ca_topic_score_codex":0.030279972,"about_ca_topic_score_gemma":0.008739662,"teacher_disagreement_score":0.1850003,"about_ca_system_score_codex":0.001074471,"about_ca_system_score_gemma":0.008162105,"threshold_uncertainty_score":0.99981254},"labels":[],"label_agreement":null},{"id":"W3004958388","doi":"10.2196/14707","title":"Accuracy of Optical Heart Rate Sensing Technology in Wearable Fitness Trackers for Young and Older Adults: Validation and Comparison Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Intraclass correlation; Activity tracker; Photoplethysmogram; Heart rate; Pearson product-moment correlation coefficient; Heart rate monitor; Wearable computer; Concordance correlation coefficient; Correlation coefficient; Medicine; Statistics; Physical therapy; Simulation; Computer science; Physical activity; Mathematics; Blood pressure; Telecommunications; Internal medicine; Reproducibility; Wireless","score_opus":0.03819958658620474,"score_gpt":0.341927663093092,"score_spread":0.30372807650688727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004958388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947833,0.0014852794,0.0012533888,0.0010696332,0.000097191136,0.0012169818,0.000007215814,0.000078724086,0.000008332673],"genre_scores_gemma":[0.997665,0.0002521534,0.001911912,0.000045015582,0.000061801584,0.0000358401,0.0000040174214,0.000023689418,5.9124966e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886024,0.00004694725,0.00040876196,0.00026705855,0.00008467429,0.00033229683],"domain_scores_gemma":[0.99938697,0.00020581756,0.00007282039,0.00008932097,0.00004100851,0.00020406766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003012206,0.00014253052,0.0003843524,0.00013622626,0.000084763604,0.000023930494,0.000037276244,0.00009889258,5.814671e-7],"category_scores_gemma":[0.000103242484,0.00014968046,0.0000118510125,0.00026749872,0.00005036272,0.00014482507,0.000028737208,0.0002304952,3.955035e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008387694,0.00031838226,0.8489312,0.014551208,0.000045052744,0.0000108456825,0.02166038,0.00080441067,0.021555122,0.00021877821,0.00018334926,0.09088248],"study_design_scores_gemma":[0.014398519,0.0034232596,0.8359694,0.0016383498,0.00012511238,0.00005268484,0.03957885,0.07052386,0.03271357,0.00046426148,0.00015293593,0.000959203],"about_ca_topic_score_codex":0.000100162084,"about_ca_topic_score_gemma":0.00004893817,"teacher_disagreement_score":0.08992328,"about_ca_system_score_codex":0.000045781395,"about_ca_system_score_gemma":0.00004304848,"threshold_uncertainty_score":0.6103792},"labels":[],"label_agreement":null},{"id":"W3004970923","doi":"10.2196/15096","title":"A Mobile Phone–Based Sexual and Reproductive Health Intervention for Female Sex Workers in Kenya: Development and Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Burnet Institute","keywords":"Reproductive health; Intervention (counseling); Psychological intervention; Sexual and reproductive health and rights; Unintended pregnancy; Health promotion; Behavior change; Psychology; Intervention mapping; mHealth; Medicine; Nursing; Population; Public health; Social psychology; Environmental health; Reproductive rights; Family planning","score_opus":0.16477549996476723,"score_gpt":0.5244051790872033,"score_spread":0.35962967912243604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004970923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628331,0.0043525603,0.0013284135,0.010726016,0.00018631415,0.020233622,0.00011225361,0.00015218502,0.00007551698],"genre_scores_gemma":[0.9573851,0.0005372848,0.0044489196,0.008733666,0.00029572792,0.028185701,0.00013629216,0.00006426178,0.00021303847],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99276006,0.0018859694,0.0020874098,0.0015061195,0.00031884984,0.0014415937],"domain_scores_gemma":[0.9956327,0.000917195,0.0009521635,0.00038267623,0.00017730685,0.0019379677],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005543873,0.00041402702,0.0010205441,0.00029110647,0.0017742901,0.000021994192,0.0001323173,0.00022943213,0.000020107385],"category_scores_gemma":[0.00027252253,0.00040426778,0.000034968514,0.00060815056,0.00014907606,0.00016424734,0.00013401786,0.0009790743,0.000012693174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022611367,0.0011710908,0.16975416,0.023383427,0.000032819025,0.0000028467741,0.5701482,0.000007261092,0.0000039014362,0.0006229709,0.0050728014,0.22753935],"study_design_scores_gemma":[0.013858055,0.006196653,0.19892114,0.0004598597,0.000041857256,0.0000031841776,0.7393871,0.0008352848,0.0000042788465,0.00029676803,0.03945947,0.0005363847],"about_ca_topic_score_codex":0.00202905,"about_ca_topic_score_gemma":0.0021304851,"teacher_disagreement_score":0.22700295,"about_ca_system_score_codex":0.0005104696,"about_ca_system_score_gemma":0.003205751,"threshold_uncertainty_score":0.9998409},"labels":[],"label_agreement":null},{"id":"W3005002353","doi":"10.2196/15282","title":"Bridging the Digital Divide Among Racial and Ethnic Minority Men Who Have Sex With Men to Reduce Substance Use and HIV Risk: Mixed Methods Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Ethnic group; Psychological intervention; Polysubstance dependence; Medicine; Concordance; Sexual minority; Men who have sex with men; Public health; Gerontology; Qualitative property; Substance abuse; Descriptive statistics; Clinical psychology; Substance use; Psychology; Human immunodeficiency virus (HIV); Family medicine; Sexual orientation; Psychiatry; Social psychology","score_opus":0.12008732345539605,"score_gpt":0.45594750888794866,"score_spread":0.3358601854325526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005002353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98625183,0.0009269003,0.0020393408,0.0067578414,0.000008890418,0.0030080872,0.00014245688,0.000049926217,0.00081475085],"genre_scores_gemma":[0.99639696,0.00032909133,0.00051109307,0.00037763186,0.00020953975,0.00012606724,0.00001727846,0.000022431528,0.0020099059],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968399,0.0009055001,0.00047952807,0.00071138865,0.00040936947,0.00065433874],"domain_scores_gemma":[0.9972544,0.00039901724,0.0001713622,0.00037977644,0.000121464866,0.0016740061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001956408,0.00024146159,0.00056458084,0.00008716432,0.00055649737,0.00017346094,0.00011346513,0.00006889774,0.000010082633],"category_scores_gemma":[0.0008097973,0.00016162204,0.000045941953,0.0003423426,0.00028440697,0.00033977276,0.00013447298,0.00072292145,0.0000019780496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014342815,0.00027426012,0.84638226,0.00067014457,0.00006285595,0.000015711266,0.01789829,5.479683e-7,0.000024906514,0.000009544713,0.013589369,0.11963782],"study_design_scores_gemma":[0.0023499466,0.0047719656,0.98057675,0.0001050399,0.00010895182,0.000015011064,0.00740438,0.0040672426,0.00003405572,0.000021041351,0.00039760565,0.00014798855],"about_ca_topic_score_codex":0.0017871897,"about_ca_topic_score_gemma":0.0022986073,"teacher_disagreement_score":0.1341945,"about_ca_system_score_codex":0.00010671715,"about_ca_system_score_gemma":0.0002379272,"threshold_uncertainty_score":0.65907556},"labels":[],"label_agreement":null},{"id":"W3005137628","doi":"10.2196/13686","title":"Maternal Parenting Electronic Diary in the Context of a Home Visit Intervention for Adolescent Mothers in an Urban Deprived Area of São Paulo, Brazil: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Context (archaeology); Psychological intervention; Pregnancy; Intervention (counseling); mHealth; Family medicine; Pediatrics; Nursing","score_opus":0.0838730841065467,"score_gpt":0.43531316592576896,"score_spread":0.35144008181922226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005137628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974431,0.0019247592,0.00090557145,0.0037923907,0.00035151152,0.018508183,0.000039608,0.000030115765,0.000016896383],"genre_scores_gemma":[0.99407965,0.00076682767,0.000037837235,0.003056155,0.00042019677,0.0015350002,0.00004389027,0.000034233643,0.000026219239],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99038553,0.0050365124,0.0026837266,0.00057430496,0.00034362994,0.0009763183],"domain_scores_gemma":[0.9963579,0.0011278486,0.0017538026,0.0002877115,0.00016276512,0.00030994162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00795667,0.00028594738,0.0021152734,0.00023442027,0.0002595259,0.0000079685715,0.0002561931,0.00020583817,0.000024792269],"category_scores_gemma":[0.0005470107,0.00018442076,0.0002466813,0.0003095873,0.00012923386,0.00013587862,0.00005496302,0.0009414969,0.0000016007345],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8307925,0.0012194031,0.12166979,0.0063952105,0.000037112768,0.0000014171136,0.03455754,0.000004206822,0.0000564482,0.0007570843,0.00013895243,0.0043703592],"study_design_scores_gemma":[0.8573122,0.0021583377,0.11398119,0.00091215514,0.0000806481,0.0000010374365,0.022343,0.0025163859,0.000010978417,0.00040791414,0.000095946656,0.00018018947],"about_ca_topic_score_codex":0.00055292144,"about_ca_topic_score_gemma":0.0011543358,"teacher_disagreement_score":0.026519751,"about_ca_system_score_codex":0.00019473552,"about_ca_system_score_gemma":0.0007815336,"threshold_uncertainty_score":0.75204605},"labels":[],"label_agreement":null},{"id":"W3005271815","doi":"10.2196/16414","title":"Feasibility and Utility of mHealth for the Remote Monitoring of Parkinson Disease: Ancillary Study of the PD_manager Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"mHealth; Randomized controlled trial; Parkinson's disease; Medicine; eHealth; Disease; Psychology; Psychological intervention; Health care; Nursing; Surgery; Internal medicine; Political science","score_opus":0.09982242331380327,"score_gpt":0.38867219780288487,"score_spread":0.2888497744890816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005271815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659517,0.010034201,0.00011960146,0.002476332,0.00025802577,0.02102757,0.00008767232,0.000017915909,0.000026993188],"genre_scores_gemma":[0.99640304,0.002621067,0.00016932677,0.00028763828,0.00015735105,0.00032567422,0.0000043254076,0.000016974418,0.000014623463],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.996914,0.0007258563,0.0011252576,0.000435703,0.0004768171,0.00032236322],"domain_scores_gemma":[0.9968847,0.00094931055,0.0009129662,0.0005085608,0.00016980155,0.00057463703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022515992,0.00022648231,0.0018814647,0.000049881728,0.00023029577,0.0000066265115,0.00011446401,0.00006655,0.0000054958796],"category_scores_gemma":[0.0008210108,0.00011659235,0.00030480453,0.00020422018,0.00020097247,0.0000378956,0.00007041486,0.00016944161,8.079537e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91253597,0.0012507455,0.07393646,0.003970033,0.00024903973,0.0000018440539,0.001172152,0.0000012601944,0.0000059767194,0.000065509106,0.000046964604,0.0067640543],"study_design_scores_gemma":[0.5838041,0.0013058558,0.41042885,0.00009435757,0.0013612327,5.7040216e-7,0.00060173444,0.0019729666,0.000013190421,0.00022085106,0.0001439338,0.000052381172],"about_ca_topic_score_codex":0.00032945443,"about_ca_topic_score_gemma":0.000018331893,"teacher_disagreement_score":0.3364924,"about_ca_system_score_codex":0.000046023953,"about_ca_system_score_gemma":0.00064526463,"threshold_uncertainty_score":0.4754498},"labels":[],"label_agreement":null},{"id":"W3005414282","doi":"10.2196/16650","title":"Measurement of Step Angle for Quantifying the Gait Impairment of Parkinson’s Disease by Wearable Sensors: Controlled Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Parkinson's disease; Wearable computer; Gait; Physical medicine and rehabilitation; Wearable technology; Medicine; Accelerometer; Computer science; Psychology; Disease; Embedded system","score_opus":0.10783136189419812,"score_gpt":0.4114921838546334,"score_spread":0.30366082196043526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005414282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763801,0.005827405,0.00041135028,0.0064650136,0.00026468522,0.010283266,0.00020965944,0.000050645496,0.00010788866],"genre_scores_gemma":[0.99575233,0.0010729651,0.000121095974,0.0016030862,0.00019383345,0.0011304045,0.000018033492,0.00002796086,0.000080276564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99596345,0.0011434336,0.0012768699,0.0003983796,0.00056058605,0.0006572759],"domain_scores_gemma":[0.99747044,0.00032534933,0.0009865485,0.00031749127,0.0003056177,0.0005945656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031802948,0.00021375861,0.0008113622,0.000053520635,0.00069083774,0.000007811829,0.00016510955,0.00009526747,0.000010930059],"category_scores_gemma":[0.00019002309,0.00014701873,0.00013539163,0.00019317353,0.000059361708,0.000071262584,0.00005716282,0.00034135743,0.000005153235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.048243657,0.014392809,0.6905033,0.06135814,0.000622856,0.0000052881464,0.04166424,0.000013778376,0.0038924823,0.0015101158,0.12576675,0.012026596],"study_design_scores_gemma":[0.03360502,0.0037852689,0.92127985,0.0008550505,0.00040541906,3.155494e-7,0.020641943,0.004363513,0.0000061933715,0.00014057453,0.014648373,0.0002684993],"about_ca_topic_score_codex":0.0004576691,"about_ca_topic_score_gemma":0.00016690337,"teacher_disagreement_score":0.23077655,"about_ca_system_score_codex":0.00013061728,"about_ca_system_score_gemma":0.0007835877,"threshold_uncertainty_score":0.599525},"labels":[],"label_agreement":null},{"id":"W3005419901","doi":"10.2196/17219","title":"A Mobile Health App for the Collection of Functional Outcomes After Inpatient Stroke Rehabilitation: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; Ministry of Science and Technology of the People's Republic of China","keywords":"Telehealth; Medicine; Randomized controlled trial; Rehabilitation; Physical therapy; mHealth; Telemedicine; Videoconferencing; Telerehabilitation; Quality of life (healthcare); Telephone interview; Health care; Nursing; Psychological intervention; Multimedia; Surgery","score_opus":0.035935861975525125,"score_gpt":0.35267712011903063,"score_spread":0.3167412581435055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005419901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90035623,0.0041194092,0.003232856,0.045668665,0.0014274756,0.04489548,0.0000913425,0.00008349986,0.00012500896],"genre_scores_gemma":[0.9724419,0.00075972185,0.0012587962,0.0070315534,0.00041741188,0.017526213,0.000030077954,0.000021122192,0.00051318045],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99707466,0.0005089918,0.0013519869,0.00033131792,0.00042063257,0.00031239275],"domain_scores_gemma":[0.9933491,0.005167828,0.000608803,0.00018109157,0.00026371627,0.00042949585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018580847,0.00019719671,0.0017454049,0.00015546309,0.00025672044,0.000012218548,0.000040759078,0.000078499375,0.00007976126],"category_scores_gemma":[0.0014484032,0.00011266085,0.00053020165,0.00022994351,0.00021203206,0.00005500891,0.000015200734,0.00021509812,0.000002654997],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98311484,0.00052306015,0.004566761,0.0019469372,0.00013852365,1.16256565e-7,0.0028396077,0.000019925881,0.0000037639336,0.0004480478,0.003817751,0.0025806706],"study_design_scores_gemma":[0.94016755,0.022664668,0.03017149,0.000062593484,0.00023302456,0.0000025682891,0.0011999372,0.0017521136,0.0000010018275,0.0001050129,0.0035496573,0.00009041002],"about_ca_topic_score_codex":0.00006334513,"about_ca_topic_score_gemma":0.000013975712,"teacher_disagreement_score":0.07208566,"about_ca_system_score_codex":0.00015003952,"about_ca_system_score_gemma":0.0012118065,"threshold_uncertainty_score":0.45941758},"labels":[],"label_agreement":null},{"id":"W3005454643","doi":"10.2196/17034","title":"Mood and Stress Evaluation of Adult Patients With Moyamoya Disease in Korea: Ecological Momentary Assessment Method Using a Mobile Phone App","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Moyamoya disease diagnosis and treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Mood; Affect (linguistics); Psychology; Mobile phone; Mood disorders; Clinical psychology; Medicine; Demography; Psychiatry; Anxiety","score_opus":0.054000361867787804,"score_gpt":0.4156926800709012,"score_spread":0.3616923182031134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005454643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447066,0.00080265256,0.000048656875,0.0012301222,0.000023714994,0.0029002775,0.00044701147,0.000019467432,0.00005747072],"genre_scores_gemma":[0.99469626,0.0004352314,0.002727584,0.0011435999,0.000041633626,0.0005680902,0.00036867746,0.000017643479,0.0000012683834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978785,0.00027651945,0.00044056907,0.00046893617,0.0006117758,0.00032372255],"domain_scores_gemma":[0.9983229,0.000088934714,0.0002068368,0.00016234431,0.0001931868,0.0010257952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031610695,0.00020467593,0.0005005411,0.00009628652,0.00008483288,0.0000104840365,0.000033607812,0.00006205533,0.0000745527],"category_scores_gemma":[0.000038846112,0.00014834586,0.00003784033,0.00019410331,0.00005320385,0.00007132482,0.000041253712,0.0001600326,6.7112643e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012342891,0.003268323,0.9792528,0.0018539219,0.00005114022,0.000012930995,0.0005836203,0.00029231608,0.0000070812216,0.000038083035,0.000043469136,0.013362025],"study_design_scores_gemma":[0.009909074,0.0017726639,0.9572742,0.0002166826,0.00059840345,9.873702e-7,0.00033024934,0.029724073,0.000016473754,0.000036335885,0.0000083895675,0.00011249165],"about_ca_topic_score_codex":0.00032826228,"about_ca_topic_score_gemma":0.000060194678,"teacher_disagreement_score":0.029431757,"about_ca_system_score_codex":0.00026580365,"about_ca_system_score_gemma":0.00062548596,"threshold_uncertainty_score":0.60493684},"labels":[],"label_agreement":null},{"id":"W3005662983","doi":"10.2196/16806","title":"Noninvasive Hemoglobin Level Prediction in a Mobile Phone Environment: State of the Art Review and Recommendations","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Photoplethysmogram; Biosignal; Data collection; Mobile phone; Machine learning; Artificial intelligence; Real-time computing; Data mining; Wireless; Telecommunications","score_opus":0.03994369279344639,"score_gpt":0.28966461630117313,"score_spread":0.24972092350772673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005662983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938776,0.04703773,0.0010885838,0.008383797,0.00035401055,0.0031588033,0.00061647425,0.00012171663,0.00046288862],"genre_scores_gemma":[0.927323,0.07102413,0.00044126704,0.0008840145,0.00006174759,0.00018885682,0.000018704988,0.000023360864,0.000034932043],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990724,0.000051440184,0.00036430603,0.00017697486,0.00010543857,0.00022946064],"domain_scores_gemma":[0.9995228,0.00005406204,0.00008548681,0.00012646761,0.000010798544,0.00020036471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001855787,0.000119293196,0.00024187364,0.00003716898,0.00006830556,0.0000065625272,0.00006336285,0.00003387257,0.000023279306],"category_scores_gemma":[0.000018958528,0.00010350094,0.00002081207,0.00021156274,0.000038395927,0.000098954544,0.00004519472,0.00022801357,0.000011327243],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023010331,0.00068037084,0.18773742,0.15196504,0.00021193924,0.000031294825,0.029475307,0.006389229,0.039362684,0.00024102298,0.10307574,0.48059985],"study_design_scores_gemma":[0.013425704,0.0035450726,0.71040666,0.01511532,0.0007242544,0.00024277002,0.0031393173,0.007578719,0.038969353,0.0017915874,0.20225005,0.002811163],"about_ca_topic_score_codex":0.000021119873,"about_ca_topic_score_gemma":0.00001907899,"teacher_disagreement_score":0.52266926,"about_ca_system_score_codex":0.00010235333,"about_ca_system_score_gemma":0.00005130546,"threshold_uncertainty_score":0.42206457},"labels":[],"label_agreement":null},{"id":"W3005716739","doi":"10.2196/15390","title":"A Mobile-Based Intervention for Glycemic Control in Patients With Type 2 Diabetes: Retrospective, Propensity Score-Matched Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Tianjin City; National Natural Science Foundation of China","keywords":"Propensity score matching; Glycemic; Medicine; Type 2 diabetes; Retrospective cohort study; Cohort; Diabetes mellitus; Internal medicine; Insulin; Endocrinology","score_opus":0.03547626648634623,"score_gpt":0.32384902864917187,"score_spread":0.28837276216282565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005716739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988722,0.00008145635,0.00010361301,0.0006380287,0.00011635032,0.01022951,0.000009837809,0.000054852164,0.00004433472],"genre_scores_gemma":[0.996401,0.000008331402,0.0000781744,0.0024699206,0.00007892822,0.0007603371,0.00015615643,0.000023148506,0.000023998828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858755,0.00007355807,0.0003512203,0.00040330857,0.00022245084,0.00036192915],"domain_scores_gemma":[0.99912626,0.000026146825,0.00019605475,0.00016944007,0.00019292475,0.00028917895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041035016,0.00015376652,0.00048426882,0.00010658943,0.000080073194,0.000021889884,0.000050024933,0.000047810838,0.0000142074205],"category_scores_gemma":[0.0000665826,0.00012351545,0.00003213198,0.00033127426,0.00003149555,0.00009412748,0.000013933492,0.00016940023,0.000004932537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006790072,0.0014916479,0.9868692,0.0017856277,0.000036906833,4.5200866e-7,0.00058363355,0.0000039951287,0.0000022564373,0.0000044468757,0.00041355114,0.0020182116],"study_design_scores_gemma":[0.018214786,0.019739645,0.96026546,0.0001497363,0.00016554934,3.126355e-8,0.00017465693,0.0010759751,0.000002257884,0.00000971933,0.000098288976,0.00010386771],"about_ca_topic_score_codex":0.000048412152,"about_ca_topic_score_gemma":0.000030783092,"teacher_disagreement_score":0.026603714,"about_ca_system_score_codex":0.00021080574,"about_ca_system_score_gemma":0.00018537692,"threshold_uncertainty_score":0.50368136},"labels":[],"label_agreement":null},{"id":"W3005776191","doi":"10.2196/14817","title":"Multidimensional Cognitive Behavioral Therapy for Obesity Applied by Psychologists Using a Digital Platform: Open-Label Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Behavioral therapy; Cognition; Cognitive behavioral therapy; Psychology; Clinical psychology; Medicine; Physical therapy; Psychotherapist; Applied psychology; Psychiatry; Internal medicine","score_opus":0.2480310506232293,"score_gpt":0.5283753109296143,"score_spread":0.28034426030638504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005776191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8685256,0.0016068165,0.0045504635,0.0059042494,0.0007155268,0.11636386,0.0010621998,0.0002393749,0.0010318984],"genre_scores_gemma":[0.87401354,0.0019387582,0.0026467545,0.032281987,0.0009123151,0.08694182,0.00094383,0.000105007675,0.00021596854],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9926769,0.00082499033,0.0029001017,0.0012541027,0.00048349283,0.0018603774],"domain_scores_gemma":[0.9911181,0.0035998896,0.0018972723,0.00036506722,0.00041771977,0.0026019975],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003347427,0.0006111204,0.003144975,0.00014174788,0.003000041,0.000075266034,0.00038111868,0.0006255216,0.00013876791],"category_scores_gemma":[0.0005221771,0.0004801348,0.00020194425,0.00038092048,0.00033212433,0.00033729692,0.00019079799,0.0012188177,0.00006208137],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9667169,0.0022627418,0.0002689438,0.0008502085,0.00005515512,0.0000011970169,0.001278747,4.199956e-7,0.000038068716,0.0033351325,0.008960581,0.016231937],"study_design_scores_gemma":[0.9826011,0.0022038515,0.00019732,0.00010601791,0.0001598781,0.0000026893292,0.00083273085,0.0016898529,0.0000029298137,0.00065985403,0.011145408,0.0003983617],"about_ca_topic_score_codex":0.00037068114,"about_ca_topic_score_gemma":0.000023271165,"teacher_disagreement_score":0.029422035,"about_ca_system_score_codex":0.00024387315,"about_ca_system_score_gemma":0.0033958901,"threshold_uncertainty_score":0.99976504},"labels":[],"label_agreement":null},{"id":"W3005921821","doi":"10.2196/15849","title":"Effectiveness of Text Message Interventions for Weight Management in Adolescents: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; University of Sydney","keywords":"Psychological intervention; Medicine; Population; Randomized controlled trial; Behavior change methods; Obesity; Weight loss; Text message; Gerontology; Internal medicine; Psychiatry; Environmental health","score_opus":0.11502837379220747,"score_gpt":0.5198801988201124,"score_spread":0.4048518250279049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005921821","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017236057,0.9045615,0.00042136325,0.00047403813,0.00047948264,0.093126036,0.00044093464,0.00010122345,0.00039369037],"genre_scores_gemma":[0.00007439732,0.8451544,0.00022136213,0.0012288056,0.00013590492,0.15254669,0.0003842145,0.00012584853,0.00012837567],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9849924,0.005338349,0.0064586014,0.0012124293,0.0004300577,0.0015681713],"domain_scores_gemma":[0.99142855,0.0019701705,0.003952961,0.0011066048,0.00022741749,0.0013142957],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069504916,0.00080800394,0.0078143,0.0007322917,0.00067160773,0.000008626242,0.00062339206,0.0006703151,0.000034774504],"category_scores_gemma":[0.00043302524,0.00066031684,0.00083365245,0.0014118307,0.00009540301,0.0000978333,0.00024883015,0.0017046718,0.00011574818],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006172571,0.00024728186,0.000029590274,0.84574556,0.000068592395,0.0000038446196,0.00006603037,1.9015337e-8,4.1096153e-9,0.007072125,0.0014432161,0.14526203],"study_design_scores_gemma":[0.0011128096,0.0001690084,0.000103265906,0.689936,0.0020635372,0.000005893765,0.000078194826,0.000004031782,5.937649e-9,0.0001529979,0.30612215,0.00025213775],"about_ca_topic_score_codex":0.00009527733,"about_ca_topic_score_gemma":0.000071445356,"teacher_disagreement_score":0.30467895,"about_ca_system_score_codex":0.001062419,"about_ca_system_score_gemma":0.0025631946,"threshold_uncertainty_score":0.9995848},"labels":[],"label_agreement":null},{"id":"W3005931449","doi":"10.2196/16085","title":"The Acceptability and Effectiveness of Web-Based Developmental Surveillance Programs: Rapid Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Web application; Computer science; Internet privacy; Medicine; World Wide Web; Psychology","score_opus":0.06473702708465631,"score_gpt":0.3942265461672846,"score_spread":0.32948951908262825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005931449","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054603483,0.9920292,9.920299e-7,0.00044420708,0.00015226491,0.006090821,0.00012430947,0.00005734564,0.000554842],"genre_scores_gemma":[0.0013516708,0.99623805,0.00038954738,0.00050637336,0.00007304808,0.0006919685,0.00070357596,0.00004086751,0.0000049001696],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962818,0.001151247,0.0011157102,0.0005959638,0.0003491394,0.00050616055],"domain_scores_gemma":[0.9975168,0.00090824306,0.0006188383,0.00032155644,0.00013846785,0.0004960562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029621776,0.0004709255,0.0027108502,0.00007341255,0.00026816715,0.00002452205,0.00015800227,0.00023131266,0.000027956406],"category_scores_gemma":[0.00021016048,0.0002848498,0.00021869606,0.00045338113,0.00024348249,0.000037017504,0.0000887114,0.0005986539,0.000002562505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010094101,0.000010865368,0.0022913958,0.40078515,0.000033165263,0.000004123053,0.00004154405,2.6344615e-10,1.8806201e-8,0.000010051791,0.00016608169,0.59655666],"study_design_scores_gemma":[0.0007793166,0.00036723347,0.012917508,0.0429292,0.0003219496,0.000089599016,0.000015229046,0.000001964082,3.1108237e-7,0.0000050304243,0.9423089,0.0002637852],"about_ca_topic_score_codex":0.000013254902,"about_ca_topic_score_gemma":0.000012554575,"teacher_disagreement_score":0.9421428,"about_ca_system_score_codex":0.00022249612,"about_ca_system_score_gemma":0.004847375,"threshold_uncertainty_score":0.99996036},"labels":[],"label_agreement":null},{"id":"W3005992664","doi":"10.2196/14375","title":"Understanding and Preventing Health Concerns About Emerging Mobile Health Technologies","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"mHealth; Worry; Public health; Internet privacy; Digital health; Medicine; Population; Health care; Psychology; Computer science; Psychological intervention; Political science; Nursing; Environmental health; Psychiatry; Anxiety","score_opus":0.2508126542023806,"score_gpt":0.4979073161853891,"score_spread":0.2470946619830085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3005992664","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2044685,0.18476519,0.021584902,0.5232773,0.0019519384,0.05252923,0.0007450491,0.0065009226,0.0041770036],"genre_scores_gemma":[0.8768254,0.063834675,0.001727882,0.04751172,0.00054590846,0.00918125,0.00010778011,0.00012140167,0.00014399289],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99118865,0.0010767339,0.0026076902,0.0014363087,0.0005382371,0.0031524054],"domain_scores_gemma":[0.99385625,0.000680585,0.0019305764,0.0006097939,0.00013069392,0.0027920755],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002975037,0.00059489073,0.0014466359,0.00033959936,0.0059350324,0.000047696038,0.00034680983,0.0004418088,0.00009635824],"category_scores_gemma":[0.00024368368,0.0005821703,0.000087585264,0.0010149648,0.0003408612,0.00029756277,0.00038627387,0.0022799734,0.000064716696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040845358,0.00026413906,0.065654285,0.05687007,0.000055528537,0.0000072580783,0.036715362,0.000020040801,0.000019949568,0.1006407,0.077736855,0.6616074],"study_design_scores_gemma":[0.0061457707,0.0039374246,0.025500491,0.002409135,0.00006264266,0.00003454179,0.09522971,0.0034365703,0.000004165998,0.005522526,0.85654265,0.0011743696],"about_ca_topic_score_codex":0.0010848443,"about_ca_topic_score_gemma":0.00047529105,"teacher_disagreement_score":0.7788058,"about_ca_system_score_codex":0.0011852921,"about_ca_system_score_gemma":0.0047072247,"threshold_uncertainty_score":0.999663},"labels":[],"label_agreement":null},{"id":"W3006111520","doi":"10.2196/14969","title":"A Social Group-Based Information-Motivation-Behavior Skill Intervention to Promote Acceptability and Adoption of Wearable Activity Trackers Among Middle-Aged and Older Adults: Cluster Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Randomized controlled trial; Intervention (counseling); Wearable computer; Cluster (spacecraft); mHealth; Psychology; Applied psychology; Physical therapy; Psychological intervention; Medicine; Physical activity; Computer science","score_opus":0.02654835679121873,"score_gpt":0.3350275013483019,"score_spread":0.30847914455708314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006111520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789593,0.00006254654,0.0009169975,0.007084204,0.00011467346,0.0126802595,0.000022789927,0.0001251859,0.000034036024],"genre_scores_gemma":[0.9976909,0.00007030826,0.00041911483,0.00050677947,0.000091405986,0.0011863415,0.000018305163,0.000009964421,0.0000068441],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969725,0.0010674787,0.0008814233,0.00034434145,0.0003531556,0.00038111603],"domain_scores_gemma":[0.9981595,0.00047273966,0.00072799553,0.00010795464,0.00014970511,0.00038206074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027421862,0.00019447594,0.000953087,0.00017835111,0.0005752225,0.000072846764,0.00010170574,0.00029380136,0.00002336587],"category_scores_gemma":[0.0013782721,0.00017318608,0.00013757363,0.00034208104,0.00048540582,0.0007734004,0.00004228558,0.00031609696,0.0000010815799],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8004823,0.0006653382,0.017962687,0.0018612014,0.00004074635,4.859974e-7,0.09950527,0.0000013639966,0.000007399005,0.00025542558,0.00010011921,0.07911772],"study_design_scores_gemma":[0.64908886,0.0005636849,0.3428545,0.00014577097,0.00011763277,2.47121e-7,0.006299049,0.00066855527,0.000007799915,0.00006154234,0.00003150754,0.0001608342],"about_ca_topic_score_codex":0.0019067352,"about_ca_topic_score_gemma":0.0016806267,"teacher_disagreement_score":0.3248918,"about_ca_system_score_codex":0.00011535941,"about_ca_system_score_gemma":0.00022889259,"threshold_uncertainty_score":0.7062323},"labels":[],"label_agreement":null},{"id":"W3006308508","doi":"10.2196/16251","title":"Pilot Study of a Multilevel Mobile Health App for Substance Use, Sexual Risk Behaviors, and Testing for Sexually Transmitted Infections and HIV Among Youth: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Randomized controlled trial; Human immunodeficiency virus (HIV); Men who have sex with men; mHealth; Sexual behavior; Reproductive health; Medicine; Mobile apps; Psychology; Substance use; Clinical psychology; Psychiatry; Family medicine; Environmental health; Psychological intervention; Population; Computer science; World Wide Web; Syphilis","score_opus":0.14441839156688768,"score_gpt":0.43625476902445337,"score_spread":0.2918363774575657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006308508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85275614,0.0014046296,0.0064724637,0.0008937754,0.00036446535,0.13620397,0.0016563867,0.00023603943,0.000012116115],"genre_scores_gemma":[0.8445268,0.001119626,0.0027187334,0.0017856827,0.00047806077,0.14899524,0.00018777559,0.000099149154,0.00008888278],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9900298,0.002546339,0.004101105,0.0012863606,0.00039268233,0.0016436907],"domain_scores_gemma":[0.9790388,0.014316305,0.0030912724,0.00044906428,0.00064417056,0.002460408],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006087035,0.00061723497,0.003616323,0.00031411008,0.0034266016,0.00003847886,0.00017041761,0.00026258294,0.000008295664],"category_scores_gemma":[0.0025819773,0.00053189415,0.000119944074,0.00052450196,0.00032395072,0.00025257125,0.000057674515,0.0011681226,0.0000011644265],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.821063,0.0035095417,0.09583961,0.012728766,0.00014136988,5.1647316e-7,0.04536566,0.000023802493,0.00001532601,0.0005763191,0.0010750974,0.019660981],"study_design_scores_gemma":[0.91345555,0.034315586,0.028873205,0.00024169493,0.00069529505,0.0000018469119,0.014692226,0.00672031,3.6968785e-7,0.00013313875,0.0004632457,0.00040756533],"about_ca_topic_score_codex":0.0069250357,"about_ca_topic_score_gemma":0.0053280448,"teacher_disagreement_score":0.09239251,"about_ca_system_score_codex":0.0001576197,"about_ca_system_score_gemma":0.002619728,"threshold_uncertainty_score":0.99971324},"labels":[],"label_agreement":null},{"id":"W3006498090","doi":"10.2196/15112","title":"A Pedometer-Guided Physical Activity Intervention for Obese Pregnant Women (the Fit MUM Study): Randomized Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pedometer; Medicine; Overweight; Randomized controlled trial; Population; Physical therapy; Weight gain; Obesity; Pregnancy; Physical activity; Body weight; Environmental health; Internal medicine","score_opus":0.16555773404848217,"score_gpt":0.4742024795135892,"score_spread":0.308644745465107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006498090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97013855,0.0001093242,0.00032603354,0.009286363,0.000055903052,0.019963318,0.000025425474,0.000053757984,0.000041344232],"genre_scores_gemma":[0.99396604,0.00006414461,0.000066768145,0.00087282737,0.00017793423,0.00456212,0.000017189359,0.000018402427,0.00025459667],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9970747,0.00084441813,0.00041954333,0.0005300968,0.0005337495,0.00059749157],"domain_scores_gemma":[0.9980229,0.0005607089,0.00019423252,0.00030182916,0.0001645817,0.0007557099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023416972,0.00019442195,0.0007909103,0.00008236176,0.00023426276,0.000045845416,0.00011941498,0.000029796718,0.000025081423],"category_scores_gemma":[0.00083456154,0.00012233412,0.00016519982,0.00026248378,0.00009580864,0.00009893287,0.00012202291,0.00028731907,0.00000858533],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.44866166,0.094695754,0.041674864,0.031331334,0.0014067646,0.00005371169,0.12041339,0.000020135232,0.00011367912,0.00050487596,0.007849117,0.2532747],"study_design_scores_gemma":[0.32831174,0.029631492,0.61333203,0.00013011562,0.0004435189,0.0000023558564,0.014905325,0.01162991,0.000010995911,0.00064311986,0.0007277104,0.00023166291],"about_ca_topic_score_codex":0.00016824562,"about_ca_topic_score_gemma":0.000033595254,"teacher_disagreement_score":0.5716572,"about_ca_system_score_codex":0.00021484349,"about_ca_system_score_gemma":0.00022182391,"threshold_uncertainty_score":0.49886405},"labels":[],"label_agreement":null},{"id":"W3006505460","doi":"10.2196/16999","title":"Effect of an mHealth Intervention Using a Pedometer App With Full In-Person Counseling on Body Composition of Overweight Adults: Randomized Controlled Weight Loss Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pedometer; Overweight; mHealth; Medicine; Physical therapy; Randomized controlled trial; Body mass index; Weight loss; Obesity; Intervention (counseling); Medical prescription; Physical activity; Psychological intervention; Internal medicine; Nursing","score_opus":0.028349810101433337,"score_gpt":0.3649265568655171,"score_spread":0.3365767467640838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006505460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99046856,0.00039771042,0.0006314661,0.0013790942,0.00012416387,0.0068507222,0.00003559693,0.00004320771,0.00006946598],"genre_scores_gemma":[0.9978371,0.00043229182,0.0003138107,0.0007285753,0.00040913178,0.00016707629,0.00007644071,0.00003338393,0.0000021819762],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99530834,0.001753275,0.0013061176,0.00052281027,0.00058839156,0.000521039],"domain_scores_gemma":[0.9966557,0.0011178413,0.0011611783,0.00022081773,0.00013371828,0.0007107645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024268446,0.00033707762,0.0035106472,0.00029803056,0.00012587583,0.000011292226,0.0000749228,0.00016904685,0.000016274333],"category_scores_gemma":[0.00014269415,0.00022615172,0.00029449633,0.00039550476,0.00017941384,0.00020077654,0.000012463337,0.0006135776,0.0000013504878],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97731733,0.0027832882,0.00017230834,0.013523042,0.00008097719,0.00001355221,0.0024003806,0.00001525879,0.00052982254,0.00022445177,0.000007342413,0.002932252],"study_design_scores_gemma":[0.88540906,0.0731704,0.0004751909,0.0024556937,0.0005138361,0.00002283226,0.00017665917,0.03693686,0.0006263727,0.000035252688,0.0000071864597,0.00017066064],"about_ca_topic_score_codex":0.0006180804,"about_ca_topic_score_gemma":0.000038588,"teacher_disagreement_score":0.091908276,"about_ca_system_score_codex":0.00019865064,"about_ca_system_score_gemma":0.00044854192,"threshold_uncertainty_score":0.92221993},"labels":[],"label_agreement":null},{"id":"W3006526587","doi":"10.2196/16220","title":"The Implementation of a Text Messaging Intervention to Improve HIV Continuum of Care Outcomes Among Persons Recently Released From Correctional Facilities: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse","keywords":"mHealth; Psychological intervention; Medicine; Short Message Service; Randomized controlled trial; Intervention (counseling); Family medicine; Text messaging; Nursing","score_opus":0.033861721117328485,"score_gpt":0.42847288256446164,"score_spread":0.39461116144713315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006526587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94544494,0.0014468511,0.0010769442,0.015353521,0.001522046,0.033292424,0.0011332068,0.000097671305,0.00063237216],"genre_scores_gemma":[0.97205764,0.0008792202,0.00022201688,0.0024002274,0.00034963168,0.02329702,0.00024751993,0.000034008623,0.00051270437],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.992179,0.0023568955,0.003487835,0.0005788438,0.00052200066,0.0008754193],"domain_scores_gemma":[0.99116164,0.004410047,0.002508473,0.00038572992,0.00046497455,0.001069155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026874226,0.00032093344,0.002108976,0.0001660886,0.0013045428,0.000016684362,0.00022741413,0.00021549042,0.00026852128],"category_scores_gemma":[0.0010523784,0.00022710772,0.00040078166,0.0003361034,0.00020896445,0.00011538808,0.00008894507,0.0006957791,0.00001597846],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.86261576,0.00018218093,0.044489626,0.005563729,0.00017864919,3.6294753e-7,0.048275743,0.0000022152115,0.000022369624,0.0028497397,0.011551611,0.024268024],"study_design_scores_gemma":[0.84374523,0.0010096923,0.036085863,0.00028744075,0.00025262148,1.8054126e-7,0.106706284,0.00027602605,0.000016089436,0.00018611172,0.0112322895,0.00020215492],"about_ca_topic_score_codex":0.010869859,"about_ca_topic_score_gemma":0.0051426613,"teacher_disagreement_score":0.058430545,"about_ca_system_score_codex":0.00026981934,"about_ca_system_score_gemma":0.0018778554,"threshold_uncertainty_score":0.99999565},"labels":[],"label_agreement":null},{"id":"W3006639564","doi":"10.2196/16811","title":"Accuracy of Vital Signs Measurements by a Smartwatch and a Portable Health Device: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vital signs; Medicine; Blood pressure; Sitting; Heart rate; Smartwatch; Limits of agreement; Bland–Altman plot; Gold standard (test); Standard deviation; Computer science; Statistics; Internal medicine; Surgery; Mathematics; Nuclear medicine; Embedded system","score_opus":0.09832335925382288,"score_gpt":0.3568539890300812,"score_spread":0.2585306297762583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006639564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925342,0.003749312,0.0008719166,0.0010265507,0.0001568609,0.0013461048,0.000050827643,0.00015468796,0.00010950196],"genre_scores_gemma":[0.9982695,0.00062012195,0.00037108542,0.0004665939,0.00013008845,0.0000686804,0.0000259839,0.000043679927,0.0000042882643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801266,0.00012003305,0.0006192364,0.00034890423,0.00037320593,0.00052597333],"domain_scores_gemma":[0.99871033,0.00009035401,0.00021067845,0.00016758232,0.00006419189,0.0007568336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005379071,0.00023245017,0.00045359277,0.00007582977,0.00017270986,0.00003857369,0.000099187826,0.000064662396,0.000008333198],"category_scores_gemma":[0.000064547196,0.00023979548,0.000024773859,0.00032979724,0.000026550077,0.000270771,0.000046893598,0.0002405552,0.000004248817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023607799,0.0006888133,0.8368313,0.013958742,0.00016042418,0.000009627461,0.018800247,0.00018340777,0.06691463,0.000031460677,0.013113886,0.049071424],"study_design_scores_gemma":[0.044479493,0.04565144,0.70124674,0.0027882995,0.0009462004,0.000117407624,0.042143,0.004068795,0.13112873,0.0007467123,0.019412257,0.0072709047],"about_ca_topic_score_codex":0.0005241997,"about_ca_topic_score_gemma":0.00004835952,"teacher_disagreement_score":0.1355845,"about_ca_system_score_codex":0.00013014118,"about_ca_system_score_gemma":0.00020904966,"threshold_uncertainty_score":0.9778576},"labels":[],"label_agreement":null},{"id":"W3006641157","doi":"10.2196/15927","title":"Incorporating Behavioral Trigger Messages Into a Mobile Health App for Chronic Disease Management: Randomized Clinical Feasibility Trial in Diabetes","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Facilitator; Randomized controlled trial; Repeated measures design; Self-management; Type 2 diabetes; Psychology; Applied psychology; Medicine; Health care; Psychological intervention; Clinical psychology; Diabetes mellitus; Computer science; Nursing; Social psychology","score_opus":0.15360083346253156,"score_gpt":0.5338125709449124,"score_spread":0.38021173748238085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006641157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7824127,0.01634618,0.0019188472,0.04699199,0.0016205782,0.1492895,0.00041415048,0.0007005541,0.0003054751],"genre_scores_gemma":[0.79908043,0.009754709,0.0027392197,0.02085928,0.0019477482,0.16484149,0.000513654,0.00011687807,0.00014661018],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98452294,0.0051702126,0.0054920786,0.0017745193,0.0005448428,0.002495421],"domain_scores_gemma":[0.9883337,0.003307308,0.0022935353,0.0008504893,0.00021144826,0.005003521],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.014632314,0.0006205632,0.002809737,0.00033419326,0.002191006,0.000035214114,0.00043815468,0.0004716961,0.000076358956],"category_scores_gemma":[0.0008116267,0.0005596805,0.00038092662,0.00091303425,0.00043556816,0.00025671354,0.0002507355,0.0018466095,0.000053859425],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.48781705,0.0027903088,0.083081335,0.07183,0.000061521765,0.0000085732845,0.0041506337,0.000020636704,0.000001425688,0.01913781,0.018736124,0.31236458],"study_design_scores_gemma":[0.86772805,0.0064354367,0.027995465,0.0009668247,0.00027514333,4.685333e-7,0.0017360563,0.006817915,4.1513096e-7,0.007056189,0.08016175,0.00082628435],"about_ca_topic_score_codex":0.00049007114,"about_ca_topic_score_gemma":0.0008196457,"teacher_disagreement_score":0.379911,"about_ca_system_score_codex":0.0011278923,"about_ca_system_score_gemma":0.00720656,"threshold_uncertainty_score":0.99968547},"labels":[],"label_agreement":null},{"id":"W3006800105","doi":"10.2196/15923","title":"Overview of Policies, Guidelines, and Standards for Active Assisted Living Data Exchange: Thematic Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; Public Health Ontario; University of Toronto; University Health Network; Health Canada; Canadian Standards Association; University of Waterloo","funders":"University of Waterloo; Mitacs","keywords":"Thematic analysis; Interoperability; Population; Knowledge management; Computer science; Business; Process management; Internet privacy; Medicine; Qualitative research; World Wide Web; Sociology","score_opus":0.39555753089689744,"score_gpt":0.5513713860524261,"score_spread":0.15581385515552865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006800105","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030787225,0.9883376,0.00023991072,0.0034232489,0.0000957169,0.0025534586,0.0050217076,0.000117488846,0.00018012832],"genre_scores_gemma":[0.00011262972,0.9969843,0.0017036189,0.00038358543,0.00025368837,0.00019996428,0.0002536923,0.000040173454,0.00006836488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957255,0.0006826352,0.001324882,0.00084068865,0.00074502314,0.00068125693],"domain_scores_gemma":[0.9953964,0.0011856328,0.0015556955,0.00084645563,0.00050049246,0.0005153609],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004384728,0.00039308085,0.003013779,0.0005361962,0.00057368405,0.000054226584,0.0007940933,0.00052650407,0.00002766912],"category_scores_gemma":[0.0033832928,0.00032586514,0.00021506666,0.001963801,0.00036051322,0.00017254641,0.0004610717,0.00041129036,7.7616016e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007966491,0.00003510742,0.000017692468,0.0802025,0.00031626198,8.2509695e-7,0.0030668373,7.3504354e-9,5.2897904e-9,0.0010783433,0.0063067097,0.90896773],"study_design_scores_gemma":[0.00018401901,0.000109365814,0.00023474808,0.008353514,0.0039209286,0.000004146039,0.0014541453,0.000039355113,1.14067635e-8,0.00012721798,0.98533267,0.000239853],"about_ca_topic_score_codex":0.0037588081,"about_ca_topic_score_gemma":0.011317143,"teacher_disagreement_score":0.97902596,"about_ca_system_score_codex":0.0004905301,"about_ca_system_score_gemma":0.0060187695,"threshold_uncertainty_score":0.99991935},"labels":[],"label_agreement":null},{"id":"W3006906930","doi":"10.2196/13737","title":"Derivation of Breathing Metrics From a Photoplethysmogram at Rest: Machine Learning Methodology","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photoplethysmogram; Respiratory rate; Expiration; Breathing; Medicine; Respiratory system; Computer science; Respiratory physiology; Artificial intelligence; Cardiology; Heart rate; Internal medicine; Anesthesia; Computer vision; Blood pressure","score_opus":0.11099524494874073,"score_gpt":0.3478150795933214,"score_spread":0.23681983464458067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006906930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742698,0.0046767686,0.01954522,0.0003981801,0.0002594918,0.0003131088,0.000035323883,0.0002429713,0.00025913204],"genre_scores_gemma":[0.97473913,0.0013507247,0.02319428,0.00033073814,0.00026013417,0.000023993225,0.00004588705,0.000047974943,0.0000071177483],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99841356,0.00022801032,0.00046072726,0.00028997354,0.000203802,0.0004039347],"domain_scores_gemma":[0.9985776,0.00068011676,0.00015921377,0.00013930046,0.000042681975,0.00040108836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043801713,0.0001890033,0.00042933982,0.00015645438,0.00015114067,0.000014847077,0.00010869254,0.00014357283,0.000022680812],"category_scores_gemma":[0.00034511535,0.00019766565,0.000045971094,0.00057130645,0.00003548803,0.0001071839,0.000078746336,0.00047726746,0.000008746869],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005627455,0.00009936226,0.38723364,0.0092497775,0.00016671076,0.00004948741,0.023680495,0.0047124918,0.42839143,0.0005683809,0.0008672268,0.14441824],"study_design_scores_gemma":[0.01085309,0.004807399,0.5302789,0.0009276303,0.0006192119,0.00013438349,0.003486016,0.16144438,0.24520503,0.0038716237,0.03510684,0.003265487],"about_ca_topic_score_codex":0.0008506656,"about_ca_topic_score_gemma":0.000047122223,"teacher_disagreement_score":0.1831864,"about_ca_system_score_codex":0.00014939216,"about_ca_system_score_gemma":0.000049861366,"threshold_uncertainty_score":0.80605716},"labels":[],"label_agreement":null},{"id":"W3006944228","doi":"10.2196/16426","title":"Feasibility of a Mobile Health Tool for Mothers to Identify Neonatal Illness in Rural Uganda: Acceptability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins University; Bill and Melinda Gates Foundation","keywords":"Medicine; mHealth; Triage; Health care; Qualitative research; Economic shortage; Family medicine; Nursing; Medical emergency; Psychological intervention; Government (linguistics)","score_opus":0.0517839870004707,"score_gpt":0.42907011202508083,"score_spread":0.3772861250246101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006944228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97899586,0.0005999333,0.00009087327,0.009332607,0.00015381764,0.010517857,0.00022814822,0.000058977963,0.000021899383],"genre_scores_gemma":[0.9888548,0.00012636944,0.00041075473,0.0098615065,0.00016243309,0.00052145374,0.00002415121,0.000025426792,0.000013068591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968519,0.00022080968,0.001167227,0.00060280954,0.00038279442,0.00077442295],"domain_scores_gemma":[0.9978889,0.000088712,0.00027396163,0.00034724688,0.00012673724,0.0012743977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012952408,0.00025283507,0.001058462,0.0001105679,0.00017596364,0.00001529523,0.0001496145,0.000093070186,0.000054575627],"category_scores_gemma":[0.00013155185,0.00021376736,0.00009702977,0.00045800317,0.00006773778,0.000098725795,0.00008770834,0.00031645093,0.000005849567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043081054,0.0010581798,0.9157079,0.008241929,0.0000136684375,0.000004529477,0.015511492,0.000007878161,0.000020793535,0.0000834933,0.00047577117,0.05456629],"study_design_scores_gemma":[0.0051914114,0.007860105,0.9757318,0.00010885776,0.0000235069,0.000010509544,0.009705008,0.00007679869,0.000013915531,0.000113355854,0.0010071239,0.00015764227],"about_ca_topic_score_codex":0.0028212036,"about_ca_topic_score_gemma":0.00056945405,"teacher_disagreement_score":0.060023896,"about_ca_system_score_codex":0.00036288396,"about_ca_system_score_gemma":0.0009806261,"threshold_uncertainty_score":0.87171793},"labels":[],"label_agreement":null},{"id":"W3007150960","doi":"10.2196/15901","title":"Testing Suicide Risk Prediction Algorithms Using Phone Measurements With Patients in Acute Mental Health Settings: Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Machine learning; Algorithm; Mood; Metric (unit); Computer science; Artificial intelligence; Poison control; Weighting; Suicide prevention; Health care; Applied psychology; Psychology; Medicine; Psychiatry; Medical emergency; Engineering","score_opus":0.18758369504553027,"score_gpt":0.45098454595036797,"score_spread":0.26340085090483767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007150960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99083114,0.0003013094,0.000108544686,0.0020300387,0.00061728974,0.0049610804,0.00078262197,0.00016360974,0.00020439042],"genre_scores_gemma":[0.9950603,0.00001361792,0.002023596,0.0023931284,0.00011196431,0.00018578845,0.00013662582,0.000059706636,0.000015240353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947661,0.0008665054,0.001491358,0.0010605073,0.00065992266,0.0011555706],"domain_scores_gemma":[0.99730086,0.00008105101,0.0009488919,0.00034195327,0.00013607921,0.0011911483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015675585,0.00037708605,0.00063103525,0.00020113989,0.00065973826,0.000055678407,0.00017784577,0.00009990565,0.000026231677],"category_scores_gemma":[0.00009230111,0.000355146,0.00005151457,0.0009109774,0.0000899138,0.00034481377,0.00010435928,0.0006607275,0.000026402091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010406921,0.0035818403,0.95344704,0.0005968864,0.000057522167,0.0000070546957,0.007869569,0.000006696767,0.0000019560937,0.000004406287,0.00054595724,0.0328404],"study_design_scores_gemma":[0.0070220833,0.010148119,0.9784609,0.00033303341,0.000052418935,0.000016596403,0.0029566772,0.0007141609,0.0000034271175,0.000030209683,0.000040669755,0.00022168407],"about_ca_topic_score_codex":0.0065753907,"about_ca_topic_score_gemma":0.0009901779,"teacher_disagreement_score":0.032618716,"about_ca_system_score_codex":0.0011211543,"about_ca_system_score_gemma":0.00043807933,"threshold_uncertainty_score":0.99989},"labels":[],"label_agreement":null},{"id":"W3007413194","doi":"10.2196/15448","title":"A Wearable Technology Delivering a Web-Based Diabetes Prevention Program to People at High Risk of Type 2 Diabetes: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Prediabetes; Type 2 diabetes; Physical therapy; Population; Psychological intervention; Motivational interviewing; mHealth; Waist; Diabetes mellitus; Body mass index; Nursing; Internal medicine; Environmental health","score_opus":0.032026291829744646,"score_gpt":0.3961453203560284,"score_spread":0.36411902852628375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007413194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9219782,0.0028495486,0.00018976582,0.020755094,0.0005757051,0.05282984,0.00007615161,0.0005407497,0.0002049611],"genre_scores_gemma":[0.909162,0.003913563,0.0027962818,0.005631178,0.0003862783,0.07782199,0.00006421362,0.000070355716,0.0001541481],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99177873,0.0022879306,0.0027898757,0.0008712445,0.00045838475,0.0018138193],"domain_scores_gemma":[0.99282545,0.0021440515,0.0019750178,0.0005811978,0.0005045492,0.0019697123],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00396753,0.00043783884,0.0030665365,0.0004843604,0.0014589768,0.000012715633,0.00029131724,0.00056257093,0.0002344028],"category_scores_gemma":[0.0022008012,0.0003637704,0.0002511538,0.0016134199,0.00016576958,0.00008511868,0.00017266275,0.0010732827,0.00014619324],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9002648,0.00086943206,0.036594316,0.01209758,0.00013495414,5.6450506e-7,0.0014024535,0.000079682875,0.00009592374,0.0012012547,0.003503992,0.043755047],"study_design_scores_gemma":[0.95732903,0.0055008424,0.0032232048,0.0006748639,0.00045140102,2.2487474e-7,0.00025047627,0.017913943,0.000024826728,0.00057770585,0.013702873,0.0003506019],"about_ca_topic_score_codex":0.00043121137,"about_ca_topic_score_gemma":0.0004972653,"teacher_disagreement_score":0.05706424,"about_ca_system_score_codex":0.0003517051,"about_ca_system_score_gemma":0.003351666,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W3007476422","doi":"10.2196/16674","title":"Low-Cost Consumer-Based Trackers to Measure Physical Activity and Sleep Duration Among Adults in Free-Living Conditions: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Intraclass correlation; Physical therapy; Actigraphy; Activity monitor; Physical activity; Medicine; Physical medicine and rehabilitation; Psychological intervention; Spearman's rank correlation coefficient; Pedometer; Concurrent validity; Psychology; Statistics; Patient satisfaction; Psychometrics; Mathematics; Clinical psychology; Nursing","score_opus":0.07276987158574011,"score_gpt":0.380862213578639,"score_spread":0.30809234199289887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007476422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783727,0.00005333702,0.0002504969,0.017896354,0.00005573563,0.0031930783,0.00006585296,0.00007876902,0.000033681314],"genre_scores_gemma":[0.9971913,0.00003906514,0.00005640462,0.0021697732,0.00022673853,0.00025869213,0.00003368131,0.000021166166,0.0000031800867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979947,0.00032575332,0.00032654346,0.0005379013,0.0003651546,0.00044992773],"domain_scores_gemma":[0.9981274,0.00031969728,0.00017178831,0.00020918789,0.00008250094,0.0010894327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040914232,0.0002091488,0.00056636526,0.00013245757,0.00024870498,0.000031174575,0.000054785367,0.000098587145,0.0000082182005],"category_scores_gemma":[0.00033236618,0.00020398542,0.000037626014,0.0004500122,0.00008881887,0.00033835595,0.00003155317,0.00056452834,0.000008420693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011595478,0.032134652,0.5373526,0.017813444,0.00010856914,0.000089204244,0.06420763,0.00015631218,0.0021808788,0.00043475413,0.0021123837,0.33181408],"study_design_scores_gemma":[0.0039512543,0.0024086088,0.98220205,0.00046712332,0.00007434809,0.0000029633975,0.0011324501,0.009139771,0.0003609624,0.000048880684,0.00002973008,0.00018188125],"about_ca_topic_score_codex":0.0010185149,"about_ca_topic_score_gemma":0.00096818054,"teacher_disagreement_score":0.44484943,"about_ca_system_score_codex":0.000174845,"about_ca_system_score_gemma":0.00039352014,"threshold_uncertainty_score":0.8318284},"labels":[],"label_agreement":null},{"id":"W3007637573","doi":"10.2196/16207","title":"Peer-to-Peer Social Media as an Effective Prevention Strategy: Quasi-Experimental Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Dissemination; Psychology; Medical education; Medicine; Applied psychology; Family medicine; Computer science; Telecommunications","score_opus":0.11244620209733139,"score_gpt":0.4584914425248547,"score_spread":0.34604524042752327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007637573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788733,0.0006007245,0.000018505478,0.017172335,0.00015727256,0.0022037476,0.0000069144794,0.00010929704,0.0008578681],"genre_scores_gemma":[0.9947186,0.000025693762,0.00016824351,0.0034124139,0.0008036495,0.0002981835,0.00030650976,0.000028128612,0.00023857286],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977038,0.0002358069,0.0003056468,0.00043062237,0.0009336968,0.00039043537],"domain_scores_gemma":[0.9985837,0.000069227186,0.00011768326,0.00012151147,0.0002675577,0.00084033184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007083521,0.0002052006,0.0003947521,0.00008497169,0.00024556648,0.000026724061,0.000049034024,0.00012105728,0.00021420626],"category_scores_gemma":[0.00016289472,0.00017601259,0.00006543015,0.00024331435,0.000037372043,0.00018110049,0.000014218011,0.00020454168,0.00009391064],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010441703,0.0047521708,0.06934631,0.0010219362,0.00021725868,0.00006309848,0.3256393,0.000007200341,0.00091780676,0.0038193087,0.0222765,0.5614974],"study_design_scores_gemma":[0.019030984,0.019978035,0.91281354,0.00011958241,0.00062833057,0.00003055033,0.040706307,0.0017064884,0.0014056533,0.0010442432,0.0020219972,0.0005142797],"about_ca_topic_score_codex":0.000038203223,"about_ca_topic_score_gemma":0.00011421604,"teacher_disagreement_score":0.84346724,"about_ca_system_score_codex":0.00030154642,"about_ca_system_score_gemma":0.0004686363,"threshold_uncertainty_score":0.71775854},"labels":[],"label_agreement":null},{"id":"W3007639158","doi":"10.2196/16208","title":"Content Analysis of Apps for Growth Monitoring and Growth Hormone Treatment: Systematic Search in the Android App Store","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Merck KGaA","keywords":"mHealth; Android (operating system); App store; Mobile apps; Growth hormone; Internet privacy; Growth hormone treatment; Health care; Medicine; World Wide Web; Psychology; Computer science; Nursing; Psychological intervention","score_opus":0.2060152669687125,"score_gpt":0.46140458063284095,"score_spread":0.2553893136641284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007639158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566475,0.011441664,0.00054773514,0.014388888,0.000109585846,0.016315414,0.00029054895,0.00008010479,0.00017855583],"genre_scores_gemma":[0.96820337,0.014988605,0.00036749733,0.0024584618,0.00024192155,0.013581218,0.00008931596,0.000033276425,0.00003632276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949996,0.0010452117,0.0017885192,0.000637129,0.00039076497,0.0011387771],"domain_scores_gemma":[0.99535686,0.0021179642,0.00068408746,0.00040499985,0.00030433203,0.001131759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024403073,0.00031387023,0.0013875829,0.0004400754,0.0010913548,0.000016433978,0.00023963694,0.00023897082,0.0000057827915],"category_scores_gemma":[0.00027192902,0.00021643688,0.00012097256,0.0014994593,0.000110805406,0.00010334974,0.000054599597,0.000569085,0.000005356172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00174185,0.000675104,0.6195926,0.26684436,0.00035954558,0.0000055079677,0.06457492,0.000010161526,0.00009797176,0.03885941,0.0013273709,0.00591119],"study_design_scores_gemma":[0.007517842,0.0028557703,0.9494794,0.0014861001,0.0015363528,0.000004869823,0.030672586,0.0046604746,0.000012891559,0.0004567652,0.0009302908,0.00038668455],"about_ca_topic_score_codex":0.0025475915,"about_ca_topic_score_gemma":0.00023380922,"teacher_disagreement_score":0.32988676,"about_ca_system_score_codex":0.00029258744,"about_ca_system_score_gemma":0.00087763934,"threshold_uncertainty_score":0.88260394},"labels":[],"label_agreement":null},{"id":"W3008223156","doi":"10.2196/16721","title":"The Mediating Role of Organizational Reputation and Trust in the Intention to Use Wearable Health Devices: Cross-Country Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Corporate Identity and Reputation","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reputation; Multivariate analysis of variance; Psychology; Wearable technology; Applied psychology; Wearable computer; Mediation; Variance (accounting); Business; Computer science; Sociology","score_opus":0.04233730610282949,"score_gpt":0.325872130922522,"score_spread":0.2835348248196925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008223156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98938644,0.00038073282,0.000077243756,0.008997651,0.000096910495,0.00096996484,0.0000047400044,0.00002524012,0.00006105575],"genre_scores_gemma":[0.9927435,0.00016714851,0.00006116577,0.0067105405,0.00022714504,0.000029681434,0.000039690833,0.000011111879,0.000010008246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860823,0.00007579698,0.0005308351,0.00023937188,0.00030222748,0.00024350813],"domain_scores_gemma":[0.9990789,0.00012792992,0.00047369525,0.00009745613,0.0001778847,0.0000440986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015124965,0.00009952062,0.00016833894,0.000087993496,0.00072286,0.0004689537,0.00010633065,0.000034899465,0.00000422068],"category_scores_gemma":[0.00032265804,0.00006803811,0.000012430162,0.0009201462,0.000042236526,0.0007456863,0.000069665395,0.00015492376,0.0000052680934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110952395,0.00009191709,0.98050714,0.00075897266,0.00000545873,8.931198e-7,0.005847976,0.00017720879,0.000009843532,0.004648277,0.00016755625,0.007673823],"study_design_scores_gemma":[0.00047021246,0.000105343424,0.9795128,0.000043142874,0.000012936804,0.0000012545808,0.012017819,0.0049856007,5.3074683e-7,0.0012814322,0.0015029666,0.00006595725],"about_ca_topic_score_codex":0.0049458025,"about_ca_topic_score_gemma":0.004652726,"teacher_disagreement_score":0.0076078656,"about_ca_system_score_codex":0.000034683417,"about_ca_system_score_gemma":0.00013582375,"threshold_uncertainty_score":0.74766064},"labels":[],"label_agreement":null},{"id":"W3008261772","doi":"10.2196/17544","title":"Consumer Perceptions of Wearable Technology Devices: Retrospective Review and Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable technology; Wearable computer; Set (abstract data type); Accountability; Health care; Internet privacy; Psychology; Computer science; Applied psychology; Medical education; Medicine","score_opus":0.06218836886128175,"score_gpt":0.4529457520005839,"score_spread":0.39075738313930214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008261772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43870667,0.300279,0.0021198096,0.23448965,0.0002345621,0.016457805,0.00084368745,0.00069680816,0.00617205],"genre_scores_gemma":[0.6831699,0.26927194,0.0021021967,0.04173953,0.0001242424,0.0033531943,0.000058441314,0.00003477666,0.0001457577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961554,0.0003752399,0.0014886829,0.0007470424,0.00024823044,0.0009854395],"domain_scores_gemma":[0.99640983,0.00027777688,0.00086388056,0.00049921626,0.0004022212,0.0015470604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009839336,0.00027094895,0.0013339666,0.00040650993,0.001209895,0.0000051399757,0.00018239576,0.00035373797,0.0005715597],"category_scores_gemma":[0.00025318796,0.000246277,0.00008440686,0.002726781,0.00029105906,0.00010582602,0.00012519125,0.0011107014,0.00008970728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094210955,0.0001157684,0.90546376,0.046685625,0.00013020687,0.0000011273661,0.0015021744,6.765942e-7,0.000021223215,0.010878567,0.012721506,0.022385169],"study_design_scores_gemma":[0.0015377596,0.0005770854,0.8895499,0.0012279674,0.0020173625,0.0000069539096,0.0025816744,0.00033015662,0.0000014363868,0.0006378609,0.10118768,0.00034416685],"about_ca_topic_score_codex":0.0004358074,"about_ca_topic_score_gemma":0.000347333,"teacher_disagreement_score":0.24446325,"about_ca_system_score_codex":0.00014924112,"about_ca_system_score_gemma":0.0012536264,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W3008344128","doi":"10.2196/17458","title":"Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":354,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Meta-analysis; Mental health; Mobile apps; mHealth; Psychology; Computer science; Medicine; Internet privacy; Psychological intervention; World Wide Web; Psychiatry","score_opus":0.5508195297981356,"score_gpt":0.6299535096499477,"score_spread":0.07913397985181203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008344128","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.9680618e-7,0.96791244,0.00004954984,0.006324391,0.001067417,0.014165374,0.0093301935,0.00012193157,0.0010284408],"genre_scores_gemma":[0.000006984284,0.9706724,0.0012260011,0.007228209,0.0002222283,0.015617679,0.0019943703,0.00018047797,0.0028516152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98932177,0.0017261764,0.005408095,0.0015185263,0.00061777513,0.0014076638],"domain_scores_gemma":[0.9921703,0.000530042,0.004364824,0.0011151867,0.00015781383,0.0016618444],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026633905,0.0011994921,0.0126705365,0.00044734916,0.0003585467,0.000039260805,0.0006717915,0.00037425244,0.001495325],"category_scores_gemma":[0.00008690041,0.00084231305,0.005098722,0.00088829873,0.00019880332,0.00015582972,0.00018285173,0.00076411857,0.00023570324],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025727368,0.00042279184,8.569388e-8,0.42297018,0.007160177,0.0000017247111,0.00019690875,1.0365357e-8,1.5582603e-9,0.0020638935,0.0978884,0.46927008],"study_design_scores_gemma":[0.0004096768,0.0033868607,7.145057e-7,0.019706892,0.04560477,0.00007615204,0.00010769297,7.0781374e-7,1.1210724e-7,0.0002040199,0.9300995,0.00040289966],"about_ca_topic_score_codex":0.0005311014,"about_ca_topic_score_gemma":0.000044274922,"teacher_disagreement_score":0.8322111,"about_ca_system_score_codex":0.0004457389,"about_ca_system_score_gemma":0.001678701,"threshold_uncertainty_score":0.9994174},"labels":[],"label_agreement":null},{"id":"W3008525798","doi":"10.2196/16381","title":"Performance Evaluation of an Information Technology Intervention Regarding Charging for Inpatient Medical Materials at a Regional Teaching Hospital in Taiwan: Empirical Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University; National Taiwan University Hospital Yunlin Branch; National Taiwan University Hospital","keywords":"Nursing; Promotion (chess); Medicine; Psychology; Medical education","score_opus":0.1272019579259845,"score_gpt":0.5018492725369217,"score_spread":0.3746473146109372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008525798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765998,0.0001511498,0.00015883388,0.015504969,0.00049248093,0.0069166655,0.000021621045,0.00008913048,0.00006535507],"genre_scores_gemma":[0.9957576,0.000053711712,0.00022873627,0.0014183382,0.00032521773,0.0020490745,0.0001387494,0.000023344255,0.0000052242003],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99343956,0.002132841,0.0022316428,0.00040747688,0.00093984854,0.0008486431],"domain_scores_gemma":[0.99755687,0.00018404779,0.0011975799,0.00023045685,0.00034279295,0.00048824638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012281214,0.00020152098,0.0006341554,0.0004292688,0.0007174976,0.000009122999,0.00019361253,0.00037853123,0.000053077896],"category_scores_gemma":[0.0011650474,0.0001852086,0.000035513167,0.0003472096,0.0000477959,0.0005444213,0.00013277533,0.0008758615,0.000010539328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001894013,0.000842887,0.71310526,0.014248215,0.00002620223,0.0000012674227,0.101639874,0.00001959808,0.000041656793,0.0006154606,0.0012507526,0.16631484],"study_design_scores_gemma":[0.02989905,0.022408852,0.7149873,0.003919943,0.00013599067,0.00002107485,0.07599612,0.14484626,0.000049784372,0.0003137466,0.006707709,0.0007141765],"about_ca_topic_score_codex":0.00032944276,"about_ca_topic_score_gemma":0.000485167,"teacher_disagreement_score":0.16560066,"about_ca_system_score_codex":0.0013801454,"about_ca_system_score_gemma":0.001948735,"threshold_uncertainty_score":0.7552588},"labels":[],"label_agreement":null},{"id":"W3008574834","doi":"10.2196/12452","title":"Circadian Rhythms in the Telephone Calls of Older Adults: Observational Descriptive Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Circadian rhythm; Rhythm; Observational study; Psychology; Morning; Gerontology; Medicine; Audiology; Neuroscience; Internal medicine","score_opus":0.14618263510846605,"score_gpt":0.38680084064245396,"score_spread":0.2406182055339879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008574834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966696,0.00030858145,0.000027708074,0.030811004,0.000041311992,0.001847883,0.000027983107,0.000020741845,0.00021878675],"genre_scores_gemma":[0.98483443,0.00018269656,0.0001206307,0.014428468,0.00029491825,0.00009547734,0.00002161951,0.000012289801,0.000009474397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982236,0.00020962168,0.00047519396,0.0003201882,0.0003740173,0.0003973562],"domain_scores_gemma":[0.99887556,0.00019402646,0.00016762054,0.00017774432,0.00007729587,0.00050776853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004333092,0.0001424024,0.0005193341,0.000065018896,0.00012333112,0.0000075758144,0.00008557118,0.000072537056,0.000020186715],"category_scores_gemma":[0.00008669256,0.00010083301,0.00003607006,0.00050720834,0.00007756786,0.00010580806,0.000023784352,0.00054809824,0.000008301384],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059550563,0.01700669,0.50098306,0.011269436,0.00006955057,0.00012643491,0.40253812,0.0000044175745,0.00014981475,0.004401268,0.0041752434,0.05332088],"study_design_scores_gemma":[0.003967793,0.0032609282,0.9816458,0.00015324121,0.000027807855,0.00001061703,0.010038601,0.00027382685,0.000008247328,0.00015104235,0.00038206158,0.000080011676],"about_ca_topic_score_codex":0.0015138402,"about_ca_topic_score_gemma":0.00038312713,"teacher_disagreement_score":0.48066273,"about_ca_system_score_codex":0.00009582379,"about_ca_system_score_gemma":0.0007158805,"threshold_uncertainty_score":0.41118506},"labels":[],"label_agreement":null},{"id":"W3008640862","doi":"10.2196/14457","title":"Protecting Men Who Have Sex With Men From HIV Infection With an mHealth App for Partner Notification: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"mHealth; Observational study; Partner notification; Men who have sex with men; Human immunodeficiency virus (HIV); Medicine; Internet privacy; Psychology; Family medicine; Psychological intervention; Computer science; Nursing; Internal medicine; Syphilis","score_opus":0.18593279929169795,"score_gpt":0.4468577665116274,"score_spread":0.2609249672199294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008640862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472715,0.000114265444,0.013244692,0.0282962,0.000008851162,0.008197837,0.00016678582,0.0001897187,0.002510127],"genre_scores_gemma":[0.98889,0.000055186636,0.002614091,0.0015527977,0.0007459901,0.0020777395,0.00069193036,0.0000581686,0.0033141316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99730325,0.00033345926,0.0005565223,0.0006911629,0.00052994385,0.0005856371],"domain_scores_gemma":[0.9977238,0.0001341122,0.00027904892,0.00031072312,0.0003340972,0.0012181959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009217974,0.00023459403,0.00047785393,0.00011819581,0.00075285765,0.00007166925,0.00008635287,0.00008849111,0.00007266643],"category_scores_gemma":[0.00009960868,0.00017269926,0.00004093403,0.00033376197,0.00007705729,0.00030375342,0.000026221847,0.00055472786,0.000010193085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00873085,0.0022737335,0.86287344,0.0044589345,0.00024926313,0.0000125659835,0.017136635,0.000046914487,0.00009553216,0.0004129004,0.050752576,0.05295666],"study_design_scores_gemma":[0.008485523,0.04686218,0.8471088,0.0002865753,0.00019698468,0.00001914742,0.009976091,0.07729394,0.000063452026,0.000087421104,0.009320514,0.0002993884],"about_ca_topic_score_codex":0.0020991606,"about_ca_topic_score_gemma":0.0011061575,"teacher_disagreement_score":0.07724702,"about_ca_system_score_codex":0.00017108576,"about_ca_system_score_gemma":0.0010054236,"threshold_uncertainty_score":0.7042471},"labels":[],"label_agreement":null},{"id":"W3008641171","doi":"10.2196/16507","title":"App-based Self-administrable Clinical Tests of Physical Function: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Usability; Medicine; Psychology; Computer science; Human–computer interaction","score_opus":0.1483575001991926,"score_gpt":0.44715262612936746,"score_spread":0.2987951259301749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008641171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921469,0.00007833445,0.000045388035,0.0061156163,0.00005539938,0.0012021483,0.000007684552,0.00010422187,0.0002442796],"genre_scores_gemma":[0.9959431,0.000026087724,0.0008220548,0.0027803932,0.00034810617,0.000045641867,0.000009358603,0.000014274225,0.0000109478315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978301,0.00021075715,0.0006811094,0.0005447528,0.00034013382,0.00039317302],"domain_scores_gemma":[0.9977102,0.0004051087,0.00021902035,0.0002150249,0.000082574654,0.0013680574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068929524,0.00018944971,0.0008799616,0.000036749214,0.00021118813,0.000009494196,0.000051423416,0.00009345535,0.0000105770205],"category_scores_gemma":[0.00010475451,0.00015597974,0.00005990292,0.0002448442,0.00013709124,0.000070132584,0.00004284935,0.0005337684,0.000009518682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004092414,0.025319116,0.8719547,0.013517428,0.00008792473,0.000017007824,0.0064913193,0.0000013728938,0.000049815182,0.00054275664,0.00064082263,0.07728533],"study_design_scores_gemma":[0.003677604,0.015599133,0.9746543,0.00005637261,0.00012255552,0.0000028532306,0.00043433363,0.0008781403,0.000048774094,0.00007955882,0.004319251,0.00012708265],"about_ca_topic_score_codex":0.00005881508,"about_ca_topic_score_gemma":0.000032713448,"teacher_disagreement_score":0.102699645,"about_ca_system_score_codex":0.00007046903,"about_ca_system_score_gemma":0.0019084546,"threshold_uncertainty_score":0.6360669},"labels":[],"label_agreement":null},{"id":"W3008683693","doi":"10.2196/15344","title":"Design, Development, and Testing of an App for Dual-Task Assessment and Training Regarding Cognitive-Motor Interference (CMI-APP) in People With Multiple Sclerosis: Multicenter Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Novartis Pharma; Stiftelsen Promobilia","keywords":"Cognition; Cognitive training; Rehabilitation; Task (project management); Psychology; Elementary cognitive task; Physical medicine and rehabilitation; Computer science; Multimedia; Medicine; Physical therapy; Engineering","score_opus":0.33743783946907396,"score_gpt":0.42376658296296765,"score_spread":0.08632874349389369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008683693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051595,0.00030695746,0.0034632788,0.00051979756,0.00001873012,0.00506432,0.0000320586,0.000058854555,0.000020042831],"genre_scores_gemma":[0.9627551,0.00019529829,0.03576828,0.00036453744,0.000059175192,0.0008011423,0.00001531485,0.000037020545,0.000004146422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974081,0.00025660283,0.00065353996,0.0007001538,0.00033294817,0.0006486857],"domain_scores_gemma":[0.9974673,0.0011862052,0.00026058347,0.0001250402,0.00024056878,0.00072032586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012777813,0.00028307774,0.0007789316,0.00018965015,0.00033537394,0.000045633813,0.00006127696,0.000043560398,0.0000016931431],"category_scores_gemma":[0.0007815306,0.00022795146,0.000012852851,0.00029850675,0.00013692123,0.00018328048,0.00012865104,0.00035565987,2.1876404e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068022716,0.0011363381,0.8438173,0.004783647,0.00009774478,0.000009433999,0.048706293,0.000003204738,0.005769392,0.0000021318938,0.0000112046755,0.088861056],"study_design_scores_gemma":[0.014613756,0.015649676,0.92914367,0.001417599,0.00006465081,0.000007202215,0.02538546,0.0133202495,0.00019723212,0.0000011793421,0.000009081288,0.00019025219],"about_ca_topic_score_codex":0.00028608923,"about_ca_topic_score_gemma":0.00088111864,"teacher_disagreement_score":0.088670805,"about_ca_system_score_codex":0.00010839927,"about_ca_system_score_gemma":0.0006118242,"threshold_uncertainty_score":0.92955905},"labels":[],"label_agreement":null},{"id":"W3008704249","doi":"10.2196/17846","title":"Telemonitoring Versus Usual Care for Elderly Patients With Heart Failure Discharged From the Hospital in the United States: Cost-Effectiveness Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Quality-adjusted life year; Emergency medicine; Cost effectiveness; Internal medicine","score_opus":0.0400971912631145,"score_gpt":0.35415669790395893,"score_spread":0.3140595066408444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008704249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95966583,0.00018578122,0.00016219469,0.035163943,0.000087360175,0.004532829,0.0001589948,0.0000367246,0.0000063243083],"genre_scores_gemma":[0.9951507,0.00006042064,0.00039379098,0.0018317157,0.00019521004,0.0006477952,0.0016986951,0.000019442445,0.0000022455167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984259,0.00023011953,0.00024326354,0.0003635271,0.0003063602,0.00043085366],"domain_scores_gemma":[0.99877924,0.00050988374,0.00008653138,0.000234592,0.000105344654,0.000284427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023978562,0.00020410806,0.00041249057,0.00009939551,0.00031442824,0.000044872417,0.00008704245,0.00005823753,0.0000064048572],"category_scores_gemma":[0.000040205694,0.00010589418,0.00007580065,0.0008236489,0.000044350392,0.00007213262,0.000023799734,0.0002536144,0.00000254879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00320228,0.0002784701,0.97406715,0.000645186,0.00028988862,0.0000048823285,0.015639376,0.00004268507,5.1498364e-7,0.000040024956,0.0020236874,0.0037658769],"study_design_scores_gemma":[0.010482038,0.005031561,0.91397625,0.000078592675,0.00090840796,1.4665137e-7,0.016769165,0.0002557684,0.0000034712698,0.000004199446,0.052356143,0.0001342449],"about_ca_topic_score_codex":0.0019036825,"about_ca_topic_score_gemma":0.0009611725,"teacher_disagreement_score":0.060090866,"about_ca_system_score_codex":0.00013465915,"about_ca_system_score_gemma":0.00013194837,"threshold_uncertainty_score":0.43182394},"labels":[],"label_agreement":null},{"id":"W3008714441","doi":"10.2196/15098","title":"Efficacy of a Mobile Texting App (HepTalk) in Encouraging Patient Participation in Viral Hepatitis B Care: Development and Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Gilead Foundation; Gilead Sciences","keywords":"Medicine; mHealth; Hepatitis B; Health care; Family medicine; Intervention (counseling); Cohort; Nursing; Psychological intervention; Internal medicine","score_opus":0.049148963885348916,"score_gpt":0.43241302720448166,"score_spread":0.38326406331913276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008714441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844434,0.0015680908,0.000047420443,0.00084875774,0.00012132811,0.012526049,0.000018256505,0.000074445656,0.00035224285],"genre_scores_gemma":[0.9815857,0.0009338963,0.00062171515,0.0020686495,0.00009259406,0.014604303,0.000053014286,0.00003358764,0.0000065433223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99479157,0.0007320506,0.0022741386,0.0007239222,0.00037613584,0.0011021699],"domain_scores_gemma":[0.9973843,0.00048717472,0.0007187929,0.0002665937,0.00011995552,0.0010231674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013069984,0.00026965677,0.00077161787,0.00028189525,0.0006298609,0.0000086133105,0.00011227382,0.00017962902,0.000029966242],"category_scores_gemma":[0.00018879089,0.00026972787,0.000024629688,0.0006438752,0.00006159284,0.00012466058,0.00013466996,0.0008491852,0.000013794064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020025473,0.00035681674,0.78125876,0.0031234962,0.000003847257,0.000003735389,0.07705051,0.000028433182,0.000003921377,0.00014870286,0.00006595289,0.13775559],"study_design_scores_gemma":[0.0032834802,0.0007582282,0.97502697,0.0002662608,0.000016842438,7.194098e-7,0.015346921,0.0007269737,0.0000057209995,0.000019445602,0.0043667587,0.00018169709],"about_ca_topic_score_codex":0.004447431,"about_ca_topic_score_gemma":0.0050421185,"teacher_disagreement_score":0.1937682,"about_ca_system_score_codex":0.00048192215,"about_ca_system_score_gemma":0.0017936176,"threshold_uncertainty_score":0.9999755},"labels":[],"label_agreement":null},{"id":"W3008839165","doi":"10.2196/17315","title":"Health System Stakeholders’ Perspective on the Role of Mobile Health and Its Adoption in the Swiss Health System: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Relevance (law); Digital health; Health care; Leverage (statistics); Qualitative research; Medicine; Psychology; Nursing; Psychological intervention; Computer science; Political science","score_opus":0.1954400259132289,"score_gpt":0.4923922973687943,"score_spread":0.2969522714555654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008839165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59085065,0.052745514,0.00014131148,0.27982947,0.0005379194,0.072623014,0.0008868638,0.0005008419,0.0018844426],"genre_scores_gemma":[0.9380572,0.004436301,0.00008016524,0.03656761,0.00043064787,0.020255443,0.00006713558,0.000085938045,0.000019595014],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97659,0.014406603,0.0039205486,0.0014596966,0.0011744716,0.0024487],"domain_scores_gemma":[0.98956937,0.0026885995,0.0034609996,0.0009686532,0.0004302636,0.002882089],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014282302,0.0006837504,0.0020809304,0.00039903083,0.0042700814,0.000037003614,0.000611985,0.00027402653,0.00001487159],"category_scores_gemma":[0.00028671866,0.00046262558,0.00011449782,0.0016896648,0.00020116486,0.00018942589,0.00016124276,0.0026302552,0.000054314154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007477407,0.0007689057,0.0023949137,0.022457384,0.000030053421,0.0000023971136,0.6419484,0.000012304259,0.0000011632604,0.3137796,0.00466418,0.013192967],"study_design_scores_gemma":[0.0026896177,0.008570918,0.009684306,0.0013532423,0.000021054255,0.000012728351,0.9664944,0.00090431585,4.3626665e-7,0.00028255009,0.009717797,0.00026866377],"about_ca_topic_score_codex":0.016232414,"about_ca_topic_score_gemma":0.0027723922,"teacher_disagreement_score":0.34720653,"about_ca_system_score_codex":0.0028092088,"about_ca_system_score_gemma":0.008884112,"threshold_uncertainty_score":0.99978256},"labels":[],"label_agreement":null},{"id":"W3008964144","doi":"10.2196/16473","title":"Digital Health and Inequalities in Access to Health Services in Bangladesh: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; International Centre for Diarrhoeal Disease Research, Bangladesh; International Development Research Centre","keywords":"Health care; Digital divide; Business; mHealth; Focus group; Environmental health; Socioeconomic status; Economic growth; Medicine; Internet privacy; Information and Communications Technology; Population; Marketing; Computer science; World Wide Web; Economics","score_opus":0.16523056033907027,"score_gpt":0.542669049524732,"score_spread":0.3774384891856618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008964144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8271923,0.006759514,0.00046150482,0.14395362,0.00047094707,0.019893067,0.0002695474,0.00031232202,0.0006871932],"genre_scores_gemma":[0.8408589,0.004269987,0.0021982759,0.14315175,0.00039789514,0.008782992,0.00015668773,0.00009904751,0.00008450634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98749566,0.003825147,0.0036286444,0.001605001,0.00052764727,0.0029178914],"domain_scores_gemma":[0.9904786,0.001292356,0.0010823242,0.0006409351,0.0001340134,0.0063717887],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0056741815,0.0006092203,0.0018883162,0.00085805875,0.0013486109,0.00011567644,0.0005484237,0.00030161286,0.00004516213],"category_scores_gemma":[0.0002769366,0.0005954196,0.000049555376,0.0022056494,0.0000905793,0.00067188905,0.0006463664,0.0018711357,0.000054797503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075747346,0.000640979,0.5078309,0.024585253,0.000008979454,0.0000067755936,0.09436555,0.000008754866,0.0000010348984,0.0020612183,0.0052404385,0.3644926],"study_design_scores_gemma":[0.005567831,0.0030334613,0.78365445,0.0010816547,0.000008334892,0.000005534908,0.09922331,0.00054992776,3.6778883e-7,0.0006376227,0.10571186,0.0005256117],"about_ca_topic_score_codex":0.008786857,"about_ca_topic_score_gemma":0.015536458,"teacher_disagreement_score":0.363967,"about_ca_system_score_codex":0.0008122486,"about_ca_system_score_gemma":0.005268702,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W3009099078","doi":"10.2196/16720","title":"A Mobile App Adopting an Identity Focus to Promote Physical Activity (MoveDaily): Iterative Design Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Behavior change methods; Psychology; Behavior change; Habit; Perception; User-centered design; Identity (music); Conceptual framework; Computer science; Social psychology; Applied psychology; Human–computer interaction; Sociology","score_opus":0.1917325499076757,"score_gpt":0.5019321026265811,"score_spread":0.31019955271890537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009099078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98822594,0.00019990059,0.0049254512,0.00120853,0.00027818675,0.004646912,0.00006754233,0.00022319332,0.00022432716],"genre_scores_gemma":[0.99507356,0.000010160549,0.0011920867,0.0016670568,0.0004960727,0.0013864983,0.000008891617,0.00004221928,0.0001234791],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99649817,0.0009215399,0.00047548505,0.00089525303,0.00030449044,0.0009050584],"domain_scores_gemma":[0.9972107,0.000060860126,0.00024941584,0.00038968094,0.00011599498,0.0019733666],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071785366,0.00030222835,0.0005461741,0.00011306191,0.00055991934,0.00009880772,0.00024201382,0.00012065517,0.00014532809],"category_scores_gemma":[0.000033968772,0.0002862264,0.0000878232,0.0005545942,0.000051689414,0.00057512487,0.000102561266,0.0006735951,0.00019930255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026695495,0.010985192,0.008966155,0.0005005356,0.000039384075,0.000058129357,0.1386133,0.0000097301645,0.00016084997,0.0011060714,0.003775431,0.8331157],"study_design_scores_gemma":[0.0064856946,0.08613993,0.8771208,0.00017008581,0.00023595762,0.00003142114,0.020551821,0.002364009,0.00011631428,0.00037741792,0.005259195,0.0011473707],"about_ca_topic_score_codex":0.0012809243,"about_ca_topic_score_gemma":0.00023900329,"teacher_disagreement_score":0.86815464,"about_ca_system_score_codex":0.00012644545,"about_ca_system_score_gemma":0.00023669348,"threshold_uncertainty_score":0.999959},"labels":[],"label_agreement":null},{"id":"W3009201783","doi":"10.2196/15346","title":"A Culturally Relevant Smartphone-Delivered Physical Activity Intervention for African American Women: Development and Initial Usability Tests of Smart Walk","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Usability; Social cognitive theory; Intervention (counseling); mHealth; Psychology; Psychological intervention; Applied psychology; Gerontology; Medicine; Computer science; Developmental psychology; Human–computer interaction; Psychiatry","score_opus":0.07379314151712597,"score_gpt":0.3945575923041446,"score_spread":0.32076445078701865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009201783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98844606,0.000043491,0.00012502953,0.009973367,0.000039398823,0.001195994,0.00006355365,0.00005734327,0.000055774515],"genre_scores_gemma":[0.9973524,0.00007785104,0.0009696771,0.0011425386,0.00021802692,0.00018553768,0.000023616165,0.000018072355,0.0000122382235],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99810416,0.0001432808,0.00041983576,0.0005028044,0.00026833557,0.0005616143],"domain_scores_gemma":[0.9980193,0.00026400824,0.0003605015,0.00015146454,0.000120208795,0.0010845594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035484316,0.00022092056,0.0009026881,0.00005071536,0.00020986478,0.000012857175,0.00005892225,0.00006197212,0.000004842162],"category_scores_gemma":[0.00019126518,0.00018134835,0.00008633626,0.000264313,0.00027351457,0.00014306391,0.000067971145,0.00035300048,0.0000022091888],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018425327,0.0066062147,0.006828863,0.019739566,0.00010485669,0.0000064597716,0.04622059,5.9410223e-7,0.00397215,0.00045315857,0.00037721335,0.897265],"study_design_scores_gemma":[0.006839629,0.020443765,0.95881855,0.0002831934,0.00010889471,0.000017273884,0.003474027,0.0019298812,0.0024926825,0.0004848103,0.004710193,0.00039709784],"about_ca_topic_score_codex":0.00041964516,"about_ca_topic_score_gemma":0.00012799934,"teacher_disagreement_score":0.9519897,"about_ca_system_score_codex":0.0002900041,"about_ca_system_score_gemma":0.00056620996,"threshold_uncertainty_score":0.73951715},"labels":[],"label_agreement":null},{"id":"W3009247830","doi":"10.2196/15752","title":"Technologies for Opioid Use Disorder Management: Mobile App Search and Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Opioid use disorder; Internet privacy; Wearable computer; Wearable technology; Mobile technology; Mobile apps; Telemedicine; Computer science; Medicine; Mobile device; Health care; Opioid; Psychological intervention; World Wide Web; Nursing; Political science","score_opus":0.0696535723379715,"score_gpt":0.40907019539799566,"score_spread":0.3394166230600242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009247830","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4777172,0.45192724,0.00062610675,0.048203252,0.000082589715,0.02045329,0.00008197874,0.00068694394,0.00022140649],"genre_scores_gemma":[0.24323782,0.7357295,0.007159036,0.01112525,0.00006750036,0.0023266317,0.00013370802,0.000059323294,0.00016120872],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841315,0.00003397446,0.00036988105,0.00049967313,0.00018314637,0.00050017465],"domain_scores_gemma":[0.9991829,0.00007584798,0.00007272407,0.00026538526,0.000049285958,0.0003538698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001858774,0.00020198153,0.00051509525,0.000086815235,0.00020812609,0.000027385138,0.00006633455,0.000080874124,0.000011427296],"category_scores_gemma":[0.00004652378,0.00016573207,0.000045169392,0.00025679707,0.00008036067,0.00009412288,0.0001043382,0.00018339869,0.000008495884],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044830845,0.00038827225,0.028112372,0.51508373,0.00008140632,0.000020882182,0.0019277113,0.0000017712473,0.000005670118,0.0013987033,0.0040533147,0.4484779],"study_design_scores_gemma":[0.055340957,0.032203436,0.28510264,0.24786274,0.004428745,0.0002607327,0.032989904,0.004658795,0.00027180594,0.00145231,0.33179784,0.0036300952],"about_ca_topic_score_codex":0.000052624255,"about_ca_topic_score_gemma":0.000011104962,"teacher_disagreement_score":0.4448478,"about_ca_system_score_codex":0.000048358,"about_ca_system_score_gemma":0.00019187987,"threshold_uncertainty_score":0.6758358},"labels":[],"label_agreement":null},{"id":"W3010017069","doi":"10.2196/14680","title":"Supporting the Medication Adherence of Older Mexican Adults Through External Cues Provided With Ambient Displays: Feasibility Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Prospective memory; Medication adherence; Medicine; Pill; Modalities; mHealth; Cognition; Physical therapy; Psychological intervention; Psychiatry; Nursing","score_opus":0.060697268464168244,"score_gpt":0.41078779079443845,"score_spread":0.3500905223302702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010017069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97788846,0.0009094797,0.0040185754,0.005320466,0.00050169067,0.010248018,0.000024606186,0.00004690326,0.0010417963],"genre_scores_gemma":[0.9947906,0.00016391234,0.00015056116,0.0024912467,0.00037980088,0.00183663,0.00001819069,0.000014446209,0.00015462708],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966573,0.0010274696,0.0010747911,0.00048414516,0.00033728176,0.00041898224],"domain_scores_gemma":[0.99727213,0.0008881742,0.0010718115,0.0002718941,0.00017983904,0.0003161472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904691,0.00019493882,0.0010262022,0.00003525409,0.00023415471,0.000016487124,0.00012682343,0.00008174928,0.00028302643],"category_scores_gemma":[0.0004929057,0.000104747414,0.00014352959,0.00017935985,0.0003004406,0.0000828873,0.000027964576,0.0003184416,0.000006434112],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9697514,0.00039358748,0.0027513823,0.00041249776,0.00006834129,0.0000025538852,0.018125689,2.5435682e-7,0.000013255941,0.0016031872,0.000546438,0.006331379],"study_design_scores_gemma":[0.9555456,0.0026047355,0.0348974,0.00016618866,0.00027587698,0.000009545875,0.00558723,0.00021551696,0.000021030755,0.00037647376,0.00016696613,0.00013345516],"about_ca_topic_score_codex":0.0008879557,"about_ca_topic_score_gemma":0.0001503241,"teacher_disagreement_score":0.032146014,"about_ca_system_score_codex":0.000033790056,"about_ca_system_score_gemma":0.0004833453,"threshold_uncertainty_score":0.42714757},"labels":[],"label_agreement":null},{"id":"W3010231903","doi":"10.2196/16963","title":"Developing a Text Messaging Intervention to Reduce Deliberate Self-Harm in Chinese Adolescents: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Thematic analysis; Harm; Psychological intervention; Psychology; Intervention (counseling); Text messaging; Feeling; Short Message Service; Qualitative research; Applied psychology; Medicine; Social psychology; Internet privacy; Psychiatry; Computer science","score_opus":0.11718067663015216,"score_gpt":0.5205603530611932,"score_spread":0.403379676431041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010231903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762971,0.00048034822,0.00040043506,0.018728111,0.0005576501,0.002385096,0.000035514426,0.000185604,0.0009301365],"genre_scores_gemma":[0.9913828,0.000014045325,0.00063312653,0.0070530577,0.00011342071,0.00058965996,0.000019993877,0.0000470131,0.00014688358],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9958483,0.0010209215,0.0012690016,0.00078480237,0.00025988702,0.0008170935],"domain_scores_gemma":[0.99840194,0.000090250585,0.0003144713,0.00023371882,0.00006836784,0.0008912619],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012417923,0.00030177383,0.000494489,0.00030810083,0.00020175455,0.00006789645,0.00022226287,0.00008236281,0.00005355675],"category_scores_gemma":[0.00007571031,0.00029682013,0.00007271645,0.001031684,0.000029336372,0.00026976396,0.00015871893,0.00047372963,0.00026619126],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026002275,0.006802014,0.05442068,0.0075804656,0.00010298849,0.0000947103,0.82126516,0.000004086156,0.000005124489,0.009088968,0.002313821,0.09572175],"study_design_scores_gemma":[0.00706174,0.004570902,0.83788854,0.0016028398,0.000035099878,0.000022027038,0.1457051,0.00009519184,0.0000069073603,0.00141981,0.0010137962,0.0005780245],"about_ca_topic_score_codex":0.00097605126,"about_ca_topic_score_gemma":0.0005410051,"teacher_disagreement_score":0.7834679,"about_ca_system_score_codex":0.0004764965,"about_ca_system_score_gemma":0.00018235583,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W3010430501","doi":"10.2196/15998","title":"Leveraging Providers’ Preferences to Customize Instructional Content in Information and Communications Technology–Based Training Interventions: Retrospective Analysis of a Mobile Phone–Based Intervention in India","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mobile phone; mHealth; Intervention (counseling); Usage data; Medical education; Information and Communications Technology; Medicine; Computer science; Nursing; World Wide Web","score_opus":0.1689786337704737,"score_gpt":0.44906990299066163,"score_spread":0.2800912692201879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010430501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775188,0.00091219484,0.0027622473,0.012065839,0.00008953382,0.0061844373,0.00017966957,0.00009840238,0.00018889707],"genre_scores_gemma":[0.97867155,0.0004443996,0.0052949805,0.004294237,0.00002204701,0.011009331,0.00024621957,0.000013224628,0.0000040391615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99585897,0.0005735023,0.002256889,0.000442284,0.00025318796,0.0006151573],"domain_scores_gemma":[0.99732673,0.00037702423,0.001050838,0.00040616098,0.0002761773,0.0005630583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017375791,0.00021293868,0.00081711856,0.002271431,0.00046714125,0.000016751934,0.0002538446,0.00025994863,0.000056525718],"category_scores_gemma":[0.00048771175,0.00021998359,0.000099713725,0.003253542,0.00016249258,0.00028174842,0.00013432112,0.0010147723,0.0000073609126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007049775,0.0003838178,0.8110223,0.0073722713,0.000056177203,5.144937e-7,0.020361444,0.0003081678,0.000018079305,0.005050106,0.00017288343,0.15454927],"study_design_scores_gemma":[0.0043982146,0.00048476565,0.9519414,0.0011054853,0.00011032166,5.4685654e-7,0.021145927,0.018142669,0.0000038344974,0.00036235253,0.0021305429,0.00017395748],"about_ca_topic_score_codex":0.0018624946,"about_ca_topic_score_gemma":0.0027475853,"teacher_disagreement_score":0.15437531,"about_ca_system_score_codex":0.0005253944,"about_ca_system_score_gemma":0.0013559916,"threshold_uncertainty_score":0.89706707},"labels":[],"label_agreement":null},{"id":"W3010480176","doi":"10.2196/17754","title":"Sensory-Discriminative Three-Dimensional Body Pain Mobile App Measures Versus Traditional Pain Measurement With a Visual Analog Scale: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pain Mechanisms and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institute of Dental and Craniofacial Research; National Institute of Neurological Disorders and Stroke; National Institutes of Health","keywords":"Visual analogue scale; Medicine; Mood; Chronic pain; Physical therapy; Pain assessment; Clinical psychology; Pain management","score_opus":0.14272247821137488,"score_gpt":0.36829003141415445,"score_spread":0.22556755320277957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010480176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881932,0.00048440383,0.0044936324,0.002980264,0.00010377874,0.0034183005,0.00006506675,0.00014268217,0.00011864178],"genre_scores_gemma":[0.99549377,0.000025283918,0.0010429621,0.0024300087,0.00026023138,0.00050599343,0.00019174264,0.00003691351,0.000013085193],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960931,0.00094044977,0.0004482292,0.00065471185,0.001354177,0.0005093635],"domain_scores_gemma":[0.99815506,0.00023763442,0.00020887029,0.00017068702,0.00028391235,0.0009438506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029610419,0.00032994797,0.00053363276,0.00012233913,0.00040892497,0.000026468762,0.00005643892,0.00009515677,0.000055515757],"category_scores_gemma":[0.00015874603,0.00025127974,0.00006446628,0.00028180896,0.00007727233,0.00009643464,0.000020492203,0.00032516127,0.000010465898],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08633322,0.043650102,0.30227834,0.009505284,0.0037545278,0.0015539523,0.0293366,0.00045115247,0.0035949398,0.0018314539,0.0157924,0.501918],"study_design_scores_gemma":[0.05945066,0.15555471,0.7316815,0.0008525888,0.0021488133,0.00009993197,0.012796922,0.033672642,0.000692238,0.00074056606,0.0009472485,0.0013621488],"about_ca_topic_score_codex":0.00019704326,"about_ca_topic_score_gemma":0.00025240623,"teacher_disagreement_score":0.5005559,"about_ca_system_score_codex":0.000339248,"about_ca_system_score_gemma":0.000736222,"threshold_uncertainty_score":0.9999939},"labels":[],"label_agreement":null},{"id":"W3010664712","doi":"10.2196/16648","title":"Evaluating Online Consumer Medication Information Systems: Comparative Online Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Land, Infrastructure and Transport; Deutscher Akademischer Austauschdienst; Corporación de Fomento de la Producción","keywords":"Usability; System usability scale; Task (project management); Test (biology); Medicine; Information system; Heuristic evaluation; Computer science; Human–computer interaction","score_opus":0.35630208801228885,"score_gpt":0.5788003196086863,"score_spread":0.22249823159639742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010664712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756257,0.0015248086,0.00027502858,0.010988022,0.0009432767,0.009625977,0.00033106704,0.00032232236,0.00036382535],"genre_scores_gemma":[0.988402,0.0003542463,0.00047113537,0.0083335815,0.0009781934,0.00081780594,0.00056530826,0.0000283227,0.000049416274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98950213,0.004564944,0.0030921418,0.0006222846,0.0009181589,0.0013003479],"domain_scores_gemma":[0.9942369,0.0013410154,0.001702989,0.0005061716,0.000661189,0.0015517434],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0049685617,0.00036604173,0.0010950719,0.00017173906,0.0014692337,0.00002685389,0.00025914158,0.00031118796,0.00008042637],"category_scores_gemma":[0.0008914504,0.00031634458,0.000044258555,0.00062649854,0.00010810008,0.0005266269,0.00012253429,0.0018589927,0.00024004234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019545953,0.0025431945,0.6158211,0.04509493,0.00015737189,0.0000038013168,0.2559488,0.00024313733,0.000028069271,0.0019232684,0.023472337,0.0528094],"study_design_scores_gemma":[0.009287293,0.0063428627,0.6423264,0.0007846204,0.00018080401,0.000010809268,0.17526384,0.1027642,5.493053e-7,0.000056500063,0.062332973,0.0006491126],"about_ca_topic_score_codex":0.0045883274,"about_ca_topic_score_gemma":0.0017753239,"teacher_disagreement_score":0.10252106,"about_ca_system_score_codex":0.00095557526,"about_ca_system_score_gemma":0.004816344,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W3010709142","doi":"10.2196/17300","title":"Content and Quality of Infant Feeding Smartphone Apps: Five-Year Update on a Systematic Search and Evaluation","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Readability; mHealth; Android (operating system); App store; Breastfeeding; Smartphone application; Internet privacy; Smartphone app; Information quality; Computer science; Medicine; World Wide Web; Multimedia; Information system; Psychological intervention; Nursing; Pediatrics; Engineering","score_opus":0.4141385342529755,"score_gpt":0.5667483884423921,"score_spread":0.15260985418941658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010709142","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009372854,0.9580743,0.000031837488,0.001962953,0.0003794623,0.029186014,0.00051126356,0.00010313375,0.00037821976],"genre_scores_gemma":[0.005939008,0.97518784,0.00030664023,0.001980506,0.00039855778,0.015703732,0.0003013767,0.00009377186,0.00008856025],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862401,0.005483256,0.0045847055,0.0012882,0.0010212315,0.0013824961],"domain_scores_gemma":[0.9907304,0.0028966723,0.0027229006,0.00079983857,0.00051437045,0.0023358094],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011231558,0.00071197806,0.0047687227,0.0005326992,0.0013977066,0.000028746881,0.0002493555,0.0008066008,0.00004974427],"category_scores_gemma":[0.000890361,0.0005616648,0.00016307602,0.00068578665,0.00022065149,0.00011041458,0.0002581232,0.002225584,0.00008760721],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015793517,0.000076914424,0.0003611833,0.7651488,0.00004437135,7.2380647e-7,0.0013378874,1.3402509e-7,3.0973086e-7,0.0068006516,0.0006296799,0.22544138],"study_design_scores_gemma":[0.009062146,0.002098595,0.018390536,0.3289441,0.0027016385,0.000043757154,0.007961661,0.0007326823,3.3910428e-7,0.0004094706,0.62812597,0.0015291608],"about_ca_topic_score_codex":0.0015687998,"about_ca_topic_score_gemma":0.00023738219,"teacher_disagreement_score":0.62749624,"about_ca_system_score_codex":0.00067711744,"about_ca_system_score_gemma":0.005423585,"threshold_uncertainty_score":0.99990237},"labels":[],"label_agreement":null},{"id":"W3010807240","doi":"10.2196/17613","title":"Promoting Healthy Eating Habits for College Students Through Creating Dietary Diaries via a Smartphone App and Social Media Interaction: Online Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Social media; mHealth; Psychology; Healthy eating; Gerontology; Medicine; Psychological intervention; Physical activity; Physical therapy","score_opus":0.19884084828115484,"score_gpt":0.5018029508148568,"score_spread":0.302962102533702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010807240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610809,0.001264766,0.00041002236,0.01913815,0.00084054534,0.015619659,0.0011780706,0.00038523463,0.00008266797],"genre_scores_gemma":[0.9631808,0.0010396288,0.0020566918,0.020466127,0.0023701182,0.009857143,0.00086267147,0.00012594958,0.000040902716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909201,0.0021792492,0.0027401892,0.0013818829,0.00070099626,0.0020775856],"domain_scores_gemma":[0.9907195,0.004980386,0.0015998025,0.00037083574,0.00048356035,0.0018459267],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037375411,0.0006046826,0.0014636946,0.00016199381,0.007185918,0.000050854633,0.00033445147,0.00041488485,0.00004363374],"category_scores_gemma":[0.0011037508,0.0005859834,0.00008297969,0.0007033877,0.00017675315,0.00038849292,0.00036906393,0.0018219678,0.000025076724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034664562,0.0015773849,0.7517981,0.01848502,0.000066037996,0.0000052297382,0.17115267,9.937128e-7,0.000008990949,0.00043228205,0.006763583,0.046243288],"study_design_scores_gemma":[0.0074775717,0.002521607,0.936023,0.0003008341,0.000109789165,0.000007466352,0.040646214,0.0015736434,6.4957175e-7,0.0002510382,0.010610549,0.000477666],"about_ca_topic_score_codex":0.0027372148,"about_ca_topic_score_gemma":0.011391338,"teacher_disagreement_score":0.1842249,"about_ca_system_score_codex":0.0004026416,"about_ca_system_score_gemma":0.0018769589,"threshold_uncertainty_score":0.9996592},"labels":[],"label_agreement":null},{"id":"W3011099882","doi":"10.2196/16240","title":"Mobile Assessment of Acute Effects of Marijuana on Cognitive Functioning in Young Adults: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Observational study; Cognition; Psychology; Cognitive skill; Clinical psychology; Medicine; Psychiatry; Gerontology; Internal medicine","score_opus":0.07407148588610675,"score_gpt":0.40939489868230516,"score_spread":0.33532341279619843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011099882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970367,0.00036703685,0.000025015492,0.00025806198,0.000083266044,0.001956195,0.000009080579,0.000019722622,0.0002449122],"genre_scores_gemma":[0.9981396,0.00045740264,0.0001895369,0.000859056,0.000052731866,0.00019981926,0.000058486286,0.000011719041,0.00003161079],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988129,0.000075702126,0.0003976239,0.00023781645,0.00027900995,0.00019692333],"domain_scores_gemma":[0.99920356,0.00024465422,0.00019874013,0.00008892044,0.00008332249,0.00018080634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014453878,0.000126304,0.000455996,0.00009927519,0.000047930207,0.0000026250623,0.000027280037,0.000044047436,0.000016058022],"category_scores_gemma":[0.00003502098,0.00010280809,0.00003889462,0.00030214334,0.000029109557,0.000058173606,0.000013176511,0.00017187875,0.0000013576065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001760795,0.00087243115,0.98412895,0.001302774,0.000092907256,0.0000206267,0.007796909,0.000002082625,0.000019062816,0.000073174895,0.00004231911,0.0038879719],"study_design_scores_gemma":[0.009269667,0.0077821156,0.97731566,0.000513973,0.00019945066,0.0000016294334,0.0045217318,0.00026888467,0.000058389014,0.0000071385834,0.000003041936,0.000058311518],"about_ca_topic_score_codex":0.00009927768,"about_ca_topic_score_gemma":0.0000867665,"teacher_disagreement_score":0.007508872,"about_ca_system_score_codex":0.000089342524,"about_ca_system_score_gemma":0.0002713587,"threshold_uncertainty_score":0.41923922},"labels":[],"label_agreement":null},{"id":"W3011142852","doi":"10.2196/15699","title":"Compliance and Utility of a Smartphone App for the Detection of Exacerbations in Patients With Chronic Obstructive Pulmonary Disease: Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; mHealth; COPD; Exacerbation; Cohort; Smartphone app; Prospective cohort study; Disease management; Medical record; Cohort study; Disease; Physical therapy; Intensive care medicine; Emergency medicine; Internal medicine; Psychological intervention; Nursing; World Wide Web","score_opus":0.06524879372219893,"score_gpt":0.4013648891188945,"score_spread":0.33611609539669557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011142852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97344863,0.0022407826,0.0014128251,0.0020578261,0.000109072746,0.02029335,0.00033407117,0.000038402475,0.00006506257],"genre_scores_gemma":[0.9883486,0.0007101906,0.00012635386,0.0005751221,0.00009815306,0.010053314,0.00004958979,0.00002339907,0.000015288213],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971818,0.00038336447,0.0010618491,0.00051820185,0.00027749664,0.0005773167],"domain_scores_gemma":[0.9970831,0.0008051242,0.0007142754,0.00038084653,0.0003117623,0.0007048473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008289307,0.00019153972,0.0005386869,0.000088239336,0.0008563329,0.0000030884435,0.00012366765,0.00009796862,0.000016871678],"category_scores_gemma":[0.0001334501,0.00014259956,0.000027588827,0.00053086516,0.00019579026,0.00009068319,0.00006118505,0.0004832066,0.000001447266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019317999,0.0003749481,0.9515132,0.00741272,0.000011220535,1.2465486e-7,0.0013283328,0.0000045475263,0.0000024676892,0.00020199922,0.00007309752,0.037145585],"study_design_scores_gemma":[0.002741974,0.0008076439,0.9909101,0.00012439727,0.00006838527,1.708246e-7,0.0010544596,0.0025705642,8.292895e-7,0.00012288943,0.0015062902,0.000092308015],"about_ca_topic_score_codex":0.0009232033,"about_ca_topic_score_gemma":0.0012119305,"teacher_disagreement_score":0.03939693,"about_ca_system_score_codex":0.0001494983,"about_ca_system_score_gemma":0.0012958315,"threshold_uncertainty_score":0.65863067},"labels":[],"label_agreement":null},{"id":"W3011343201","doi":"10.2196/16415","title":"Effectiveness of a Mobile eHealth App in Guiding Patients in Pain Control and Opiate Use After Total Knee Replacement: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Opiate; Visual analogue scale; Physical therapy; Acetaminophen; Anesthesia; Surgery; Internal medicine","score_opus":0.01906137228336839,"score_gpt":0.31093797537673545,"score_spread":0.29187660309336705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011343201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781549,0.0012056651,0.00006497014,0.0008448453,0.00021208069,0.01942681,0.00003278424,0.000037547532,0.000020411],"genre_scores_gemma":[0.9952023,0.00038818296,0.00009518684,0.0015871207,0.000082731836,0.0025697919,0.000018030225,0.000031774838,0.00002485068],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99347955,0.0033818283,0.0016440673,0.0005385794,0.0003469449,0.00060902233],"domain_scores_gemma":[0.9949838,0.0036225365,0.00049921486,0.00019706106,0.000077097706,0.00062027277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006354312,0.00030432895,0.003035801,0.0002881912,0.000066594,0.000019469577,0.000034246328,0.00014879924,0.0000144859105],"category_scores_gemma":[0.0023029104,0.00023648128,0.00015370287,0.00028649165,0.00013010093,0.00015882586,0.000045221164,0.0003341934,0.0000018157754],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.77490604,0.0003956367,0.21782362,0.0040758643,0.000043213855,0.000011797967,0.0015797975,0.000010503973,0.00001217373,0.000032722084,0.000013171881,0.0010954258],"study_design_scores_gemma":[0.73725957,0.0046399767,0.25517994,0.00046845266,0.00007127548,0.0000029922123,0.00012791617,0.002077445,0.0000024085448,0.00001321702,0.000035339755,0.000121453],"about_ca_topic_score_codex":0.00071513664,"about_ca_topic_score_gemma":0.00008784078,"teacher_disagreement_score":0.037646487,"about_ca_system_score_codex":0.00016650154,"about_ca_system_score_gemma":0.00039977403,"threshold_uncertainty_score":0.96434265},"labels":[],"label_agreement":null},{"id":"W3011677797","doi":"10.2196/16973","title":"Embodiment of Wearable Technology: Qualitative Longitudinal Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Prosthesis; Thematic analysis; Feeling; Embodied cognition; Activity tracker; Psychology; Qualitative research; Human–computer interaction; Applied psychology; Computer science; Physical medicine and rehabilitation; Medicine; Social psychology; Artificial intelligence","score_opus":0.14069651859532561,"score_gpt":0.4514200666976881,"score_spread":0.31072354810236247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011677797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9525575,0.00043321864,0.020094406,0.025358891,0.0001497262,0.0007424814,0.0000035500702,0.00027042028,0.00038983012],"genre_scores_gemma":[0.9924349,0.00004364515,0.006520293,0.0008640194,0.000032019212,0.00007353233,8.002408e-7,0.00000791279,0.000022881966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982012,0.00017715721,0.00050874526,0.0005056651,0.00023558429,0.0003716472],"domain_scores_gemma":[0.998886,0.0000743136,0.0003632026,0.0003371004,0.00019881097,0.00014060449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059061416,0.00015560836,0.00034902606,0.00031379642,0.00021295196,0.000021110305,0.0004136331,0.00010422776,0.000011431186],"category_scores_gemma":[0.00006954388,0.0001442468,0.000022308835,0.0011178661,0.00014924823,0.00027720968,0.00021619581,0.00045969317,0.00002713511],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037618633,0.0022272451,0.08331332,0.001529242,0.00017314228,0.000059117243,0.18212873,0.000008618898,0.0008605998,0.662331,0.0034186218,0.063574225],"study_design_scores_gemma":[0.01580937,0.064067155,0.5341116,0.000841262,0.00021860424,0.00022411333,0.23045693,0.016607847,0.013161964,0.11425493,0.0075145294,0.002731641],"about_ca_topic_score_codex":0.000056184494,"about_ca_topic_score_gemma":0.000014353359,"teacher_disagreement_score":0.54807603,"about_ca_system_score_codex":0.000084087456,"about_ca_system_score_gemma":0.00020344912,"threshold_uncertainty_score":0.5882214},"labels":[],"label_agreement":null},{"id":"W3011905293","doi":"10.2196/15890","title":"Promoting Antenatal Care Attendance Through a Text Messaging Intervention in Samoa: Quasi-Experimental Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attendance; Intervention (counseling); Medicine; Text messaging; Family medicine; Short Message Service; Nursing; Internet privacy","score_opus":0.04685123359704799,"score_gpt":0.3982868875262661,"score_spread":0.3514356539292181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011905293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981349,0.0057785637,0.000013686206,0.010640689,0.00010601523,0.0015711603,0.000016508518,0.00008981313,0.00043454938],"genre_scores_gemma":[0.99349165,0.00016216088,0.00014848397,0.0058559217,0.00021308774,0.00006370375,0.000023568353,0.00002466178,0.000016744068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781436,0.0001517858,0.0006199641,0.00052364793,0.00029897888,0.0005912833],"domain_scores_gemma":[0.99908733,0.000017639553,0.00018329038,0.00014809436,0.000041882966,0.0005217599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024771254,0.00021769537,0.0005094293,0.00006107277,0.00019349043,0.000023471268,0.000083899075,0.00006644487,0.000024759804],"category_scores_gemma":[0.000022330812,0.00018518715,0.00005768149,0.00026948063,0.000040949126,0.00015902899,0.00008868964,0.00046013153,0.000015645443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012666774,0.003814352,0.86391205,0.010256927,0.00002293171,0.0003232052,0.112375125,6.443324e-7,0.00008869243,0.0003430252,0.00020273672,0.007393615],"study_design_scores_gemma":[0.00873493,0.012266009,0.9120373,0.0012186702,0.000047281683,0.00016193403,0.0637157,0.0005206673,0.00012440504,0.000044071727,0.00086512865,0.0002638881],"about_ca_topic_score_codex":0.0020100581,"about_ca_topic_score_gemma":0.00019462923,"teacher_disagreement_score":0.048659425,"about_ca_system_score_codex":0.00024703215,"about_ca_system_score_gemma":0.00017409225,"threshold_uncertainty_score":0.7551713},"labels":[],"label_agreement":null},{"id":"W3012103240","doi":"10.2196/17208","title":"A Mobile Health Intervention for Mental Health Promotion Among University Students: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; mHealth; Psychological intervention; Randomized controlled trial; Anxiety; Hospital Anxiety and Depression Scale; Medicine; Population; Clinical psychology; Psychology; Psychiatry","score_opus":0.05894220863702499,"score_gpt":0.44361112448023926,"score_spread":0.3846689158432143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012103240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8558193,0.0044122203,0.0046946174,0.035414986,0.004408715,0.09296045,0.00076032866,0.00051136775,0.0010180167],"genre_scores_gemma":[0.98840785,0.00037935458,0.00033489164,0.0031949189,0.00036085158,0.0048312363,0.00040312047,0.000055850986,0.0020319493],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9932912,0.002210023,0.002093777,0.0008654799,0.00045657874,0.0010829173],"domain_scores_gemma":[0.99592406,0.0002756799,0.0017732516,0.00027842814,0.00009882321,0.0016497368],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038963153,0.00038167415,0.0021641816,0.0002506733,0.0007661517,0.00008312127,0.00030738366,0.00015867366,0.00015346149],"category_scores_gemma":[0.00010808605,0.00035853323,0.0006884484,0.00034279606,0.00022442317,0.0003163397,0.00011032735,0.00038931405,0.000045409633],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9239264,0.004420694,0.00027760933,0.0025216008,0.00020693796,0.0000022903432,0.007512936,6.276549e-7,1.6000665e-7,0.0101621,0.013156344,0.03781232],"study_design_scores_gemma":[0.9569499,0.03136545,0.0005360946,0.00034075018,0.000074740885,0.0000066676143,0.0035279044,0.0002874625,4.9443e-7,0.00042267787,0.006253196,0.00023465608],"about_ca_topic_score_codex":0.00078331947,"about_ca_topic_score_gemma":0.00017586205,"teacher_disagreement_score":0.13258854,"about_ca_system_score_codex":0.00073153287,"about_ca_system_score_gemma":0.00048268097,"threshold_uncertainty_score":0.9998867},"labels":[],"label_agreement":null},{"id":"W3012501245","doi":"10.2196/16467","title":"Quantitative Screening of Cervical Cancers for Low-Resource Settings: Pilot Study of Smartphone-Based Endoscopic Visual Inspection After Acetic Acid Using Machine Learning Techniques","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Samsung; National Research Foundation of Korea; National Research Foundation","keywords":"Visual inspection; Computer science; Artificial intelligence; Machine learning; Medical physics; mHealth; Cervical cancer; Medicine; Cancer; Nursing","score_opus":0.1082264995306128,"score_gpt":0.4398185191740116,"score_spread":0.3315920196433988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012501245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915496,0.0011274298,0.0037844782,0.0013740485,0.000023471333,0.0019717873,0.000039225597,0.00008439208,0.000045538738],"genre_scores_gemma":[0.99476016,0.00006657838,0.0035590709,0.0012320443,0.00014560939,0.00016486956,0.000030164409,0.000037005095,0.0000044765156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979473,0.00021237765,0.0005897398,0.00039234865,0.0004288609,0.0004293778],"domain_scores_gemma":[0.9987209,0.0001974389,0.00027469505,0.000118128584,0.00022814685,0.00046070936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005043057,0.00018231699,0.00063313835,0.00020118896,0.00019285943,0.000011080556,0.00006567616,0.00006483182,0.000060249105],"category_scores_gemma":[0.00016819574,0.00016338413,0.000054390224,0.00045868504,0.00011854097,0.000053568438,0.000052496696,0.0005063051,4.0882566e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12920965,0.004074322,0.6789118,0.061655853,0.00026386566,0.000026592768,0.023046542,0.0004059595,0.024179554,0.000067896806,0.00019378509,0.0779642],"study_design_scores_gemma":[0.021901064,0.17517313,0.5675508,0.0011759865,0.00049757125,0.000008369504,0.012872137,0.19804774,0.021652956,0.0000139282,0.00061348255,0.0004928671],"about_ca_topic_score_codex":0.0022361742,"about_ca_topic_score_gemma":0.00042097518,"teacher_disagreement_score":0.19764178,"about_ca_system_score_codex":0.00020010877,"about_ca_system_score_gemma":0.0006045027,"threshold_uncertainty_score":0.66626114},"labels":[],"label_agreement":null},{"id":"W3012623931","doi":"10.2196/17371","title":"Use of Apps to Promote Childhood Vaccination: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"EIT Health","keywords":"Internet privacy; Vaccination; mHealth; Psychology; Medicine; Psychological intervention; Computer science; Psychiatry","score_opus":0.11375741500142941,"score_gpt":0.43124594657778625,"score_spread":0.3174885315763568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012623931","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005326508,0.9853128,0.000012434659,0.0040459875,0.00015711527,0.0099359965,0.00003274013,0.00006875166,0.0004288474],"genre_scores_gemma":[0.000020345935,0.99588203,0.0001987964,0.0026143698,0.00036838636,0.0005222126,0.00003464919,0.00003949645,0.00031969615],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957877,0.0009802873,0.0016377445,0.0005253063,0.0005215304,0.00054745685],"domain_scores_gemma":[0.9969905,0.00026656635,0.0012225306,0.0004392157,0.00016638341,0.000914798],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013700866,0.00036302733,0.0035529814,0.00018421943,0.00040094278,0.000066372835,0.0003648053,0.0002333441,0.00011497151],"category_scores_gemma":[0.0008889266,0.00028884757,0.00028736496,0.001100954,0.000008413984,0.00019515623,0.00007933935,0.000399235,0.00014999388],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012831629,0.000035162593,0.0000023130253,0.6766803,0.000018997074,0.000003177265,0.0012139352,4.4475903e-9,4.7229093e-10,0.0009744114,0.0024817137,0.31858864],"study_design_scores_gemma":[0.000054615524,0.00011249775,0.000046005855,0.3374667,0.00082343764,0.000005865751,0.000041988184,1.9528004e-7,3.8567607e-9,0.000026602873,0.6612517,0.00017037432],"about_ca_topic_score_codex":0.00016849628,"about_ca_topic_score_gemma":0.00011186989,"teacher_disagreement_score":0.65877,"about_ca_system_score_codex":0.00024894733,"about_ca_system_score_gemma":0.0025631879,"threshold_uncertainty_score":0.99995637},"labels":[],"label_agreement":null},{"id":"W3012649192","doi":"10.2196/15960","title":"Automated Mobile Delivery of Financial Incentives for Smoking Cessation Among Socioeconomically Disadvantaged Adults: Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Stephenson Cancer Center; Tobacco Settlement Endowment Trust","keywords":"Smoking cessation; Environmental health; mHealth; Incentive; Medicine; Business; Gerontology; Finance; Psychological intervention; Nursing; Economics","score_opus":0.05145306478805857,"score_gpt":0.3858483588172588,"score_spread":0.33439529402920026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012649192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99616903,0.00007859671,0.00009491551,0.00028214397,0.00011267459,0.0030183408,0.00007158279,0.00016099804,0.000011688245],"genre_scores_gemma":[0.9988987,0.0000680585,0.000101667385,0.0004175744,0.00013228628,0.00023446254,0.00012686155,0.000017415698,0.000003016657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984949,0.00010186362,0.00057190564,0.00038708438,0.00017871984,0.0002655229],"domain_scores_gemma":[0.99901956,0.00009423374,0.0003239842,0.00014466346,0.0001326634,0.0002848829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044884317,0.00014161531,0.00041474355,0.000059775477,0.0001882264,0.000012307411,0.000055692944,0.00011377078,0.00001602451],"category_scores_gemma":[0.00009352643,0.00013320954,0.00006367202,0.00012752485,0.00008399357,0.00014749687,0.00002577915,0.00019590846,3.210424e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015822896,0.00058747723,0.9801959,0.0016348601,0.000010283511,0.0000010978656,0.007478701,0.0000041892363,0.00005477075,0.000014060654,0.000121780744,0.008314582],"study_design_scores_gemma":[0.00497654,0.002340463,0.9871478,0.00008851045,0.00013227722,7.784948e-7,0.0034006815,0.0016859387,0.00009221876,0.000018399862,0.000018997102,0.000097360775],"about_ca_topic_score_codex":0.0002130089,"about_ca_topic_score_gemma":0.000045483503,"teacher_disagreement_score":0.00821722,"about_ca_system_score_codex":0.0001790798,"about_ca_system_score_gemma":0.0003098202,"threshold_uncertainty_score":0.5432127},"labels":[],"label_agreement":null},{"id":"W3012688640","doi":"10.2196/17183","title":"Effect of a Health System–Sponsored Mobile App on Perinatal Health Behaviors: Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pregnancy; Prenatal care; mHealth; Family medicine; Logistic regression; Medical record; Health care; Nursing; Psychological intervention; Population; Environmental health","score_opus":0.03887471573397033,"score_gpt":0.4514093247238048,"score_spread":0.41253460898983446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012688640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380869,0.002897124,0.0001418284,0.009115105,0.00076168776,0.046599045,0.0007098241,0.00085843966,0.0008300147],"genre_scores_gemma":[0.9565634,0.0014678794,0.00015420164,0.008661201,0.0005875617,0.032122,0.00017402724,0.00015853366,0.00011116091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9820525,0.007560573,0.0042178314,0.0019726346,0.0013296985,0.002866769],"domain_scores_gemma":[0.9896582,0.0012579409,0.003193274,0.0012861921,0.00034959856,0.004254817],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011084727,0.0008672238,0.0034111277,0.00046169147,0.0035744382,0.000021587457,0.000525491,0.00043401032,0.00012957196],"category_scores_gemma":[0.00035066344,0.0007615832,0.00020337684,0.001409212,0.00023085882,0.00017354268,0.00023098287,0.0025123,0.0002129822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038330734,0.0010482725,0.84683245,0.04886662,0.00006837988,0.000011507618,0.015145673,0.000011393815,0.000006445494,0.0041355165,0.012219887,0.06782078],"study_design_scores_gemma":[0.008967485,0.046290122,0.9152998,0.0010835605,0.000119000004,0.000015814985,0.00839006,0.0003236342,0.0000062919526,0.000015155317,0.018914538,0.00057456223],"about_ca_topic_score_codex":0.0051820586,"about_ca_topic_score_gemma":0.0002549361,"teacher_disagreement_score":0.06846733,"about_ca_system_score_codex":0.0024728202,"about_ca_system_score_gemma":0.0054182224,"threshold_uncertainty_score":0.99978894},"labels":[],"label_agreement":null},{"id":"W3012692687","doi":"10.2196/17507","title":"Toward Earlier Diagnosis Using Combined eHealth Tools in Rheumatology: The Joint Pain Assessment Scoring Tool (JPAST) Project","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"EIT Health; European Commission","keywords":"eHealth; European union; Medicine; Rheumatology; Health care; Physical therapy; Personalized medicine; mHealth; Intensive care medicine; Internal medicine; Nursing; Bioinformatics; Business; Political science","score_opus":0.16968734546534606,"score_gpt":0.4124276792020244,"score_spread":0.24274033373667833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012692687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93400156,0.004109081,0.00034612254,0.05824017,0.000120533325,0.0029305303,0.000021667212,0.00009835693,0.00013195477],"genre_scores_gemma":[0.9602785,0.031192409,0.0015972573,0.0062405188,0.000091705726,0.00051970256,0.000026887703,0.00004430245,0.00000869835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958612,0.0009351542,0.0009427783,0.0005674083,0.0005441719,0.0011493356],"domain_scores_gemma":[0.9981147,0.0005021683,0.0002445906,0.0003277079,0.00009044637,0.0007203743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026753044,0.00029567152,0.00086047436,0.0002121292,0.0004401039,0.000111707006,0.00015247526,0.0001328052,0.00006739891],"category_scores_gemma":[0.0005426188,0.00021385617,0.000091232454,0.00057201023,0.00019744685,0.00021287026,0.00011904824,0.0009773177,0.00000969519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001403824,0.00061370904,0.8176587,0.008522145,0.00008187175,0.00013797822,0.011596578,0.000013561521,0.000081574275,0.0046518347,0.005036984,0.15020122],"study_design_scores_gemma":[0.014918114,0.007828182,0.9222945,0.003458155,0.0000307757,0.0003427861,0.00859259,0.024743836,0.00007282807,0.0008081802,0.016127804,0.0007822232],"about_ca_topic_score_codex":0.0019891048,"about_ca_topic_score_gemma":0.00014175968,"teacher_disagreement_score":0.149419,"about_ca_system_score_codex":0.00030094906,"about_ca_system_score_gemma":0.0025214937,"threshold_uncertainty_score":0.87208015},"labels":[],"label_agreement":null},{"id":"W3012783426","doi":"10.2196/17802","title":"User Retention and Engagement With a Mobile App Intervention to Support Self-Management in Australians With Type 1 or Type 2 Diabetes (My Care Hub): Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; mHealth; Intervention (counseling); Self-management; Type 2 diabetes; Mobile apps; Psychology; Medicine; Psychological intervention; Diabetes mellitus; Computer science; Nursing; World Wide Web","score_opus":0.10459421976244013,"score_gpt":0.4970971623960515,"score_spread":0.3925029426336114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012783426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759654,0.00050972414,0.00049032114,0.002336496,0.00028981068,0.019705871,0.00003705384,0.0002793371,0.0003859904],"genre_scores_gemma":[0.95355445,0.0011699368,0.022787873,0.0051916833,0.00017221943,0.016431918,0.00013543622,0.000083787025,0.00047268692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994432,0.0016315205,0.0012179951,0.0010425003,0.00038512037,0.0012908799],"domain_scores_gemma":[0.9968701,0.00023905432,0.00046211958,0.00048408384,0.0002898713,0.001654757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002156319,0.00039932862,0.00071636174,0.00031188136,0.00093221356,0.00003105701,0.00019115394,0.00018872373,0.00016700214],"category_scores_gemma":[0.00005059914,0.0002990668,0.000028354452,0.001363426,0.00005021011,0.0001594846,0.00018960975,0.00093752646,0.000057991598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00926396,0.0021616314,0.45502946,0.051392883,0.00021813397,0.000057897585,0.08467332,0.00006529429,0.00002603489,0.000994991,0.017138533,0.37897786],"study_design_scores_gemma":[0.010036923,0.028768668,0.57437783,0.00076409645,0.0003656444,0.000005466235,0.11294517,0.00016434587,0.000006212376,0.000020419155,0.27191508,0.00063013076],"about_ca_topic_score_codex":0.0004824006,"about_ca_topic_score_gemma":0.002632255,"teacher_disagreement_score":0.37834772,"about_ca_system_score_codex":0.0004018612,"about_ca_system_score_gemma":0.000911968,"threshold_uncertainty_score":0.9999461},"labels":[],"label_agreement":null},{"id":"W3012838529","doi":"10.2196/17530","title":"A Mobile Health Solution Complementing Psychopharmacology-Supported Smoking Cessation: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Randomized controlled trial; mHealth; Quality of life (healthcare); Physical therapy; Psychiatry; Psychological intervention; Internal medicine; Nursing","score_opus":0.08494671684333302,"score_gpt":0.4324060447913236,"score_spread":0.3474593279479906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012838529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674035,0.0009825558,0.0012665357,0.013583301,0.00088196393,0.015114277,0.000015543306,0.00026182976,0.00049050426],"genre_scores_gemma":[0.9816391,0.00095329457,0.00024156478,0.013054326,0.00092123525,0.002873447,0.00023096579,0.00003060338,0.00005545924],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961538,0.00070393796,0.0014793108,0.0005100446,0.0005105259,0.00064240844],"domain_scores_gemma":[0.9976623,0.00021735992,0.00096782926,0.00016648196,0.00013735755,0.00084866025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027232424,0.00026144742,0.0018172853,0.00017076205,0.00053339376,0.000039400376,0.00006967114,0.00014681414,0.00033577593],"category_scores_gemma":[0.0001314923,0.00021743691,0.00022929469,0.00033757783,0.00010947865,0.000113787544,0.000028298185,0.00049947546,0.0000036263948],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9683271,0.00038227113,0.006660799,0.0010845126,0.000115657196,0.000006241556,0.0037565916,0.000002700325,0.00006249841,0.0002444082,0.004339551,0.015017665],"study_design_scores_gemma":[0.98572224,0.002700831,0.005867006,0.00007842637,0.0005409105,0.000017971386,0.00048302152,0.002380958,0.0000101588075,0.00005153803,0.0019885814,0.00015836375],"about_ca_topic_score_codex":0.00013295287,"about_ca_topic_score_gemma":0.00000509496,"teacher_disagreement_score":0.01739513,"about_ca_system_score_codex":0.00019758903,"about_ca_system_score_gemma":0.0008633302,"threshold_uncertainty_score":0.88668203},"labels":[],"label_agreement":null},{"id":"W3012875769","doi":"10.2196/18092","title":"Smart Shirts for Monitoring Physiological Parameters: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scopus; MEDLINE; Web of science; Health care; Medicine; Psychology; Medical emergency; Pathology","score_opus":0.15001451611239336,"score_gpt":0.3853451582290233,"score_spread":0.23533064211662996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012875769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535526,0.03705634,0.0038826563,0.001756751,0.0008597731,0.0017239689,0.000029679484,0.00093356834,0.00020468183],"genre_scores_gemma":[0.93929696,0.045889508,0.010750982,0.0030150402,0.00068470853,0.00027936822,0.000024010078,0.000051246006,0.000008153168],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99886924,0.00003772864,0.0003572787,0.00024134034,0.000075206495,0.00041920948],"domain_scores_gemma":[0.9993334,0.00009675026,0.0000600349,0.00010644131,0.000019916935,0.00038349535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015125866,0.00015977921,0.00040461018,0.000017486722,0.000119366356,0.00002031874,0.00006738085,0.00006098035,0.0000064907185],"category_scores_gemma":[0.000106931606,0.00014230057,0.00003851618,0.000089549394,0.000021357537,0.000091678165,0.000017524979,0.00011392919,0.0000062936347],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044081663,0.00011966391,0.0019979149,0.79761815,0.00008632899,0.000026441825,0.0019763063,0.020130161,0.019183084,0.0011821288,0.013607984,0.14363101],"study_design_scores_gemma":[0.024639327,0.015873395,0.12819566,0.572653,0.0016113945,0.0002813993,0.0018340456,0.0937082,0.061003007,0.009504412,0.074796975,0.015899189],"about_ca_topic_score_codex":0.000005814213,"about_ca_topic_score_gemma":9.1439443e-7,"teacher_disagreement_score":0.22496517,"about_ca_system_score_codex":0.000027305092,"about_ca_system_score_gemma":0.000030771105,"threshold_uncertainty_score":0.5802849},"labels":[],"label_agreement":null},{"id":"W3012879397","doi":"10.2196/16828","title":"Midwives’ Attitudes Toward and Experience With a Tablet Intervention to Promote Safety Behaviors for Pregnant Women Reporting Intimate Partner Violence: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; EkstraStiftelsen Helse og Rehabilitering (Stiftelsen Dam)","keywords":"Thematic analysis; Domestic violence; Intervention (counseling); Randomized controlled trial; mHealth; Medicine; Psychological intervention; Childbirth; Nursing; Prenatal care; Poison control; Health care; Qualitative research; Suicide prevention; Psychology; Pregnancy; Population; Medical emergency; Environmental health","score_opus":0.12531215118795802,"score_gpt":0.49406711338211534,"score_spread":0.3687549621941573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012879397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99381757,0.00022218673,0.0014131794,0.00077765144,0.0000908749,0.0033487326,0.000032642347,0.000093534516,0.00020363262],"genre_scores_gemma":[0.9959744,0.00030661744,0.0014428558,0.0007219582,0.00008446083,0.0013925551,0.000007471561,0.000019215282,0.00005044602],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967229,0.0003965917,0.0009642747,0.0006977132,0.0003869935,0.0008315642],"domain_scores_gemma":[0.99802125,0.000092069095,0.00069258607,0.00014962765,0.00018340931,0.0008610573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002922335,0.00021855769,0.00047656285,0.00006834556,0.0009501492,0.00012116215,0.00016416605,0.00007098052,0.000016976333],"category_scores_gemma":[0.00032565673,0.0001782037,0.000035652545,0.00035463404,0.00025136888,0.00032293162,0.00009571014,0.00018889518,0.000002828304],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007898537,0.000303122,0.027629783,0.0010128504,0.00001453722,0.000008130472,0.9459028,0.0000031877287,0.00003261785,0.0011677351,0.000035144785,0.023100229],"study_design_scores_gemma":[0.0014772002,0.005250543,0.23092517,0.0010135929,0.000046088502,0.0000037059401,0.7594444,0.00015264274,0.00003489136,0.0002527204,0.0009785957,0.00042043687],"about_ca_topic_score_codex":0.0015038358,"about_ca_topic_score_gemma":0.00018925167,"teacher_disagreement_score":0.2032954,"about_ca_system_score_codex":0.00016386711,"about_ca_system_score_gemma":0.0002944624,"threshold_uncertainty_score":0.7307876},"labels":[],"label_agreement":null},{"id":"W3012937126","doi":"10.2196/15957","title":"A Mobile App (mHeart) to Detect Medication Nonadherence in the Heart Transplant Population: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Astellas Pharma","keywords":"Medicine; Medication adherence; Pharmacist; Population; Psychological intervention; Patient satisfaction; Usability; Concordance; Patient-reported outcome; Physical therapy; Quality of life (healthcare); Emergency medicine; Pharmacy; Family medicine; Internal medicine; Surgery; Psychiatry; Nursing","score_opus":0.07349659050942313,"score_gpt":0.40504439601884995,"score_spread":0.3315478055094268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012937126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875212,0.00018186579,0.0002532851,0.00896129,0.000044886077,0.0028684172,0.000019314142,0.000040071187,0.000109676184],"genre_scores_gemma":[0.99201494,0.00020379563,0.0004643823,0.0066749435,0.00008466924,0.00042005655,0.00010714572,0.00000983474,0.000020217822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998587,0.00016331584,0.0003818005,0.00028682814,0.0003513834,0.0002296597],"domain_scores_gemma":[0.999319,0.00007637912,0.0000630417,0.00014740547,0.000023857521,0.00037031173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034543534,0.00012358984,0.00025692146,0.00007624275,0.00012634702,0.000017579181,0.00005578074,0.000045189612,0.000029097795],"category_scores_gemma":[0.000011711068,0.00008280399,0.000029929999,0.00034215217,0.0000122338415,0.000060553455,0.000004444744,0.0001722499,0.000040269733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001187123,0.00054676045,0.9504031,0.0017046073,0.000024717849,0.0000532296,0.028576963,0.000039296556,0.0000726878,0.000074998185,0.00031473287,0.017001772],"study_design_scores_gemma":[0.0022486574,0.0028212906,0.9930169,0.00010992919,0.00007007552,0.00004510448,0.0007726231,0.00013094106,0.000021938598,0.000025749141,0.00066468486,0.00007211132],"about_ca_topic_score_codex":0.0005629214,"about_ca_topic_score_gemma":0.00011480296,"teacher_disagreement_score":0.042613782,"about_ca_system_score_codex":0.000046474972,"about_ca_system_score_gemma":0.000110814006,"threshold_uncertainty_score":0.33766487},"labels":[],"label_agreement":null},{"id":"W3013055273","doi":"10.2196/17609","title":"Assessing Apps for Patients with Genitourinary Tumors Using the Mobile Application Rating Scale (MARS): Systematic Search in App Stores and Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Genitourinary system; App store; Observational study; Rating scale; mHealth; Population; Prostate cancer; Descriptive statistics; Android (operating system); Mobile apps; Gynecology; Cancer; World Wide Web; Internal medicine; Computer science; Psychology; Nursing","score_opus":0.14113361486804304,"score_gpt":0.4657814789096442,"score_spread":0.3246478640416012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013055273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96475726,0.0016661542,0.009509163,0.0021770322,0.00007261075,0.021613095,0.0000781592,0.00009223185,0.00003429441],"genre_scores_gemma":[0.97380835,0.0003485021,0.0026304447,0.003067849,0.00019934177,0.019740216,0.00013538328,0.00005073315,0.000019202764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949544,0.0010322512,0.0016240091,0.00078000274,0.00043696896,0.0011723775],"domain_scores_gemma":[0.9958889,0.0013023606,0.00093388936,0.0004459065,0.0003421116,0.0010868618],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022927676,0.0003132178,0.000974888,0.0002945399,0.002516051,0.000054515876,0.00020281925,0.00019141196,0.0000065198938],"category_scores_gemma":[0.00011239516,0.00021960819,0.00006389221,0.0012657589,0.00013820517,0.0002484552,0.000106015745,0.0008125897,0.0000039056276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006610615,0.00031615075,0.85038334,0.12827869,0.00006362569,0.0000010782555,0.009678247,0.00038721663,0.000027149905,0.0007226254,0.00017467681,0.009306124],"study_design_scores_gemma":[0.00654762,0.0013416709,0.79496104,0.003186243,0.00084700674,0.0000054687694,0.047602672,0.14383782,0.000003741322,0.00009621091,0.0009520599,0.00061843125],"about_ca_topic_score_codex":0.0012514266,"about_ca_topic_score_gemma":0.0005332051,"teacher_disagreement_score":0.1434506,"about_ca_system_score_codex":0.00036037804,"about_ca_system_score_gemma":0.0011970643,"threshold_uncertainty_score":0.9987825},"labels":[],"label_agreement":null},{"id":"W3013057974","doi":"10.2196/16971","title":"A Mobile App to Rapidly Appraise the In-Store Food Environment: Reliability, Utility, and Construct Validity Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Griffith University","keywords":"Reliability (semiconductor); Construct validity; Construct (python library); Computer science; Mobile apps; Reliability engineering; Mobile phone; Psychology; Psychometrics; Engineering; World Wide Web; Telecommunications; Clinical psychology; Computer network","score_opus":0.0672048887116798,"score_gpt":0.3486085757748787,"score_spread":0.2814036870631989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013057974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987692,0.0003995884,0.000012849541,0.006688872,0.00007150697,0.004601095,0.000055627184,0.00007443007,0.00040400834],"genre_scores_gemma":[0.9958264,0.00024515603,0.00013191062,0.003217072,0.00022998643,0.0003008761,0.000008128902,0.000026600326,0.000013868353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721915,0.00043425226,0.0004961863,0.0008148069,0.0004560343,0.0005795519],"domain_scores_gemma":[0.99779266,0.00029625036,0.00013210163,0.00052387064,0.000031104915,0.0012240069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008659227,0.00028497865,0.00070411735,0.00006468463,0.00024144456,0.00002722068,0.00014515371,0.000101137215,0.000032971355],"category_scores_gemma":[0.00013279232,0.00021066656,0.000058610058,0.00031368432,0.00027361524,0.00009637806,0.0003450878,0.00067914714,0.000021230111],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005516407,0.0060077873,0.9694924,0.0018849475,0.000020590987,0.000012828397,0.008388634,0.000002856817,0.000019043677,0.00024725235,0.0007714282,0.012600597],"study_design_scores_gemma":[0.0024436135,0.008811859,0.98001426,0.000030973602,0.00007710272,0.000013493746,0.0017758156,0.00021067656,0.000018896095,0.00053444563,0.005894283,0.0001745726],"about_ca_topic_score_codex":0.00021121073,"about_ca_topic_score_gemma":0.0000923093,"teacher_disagreement_score":0.012426024,"about_ca_system_score_codex":0.00011181447,"about_ca_system_score_gemma":0.0002197439,"threshold_uncertainty_score":0.85907334},"labels":[],"label_agreement":null},{"id":"W3013087608","doi":"10.2196/16925","title":"Mobile Health Apps in Pediatric Obesity Treatment: Process Outcomes From a Feasibility Study of a Multicomponent Intervention","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Mobile apps; mHealth; Medicine; Obesity; Psychology; Psychological intervention; Computer science; World Wide Web; Nursing","score_opus":0.14663642581771621,"score_gpt":0.4955026504474997,"score_spread":0.34886622462978345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013087608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692551,0.0029676782,0.00008928662,0.0025088154,0.00023932791,0.024381394,0.00028855653,0.00018401882,0.000085826134],"genre_scores_gemma":[0.97267795,0.0040280023,0.0002241725,0.002661568,0.0002783457,0.01989989,0.00015838888,0.000049501647,0.000022187689],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917573,0.0019728579,0.0031811944,0.0012065527,0.0004905731,0.001391568],"domain_scores_gemma":[0.9946954,0.0006249996,0.0016998714,0.0006786072,0.00018452878,0.0021165824],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015483251,0.0004722193,0.0016330421,0.0003144517,0.0008961846,0.000009523396,0.000292355,0.0002733974,0.00010976569],"category_scores_gemma":[0.00015706185,0.00040844487,0.000120552075,0.0009193822,0.00006385549,0.00016669523,0.00012431177,0.0009930563,0.000048371192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073693646,0.006441071,0.92251045,0.007844664,0.000013671858,0.0000022018457,0.03458075,0.000013827339,0.0000011496043,0.000088455585,0.0001687548,0.027598087],"study_design_scores_gemma":[0.011747968,0.0065737045,0.962014,0.0001488086,0.00006409603,5.0651056e-7,0.017346973,0.0006475717,9.15314e-7,0.00021357139,0.0010096638,0.00023219617],"about_ca_topic_score_codex":0.01660283,"about_ca_topic_score_gemma":0.0076476447,"teacher_disagreement_score":0.039503593,"about_ca_system_score_codex":0.0009039878,"about_ca_system_score_gemma":0.0022262193,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W3013140264","doi":"10.2196/15156","title":"Rams Have Heart, a Mobile App Tracking Activity and Fruit and Vegetable Consumption to Support the Cardiovascular Health of College Students: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institutes of Health","keywords":"Usability; mHealth; Gerontology; Intervention (counseling); Medicine; Population; Tracking (education); Medical education; Psychology; Psychological intervention; Computer science; Nursing; Environmental health","score_opus":0.11859770492092082,"score_gpt":0.45827926935877383,"score_spread":0.339681564437853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013140264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96539104,0.0057509965,0.00021811099,0.008589577,0.00013471852,0.019637978,0.00013828931,0.00009910323,0.000040164625],"genre_scores_gemma":[0.9784484,0.003435525,0.00066204503,0.009086334,0.00015125342,0.008111854,0.000016770991,0.000043994798,0.000043822023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935889,0.0016222554,0.0016201639,0.0011490696,0.0007132419,0.0013063196],"domain_scores_gemma":[0.99518746,0.0007352341,0.00059430784,0.0006221022,0.00019600778,0.0026648878],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0061293067,0.00040736908,0.0013750686,0.0001417127,0.002835389,0.000033951615,0.00020297206,0.00021825125,0.000024927764],"category_scores_gemma":[0.00015747662,0.00033329608,0.000059979986,0.00038197447,0.00024214742,0.00018476386,0.00039373257,0.0010780584,0.000012001672],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006893188,0.000658869,0.81082547,0.016652051,0.000088768116,0.0000023445177,0.037774477,0.0000057137177,0.000016327846,0.00029986,0.0014152662,0.13157153],"study_design_scores_gemma":[0.0031741988,0.0019213669,0.9091784,0.00015716201,0.00007387431,0.000012742708,0.009976724,0.00008839601,0.000007731924,0.000035886897,0.0751306,0.00024293715],"about_ca_topic_score_codex":0.0021568662,"about_ca_topic_score_gemma":0.0018107755,"teacher_disagreement_score":0.1313286,"about_ca_system_score_codex":0.00031634545,"about_ca_system_score_gemma":0.002386128,"threshold_uncertainty_score":0.9999119},"labels":[],"label_agreement":null},{"id":"W3013170743","doi":"10.2196/16497","title":"mHealth App Prescription in Australian General Practice: Pre-Post Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medical prescription; Medicine; Psychological intervention; Usability; Family medicine; Intervention (counseling); Nursing; Computer science","score_opus":0.11809806637781295,"score_gpt":0.501575692422695,"score_spread":0.383477626044882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013170743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8766139,0.0010832115,0.00022351234,0.097195156,0.0008344546,0.020503163,0.0001693983,0.0005559644,0.002821247],"genre_scores_gemma":[0.9189253,0.0029549277,0.0017463273,0.060911782,0.0017860845,0.012387876,0.00020000957,0.00011576278,0.00097193837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9891894,0.002807505,0.002935617,0.001540588,0.0007755455,0.0027513765],"domain_scores_gemma":[0.99261594,0.0007253258,0.0012720878,0.0008261487,0.00043318523,0.0041273073],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0035215607,0.00059131254,0.0011126106,0.00039175348,0.0020183835,0.000040193885,0.00044458816,0.0005697888,0.00028461614],"category_scores_gemma":[0.0007455854,0.00057387503,0.00007883966,0.0012906011,0.00012301517,0.00059640646,0.00021020287,0.0030849413,0.00039536486],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009418176,0.005784733,0.56301594,0.032173984,0.00007207928,0.00009687643,0.09349324,0.00011912273,0.00014213474,0.025609672,0.11724737,0.15282668],"study_design_scores_gemma":[0.0064689023,0.0028476226,0.68152905,0.00018179015,0.00009575425,0.000013716942,0.013853525,0.0012329208,0.0000011165699,0.00027783422,0.2930105,0.00048725726],"about_ca_topic_score_codex":0.009790506,"about_ca_topic_score_gemma":0.002705666,"teacher_disagreement_score":0.17576313,"about_ca_system_score_codex":0.00075992424,"about_ca_system_score_gemma":0.004329706,"threshold_uncertainty_score":0.9996713},"labels":[],"label_agreement":null},{"id":"W3013228935","doi":"10.2196/14024","title":"Comparing a Social and Communication App, Telephone Intervention, and Usual Care for Diabetes Self-Management: 3-Arm Quasiexperimental Evaluation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Council","keywords":"mHealth; Intervention (counseling); Medicine; Diabetes mellitus; Psychology; Gerontology; Computer science; Psychological intervention; Nursing","score_opus":0.13429051896335373,"score_gpt":0.4992663228030857,"score_spread":0.36497580383973194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013228935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96911305,0.006928469,0.00014467478,0.006149261,0.00015111703,0.016663475,0.00006799873,0.00023562685,0.0005463383],"genre_scores_gemma":[0.973887,0.0014605944,0.001253645,0.0036820655,0.00034134576,0.019017115,0.00029749435,0.000044957615,0.000015749387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99598604,0.0009787226,0.0011564719,0.0006952065,0.00034161593,0.000841949],"domain_scores_gemma":[0.99764943,0.00030835514,0.00059777696,0.0002843654,0.00027185876,0.0008882208],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018314525,0.00028241763,0.0006035558,0.0001449501,0.0036852208,0.000037868514,0.00015736949,0.00018085184,0.00002658888],"category_scores_gemma":[0.000054911172,0.00029185202,0.00004389008,0.00028656897,0.00009654014,0.00017880031,0.00023771288,0.00054357963,0.0000085682495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012317654,0.0019016945,0.4993126,0.046459384,0.00014777725,6.590106e-7,0.22869684,0.0000022925099,0.00001780049,0.01111788,0.008801277,0.20231001],"study_design_scores_gemma":[0.022631336,0.0025817037,0.7538332,0.0003563114,0.0005036154,0.0000016210494,0.16583264,0.008734392,0.0000045715656,0.00064988586,0.04433216,0.0005385988],"about_ca_topic_score_codex":0.00032371192,"about_ca_topic_score_gemma":0.00051923376,"teacher_disagreement_score":0.25452054,"about_ca_system_score_codex":0.0003242426,"about_ca_system_score_gemma":0.00034551517,"threshold_uncertainty_score":0.9999534},"labels":[],"label_agreement":null},{"id":"W3013254676","doi":"10.2196/16937","title":"Assessment of the Efficacy of a Mobile Phone–Delivered Just-in-Time Planning Intervention to Reduce Alcohol Use in Adolescents: Randomized Controlled Crossover Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); mHealth; Mobile phone; Crossover study; Brief intervention; Medicine; Psychological intervention; Psychology; Physical therapy; Computer science; Alternative medicine; Nursing; Surgery","score_opus":0.07013952451046726,"score_gpt":0.4206002656819103,"score_spread":0.350460741171443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013254676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901173,0.00062468677,0.000014093142,0.00061305723,0.00016830387,0.00840201,0.0000069214575,0.000016573802,0.000037045174],"genre_scores_gemma":[0.9980829,0.00012744009,0.00011844844,0.0011403635,0.00007638807,0.00036747125,0.000011094475,0.00001539447,0.0000605147],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973412,0.0004366105,0.0012521616,0.00028410798,0.00035441996,0.00033146213],"domain_scores_gemma":[0.99852794,0.00042205164,0.0005302769,0.0002058425,0.000061878985,0.00025200396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091667916,0.0001808503,0.0017624028,0.00015245876,0.00004054531,0.000011926059,0.00009463772,0.000075968695,0.000026767819],"category_scores_gemma":[0.00046605684,0.00011444125,0.00028964895,0.0003681349,0.000064978594,0.000078118836,0.000038243033,0.00023067252,0.0000017440829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.85874134,0.0010231669,0.13319126,0.00063171535,0.00006498422,0.000007657464,0.005339893,0.00008189864,0.00019651957,0.000012683974,0.0001428741,0.000566003],"study_design_scores_gemma":[0.6737257,0.0006041206,0.32312003,0.0012362977,0.00014481849,8.787611e-7,0.00047693303,0.0005671281,0.00005859157,0.0000029506486,0.0000051781035,0.000057327023],"about_ca_topic_score_codex":0.00025060007,"about_ca_topic_score_gemma":0.0000489837,"teacher_disagreement_score":0.18992877,"about_ca_system_score_codex":0.00017761992,"about_ca_system_score_gemma":0.00031382442,"threshold_uncertainty_score":0.46667787},"labels":[],"label_agreement":null},{"id":"W3013259530","doi":"10.2196/17193","title":"Evaluating a Theoretically Informed and Cocreated Mobile Health Educational Intervention for First-Time Hearing Aid Users: Qualitative Interview Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Nottingham; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Thematic analysis; Interactivity; Intervention (counseling); Hearing aid; Applied psychology; mHealth; Hearing loss; Psychology; Qualitative research; Computer science; Medical education; Multimedia; Psychological intervention; Nursing; Medicine","score_opus":0.2371432872393012,"score_gpt":0.5228080772609779,"score_spread":0.28566479002167666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013259530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782421,0.0003500053,0.0004417615,0.01624836,0.000087108485,0.0044744713,0.00004103761,0.0000747247,0.000040456292],"genre_scores_gemma":[0.9932673,0.00018072162,0.0017135654,0.0034853197,0.00009363197,0.0011763392,0.000023362774,0.00002481461,0.000034941855],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.996682,0.0010922384,0.0008488466,0.00060140993,0.00029756213,0.0004779762],"domain_scores_gemma":[0.99680066,0.0020071964,0.00032999302,0.00014720055,0.000110625675,0.0006043122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026489426,0.00019779116,0.00042436548,0.000104134015,0.0006257214,0.00009810328,0.00010914823,0.000060834467,0.00004338577],"category_scores_gemma":[0.0020435234,0.00017072684,0.000062779734,0.0002886738,0.00016221774,0.0002478298,0.000084320556,0.00023586469,0.000011829386],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021287478,0.0025707462,0.005299682,0.02815793,0.000048157115,0.0000014263467,0.67406064,0.00009358736,0.0014696694,0.021220861,0.0011168144,0.26383173],"study_design_scores_gemma":[0.03479823,0.1758916,0.40850747,0.0057062637,0.00029145752,0.00007691121,0.19756863,0.14547117,0.00041173975,0.024580134,0.004235639,0.0024607684],"about_ca_topic_score_codex":0.00016391093,"about_ca_topic_score_gemma":0.000030830804,"teacher_disagreement_score":0.47649202,"about_ca_system_score_codex":0.00016863461,"about_ca_system_score_gemma":0.0005741322,"threshold_uncertainty_score":0.6962038},"labels":[],"label_agreement":null},{"id":"W3013304211","doi":"10.2196/16365","title":"The Effects of Gamification and Oral Self-Care on Oral Hygiene in Children: Systematic Search in App Stores and Evaluation of Apps","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; National Institute of Nursing Research; National Institutes of Health; Javna Agencija za Raziskovalno Dejavnost RS; European Commission","keywords":"Oral hygiene; mHealth; Hygiene; Mobile apps; Medicine; Oral health; Psychology; Computer science; World Wide Web; Nursing; Dentistry; Psychological intervention","score_opus":0.06650166551272287,"score_gpt":0.4513954959237774,"score_spread":0.38489383041105457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013304211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96994895,0.012792353,0.000014715981,0.0027695177,0.00008242873,0.01424602,0.000024745887,0.000036883266,0.00008437477],"genre_scores_gemma":[0.98579776,0.008451019,0.00014141094,0.0009195419,0.00006109652,0.004567012,0.000034850855,0.000023126502,0.0000041732496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942199,0.0026315555,0.0014221155,0.00048094173,0.0005615205,0.0006839856],"domain_scores_gemma":[0.9966043,0.001523777,0.00064302946,0.00035399332,0.00028246563,0.00059242593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044075777,0.00020641596,0.00069959275,0.00024579428,0.0005404442,0.000007932225,0.00013838541,0.00021722708,0.0000030215058],"category_scores_gemma":[0.00055026746,0.00015677723,0.000023002642,0.00060076005,0.00011978295,0.00007841877,0.000066557,0.00068702525,0.0000040310756],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062559836,0.0003052542,0.60354525,0.28960437,0.000019128353,5.1053735e-7,0.031051613,0.000031020445,0.000037880123,0.009443642,0.00031453522,0.0650212],"study_design_scores_gemma":[0.0038059677,0.0008017647,0.9834976,0.0026819438,0.00006372982,0.000001416929,0.004569275,0.004150203,0.000009866269,0.00019076453,0.000112807546,0.00011463829],"about_ca_topic_score_codex":0.0008672749,"about_ca_topic_score_gemma":0.0006322892,"teacher_disagreement_score":0.37995237,"about_ca_system_score_codex":0.0002777226,"about_ca_system_score_gemma":0.0014314523,"threshold_uncertainty_score":0.639319},"labels":[],"label_agreement":null},{"id":"W3013305777","doi":"10.2196/14328","title":"Cognition in Context: Understanding the Everyday Predictors of Cognitive Performance in a New Era of Measurement","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Context (archaeology); Cognitive psychology; Metric (unit); Psychology; Effects of sleep deprivation on cognitive performance; Affect (linguistics); Computer science; Engineering; Communication","score_opus":0.18725295609304562,"score_gpt":0.37174477590675975,"score_spread":0.18449181981371413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013305777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992954,0.0013775824,0.00027174957,0.0019847623,0.000104997256,0.0008598587,0.000029958099,0.000012649086,0.0024044474],"genre_scores_gemma":[0.9985059,0.00019892199,0.00000830822,0.0011562784,0.000072592804,0.000034698907,0.0000066030475,0.000010378722,0.0000063083016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984163,0.00023328073,0.0005595153,0.0002368363,0.00023352758,0.00032051298],"domain_scores_gemma":[0.9988588,0.0005549752,0.0002590488,0.00007346724,0.000090199166,0.00016347306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083186146,0.00011531195,0.00029589285,0.0000773954,0.00006220723,0.0000047629583,0.00006112368,0.00006125248,0.00006832906],"category_scores_gemma":[0.00028634057,0.000094289644,0.000028265413,0.00033314052,0.00012457617,0.0000664574,0.00002570446,0.00036454046,0.0000020300713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019227042,0.00029096435,0.809639,0.0022032673,0.000039298782,0.000004806776,0.1175768,0.000003954217,0.000020131843,0.002979032,0.00021793315,0.06510211],"study_design_scores_gemma":[0.0035154838,0.0011615761,0.9418703,0.0012453666,0.000034805547,0.0000037761558,0.051186968,0.00024536936,0.000027111177,0.000565008,0.000042950734,0.00010131687],"about_ca_topic_score_codex":0.0009560336,"about_ca_topic_score_gemma":0.0011262938,"teacher_disagreement_score":0.13223127,"about_ca_system_score_codex":0.00011744682,"about_ca_system_score_gemma":0.000458817,"threshold_uncertainty_score":0.38450202},"labels":[],"label_agreement":null},{"id":"W3013347747","doi":"10.2196/16018","title":"Intra-Rater and Inter-Rater Reliability of Tongue Coating Diagnosis in Traditional Chinese Medicine Using Smartphones: Quasi-Delphi Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Traditional Chinese Medicine Studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Technology Sydney; Hong Kong Baptist University","keywords":"Tongue; Reliability (semiconductor); Delphi method; Medicine; Computer science; Artificial intelligence; Pathology","score_opus":0.1224617060456337,"score_gpt":0.39667475385202805,"score_spread":0.2742130478063943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013347747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966445,0.0009705117,0.000053909185,0.030836621,0.00020045476,0.0013053572,0.00006275552,0.000041015835,0.000084345826],"genre_scores_gemma":[0.9944694,0.00035878163,0.0003840705,0.0037163284,0.00085524964,0.00012998866,0.00005389683,0.00002867796,0.0000036009399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971983,0.0002466739,0.0011301545,0.0005757909,0.00045866097,0.0003904656],"domain_scores_gemma":[0.9981362,0.00065074174,0.00026041677,0.00019979967,0.00015597811,0.000596837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008954829,0.00032402537,0.0010988975,0.00023644908,0.00015201846,0.000007337543,0.00007072706,0.00008214517,0.00007600814],"category_scores_gemma":[0.0008107901,0.00022235763,0.000043690943,0.0005174167,0.00038017408,0.00014056309,0.00005754199,0.00051435956,0.0000012068754],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006549003,0.00083104934,0.9702014,0.0031370344,0.000028730954,0.00003982992,0.023354875,0.0000045636098,0.000114661365,0.000052546107,0.00047225333,0.001108173],"study_design_scores_gemma":[0.0049361056,0.0042665866,0.982774,0.00052768417,0.000107096406,0.000055262895,0.0055079656,0.0011857577,0.000008783427,0.00042538467,0.00005175969,0.00015358132],"about_ca_topic_score_codex":0.0012912658,"about_ca_topic_score_gemma":0.0003429899,"teacher_disagreement_score":0.028024377,"about_ca_system_score_codex":0.000119213495,"about_ca_system_score_gemma":0.00024493845,"threshold_uncertainty_score":0.9067481},"labels":[],"label_agreement":null},{"id":"W3013370265","doi":"10.2196/15517","title":"Enhancement of Neurocognitive Assessments Using Smartphone Capabilities: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Medical diagnosis; Accelerometer; Mobile device; Computer science; Gold standard (test); Neuropsychology; Medicine; Physical medicine and rehabilitation; Cognition; Psychiatry","score_opus":0.2950057989451931,"score_gpt":0.5344164427625168,"score_spread":0.2394106438173237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013370265","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008478493,0.98306715,0.000067582325,0.00034638017,0.000142734,0.015721103,0.00015890722,0.0000402056,0.0003711697],"genre_scores_gemma":[0.000072489325,0.99583775,0.00075306237,0.0015349882,0.00013180243,0.0012841389,0.00013597324,0.00009080752,0.00015898616],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99322903,0.0013392696,0.0029403176,0.0007482875,0.000998348,0.00074474514],"domain_scores_gemma":[0.99541956,0.00088197255,0.0016852694,0.0007269832,0.0002851926,0.0010009973],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001766895,0.0005882046,0.0072623556,0.00029066525,0.00012845322,0.000018755722,0.00021745107,0.0002370833,0.0001342669],"category_scores_gemma":[0.0006631825,0.00043426498,0.00039964644,0.0007550485,0.00017403618,0.000066422515,0.00012772321,0.0010003006,0.000043746273],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029751156,0.00016091549,0.0000029711857,0.91010535,0.00018227015,0.000020077052,0.00018583203,1.3804164e-9,1.7089684e-7,0.000025814152,0.00033596688,0.08895088],"study_design_scores_gemma":[0.0005834786,0.0013332656,0.000011559769,0.95794356,0.005991384,0.0002790093,0.00018802205,0.000020086896,4.7701167e-7,0.000011124234,0.03338263,0.0002554189],"about_ca_topic_score_codex":0.00006818469,"about_ca_topic_score_gemma":0.000002071561,"teacher_disagreement_score":0.08869546,"about_ca_system_score_codex":0.00061511697,"about_ca_system_score_gemma":0.004814991,"threshold_uncertainty_score":0.99981093},"labels":[],"label_agreement":null},{"id":"W3013410694","doi":"10.2196/17776","title":"The Effectiveness of Self-Management of Hypertension in Adults Using Mobile Health: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":274,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Zhejiang University","keywords":"mHealth; Checklist; Self-management; Medicine; Data extraction; Blood pressure; Meta-analysis; Randomized controlled trial; Systematic review; Guideline; MEDLINE; Physical therapy; Psychological intervention; Psychology; Internal medicine; Nursing; Computer science","score_opus":0.17813725340518863,"score_gpt":0.49466537541860683,"score_spread":0.3165281220134182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013410694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037170204,0.9388353,0.000025747551,0.00046112292,0.00009249563,0.060138464,0.00030274648,0.000054160268,0.000052766623],"genre_scores_gemma":[0.00031560857,0.9441632,0.0004173234,0.0011318547,0.000030163868,0.05373446,0.000110077024,0.00007584046,0.000021450842],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.97927004,0.0110446215,0.0066545974,0.0011265159,0.00058974035,0.00131451],"domain_scores_gemma":[0.9858104,0.005252923,0.006078391,0.0013517566,0.00032741533,0.0011791439],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.012078703,0.00077064405,0.014883343,0.0005741951,0.0010640925,0.0000081349035,0.00045582207,0.00046719355,0.000014838717],"category_scores_gemma":[0.00016713694,0.00047342773,0.0009304905,0.0029775293,0.00014793685,0.000071880815,0.0002930123,0.0013822296,0.000008035525],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006334896,0.00013107412,0.000016957161,0.97850573,0.0062053488,0.0000024344322,0.00017305011,6.6474655e-7,3.3810823e-9,0.0018586513,0.00006683543,0.012975889],"study_design_scores_gemma":[0.001147991,0.0006451919,0.00019203797,0.4037847,0.48991758,0.000021752263,0.0005507082,0.000134576,1.445808e-8,0.00008174027,0.10303878,0.0004849434],"about_ca_topic_score_codex":0.0013067278,"about_ca_topic_score_gemma":0.00023659057,"teacher_disagreement_score":0.57472104,"about_ca_system_score_codex":0.0006160653,"about_ca_system_score_gemma":0.0032581137,"threshold_uncertainty_score":0.9997717},"labels":[],"label_agreement":null},{"id":"W3013477458","doi":"10.2196/18064","title":"Comparison of a Collective Intelligence Tailored Messaging System on Smoking Cessation Between African American and White People Who Smoke: Quasi-Experimental Design","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Patient-Centered Outcomes Research Institute","keywords":"Smoke; Odds; Odds ratio; Smoking cessation; Medicine; Logistic regression; Demography; African american; Psychology; Gerontology; Geography","score_opus":0.1316975913059926,"score_gpt":0.4154580820195812,"score_spread":0.28376049071358855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013477458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99099714,0.00016530129,0.006225005,0.0013250251,0.000042571508,0.00087769335,0.00001625117,0.000083706655,0.0002672817],"genre_scores_gemma":[0.99920005,0.000041342017,0.00023361121,0.00028939403,0.00009474306,0.00007076214,0.000034164812,0.000026685286,0.000009273857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799925,0.00024885352,0.0005638829,0.00043092197,0.00042191695,0.0003351735],"domain_scores_gemma":[0.9986209,0.0001661668,0.00050418347,0.00014954385,0.00008729179,0.00047187018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041845892,0.00020485715,0.0007930977,0.00017706356,0.00027031658,0.000028730188,0.00006336952,0.00008043229,0.0000066673433],"category_scores_gemma":[0.000039044357,0.00019335569,0.000036014913,0.0006363757,0.00011904139,0.000079626705,0.000030016727,0.0003157477,3.4737218e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006550395,0.00024315625,0.95213675,0.0011041324,0.00002497197,0.0000018376714,0.039636306,0.000030709965,0.00009110354,0.00015909765,0.00009529215,0.005821587],"study_design_scores_gemma":[0.0009811708,0.0059623807,0.9290703,0.00034393513,0.00017663497,0.000006489619,0.054062337,0.0041624187,0.0050295717,0.0000073310835,0.000016223097,0.00018118545],"about_ca_topic_score_codex":0.00056488777,"about_ca_topic_score_gemma":0.000009901301,"teacher_disagreement_score":0.023066444,"about_ca_system_score_codex":0.00039129663,"about_ca_system_score_gemma":0.00030284995,"threshold_uncertainty_score":0.78848165},"labels":[],"label_agreement":null},{"id":"W3013683635","doi":"10.2196/16958","title":"SMS Text Messages for Parents for the Prevention of Child Drowning in Bangladesh: Acceptability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; mHealth; Medicine; Mobile phone; Odds ratio; Short Message Service; Demography; Text messaging; Phone; Randomized controlled trial; Injury prevention; Poison control; Family medicine; Pediatrics; Environmental health; Psychological intervention; Population; Nursing; Internet privacy","score_opus":0.12529438558367106,"score_gpt":0.4893060537676736,"score_spread":0.36401166818400255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013683635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8634302,0.0032283238,0.0049293893,0.0638887,0.00061534654,0.062764294,0.00041834032,0.00015736607,0.0005680137],"genre_scores_gemma":[0.9535331,0.00097434834,0.00063612656,0.0065013696,0.00046142042,0.037688956,0.00008926356,0.000043957607,0.00007142252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953177,0.00067874935,0.0018660063,0.00070327916,0.00028057036,0.001153676],"domain_scores_gemma":[0.99550045,0.002102965,0.0008896288,0.0004856937,0.00022150659,0.0007997712],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033536924,0.00026362806,0.00073457736,0.00012408831,0.0017852766,0.000009936945,0.00031941477,0.00022919894,0.00008434007],"category_scores_gemma":[0.0005661373,0.00020208237,0.00010554467,0.000539771,0.0000865813,0.0001254374,0.000098129334,0.0007505121,0.00000748675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036894695,0.0018590796,0.6309288,0.031753343,0.000047228546,3.8274115e-7,0.028043164,0.000035751713,0.000008852394,0.0076712407,0.013546935,0.28241575],"study_design_scores_gemma":[0.009197535,0.0024319228,0.8723978,0.00026105018,0.000121648176,7.439449e-7,0.024446823,0.0022484108,0.000005635451,0.0012334619,0.0874051,0.00024989317],"about_ca_topic_score_codex":0.0006146881,"about_ca_topic_score_gemma":0.0015450693,"teacher_disagreement_score":0.28216586,"about_ca_system_score_codex":0.00017756122,"about_ca_system_score_gemma":0.0013024583,"threshold_uncertainty_score":0.9995143},"labels":[],"label_agreement":null},{"id":"W3013689911","doi":"10.2196/17816","title":"Use of a Smartphone-Based Mobile App for Weight Management in Obese Minority Stroke Survivors: Pilot Randomized Controlled Trial With Open Blinded End Point","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Stroke (engine); Randomized controlled trial; Population; Body mass index; mHealth; Psychological intervention; Physical therapy; Weight loss; Depression (economics); Obesity; Randomization; Gerontology; Internal medicine","score_opus":0.11794926209427958,"score_gpt":0.43471366311763876,"score_spread":0.3167644010233592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013689911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7380891,0.0010218549,0.0032241733,0.016336435,0.0007150569,0.2376211,0.0006591209,0.00021698787,0.0021162005],"genre_scores_gemma":[0.7519886,0.0023698541,0.007466129,0.012485095,0.00045733183,0.22438927,0.00021864696,0.00007999768,0.0005450957],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9896957,0.002896964,0.0038547083,0.0011483204,0.00063474494,0.0017695442],"domain_scores_gemma":[0.988984,0.0056152283,0.0021818124,0.0007759719,0.00040130838,0.0020416938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069442606,0.0005718605,0.003761547,0.00044416724,0.00092872843,0.00004525757,0.00051840587,0.0003315705,0.00020046005],"category_scores_gemma":[0.00050800457,0.00042992723,0.00023482906,0.0007700581,0.00024709114,0.00028290384,0.00019754286,0.0010118099,0.000017300072],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96645373,0.0014254475,0.0018347509,0.011523598,0.0000842954,0.0000036548604,0.0010299663,0.000023838395,0.0000044097665,0.00684231,0.0027964853,0.007977532],"study_design_scores_gemma":[0.9663005,0.004463072,0.0018572721,0.00033676013,0.0002727006,8.426679e-7,0.00079201633,0.0036885585,0.000005681125,0.0002874934,0.021650031,0.0003450614],"about_ca_topic_score_codex":0.0052250875,"about_ca_topic_score_gemma":0.004342441,"teacher_disagreement_score":0.018853547,"about_ca_system_score_codex":0.0003245416,"about_ca_system_score_gemma":0.004059134,"threshold_uncertainty_score":0.9998152},"labels":[],"label_agreement":null},{"id":"W3013764888","doi":"10.2196/14768","title":"An Innovative Electronic Health Toolkit (Our Whole Lives for Chronic Pain) to Reduce Chronic Pain in Patients With Health Disparities: Open Clinical Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chronic pain; Medicine; eHealth; Physical therapy; Logistic regression; Pain catastrophizing; Depression (economics); Clinical trial; Brief Pain Inventory; Health care; Internal medicine","score_opus":0.0624667689906133,"score_gpt":0.4468544928695188,"score_spread":0.38438772387890546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013764888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8426606,0.0014003497,0.0020389957,0.13442387,0.00020373477,0.019055968,0.000095002586,0.00010055911,0.000020943],"genre_scores_gemma":[0.9450588,0.0004052998,0.0020149893,0.04927041,0.0012292659,0.0011581229,0.00072798546,0.00008260595,0.00005252696],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9921148,0.0025383965,0.0019278915,0.0012486812,0.00047207426,0.0016982036],"domain_scores_gemma":[0.99593073,0.00045496458,0.00071693887,0.00052342995,0.0002778918,0.0020960385],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010531883,0.00043475645,0.0015207087,0.0002447487,0.00043029038,0.00008319061,0.00032362094,0.0001873259,0.00001172177],"category_scores_gemma":[0.00097613997,0.00035216086,0.00010235985,0.0011287064,0.00011255936,0.0003341671,0.00008460138,0.00095166615,0.0000069607336],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12218847,0.005259485,0.06395692,0.034847405,0.0001309843,0.0000021575136,0.012803061,0.000038999588,0.000009384241,0.00223057,0.025874902,0.7326577],"study_design_scores_gemma":[0.10346672,0.37873882,0.48621038,0.0016439197,0.000024984076,0.0000010025049,0.003031021,0.002289741,0.0000010692677,0.00013539291,0.023853963,0.0006029888],"about_ca_topic_score_codex":0.0009748818,"about_ca_topic_score_gemma":0.0016666031,"teacher_disagreement_score":0.73205465,"about_ca_system_score_codex":0.0020807018,"about_ca_system_score_gemma":0.013906124,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W3013825409","doi":"10.2196/16215","title":"Potential of Mobile Technology to Relieve the Urgent Mental Health Needs in China: Web-Based Survey","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Central South University; Northwestern University","keywords":"Mental health; Checklist; Social media; Mobile technology; Population; Medicine; The Internet; Medical education; Psychology; Nursing; Mobile device; Psychiatry; Environmental health; World Wide Web","score_opus":0.041505338822457695,"score_gpt":0.4112010352426097,"score_spread":0.369695696420152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013825409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87434167,0.0017300325,0.00009189223,0.11932638,0.0008780457,0.0025363846,0.00059057033,0.00010055326,0.00040448844],"genre_scores_gemma":[0.98548234,0.00008179467,0.00014776575,0.013485817,0.00007170536,0.000482981,0.000098568875,0.0000393088,0.00010972459],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99635446,0.00058391533,0.0012916999,0.0005108787,0.00029389717,0.0009651449],"domain_scores_gemma":[0.99787915,0.00008770312,0.00044267054,0.00042511604,0.000051721105,0.001113628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013167965,0.0002537355,0.00059501105,0.00048950245,0.0002421324,0.000017666658,0.00035421504,0.00015976091,0.0001804284],"category_scores_gemma":[0.00006849963,0.00021317288,0.000085547144,0.00170065,0.00017051463,0.00006157576,0.00013592486,0.0005237718,0.00009322675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010919261,0.009909549,0.27222896,0.008721889,0.00015327799,0.000053810785,0.036695734,0.00030291235,0.00014952426,0.025676722,0.2506481,0.38454026],"study_design_scores_gemma":[0.005406323,0.0139240995,0.9415073,0.00036547595,0.000016914268,0.00004055377,0.0046515944,0.0006445496,0.0000586998,0.00035001445,0.032602064,0.0004324189],"about_ca_topic_score_codex":0.0028267042,"about_ca_topic_score_gemma":0.0009805926,"teacher_disagreement_score":0.6692783,"about_ca_system_score_codex":0.0002589767,"about_ca_system_score_gemma":0.0008604297,"threshold_uncertainty_score":0.86929375},"labels":[],"label_agreement":null},{"id":"W3013827966","doi":"10.2196/12655","title":"Patient and Provider Cocreation of Mobile Texting Apps to Support Behavioral Health: Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Usability; mHealth; Digital health; Internet privacy; Mobile technology; Relevance (law); Health care; Medicine; Mobile device; Psychology; World Wide Web; Nursing; Computer science; Psychological intervention; Human–computer interaction","score_opus":0.11743950394251361,"score_gpt":0.48212241936686867,"score_spread":0.36468291542435505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013827966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896232,0.0003782432,0.00003883901,0.004253891,0.00028358342,0.0047677,0.00018143604,0.00007328277,0.00039983532],"genre_scores_gemma":[0.99593616,0.00000911396,0.0002541202,0.002839857,0.00005982103,0.0007770658,0.000037527017,0.000025660971,0.000060680675],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99693,0.00032274672,0.001255278,0.0006266333,0.000268612,0.0005967083],"domain_scores_gemma":[0.99783605,0.000079944475,0.00044836412,0.00027340936,0.000095558134,0.0012666525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064068235,0.00019869898,0.00050379237,0.00010174588,0.00022683336,0.000026084093,0.00008682858,0.00006971431,0.00011834992],"category_scores_gemma":[0.00003219945,0.0001950762,0.000040682487,0.00035700534,0.00008252651,0.00013801125,0.00011247323,0.00023421225,0.000035727484],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078348676,0.0048972936,0.2156712,0.0032887596,0.00001710915,0.0000064041783,0.072824776,0.0000020117964,0.000004215107,0.00059364625,0.0034993587,0.69841176],"study_design_scores_gemma":[0.002838278,0.08768988,0.85601115,0.00019809316,0.00005120262,0.000028900104,0.04691699,0.000044764252,0.000019683015,0.00011494733,0.0057247183,0.00036140066],"about_ca_topic_score_codex":0.002393491,"about_ca_topic_score_gemma":0.00033947485,"teacher_disagreement_score":0.6980503,"about_ca_system_score_codex":0.00016040489,"about_ca_system_score_gemma":0.00029966273,"threshold_uncertainty_score":0.79549766},"labels":[],"label_agreement":null},{"id":"W3013906495","doi":"10.2196/16282","title":"Unraveling Mobile Health Exercise Interventions for Adults: Scoping Review on the Implementations and Designs of Persuasive Strategies","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Stichting Innovatie Alliantie; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Implementation; Psychological intervention; mHealth; Persuasive technology; Computer science; Psychology; Human–computer interaction; Applied psychology; Social psychology; Persuasion","score_opus":0.28092876091661373,"score_gpt":0.5596960166729387,"score_spread":0.27876725575632494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013906495","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08016021,0.39696255,0.02229258,0.2973694,0.0007843026,0.19837226,0.0026692841,0.0005412466,0.0008481586],"genre_scores_gemma":[0.38133582,0.4408209,0.0032650148,0.07549484,0.00040639512,0.09821531,0.0003245201,0.000091364214,0.00004581955],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9951036,0.00069083524,0.0022107137,0.0006432995,0.00027499328,0.0010765328],"domain_scores_gemma":[0.9948084,0.0017706126,0.0014284013,0.00040372513,0.00033565206,0.0012532506],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022379141,0.00030678842,0.0009596631,0.00013657671,0.0026502362,0.000018118164,0.00021353981,0.0001319196,0.00015694201],"category_scores_gemma":[0.00030672894,0.0002374066,0.00014306477,0.00048217532,0.00015221385,0.00014608924,0.00008822658,0.00067243766,0.000014982541],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000688412,0.0002796749,0.0007990822,0.73430604,0.00003051631,4.5168557e-7,0.020647611,0.000012265103,0.000008610838,0.07358493,0.028017716,0.14162472],"study_design_scores_gemma":[0.012909445,0.017598338,0.010403635,0.6513101,0.0006988614,0.000012533884,0.2601876,0.0020627538,0.000025211553,0.0050028507,0.038339894,0.0014487805],"about_ca_topic_score_codex":0.0004559225,"about_ca_topic_score_gemma":0.00046385848,"teacher_disagreement_score":0.30117562,"about_ca_system_score_codex":0.0001458477,"about_ca_system_score_gemma":0.003892446,"threshold_uncertainty_score":0.99864817},"labels":[],"label_agreement":null},{"id":"W3013976834","doi":"10.2196/16059","title":"Experiences of African American Breast Cancer Survivors Using Digital Scales and Activity Trackers in a Weight Gain Prevention Intervention: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; University of North Carolina at Chapel Hill","keywords":"Activity tracker; mHealth; Psychological intervention; Breast cancer; Qualitative research; Psychology; Intervention (counseling); Physical activity; Gerontology; Medicine; Physical therapy; Cancer; Nursing","score_opus":0.07221679475542132,"score_gpt":0.43915373692991744,"score_spread":0.36693694217449613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013976834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965761,0.00070249074,0.00010672566,0.001716301,0.00007676637,0.0006996739,0.00006770159,0.000019660916,0.00003459539],"genre_scores_gemma":[0.999457,0.00020274468,0.00002429705,0.0001321926,0.000079288046,0.000077480996,0.0000054924853,0.000012734915,0.000008749575],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984202,0.00033190177,0.000384643,0.00035636584,0.0002461301,0.00026075952],"domain_scores_gemma":[0.9991218,0.00007211481,0.0002854562,0.00009244188,0.00005675108,0.00037142317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003600438,0.00015008936,0.0004970675,0.00010962576,0.0000706293,0.000020217833,0.00004323095,0.000035062225,0.00001652018],"category_scores_gemma":[0.000019062281,0.00013224236,0.000054127544,0.0005148763,0.00024231235,0.00019691128,0.000033197604,0.00017921206,1.665785e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019134566,0.00054905855,0.18015191,0.0013790912,0.000029144754,0.0000059765457,0.7014353,0.0000010747525,0.0000151210925,0.000010645529,0.000010733514,0.11449848],"study_design_scores_gemma":[0.0011669511,0.0015138545,0.29380864,0.00018481832,0.00003462165,0.000007914764,0.70283157,0.00030192998,0.000015123963,0.000013966005,0.000016180808,0.00010445909],"about_ca_topic_score_codex":0.015257131,"about_ca_topic_score_gemma":0.017270103,"teacher_disagreement_score":0.114394024,"about_ca_system_score_codex":0.0001184605,"about_ca_system_score_gemma":0.00021806046,"threshold_uncertainty_score":0.99130034},"labels":[],"label_agreement":null},{"id":"W3014079436","doi":"10.2196/17552","title":"A Personalized Physical Activity Coaching App for Breast Cancer Survivors: Design Process and Early Prototype Testing","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Insight SFI Research Centre for Data Analytics; HORIZON EUROPE Marie Sklodowska-Curie Actions; University College Dublin; European Commission; Universidad de Sevilla","keywords":"Coaching; Usability; Grounded theory; Breast cancer; Health coaching; Conceptualization; Population; Goal setting; Psychology; Applied psychology; Computer science; Medicine; Qualitative research; Human–computer interaction; Cancer; Psychotherapist; Artificial intelligence; Social psychology","score_opus":0.10310110498988612,"score_gpt":0.3986286682132424,"score_spread":0.29552756322335627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014079436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98522013,0.0006366435,0.0017437002,0.008741114,0.00006433091,0.003292836,0.00011003289,0.00013105631,0.000060176335],"genre_scores_gemma":[0.99604815,0.000083210456,0.00035763872,0.0016795245,0.00072339375,0.0010372977,0.000004466335,0.000040391496,0.000025921207],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984941,0.000110650886,0.00018017367,0.00048838346,0.00024049712,0.00048619602],"domain_scores_gemma":[0.9985732,0.00023692247,0.00014816083,0.00010158871,0.00015909623,0.00078106666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032985324,0.0002144094,0.0005095341,0.000043465585,0.0002865921,0.000039409144,0.000051379986,0.000083931576,0.000005759869],"category_scores_gemma":[0.00007874432,0.00018122973,0.000046876674,0.0002796658,0.000085248685,0.00012624418,0.000022178949,0.00034492326,7.1585794e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.027566303,0.00072108454,0.29217705,0.05555011,0.00011487339,0.000019497998,0.07691825,0.000012407385,0.0013287658,0.00031713027,0.00034052224,0.544934],"study_design_scores_gemma":[0.009925013,0.0074193357,0.9396567,0.0013075356,0.0005187758,0.00015673827,0.0040598344,0.03354968,0.0003003305,0.000340024,0.0018493455,0.00091670704],"about_ca_topic_score_codex":0.0036917797,"about_ca_topic_score_gemma":0.0002805224,"teacher_disagreement_score":0.6474796,"about_ca_system_score_codex":0.00007644672,"about_ca_system_score_gemma":0.00082788453,"threshold_uncertainty_score":0.73903334},"labels":[],"label_agreement":null},{"id":"W3014146874","doi":"10.2196/18936","title":"Peer-to-Peer Contact Tracing: Development of a Privacy-Preserving Smartphone App","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":236,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Internet privacy; Computer science; Smartphone app; Tracing; Pandemic; Computer security; Data collection; Smartphone application; Coronavirus disease 2019 (COVID-19); Disease; Medicine; Infectious disease (medical specialty); Multimedia","score_opus":0.08611821980403891,"score_gpt":0.3572802720109557,"score_spread":0.2711620522069168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014146874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7489919,0.0003764975,0.1636485,0.08411978,0.00023997804,0.0010210888,0.0000132483165,0.0003502774,0.0012387384],"genre_scores_gemma":[0.96085775,0.000010746781,0.02966206,0.009142746,0.00009740558,0.000043558466,0.0000072326948,0.000022133307,0.00015635435],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966523,0.00008589616,0.00083514646,0.000721955,0.0009415382,0.00076314586],"domain_scores_gemma":[0.9972508,0.00024134095,0.00027629253,0.0005516209,0.00032163583,0.0013582872],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00097569294,0.00026851386,0.00051841856,0.00018217137,0.00027317804,0.00016053116,0.00095399184,0.00008794218,0.000010377644],"category_scores_gemma":[0.00056541833,0.0002635633,0.0000588611,0.00073568587,0.000019146166,0.00058921427,0.0006929902,0.00032662056,0.000036082332],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093673664,0.0008394931,0.03447689,0.02067865,0.00012285734,0.00010416063,0.3252229,0.0001459414,0.004885926,0.015777048,0.025426285,0.5713831],"study_design_scores_gemma":[0.0060751094,0.0031591407,0.68003815,0.001321199,0.00005132689,0.00004893948,0.0018593288,0.031099893,0.006724503,0.0011263127,0.26641846,0.0020776025],"about_ca_topic_score_codex":0.00013911932,"about_ca_topic_score_gemma":0.000077863144,"teacher_disagreement_score":0.6455613,"about_ca_system_score_codex":0.00019223313,"about_ca_system_score_gemma":0.0015989288,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W3014330898","doi":"10.2196/17258","title":"Exploring Patients' Intentions for Continuous Usage of mHealth Services: Elaboration-Likelihood Perspective Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"mHealth; Elaboration likelihood model; Psychology; Health care; Persuasion; Applied psychology; Social media; Perspective (graphical); Knowledge management; Social psychology; Computer science; World Wide Web","score_opus":0.2685462744981754,"score_gpt":0.4483842197862655,"score_spread":0.1798379452880901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014330898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987695,0.0001998384,0.0017627632,0.0074779713,0.00034792192,0.0020522294,0.00020351222,0.00014186976,0.00011891487],"genre_scores_gemma":[0.9969818,0.0001409807,0.00084353756,0.0015683809,0.00009006537,0.00031206215,0.000017715201,0.000021138441,0.000024300592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963793,0.0002728314,0.0012362226,0.00076994806,0.0008283074,0.0005133512],"domain_scores_gemma":[0.9964474,0.0003325985,0.0007621919,0.0004298993,0.001435184,0.00059272913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016056709,0.00021623455,0.0006134338,0.00035371608,0.00049577357,0.00007511211,0.0004513506,0.000110680456,0.000029806402],"category_scores_gemma":[0.0006474404,0.00018185216,0.00009051861,0.0011453559,0.0000967861,0.00051272043,0.00011989728,0.0003348956,0.000020618316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005398142,0.0017884212,0.9110229,0.00042122597,0.000029257064,0.0000021594733,0.045361932,0.0000051332054,0.00002494492,0.008162476,0.0010487933,0.031592958],"study_design_scores_gemma":[0.0027961289,0.00299124,0.88141334,0.000029917335,0.00006316275,0.0000010163892,0.108702816,0.00029850405,0.000012291764,0.0019925302,0.0015245214,0.0001745031],"about_ca_topic_score_codex":0.0003402846,"about_ca_topic_score_gemma":0.00056860654,"teacher_disagreement_score":0.06334089,"about_ca_system_score_codex":0.00010594009,"about_ca_system_score_gemma":0.0004152414,"threshold_uncertainty_score":0.74157155},"labels":[],"label_agreement":null},{"id":"W3014377584","doi":"10.2196/16723","title":"Factors Influencing Acceptance of Personal Health Record Apps for Workplace Health Promotion: Cross-Sectional Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy; Korea Occupational Safety and Health Agency","keywords":"Expectancy theory; Health care; Unified theory of acceptance and use of technology; Applied psychology; Health promotion; Agency (philosophy); Psychology; Medicine; Nursing; Family medicine; Public health; Social psychology","score_opus":0.17727117829327987,"score_gpt":0.49722052961523777,"score_spread":0.3199493513219579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014377584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402504,0.0033327793,0.0031705333,0.030608451,0.0010610359,0.02049057,0.00053228793,0.00043518672,0.00011876757],"genre_scores_gemma":[0.97270656,0.00146523,0.0013290743,0.01436048,0.0010956276,0.008494558,0.00022512443,0.00011081447,0.00021251035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899725,0.001469765,0.0038756202,0.001513927,0.00081376464,0.0023544256],"domain_scores_gemma":[0.9910716,0.0007658445,0.0031059908,0.0005639561,0.0006944975,0.0037981018],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038906082,0.0006279945,0.0015833847,0.00030811623,0.004619128,0.00003779116,0.00041271132,0.00041316127,0.00017312057],"category_scores_gemma":[0.00049315323,0.0005893214,0.00018715525,0.0010984358,0.00021600883,0.00037032712,0.00014700017,0.0016921504,0.000029139523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076252426,0.0007181507,0.9237268,0.018272657,0.00002660054,4.1023407e-7,0.019920306,0.000009686338,0.0000024401331,0.0022291983,0.007016529,0.027314682],"study_design_scores_gemma":[0.0038957063,0.0051516606,0.9626892,0.00053594244,0.00002023682,0.000003022087,0.00867106,0.0005582897,9.393825e-7,0.00032346562,0.017788451,0.0003620095],"about_ca_topic_score_codex":0.0019157494,"about_ca_topic_score_gemma":0.0014143626,"teacher_disagreement_score":0.0389624,"about_ca_system_score_codex":0.0012519956,"about_ca_system_score_gemma":0.0105700195,"threshold_uncertainty_score":0.99965584},"labels":[],"label_agreement":null},{"id":"W3014466363","doi":"10.2196/17038","title":"Acceptability of an Embodied Conversational Agent for Type 2 Diabetes Self-Management Education and Support via a Smartphone App: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Diabetes Victoria; National Health and Medical Research Council; Roche Diabetes Care; Deakin University; Bupa Foundation; Diabetes Australia; University of Melbourne","keywords":"Medicine; Embodied cognition; Smartphone app; Self-management; Type 2 diabetes; Diabetes mellitus; Mobile apps; Dialog system; Human–computer interaction; Medical education; Internet privacy; World Wide Web; Artificial intelligence; Computer science; Dialog box; Endocrinology","score_opus":0.08852408281679469,"score_gpt":0.4875385741313338,"score_spread":0.3990144913145391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014466363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99097496,0.00038017274,0.0004357536,0.0018079134,0.0012613042,0.0034442295,0.00009969232,0.00009038717,0.0015055658],"genre_scores_gemma":[0.9843572,0.000017071836,0.012529337,0.0019679575,0.00009852979,0.0007430147,0.00015947144,0.00002180357,0.00010562886],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977538,0.00044541023,0.000729747,0.0005264266,0.00015881131,0.00038578088],"domain_scores_gemma":[0.998611,0.00015537562,0.0003149438,0.00025282384,0.00011448541,0.0005513891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011280929,0.00016909587,0.000368305,0.00010315117,0.00015648287,0.000021234804,0.0001124229,0.000069456415,0.00022590991],"category_scores_gemma":[0.000032233595,0.00017106085,0.000046985537,0.00022131376,0.00006558823,0.00014704606,0.00006990001,0.00011716324,0.000012254134],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080925605,0.00614967,0.020983033,0.0066996133,0.00015171297,8.2122017e-7,0.013853516,4.1857064e-7,0.000004363977,0.0042160857,0.0042873635,0.94284415],"study_design_scores_gemma":[0.0027946401,0.009439847,0.967499,0.000021622061,0.00017778162,0.0000031369275,0.010119931,0.0003285521,0.00003388916,0.0020291298,0.0073374906,0.00021495397],"about_ca_topic_score_codex":0.0000882165,"about_ca_topic_score_gemma":0.000035017998,"teacher_disagreement_score":0.946516,"about_ca_system_score_codex":0.00013287972,"about_ca_system_score_gemma":0.00025797726,"threshold_uncertainty_score":0.6975659},"labels":[],"label_agreement":null},{"id":"W3014471480","doi":"10.2196/17122","title":"Patterns of Mobile Phone Ownership and Use Among Pregnant Women in Southern Tanzania: Cross-Sectional Survey","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; Duke Global Health Institute, Duke University; Fogarty International Center; National Institutes of Health","keywords":"Tanzania; Psychological intervention; Mobile phone; mHealth; The Internet; Phone; Medicine; Internet privacy; Environmental health; Social media; Business; Advertising; Family medicine; Socioeconomics; Nursing; Telecommunications; Computer science; World Wide Web","score_opus":0.11497829310491661,"score_gpt":0.4249276684236078,"score_spread":0.30994937531869116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014471480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99219257,0.00087223324,0.000079231235,0.0006326212,0.00021613446,0.0046995105,0.0011180118,0.0001019412,0.00008775265],"genre_scores_gemma":[0.9861068,0.0026536353,0.00008800785,0.0037635,0.00026410606,0.0064797886,0.00017021042,0.00006214961,0.00041177645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935876,0.0012542361,0.0020182102,0.000885532,0.00040353992,0.0018508483],"domain_scores_gemma":[0.994419,0.0012656001,0.0009392925,0.00041366686,0.0002474414,0.002715049],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003292394,0.0003427716,0.00087856327,0.0002258268,0.0008044657,0.000026222398,0.00020546411,0.00046593737,0.00026229862],"category_scores_gemma":[0.00040584596,0.00030771786,0.000045259665,0.00058183365,0.00017718425,0.0002415555,0.00015331205,0.001309922,0.000049300004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006203346,0.00015347166,0.97763854,0.0061020358,0.000007255916,0.0000021887126,0.012121577,0.0000077394425,0.000009825299,0.0002236195,0.0002431466,0.0028702477],"study_design_scores_gemma":[0.0025730305,0.00044974935,0.9903649,0.00019804356,0.000005902093,0.000002347764,0.003165359,0.00026255668,0.0000011952525,0.00009545265,0.0026724006,0.00020905865],"about_ca_topic_score_codex":0.012141599,"about_ca_topic_score_gemma":0.0057720477,"teacher_disagreement_score":0.012726345,"about_ca_system_score_codex":0.00037662045,"about_ca_system_score_gemma":0.0017783133,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W3014472671","doi":"10.2196/14836","title":"Quality, Functionality, and Features of Chinese Mobile Apps for Diabetes Self-Management: Systematic Search and Evaluation of Mobile Apps","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Duke Kunshan University; University of Melbourne","keywords":"mHealth; Checklist; Mobile apps; Self-management; App store; Medicine; Diabetes management; Health management system; Computer science; Diabetes mellitus; Internet privacy; Psychology; World Wide Web; Type 2 diabetes; Nursing; Alternative medicine; Psychological intervention; Artificial intelligence","score_opus":0.14542818167339486,"score_gpt":0.5376461057733724,"score_spread":0.39221792409997747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014472671","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071213124,0.9330741,0.000039416016,0.0002798291,0.00032303607,0.057398915,0.0011317199,0.00011289711,0.00051874015],"genre_scores_gemma":[0.009762496,0.891377,0.0007451783,0.00047344796,0.0003130336,0.09650583,0.00062397745,0.000100862795,0.00009820595],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98809904,0.003897036,0.004398956,0.0012178901,0.0011456104,0.0012414907],"domain_scores_gemma":[0.9902498,0.003804767,0.0028651066,0.0008562713,0.0008326104,0.0013914577],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011626516,0.0007339806,0.0045732684,0.0005834665,0.0011501899,0.000021530243,0.00031767087,0.0007735195,0.000032743363],"category_scores_gemma":[0.00030727204,0.00057922676,0.00025150296,0.0009088207,0.00022795526,0.0001274432,0.00034470356,0.0011442634,0.000009842529],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052541676,0.00016481611,0.0005821321,0.69596887,0.00011696149,1.3171844e-7,0.00102962,0.0000011453433,1.09966926e-7,0.0040955395,0.0005395251,0.29744858],"study_design_scores_gemma":[0.007949715,0.0022694138,0.011316685,0.10731425,0.0058629876,0.000021615568,0.003964482,0.0010209216,2.2340905e-7,0.004161344,0.85481286,0.0013054843],"about_ca_topic_score_codex":0.0002073573,"about_ca_topic_score_gemma":0.00010871338,"teacher_disagreement_score":0.8542734,"about_ca_system_score_codex":0.000419717,"about_ca_system_score_gemma":0.0034419636,"threshold_uncertainty_score":0.9996659},"labels":[],"label_agreement":null},{"id":"W3014501872","doi":"10.2196/14721","title":"A Mobile Health Intervention for Fetal Alcohol Spectrum Disorders (Families Moving Forward Connect): Development and Qualitative Evaluation of Design and Functionalities","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; Centers for Disease Control and Prevention; National Institutes of Health; University of Washington","keywords":"Focus group; mHealth; Psychological intervention; Psychology; Population; Intervention (counseling); Peer support; Medical education; Workforce; Medicine; Applied psychology; Nursing","score_opus":0.10669056744020296,"score_gpt":0.4162082890223711,"score_spread":0.30951772158216817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014501872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545818,0.012844829,0.024688214,0.0029226374,0.000085854175,0.004777519,0.000032424006,0.00004279468,0.000023907154],"genre_scores_gemma":[0.99062115,0.00082241045,0.0067899614,0.0006408083,0.000062082356,0.00094732764,0.000084512365,0.000019141604,0.0000125998195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99794847,0.0004701253,0.00054507103,0.00035917162,0.0003568496,0.00032029487],"domain_scores_gemma":[0.9987169,0.0004185126,0.00031311077,0.00007875886,0.00009257203,0.0003801349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002766348,0.00017141104,0.00045847893,0.000107671345,0.0002029981,0.000012959065,0.000026676607,0.00006235809,0.000007052667],"category_scores_gemma":[0.00024023704,0.00015722297,0.000039876428,0.00013189876,0.000108335735,0.00013410648,0.000028440341,0.0001293689,5.0508083e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006843288,0.00043229084,0.0076762834,0.035763767,0.0002688375,0.000001202986,0.27211827,0.000085536245,0.00020037111,0.0054509724,0.0009785993,0.67018056],"study_design_scores_gemma":[0.082996756,0.08819823,0.3669036,0.005220905,0.0012539758,0.000116011215,0.2968021,0.115796454,0.0044991183,0.029441664,0.0067660105,0.0020051622],"about_ca_topic_score_codex":0.000121837846,"about_ca_topic_score_gemma":0.00013382624,"teacher_disagreement_score":0.6681754,"about_ca_system_score_codex":0.00018015981,"about_ca_system_score_gemma":0.0006475699,"threshold_uncertainty_score":0.64113665},"labels":[],"label_agreement":null},{"id":"W3014510740","doi":"10.2196/18597","title":"Efficacy and Impact of Digital HIV Care Navigation in Young People Living With HIV in San Francisco, California: Prospective Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; mHealth; Gerontology; Gee; Young adult; Men who have sex with men; Human immunodeficiency virus (HIV); Intervention (counseling); Generalized estimating equation; Family medicine; Nursing","score_opus":0.02922135847574373,"score_gpt":0.40607206179330185,"score_spread":0.3768507033175581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014510740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986153,0.0007371292,0.000092800045,0.0014116901,0.000046555084,0.010581247,0.00034513228,0.00007863341,0.0005538113],"genre_scores_gemma":[0.9954695,0.00025934685,0.000117748285,0.0002981213,0.0001572115,0.00350822,0.00012617237,0.000051733135,0.000011965317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958691,0.00046070156,0.001401299,0.0007804528,0.0003523404,0.0011361046],"domain_scores_gemma":[0.9969937,0.0006097144,0.0006068028,0.00032191112,0.00021123614,0.001256626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007050046,0.0003447613,0.0008876776,0.00027104732,0.0005858756,0.000020305402,0.00013786722,0.00022014786,0.000034302146],"category_scores_gemma":[0.00021139496,0.0002858357,0.000033833447,0.0011244809,0.000085203734,0.00025513393,0.00010430707,0.0012649115,0.00002106382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007564957,0.00036607985,0.9299628,0.004459175,0.0000069923185,0.000002545509,0.0617977,0.00003265768,0.0000023772443,0.00008961789,0.00016706505,0.0023564927],"study_design_scores_gemma":[0.005558599,0.0017499098,0.96318346,0.0006187122,0.000021807175,0.000004926759,0.028129248,0.00044092367,2.7729544e-7,0.0000365756,0.00006000104,0.00019557013],"about_ca_topic_score_codex":0.0038599474,"about_ca_topic_score_gemma":0.009381862,"teacher_disagreement_score":0.033668455,"about_ca_system_score_codex":0.00061766704,"about_ca_system_score_gemma":0.0022057618,"threshold_uncertainty_score":0.9999594},"labels":[],"label_agreement":null},{"id":"W3014578410","doi":"10.2196/17730","title":"Digital Phenotyping Self-Monitoring Behaviors for Individuals With Type 2 Diabetes Mellitus: Observational Study Using Latent Class Growth Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Nursing Research; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"mHealth; Self-monitoring; Digital health; Observational study; Self-management; Latent class model; Type 2 Diabetes Mellitus; Accelerometer; Weight management; Psychology; Medicine; Computer science; Diabetes mellitus; Obesity; Weight loss; Psychological intervention; Health care; Artificial intelligence; Social psychology; Internal medicine","score_opus":0.18221778210787964,"score_gpt":0.45611908235793613,"score_spread":0.2739013002500565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014578410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841212,0.0010940024,0.00078858534,0.0037910743,0.0003020091,0.009181915,0.00029256882,0.0003370238,0.0000916476],"genre_scores_gemma":[0.98428303,0.000529002,0.0051942538,0.0037526498,0.0009282727,0.0048694406,0.00032768684,0.00008462095,0.000031021285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994826,0.0003731028,0.0015764418,0.0009929348,0.00058386853,0.00164762],"domain_scores_gemma":[0.99523044,0.000788764,0.0009447032,0.0004049455,0.00065083604,0.0019802942],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011849258,0.00043125346,0.0009897747,0.0003438353,0.0025061127,0.000067584966,0.00026710247,0.0002701696,0.000032263488],"category_scores_gemma":[0.00015418867,0.00038030837,0.000101606056,0.0020680611,0.00006444436,0.00038623414,0.00011764659,0.0008601124,0.000020411098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021058437,0.0003792367,0.9870512,0.0027862997,0.00018283514,8.764705e-7,0.0043323203,0.000044072938,0.000005148436,0.0006114455,0.00032497014,0.0040710005],"study_design_scores_gemma":[0.003592024,0.0015629085,0.96940786,0.00017480888,0.0014998545,8.138384e-7,0.004861162,0.0046842336,0.0000036579688,0.0001362858,0.013563556,0.0005128262],"about_ca_topic_score_codex":0.00018788279,"about_ca_topic_score_gemma":0.00006233078,"teacher_disagreement_score":0.017643342,"about_ca_system_score_codex":0.0004373837,"about_ca_system_score_gemma":0.0023861842,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W3014745600","doi":"10.2196/17872","title":"A Nonproprietary Movement Analysis System (MoJoXlab) Based on Wearable Inertial Measurement Units Applicable to Healthy Participants and Those With Anterior Cruciate Ligament Reconstruction Across a Range of Complex Tasks: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Versus Arthritis","keywords":"Sagittal plane; Inertial measurement unit; Anterior cruciate ligament; Wearable computer; Kinematics; Physical medicine and rehabilitation; Computer science; Anterior cruciate ligament reconstruction; Gait analysis; Motion analysis; Range of motion; Artificial intelligence; Gait; Physical therapy; Medicine; Surgery","score_opus":0.11945625787540765,"score_gpt":0.38031618427415514,"score_spread":0.2608599263987475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014745600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99043393,0.0006351772,0.0016413602,0.003053319,0.00005973052,0.003956003,0.000063652165,0.00012422737,0.00003258578],"genre_scores_gemma":[0.9947328,0.0004581541,0.0017122297,0.0025229293,0.00008346674,0.00045749344,0.0000058553023,0.000023028073,0.000004037209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689466,0.00021433202,0.0011470034,0.000589791,0.0006363098,0.00051787804],"domain_scores_gemma":[0.9978498,0.000024447772,0.0005819708,0.0002997412,0.000369532,0.0008744957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013548465,0.00026205336,0.0011464112,0.0002896565,0.0003112455,0.00003799364,0.00005886185,0.00008616926,0.000012194514],"category_scores_gemma":[0.000029492849,0.00020019186,0.00006321289,0.0010990339,0.00008627767,0.00007251552,0.0000394469,0.0002189778,0.0000014022366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03401072,0.0022423868,0.5965575,0.019406186,0.0011389795,0.000027871942,0.01631158,0.0006113671,0.0031373824,0.000018512615,0.0001752906,0.32636225],"study_design_scores_gemma":[0.01980076,0.05843136,0.82273227,0.009452223,0.003004148,0.00005246624,0.039683025,0.040078312,0.005607811,0.000009897877,0.00023525846,0.0009124756],"about_ca_topic_score_codex":0.0012960461,"about_ca_topic_score_gemma":0.00022731307,"teacher_disagreement_score":0.32544976,"about_ca_system_score_codex":0.00028573957,"about_ca_system_score_gemma":0.00044776188,"threshold_uncertainty_score":0.8163587},"labels":[],"label_agreement":null},{"id":"W3014826703","doi":"10.2196/17588","title":"Drivers of Mobile Health Acceptance and Use From the Patient Perspective: Survey Study and Quantitative Model Development","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Expectancy theory; Empowerment; Context (archaeology); Psychology; Structural equation modeling; Variance (accounting); Applied psychology; Unified theory of acceptance and use of technology; Habit; Mediation; eHealth; Behavior change; Health care; Social psychology; Psychological intervention; Computer science; Business","score_opus":0.18900275342376585,"score_gpt":0.4855027010917666,"score_spread":0.2964999476680007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014826703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728247,0.005957108,0.0006547651,0.007835688,0.00011581866,0.011853092,0.0006270045,0.00007977556,0.00005207637],"genre_scores_gemma":[0.96975476,0.007239655,0.0036708382,0.014351955,0.000067496054,0.004772335,0.00007514165,0.000043988446,0.00002386275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99414724,0.0018076763,0.00162543,0.0009641728,0.00043827214,0.0010172188],"domain_scores_gemma":[0.9940365,0.0021935499,0.0011242419,0.0004410654,0.00040960716,0.0017950608],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018262181,0.0003614465,0.00090273755,0.00009382541,0.0023256063,0.000023303768,0.00019872465,0.00016661893,0.000026491196],"category_scores_gemma":[0.00039547624,0.00028026084,0.000029809073,0.0004729802,0.0002543146,0.00021437104,0.00025920832,0.0009808679,0.000009706606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009996531,0.0005030158,0.69768345,0.0019825012,0.000049903367,0.0000011990057,0.24353512,0.00003788945,0.0000043258988,0.004894375,0.0067677614,0.043540828],"study_design_scores_gemma":[0.0021375613,0.001953088,0.90807986,0.0001380113,0.000029118983,7.785747e-7,0.07695723,0.0030967228,9.5141957e-7,0.00021986572,0.007148164,0.00023864156],"about_ca_topic_score_codex":0.012172426,"about_ca_topic_score_gemma":0.008488264,"teacher_disagreement_score":0.21039642,"about_ca_system_score_codex":0.00033133148,"about_ca_system_score_gemma":0.0037930098,"threshold_uncertainty_score":0.99996495},"labels":[],"label_agreement":null},{"id":"W3014828622","doi":"10.2196/13808","title":"Limitations of Existing Dialysis Diet Apps in Promoting User Engagement and Patient Self-Management: Quantitative Content Analysis Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Putra Malaysia","keywords":"Dialysis; App store; Medicine; Credibility; Quality (philosophy); Content analysis; Scale (ratio); Computer science; Internal medicine; World Wide Web","score_opus":0.3785942577033064,"score_gpt":0.4736930447942784,"score_spread":0.09509878709097197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014828622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97838116,0.0012885506,0.0004819522,0.007297684,0.00009032357,0.011020101,0.00008145308,0.00013670373,0.0012220716],"genre_scores_gemma":[0.97973466,0.004303424,0.0049652993,0.0033193822,0.000059200247,0.0074970988,0.00006174212,0.000035398767,0.000023805786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993399,0.0017847483,0.0024005051,0.0009046581,0.00045514572,0.0010558935],"domain_scores_gemma":[0.99526834,0.0015875229,0.0012673257,0.00040322926,0.00027301535,0.0012005665],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022112415,0.00032691358,0.0010481877,0.00064976735,0.001323518,0.000016433813,0.00016617861,0.00013992061,0.000024671728],"category_scores_gemma":[0.00045173024,0.0003085281,0.00008445738,0.0023351428,0.00007599144,0.00015173412,0.00024613665,0.00086326234,0.000012620394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009796378,0.0019838435,0.66797805,0.011380315,0.0005047849,0.000011663214,0.24425246,0.00007876371,0.000010691649,0.019424172,0.0004280105,0.052967623],"study_design_scores_gemma":[0.004067702,0.0027398195,0.82296294,0.00024498944,0.0010309984,3.7221855e-7,0.14781441,0.0046944055,0.0000014488245,0.00015080109,0.015952246,0.0003398629],"about_ca_topic_score_codex":0.0010420398,"about_ca_topic_score_gemma":0.0018035423,"teacher_disagreement_score":0.1549849,"about_ca_system_score_codex":0.00022484983,"about_ca_system_score_gemma":0.0004989332,"threshold_uncertainty_score":0.99997663},"labels":[],"label_agreement":null},{"id":"W3015084100","doi":"10.2196/17430","title":"Effects of a WhatsApp-Delivered Education Intervention to Enhance Breast Cancer Knowledge in Women: Mixed-Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Intervention (counseling); Medicine; Cancer; Psychology; Medical education; Nursing","score_opus":0.036162503512202106,"score_gpt":0.5205512066517307,"score_spread":0.4843887031395286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015084100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96953744,0.0054089967,0.00095851393,0.010153698,0.0010275543,0.012538701,0.00006645455,0.00010669571,0.00020197258],"genre_scores_gemma":[0.9456502,0.0027255868,0.001188716,0.010430841,0.00050988287,0.03927815,0.000015699417,0.000050334736,0.00015055806],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931816,0.0025803584,0.0018465861,0.0008589087,0.00025153047,0.0012810405],"domain_scores_gemma":[0.99546313,0.0007617696,0.0007695626,0.00039374043,0.00035429152,0.0022575094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024324064,0.00032379973,0.0008865052,0.00036990512,0.00054931635,0.000009906145,0.00026933954,0.00024316309,0.00013080053],"category_scores_gemma":[0.00021811531,0.00031999545,0.000057231155,0.0014054034,0.00005222774,0.00016711216,0.00018266153,0.0009342277,0.00008200868],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012331179,0.0023531038,0.016614558,0.027386572,0.00001273607,7.6147876e-7,0.042459738,0.0000028046263,0.00017665491,0.00048784068,0.0075680744,0.901704],"study_design_scores_gemma":[0.0034861765,0.0017880716,0.92715424,0.0017441902,0.00004871804,0.00000180394,0.03626481,0.00021245771,0.00006134192,0.00020310147,0.02868936,0.0003457019],"about_ca_topic_score_codex":0.0038607183,"about_ca_topic_score_gemma":0.0015929778,"teacher_disagreement_score":0.9105397,"about_ca_system_score_codex":0.00089664565,"about_ca_system_score_gemma":0.0038057968,"threshold_uncertainty_score":0.9999252},"labels":[],"label_agreement":null},{"id":"W3015354753","doi":"10.2196/14802","title":"Lifestyle Intervention Enabled by Mobile Technology on Weight Loss in Patients With Nonalcoholic Fatty Liver Disease: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Nonalcoholic fatty liver disease; Weight loss; Body mass index; Internal medicine; Waist; Randomized controlled trial; Population; Fatty liver; Physical therapy; Obesity; Disease","score_opus":0.012592701296762713,"score_gpt":0.3041874620088557,"score_spread":0.291594760712093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015354753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788727,0.0032420414,0.000009811547,0.0052630263,0.00008703973,0.012306997,0.00007678195,0.00007146377,0.00007013558],"genre_scores_gemma":[0.99041706,0.0017617968,0.000026858404,0.0026102765,0.00012651048,0.004717341,0.00027091618,0.000026146858,0.000043094846],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977512,0.00030600562,0.0006647496,0.00050084543,0.00034891543,0.000428326],"domain_scores_gemma":[0.9982951,0.00021203383,0.0003057109,0.00020563684,0.000085571766,0.00089590414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029890548,0.0002714494,0.0014120161,0.00018829692,0.000099626464,0.000015261525,0.00006303279,0.00011246089,0.00010121273],"category_scores_gemma":[0.00010883689,0.00017138166,0.00019096138,0.00026515135,0.00011457648,0.00006698487,0.000028411745,0.00025297084,0.000024186736],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8115335,0.0043128803,0.17919485,0.0005998122,0.00013879036,0.000049381422,0.00015260502,0.0000011334313,1.7249825e-7,0.00014096829,0.0007193395,0.0031565402],"study_design_scores_gemma":[0.85766333,0.004641323,0.13622774,0.0002531293,0.0004926557,6.812259e-7,0.000018173716,0.00016373303,0.000005014715,0.000022739516,0.00038684998,0.00012463905],"about_ca_topic_score_codex":0.000080249134,"about_ca_topic_score_gemma":0.000007679727,"teacher_disagreement_score":0.0461298,"about_ca_system_score_codex":0.0001592105,"about_ca_system_score_gemma":0.00027165693,"threshold_uncertainty_score":0.6988741},"labels":[],"label_agreement":null},{"id":"W3015373359","doi":"10.2196/16405","title":"Wearable Technology to Quantify the Nutritional Intake of Adults: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Davis","keywords":"Wearable computer; Limits of agreement; Bland–Altman plot; Medicine; Test (biology); Wearable technology; Physical activity; mHealth; Gerontology; Physical therapy; Statistics; Computer science; Mathematics; Nursing","score_opus":0.06725351301624641,"score_gpt":0.39576280322957996,"score_spread":0.3285092902133335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015373359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86215854,0.001722361,0.000041953735,0.13453755,0.000045178862,0.0012527682,0.000035271896,0.000035931054,0.00017047595],"genre_scores_gemma":[0.99277586,0.00096864364,0.00057442347,0.0053108735,0.00019841552,0.00013685317,0.00001462147,0.000008427131,0.000011896569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893904,0.00003977333,0.00033437833,0.00022950851,0.00023546447,0.00022183673],"domain_scores_gemma":[0.9993263,0.00006242223,0.00009037483,0.000121896555,0.0001458295,0.00025316788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020124247,0.00009204607,0.00027941426,0.00007633814,0.00020294801,0.00000551113,0.000060020928,0.000053401185,0.000029913248],"category_scores_gemma":[0.00008766235,0.00006470055,0.000028733339,0.0004619976,0.000060406684,0.000024757497,0.00004856535,0.00018889263,0.000015879894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012570183,0.006490919,0.83907986,0.010737668,0.00019788649,0.000036630376,0.009189319,0.000009722223,0.00051686115,0.019535396,0.05500618,0.0466294],"study_design_scores_gemma":[0.007926729,0.012823401,0.92974865,0.00055368536,0.00012720108,0.0000378608,0.021313125,0.00011951815,0.00023918532,0.0013178113,0.025603456,0.00018936307],"about_ca_topic_score_codex":0.00012047664,"about_ca_topic_score_gemma":0.00002099626,"teacher_disagreement_score":0.13061734,"about_ca_system_score_codex":0.00003247748,"about_ca_system_score_gemma":0.00012040458,"threshold_uncertainty_score":0.26384118},"labels":[],"label_agreement":null},{"id":"W3015549743","doi":"10.2196/18437","title":"A Community-Engaged Approach to Creating a Mobile HIV Prevention App for Black Women: Focus Group Study to Determine Preferences via Prototype Demos","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Focus group; mHealth; Psychological intervention; Gerontology; Men who have sex with men; Human immunodeficiency virus (HIV); Population; Psychology; Intervention (counseling); Medicine; Family medicine; Environmental health; Sociology; Psychiatry","score_opus":0.16318801175999023,"score_gpt":0.4526124373092346,"score_spread":0.2894244255492444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015549743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8742155,0.00017637147,0.024773248,0.00425096,0.00013476802,0.094303,0.000178647,0.00050442107,0.0014631131],"genre_scores_gemma":[0.7665469,0.00008042097,0.008274164,0.010886965,0.0005747234,0.21307908,0.00014579564,0.000090472415,0.0003214815],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98687506,0.007165711,0.002088529,0.001128815,0.00047247775,0.0022693845],"domain_scores_gemma":[0.99149203,0.0020318076,0.00076803425,0.0008582057,0.00033500767,0.0045149364],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009249932,0.00054095016,0.0011542956,0.000291872,0.008516318,0.000042826083,0.00056782266,0.00029021714,0.000066655026],"category_scores_gemma":[0.0010393828,0.00050237164,0.00008359448,0.0011311937,0.00007122545,0.00018432002,0.00031952636,0.0036949588,0.00015979142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00910646,0.007632011,0.028375018,0.048007727,0.00007814457,0.0000016055596,0.6106197,0.000095468604,0.00010652619,0.00103634,0.022895712,0.27204525],"study_design_scores_gemma":[0.023404062,0.08388828,0.11466548,0.0013887917,0.0003342207,0.000012163215,0.5089734,0.0146668125,0.000015937672,0.0033498676,0.24689686,0.0024041089],"about_ca_topic_score_codex":0.000816591,"about_ca_topic_score_gemma":0.0007623171,"teacher_disagreement_score":0.26964113,"about_ca_system_score_codex":0.00055439165,"about_ca_system_score_gemma":0.0013747091,"threshold_uncertainty_score":0.9997428},"labels":[],"label_agreement":null},{"id":"W3015559898","doi":"10.2196/16140","title":"Adoption and Attitudes of eHealth Among People Living With HIV and Their Physicians: Online Multicenter Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; mHealth; Family medicine; Medicine; Observational study; Health care; Autonomy; Multivariate analysis; Telehealth; Telemedicine; Gerontology; Psychology; Nursing; Psychological intervention","score_opus":0.047441891847819814,"score_gpt":0.4075709308098542,"score_spread":0.36012903896203435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015559898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98172295,0.0022447829,0.0005607726,0.0084235165,0.00010285301,0.006571647,0.00013844746,0.00017238411,0.000062620165],"genre_scores_gemma":[0.98512745,0.005423749,0.00071962073,0.006296849,0.00040857538,0.0018726602,0.000054009786,0.0000613386,0.000035748602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956991,0.00084731856,0.0012790505,0.00084964663,0.00029104517,0.0010338161],"domain_scores_gemma":[0.9962082,0.000614836,0.00094674417,0.00038696098,0.00026668957,0.001576558],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010067581,0.000399648,0.00091746077,0.00016259825,0.00146086,0.00001709931,0.00013755684,0.00021400361,0.000021042788],"category_scores_gemma":[0.00013826464,0.00031605797,0.000032870288,0.00048320217,0.00021994504,0.00026640532,0.00015265317,0.0010215162,0.00000621035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003039218,0.0007087732,0.9414356,0.012235944,0.000017598619,7.228341e-7,0.023767158,0.000003582992,0.000007416922,0.00037230027,0.00039628078,0.020750742],"study_design_scores_gemma":[0.0024442272,0.0014322244,0.9746111,0.0012624554,0.0000557567,0.0000029667624,0.017966086,0.0013194043,5.424311e-7,0.00002235655,0.000668017,0.00021487917],"about_ca_topic_score_codex":0.0018913519,"about_ca_topic_score_gemma":0.006364528,"teacher_disagreement_score":0.033175528,"about_ca_system_score_codex":0.00012249681,"about_ca_system_score_gemma":0.0008680778,"threshold_uncertainty_score":0.99992913},"labels":[],"label_agreement":null},{"id":"W3015616029","doi":"10.2196/17347","title":"A Scalable System for Passively Monitoring Oral Health Behaviors Using Electronic Toothbrushes in the Home Setting: Development and Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health","keywords":"Usability; mHealth; System usability scale; Medicine; Computer science; Human–computer interaction; Nursing","score_opus":0.16216945570855545,"score_gpt":0.4427264622754576,"score_spread":0.28055700656690213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015616029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99334496,0.0020986055,0.000051170224,0.0013531406,0.00015761208,0.0028951548,0.00004671376,0.000048104037,0.000004525751],"genre_scores_gemma":[0.9986161,0.00006441175,0.00058431656,0.00034273238,0.0001260472,0.00021292736,0.000015861337,0.000020850217,0.000016749302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968613,0.00070576405,0.00062784087,0.0005856512,0.00019749785,0.001021976],"domain_scores_gemma":[0.9990629,0.0001449272,0.00019685298,0.00018465413,0.00005598546,0.00035468154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022975565,0.0002129296,0.0004944004,0.000084795436,0.0008892899,0.000108998844,0.00019381689,0.00011628731,0.000003909582],"category_scores_gemma":[0.00004322284,0.00016690855,0.000033048436,0.00029859913,0.000073181356,0.000121623176,0.00008880643,0.00055013073,0.000003649482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044632322,0.000275812,0.97577655,0.0027175895,0.000014560082,0.00002017304,0.009367078,0.000002336907,0.00012877768,0.000068097674,0.00013337514,0.011049349],"study_design_scores_gemma":[0.0019935276,0.001184027,0.98270166,0.00010197095,0.000016891538,0.000059797865,0.012926014,0.00011656066,0.000052721167,0.0000111832305,0.00066271005,0.00017292447],"about_ca_topic_score_codex":0.0017057703,"about_ca_topic_score_gemma":0.0016978763,"teacher_disagreement_score":0.010876425,"about_ca_system_score_codex":0.0005190438,"about_ca_system_score_gemma":0.0012367361,"threshold_uncertainty_score":0.6839789},"labels":[],"label_agreement":null},{"id":"W3015732378","doi":"10.2196/18175","title":"Hospital Bring-Your-Own-Device Security Challenges and Solutions: Systematic Review of Gray Literature","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bring your own device; Sociotechnical system; Grey literature; Health care; Thematic analysis; Workflow; Documentation; Best practice; Mobile device; Business; Knowledge management; Public relations; Computer science; Medicine; MEDLINE; Qualitative research; Sociology; Political science; World Wide Web","score_opus":0.13280725140250563,"score_gpt":0.43142467597282685,"score_spread":0.29861742457032125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015732378","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008386392,0.98798263,0.0000010513379,0.0048805713,0.00041855362,0.006253172,0.000107713706,0.000160263,0.00011216097],"genre_scores_gemma":[0.0006183276,0.99745506,0.00010473102,0.00077964144,0.00041866052,0.00041423863,0.00013800613,0.000056042132,0.000015262662],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9957123,0.0006365875,0.0018492473,0.0007441486,0.00037191153,0.0006858352],"domain_scores_gemma":[0.99663794,0.00030503742,0.0013439225,0.00066131115,0.0002197661,0.000832011],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013470536,0.0005865127,0.005054093,0.0003017005,0.00019616002,0.000012553836,0.00017620815,0.0008526645,0.0000032513585],"category_scores_gemma":[0.00062291994,0.0004361391,0.0002674254,0.0005267136,0.00013377555,0.000089426525,0.00013462603,0.0018111168,0.000010847119],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007626247,0.000073132156,0.000018160483,0.8333846,0.00007545365,0.00003312491,0.001013674,2.3378632e-10,3.427091e-9,0.00067223277,0.0001837849,0.16453822],"study_design_scores_gemma":[0.0002523431,0.0009084962,0.000059164955,0.8297339,0.0018348634,0.00037721798,0.00013860567,0.0000011701944,2.8250165e-8,0.00006520806,0.16639148,0.00023751169],"about_ca_topic_score_codex":0.000028488046,"about_ca_topic_score_gemma":0.0000075784505,"teacher_disagreement_score":0.16620769,"about_ca_system_score_codex":0.00018352545,"about_ca_system_score_gemma":0.0010721214,"threshold_uncertainty_score":0.999809},"labels":[],"label_agreement":null},{"id":"W3015917701","doi":"10.2196/18400","title":"Adaptive Mobile Health Intervention for Adolescents with Asthma: Iterative User-Centered Development","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Context (archaeology); mHealth; Intrapersonal communication; Intervention (counseling); Asthma; Medicine; Crowdsourcing; Self-management; Psychology; Nursing; Psychological intervention; Computer science; Social psychology; Interpersonal communication","score_opus":0.10155452636849356,"score_gpt":0.4464371028600336,"score_spread":0.34488257649154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015917701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64512616,0.0112024015,0.16303846,0.04905382,0.0018445681,0.12511794,0.0014038609,0.001773297,0.0014394864],"genre_scores_gemma":[0.90992314,0.0009751124,0.009190059,0.030277314,0.0006473998,0.048272364,0.0003655803,0.00010996746,0.00023908472],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993439,0.000808561,0.002054239,0.0011760215,0.00045046656,0.0020717073],"domain_scores_gemma":[0.99427146,0.00023025836,0.0014115939,0.0004035616,0.00045284166,0.003230283],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013631374,0.0005272688,0.0010074516,0.00019908966,0.0028671382,0.000026857042,0.00027320703,0.00028329826,0.00007035997],"category_scores_gemma":[0.00006821717,0.00045491324,0.00009731784,0.0005431026,0.00011402731,0.0002531551,0.00012925777,0.0011219148,0.00012009371],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01587364,0.0024272294,0.073147126,0.08575169,0.00011436136,0.000008160414,0.05207136,0.0000381239,0.000015388903,0.018665494,0.06169927,0.69018817],"study_design_scores_gemma":[0.017643997,0.011321785,0.08885989,0.003875701,0.00005276039,0.000010900191,0.010701473,0.0016310168,0.000013516428,0.00019791286,0.86486197,0.00082910026],"about_ca_topic_score_codex":0.000269597,"about_ca_topic_score_gemma":0.00052782433,"teacher_disagreement_score":0.8031627,"about_ca_system_score_codex":0.00079435034,"about_ca_system_score_gemma":0.004148988,"threshold_uncertainty_score":0.99979025},"labels":[],"label_agreement":null},{"id":"W3016003958","doi":"10.2196/19359","title":"COVID-19 Contact Tracing and Data Protection Can Go Together","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":279,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Contact tracing; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus; Tracing; Computer science; Disease control; Virology; Internet privacy; Infectious disease (medical specialty); Medicine; Disease; Outbreak","score_opus":0.16844006299927383,"score_gpt":0.39772590040315187,"score_spread":0.22928583740387803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016003958","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3104649,0.002371658,0.36761543,0.31393698,0.0004072098,0.0031312557,0.00017839008,0.0010966087,0.00079756475],"genre_scores_gemma":[0.9554424,0.00012675516,0.0012973848,0.04288843,0.00015468983,0.000034311783,0.00001577974,0.00001712739,0.00002310958],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99771875,0.00015522352,0.0003894161,0.0009374093,0.0002687075,0.00053050846],"domain_scores_gemma":[0.99707985,0.00019191015,0.00018705222,0.00063831336,0.00003400279,0.0018688684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006669471,0.00020981477,0.00030565434,0.00009577346,0.0004175332,0.0002822709,0.000558759,0.00008987376,0.0000065358868],"category_scores_gemma":[0.00042057733,0.00020065824,0.000021632351,0.00037318066,0.00003689816,0.0009123881,0.00040856955,0.00036689022,0.000007653037],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088289427,0.00036618055,0.02743152,0.029689722,0.00008809269,0.00023943381,0.070396386,0.00009415808,0.0012519769,0.042972498,0.009928412,0.81665874],"study_design_scores_gemma":[0.012829607,0.007191243,0.17020653,0.00082041626,0.00015625483,0.0006372872,0.0025049835,0.4597937,0.00029262016,0.007205122,0.33494624,0.0034159983],"about_ca_topic_score_codex":0.0019048343,"about_ca_topic_score_gemma":0.00079806475,"teacher_disagreement_score":0.81324273,"about_ca_system_score_codex":0.00022014986,"about_ca_system_score_gemma":0.0016749296,"threshold_uncertainty_score":0.81826055},"labels":[],"label_agreement":null},{"id":"W3016093943","doi":"10.2196/16695","title":"Mobile Phone Technologies in the Management of Ischemic Heart Disease, Heart Failure, and Hypertension: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Heart failure; Odds ratio; Randomized controlled trial; Blood pressure; Internal medicine; Disease management; Disease; Physical therapy","score_opus":0.14806651845135818,"score_gpt":0.4650194569206216,"score_spread":0.3169529384692634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016093943","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015260834,0.94777274,0.000009157216,0.018768864,0.00003935577,0.032813136,0.0003713713,0.00013005116,0.00008007293],"genre_scores_gemma":[0.00035014178,0.9157712,0.0007386855,0.011244971,0.00003549131,0.07153374,0.0001550447,0.00005767451,0.000113070026],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909846,0.002235546,0.003810756,0.0012621594,0.0005474135,0.0011594783],"domain_scores_gemma":[0.9942279,0.0012320933,0.0018884639,0.0015558446,0.00014129658,0.0009544195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034917053,0.00079343276,0.0098919105,0.0005694793,0.0008418431,0.0000197856,0.00046775097,0.00050921005,0.000044758894],"category_scores_gemma":[0.00012070784,0.0004744158,0.00060840877,0.002598041,0.00024592638,0.000089862755,0.0003612114,0.0017876547,0.000037199843],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011443871,0.00008264523,0.000028766022,0.9772173,0.0022118744,0.0000065056834,0.00012694747,3.9663952e-8,8.604005e-9,0.00062231044,0.015531849,0.0041602734],"study_design_scores_gemma":[0.0002867954,0.000105436826,0.000079721474,0.036703695,0.24917679,0.000033212644,0.0011293914,0.000004576861,5.4412572e-9,0.00007546678,0.71212274,0.0002821785],"about_ca_topic_score_codex":0.00013779462,"about_ca_topic_score_gemma":0.000058970072,"teacher_disagreement_score":0.9405136,"about_ca_system_score_codex":0.00015333956,"about_ca_system_score_gemma":0.0010902312,"threshold_uncertainty_score":0.99977076},"labels":[],"label_agreement":null},{"id":"W3016246796","doi":"10.2196/18204","title":"Feasibility of a Home-Based Tablet App for Dexterity Training in Multiple Sclerosis: Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerische Multiple Sklerose Gesellschaft; Multiple Sclerosis Society; Bayer","keywords":"Usability; System usability scale; mHealth; Medicine; Physical therapy; Session (web analytics); Quality of life (healthcare); Physical medicine and rehabilitation; Computer science; Web usability; Psychological intervention; Human–computer interaction; Nursing; World Wide Web","score_opus":0.37280940784796535,"score_gpt":0.4414960717426867,"score_spread":0.06868666389472133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016246796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98582673,0.00040972023,0.0002714616,0.006305851,0.000046422236,0.006856346,0.00019243397,0.000071053175,0.00001998566],"genre_scores_gemma":[0.9957434,0.00014514326,0.0020576215,0.001122778,0.00010926387,0.0007717858,0.000023097466,0.000024295141,0.000002599933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966972,0.00035955795,0.0009272544,0.0007535016,0.00047300063,0.00078952656],"domain_scores_gemma":[0.9975845,0.0007232554,0.00021681431,0.0003965574,0.00020858769,0.0008702685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023246421,0.00024085176,0.0010728802,0.00013278557,0.00021991767,0.000014782611,0.00012890644,0.00009925597,0.000016858321],"category_scores_gemma":[0.0020312706,0.00020968217,0.00010133917,0.00052566867,0.0002469596,0.000084179585,0.000084572835,0.00041405545,0.0000011037964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050342726,0.0016189491,0.95564723,0.008041278,0.000019322582,0.0000015688222,0.0088677285,0.000008507534,0.00078122213,0.0000076191473,0.00013321314,0.019839106],"study_design_scores_gemma":[0.012887262,0.003325738,0.97123927,0.00018657488,0.000034569464,4.951088e-7,0.0052719307,0.0067436667,0.00006228179,0.000026876021,0.00008692334,0.00013440698],"about_ca_topic_score_codex":0.0006196708,"about_ca_topic_score_gemma":0.0008932421,"teacher_disagreement_score":0.019704698,"about_ca_system_score_codex":0.00024094079,"about_ca_system_score_gemma":0.0011102159,"threshold_uncertainty_score":0.8550591},"labels":[],"label_agreement":null},{"id":"W3016260614","doi":"10.2196/17270","title":"Efficacy of the Ascure Smoking Cessation Program: Retrospective Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Masason Foundation","keywords":"Smoking cessation; Retrospective cohort study; Medicine; Family medicine; Internal medicine","score_opus":0.07818127402736766,"score_gpt":0.406844828255597,"score_spread":0.32866355422822935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016260614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931391,0.00007800274,0.000009921574,0.004345077,0.0001256289,0.0019802055,0.000005371215,0.000079182035,0.00023755131],"genre_scores_gemma":[0.998883,0.000028925382,0.000029133806,0.00075860723,0.00019050778,0.000067008936,0.000014037285,0.0000142650415,0.00001447907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987212,0.00010232444,0.0003089161,0.00025576807,0.00040612882,0.0002056848],"domain_scores_gemma":[0.99924904,0.000022757094,0.0002209614,0.00019791294,0.000094619645,0.00021468963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029506077,0.00010601709,0.00025718927,0.000039956823,0.00017942049,0.0000126522855,0.00006365503,0.00007359638,0.00001902241],"category_scores_gemma":[0.000083682186,0.00007198763,0.000047449816,0.00041848296,0.000051226158,0.000048560443,0.000029345887,0.0003372007,4.2836817e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020278736,0.00049803266,0.9711464,0.0003677158,0.000012995236,0.0000013350623,0.006561783,6.660485e-7,0.000015822383,0.00011041513,0.000215484,0.020866543],"study_design_scores_gemma":[0.0026146793,0.0015620821,0.9938997,0.000059731487,0.00017964121,0.00000429583,0.0012851084,0.000041819523,0.000045399218,0.000021833632,0.00023108757,0.00005463891],"about_ca_topic_score_codex":0.00012039553,"about_ca_topic_score_gemma":0.000011371732,"teacher_disagreement_score":0.022753263,"about_ca_system_score_codex":0.00009551134,"about_ca_system_score_gemma":0.00021609895,"threshold_uncertainty_score":0.29355705},"labels":[],"label_agreement":null},{"id":"W3016332248","doi":"10.2196/15095","title":"Exploring the Use of Telemonitoring for Patients at High Risk for Hypertensive Disorders of Pregnancy in the Antepartum and Postpartum Periods: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Women's College Hospital; Toronto Rehabilitation Institute; Public Health Ontario; University of Toronto; University Health Network","funders":"Institute of Circulatory and Respiratory Health; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Pregnancy; Telehealth; Obstetrics; Telemedicine; mHealth; Health care; Psychiatry; Psychological intervention","score_opus":0.21224453357827244,"score_gpt":0.36877621152944373,"score_spread":0.1565316779511713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016332248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8669624,0.11250819,0.000012030335,0.015481651,0.00012307073,0.004825033,0.00007480764,0.000009557199,0.0000032766688],"genre_scores_gemma":[0.73804337,0.25682473,0.00030766166,0.004251665,0.00007461281,0.00047131872,0.000010604474,0.0000134855645,0.0000025831055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987413,0.00009955732,0.0004900052,0.0002372614,0.00016163458,0.00027023698],"domain_scores_gemma":[0.9984699,0.0007741201,0.00028763298,0.00017232791,0.00018189604,0.00011415852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025185954,0.00013443595,0.0006996645,0.000034120534,0.00025523602,0.000006145476,0.000053515283,0.000030210314,5.0107167e-7],"category_scores_gemma":[0.0004323367,0.00007549096,0.00006150249,0.00012935356,0.00008458195,0.00009445789,0.000053352655,0.00012954777,9.462479e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002754986,0.0004954572,0.5810552,0.2595735,0.00022905754,0.0000031748882,0.023696207,0.0000021625356,0.000034183893,0.00014606061,0.007025337,0.12498468],"study_design_scores_gemma":[0.008095952,0.0064558974,0.874078,0.09210655,0.002239803,0.000012066808,0.003576377,0.00028269013,0.000090880894,0.00005931794,0.01266452,0.00033795068],"about_ca_topic_score_codex":0.00016540149,"about_ca_topic_score_gemma":0.00008351971,"teacher_disagreement_score":0.29302278,"about_ca_system_score_codex":0.000007082297,"about_ca_system_score_gemma":0.00007874095,"threshold_uncertainty_score":0.3078432},"labels":[],"label_agreement":null},{"id":"W3016459716","doi":"10.2196/18226","title":"A One-Step, Streamlined Children’s Vision Screening Solution Based on Smartphone Imaging for Resource-Limited Areas: Design and Preliminary Field Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Workflow; mHealth; Scale (ratio); Computer science; Quality (philosophy); Scalability; Medicine; Optometry; Nursing; Psychological intervention; Database","score_opus":0.10891514996626023,"score_gpt":0.4194846557364395,"score_spread":0.3105695057701793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016459716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89751065,0.0013799008,0.040447168,0.05655214,0.00005825699,0.003860363,0.000020004813,0.00011520657,0.000056339577],"genre_scores_gemma":[0.98049164,0.00010445426,0.0071974825,0.011538104,0.00023785036,0.0002102224,0.00018702442,0.000022715487,0.000010521283],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982203,0.00027173504,0.00035719274,0.0004723462,0.0002725716,0.0004058353],"domain_scores_gemma":[0.99862367,0.0005329551,0.00017878436,0.00014508335,0.000101920545,0.00041757914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009823038,0.00019531722,0.00036593064,0.000137415,0.0005143799,0.00001575783,0.000035331424,0.000118998796,0.000013598099],"category_scores_gemma":[0.0003910123,0.00018151115,0.000045128665,0.00014935649,0.000059483646,0.00007874654,0.000033278007,0.0002533324,0.0000015555426],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.068553425,0.001997804,0.41362947,0.004648006,0.00013403055,0.000012843474,0.0028164114,0.0002859165,0.00023218311,0.00004296947,0.023085948,0.484561],"study_design_scores_gemma":[0.0059682988,0.01703849,0.6254562,0.00041365635,0.00024777942,0.000017649063,0.000188908,0.35040057,0.00005948725,0.000023568136,0.00005915178,0.00012620936],"about_ca_topic_score_codex":0.00004976883,"about_ca_topic_score_gemma":0.0000015105346,"teacher_disagreement_score":0.48443478,"about_ca_system_score_codex":0.00006455147,"about_ca_system_score_gemma":0.00017469744,"threshold_uncertainty_score":0.74018097},"labels":[],"label_agreement":null},{"id":"W3016560469","doi":"10.2196/14351","title":"Needs, Experiences, and Views of People With Rheumatic and Musculoskeletal Diseases on Self-Management Mobile Health Apps: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"mHealth; Self-management; Focus group; Medicine; Bespoke; Popularity; Disease management; Qualitative research; Health management system; Quality of life (healthcare); Telehealth; Family medicine; Telemedicine; Health care; Nursing; Psychology; Alternative medicine; Psychological intervention; Advertising; Business; Marketing","score_opus":0.05462954924013322,"score_gpt":0.4742993646841245,"score_spread":0.4196698154439913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016560469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96382666,0.009295507,0.0007658816,0.0041200058,0.00021161772,0.021102807,0.00007633614,0.000259642,0.00034153857],"genre_scores_gemma":[0.92849505,0.018225735,0.00851465,0.006601284,0.00015506594,0.037848968,0.000048241243,0.00006982526,0.000041193267],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.992954,0.0022458178,0.0018916762,0.001012812,0.0005286352,0.001367054],"domain_scores_gemma":[0.993914,0.0009194182,0.0011749602,0.00062041084,0.00012342802,0.0032477742],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020934262,0.0005099294,0.0014553113,0.00033265474,0.0018281916,0.000020064124,0.00022058489,0.00015980819,0.00004980886],"category_scores_gemma":[0.00007394068,0.00039920202,0.00005353144,0.0010264968,0.0001806505,0.00015401564,0.00022353767,0.00076465966,0.000011217493],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001190089,0.0022526684,0.06767325,0.07500198,0.00010849943,0.000003973422,0.23421668,0.000006982106,0.0000015674293,0.0065124314,0.0069946544,0.6060372],"study_design_scores_gemma":[0.010244652,0.021050198,0.37436107,0.0011394932,0.00035427252,0.000013290915,0.5123263,0.0012644015,0.0000011172916,0.00022342353,0.07819541,0.00082633033],"about_ca_topic_score_codex":0.0007889383,"about_ca_topic_score_gemma":0.00033045074,"teacher_disagreement_score":0.6052109,"about_ca_system_score_codex":0.00017184022,"about_ca_system_score_gemma":0.0012317043,"threshold_uncertainty_score":0.999846},"labels":[],"label_agreement":null},{"id":"W3016640244","doi":"10.2196/15561","title":"Developing Mental or Behavioral Health Mobile Apps for Pilot Studies by Leveraging Survey Platforms: A Do-it-Yourself Process","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"American Cancer Society","keywords":"mHealth; Mobile phone; Psychological intervention; Mental health; Android (operating system); Phone; Internet privacy; App store; Computer science; Process (computing); Intervention (counseling); World Wide Web; Mobile technology; Mobile device; Psychology; Medicine; Telecommunications; Nursing","score_opus":0.3892013469691219,"score_gpt":0.5504172664991043,"score_spread":0.16121591952998238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016640244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96079993,0.009666556,0.0006933759,0.018414224,0.0015565117,0.0060854345,0.00239529,0.0002776096,0.00011104171],"genre_scores_gemma":[0.9790188,0.00053628144,0.0009356227,0.015428508,0.00016081533,0.0027474111,0.00065606576,0.00009299848,0.00042346222],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9954117,0.00020539941,0.0014715071,0.000990604,0.00036257427,0.001558207],"domain_scores_gemma":[0.99733675,0.00029406697,0.0006617675,0.0002578207,0.00016330961,0.0012862675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014251773,0.0004563057,0.0008891217,0.00014681194,0.00094866735,0.00008685482,0.00029497777,0.000116728705,0.000079899226],"category_scores_gemma":[0.00005266382,0.00039917094,0.00008635524,0.0005161679,0.00015862934,0.00036161265,0.0001126387,0.00042214515,0.00004881692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012814334,0.0057402374,0.027033698,0.033020042,0.00038520832,0.000027255004,0.16648142,0.000003981256,0.0000045311513,0.0055272803,0.4454538,0.30350822],"study_design_scores_gemma":[0.051153794,0.17806056,0.083286025,0.007456201,0.00039233782,0.0006108862,0.4261731,0.00055071485,0.00016183472,0.007613857,0.23825061,0.0062900954],"about_ca_topic_score_codex":0.0010422446,"about_ca_topic_score_gemma":0.0009328917,"teacher_disagreement_score":0.2972181,"about_ca_system_score_codex":0.00071117183,"about_ca_system_score_gemma":0.0011108824,"threshold_uncertainty_score":0.99984604},"labels":[],"label_agreement":null},{"id":"W3016659462","doi":"10.2196/17246","title":"Mobile Health Apps for Improvement of Tuberculosis Treatment: Descriptive Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Tuberculosis; Medicine; Disease; Inclusion (mineral); Mobile apps; eHealth; Telemedicine; Family medicine; Internet privacy; World Wide Web; Health care; Psychological intervention; Computer science; Nursing; Psychology; Pathology","score_opus":0.17529486148206308,"score_gpt":0.5216360960690389,"score_spread":0.34634123458697585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016659462","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000027749597,0.9005113,0.000104233775,0.0019262998,0.0005880698,0.0874798,0.008719421,0.00021942252,0.0004486373],"genre_scores_gemma":[0.0000049569394,0.74051297,0.00080591254,0.0076104407,0.00059921393,0.24668087,0.003228863,0.00020163707,0.00035515736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9868298,0.0014458365,0.00647847,0.0019072297,0.0005343424,0.0028043278],"domain_scores_gemma":[0.98674667,0.0016655135,0.0059920494,0.0013904998,0.0004593238,0.0037459347],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0023712218,0.0013357447,0.0082012415,0.00046822065,0.0019792693,0.000012350168,0.0005375799,0.0009296333,0.00027031254],"category_scores_gemma":[0.00025869178,0.0010683847,0.000897957,0.0012020777,0.00015180213,0.00012037497,0.00019768681,0.0016080658,0.00020099165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041792533,0.00018192756,0.0000030404185,0.42364416,0.00006202311,5.044221e-7,0.00048019577,2.0686322e-8,2.9915576e-8,0.00088585843,0.032986473,0.54171395],"study_design_scores_gemma":[0.0013992231,0.005913257,0.000005161973,0.082749546,0.001098991,0.000009206492,0.00037696047,0.0000082937795,9.607034e-8,0.00013028127,0.9078277,0.00048132223],"about_ca_topic_score_codex":0.00094561063,"about_ca_topic_score_gemma":0.00017032333,"teacher_disagreement_score":0.8748412,"about_ca_system_score_codex":0.0031132202,"about_ca_system_score_gemma":0.023078293,"threshold_uncertainty_score":0.9999394},"labels":[],"label_agreement":null},{"id":"W3016714061","doi":"10.2196/17108","title":"Behavioral Pain Assessment Implementation in Long-Term Care Using a Tablet App: Case Series and Quasi-Experimental Design","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Regina","funders":"AGE-WELL","keywords":"Checklist; Pain assessment; Medicine; Long-term care; Psychology; Nursing; Pain management; Physical therapy","score_opus":0.09686829908287618,"score_gpt":0.457152761684565,"score_spread":0.3602844626016888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016714061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923291,0.0019846947,0.0023739203,0.0014563913,0.000044612116,0.0017255647,0.000015862075,0.00005318153,0.000016654809],"genre_scores_gemma":[0.9918318,0.0003261154,0.0050810715,0.0024031429,0.000113177244,0.00009578173,0.00011734293,0.000022614258,0.00000897376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837804,0.00028555168,0.00037261227,0.00035584188,0.00018465664,0.00042329132],"domain_scores_gemma":[0.999238,0.000034685352,0.00011578011,0.00011418105,0.000027346965,0.00046996833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056546263,0.00018525799,0.00032321384,0.00011735752,0.00021551109,0.00004457097,0.000032353,0.00006281081,0.00004139265],"category_scores_gemma":[0.000006811938,0.00018074505,0.000022726977,0.0001855637,0.000046421137,0.0001733067,0.00005039497,0.00019454933,7.101294e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007157443,0.0004598479,0.94831616,0.004676956,0.000014892142,0.0016670404,0.016139738,0.000004882807,0.00040325636,0.00010374512,0.00043366445,0.027064081],"study_design_scores_gemma":[0.012996891,0.016775005,0.8585077,0.00040143792,0.00033497292,0.00058037316,0.100322455,0.008481866,0.0003248377,0.000021680298,0.00054995297,0.00070283964],"about_ca_topic_score_codex":0.0008162448,"about_ca_topic_score_gemma":0.00030854592,"teacher_disagreement_score":0.089808464,"about_ca_system_score_codex":0.00025585716,"about_ca_system_score_gemma":0.00029365896,"threshold_uncertainty_score":0.7370569},"labels":[],"label_agreement":null},{"id":"W3016749602","doi":"10.2196/17320","title":"A Mobile Technology for Collecting Patient-Reported Physical Activity and Distress Outcomes: Cross-Sectional Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Breast Cancer Foundation","keywords":"Medicine; mHealth; Cohort; Quality of life (healthcare); Correlation; Distress; Cross-sectional study; Spearman's rank correlation coefficient; Physical therapy; Physical activity; Clinical psychology; Psychiatry; Internal medicine; Psychological intervention; Nursing","score_opus":0.061687245196144255,"score_gpt":0.4213033594621998,"score_spread":0.35961611426605555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016749602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952232,0.00016989601,0.00006104156,0.00096418546,0.00018026809,0.003120938,0.00008287124,0.00012418184,0.00007341934],"genre_scores_gemma":[0.9979514,0.00003342063,0.000029971174,0.00061352213,0.00016878659,0.0010990809,0.000023120114,0.000021106453,0.000059585607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985654,0.000041279363,0.00028287727,0.0005243515,0.00023334687,0.00035278272],"domain_scores_gemma":[0.9989767,0.00010829543,0.00018671993,0.00016664086,0.00012294631,0.00043867412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016817165,0.0001688503,0.00050668966,0.0000765203,0.00035586898,0.00002765951,0.000036930436,0.00010290027,0.000005523173],"category_scores_gemma":[0.00010732077,0.00014345335,0.00005494028,0.00031627077,0.00009200992,0.000051899908,0.000051150088,0.00030666462,6.5071646e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081597304,0.00052850443,0.9813756,0.00084210763,0.000052943433,0.0000088130555,0.0029466897,6.5010215e-7,0.000030350579,0.000016179618,0.000095420466,0.013286786],"study_design_scores_gemma":[0.0023262023,0.0038125778,0.9905013,0.00001433712,0.00007977641,0.000025258985,0.001995294,0.00034342048,0.000028613393,0.000028622484,0.0007307518,0.000113834976],"about_ca_topic_score_codex":0.00052284217,"about_ca_topic_score_gemma":0.0002500815,"teacher_disagreement_score":0.0131729515,"about_ca_system_score_codex":0.000114897666,"about_ca_system_score_gemma":0.0002824926,"threshold_uncertainty_score":0.5849858},"labels":[],"label_agreement":null},{"id":"W3016808168","doi":"10.2196/17755","title":"Mobile App Use for Insomnia Self-Management in Urban Community-Dwelling Older Korean Adults: Retrospective Intervention Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Intervention (counseling); mHealth; Mental health; Self-management; Mood; Psychology; Quality of life (healthcare); Mobile phone; Usability; Clinical psychology; Medicine; Psychiatry; Psychological intervention; Psychotherapist","score_opus":0.03622806531152397,"score_gpt":0.3674434101446144,"score_spread":0.33121534483309045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016808168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917895,0.001066599,0.00032594777,0.00034798458,0.00034548974,0.0049770093,0.00002704896,0.0001978975,0.0009224803],"genre_scores_gemma":[0.99656546,0.00053666986,0.00024614722,0.0013614275,0.00009106653,0.0009951423,0.00006643604,0.000042419564,0.000095232404],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976335,0.0005800119,0.0006149502,0.00047699088,0.00015039621,0.00054410956],"domain_scores_gemma":[0.9989494,0.00011448747,0.00022608734,0.00033000731,0.00005478175,0.00032523106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006596492,0.0002253606,0.00036348862,0.00020199253,0.000354362,0.00003715868,0.00017939835,0.00016313563,0.00003848145],"category_scores_gemma":[0.000019112656,0.00021659074,0.000074980824,0.00042932807,0.000040722625,0.0001248198,0.00007174487,0.00079377746,0.00002367801],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037341055,0.013406106,0.35941356,0.0029167605,0.0006372381,0.00002385323,0.54217756,0.000029894009,5.077295e-7,0.0025139975,0.011451526,0.063694894],"study_design_scores_gemma":[0.033977434,0.011562652,0.7159858,0.0003115011,0.00037306405,0.00000363909,0.22479197,0.0013576674,9.865031e-7,0.00038569033,0.010688732,0.00056091027],"about_ca_topic_score_codex":0.0014876412,"about_ca_topic_score_gemma":0.00044221611,"teacher_disagreement_score":0.35657218,"about_ca_system_score_codex":0.00015374742,"about_ca_system_score_gemma":0.000027790575,"threshold_uncertainty_score":0.8832314},"labels":[],"label_agreement":null},{"id":"W3016923195","doi":"10.2196/15514","title":"Evaluation of a Mobile Phone App for Patients With Pollen-Related Allergic Rhinitis: Prospective Longitudinal Field Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Albert-Ludwigs-Universität Freiburg; Deutsche Forschungsgemeinschaft","keywords":"Health literacy; Usability; mHealth; Medicine; Mobile phone; Quality of life (healthcare); Self-management; App store; Health care; Family medicine; Psychological intervention; World Wide Web; Nursing; Computer science","score_opus":0.08982882565827356,"score_gpt":0.4530466370381468,"score_spread":0.36321781137987325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016923195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95487726,0.0011796434,0.00026642793,0.0033564577,0.00026736068,0.03860723,0.00020936875,0.00016695696,0.0010693081],"genre_scores_gemma":[0.9559585,0.00037320246,0.00044178937,0.0024412659,0.0002398973,0.040306624,0.00012899129,0.000057849033,0.00005190595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944704,0.0009056734,0.0016651347,0.0008680924,0.0010068874,0.0010837818],"domain_scores_gemma":[0.9947143,0.0007497242,0.0011599124,0.00043979546,0.0016533855,0.0012828525],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028163886,0.000342303,0.0008451052,0.00017261846,0.0013254186,0.000008644815,0.00019497078,0.00027721716,0.00027255362],"category_scores_gemma":[0.00041576225,0.00028713088,0.00006314105,0.00069636706,0.0000803218,0.00015189669,0.0000738495,0.0007955741,0.00003682637],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005598305,0.003722217,0.84403026,0.008862629,0.00017826018,0.0000012909536,0.028739069,0.00004874054,0.000002956745,0.0021283685,0.0113108475,0.09537704],"study_design_scores_gemma":[0.028891932,0.014779736,0.9383143,0.00029326856,0.00056252285,0.0000013937047,0.008493948,0.0019162856,0.0000032131293,0.00094969355,0.0053878385,0.00040587026],"about_ca_topic_score_codex":0.00053170795,"about_ca_topic_score_gemma":0.0004412092,"teacher_disagreement_score":0.09497117,"about_ca_system_score_codex":0.00035559115,"about_ca_system_score_gemma":0.0036077301,"threshold_uncertainty_score":0.9999747},"labels":[],"label_agreement":null},{"id":"W3017029088","doi":"10.2196/14306","title":"Objective Characterization of Activity, Sleep, and Circadian Rhythm Patterns Using a Wrist-Worn Actigraphy Sensor: Insights Into Posttraumatic Stress Disorder","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Medical Research Council; Public Health Agency; University of Oxford; Engineering and Physical Sciences Research Council; Health and Social Care Research and Development Division; National Institute for Health and Care Research; British Heart Foundation; Scottish Government; Department of Health and Social Care; Wellcome Trust","keywords":"Actigraphy; Circadian rhythm; Psychology; Sleep (system call); Pittsburgh Sleep Quality Index; Sleep diary; Sleep onset; Physical medicine and rehabilitation; Clinical psychology; Medicine; Physical therapy; Psychiatry; Sleep quality; Insomnia; Computer science","score_opus":0.03592644569012121,"score_gpt":0.3367236098511355,"score_spread":0.30079716416101426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017029088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99493647,0.0010574199,0.00087233615,0.0015781139,0.0003318769,0.00086776476,0.00006785138,0.00006290444,0.00022528866],"genre_scores_gemma":[0.9970828,0.001467395,0.000055583976,0.0011178046,0.0001419147,0.00003158456,0.0000565066,0.0000405009,0.000005900243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998063,0.00031199714,0.00044281365,0.00053640275,0.00018484196,0.0004609417],"domain_scores_gemma":[0.9986688,0.00008615936,0.00041768944,0.00021992854,0.000061004863,0.000546413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009925622,0.00026934608,0.00046619563,0.00024946453,0.00028994633,0.000027109783,0.000076692944,0.00028045723,0.000056956054],"category_scores_gemma":[0.000013801139,0.00025166775,0.0000594805,0.0004501996,0.00013579956,0.00021428749,0.000040267107,0.0004327976,0.0000057461243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002239595,0.0019363774,0.43926725,0.0077777104,0.00084332447,0.00004198414,0.32872114,0.000020406034,0.00403187,0.0014236895,0.000058011923,0.21363865],"study_design_scores_gemma":[0.0029232744,0.0009499335,0.9824219,0.00020226829,0.000233936,0.000034289278,0.00961366,0.0026081873,0.00011034386,0.00010413656,0.00036775472,0.0004303513],"about_ca_topic_score_codex":0.0022676734,"about_ca_topic_score_gemma":0.0003496059,"teacher_disagreement_score":0.5431546,"about_ca_system_score_codex":0.00004003992,"about_ca_system_score_gemma":0.000096900854,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W3017037691","doi":"10.2196/19139","title":"COVID-19 Mobile Positioning Data Contact Tracing and Patient Privacy Regulations: Exploratory Search of Global Response Strategies and the Use of Digital Tools in Nigeria","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Pandemic; Computer science; Internet privacy; Mobile device; Computer security; Information privacy; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Disease; World Wide Web","score_opus":0.19910164290363044,"score_gpt":0.40137782051269494,"score_spread":0.2022761776090645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017037691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981005,0.0010085445,0.0109480545,0.005857381,0.000022373155,0.00088710623,0.000223944,0.00003866547,0.000008898839],"genre_scores_gemma":[0.9971906,0.00011520759,0.0009447721,0.0016860114,0.000011186422,0.00002710048,0.000018281677,0.0000064602727,3.919621e-7],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979257,0.00041378624,0.0006165445,0.0004709437,0.00028368615,0.0002893443],"domain_scores_gemma":[0.9969574,0.0017632028,0.00024762604,0.000492898,0.00006827165,0.00047059119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078979554,0.00014363203,0.00034261085,0.00007537102,0.00018293096,0.0005685897,0.0003159149,0.00005100164,7.6510855e-7],"category_scores_gemma":[0.0008830149,0.00011989692,0.000020061756,0.0004409651,0.00016388154,0.004019588,0.0005119668,0.00016402316,1.95904e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023246413,0.0007556963,0.15135016,0.016003542,0.000113404916,0.0001372297,0.49730098,0.0059205806,0.00094335317,0.09815157,0.0004929352,0.20558414],"study_design_scores_gemma":[0.016010236,0.0067704334,0.74013776,0.0015285248,0.00005689808,0.00015160986,0.06355221,0.16274895,0.00012100495,0.0058609345,0.0018743854,0.0011870684],"about_ca_topic_score_codex":0.0002734023,"about_ca_topic_score_gemma":0.0001008975,"teacher_disagreement_score":0.5887876,"about_ca_system_score_codex":0.00013969761,"about_ca_system_score_gemma":0.0022041758,"threshold_uncertainty_score":0.5482924},"labels":[],"label_agreement":null},{"id":"W3017067907","doi":"10.2196/17118","title":"Accuracy of Distance Recordings in Eight Positioning-Enabled Sport Watches: Instrument Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Smartwatch; Wearable computer; Embedded system","score_opus":0.10771422066040025,"score_gpt":0.454007918976389,"score_spread":0.3462936983159887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017067907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889922,0.00030328985,0.00006704172,0.0064713215,0.00029735206,0.0029251268,0.000061027,0.000054780692,0.00082785415],"genre_scores_gemma":[0.9941213,0.00091341586,0.00025255213,0.0037726841,0.00030545166,0.0003590947,0.00014288814,0.00002417973,0.00010843862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965141,0.00034972152,0.0015125271,0.0004697534,0.00039644493,0.00075745594],"domain_scores_gemma":[0.99771464,0.00034705905,0.000874532,0.00023539833,0.00015531588,0.00067307777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014060822,0.00022342683,0.000596852,0.00015334532,0.00065319025,0.000008910842,0.00015180609,0.00015617053,0.0002469972],"category_scores_gemma":[0.0001225427,0.00019820782,0.00003447965,0.0006435055,0.000043300417,0.00036729642,0.00006625166,0.00076817255,0.00005084447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022988373,0.00022272985,0.9657895,0.005416814,0.000005527565,0.000003096407,0.017292906,0.000008548913,0.0000058945197,0.00037794604,0.0012254071,0.0073527675],"study_design_scores_gemma":[0.0038748765,0.0016100836,0.9767333,0.00044997266,0.000023504768,0.000001193417,0.0061678756,0.0008061644,0.000023828816,0.00017584773,0.009925593,0.0002077043],"about_ca_topic_score_codex":0.0014192325,"about_ca_topic_score_gemma":0.0003426129,"teacher_disagreement_score":0.011125029,"about_ca_system_score_codex":0.0002696356,"about_ca_system_score_gemma":0.0012104193,"threshold_uncertainty_score":0.8082681},"labels":[],"label_agreement":null},{"id":"W3017216499","doi":"10.2196/16055","title":"Smart Glasses for Caring Situations in Complex Care Environments: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Blekinge Tekniska Högskola","keywords":"Health care; Scopus; Quality (philosophy); Smart phone; MEDLINE; Nursing; Psychology; Medicine; Computer science","score_opus":0.17073125161361863,"score_gpt":0.45140905928346425,"score_spread":0.2806778076698456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017216499","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3096458,0.29462808,0.005164407,0.35138193,0.0007008079,0.035642963,0.00024769534,0.00043670746,0.0021515859],"genre_scores_gemma":[0.919521,0.029770406,0.0012652127,0.048089437,0.00034843365,0.00073166494,0.00022736455,0.000032353295,0.000014175826],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9982313,0.00010738869,0.0006399655,0.00037994332,0.00018302568,0.00045841318],"domain_scores_gemma":[0.9988454,0.00015862889,0.00017204742,0.00018205834,0.000074534015,0.0005673301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027673444,0.00015840083,0.0005659804,0.00008414377,0.00024528618,0.000010567068,0.000045136196,0.00008446313,0.00004171105],"category_scores_gemma":[0.00026216274,0.00015724587,0.00005818651,0.00021217298,0.000034573382,0.000077948076,0.000026817073,0.00027555274,0.000010719715],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000640413,0.00022420233,0.27746367,0.61221886,0.00003650805,0.000020509606,0.008049423,0.000034249977,0.00017453266,0.0009309913,0.0051573347,0.095049314],"study_design_scores_gemma":[0.013308596,0.003995,0.83778435,0.06694286,0.0004526697,0.00008597541,0.0034110323,0.0041548708,0.000040838426,0.000101185455,0.06891382,0.0008087833],"about_ca_topic_score_codex":0.00029693605,"about_ca_topic_score_gemma":0.0005853736,"teacher_disagreement_score":0.60987514,"about_ca_system_score_codex":0.00029223997,"about_ca_system_score_gemma":0.00064791256,"threshold_uncertainty_score":0.64123005},"labels":[],"label_agreement":null},{"id":"W3017359981","doi":"10.2196/14270","title":"Temporal Dynamics of Treatment Receipt in a Text Message Intervention for Physical Activity: Single-Group, Within-Person Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Social Science Research Institute, Pennsylvania State University; Pennsylvania State University; National Heart, Lung, and Blood Institute; University of Pennsylvania","keywords":"Receipt; Psychological intervention; Text message; Fidelity; Intervention (counseling); Incentive; mHealth; Short Message Service; Psychology; Medicine; Computer science; World Wide Web; Nursing; Telecommunications; Computer network","score_opus":0.1402173869633064,"score_gpt":0.44502421081542864,"score_spread":0.3048068238521222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017359981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872489,0.00015731358,0.00040658496,0.007111473,0.0007632796,0.003010132,0.00035634002,0.000060621158,0.00088535267],"genre_scores_gemma":[0.99793255,0.000007240371,0.00027359155,0.0003004948,0.00022084493,0.0007295964,0.00016532185,0.00003846643,0.00033191752],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.997874,0.00027037025,0.00065930025,0.00052588916,0.00014936677,0.00052104966],"domain_scores_gemma":[0.9986174,0.00016732006,0.0005393139,0.0002044364,0.00003180169,0.00043974057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035885838,0.00023924427,0.00061421434,0.00014909146,0.000090535366,0.000023332883,0.000107805405,0.00013066037,0.000029363031],"category_scores_gemma":[0.000040789804,0.00022394289,0.00021181053,0.00028941163,0.000085463085,0.0001695734,0.000026427982,0.00022226646,0.0000106002435],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1175492,0.017254522,0.0021307429,0.005339271,0.000098115575,0.00001214953,0.014231426,0.0000030266021,0.00003166895,0.019690895,0.0009623734,0.8226966],"study_design_scores_gemma":[0.37869522,0.49110496,0.050848447,0.002548899,0.00053066324,0.000059780334,0.023117239,0.035201132,0.000468722,0.008322097,0.007207641,0.0018952163],"about_ca_topic_score_codex":0.0011591687,"about_ca_topic_score_gemma":0.0017998909,"teacher_disagreement_score":0.8208014,"about_ca_system_score_codex":0.000711882,"about_ca_system_score_gemma":0.00013508,"threshold_uncertainty_score":0.9132126},"labels":[],"label_agreement":null},{"id":"W3017865992","doi":"10.2196/16159","title":"Maintaining Physical Activity Level Through Team-Based Walking With a Mobile Health Intervention: Cross-Sectional Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Observational study; Intervention (counseling); Physical activity; Physical therapy; Cross-sectional study; Psychology; Medicine; Nursing","score_opus":0.33258085790927044,"score_gpt":0.4898823687927982,"score_spread":0.15730151088352773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017865992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985202,0.000088432695,0.0030329195,0.008377016,0.000081294755,0.0027081906,0.00009217565,0.0001888737,0.00022908463],"genre_scores_gemma":[0.98903173,0.000022263377,0.001217854,0.007989327,0.0010470577,0.0005233261,0.00008689583,0.000044438886,0.00003709702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671644,0.00033545826,0.00052330486,0.0008448635,0.0007797422,0.0008002136],"domain_scores_gemma":[0.9977597,0.0002697092,0.00044430527,0.0002619296,0.00016559806,0.001098775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006543933,0.00033889484,0.00090042385,0.00007374399,0.0008294129,0.00006734763,0.0001088503,0.00009636194,0.000045723074],"category_scores_gemma":[0.00006014431,0.00028343918,0.0001383547,0.0005024676,0.00017132191,0.00040733247,0.000066450906,0.0010628769,0.0000144553915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009626904,0.019959366,0.9095179,0.0072353394,0.00014630656,0.000036214296,0.011244776,0.00032072008,0.00007211133,0.0035339347,0.0006331575,0.037673265],"study_design_scores_gemma":[0.0059751417,0.020578232,0.964969,0.00017115384,0.00004007264,0.000026906866,0.00093365705,0.005973121,0.000025323228,0.0002344158,0.000837817,0.00023518973],"about_ca_topic_score_codex":0.0008170094,"about_ca_topic_score_gemma":0.000104073,"teacher_disagreement_score":0.05545106,"about_ca_system_score_codex":0.00046976891,"about_ca_system_score_gemma":0.0021088417,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W3018816222","doi":"10.2196/18072","title":"Understanding Clinicians’ Adoption of Mobile Health Tools: A Qualitative Review of the Most Used Frameworks","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Qualitative research; Computer science; Medicine; Psychology; Knowledge management; Psychological intervention; Nursing; Sociology","score_opus":0.49906649845591855,"score_gpt":0.6008909944570094,"score_spread":0.10182449600109089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018816222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008515795,0.95515144,0.0011319373,0.007007099,0.0010047796,0.033339977,0.001738671,0.000114490285,0.0005031022],"genre_scores_gemma":[0.00013077618,0.9605635,0.0006187496,0.01607918,0.00052062765,0.020991098,0.000863905,0.0001547008,0.00007745966],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9782741,0.009004086,0.00865515,0.001225994,0.0010153343,0.0018253223],"domain_scores_gemma":[0.97757345,0.006295585,0.012249866,0.0015840296,0.0004565528,0.0018405338],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008756833,0.0009008232,0.006798674,0.000374231,0.0017533415,0.000011585218,0.00083518814,0.0017516743,0.00014119237],"category_scores_gemma":[0.0013368416,0.00065088866,0.0007013235,0.0028666765,0.00046820054,0.00015836339,0.00034299446,0.0063793124,0.000057724217],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003137662,0.00011507836,0.0000253646,0.5693213,0.000036201745,3.283188e-7,0.0036150243,1.5085506e-7,1.3681373e-8,0.011970529,0.01146909,0.4034156],"study_design_scores_gemma":[0.00054041675,0.0006436001,0.000040420444,0.23209171,0.00039347904,0.0000049805644,0.0050240015,0.000007776079,1.200613e-8,0.00053817587,0.7604363,0.00027915247],"about_ca_topic_score_codex":0.00048613932,"about_ca_topic_score_gemma":0.00021492696,"teacher_disagreement_score":0.7489672,"about_ca_system_score_codex":0.0019740742,"about_ca_system_score_gemma":0.025855487,"threshold_uncertainty_score":0.9995942},"labels":[],"label_agreement":null},{"id":"W3019773736","doi":"10.2196/17328","title":"The Development and Evaluation of a Text Message Program to Prevent Perceived Insufficient Milk Among First-Time Mothers: Retrospective Analysis of a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Breastfeeding; Short Message Service; mHealth; Text messaging; Medicine; Randomized controlled trial; Intervention (counseling); Personalization; Pregnancy; eHealth; Family medicine; Psychological intervention; Nursing; Internet privacy; Pediatrics; Computer science; Health care; World Wide Web","score_opus":0.0431658389427804,"score_gpt":0.381180718490582,"score_spread":0.33801487954780157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019773736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97539324,0.0009579451,0.000015044467,0.011829263,0.00003725207,0.011440164,0.00000533042,0.000019712028,0.00030205073],"genre_scores_gemma":[0.99751943,0.00036950866,0.00046531708,0.00029375587,0.000045827313,0.001256693,0.0000063248294,0.000008766612,0.00003439014],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970114,0.00057407253,0.0010982943,0.00031138852,0.000754738,0.00025011305],"domain_scores_gemma":[0.99760175,0.00058066443,0.000894037,0.00014309732,0.0004018067,0.00037864022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059110504,0.00015551428,0.001637988,0.00016948424,0.00020181324,0.000026882493,0.00006530001,0.00006999918,0.00003565663],"category_scores_gemma":[0.0012511136,0.00008955603,0.00018255,0.0005987313,0.00016832392,0.00006412905,0.000030959607,0.00014977065,7.5023536e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9100357,0.0010284155,0.004570059,0.00059871,0.0020347438,4.695006e-7,0.038560797,0.000085611995,0.00003398755,0.00007377976,0.00008211901,0.042895578],"study_design_scores_gemma":[0.5640556,0.002751946,0.3686805,0.00016728792,0.005399167,0.0000010438483,0.0015834976,0.05707443,0.0000139138765,0.0000118728185,0.0001576625,0.00010302382],"about_ca_topic_score_codex":0.00017482546,"about_ca_topic_score_gemma":0.000091191214,"teacher_disagreement_score":0.36411047,"about_ca_system_score_codex":0.00011076167,"about_ca_system_score_gemma":0.0005917083,"threshold_uncertainty_score":0.36519888},"labels":[],"label_agreement":null},{"id":"W3020142660","doi":"10.2196/17704","title":"Barriers and Facilitators to the Adoption of Mobile Health Among Health Care Professionals From the United Kingdom: Discrete Choice Experiment","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; mHealth; Mobile technology; Mobile device; Health professionals; Psychology; Nursing; Medicine; Business; Environmental health; Psychological intervention; Computer science; Political science; World Wide Web","score_opus":0.09640746157837314,"score_gpt":0.469232527162458,"score_spread":0.37282506558408485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020142660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79854125,0.012584147,0.0004442863,0.1670479,0.0005385425,0.019334227,0.0012702709,0.00017948792,0.00005987452],"genre_scores_gemma":[0.86101276,0.002459157,0.000526219,0.118197285,0.0006907449,0.016532056,0.00047413926,0.000067543995,0.000040071955],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9909253,0.0029793018,0.0024177283,0.0010816973,0.0007506575,0.0018452933],"domain_scores_gemma":[0.99063796,0.0017313157,0.0015782549,0.00092458667,0.00030928347,0.004818598],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024782293,0.00051240384,0.0010945674,0.000181299,0.005264418,0.000027307848,0.00052861724,0.0002848817,0.0001230378],"category_scores_gemma":[0.0004421776,0.00032849246,0.00009630086,0.0012117338,0.00033937066,0.00015492864,0.00035316433,0.0016172595,0.0000439042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013705499,0.00019786617,0.27436024,0.018900415,0.00009196409,0.0000013871332,0.37966022,0.00012261237,0.000019625419,0.012121851,0.23328474,0.07986853],"study_design_scores_gemma":[0.0022023795,0.0021139816,0.24540046,0.0009678328,0.000038737624,0.0000011961138,0.12507991,0.00037426656,0.000004901111,0.0000572,0.62338626,0.00037283933],"about_ca_topic_score_codex":0.028668577,"about_ca_topic_score_gemma":0.003406532,"teacher_disagreement_score":0.39010152,"about_ca_system_score_codex":0.0005935675,"about_ca_system_score_gemma":0.005365643,"threshold_uncertainty_score":0.99991673},"labels":[],"label_agreement":null},{"id":"W3020814794","doi":"10.2196/16753","title":"Need for the Development of a Specific Regulatory Framework for Evaluation of Mobile Health Apps in Peru: Systematic Search on App Stores and Content Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Upload; Internet privacy; eHealth; Government (linguistics); App store; Privacy policy; Quality (philosophy); Computer science; World Wide Web; Information privacy; Business; Health care; Medicine; Psychological intervention; Political science; Nursing","score_opus":0.39923781662756624,"score_gpt":0.5591645999933187,"score_spread":0.15992678336575245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020814794","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013206275,0.90534014,0.004038817,0.0013596414,0.00027335982,0.087075,0.0005390924,0.000039570412,0.000013762174],"genre_scores_gemma":[0.004057796,0.8385673,0.0039757197,0.00093362137,0.00019580862,0.15181832,0.0003417246,0.00008454211,0.000025128622],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874107,0.0030576459,0.0060283444,0.0010911038,0.001064237,0.0013479169],"domain_scores_gemma":[0.9838313,0.0090114,0.0043224897,0.0010198345,0.0007412847,0.0010737114],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.018852394,0.0006108944,0.0052274955,0.0010711465,0.0014212976,0.0000128301745,0.00040214986,0.0006258992,0.000018895033],"category_scores_gemma":[0.0005947204,0.0004286833,0.00038618225,0.0016410621,0.00017026294,0.000046256315,0.000104321414,0.0013283682,0.0000048562893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018330131,0.00013965197,0.00008899542,0.5053361,0.00015510169,4.3125922e-8,0.004232842,0.000009748038,3.6537294e-8,0.0068362057,0.000431804,0.48258618],"study_design_scores_gemma":[0.005128242,0.0022597564,0.0038660052,0.1334082,0.003989315,0.0000026847895,0.022443753,0.0031069538,3.541613e-7,0.00051687384,0.82456255,0.00071534136],"about_ca_topic_score_codex":0.00022981277,"about_ca_topic_score_gemma":0.0005232029,"teacher_disagreement_score":0.8241307,"about_ca_system_score_codex":0.0015497636,"about_ca_system_score_gemma":0.015001364,"threshold_uncertainty_score":0.9998787},"labels":[],"label_agreement":null},{"id":"W3020835577","doi":"10.2196/16180","title":"Characteristics of Neuropsychiatric Mobile Health Trials: Cross-Sectional Analysis of Studies Registered on ClinicalTrials.gov","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institutes of Health","keywords":"Psychological intervention; Medicine; mHealth; Psychiatry; Anxiety; Clinical trial; Internal medicine","score_opus":0.4314688302324013,"score_gpt":0.6004258416291341,"score_spread":0.16895701139673286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020835577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96622866,0.008934528,0.00025592768,0.009828499,0.0016733194,0.01091014,0.0017141317,0.00017726954,0.00027754484],"genre_scores_gemma":[0.93007636,0.04299687,0.00056900934,0.020028338,0.0013167628,0.004573015,0.0002699646,0.00006167054,0.000108022046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9831878,0.0043909866,0.009106072,0.0011729859,0.0008107271,0.0013314105],"domain_scores_gemma":[0.98027897,0.0067912103,0.008904329,0.00096389157,0.00083874416,0.0022228719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011806299,0.00046648842,0.004305267,0.0008251875,0.0012710781,0.000012219505,0.00038801404,0.00045066627,0.00017160336],"category_scores_gemma":[0.00441447,0.0003989112,0.0005236551,0.002811051,0.00036088543,0.00009683628,0.00014430864,0.0014072382,0.000039680417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065330165,0.0009964824,0.8774959,0.037314788,0.00069654715,0.000001821512,0.0045336965,0.00007663141,0.000015700694,0.010792609,0.011638901,0.049903903],"study_design_scores_gemma":[0.003720832,0.004561014,0.9542925,0.00024179155,0.0005702279,0.0000011078026,0.0008281221,0.0004825925,0.0000017115597,0.00019540616,0.034847975,0.00025671782],"about_ca_topic_score_codex":0.0003712805,"about_ca_topic_score_gemma":0.000092195674,"teacher_disagreement_score":0.0767966,"about_ca_system_score_codex":0.00029111517,"about_ca_system_score_gemma":0.004063712,"threshold_uncertainty_score":0.9998463},"labels":[],"label_agreement":null},{"id":"W3020931206","doi":"10.2196/17891","title":"Automated and Interviewer-Administered Mobile Phone Surveys in Burkina Faso: Sociodemographic Differences Among Female Mobile Phone Survey Respondents and Nonrespondents","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation","keywords":"Phone; Interview; Interactive voice response; Telephone interview; Mobile phone; Logistic regression; mHealth; Psychology; Survey methodology; Odds; Random digit dialing; Medicine; Demography; Environmental health; Computer science; Telecommunications; Nursing; Psychological intervention; Population; Sociology","score_opus":0.24233160460363562,"score_gpt":0.4699921396955534,"score_spread":0.2276605350919178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020931206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918619,0.0051661897,0.000042467498,0.0007138998,0.00039043883,0.0013610348,0.00017144221,0.00022394548,0.000068691574],"genre_scores_gemma":[0.9925938,0.005773498,0.00014388701,0.00087143795,0.00009480884,0.00019502573,0.00005247579,0.0000336855,0.00024136475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9410822,0.05546524,0.00088485517,0.0009879228,0.0005154725,0.0010643107],"domain_scores_gemma":[0.98974735,0.008195108,0.00041549437,0.00026778612,0.00013191541,0.0012423595],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.050976146,0.00039827666,0.0009777496,0.00038897837,0.00089991424,0.00015230413,0.00034533397,0.0004996135,0.000128854],"category_scores_gemma":[0.0030616461,0.0003827535,0.000064477426,0.0010970092,0.0011793376,0.0003427254,0.0002155501,0.0006547969,0.000014126953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033797708,0.00018225562,0.9482311,0.0003857747,0.000024002438,0.000027708418,0.03768016,5.5309823e-7,0.0000389226,0.00000866027,0.0002503037,0.00979079],"study_design_scores_gemma":[0.0017440349,0.00081695395,0.9897641,0.00009439463,0.000019771152,0.00000487503,0.006529555,0.0002501129,0.000012469846,0.000055464956,0.00037306026,0.00033523582],"about_ca_topic_score_codex":0.011677251,"about_ca_topic_score_gemma":0.02823563,"teacher_disagreement_score":0.048665136,"about_ca_system_score_codex":0.0000895954,"about_ca_system_score_gemma":0.0005987737,"threshold_uncertainty_score":0.99986243},"labels":[],"label_agreement":null},{"id":"W3020986355","doi":"10.2196/18516","title":"Correction: Use of Health Apps by Nurses for Professional Purposes: Web-Based Survey Study","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Web survey; World Wide Web; Medical education; Computer science; Psychology; Data science; Medicine; Internet privacy","score_opus":0.15218715045623574,"score_gpt":0.49017094258943084,"score_spread":0.33798379213319507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020986355","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02549928,0.0519677,0.0040178853,0.09358926,0.44320515,0.31347564,0.061119746,0.0030990418,0.004026303],"genre_scores_gemma":[0.09018874,0.048280694,0.0026981544,0.11961112,0.013688377,0.24696794,0.08458374,0.0018898059,0.39209142],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.979553,0.0071670716,0.0061518727,0.002414975,0.0013744527,0.0033386603],"domain_scores_gemma":[0.9805598,0.00615531,0.006565652,0.0015410493,0.0014470113,0.0037311576],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.006958151,0.0013103291,0.0039373282,0.0007144449,0.0047209733,0.000048059163,0.00072800834,0.0019967887,0.00022116664],"category_scores_gemma":[0.0018693946,0.0012314451,0.0002897566,0.0015080356,0.00032657068,0.00024797165,0.00022553724,0.005956054,0.00006992604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001512351,0.0018261711,0.030394096,0.02878918,0.000051861178,9.914128e-7,0.0013355867,0.0000020879645,5.3659255e-7,0.00012675437,0.9094843,0.026476063],"study_design_scores_gemma":[0.0051151486,0.0036041623,0.0881851,0.0019434417,0.0001397588,0.0000021628334,0.0019075254,0.0014090401,2.369121e-7,0.00003850457,0.8970072,0.00064771954],"about_ca_topic_score_codex":0.009088636,"about_ca_topic_score_gemma":0.006960408,"teacher_disagreement_score":0.42951676,"about_ca_system_score_codex":0.0012710979,"about_ca_system_score_gemma":0.04978497,"threshold_uncertainty_score":0.99996483},"labels":[],"label_agreement":null},{"id":"W3021016914","doi":"10.2196/18012","title":"Mobile Personal Health Care System for Noninvasive, Pervasive, and Continuous Blood Pressure Monitoring: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute on Aging","keywords":"Usability; Blood pressure; Wearable computer; mHealth; Wearable technology; Medicine; Computer science; Multilayer perceptron; Photoplethysmogram; Health care; Artificial intelligence; Artificial neural network; Wireless; Human–computer interaction; Internal medicine; Embedded system; Nursing; Telecommunications","score_opus":0.03468697295502949,"score_gpt":0.30401875115668603,"score_spread":0.26933177820165655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021016914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968782,0.026349265,0.00015458405,0.00015284427,0.00039023918,0.0037020333,0.00010599635,0.00032698468,0.000036024067],"genre_scores_gemma":[0.99553496,0.00050276576,0.0023664942,0.00008448144,0.00055500545,0.00085996446,0.000013599588,0.000072345,0.0000103951215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974065,0.00011271184,0.00064013916,0.00074297236,0.0003003597,0.0007973453],"domain_scores_gemma":[0.9981618,0.0001743366,0.00014745443,0.0001850644,0.00013157724,0.0011997794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003661263,0.00041118884,0.0007455103,0.000080850994,0.00061480363,0.00009444682,0.00012034514,0.0001276141,0.0000012660087],"category_scores_gemma":[0.0000380893,0.00037975673,0.00004116589,0.0001678137,0.00006703533,0.00015929017,0.000098323995,0.00038009137,0.0000012930634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028343443,0.0002777539,0.69899845,0.06665019,0.0003313224,0.00003441681,0.18512982,0.000067603716,0.000563372,0.00004080473,0.00024793806,0.047374908],"study_design_scores_gemma":[0.020755867,0.019241896,0.52216333,0.0019849946,0.0012121369,0.000265471,0.40010896,0.0012678052,0.009341852,0.00001724292,0.0204111,0.003229333],"about_ca_topic_score_codex":0.000111039706,"about_ca_topic_score_gemma":0.000032475138,"teacher_disagreement_score":0.21497914,"about_ca_system_score_codex":0.00018035184,"about_ca_system_score_gemma":0.00042000308,"threshold_uncertainty_score":0.9998654},"labels":[],"label_agreement":null},{"id":"W3021104312","doi":"10.2196/17558","title":"A Physical Activity and Diet Program Delivered by Artificially Intelligent Virtual Health Coach: Proof-of-Concept Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; University of South Australia","keywords":"Waist; Medicine; Physical activity; mHealth; Physical therapy; Gerontology; Obesity; Psychological intervention; Nursing","score_opus":0.117565611069621,"score_gpt":0.4610671955755774,"score_spread":0.3435015845059564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021104312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98313195,0.0010037378,0.0003550506,0.009319293,0.00035490372,0.005000442,0.00041850453,0.00015623549,0.00025989107],"genre_scores_gemma":[0.99732596,0.000021093632,0.00009539995,0.0016261627,0.00017228418,0.0005678329,0.000053487318,0.000042181684,0.0000956048],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.9965929,0.0005631434,0.0008121142,0.00081975525,0.00035191624,0.0008601668],"domain_scores_gemma":[0.9975034,0.00014426437,0.0005565343,0.00029744543,0.00006813186,0.0014302427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044140534,0.00032452637,0.0007625127,0.00008193049,0.00029060477,0.000048469305,0.00017956061,0.00010176063,0.000033201086],"category_scores_gemma":[0.000036902817,0.0003094779,0.00008833296,0.00036078272,0.00026593337,0.00016472585,0.0001397984,0.0005091317,0.000017732425],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022241538,0.014364421,0.0016223824,0.0012355036,0.00006352432,0.000006764869,0.023598837,0.0000011647196,0.0000058347373,0.0019903018,0.00569429,0.9491928],"study_design_scores_gemma":[0.01838597,0.6537609,0.22314055,0.0010578424,0.00042684423,0.000083455976,0.068015754,0.0061363336,0.0017744177,0.0018938315,0.022503315,0.002820742],"about_ca_topic_score_codex":0.0012404604,"about_ca_topic_score_gemma":0.0002520253,"teacher_disagreement_score":0.9463721,"about_ca_system_score_codex":0.0001399619,"about_ca_system_score_gemma":0.00035013727,"threshold_uncertainty_score":0.99993575},"labels":[],"label_agreement":null},{"id":"W3021141263","doi":"10.2196/15779","title":"Effectiveness of Mobile App-Assisted Self-Care Interventions for Improving Patient Outcomes in Type 2 Diabetes and/or Hypertension: Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":201,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Hong Kong","keywords":"Medicine; Randomized controlled trial; Cochrane Library; Psychological intervention; Meta-analysis; CINAHL; Type 2 diabetes; Blood pressure; MEDLINE; Psychosocial; Physical therapy; Diabetes mellitus; Internal medicine; Nursing; Psychiatry","score_opus":0.1930286158275267,"score_gpt":0.510469812871801,"score_spread":0.3174411970442743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021141263","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018320885,0.86776584,0.000040087158,0.00031007922,0.00014975267,0.13041703,0.0010658752,0.00005854374,0.000009575505],"genre_scores_gemma":[0.0015555182,0.8028547,0.0004539125,0.0006703781,0.000018869716,0.19402795,0.00034436764,0.00005905601,0.000015214577],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9629786,0.021755632,0.013051657,0.0009897286,0.0003879724,0.0008364189],"domain_scores_gemma":[0.9371922,0.04835578,0.01200466,0.00074057723,0.00087264954,0.00083415385],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02461165,0.00084177434,0.06775893,0.0011722171,0.0004774566,0.000013690082,0.00022171615,0.00061611296,0.00004431724],"category_scores_gemma":[0.0105917,0.00045137425,0.0046635647,0.0015287687,0.00013431952,0.00007155478,0.00016126964,0.0007904201,0.0000016568596],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00348824,0.00021255828,0.00001820407,0.95181745,0.023662023,5.86142e-7,0.0003869295,1.6337657e-7,5.3469886e-8,0.00020098571,0.000029718289,0.020183092],"study_design_scores_gemma":[0.038755607,0.00086530007,0.00006440764,0.12180601,0.83384407,0.0000023623306,0.0004805718,0.00008128,4.187379e-8,0.000018573577,0.003755544,0.00032623214],"about_ca_topic_score_codex":0.0001789377,"about_ca_topic_score_gemma":0.0001036051,"teacher_disagreement_score":0.8300114,"about_ca_system_score_codex":0.00027020663,"about_ca_system_score_gemma":0.0027055196,"threshold_uncertainty_score":0.9997938},"labels":[],"label_agreement":null},{"id":"W3021389381","doi":"10.2196/16165","title":"Describing the Process and Tools Adopted to Cocreate a Smartphone App for Obesity Prevention in Childhood: Mixed Method Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Childhood obesity; Stakeholder; Public health; mHealth; Workload; Community-based participatory research; Medicine; Medical education; Psychology; Public relations; Nursing; Psychological intervention; Obesity; Business; Political science; Participatory action research; Sociology; Computer science; Marketing","score_opus":0.186446646241981,"score_gpt":0.4842850705024058,"score_spread":0.29783842426042484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021389381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92912316,0.00075209903,0.005895808,0.0308104,0.00023452268,0.03270063,0.00010537383,0.00019518462,0.00018279403],"genre_scores_gemma":[0.941758,0.00068873377,0.00398923,0.021700606,0.00040989125,0.031243844,0.00007357793,0.000057786634,0.000078331825],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99436104,0.0014016172,0.001507987,0.0009766746,0.00031610258,0.0014365488],"domain_scores_gemma":[0.9953359,0.0012488613,0.0005474472,0.00042593735,0.00022317475,0.0022186784],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038520824,0.00034943316,0.0007959693,0.00018375303,0.0022333954,0.00004272504,0.00025426096,0.00023528023,0.000028185115],"category_scores_gemma":[0.00070406456,0.00027742394,0.000049596365,0.0009825331,0.000048147274,0.00021927728,0.00014217608,0.0010307437,0.000026604826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037676056,0.002376188,0.29573762,0.018146602,0.00005094641,0.0000048367556,0.093377076,0.000052372226,0.000030375246,0.0036977055,0.013182969,0.5695757],"study_design_scores_gemma":[0.007276701,0.0020343317,0.94988054,0.00046476533,0.000099747296,0.0000051676598,0.022057308,0.0012723744,0.0000056601325,0.0007677953,0.01577776,0.00035786958],"about_ca_topic_score_codex":0.00051906635,"about_ca_topic_score_gemma":0.0023091554,"teacher_disagreement_score":0.6541429,"about_ca_system_score_codex":0.0002058245,"about_ca_system_score_gemma":0.0021894062,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W3021540288","doi":"10.2196/15900","title":"Elderly Medication Adherence Intervention Using the My Interventional Drug-Eluting Stent Educational App: Multisite Randomized Feasibility Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research; National Institute on Aging","keywords":"Medicine; Percutaneous coronary intervention; Conventional PCI; Randomized controlled trial; Aspirin; Stent; Randomization; Drug-eluting stent; Antiplatelet drug; Physical therapy; Internal medicine; Emergency medicine; Myocardial infarction; Clopidogrel","score_opus":0.1669140309736228,"score_gpt":0.4540024738714032,"score_spread":0.28708844289778035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021540288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93330276,0.002675542,0.0076077175,0.051317863,0.00063012063,0.0040658135,0.000013477379,0.00007126707,0.00031544483],"genre_scores_gemma":[0.99270433,0.00024498953,0.0013774325,0.0038830463,0.0008085105,0.00037337033,0.00012092365,0.000013182386,0.00047421758],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99696046,0.0006050423,0.0010778385,0.00047880664,0.00055840425,0.00031945127],"domain_scores_gemma":[0.99773395,0.00037260048,0.0007148601,0.00027327056,0.00020373112,0.0007015706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021189097,0.00017983204,0.0005168987,0.00006314083,0.0003363415,0.00003666824,0.00016064447,0.00008084506,0.00087834685],"category_scores_gemma":[0.00096162147,0.0001280386,0.00021020352,0.00025450366,0.0002495139,0.00013052659,0.00005227105,0.00044756086,0.000064910484],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.66163653,0.0046819984,0.03168367,0.0131323775,0.00033473087,0.0000073991846,0.013227596,0.000017828386,0.0002955809,0.011379974,0.026015827,0.23758651],"study_design_scores_gemma":[0.84309775,0.0029945197,0.08694745,0.0022711267,0.0006887723,0.00010317158,0.003992935,0.05220162,0.00004648404,0.0029196022,0.0042103985,0.0005261964],"about_ca_topic_score_codex":0.00026454712,"about_ca_topic_score_gemma":0.000016798176,"teacher_disagreement_score":0.23706032,"about_ca_system_score_codex":0.0001395939,"about_ca_system_score_gemma":0.00084216346,"threshold_uncertainty_score":0.9617282},"labels":[],"label_agreement":null},{"id":"W3021627816","doi":"10.2196/14826","title":"Evaluating the Quality of Health-Related WeChat Public Accounts: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Certification; Checklist; Quality (philosophy); Conformity assessment; Computer science; Medical education; Medicine; Psychology; Family medicine; Political science","score_opus":0.4473873135107641,"score_gpt":0.604915148679108,"score_spread":0.1575278351683439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021627816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249378,0.0030084806,0.00015859854,0.057487477,0.0007658702,0.012377492,0.00019157577,0.00028097013,0.00079175364],"genre_scores_gemma":[0.96872836,0.00087801035,0.00023882485,0.02301507,0.00054482213,0.0062376927,0.000109741166,0.000064916574,0.00018253585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98364604,0.0059698876,0.0059235236,0.0011421052,0.0013218544,0.0019965721],"domain_scores_gemma":[0.9903562,0.0021992738,0.0036948032,0.0009332693,0.0007961289,0.0020203409],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.020219522,0.0004235819,0.0012220653,0.00019449409,0.005427847,0.000045134082,0.0006022667,0.00039759176,0.0005033734],"category_scores_gemma":[0.0016148845,0.00032311914,0.0001318964,0.0013377814,0.00031313192,0.00029393757,0.00028758653,0.0022604791,0.00018614599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056899537,0.0005393641,0.9301531,0.006497405,0.00003513929,4.695227e-7,0.008494581,0.000012552355,0.000012363763,0.014633614,0.002639342,0.03641309],"study_design_scores_gemma":[0.0037527857,0.001722408,0.97741526,0.00006116093,0.000018970708,0.0000034927248,0.0051280335,0.0007264172,2.977883e-7,0.00089282147,0.010065277,0.0002130497],"about_ca_topic_score_codex":0.003704902,"about_ca_topic_score_gemma":0.00049102725,"teacher_disagreement_score":0.0472622,"about_ca_system_score_codex":0.0004998834,"about_ca_system_score_gemma":0.0070143347,"threshold_uncertainty_score":0.9999221},"labels":[],"label_agreement":null},{"id":"W3021867976","doi":"10.2196/17798","title":"Android and iPhone Mobile Apps for Psychosocial Wellness and Stress Management: Systematic Search in App Stores and Literature Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":194,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Marketing buzz; Popularity; Android (operating system); mHealth; Mobile apps; Internet privacy; Psychosocial; Stress management; Mental health; Health care; App store; Mobile device; Psychology; World Wide Web; Computer science; Psychological intervention; Psychiatry; Clinical psychology","score_opus":0.06777093669340521,"score_gpt":0.4761768849219588,"score_spread":0.4084059482285536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021867976","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002343712,0.98044986,0.000009984757,0.0007886707,0.0005434006,0.015906816,0.0015869244,0.000054722477,0.00042525143],"genre_scores_gemma":[0.0005129843,0.9903391,0.000093212,0.00064665836,0.00016155883,0.007194969,0.0003809517,0.0000869787,0.00058361166],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952078,0.00082581525,0.0017148945,0.0011436174,0.0002630287,0.0008448428],"domain_scores_gemma":[0.99768496,0.0003927496,0.0006474404,0.0003937584,0.000043401826,0.0008376888],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012942504,0.000603533,0.0028682004,0.0003966056,0.00028878407,0.00016046505,0.00021026185,0.0003902376,0.000013503622],"category_scores_gemma":[0.000024673782,0.0005128909,0.00015018039,0.0006220103,0.00016059063,0.00015479741,0.0001720569,0.00075334724,0.000012359323],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004569112,0.00013023555,0.000011564152,0.56871253,0.00004865007,0.000028168972,0.0006561656,2.715988e-9,7.043672e-10,0.0019444072,0.0012612763,0.42716134],"study_design_scores_gemma":[0.0015343552,0.0010527193,0.00022655808,0.6201544,0.00060835027,0.00034201314,0.00069893844,0.00000462997,1.09961285e-8,0.00033456195,0.37456307,0.0004803985],"about_ca_topic_score_codex":0.000041652114,"about_ca_topic_score_gemma":0.00006156067,"teacher_disagreement_score":0.42668092,"about_ca_system_score_codex":0.00016623287,"about_ca_system_score_gemma":0.00013207125,"threshold_uncertainty_score":0.99973226},"labels":[],"label_agreement":null},{"id":"W3021895698","doi":"10.2196/17842","title":"Mobile Delivery of the Diabetes Prevention Program in People With Prediabetes: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prediabetes; Randomized controlled trial; Medicine; Diabetes mellitus; mHealth; Physical therapy; Type 2 diabetes; Gerontology; Psychological intervention; Internal medicine; Nursing; Endocrinology","score_opus":0.03608625075981317,"score_gpt":0.40352853631106456,"score_spread":0.36744228555125136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021895698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90971166,0.0022538842,0.00003257474,0.0046234448,0.00033352786,0.082040444,0.00003368064,0.00014567771,0.00082510797],"genre_scores_gemma":[0.8497486,0.002296352,0.0004408422,0.003955861,0.0003532387,0.14297436,0.00003402659,0.000039423805,0.0001572899],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99229896,0.0028600872,0.0025291466,0.00059626915,0.00047842995,0.0012371226],"domain_scores_gemma":[0.99478364,0.0018335651,0.0017138965,0.00047000658,0.00024139557,0.00095748465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031035263,0.00033232925,0.002302842,0.00015266656,0.0007352971,0.000010464247,0.00028034733,0.00030817158,0.00007893035],"category_scores_gemma":[0.00044139504,0.00019963646,0.00021855615,0.0009156001,0.0002457312,0.00012549675,0.0001029584,0.0010746223,0.000013122007],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89172214,0.001022521,0.063628234,0.010983955,0.000057824676,3.1010384e-7,0.006758722,0.000020795113,0.000008067632,0.0018607859,0.0017983207,0.022138346],"study_design_scores_gemma":[0.9729961,0.0031061633,0.013083135,0.0005207622,0.00018981454,2.9670002e-7,0.0010651555,0.0025466143,0.0000041294443,0.00039353958,0.0058973935,0.00019688331],"about_ca_topic_score_codex":0.0002652021,"about_ca_topic_score_gemma":0.0005290145,"teacher_disagreement_score":0.081273995,"about_ca_system_score_codex":0.0001593442,"about_ca_system_score_gemma":0.0036804536,"threshold_uncertainty_score":0.8140938},"labels":[],"label_agreement":null},{"id":"W3021919380","doi":"10.2196/16343","title":"Perceptions of Home Telemonitoring Use Among Patients With Chronic Obstructive Pulmonary Disease: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet","keywords":"eHealth; COPD; Pulmonary disease; Medicine; Telemedicine; Qualitative research; Health care; Telehealth; mHealth; Perception; Disease; Intensive care medicine; Nursing; Psychology; Psychological intervention; Psychiatry; Pathology; Internal medicine","score_opus":0.04771279577289535,"score_gpt":0.3866258927987166,"score_spread":0.3389130970258213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021919380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99455255,0.00074863044,0.000020818918,0.0006934315,0.00008184493,0.0033412804,0.00040735304,0.000080190875,0.000073903764],"genre_scores_gemma":[0.9987061,0.00014897446,0.00015159178,0.000117849435,0.00032212233,0.00023200922,0.00016979953,0.00006451865,0.00008704672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655277,0.0004283314,0.0005924147,0.00077703566,0.0009162743,0.0007331774],"domain_scores_gemma":[0.99655503,0.00020238258,0.00028129484,0.0004200763,0.00041867583,0.0021225244],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022125214,0.00033597363,0.000664519,0.00020782875,0.00032127183,0.00002665997,0.00013566329,0.00007645512,0.000098634366],"category_scores_gemma":[0.0000993982,0.00028126535,0.0000858178,0.0006449067,0.00047233206,0.00042524404,0.00012940247,0.0005921282,0.000009545876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002518314,0.0012825637,0.967392,0.0042575253,0.00007851617,0.000067011475,0.017210761,0.000007150098,0.000011552455,0.00004483367,0.00004417936,0.007085544],"study_design_scores_gemma":[0.0030366941,0.001778656,0.970875,0.00018462366,0.00021697323,0.0000030838662,0.023331515,0.00026055318,0.0000015859717,0.000033782653,0.000051354673,0.00022617768],"about_ca_topic_score_codex":0.00046925017,"about_ca_topic_score_gemma":0.00004005713,"teacher_disagreement_score":0.0068593663,"about_ca_system_score_codex":0.0007142692,"about_ca_system_score_gemma":0.001357086,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W3021970994","doi":"10.2196/19857","title":"Acceptability of App-Based Contact Tracing for COVID-19: Cross-Country Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":416,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Economic and Social Research Council; Volkswagen Foundation; University of Oxford","keywords":"Coronavirus disease 2019 (COVID-19); Contact tracing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Medicine; Virology; Outbreak; Infectious disease (medical specialty); Disease","score_opus":0.13285627553828208,"score_gpt":0.43837512646884125,"score_spread":0.3055188509305592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021970994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8099329,0.00021841456,0.18315935,0.0033311537,0.00018450091,0.0025855654,0.00025024608,0.0002728443,0.000065065455],"genre_scores_gemma":[0.98470724,0.000006491759,0.001180856,0.013847758,0.00007842648,0.00012506815,0.000028232282,0.000021961976,0.000003967458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648213,0.0003674922,0.0009866243,0.0009830174,0.00046136175,0.0007193978],"domain_scores_gemma":[0.99493265,0.0022723677,0.00046666226,0.0006387042,0.00022148034,0.0014681101],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029252095,0.000291605,0.000687371,0.00012250584,0.00042722857,0.00025437164,0.0007114327,0.00010933351,0.000014999745],"category_scores_gemma":[0.0018440644,0.00028425426,0.00009681283,0.0007220831,0.000076909564,0.00068968383,0.00015340971,0.00029724318,0.0000024001383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013894993,0.000900319,0.95398253,0.01133135,0.000027373311,0.000010487557,0.008489649,0.00041043508,0.000033533084,0.0017534,0.0003355451,0.021335855],"study_design_scores_gemma":[0.0033870568,0.0021322365,0.9726552,0.000019536012,0.000015320273,0.0000016053407,0.00026306685,0.020349408,0.000048609727,0.0001638238,0.0006869721,0.00027718052],"about_ca_topic_score_codex":0.0027372923,"about_ca_topic_score_gemma":0.0014026026,"teacher_disagreement_score":0.1819785,"about_ca_system_score_codex":0.0003147494,"about_ca_system_score_gemma":0.0036096354,"threshold_uncertainty_score":0.99996096},"labels":[],"label_agreement":null},{"id":"W3022245921","doi":"10.2196/15896","title":"Users’ Experiences of a Mobile Health Self-Management Approach for the Treatment of Cystic Fibrosis: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cystic fibrosis; mHealth; Medicine; Self-management; Computer science; Psychology; Internal medicine; Nursing; Psychological intervention; Artificial intelligence","score_opus":0.07532397293009215,"score_gpt":0.4582881293990836,"score_spread":0.38296415646899146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022245921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9303259,0.02664342,0.021626491,0.001603568,0.00014945003,0.019420484,0.000071264054,0.00009277489,0.000066609995],"genre_scores_gemma":[0.82681435,0.0031777436,0.16323508,0.00027545463,0.00008701242,0.0063473135,0.000018611383,0.000022613976,0.000021793043],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9972875,0.00040195172,0.0008120924,0.000489591,0.0004512012,0.00055767206],"domain_scores_gemma":[0.99778193,0.000697189,0.00038758863,0.00039405058,0.00010101551,0.0006382221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009900152,0.00022084979,0.0008988911,0.0001084083,0.00023905435,0.000012273078,0.00015624211,0.000041089712,0.000009625691],"category_scores_gemma":[0.000072777824,0.00013552517,0.000109796434,0.00046632809,0.00015291736,0.000051149163,0.000048296668,0.00010252379,4.73525e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067000934,0.009759899,0.0031179888,0.033444043,0.0005904844,0.000004296263,0.4413543,0.00013538724,0.000179409,0.00030476422,0.0016048498,0.50280446],"study_design_scores_gemma":[0.013627014,0.15090042,0.039740577,0.00024309216,0.0006999693,0.00001439788,0.75277525,0.018540742,0.0006278559,0.00004657911,0.022463387,0.00032070954],"about_ca_topic_score_codex":0.00016846297,"about_ca_topic_score_gemma":0.000008322452,"teacher_disagreement_score":0.5024838,"about_ca_system_score_codex":0.00016257013,"about_ca_system_score_gemma":0.0004818779,"threshold_uncertainty_score":0.5526556},"labels":[],"label_agreement":null},{"id":"W3022269869","doi":"10.2196/14266","title":"The Quality of Mobile Apps Used for the Identification of Pressure Ulcers in Adults: Systematic Survey and Review of Apps in App Stores","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mobile apps; Identification (biology); Quality (philosophy); App store; Smartphone app; Computer science; Internet privacy; Medicine; World Wide Web; Biology","score_opus":0.1601834470850946,"score_gpt":0.5216820645724162,"score_spread":0.3614986174873216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022269869","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008344943,0.9702843,0.00011637341,0.00038799326,0.00023284061,0.028332775,0.0005216325,0.0000139956355,0.000026649801],"genre_scores_gemma":[0.004598993,0.9878362,0.00002007555,0.00015874449,0.000034156074,0.0070691826,0.00012555857,0.000028601313,0.00012847825],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9844613,0.008646043,0.0055737845,0.0004592467,0.0004366986,0.00042290325],"domain_scores_gemma":[0.9872155,0.0058997166,0.005755765,0.0007462019,0.00023738656,0.00014543795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023267983,0.00029207088,0.0030461564,0.00017721874,0.0002403096,0.0000068178974,0.00045468824,0.0002444557,0.0000075289863],"category_scores_gemma":[0.0015743228,0.00016983548,0.00018972233,0.0005805688,0.00013980905,0.000059608654,0.00016941235,0.00060675293,0.0000012939067],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007507016,0.000082037324,0.00045082113,0.9410349,0.00007821568,7.218748e-8,0.0014079112,5.20154e-7,4.1137177e-8,0.0010665153,0.0010942649,0.054709617],"study_design_scores_gemma":[0.001559891,0.00018467984,0.012350794,0.61272126,0.0008858812,4.5899273e-7,0.003238809,0.00015263449,7.597604e-8,0.0000983171,0.36856323,0.00024397005],"about_ca_topic_score_codex":0.0021628395,"about_ca_topic_score_gemma":0.0034172346,"teacher_disagreement_score":0.36746895,"about_ca_system_score_codex":0.000110783054,"about_ca_system_score_gemma":0.0010074268,"threshold_uncertainty_score":0.80642647},"labels":[],"label_agreement":null},{"id":"W3022328840","doi":"10.2196/16814","title":"Methods and Measures Used to Evaluate Patient-Operated Mobile Health Interventions: Scoping Literature Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"mHealth; Psychological intervention; Medicine; Self-management; MEDLINE; Intervention (counseling); Health intervention; Disease management; Health management system; Alternative medicine; Nursing; Computer science","score_opus":0.2476102326950041,"score_gpt":0.589088288869513,"score_spread":0.34147805617450894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022328840","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040969916,0.75705236,0.0052876,0.14086796,0.0008624015,0.05342625,0.00038447534,0.00074138836,0.00040762778],"genre_scores_gemma":[0.054514848,0.52521414,0.021704828,0.33669487,0.0007269925,0.0604198,0.00038536062,0.00017018047,0.00016898448],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98836976,0.0047066114,0.003081694,0.0013572432,0.0005542455,0.0019304618],"domain_scores_gemma":[0.99152625,0.0006944959,0.0011295484,0.0006913391,0.0005877278,0.005370656],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0056286487,0.000558253,0.0016850948,0.0003072581,0.0025860057,0.000053571515,0.00027968897,0.0003324442,0.00021266483],"category_scores_gemma":[0.00093025184,0.0004922192,0.00014337563,0.0017032822,0.00009552445,0.0002583478,0.0002771116,0.001726004,0.00015627845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002895788,0.00017711677,0.0016406563,0.24073747,0.000025986707,0.000004196485,0.014758187,0.0000057140537,0.000043441,0.0014076827,0.053673685,0.6872363],"study_design_scores_gemma":[0.0053887162,0.00796107,0.008730582,0.16819572,0.00024845081,0.000053728978,0.0041993936,0.0005990233,0.000017931332,0.00039938636,0.80291235,0.0012936246],"about_ca_topic_score_codex":0.0002790243,"about_ca_topic_score_gemma":0.00031886686,"teacher_disagreement_score":0.74923867,"about_ca_system_score_codex":0.0003669348,"about_ca_system_score_gemma":0.0033606116,"threshold_uncertainty_score":0.99975294},"labels":[],"label_agreement":null},{"id":"W3022499025","doi":"10.2196/17567","title":"Medical Device Apps: An Introduction to Regulatory Affairs for Developers","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Documentation; Directive; Medical software; Software; European union; Process (computing); Computer science; Conformity assessment; Business; Computer security; Software development","score_opus":0.35565339126500145,"score_gpt":0.4709701952938343,"score_spread":0.11531680402883288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022499025","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30512446,0.0014325666,0.008407277,0.6815235,0.0007682594,0.0019631188,0.00017026435,0.00014657104,0.00046398246],"genre_scores_gemma":[0.79511416,0.00032238738,0.014322052,0.18367843,0.005627236,0.00056624657,0.00014526576,0.00007768636,0.00014655426],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948868,0.00027068536,0.0029554584,0.001004755,0.00017380522,0.00070845516],"domain_scores_gemma":[0.99594253,0.000334263,0.00094322243,0.00038957433,0.00009205455,0.002298361],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011985345,0.00022527041,0.0009206731,0.00022888804,0.0004046381,0.00005760092,0.00026791863,0.00023796648,0.00023190664],"category_scores_gemma":[0.0030893362,0.0002784805,0.000059826878,0.0003189972,0.000065199645,0.00041036363,0.000050419378,0.0002597304,0.00039042815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053781975,0.00029212746,0.01575964,0.009650641,0.0000684194,0.0000018140588,0.026020393,0.00012979572,0.0000046049695,0.36132598,0.568556,0.01765275],"study_design_scores_gemma":[0.0020376032,0.0010778337,0.042053208,0.00007485147,0.000014044733,0.000014447575,0.007155535,0.009362621,0.000004224989,0.0028307906,0.9347227,0.00065210456],"about_ca_topic_score_codex":0.0002260373,"about_ca_topic_score_gemma":0.00023636123,"teacher_disagreement_score":0.49784505,"about_ca_system_score_codex":0.0004601585,"about_ca_system_score_gemma":0.0009718333,"threshold_uncertainty_score":0.99996674},"labels":[],"label_agreement":null},{"id":"W3022564868","doi":"10.2196/18117","title":"Acceptance, Usage, and Barriers of Electronic Patient-Reported Outcomes Among German Rheumatologists: Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatology; Family medicine; German; Physical therapy; Internal medicine","score_opus":0.04330843505017717,"score_gpt":0.37933680083512467,"score_spread":0.3360283657849475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022564868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925842,0.004674004,0.000008989098,0.0010532263,0.000042152118,0.0014122664,0.000026810729,0.00006486347,0.000133481],"genre_scores_gemma":[0.9860934,0.012983046,0.00002646773,0.00075290445,0.00001208687,0.000063130705,0.000025864345,0.000024306291,0.00001879016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997376,0.00035385822,0.0007227832,0.0004309141,0.0004145519,0.0007018861],"domain_scores_gemma":[0.9979018,0.00016846995,0.00030383305,0.00025904388,0.00012521369,0.0012416337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070715015,0.00021125196,0.0007889112,0.00012494305,0.00021885177,0.00002611836,0.000082783976,0.00007938069,0.000060751583],"category_scores_gemma":[0.00045597088,0.00016821758,0.000045978708,0.00031925298,0.00027369938,0.00012842822,0.00006365578,0.00041122746,0.0000023028902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071310793,0.00016390848,0.9840861,0.000441303,0.00009467077,0.000023963283,0.0038521977,1.5071004e-7,0.000006940755,0.00011672045,0.00044406552,0.010056882],"study_design_scores_gemma":[0.0034739277,0.003014289,0.99081874,0.000053579537,0.000010607959,0.000025867048,0.0016546223,0.00007165879,0.000009261327,0.000047292633,0.0006998389,0.00012029276],"about_ca_topic_score_codex":0.0015873332,"about_ca_topic_score_gemma":0.0011762247,"teacher_disagreement_score":0.009936589,"about_ca_system_score_codex":0.000046789013,"about_ca_system_score_gemma":0.0006436082,"threshold_uncertainty_score":0.6859714},"labels":[],"label_agreement":null},{"id":"W3022703291","doi":"10.2196/16147","title":"Remote Patient Monitoring Technologies for Predicting Chronic Obstructive Pulmonary Disease Exacerbations: Review and Comparison","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"COPD; Spirometer; Medicine; Pulmonary disease; mHealth; Usability; Intensive care medicine; Medical emergency; Computer science; Spirometry; Nursing; Psychological intervention; Internal medicine; Asthma","score_opus":0.06515045602367044,"score_gpt":0.3882835122505383,"score_spread":0.3231330562268679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022703291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52660906,0.4331997,0.0002090492,0.033358682,0.00013369744,0.005718257,0.00020521991,0.00039807567,0.00016825822],"genre_scores_gemma":[0.9551213,0.04182202,0.0014806691,0.0007122415,0.0003454052,0.0003618391,0.00007851255,0.000045906618,0.000032142045],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975693,0.000088103545,0.00059877516,0.00071597274,0.00035505727,0.0006727712],"domain_scores_gemma":[0.99799335,0.00016973213,0.00024524645,0.0003231696,0.0001801183,0.0010883559],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020091036,0.0002702413,0.00063047867,0.00011234194,0.00043171976,0.000023738734,0.0001023711,0.00010308968,0.000012566941],"category_scores_gemma":[0.00047445344,0.0002485089,0.00007332206,0.00036195034,0.00021970065,0.00016192764,0.00016558418,0.0005086942,0.0000033579695],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081461796,0.00015582223,0.1781565,0.10014035,0.00004735029,0.000038276452,0.0005824883,0.000006126052,0.000048972815,0.0001758937,0.00073871395,0.7190949],"study_design_scores_gemma":[0.0020586688,0.0013000028,0.9529825,0.0042024804,0.0007470199,0.000064569904,0.0034525923,0.022505755,0.00006141798,0.0007413612,0.011440586,0.00044306705],"about_ca_topic_score_codex":0.000037703558,"about_ca_topic_score_gemma":0.000002185753,"teacher_disagreement_score":0.774826,"about_ca_system_score_codex":0.0005586424,"about_ca_system_score_gemma":0.0008958261,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W3022714066","doi":"10.2196/17506","title":"The Ubiquitous Cognitive Assessment Tool for Smartwatches: Design, Implementation, and Evaluation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cognitive Functions and Memory","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartwatch; Usability; Stroop effect; Wearable computer; Cognition; Cognitive test; Likert scale; System usability scale; Test (biology); Computer science; Applied psychology; Cognitive skill; Cognitive evaluation theory; Rating scale; Human–computer interaction; Psychology; Usability engineering; Developmental psychology; Embedded system","score_opus":0.19756650769258516,"score_gpt":0.520943414308089,"score_spread":0.32337690661550383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022714066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96790063,0.00096175325,0.015928438,0.006225449,0.00047545036,0.00803184,0.00007710309,0.000047519094,0.00035180946],"genre_scores_gemma":[0.9927938,0.00015094299,0.00023086736,0.0031566506,0.00032689841,0.0031959286,0.000051426825,0.00001803948,0.00007544901],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99800783,0.0006178673,0.00037822046,0.00041198416,0.00021067358,0.00037343762],"domain_scores_gemma":[0.9982868,0.0008933808,0.00017460567,0.00010940615,0.0002968647,0.00023894111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020505004,0.00014121599,0.00018258137,0.000040544768,0.0008456285,0.000058419897,0.000047049663,0.00004496411,0.00010459183],"category_scores_gemma":[0.0000666798,0.000107579726,0.000024811077,0.00013642419,0.000057132962,0.00006648999,0.00002795031,0.00015227399,0.000008004605],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012670502,0.00036763758,0.030081393,0.00019371945,0.00011745026,0.0000019780302,0.022069456,7.3987394e-7,0.00001168137,0.0012490902,0.011761763,0.932878],"study_design_scores_gemma":[0.007023999,0.0054709725,0.84124696,0.000012810903,0.00035143452,0.000006779681,0.13853076,0.0004037926,0.0000064167,0.0006367151,0.006135257,0.00017409115],"about_ca_topic_score_codex":0.000102410064,"about_ca_topic_score_gemma":0.00015994486,"teacher_disagreement_score":0.932704,"about_ca_system_score_codex":0.00006351416,"about_ca_system_score_gemma":0.00044927944,"threshold_uncertainty_score":0.6503976},"labels":[],"label_agreement":null},{"id":"W3022723132","doi":"10.2196/17450","title":"Developing Empirical Decision Points to Improve the Timing of Adaptive Digital Health Physical Activity Interventions in Youth: Survival Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Society of Pediatric Psychology","keywords":"Psychological intervention; Intervention (counseling); Physical activity; Hazard ratio; Psychology; mHealth; Odds; Gerontology; Medicine; Physical therapy; Applied psychology; Confidence interval; Statistics; Mathematics; Logistic regression","score_opus":0.2923625002865436,"score_gpt":0.48175931926911253,"score_spread":0.18939681898256894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022723132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93491703,0.00006884142,0.013418342,0.05033496,0.00005820298,0.0009260711,0.000158089,0.00003436086,0.000084078165],"genre_scores_gemma":[0.9953918,0.00005515914,0.0008727931,0.0034054117,0.00019984992,0.000025350548,0.000026885655,0.0000175819,0.0000051542106],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99755514,0.00023629263,0.0006014358,0.000549827,0.00044738458,0.0006099446],"domain_scores_gemma":[0.99775565,0.00055665354,0.0003210128,0.0002569064,0.000090294365,0.0010194952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060973567,0.00021932478,0.0011666656,0.00023393352,0.00022143351,0.0000258009,0.000128866,0.00007626175,0.0000047488284],"category_scores_gemma":[0.00028634805,0.0001602444,0.00027075227,0.0016706492,0.000092589806,0.00019425259,0.00015727866,0.00065628736,0.000008463372],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012559963,0.009122015,0.09667728,0.008724371,0.0006189103,0.000021910912,0.09413178,0.00014893433,0.00017758155,0.0035567496,0.0006108839,0.77364963],"study_design_scores_gemma":[0.0019266532,0.0046067843,0.9779954,0.0005844071,0.00025087624,0.0000023101622,0.0026944783,0.011039058,0.000066074805,0.00051108317,0.00008451832,0.00023834291],"about_ca_topic_score_codex":0.0006919671,"about_ca_topic_score_gemma":0.00035549302,"teacher_disagreement_score":0.88131815,"about_ca_system_score_codex":0.0003387825,"about_ca_system_score_gemma":0.001061746,"threshold_uncertainty_score":0.6534577},"labels":[],"label_agreement":null},{"id":"W3022847162","doi":"10.2196/17557","title":"Feasibility and Acceptability of a Text Message–Based Intervention to Reduce Overuse of Alcohol in Emergency Department Patients: Controlled Proof-of-Concept Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Diabetes and Digestive and Kidney Diseases; Agency for Healthcare Research and Quality","keywords":"Emergency department; Brief intervention; mHealth; Psychological intervention; Intervention (counseling); Medicine; Medical emergency; Referral; Randomized controlled trial; Health care; Family medicine; Psychiatry","score_opus":0.08990541787934715,"score_gpt":0.4093137035988877,"score_spread":0.31940828571954055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022847162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907894,0.001312223,0.00002833395,0.0013546132,0.000104034036,0.0063139177,0.000036885554,0.000012687778,0.000047915357],"genre_scores_gemma":[0.9990963,0.00010901863,0.00026667718,0.00024362431,0.00003246847,0.00019933596,0.000034579538,0.000010391534,0.000007634417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976052,0.0002441363,0.0012724216,0.00035876522,0.00027176717,0.00024769572],"domain_scores_gemma":[0.99863523,0.00011747448,0.000523454,0.00023448233,0.00013651341,0.0003528678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055445026,0.0001702545,0.0010150935,0.000106685315,0.000028772074,0.0000020939244,0.000052926775,0.00007667318,0.00014450758],"category_scores_gemma":[0.00040785584,0.00013177696,0.00014195594,0.0003056533,0.00006942064,0.000079889454,0.000025539806,0.00011199993,2.6554895e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.14108199,0.0026116292,0.82150346,0.0020176184,0.000040248775,9.23847e-7,0.0036360833,0.0000021534067,0.000025092417,0.000021373116,0.00011746424,0.028941976],"study_design_scores_gemma":[0.1850526,0.00548127,0.80672014,0.00011936491,0.00013644318,1.5581745e-7,0.0005349687,0.0000822317,0.0017227809,0.0000513477,0.00001713446,0.00008154713],"about_ca_topic_score_codex":0.00012308851,"about_ca_topic_score_gemma":0.00017715085,"teacher_disagreement_score":0.043970615,"about_ca_system_score_codex":0.00012324192,"about_ca_system_score_gemma":0.00023672753,"threshold_uncertainty_score":0.53737086},"labels":[],"label_agreement":null},{"id":"W3022849730","doi":"10.2196/17855","title":"Using an Interactive App for Symptom Reporting and Management Following Pancreatic Cancer Surgery to Facilitate Person-Centered Care: Descriptive Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Karolinska Institutet; Swedish Cancer Foundation","keywords":"Pancreaticoduodenectomy; Medicine; Pancreatic cancer; Health care; Inclusion (mineral); General surgery; Cancer; Nursing; Pancreas; Internal medicine; Psychology","score_opus":0.4139570466267613,"score_gpt":0.48249469211572726,"score_spread":0.06853764548896596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022849730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907486,0.001093853,0.0010261647,0.0020540182,0.00013258378,0.0046995934,0.00003418567,0.000057760277,0.00015326377],"genre_scores_gemma":[0.9937672,0.00031044986,0.0032327946,0.0017556123,0.00015275576,0.0006448071,0.000023392262,0.00003014025,0.00008285859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746686,0.00020406164,0.000762564,0.00064954784,0.00027282967,0.0006441101],"domain_scores_gemma":[0.99797183,0.00025579502,0.00037418216,0.00018402652,0.00013037257,0.0010837927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093758566,0.0002188104,0.0009937357,0.00016764554,0.00038376523,0.000034661996,0.000050017297,0.00006254871,0.000007770039],"category_scores_gemma":[0.00031364497,0.00019101413,0.00007960161,0.00022253647,0.000044346063,0.00013109998,0.00006065126,0.000221116,0.0000012810375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024733874,0.00028054157,0.854158,0.005306563,0.00032426353,0.0001590417,0.1181553,0.0000029566343,0.00006299229,0.000009445575,0.00037226063,0.018695276],"study_design_scores_gemma":[0.0044492977,0.0036857051,0.76525426,0.0008497511,0.0011487139,0.000035747817,0.21918334,0.004616687,0.000009133775,0.00001248207,0.00046219685,0.00029265854],"about_ca_topic_score_codex":0.00203476,"about_ca_topic_score_gemma":0.00017299455,"teacher_disagreement_score":0.10102804,"about_ca_system_score_codex":0.00048123178,"about_ca_system_score_gemma":0.0005871381,"threshold_uncertainty_score":0.778933},"labels":[],"label_agreement":null},{"id":"W3023139681","doi":"10.2196/17114","title":"User Experiences and Preferences Regarding an App for the Treatment of Urinary Incontinence in Adult Women: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"Urinary incontinence; Qualitative research; Mobile apps; mHealth; Medicine; Usability; Focus group; Psychology; Nursing; Psychological intervention; World Wide Web; Computer science","score_opus":0.08156318968178024,"score_gpt":0.42143575662536825,"score_spread":0.33987256694358803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023139681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926444,0.0020358935,0.000010384497,0.0026589846,0.000032844044,0.002542486,0.0000148933295,0.000021509324,0.000038578164],"genre_scores_gemma":[0.99568176,0.0016725799,0.0002722861,0.00057757855,0.00004562075,0.0016993202,0.0000071813133,0.000009871363,0.00003380174],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986113,0.00017816752,0.00036321767,0.0003663622,0.00016584722,0.0003151052],"domain_scores_gemma":[0.9990632,0.000256728,0.00014878248,0.00015300637,0.00005381848,0.0003244916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002701941,0.00015900805,0.00043769262,0.000059335704,0.00013602985,0.00001092206,0.000060259343,0.000040282288,0.000006288625],"category_scores_gemma":[0.000056791116,0.00009533698,0.000020888892,0.0001702258,0.00012082916,0.000106412524,0.000016510212,0.00006799983,3.437475e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022929802,0.0018216898,0.09337271,0.00057412445,0.000039657865,0.000004935872,0.88454294,5.275169e-7,0.0000047122035,0.000049819097,0.000030294506,0.017265588],"study_design_scores_gemma":[0.00750125,0.028557315,0.15970632,0.000055998822,0.00005017235,0.0000037367347,0.80344063,0.00032560242,0.000011398148,0.0000617705,0.00020239166,0.0000833829],"about_ca_topic_score_codex":0.00063863146,"about_ca_topic_score_gemma":0.0002383672,"teacher_disagreement_score":0.081102304,"about_ca_system_score_codex":0.000085695974,"about_ca_system_score_gemma":0.00018969557,"threshold_uncertainty_score":0.38877293},"labels":[],"label_agreement":null},{"id":"W3023141354","doi":"10.2196/16214","title":"Mobile Health for Pediatric Weight Management: Systematic Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Royal College of Surgeons in Ireland; Health Research Board","keywords":"mHealth; Psychological intervention; Usability; Overweight; Medicine; Systematic review; Childhood obesity; Public health; MEDLINE; Gerontology; Obesity; Nursing; Computer science","score_opus":0.10497047187113166,"score_gpt":0.48615661161297485,"score_spread":0.3811861397418432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023141354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022993681,0.7118193,0.008123578,0.05084431,0.0014123265,0.22058403,0.00039516247,0.0012248782,0.0032970742],"genre_scores_gemma":[0.015314288,0.6274236,0.003697635,0.1614397,0.0015831015,0.18978556,0.00021997168,0.0001292034,0.00040697792],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99125123,0.0011501061,0.0035432954,0.0011703946,0.00051778264,0.0023672015],"domain_scores_gemma":[0.9923693,0.0008984624,0.0019896415,0.0007626639,0.00025795045,0.003721986],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035079033,0.00050988887,0.0019595313,0.00023609557,0.0029131263,0.000018122862,0.0004107484,0.00026475472,0.00014473629],"category_scores_gemma":[0.00023396575,0.0004582037,0.00016068277,0.0010606076,0.00005861963,0.00017601751,0.00016267231,0.00092038,0.00034869855],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007807038,0.00007813564,0.0007764843,0.92176807,0.000011342757,0.0000014553382,0.00096718647,6.6695674e-7,1.2237118e-7,0.0075108316,0.060490932,0.008316722],"study_design_scores_gemma":[0.013660598,0.0066631353,0.0029538127,0.6328505,0.0014002882,0.000038773724,0.0043145944,0.0012147052,9.1396316e-7,0.0014908807,0.33328205,0.0021297126],"about_ca_topic_score_codex":0.000058454647,"about_ca_topic_score_gemma":0.000040194074,"teacher_disagreement_score":0.2889175,"about_ca_system_score_codex":0.00037805396,"about_ca_system_score_gemma":0.0032653902,"threshold_uncertainty_score":0.999787},"labels":[],"label_agreement":null},{"id":"W3023435295","doi":"10.2196/16783","title":"The Cedar Project - Mobile Phone Use and Acceptability of Mobile Health Among Young Indigenous People Who Have Used Drugs in British Columbia, Canada: Mixed Methods Exploratory Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Community Based Research Centre; Positive Living North; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"mHealth; Mobile phone; Indigenous; Phone; Thematic analysis; Medicine; Population; Health care; Exploratory research; Telemedicine; Psychology; Gerontology; Qualitative research; Environmental health; Nursing; Psychological intervention; Telecommunications; Computer science; Sociology; Political science","score_opus":0.06363160736324644,"score_gpt":0.42575208500892603,"score_spread":0.36212047764567956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023435295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9584496,0.00497078,0.000054468208,0.0011994096,0.0004348024,0.034140904,0.00057676935,0.0001316047,0.000041682757],"genre_scores_gemma":[0.93922246,0.0084096715,0.00059936027,0.0038261833,0.00017959019,0.04746144,0.000088703164,0.000098976445,0.00011359703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9853222,0.0064785597,0.0035127418,0.0014093997,0.0007862465,0.00249085],"domain_scores_gemma":[0.9909225,0.00286395,0.0018861963,0.0009806866,0.00039692927,0.002949698],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007925193,0.0004487773,0.0019491367,0.00015531728,0.004449637,0.00012858887,0.00046961047,0.00036192697,0.00007158483],"category_scores_gemma":[0.00064946135,0.00052063336,0.00007951247,0.0013569089,0.0003509086,0.00039042562,0.00036299118,0.00206732,0.0000025645952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015117142,0.00043246918,0.8160503,0.0051799533,0.000017253893,0.000003482925,0.0933612,0.000003126855,9.614973e-7,0.000012168302,0.009419403,0.07536852],"study_design_scores_gemma":[0.0026204856,0.001268628,0.7972832,0.00011113696,0.00002644651,0.000004183975,0.18070963,0.00021007852,8.599601e-7,0.000026778514,0.017455041,0.0002835709],"about_ca_topic_score_codex":0.9715817,"about_ca_topic_score_gemma":0.9972826,"teacher_disagreement_score":0.08734844,"about_ca_system_score_codex":0.0014826066,"about_ca_system_score_gemma":0.025338247,"threshold_uncertainty_score":0.9997245},"labels":[],"label_agreement":null},{"id":"W3023438029","doi":"10.2196/15015","title":"A Lower Leg Physical Activity Intervention for Individuals With Chronic Venous Leg Ulcers: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diagnosis and Treatment of Venous Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research","keywords":"Medicine; Randomized controlled trial; mHealth; Physical therapy; Venous leg ulcer; Physical medicine and rehabilitation; Psychological intervention; Internal medicine; Surgery; Nursing","score_opus":0.041759899288081805,"score_gpt":0.3805094059644322,"score_spread":0.3387495066763504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023438029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972284,0.0018271552,0.00018900115,0.010668005,0.00016460719,0.014511271,0.000071100374,0.000098403376,0.00018641877],"genre_scores_gemma":[0.9930744,0.0004528636,0.000102939106,0.0012521088,0.0010529889,0.0038816675,0.0000761754,0.00003602053,0.00007080683],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99805933,0.00024784222,0.00041954964,0.00045521688,0.0003307253,0.00048732138],"domain_scores_gemma":[0.99803436,0.00058123784,0.00040503097,0.00016787098,0.000076173324,0.00073532166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047832858,0.00027980504,0.0020547726,0.00007683281,0.00019961176,0.000048664548,0.00005531641,0.00008273774,0.000036702753],"category_scores_gemma":[0.0001909758,0.00017884107,0.00050466956,0.000121615856,0.00011875392,0.00012235035,0.000018813897,0.00019095751,0.000008710384],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95581645,0.021839177,0.00020574719,0.0018846891,0.0005214852,0.000014813941,0.0005454606,0.0000016161513,0.0000021828298,0.00031997662,0.00080689386,0.01804148],"study_design_scores_gemma":[0.93679404,0.057290487,0.0016333559,0.00026261754,0.0018632335,0.000006251665,0.00006266376,0.0006410781,0.000015485144,0.000072068324,0.0012129956,0.00014573449],"about_ca_topic_score_codex":0.00008647375,"about_ca_topic_score_gemma":0.00001902475,"teacher_disagreement_score":0.035451308,"about_ca_system_score_codex":0.0001666651,"about_ca_system_score_gemma":0.0008335037,"threshold_uncertainty_score":0.72929275},"labels":[],"label_agreement":null},{"id":"W3023509685","doi":"10.2196/17372","title":"Enhanced Patient Education for Colonic Polyp and Adenoma Detection: Meta-Analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Adenoma; Randomized controlled trial; Internal medicine; Colorectal cancer; Hyperplastic Polyp; Withdrawal time; Gastroenterology; Cancer","score_opus":0.15302216327936535,"score_gpt":0.45866974255423804,"score_spread":0.3056475792748727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023509685","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045601506,0.9821118,0.0010410983,0.0005908069,0.0003155974,0.015235098,0.00011847327,0.00004392668,0.00008718465],"genre_scores_gemma":[0.032920282,0.9559332,0.0002710178,0.00038226444,0.00029036443,0.009938936,0.00012515909,0.00003278425,0.000105952786],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9936866,0.0019094375,0.003181897,0.0006157159,0.00031083362,0.00029551523],"domain_scores_gemma":[0.9914247,0.003858248,0.0036912428,0.00026167886,0.00027186476,0.00049227005],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0041034333,0.00044006278,0.025711656,0.00083695946,0.00016649064,0.000027282686,0.00004848468,0.0003337609,0.000042203475],"category_scores_gemma":[0.0021096661,0.00027007173,0.0051863627,0.00086851104,0.00008182958,0.000034615274,0.000021775697,0.00033498908,7.1988865e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1462928,0.00007992213,1.3285441e-7,0.021758502,0.054142278,3.0182846e-7,0.00023828853,2.1601964e-7,6.6945387e-7,0.000039179682,0.000046907953,0.7774008],"study_design_scores_gemma":[0.05328898,0.0040467,0.0000075616736,0.00058440707,0.8588728,0.000023007717,0.00007590738,0.0002315272,0.000008434354,0.00003330518,0.082616016,0.0002113553],"about_ca_topic_score_codex":0.00023981275,"about_ca_topic_score_gemma":0.0001098083,"teacher_disagreement_score":0.80473053,"about_ca_system_score_codex":0.00020559915,"about_ca_system_score_gemma":0.002359131,"threshold_uncertainty_score":0.99997514},"labels":[],"label_agreement":null},{"id":"W3023516225","doi":"10.2196/15458","title":"Associations Between Parent Self-Reported and Accelerometer-Measured Physical Activity and Sedentary Time in Children: Ecological Momentary Assessment Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Sedentary behavior; Accelerometer; Physical activity; Ecology; Sedentary lifestyle; Actigraphy; Self-report study; Psychology; Medicine; Biology; Physical therapy; Clinical psychology; Computer science","score_opus":0.07860029933205849,"score_gpt":0.39367766576288615,"score_spread":0.3150773664308277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023516225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99125355,0.000036559733,0.0000015583788,0.005981478,0.000024501745,0.0023836177,0.0001519325,0.00012195312,0.000044823053],"genre_scores_gemma":[0.99834305,0.000085436586,0.000093954804,0.0008802106,0.00033458413,0.00008398896,0.00015065334,0.000023499184,0.0000045955494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740267,0.00041363464,0.00041228996,0.0007382457,0.00050449366,0.00052864396],"domain_scores_gemma":[0.9982653,0.00023222742,0.0002673049,0.000189858,0.000042907228,0.0010023665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046766474,0.00029676495,0.0010101903,0.000100816105,0.00023651888,0.00004055697,0.000067685796,0.00011575809,0.000013081846],"category_scores_gemma":[0.000040939067,0.00026065687,0.00005392659,0.00032723777,0.000070935115,0.00019776725,0.0002065164,0.0007624086,0.000004039226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070935916,0.014819887,0.98064506,0.0001883839,0.00021387567,0.000017137847,0.00078131224,2.8087058e-7,0.00009155526,0.00000468275,0.00015170533,0.0030152034],"study_design_scores_gemma":[0.0033348375,0.0036918507,0.9916041,0.00001803803,0.00042012305,0.000008062211,0.00011191637,0.00052281993,0.000012941312,0.00007428149,0.0000072783073,0.00019374344],"about_ca_topic_score_codex":0.00053853367,"about_ca_topic_score_gemma":0.000050857754,"teacher_disagreement_score":0.011128036,"about_ca_system_score_codex":0.0003560156,"about_ca_system_score_gemma":0.00024752115,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W3023591647","doi":"10.2196/15951","title":"Evaluation of the Tobbstop Mobile App for Smoking Cessation: Cluster Randomized Controlled Clinical Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Abstinence; mHealth; Randomized controlled trial; Intervention (counseling); Mobile phone; Mobile apps; Clinical trial; Public health; Family medicine; Psychological intervention; Psychiatry; Nursing; Internal medicine; World Wide Web","score_opus":0.1895347286280012,"score_gpt":0.48203198734561914,"score_spread":0.29249725871761795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023591647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761072,0.00044273995,0.00044891692,0.006943655,0.0008368406,0.01491952,0.0000091917,0.00003300689,0.00025897275],"genre_scores_gemma":[0.99357986,0.00015895203,0.00006879822,0.0030778912,0.00088750204,0.0021507484,0.000030504614,0.000014521128,0.00003119465],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963082,0.0011919837,0.0012305373,0.00027044318,0.00079362857,0.00020519976],"domain_scores_gemma":[0.99742204,0.0009683213,0.0007298102,0.00019773428,0.00045754592,0.00022453099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011505872,0.00012438658,0.0011178828,0.00004506417,0.00016455793,0.000014289142,0.00006430805,0.00016465673,0.000052481],"category_scores_gemma":[0.001989064,0.0000747415,0.00033139627,0.00014813844,0.000104659965,0.000050431932,0.000018433484,0.000238443,3.4866466e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93482834,0.0002770527,0.009037753,0.0006546835,0.00009580833,1.4450029e-7,0.0014593464,0.000021097301,0.000006372918,0.0002626617,0.0010692016,0.052287523],"study_design_scores_gemma":[0.9648098,0.0011369492,0.021643907,0.000068531976,0.0025294055,0.000001959164,0.000257833,0.008743146,0.000017306274,0.00024188512,0.00048011082,0.00006919467],"about_ca_topic_score_codex":0.000022145832,"about_ca_topic_score_gemma":0.000003821891,"teacher_disagreement_score":0.052218325,"about_ca_system_score_codex":0.00008217904,"about_ca_system_score_gemma":0.00094256504,"threshold_uncertainty_score":0.39877284},"labels":[],"label_agreement":null},{"id":"W3023814244","doi":"10.2196/18793","title":"A Tailored Motivational Messages Library for a Mobile Health Sleep Behavior Change Support System to Promote Continuous Positive Airway Pressure Use Among Patients With Obstructive Sleep Apnea: Development, Content Validation, and Testing","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Claremont Graduate University","keywords":"Continuous positive airway pressure; Obstructive sleep apnea; CLARITY; Psychological intervention; Medicine; mHealth; Patient education; Sleep apnea; Nursing; Internal medicine","score_opus":0.07033950396738016,"score_gpt":0.31990931924721766,"score_spread":0.24956981527983751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023814244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748814,0.00020377539,0.00067770045,0.0015319193,0.00007772015,0.021515194,0.00089292217,0.00019857538,0.000020785264],"genre_scores_gemma":[0.9761441,0.0000067761325,0.012595377,0.0013926197,0.00018635875,0.008491346,0.0010334033,0.00010330033,0.000046747555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964438,0.00019591676,0.0008076669,0.0009648298,0.00066592323,0.00092186977],"domain_scores_gemma":[0.9963642,0.00023608537,0.00055142964,0.00021698113,0.0008214408,0.0018098826],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033640373,0.000416681,0.00085073465,0.00024455556,0.0005950698,0.000111041394,0.00011685064,0.00014061586,0.000014137679],"category_scores_gemma":[0.00021024399,0.00035040802,0.000042220494,0.0005371895,0.00015486685,0.0007725771,0.00015078051,0.0003796493,0.0000023252387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019556708,0.0003563975,0.9160877,0.0045970883,0.00014570492,0.000013649546,0.008653356,0.0000031253433,0.000037672424,0.00008180722,0.00010755967,0.0679603],"study_design_scores_gemma":[0.0049205804,0.0068898606,0.98393285,0.00035074,0.00015414254,0.000024563016,0.0016904672,0.0008800111,0.0003653097,0.0000014494256,0.0004936833,0.00029633104],"about_ca_topic_score_codex":0.00015574765,"about_ca_topic_score_gemma":0.000011246589,"teacher_disagreement_score":0.06784519,"about_ca_system_score_codex":0.00024830626,"about_ca_system_score_gemma":0.00046451532,"threshold_uncertainty_score":0.9998948},"labels":[],"label_agreement":null},{"id":"W3023919462","doi":"10.2196/17337","title":"Perceptions About Mindfulness and Text Messaging for Smoking Cessation in Vietnam: Results From a Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health","keywords":"Smoking cessation; Vietnamese; Transtheoretical model; Focus group; Psychological intervention; Mindfulness; Medicine; Intervention (counseling); Psychology; Qualitative research; Clinical psychology; Nursing","score_opus":0.11500348772222338,"score_gpt":0.44696669304806574,"score_spread":0.33196320532584234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023919462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99022627,0.00014125048,0.0005696955,0.0072202184,0.00007084231,0.0014691561,0.00013846949,0.00004873687,0.000115361334],"genre_scores_gemma":[0.99781543,0.000028740207,0.00014648469,0.0012461847,0.00016003377,0.0003150617,0.00024396529,0.000020876027,0.000023230492],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99819714,0.00022048199,0.0005536097,0.00048693852,0.0002456732,0.00029613674],"domain_scores_gemma":[0.9989824,0.00027551968,0.00020040091,0.00013434673,0.000078298115,0.00032898952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087242405,0.0001554813,0.0003675061,0.00013320518,0.00026540732,0.000036307596,0.000039526873,0.0001010456,0.000015895754],"category_scores_gemma":[0.00015377547,0.00014550208,0.000027035563,0.00026634397,0.00004574056,0.0001348323,0.000021684073,0.0002864746,5.685458e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019541061,0.0004966133,0.34506205,0.00097048475,0.000025428124,0.00000799611,0.56646043,0.0000034455552,0.000039320785,0.0001950908,0.00040254448,0.0843825],"study_design_scores_gemma":[0.0066602696,0.0006863836,0.8312223,0.00016679353,0.00012844703,0.000002348592,0.1602564,0.00041160604,0.000022211876,0.00017875095,0.0001430206,0.000121487246],"about_ca_topic_score_codex":0.0009795014,"about_ca_topic_score_gemma":0.00023327622,"teacher_disagreement_score":0.48616022,"about_ca_system_score_codex":0.00011833011,"about_ca_system_score_gemma":0.00018261517,"threshold_uncertainty_score":0.5933402},"labels":[],"label_agreement":null},{"id":"W3023931159","doi":"10.2196/14618","title":"Review and Selection of Online Resources for Carers of Frail Adults or Older People in Five European Countries: Mixed-Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Focus group; Standardization; Variety (cybernetics); Psychology; Medicine; Medical education; Nursing; Business; Computer science; Marketing","score_opus":0.03219482302196357,"score_gpt":0.4142353362323789,"score_spread":0.3820405132104153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023931159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898089,0.0051921927,0.0001352083,0.003590986,0.00006216273,0.001047351,0.00007947505,0.0000100262,0.00007370599],"genre_scores_gemma":[0.9839831,0.012608257,0.0008884731,0.0023177932,0.00011098246,0.000028839318,0.000010857863,0.000009621575,0.000042096442],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99847096,0.00059368677,0.000404889,0.00020648485,0.00014038545,0.00018357237],"domain_scores_gemma":[0.999172,0.00022280714,0.00022535045,0.000043162243,0.00019264653,0.00014403173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013894157,0.00007842739,0.0003121152,0.00004985865,0.00018202771,0.000009889224,0.00007142165,0.000034940316,0.000009976198],"category_scores_gemma":[0.00027596526,0.00006706748,0.000023485503,0.0002876841,0.00005331044,0.000052345156,0.000024348577,0.00009069434,1.0815939e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010959359,0.0006725849,0.13685165,0.040763568,0.0000538621,0.0000017441474,0.738245,0.00003955149,0.00002736711,0.0025455072,0.009576197,0.07012698],"study_design_scores_gemma":[0.0031143131,0.004105515,0.709354,0.0021465619,0.00015626644,0.0000015186174,0.2518259,0.003380133,0.0000042050465,0.000057309204,0.025519548,0.00033471716],"about_ca_topic_score_codex":0.003224734,"about_ca_topic_score_gemma":0.028823743,"teacher_disagreement_score":0.5725024,"about_ca_system_score_codex":0.00004647604,"about_ca_system_score_gemma":0.000327036,"threshold_uncertainty_score":0.9888977},"labels":[],"label_agreement":null},{"id":"W3024083877","doi":"10.2196/18312","title":"Comparison of Older and Younger Adults’ Attitudes Toward the Adoption and Use of Activity Trackers","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Psychology; Age groups; Gerontology; BitTorrent tracker; Older people; Construct (python library); Quality of life (healthcare); Population; Focus group; Medicine; Demography; Computer science; Physical activity; Physical therapy; Eye tracking","score_opus":0.1221292613487683,"score_gpt":0.41466143701606095,"score_spread":0.29253217566729267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024083877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745046,0.0012383143,0.000056578116,0.023497831,0.000049740618,0.00055579917,0.000018055181,0.000048600887,0.000030491665],"genre_scores_gemma":[0.99689204,0.0022117842,0.00032281436,0.00050224207,0.000044318553,0.000012894073,0.0000015308256,0.000006828482,0.0000055337755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988348,0.00018250014,0.00026533785,0.00024315962,0.00021168281,0.00026255762],"domain_scores_gemma":[0.9991338,0.00019129716,0.00026068697,0.000110740315,0.0000636326,0.00023984021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003476009,0.00010012107,0.00030645405,0.000045402263,0.00024831752,0.00001903246,0.00008846791,0.00014517932,0.0000049622563],"category_scores_gemma":[0.000116609655,0.00007774612,0.000020533296,0.00019940875,0.0006603916,0.00024250509,0.000045836725,0.00023969116,4.3052316e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038441597,0.00018885428,0.7453101,0.0019601022,0.000019132638,6.1061866e-7,0.16748768,0.000001209264,0.00010709879,0.0029025453,0.00089426636,0.08074395],"study_design_scores_gemma":[0.00052671164,0.00028074224,0.9884178,0.00007210582,0.000025846726,8.7499484e-7,0.009061738,0.00019048354,0.00006748772,0.00004533779,0.001236231,0.00007465756],"about_ca_topic_score_codex":0.0032367166,"about_ca_topic_score_gemma":0.0017034959,"teacher_disagreement_score":0.24310766,"about_ca_system_score_codex":0.00002740658,"about_ca_system_score_gemma":0.00016155509,"threshold_uncertainty_score":0.48929688},"labels":[],"label_agreement":null},{"id":"W3024211839","doi":"10.2196/19333","title":"Assessing the Impact of Patient-Facing Mobile Health Technology on Patient Outcomes: Retrospective Observational Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Logistic regression; Patient satisfaction; Cohort; Retrospective cohort study; Odds; Odds ratio; Emergency medicine; Physical therapy; Health care; Internal medicine; Psychological intervention; Surgery; Nursing","score_opus":0.12358217914874788,"score_gpt":0.5115690751427495,"score_spread":0.38798689599400166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024211839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9572591,0.0006362627,0.00007663951,0.018708263,0.0003081354,0.022015547,0.0002220433,0.00024486912,0.0005291482],"genre_scores_gemma":[0.96400994,0.0004719616,0.00027127037,0.017028771,0.00016734056,0.017878516,0.00008997567,0.00006575309,0.000016457669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99238616,0.0014113296,0.0026793648,0.001040668,0.0008363584,0.0016461075],"domain_scores_gemma":[0.99369556,0.0009585159,0.0024035622,0.0008952406,0.0005215002,0.0015256434],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018494404,0.00050154707,0.001388585,0.00032465108,0.0031202333,0.000025707981,0.00034576573,0.00031353903,0.00013161213],"category_scores_gemma":[0.00052301056,0.0003387463,0.0001566506,0.0015186315,0.00019365398,0.00022041946,0.00020631801,0.0020712316,0.000055329874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015358889,0.0007136945,0.95277715,0.0008026709,0.00004868655,0.0000014917483,0.008495532,0.00009362438,0.000003833384,0.0017451146,0.0050284564,0.03013617],"study_design_scores_gemma":[0.0014401461,0.008096862,0.96692693,0.00015801759,0.000029420786,0.000002647989,0.018713221,0.0003783898,0.0000015583963,0.000372145,0.0036661134,0.00021454076],"about_ca_topic_score_codex":0.0029129486,"about_ca_topic_score_gemma":0.0001498967,"teacher_disagreement_score":0.029921629,"about_ca_system_score_codex":0.0013643671,"about_ca_system_score_gemma":0.0051488737,"threshold_uncertainty_score":0.9999065},"labels":[],"label_agreement":null},{"id":"W3024238292","doi":"10.2196/17597","title":"Once Daily Versus Overnight and Symptom Versus Physiological Monitoring to Detect Exacerbations of Chronic Obstructive Pulmonary Disease: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pulse oximetry; COPD; Exacerbation; Randomized controlled trial; Oxygen saturation; Heart rate; Internal medicine; Anesthesia; Cardiology; Blood pressure; Oxygen","score_opus":0.06738619199410384,"score_gpt":0.37754220402823063,"score_spread":0.3101560120341268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024238292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772429,0.009921517,0.000052755713,0.0030723447,0.00069397443,0.008447942,0.0001011228,0.00008832336,0.00037914538],"genre_scores_gemma":[0.99461687,0.0022507024,0.0002551308,0.00014571533,0.0014688616,0.0011263563,0.00003557414,0.000039564537,0.00006121037],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99619675,0.00063383207,0.00087315135,0.00083349115,0.0007115087,0.0007512618],"domain_scores_gemma":[0.99523103,0.001636005,0.00033240338,0.00035487136,0.00020608319,0.0022396084],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052801485,0.00037510687,0.0018464546,0.00015843812,0.00031072626,0.000026537393,0.00014956984,0.00011270005,0.00008217132],"category_scores_gemma":[0.0014979036,0.0002980488,0.00024383112,0.00040613496,0.00042214023,0.00014298066,0.00017085779,0.00052102195,0.000009361991],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9888266,0.00026750204,0.00066384964,0.0019912156,0.00017851287,0.000040382583,0.00029060236,0.000018274859,0.00062268454,0.0003196282,0.00005428936,0.0067264675],"study_design_scores_gemma":[0.8298212,0.0043912893,0.16209754,0.00016252663,0.0005307045,0.0000037506618,0.00029435518,0.0022006372,0.000025174408,0.0001076181,0.00013311525,0.00023204497],"about_ca_topic_score_codex":0.00009434079,"about_ca_topic_score_gemma":0.0000040539517,"teacher_disagreement_score":0.1614337,"about_ca_system_score_codex":0.0006754809,"about_ca_system_score_gemma":0.0017339403,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W3024241213","doi":"","title":"Feasibility of mood monitoring over one year for people with chronic obstructive pulmonary disease using an mHealth system: a retrospective analysis (Preprint)","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Pulmonary disease; Mood; Medicine; Psychology; Psychiatry; Computer science; Psychological intervention; World Wide Web; Internal medicine","score_opus":0.04639873559804978,"score_gpt":0.3751218445389453,"score_spread":0.3287231089408955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024241213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916761,0.0010641776,0.00039752087,0.00014960529,0.00014645705,0.005764615,0.00048329617,0.00010026292,0.00021800246],"genre_scores_gemma":[0.9975737,0.00012929366,0.0013604165,0.000017221471,0.00040630487,0.0002450003,0.00012638261,0.0000790889,0.00006259835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954812,0.00028069047,0.0007851768,0.0013999658,0.00096839416,0.001084568],"domain_scores_gemma":[0.9956439,0.00013933328,0.0005608227,0.0012499525,0.0005835587,0.0018224263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00086621934,0.00040076414,0.0013866059,0.0005347134,0.00031728894,0.000029824769,0.0001898657,0.0001633369,0.000084006475],"category_scores_gemma":[0.000061958934,0.00036798738,0.00024665616,0.0012729787,0.00020637119,0.0003454837,0.00011942884,0.0005316093,0.0000043381006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004774314,0.000862982,0.9677719,0.023908831,0.00029956817,0.000008018408,0.0005938561,0.00024572495,0.00018578756,0.00060432154,0.0000012550437,0.0007434689],"study_design_scores_gemma":[0.0032779942,0.0009874915,0.97322774,0.00054148305,0.0013451556,0.00001740643,0.0016390135,0.01849265,0.00003292738,0.00016618129,0.000002349759,0.00026960013],"about_ca_topic_score_codex":0.0018636807,"about_ca_topic_score_gemma":0.00031491916,"teacher_disagreement_score":0.023367347,"about_ca_system_score_codex":0.0047336225,"about_ca_system_score_gemma":0.0036140978,"threshold_uncertainty_score":0.9998772},"labels":[],"label_agreement":null},{"id":"W3024267266","doi":"10.2196/18564","title":"Smartphone App to Self-Monitor Nausea During Pediatric Chemotherapy Treatment: User-Centered Design Process","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nausea and vomiting management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Børnecancerfonden","keywords":"Smartphone app; Computer science; Nausea; Process (computing); Psychology; Medicine; Internet privacy; Operating system; Internal medicine","score_opus":0.06360149273407316,"score_gpt":0.36783445132427595,"score_spread":0.3042329585902028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024267266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98079896,0.0006369387,0.00033985177,0.014899077,0.0001284516,0.00260619,0.000011541501,0.000425053,0.00015396313],"genre_scores_gemma":[0.9860942,0.0030427633,0.002247722,0.006572362,0.0014573407,0.00023572062,0.000015590334,0.00006550087,0.0002688513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781406,0.00008256402,0.00045855553,0.00059943355,0.0003082528,0.00073714805],"domain_scores_gemma":[0.9979568,0.00004882654,0.00016397171,0.00025335804,0.00006696087,0.0015100924],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019974465,0.00030537718,0.0005277506,0.0001792682,0.00027528583,0.00004068995,0.000100881254,0.00009471394,0.000031647036],"category_scores_gemma":[0.000025696005,0.00025865596,0.00006093459,0.0005581973,0.00001566453,0.00007969851,0.00003132205,0.00019101927,0.000073289295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023429204,0.0063662673,0.75360316,0.055397518,0.000590994,0.00047678582,0.051417254,0.000073180476,0.0011723188,0.00013698904,0.028649092,0.07868726],"study_design_scores_gemma":[0.036204655,0.013389453,0.9193206,0.0002934,0.00080538815,0.00007690257,0.0014893276,0.0009865646,0.0028262779,0.000034366618,0.02355312,0.0010199324],"about_ca_topic_score_codex":0.000039371946,"about_ca_topic_score_gemma":0.0000029744403,"teacher_disagreement_score":0.16571747,"about_ca_system_score_codex":0.00025250108,"about_ca_system_score_gemma":0.00033883742,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W3024272585","doi":"10.2196/15947","title":"Complementing Human Behavior Assessment by Leveraging Personal Ubiquitous Devices and Social Links: An Evaluation of the Peer-Ceived Momentary Assessment Method","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Universidad de Costa Rica","keywords":"Psychology; Anxiety; Usability; Perception; Applied psychology; Clinical psychology; Computer science; Psychiatry; Human–computer interaction","score_opus":0.36435473902392596,"score_gpt":0.5957428820824968,"score_spread":0.23138814305857086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024272585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754018,0.000381353,0.00019861579,0.020766856,0.00022076181,0.0022068983,0.00024341354,0.000032214746,0.0005480919],"genre_scores_gemma":[0.99180526,0.000020935351,0.0020476505,0.005009355,0.00031341045,0.0003802609,0.00034309048,0.000028583498,0.00005146127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99389744,0.0025359672,0.000748721,0.0006150372,0.0014783758,0.0007244714],"domain_scores_gemma":[0.9983909,0.00013733623,0.00051594124,0.0001999611,0.0002347414,0.0005211188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005127276,0.00022602708,0.00040966057,0.000078766745,0.0012293666,0.000058555226,0.00023003556,0.0001530954,0.000579919],"category_scores_gemma":[0.0000121076855,0.00019530886,0.000050914176,0.00017918962,0.00012234286,0.00014861545,0.00017064795,0.00093903637,0.0000014515232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021440942,0.0016965551,0.6116046,0.004988421,0.00013629894,0.000006786622,0.076203145,0.0000028585066,0.002498353,0.0028574148,0.010797415,0.2889938],"study_design_scores_gemma":[0.0024502734,0.0009561,0.9711151,0.000037872647,0.00017302099,0.000007424445,0.016276626,0.006097221,0.000020550604,0.000084151565,0.0026046427,0.00017698634],"about_ca_topic_score_codex":0.0019427169,"about_ca_topic_score_gemma":0.000254175,"teacher_disagreement_score":0.35951057,"about_ca_system_score_codex":0.00049678877,"about_ca_system_score_gemma":0.0006675627,"threshold_uncertainty_score":0.9455418},"labels":[],"label_agreement":null},{"id":"W3024314694","doi":"10.2196/17120","title":"Ecological Momentary Assessment Within a Digital Health Intervention for Reminiscence in Persons With Dementia and Caregivers: User Engagement Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Public Health Agency","keywords":"Reminiscence; Dismissal; Psychological intervention; Psychology; mHealth; Intervention (counseling); Evening; Applied psychology; Cognitive psychology; Psychiatry","score_opus":0.28313634372740515,"score_gpt":0.4901420829083507,"score_spread":0.20700573918094556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024314694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821942,0.0001387954,0.0013107059,0.01350766,0.000080844904,0.0025302458,0.00007711924,0.000038890295,0.00012153461],"genre_scores_gemma":[0.9953399,0.00004741399,0.0014499584,0.0027536913,0.000034731565,0.00024242923,0.00003884423,0.000009450247,0.000083608764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970485,0.00025795752,0.0009126559,0.0006080322,0.00073465524,0.0004381872],"domain_scores_gemma":[0.99852383,0.00022668608,0.00047837105,0.00017857309,0.00007566672,0.00051684654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027469203,0.00020271113,0.0004051253,0.0002258556,0.00041973873,0.00036518485,0.0002394405,0.000041490726,0.0000496945],"category_scores_gemma":[0.000078356374,0.00014794516,0.000046142006,0.00041204013,0.000072457566,0.00080225867,0.00017954849,0.00025893684,0.000004407444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006118386,0.0009085934,0.9208897,0.00045536028,0.000037228263,0.000011948632,0.042850856,0.000027194115,0.0000011092461,0.0008780939,0.00731888,0.026009241],"study_design_scores_gemma":[0.003750065,0.0050952765,0.84605175,0.000050571296,0.000037578517,0.0000027323686,0.13868564,0.0021846201,3.4937247e-7,0.00009739747,0.003868501,0.00017550123],"about_ca_topic_score_codex":0.00012284362,"about_ca_topic_score_gemma":0.00039308192,"teacher_disagreement_score":0.09583479,"about_ca_system_score_codex":0.0001524814,"about_ca_system_score_gemma":0.0002616822,"threshold_uncertainty_score":0.60330284},"labels":[],"label_agreement":null},{"id":"W3024314918","doi":"10.2196/18781","title":"A Web-Based Mobile App (INTERACCT App) for Adolescents Undergoing Cancer and Hematopoietic Stem Cell Transplantation Aftercare to Improve the Quality of Medical Information for Clinicians: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Quality of life (healthcare); mHealth; Usability; Family medicine; Physical therapy; Psychiatry; Psychological intervention; Nursing; Computer science; Internal medicine","score_opus":0.12184926676664874,"score_gpt":0.445459105365325,"score_spread":0.32360983859867626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024314918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568611,0.00042373338,0.0068869814,0.028315715,0.00016948605,0.006784922,0.00051056227,0.00004344489,0.0000040609766],"genre_scores_gemma":[0.9719224,0.00021335906,0.00033286688,0.025659423,0.00021145202,0.001532954,0.00010646262,0.000016873953,0.000004217656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746376,0.00016144132,0.001153068,0.00029815192,0.0006441327,0.0002794431],"domain_scores_gemma":[0.9979827,0.00071913726,0.0004409522,0.00016636518,0.00019404832,0.0004968275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016870226,0.00016656825,0.0005035985,0.000057999343,0.00016078688,0.000024718609,0.00010872938,0.00010422807,0.0000058881747],"category_scores_gemma":[0.00011441344,0.00013213595,0.00007728081,0.00015286096,0.000040221414,0.00013239527,0.000021643282,0.00019980411,7.70592e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028569479,0.0022589236,0.32930115,0.30719325,0.00013784197,0.0000018528373,0.2272217,0.00013029567,0.00011475491,0.00036195005,0.0036249955,0.10108381],"study_design_scores_gemma":[0.048205562,0.014309601,0.8432628,0.00417562,0.00056220166,0.0000055392884,0.06832336,0.016833747,0.00031420798,0.000095765216,0.0033047223,0.00060686655],"about_ca_topic_score_codex":0.00048339393,"about_ca_topic_score_gemma":0.0014779491,"teacher_disagreement_score":0.5139617,"about_ca_system_score_codex":0.00008882166,"about_ca_system_score_gemma":0.0014849626,"threshold_uncertainty_score":0.53883475},"labels":[],"label_agreement":null},{"id":"W3024384408","doi":"10.2196/17216","title":"Development and Clinical Evaluation of a Web-Based Upper Limb Home Rehabilitation System Using a Smartwatch and Machine Learning Model for Chronic Stroke Survivors: Prospective Comparative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartwatch; Physical medicine and rehabilitation; Rehabilitation; Stroke (engine); Chronic stroke; Medicine; Physical therapy; Wearable computer; Computer science; Psychology; Embedded system; Engineering","score_opus":0.16330085475473238,"score_gpt":0.44460815785594,"score_spread":0.2813073031012076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024384408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910356,0.001131717,0.0018629552,0.00074697385,0.00006784224,0.0050706225,0.000028644175,0.00004179571,0.000013866498],"genre_scores_gemma":[0.9871604,0.000047964248,0.012333145,0.00009139556,0.00007871899,0.00023755596,0.000024568188,0.000017522132,0.000008745014],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.997547,0.0005334772,0.000817611,0.00046897272,0.0003960959,0.00023687311],"domain_scores_gemma":[0.9980277,0.00075443846,0.00034425707,0.00009799376,0.00041680515,0.0003588139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026169552,0.00017366589,0.00068343437,0.00014847801,0.00021864654,0.000014470039,0.000023734578,0.0000949822,0.000002069507],"category_scores_gemma":[0.000304856,0.00014428522,0.00006128117,0.00015392895,0.00010665893,0.000075562544,0.000022065426,0.00025243667,3.5461335e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028793777,0.0005590274,0.9515877,0.008014583,0.000095420626,3.494439e-7,0.023470372,0.0009774636,0.00006880824,0.00006240124,0.000010611321,0.012273931],"study_design_scores_gemma":[0.006623077,0.004771421,0.37073836,0.0001776758,0.0001744422,0.0000018174892,0.006931116,0.61047393,0.0000045454217,0.000005602886,0.000022288914,0.00007573784],"about_ca_topic_score_codex":0.00007336745,"about_ca_topic_score_gemma":0.00021876738,"teacher_disagreement_score":0.6094964,"about_ca_system_score_codex":0.0004228383,"about_ca_system_score_gemma":0.0018663,"threshold_uncertainty_score":0.5883781},"labels":[],"label_agreement":null},{"id":"W3024473986","doi":"10.2196/17189","title":"Acceptability of the Pregnancy, Exercise, and Nutrition Research Study With Smartphone App Support (PEARS) and the Use of Mobile Health in a Mixed Lifestyle Intervention by Pregnant Obese and Overweight Women: Secondary Analysis of a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; Overweight; mHealth; Psychological intervention; Body mass index; Pregnancy; Randomized controlled trial; Physical therapy; Gerontology; Nursing; Internal medicine","score_opus":0.040036973874259765,"score_gpt":0.37232513654122273,"score_spread":0.332288162666963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024473986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96429765,0.009101354,0.0000151832,0.0016337889,0.000013984755,0.02481795,0.00010069869,0.000005708766,0.000013705992],"genre_scores_gemma":[0.98064816,0.014493517,0.00006898917,0.00014235266,0.0000103714265,0.0045222775,0.00004477936,0.000009714851,0.000059867118],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99474984,0.0025712207,0.0012547333,0.00038869143,0.0006509368,0.00038456515],"domain_scores_gemma":[0.99725753,0.0012455411,0.0006084086,0.00026213512,0.00024286791,0.000383534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060165734,0.00015501186,0.0021333,0.0003372079,0.000120118064,0.000025209625,0.00007671942,0.000050780585,0.000038666312],"category_scores_gemma":[0.0005712502,0.00008229439,0.00012725341,0.0008656685,0.0006786412,0.00011623452,0.00013947101,0.00033102502,5.2254002e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.925991,0.0034089205,0.016697232,0.011782048,0.00064897456,0.0000019441136,0.013019558,0.0000027602628,0.000010721623,0.00006892577,0.00031379226,0.028054139],"study_design_scores_gemma":[0.7623333,0.010799085,0.21808808,0.00077431294,0.0005185382,7.8406083e-7,0.0059298854,0.0013245732,0.000010175255,0.00007516015,0.000079920756,0.00006619429],"about_ca_topic_score_codex":0.001146531,"about_ca_topic_score_gemma":0.0004526595,"teacher_disagreement_score":0.20139085,"about_ca_system_score_codex":0.00007059269,"about_ca_system_score_gemma":0.00048549377,"threshold_uncertainty_score":0.3355868},"labels":[],"label_agreement":null},{"id":"W3024559336","doi":"10.2196/17408","title":"Mobile App for Symptom Management and Associated Quality of Life During Systemic Treatment in Early Stage Breast Cancer: Nonrandomized Controlled Prospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Breast cancer; Cohort; Cancer; Physical therapy; Prospective cohort study; Stage (stratigraphy); Internal medicine; Nursing","score_opus":0.027180676147644283,"score_gpt":0.35846204703861256,"score_spread":0.33128137089096826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024559336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97633296,0.0026342133,0.000011758902,0.00035174543,0.00008405345,0.020099303,0.0003660869,0.000053228236,0.000066629706],"genre_scores_gemma":[0.98943627,0.0022128401,0.000008144449,0.0002235215,0.000083705825,0.0077923667,0.000021138176,0.000024002285,0.00019799036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766535,0.00031588465,0.000863159,0.0004919353,0.00028284144,0.00038082484],"domain_scores_gemma":[0.9986323,0.00015716956,0.00043202855,0.00016702113,0.00011937765,0.000492098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008708112,0.00022697456,0.0017136569,0.000098042736,0.00010918881,0.000015291678,0.000042297426,0.00007632345,0.000008507805],"category_scores_gemma":[0.00003380685,0.00017961343,0.00009633904,0.00021904118,0.000035710676,0.00004305521,0.000026191054,0.00012977494,3.1663856e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05449616,0.000825383,0.92394084,0.005598984,0.0004358507,0.0000059906156,0.014074839,0.0000048857214,0.00001411975,0.000023323864,0.0000091456,0.00057049404],"study_design_scores_gemma":[0.1308151,0.0025206,0.8590384,0.00018201322,0.0003181298,0.0000014683742,0.006872803,0.00012297391,0.000003752976,0.000002602617,0.000009159357,0.000112956775],"about_ca_topic_score_codex":0.011481542,"about_ca_topic_score_gemma":0.00371904,"teacher_disagreement_score":0.07631894,"about_ca_system_score_codex":0.0006025033,"about_ca_system_score_gemma":0.00037401903,"threshold_uncertainty_score":0.9951011},"labels":[],"label_agreement":null},{"id":"W3024649338","doi":"10.2196/13179","title":"Communication Technology Use by Caregivers of Adolescents With Mental Health Issues: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit van die Vrystaat","keywords":"Mental health; Scopus; Critical appraisal; Thematic analysis; Intervention (counseling); Psychology; Population; Family caregivers; Psychological intervention; Systematic review; Medicine; MEDLINE; Nursing; Medical education; Psychiatry; Qualitative research; Alternative medicine","score_opus":0.0637988226282759,"score_gpt":0.42581825120054684,"score_spread":0.36201942857227093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024649338","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025076568,0.98686904,0.000008712502,0.0026357365,0.0002925945,0.009359401,0.00057828566,0.0001563374,0.00007480374],"genre_scores_gemma":[0.00031455708,0.9953502,0.00015892308,0.0021357154,0.000027063163,0.0010604967,0.0006192915,0.00013053187,0.00020323016],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.993637,0.002052605,0.0021053855,0.00090124924,0.0005005198,0.00080322253],"domain_scores_gemma":[0.9942913,0.00013989568,0.0032088582,0.0016575768,0.000110047506,0.0005923357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087277096,0.0007372786,0.0052550575,0.00035970137,0.00031223206,0.0000292695,0.0008656245,0.0004699131,0.00002048697],"category_scores_gemma":[0.00006399401,0.0005795454,0.00020630483,0.0010521293,0.00038728723,0.00011471052,0.00021065565,0.0011145286,0.00005605377],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025230214,0.00017836546,0.00004525691,0.92101353,0.00012052227,0.0000052017917,0.0014234085,3.787609e-9,1.25168835e-8,0.00026906445,0.034095723,0.042823706],"study_design_scores_gemma":[0.0004837661,0.00059072697,0.0000121361945,0.674725,0.00078472326,0.00015002636,0.0015348122,2.8077355e-7,2.9504527e-8,0.0000028496884,0.3213899,0.00032574544],"about_ca_topic_score_codex":0.00089173805,"about_ca_topic_score_gemma":0.000054348064,"teacher_disagreement_score":0.2872942,"about_ca_system_score_codex":0.00082637474,"about_ca_system_score_gemma":0.0008399267,"threshold_uncertainty_score":0.9996656},"labels":[],"label_agreement":null},{"id":"W3024757390","doi":"10.2196/18543","title":"Improving the Quality of Antenatal Care Using Mobile Health in Madagascar: Five-Year Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Cross-sectional study; Pregnancy; Family medicine; Developing country; Prenatal care; Health care; Rural area; Environmental health; Obstetrics; Demography; Psychological intervention; Nursing; Population","score_opus":0.15016920665505903,"score_gpt":0.5219175727031182,"score_spread":0.37174836604805916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024757390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782139,0.0034547753,0.0001765484,0.0024085995,0.00043507756,0.014568848,0.00045881685,0.00011899993,0.00016445565],"genre_scores_gemma":[0.98540115,0.0008045641,0.000512459,0.0076929713,0.0005720068,0.0048323316,0.000091464746,0.000057939375,0.000035121102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911918,0.002157034,0.0033564935,0.0009911195,0.0006530624,0.0016505051],"domain_scores_gemma":[0.99478257,0.0007933117,0.0017887503,0.00068312034,0.00042862954,0.0015236031],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004395706,0.00036864536,0.0010400034,0.00021568144,0.0023713363,0.000024197092,0.00041732326,0.00029431022,0.000084671134],"category_scores_gemma":[0.00029509029,0.0002986365,0.00010624844,0.0009747679,0.00022189022,0.00019415333,0.00027032942,0.0018733443,0.00002559341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007066228,0.00028765594,0.9620994,0.009537222,0.00000895415,0.000001731947,0.016392425,0.00007275767,0.000017123426,0.0011137328,0.00035526117,0.009407155],"study_design_scores_gemma":[0.003876111,0.001272797,0.9564224,0.00009957419,0.000012026728,0.000003941213,0.03494894,0.000858625,0.0000012876537,0.000055914457,0.002238594,0.0002098114],"about_ca_topic_score_codex":0.022433957,"about_ca_topic_score_gemma":0.0037752814,"teacher_disagreement_score":0.018658677,"about_ca_system_score_codex":0.00078498194,"about_ca_system_score_gemma":0.005785487,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W3024777609","doi":"10.2196/19200","title":"Use of a Machine Learning Program to Correctly Triage Incoming Text Messaging Replies From a Cardiovascular Text–Based Secondary Prevention Program: Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; National Heart Foundation of Australia; Medical Research Council; European Society of Cardiology; Bupa Foundation","keywords":"Triage; Text messaging; Computer science; Machine learning; Test set; Short Message Service; Artificial intelligence; Random forest; Psychological intervention; Naive Bayes classifier; False positive paradox; Test (biology); Medicine; World Wide Web; Support vector machine; Nursing; Medical emergency","score_opus":0.16886090492141115,"score_gpt":0.4709782487194032,"score_spread":0.30211734379799204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024777609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9452717,0.0026118932,0.0014698129,0.006221091,0.00027681305,0.042651102,0.00024516028,0.0009548469,0.00029760567],"genre_scores_gemma":[0.9617089,0.0004099037,0.008546525,0.0045258924,0.00031271632,0.023911519,0.00035337062,0.000106876374,0.00012426611],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9897865,0.0035490163,0.0026701717,0.0015997448,0.0007831745,0.0016114162],"domain_scores_gemma":[0.99328464,0.0012887022,0.001263749,0.0011635569,0.0003959728,0.002603358],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003940099,0.000543516,0.0017177509,0.00031795714,0.002057083,0.000053080348,0.0003249233,0.00035030537,0.00014599053],"category_scores_gemma":[0.0011403662,0.0005183385,0.0002782321,0.001342709,0.00011250472,0.00027426658,0.00026987764,0.0023477874,0.000039679337],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002451331,0.0022746066,0.34630215,0.008983996,0.000115625524,0.0000068208583,0.0085778115,0.000104417064,0.000020781596,0.00008189047,0.0016213901,0.62945914],"study_design_scores_gemma":[0.012876735,0.010600163,0.64616406,0.0010979946,0.0006087684,0.0000036081012,0.008882837,0.015161552,0.000018310062,0.00013971853,0.30358818,0.0008580968],"about_ca_topic_score_codex":0.007025093,"about_ca_topic_score_gemma":0.0014917159,"teacher_disagreement_score":0.6286011,"about_ca_system_score_codex":0.00043778194,"about_ca_system_score_gemma":0.0035554396,"threshold_uncertainty_score":0.99995387},"labels":[],"label_agreement":null},{"id":"W3024829084","doi":"10.2196/14778","title":"Formative Evaluation of a Smartphone App for Monitoring Daily Meal Distribution and Food Selection in Adolescents: Acceptability and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Smartphone application; Formative assessment; Smartphone app; Mobile apps; mHealth; Psychology; Selection (genetic algorithm); Computer science; Applied psychology; Multimedia; Internet privacy; World Wide Web; Human–computer interaction; Psychological intervention; Artificial intelligence","score_opus":0.12915663182838968,"score_gpt":0.4790934808458174,"score_spread":0.3499368490174277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024829084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795341,0.00091961323,0.0011107428,0.0019983954,0.0001510049,0.015964588,0.0002289386,0.00006838207,0.000024270814],"genre_scores_gemma":[0.9891113,0.0005219478,0.00026600572,0.0004191711,0.00023144783,0.009368904,0.00006019816,0.000019745446,0.0000012704396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99518704,0.0013571845,0.0015365726,0.0006947432,0.00043643027,0.0007880077],"domain_scores_gemma":[0.9972549,0.0003984359,0.0006887883,0.00019913157,0.0005364315,0.0009223191],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054013254,0.00024226356,0.00063898694,0.0001052728,0.0009850384,0.000010982417,0.000083064006,0.00022978088,0.000010623625],"category_scores_gemma":[0.00071590376,0.00023540812,0.00003109734,0.00053913234,0.00010623427,0.00027463594,0.00008733978,0.000677907,0.0000013848205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008033011,0.00044652825,0.8884006,0.010793011,0.0000071847294,2.590114e-8,0.011446172,0.000004474684,0.000010763106,0.00022016495,0.00011427613,0.087753475],"study_design_scores_gemma":[0.0061033163,0.001760648,0.9752308,0.00016346604,0.000074372365,7.318061e-7,0.010842265,0.0047628465,0.00000661196,0.000577808,0.00034263142,0.00013448347],"about_ca_topic_score_codex":0.00087134255,"about_ca_topic_score_gemma":0.0015130764,"teacher_disagreement_score":0.08761899,"about_ca_system_score_codex":0.00057846616,"about_ca_system_score_gemma":0.0013584921,"threshold_uncertainty_score":0.9599665},"labels":[],"label_agreement":null},{"id":"W3024846856","doi":"10.2196/18868","title":"Privacy Assessment in Mobile Health Apps: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Sevilla","keywords":"mHealth; Categorization; Computer science; Internet privacy; Information privacy; World Wide Web; Psychology; Psychological intervention; Artificial intelligence","score_opus":0.15588110191212498,"score_gpt":0.5483558805457087,"score_spread":0.3924747786335837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024846856","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06421936,0.48536965,0.0018527323,0.3253037,0.0011662781,0.112929255,0.00024699813,0.0012396359,0.00767238],"genre_scores_gemma":[0.14481395,0.52777034,0.0029492741,0.26220506,0.0007972925,0.061048903,0.00020743726,0.00010685389,0.00010089874],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904275,0.001756277,0.0034328867,0.001248679,0.00058920326,0.0025454487],"domain_scores_gemma":[0.9930226,0.0006839877,0.0014042131,0.00075788394,0.00016946363,0.003961803],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037838551,0.00048815386,0.0016695682,0.00024017296,0.0016745074,0.000016099664,0.0004029929,0.000305206,0.00048790558],"category_scores_gemma":[0.00024742354,0.00046874193,0.00009387079,0.0013127729,0.00010436616,0.00023640004,0.0002479364,0.0025494758,0.0002781458],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020154088,0.00048705758,0.049485333,0.5163271,0.000011017188,0.000010105476,0.006135684,0.000009141776,0.0000051209936,0.0090466095,0.07196243,0.34631887],"study_design_scores_gemma":[0.008536704,0.0037126662,0.10107991,0.13729471,0.00007451068,0.000020981865,0.003985798,0.0010887096,0.0000010937324,0.0006937548,0.7422147,0.0012964914],"about_ca_topic_score_codex":0.0006965944,"about_ca_topic_score_gemma":0.0005113697,"teacher_disagreement_score":0.67025226,"about_ca_system_score_codex":0.0008380355,"about_ca_system_score_gemma":0.013056799,"threshold_uncertainty_score":0.9997764},"labels":[],"label_agreement":null},{"id":"W3024860991","doi":"10.2196/16899","title":"Evaluation Criteria for Weight Management Apps: Validation Using a Modified Delphi Process","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Delphi method; Delphi; Weight management; Rating scale; Computer science; Psychology; Medicine; Statistics; Mathematics; Weight loss","score_opus":0.2823100826213122,"score_gpt":0.5469034129100123,"score_spread":0.26459333028870013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024860991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7811654,0.0035928986,0.08450746,0.051936693,0.0017727102,0.06732342,0.00046943492,0.0008471952,0.008384804],"genre_scores_gemma":[0.9435533,0.0015548216,0.0062645474,0.016431395,0.0014329578,0.030212877,0.00040154322,0.00008460569,0.00006394275],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9944647,0.00086224504,0.0015945965,0.00093712966,0.0007316073,0.0014096969],"domain_scores_gemma":[0.9959294,0.00030108617,0.0008489203,0.00041328947,0.0007944935,0.001712786],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003936472,0.00034502908,0.0005768855,0.00021485791,0.0023714544,0.000025510852,0.00022749262,0.0003235024,0.00019625288],"category_scores_gemma":[0.00021589526,0.00033721485,0.000067358844,0.0006230864,0.00005988392,0.00025672838,0.00007328458,0.0005606732,0.000051199677],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00515402,0.0010886746,0.0066822586,0.15973067,0.00018601299,0.0000061562373,0.036201965,0.00091055076,0.00023318411,0.09172863,0.08522658,0.61285126],"study_design_scores_gemma":[0.025377443,0.0016690926,0.020519799,0.0014668261,0.0016302499,0.000016622365,0.015532847,0.6970908,0.0000557734,0.02855835,0.20646589,0.0016162787],"about_ca_topic_score_codex":0.00011970932,"about_ca_topic_score_gemma":0.00003058074,"teacher_disagreement_score":0.6961803,"about_ca_system_score_codex":0.00044255456,"about_ca_system_score_gemma":0.002426269,"threshold_uncertainty_score":0.999908},"labels":[],"label_agreement":null},{"id":"W3024863892","doi":"10.2196/16979","title":"Improving a Web-Based Tool to Support Older Adults to Stay Independent at Home: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Simon Fraser University; Centres Intégré Universitaires de Santé et de Services Sociaux; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; University of Alberta; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Usability; Medicine; Gerontology; Qualitative research; mHealth; Perception; Psychology; Nursing; Psychological intervention","score_opus":0.04433132534104463,"score_gpt":0.40066915992004076,"score_spread":0.35633783457899615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024863892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95580757,0.00006062995,0.00013999052,0.03852407,0.00022229091,0.0044819815,0.000094478666,0.00046948288,0.0001995308],"genre_scores_gemma":[0.9830324,0.000019993679,0.0008594434,0.015167229,0.00018109742,0.0005202581,0.00001098046,0.00003632381,0.00017227669],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9956734,0.00066137785,0.00065299857,0.0009785492,0.00084805937,0.0011855748],"domain_scores_gemma":[0.99718,0.00020675742,0.00024234109,0.00034708765,0.00018347269,0.0018403616],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018536836,0.00028592252,0.00050463603,0.0002548303,0.0009561853,0.00006823846,0.00042638782,0.00021493979,0.00015295928],"category_scores_gemma":[0.00045329833,0.00028303656,0.00005196437,0.00097292144,0.0001216846,0.00016488944,0.00024303581,0.00043623318,0.00019472276],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088978204,0.000478053,0.035887517,0.0005519046,0.000016107277,0.000028794873,0.90597856,0.0000018974072,0.000019694224,0.00042429694,0.0093997875,0.04632358],"study_design_scores_gemma":[0.009825172,0.00929286,0.26797473,0.00015056181,0.00006561759,0.0000026376129,0.6891737,0.000110591005,0.000053430587,0.000080851954,0.022215405,0.0010544003],"about_ca_topic_score_codex":0.0035230792,"about_ca_topic_score_gemma":0.02098201,"teacher_disagreement_score":0.23208722,"about_ca_system_score_codex":0.0005905605,"about_ca_system_score_gemma":0.0018072707,"threshold_uncertainty_score":0.99996215},"labels":[],"label_agreement":null},{"id":"W3024933026","doi":"10.2196/17535","title":"Feasibility and Acceptability of an Adapted Mobile Phone Message Program and Changes in Maternal and Newborn Health Knowledge in Four Provinces of Afghanistan: Single-Group Pre-Post Assessment Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"United States Agency for International Development","keywords":"Mobile phone; Afghan; mHealth; Context (archaeology); Health promotion; Phone; Promotion (chess); Environmental health; Medicine; Business; Internet privacy; Psychology; Nursing; Public health; Computer science; Geography; Political science; Psychological intervention; Telecommunications","score_opus":0.10751340705770022,"score_gpt":0.4767018888502582,"score_spread":0.369188481792558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024933026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694033,0.0042456402,0.000030798474,0.0029719847,0.00008863867,0.02270785,0.00032235117,0.00009717398,0.00013222493],"genre_scores_gemma":[0.98377377,0.003942479,0.0037408192,0.000880741,0.00009987055,0.007460868,0.000049327162,0.000043949924,0.000008169665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924526,0.0023978201,0.0023012485,0.0012276707,0.0003859089,0.0012347463],"domain_scores_gemma":[0.9955734,0.0005494103,0.0012431508,0.0005131531,0.00021238673,0.0019084838],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004237655,0.00042803094,0.0015084754,0.00030213175,0.0005634966,0.000022575801,0.00020279747,0.00028275733,0.000044777054],"category_scores_gemma":[0.00010597948,0.00039101043,0.000027671136,0.00071257626,0.00032869747,0.00026062687,0.00028010283,0.001029342,5.589577e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011285865,0.002172026,0.6243733,0.0200694,0.000006231482,0.0000019941372,0.011852056,5.7263225e-7,0.00004660495,0.00023025453,0.000017144535,0.3401018],"study_design_scores_gemma":[0.005312462,0.009079565,0.9683246,0.00027711366,0.000021843693,0.00000417301,0.0139505565,0.0009833175,0.0000052452538,0.000117180025,0.0017212197,0.00020273641],"about_ca_topic_score_codex":0.009188622,"about_ca_topic_score_gemma":0.09210018,"teacher_disagreement_score":0.34395126,"about_ca_system_score_codex":0.0004968705,"about_ca_system_score_gemma":0.002398834,"threshold_uncertainty_score":0.9998542},"labels":[],"label_agreement":null},{"id":"W3025043627","doi":"10.2196/15338","title":"Monitoring Occupational Sitting, Standing, and Stepping in Office Employees With the W@W-App and the MetaWearC Sensor: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III","keywords":"Sitting; Concordance; mHealth; Bland–Altman plot; Limits of agreement; Sedentary behavior; Physical therapy; Wilcoxon signed-rank test; Digital health; Actigraphy; Medicine; Physical medicine and rehabilitation; Psychology; Statistics; Mathematics; Physical activity; Psychological intervention; Nursing; Circadian rhythm","score_opus":0.1233455233305032,"score_gpt":0.40695601426166733,"score_spread":0.28361049093116414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025043627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97874576,0.00063246425,0.000062018364,0.019008035,0.000023915512,0.0014108287,0.000005844262,0.00003699747,0.00007411229],"genre_scores_gemma":[0.9976491,0.0005093045,0.00014295107,0.0013236846,0.00029153968,0.0000530546,0.0000033474455,0.000013821242,0.000013213629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839306,0.0003332827,0.00028464076,0.0003271352,0.0003413672,0.00032053253],"domain_scores_gemma":[0.9987813,0.00054348994,0.00016770743,0.00012649974,0.000049759252,0.00033122374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009466043,0.00015001284,0.00041369913,0.000053659158,0.00049716077,0.000052396892,0.00004533705,0.000041732004,0.0000030281633],"category_scores_gemma":[0.000086536544,0.00008120352,0.000016603211,0.0002599396,0.00015206679,0.00013635274,0.000048235095,0.0005006317,0.0000010354612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065058894,0.0005942353,0.9331565,0.0019476702,0.00006648981,0.000011959109,0.04172899,0.000011764016,0.000069238806,0.0010093424,0.00010899801,0.014788936],"study_design_scores_gemma":[0.0051619867,0.0019326675,0.98201174,0.00013749253,0.00010392885,0.000015143933,0.009423782,0.00074035994,0.000024442073,0.00005191622,0.0002961077,0.00010040798],"about_ca_topic_score_codex":0.000596335,"about_ca_topic_score_gemma":0.00010305894,"teacher_disagreement_score":0.04885528,"about_ca_system_score_codex":0.000056986744,"about_ca_system_score_gemma":0.0002459387,"threshold_uncertainty_score":0.38238087},"labels":[],"label_agreement":null},{"id":"W3025244627","doi":"10.2196/18255","title":"Exclusively Digital Health Interventions Targeting Diet, Physical Activity, and Weight Gain in Pregnant Women: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; Psychological intervention; PsycINFO; Behavior change methods; Medicine; Systematic review; Meta-analysis; mHealth; Randomized controlled trial; Cochrane Library; MEDLINE; Weight management; Physical therapy; Gerontology; Weight loss; Nursing; Obesity; Internal medicine","score_opus":0.14192752596602437,"score_gpt":0.4650882360810434,"score_spread":0.323160710115019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025244627","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007572146,0.9846465,0.000048311445,0.0069447914,0.0000122919455,0.0078099202,0.0003813428,0.000031580836,0.000049549468],"genre_scores_gemma":[0.0014235915,0.9938409,0.00008325623,0.0013727153,0.000043209893,0.0024998898,0.00030902147,0.00004119307,0.00038627323],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99552673,0.0009018486,0.0013229762,0.0008605902,0.00053912675,0.00084872707],"domain_scores_gemma":[0.9967558,0.00044979944,0.00096817996,0.00032373698,0.000077925884,0.0014246076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001478166,0.0005313476,0.008693485,0.0005907234,0.00019139558,0.00010050242,0.00012317696,0.00009312693,0.000026152999],"category_scores_gemma":[0.00036280294,0.0003556173,0.00088152784,0.0010575679,0.00009862719,0.00017448295,0.00030565172,0.00071318436,0.000008062777],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016660413,0.00032208746,0.0000054018024,0.9556743,0.009546703,0.000021175094,0.00031231303,7.7589114e-8,4.1719397e-9,0.0001690319,0.00036615293,0.033566117],"study_design_scores_gemma":[0.0014566584,0.0048230747,0.00076422683,0.34696808,0.5549766,0.00006452387,0.00050714,0.00034111782,1.8424549e-8,0.00024029838,0.088810965,0.0010472938],"about_ca_topic_score_codex":0.000058845002,"about_ca_topic_score_gemma":0.000025108717,"teacher_disagreement_score":0.6087062,"about_ca_system_score_codex":0.00044821072,"about_ca_system_score_gemma":0.0007236614,"threshold_uncertainty_score":0.99988955},"labels":[],"label_agreement":null},{"id":"W3025421289","doi":"10.2196/18391","title":"Designing for the Co-Use of Consumer Health Technology in Self-Management of Adolescent Overweight and Obesity: Mixed Methods Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Saint Louis University","keywords":"Overweight; Weight management; Obesity; Self-management; Qualitative research; mHealth; Psychology; Medicine; Environmental health; Computer science; Psychological intervention; Psychiatry; Sociology","score_opus":0.19519258241927087,"score_gpt":0.5556926455057277,"score_spread":0.3605000630864569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025421289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8363049,0.01933038,0.0384017,0.05277337,0.0004142313,0.052025408,0.0003976158,0.0002699092,0.000082508755],"genre_scores_gemma":[0.91360825,0.01642483,0.054347787,0.0066544292,0.00006879818,0.008798272,0.00002532248,0.00005129486,0.00002098645],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99245214,0.0030114339,0.0023397123,0.0007183477,0.00030261592,0.0011757459],"domain_scores_gemma":[0.9932093,0.003584981,0.0015568897,0.00050984754,0.00024652274,0.00089243037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006152122,0.00031205063,0.0011770205,0.00033214604,0.0010542371,0.000006952043,0.00023443015,0.00023800171,0.000009059074],"category_scores_gemma":[0.00022979462,0.00024723986,0.000053416243,0.0009586149,0.00023372399,0.00009591993,0.00016855334,0.0009003279,0.00000277713],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031760845,0.0036370228,0.24178796,0.12155598,0.00030907392,0.0000044950675,0.2933448,0.000011977288,0.000059426566,0.07895715,0.017252007,0.23990403],"study_design_scores_gemma":[0.015189665,0.0053011402,0.3789023,0.0017864865,0.0003604583,0.0000044035432,0.4849912,0.0017508215,0.00006619282,0.002356242,0.10867083,0.00062025915],"about_ca_topic_score_codex":0.0007065633,"about_ca_topic_score_gemma":0.00023090777,"teacher_disagreement_score":0.23928377,"about_ca_system_score_codex":0.00024076186,"about_ca_system_score_gemma":0.0015814207,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W3025555717","doi":"10.2196/15576","title":"Effectiveness of Wearable Trackers on Physical Activity in Healthy Adults: Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart Foundation of Australia","keywords":"Activity tracker; CINAHL; Randomized controlled trial; Medicine; Cochrane Library; Meta-analysis; MEDLINE; Wearable computer; Physical therapy; Systematic review; Strictly standardized mean difference; Physical activity; Psychological intervention; Computer science; Internal medicine","score_opus":0.17504915080601768,"score_gpt":0.48379390357969215,"score_spread":0.30874475277367447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025555717","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014599232,0.95772314,0.000012031862,0.0012716146,0.00002970779,0.03906869,0.00036322928,0.00002442909,0.000047205875],"genre_scores_gemma":[0.03438722,0.9601928,0.000020472718,0.0005300803,0.00004583922,0.0047159563,0.000053639,0.000045302102,0.00000868976],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9690924,0.023749271,0.004815076,0.0009751485,0.0007678948,0.0006001935],"domain_scores_gemma":[0.9615861,0.030053152,0.0066940943,0.00062802935,0.00017528662,0.0008633345],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02152932,0.0008752133,0.13149783,0.0009106774,0.00008624932,0.000011747565,0.00014831456,0.00036261973,0.000014744271],"category_scores_gemma":[0.0053413166,0.00047137585,0.00797008,0.0018406841,0.00024374101,0.000092156624,0.000043652162,0.0012650558,0.000002684764],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11774756,0.0017143225,2.822564e-7,0.81721073,0.058308885,0.000004108515,0.00013771292,2.4521708e-7,1.2445035e-7,0.0003050967,0.0000043825917,0.004566548],"study_design_scores_gemma":[0.07081174,0.0024944989,0.000014661326,0.1746521,0.7515148,0.0000055063606,0.000015940854,0.00016044582,4.882098e-7,0.00004165317,0.00007159569,0.00021657307],"about_ca_topic_score_codex":0.00046166463,"about_ca_topic_score_gemma":0.00002028634,"teacher_disagreement_score":0.6932059,"about_ca_system_score_codex":0.00028261106,"about_ca_system_score_gemma":0.001883661,"threshold_uncertainty_score":0.9997738},"labels":[],"label_agreement":null},{"id":"W3025584259","doi":"10.2196/14346","title":"Efficiency of Text Message Contact on Medical Safety in Outpatient Surgery: Retrospective Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Retrospective cohort study; Telephone call; Outpatient surgery; Patient safety; Emergency medicine; Short Message Service; Telephone interview; Medical emergency; Surgery; Ambulatory; Health care","score_opus":0.07563064226423914,"score_gpt":0.44384210243278854,"score_spread":0.3682114601685494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025584259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9608194,0.0006299053,0.00011711619,0.023640322,0.00047046892,0.010097068,0.00014298188,0.00014011872,0.003942603],"genre_scores_gemma":[0.9787381,0.0020971668,0.000033380442,0.015706653,0.0003124241,0.002977144,0.00004573841,0.000047260306,0.00004211699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991769,0.001856607,0.002815412,0.00096613803,0.0010923309,0.0015004784],"domain_scores_gemma":[0.99360156,0.0018669569,0.0010689091,0.00055077573,0.0002181132,0.0026936901],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004561666,0.00036466078,0.001414472,0.0003507739,0.0008966366,0.000005301137,0.00029210764,0.00043688505,0.0004826434],"category_scores_gemma":[0.001507141,0.0003163773,0.00008816849,0.0011906143,0.000112115355,0.00008558259,0.0001319211,0.0021669974,0.00011079205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021345697,0.0021385704,0.93254066,0.0049679223,0.000012474404,0.000017191485,0.01574652,0.0000028037164,0.0000022722443,0.010379494,0.007377348,0.024680201],"study_design_scores_gemma":[0.0040683635,0.002814274,0.9729266,0.00045735238,0.000021303224,0.000001439508,0.0059030512,0.00038148407,0.0000012907634,0.00011521338,0.013093269,0.00021631758],"about_ca_topic_score_codex":0.0016707545,"about_ca_topic_score_gemma":0.0012373496,"teacher_disagreement_score":0.040386006,"about_ca_system_score_codex":0.0006096572,"about_ca_system_score_gemma":0.0046216464,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W3025591294","doi":"10.2196/15574","title":"Telemedicine in Chronic Wound Management: Systematic Review And Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Telemedicine; Randomized controlled trial; MEDLINE; Cohort study; Wound care; Observational study; Hazard ratio; Meta-analysis; Health care; Physical therapy; Surgery; Internal medicine; Confidence interval","score_opus":0.17192577595361774,"score_gpt":0.4832255224730502,"score_spread":0.31129974651943243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025591294","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000027245824,0.9760651,0.000025870957,0.007732527,0.000039318325,0.015736997,0.00009949801,0.000074531614,0.00022342084],"genre_scores_gemma":[0.00005612476,0.9817995,0.00022648333,0.01385129,0.00017658542,0.0027717128,0.0006704726,0.00007356531,0.0003742885],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9932034,0.00067461503,0.0034927928,0.0010835143,0.0006372152,0.0009084477],"domain_scores_gemma":[0.99613893,0.00028505342,0.0015434535,0.00073713396,0.00006927207,0.0012261568],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0020192657,0.0008058531,0.014732241,0.0012464396,0.00015254541,0.00002463167,0.0001688737,0.0002499669,0.00029722822],"category_scores_gemma":[0.00008819513,0.00053032587,0.0007669797,0.002748873,0.00009280712,0.00008604588,0.000105249266,0.0009824631,0.00002806866],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000092203345,0.00003956862,0.000010172412,0.928154,0.021401638,0.000113514194,0.00009790443,1.0854414e-8,1.2852216e-9,0.00017998304,0.0013049579,0.048689034],"study_design_scores_gemma":[0.00076872314,0.00049738,0.000095713905,0.043029703,0.66975635,0.00017617297,0.000069229274,0.0000054450634,2.4802214e-9,0.000010957514,0.2853576,0.00023274825],"about_ca_topic_score_codex":0.00019511089,"about_ca_topic_score_gemma":0.00019995215,"teacher_disagreement_score":0.88512427,"about_ca_system_score_codex":0.00071309175,"about_ca_system_score_gemma":0.0010651922,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W3025601089","doi":"10.2196/17036","title":"Haptic Nudges Increase Affected Upper Limb Movement During Inpatient Stroke Rehabilitation: Multiple-Period Randomized Crossover Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical medicine and rehabilitation; Rehabilitation; Haptic technology; Stroke (engine); Wearable computer; Randomized controlled trial; Physical therapy; Wearable technology; Medicine; Psychology; Simulation; Computer science; Engineering","score_opus":0.02124584613202756,"score_gpt":0.3292156148091053,"score_spread":0.3079697686770777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025601089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759299,0.0007928754,0.00003546806,0.015987854,0.00028794364,0.0065570883,0.000047552658,0.0001791194,0.00018217046],"genre_scores_gemma":[0.99196,0.0002256889,0.0009476673,0.005613334,0.00029990528,0.0006573019,0.000036293313,0.000043367578,0.00021644974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99647516,0.00064010546,0.0010347755,0.00068047625,0.00059773854,0.00057172973],"domain_scores_gemma":[0.9968587,0.0010791009,0.00030692236,0.0003422421,0.00020205368,0.0012109729],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072094204,0.00034161672,0.001170944,0.00024226983,0.0003699095,0.000051882213,0.000075706914,0.00012902348,0.0001519888],"category_scores_gemma":[0.0020225777,0.00026706955,0.0002676928,0.0003105294,0.00021535307,0.0001441275,0.000068648864,0.00042635272,0.000030499836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.25917348,0.004556611,0.6716104,0.009904273,0.00033867755,0.00005038325,0.047688603,0.00003204595,0.0016087168,0.00023142081,0.0011161064,0.0036892414],"study_design_scores_gemma":[0.18311279,0.00559293,0.80168015,0.00013123105,0.00019223813,0.000009183903,0.0071795383,0.0014892316,0.000028010769,0.000018402625,0.00033762772,0.0002286716],"about_ca_topic_score_codex":0.00024059294,"about_ca_topic_score_gemma":0.000033658413,"teacher_disagreement_score":0.1300697,"about_ca_system_score_codex":0.00026620724,"about_ca_system_score_gemma":0.00041946126,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W3025679002","doi":"10.2196/14494","title":"Physical Activity Monitoring Using a Fitbit Device in Ischemic Stroke Patients: Prospective Cohort Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cleveland Clinic","keywords":"Medicine; Physical therapy; Activity monitor; Stroke (engine); Ambulatory; Cohort; Physical activity; Physical medicine and rehabilitation; Internal medicine","score_opus":0.07717980745504412,"score_gpt":0.4165593970478027,"score_spread":0.3393795895927586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025679002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955132,0.00009356334,0.000011695668,0.0006139975,0.00013304956,0.0033294207,0.000019122917,0.000055614877,0.0002303052],"genre_scores_gemma":[0.9990769,0.000029412673,0.00020192299,0.00025045712,0.00031646635,0.00008947087,0.000003916837,0.000018854496,0.000012607108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826556,0.00015866077,0.00030299777,0.0005497073,0.0003426533,0.00038041512],"domain_scores_gemma":[0.9988852,0.00014397998,0.00014260526,0.00018483363,0.00010915374,0.00053424045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002697738,0.00018549764,0.0005453168,0.000086726315,0.000120277815,0.000014173288,0.000045284265,0.000075220516,0.000005394601],"category_scores_gemma":[0.0001775744,0.00016065712,0.00006660491,0.00033975765,0.000052485415,0.0001504389,0.000043882672,0.0005212019,0.0000042698225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091945555,0.002124533,0.98781174,0.00095944677,0.000018308576,0.0000031835184,0.003654905,0.0000029282974,0.00033336657,0.0000014248359,0.00002578403,0.0041449238],"study_design_scores_gemma":[0.0034763026,0.0017365025,0.9917466,0.00007973456,0.000060600712,0.000001662995,0.0017544528,0.0008525475,0.00014504218,0.000003109931,0.000032015236,0.00011141277],"about_ca_topic_score_codex":0.00031856546,"about_ca_topic_score_gemma":0.000020955596,"teacher_disagreement_score":0.004033511,"about_ca_system_score_codex":0.0005557645,"about_ca_system_score_gemma":0.00040534337,"threshold_uncertainty_score":0.6551407},"labels":[],"label_agreement":null},{"id":"W3026356348","doi":"10.2196/20214","title":"Wearability Testing of Ambulatory Vital Sign Monitoring Devices: Prospective Observational Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; National Institute for Health and Care Research","keywords":"Medicine; Vital signs; Ambulatory; Physical therapy; Prospective cohort study; Physical medicine and rehabilitation; Wrist; Rating of perceived exertion; Heart rate; Medical emergency; Surgery; Internal medicine","score_opus":0.19741361775026317,"score_gpt":0.4149452498095878,"score_spread":0.21753163205932463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026356348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953597,0.00039154172,0.000027335098,0.0012765473,0.00018925079,0.0023733273,0.000010263138,0.00020539734,0.0001666115],"genre_scores_gemma":[0.9974546,0.000028373304,0.0015372031,0.00038486507,0.00042122405,0.0001397888,0.0000068723944,0.000020933845,0.0000061714477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978563,0.00013493947,0.0006938013,0.00050470297,0.00039811022,0.00041212596],"domain_scores_gemma":[0.99836576,0.0002673154,0.00028811197,0.00023994964,0.000290229,0.0005486172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074975117,0.00018491849,0.0005488573,0.00008504625,0.00025565148,0.0000065041886,0.00008089426,0.0001589265,0.0000061907467],"category_scores_gemma":[0.0005055673,0.00017347063,0.00003595925,0.0005089999,0.00010223725,0.00011330517,0.0000552037,0.00061870035,0.0000041405674],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025840744,0.00030931388,0.9881866,0.0020803325,0.000029073224,0.000008705266,0.002064858,0.000002537994,0.000093091796,0.00004964296,0.000012005341,0.0069054393],"study_design_scores_gemma":[0.0009732957,0.0027534014,0.99390906,0.00017047241,0.0000633077,0.0000075758508,0.0016538885,0.00012316242,0.00015759995,0.000045295375,0.000036179805,0.00010673238],"about_ca_topic_score_codex":0.0002556233,"about_ca_topic_score_gemma":0.00000820974,"teacher_disagreement_score":0.006798707,"about_ca_system_score_codex":0.00018422611,"about_ca_system_score_gemma":0.00074084935,"threshold_uncertainty_score":0.7073927},"labels":[],"label_agreement":null},{"id":"W3026794076","doi":"10.2196/18370","title":"Wearable Device Heart Rate and Activity Data in an Unsupervised Approach to Personalized Sleep Monitoring: Algorithm Validation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"City University of Hong Kong","keywords":"Wearable computer; Hidden Markov model; Computer science; Polysomnography; Sleep (system call); Machine learning; Identification (biology); Wearable technology; Artificial intelligence; Actigraphy; Algorithm; Medicine; Circadian rhythm","score_opus":0.13970809690455516,"score_gpt":0.4102397019880929,"score_spread":0.27053160508353774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026794076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879542,0.0020717601,0.0010252834,0.0070105423,0.00026114416,0.0009810509,0.00004516696,0.00009091197,0.0005599174],"genre_scores_gemma":[0.9922222,0.00060732407,0.003533955,0.0031040898,0.000248047,0.000097104494,0.00010191358,0.00003679999,0.00004855822],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997463,0.000566973,0.00030787234,0.000882196,0.0001752452,0.0006047362],"domain_scores_gemma":[0.9984509,0.000084589934,0.000085565975,0.0004429952,0.000034495573,0.00090149307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008054698,0.00021144633,0.00036376005,0.00012747564,0.00024385614,0.00005716591,0.00020712097,0.00020838146,0.00003247833],"category_scores_gemma":[0.000031565043,0.0002036809,0.000017882548,0.0005076233,0.00005443632,0.0003129764,0.00009184284,0.00045999952,0.000030346564],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047027427,0.003849248,0.22028019,0.00246123,0.00024274489,0.00002988052,0.09471641,0.00013959823,0.0010868175,0.00065912225,0.0037214304,0.6681106],"study_design_scores_gemma":[0.013495933,0.0017400092,0.89553285,0.00011031098,0.00019477475,0.000034700755,0.016117722,0.05804889,0.000072647,0.00010348816,0.013620045,0.00092861184],"about_ca_topic_score_codex":0.0010856049,"about_ca_topic_score_gemma":0.000016627122,"teacher_disagreement_score":0.6752527,"about_ca_system_score_codex":0.000043097756,"about_ca_system_score_gemma":0.0001233835,"threshold_uncertainty_score":0.8305866},"labels":[],"label_agreement":null},{"id":"W3027163837","doi":"10.2196/17709","title":"Influence of Personality on mHealth Use in Patients with Diabetes: Prospective Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Agreeableness; Conscientiousness; Psychological intervention; Extraversion and introversion; Personality; Medicine; Big Five personality traits; Logistic regression; Clinical psychology; Psychology; Social psychology; Psychiatry","score_opus":0.09338527001959337,"score_gpt":0.4238932346402643,"score_spread":0.3305079646206709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027163837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979624,0.00010238097,0.000007215828,0.0034811785,0.00007548187,0.016074626,0.00023105982,0.00013542692,0.00026863767],"genre_scores_gemma":[0.97748744,0.00014303204,0.00016798175,0.016274583,0.00015410219,0.005627772,0.00005422493,0.000064953085,0.000025906777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931972,0.0012898691,0.0018955601,0.0011487777,0.00077085296,0.0016977232],"domain_scores_gemma":[0.9946056,0.0009578545,0.0011315539,0.00066129625,0.00050851953,0.002135187],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014895387,0.0004566092,0.0011067394,0.0002820233,0.0009822443,0.000011998743,0.00027750948,0.00017277364,0.000042981155],"category_scores_gemma":[0.0004280406,0.0003769582,0.000032563104,0.0012064176,0.0001814071,0.00031146433,0.000107073334,0.0017576256,0.000051221192],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036973893,0.0025064026,0.98062766,0.00502222,0.0000119017395,0.0000012109512,0.005145119,0.000054206444,0.0000012733742,0.0013417781,0.00048173833,0.0011090965],"study_design_scores_gemma":[0.00780595,0.01706898,0.9724832,0.00035798067,0.000032976357,9.2267165e-8,0.0010408306,0.00006467046,6.7702e-7,0.000074447635,0.0008271618,0.00024302403],"about_ca_topic_score_codex":0.0023756889,"about_ca_topic_score_gemma":0.0017491488,"teacher_disagreement_score":0.014562578,"about_ca_system_score_codex":0.0005494751,"about_ca_system_score_gemma":0.0025055103,"threshold_uncertainty_score":0.9998682},"labels":[],"label_agreement":null},{"id":"W3027334943","doi":"10.2196/15818","title":"Selecting Evidence-Based Content for Inclusion in Self-Management Apps for Pressure Injuries in Individuals With Spinal Cord Injury: Participatory Design Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Spinal cord injury; Medicine; Inclusion (mineral); Applied psychology; Psychology; Knowledge management; Process management; Computer science; Nursing; Engineering; Social psychology; Psychiatry","score_opus":0.29949558167474305,"score_gpt":0.5063401600334648,"score_spread":0.20684457835872178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027334943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8763306,0.0037332757,0.009565034,0.027240876,0.00023702743,0.08232462,0.00018576249,0.0003396699,0.000043111533],"genre_scores_gemma":[0.88204896,0.00067920174,0.01071341,0.014622608,0.00020989703,0.091594756,0.000039150542,0.00006935518,0.000022659884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929964,0.0014534588,0.0020136677,0.0010977271,0.00053336204,0.0019053821],"domain_scores_gemma":[0.9952841,0.0017660469,0.00093136996,0.00040929468,0.00030290542,0.0013063062],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0063736555,0.00043144403,0.00097505853,0.0004287283,0.0023194528,0.000025163381,0.00034095216,0.00027653726,0.00001245073],"category_scores_gemma":[0.0003789133,0.00037891176,0.000045317713,0.00097334414,0.00006711103,0.00024691268,0.00033650373,0.000950085,0.0000060033094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.048707254,0.00260273,0.75042856,0.062096108,0.0000791589,0.000005069546,0.025104066,0.00020915538,0.00001635592,0.004577376,0.007724511,0.098449655],"study_design_scores_gemma":[0.03901504,0.066304065,0.7328019,0.00615991,0.0006432791,0.0000014385059,0.029251257,0.013673959,0.000037222682,0.0014719872,0.10922848,0.0014114248],"about_ca_topic_score_codex":0.0005928226,"about_ca_topic_score_gemma":0.00086961314,"teacher_disagreement_score":0.10150397,"about_ca_system_score_codex":0.0004837186,"about_ca_system_score_gemma":0.0033621823,"threshold_uncertainty_score":0.9998663},"labels":[],"label_agreement":null},{"id":"W3027792238","doi":"10.2196/16747","title":"An App for Detecting Bullying of Nurses Using Convolutional Neural Networks and Web-Based Computerized Adaptive Testing: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Workplace Violence and Bullying","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Respondent; Convolutional neural network; Rasch model; Usability; Computer science; Machine learning; Receiver operating characteristic; Artificial intelligence; Applied psychology; Computerized adaptive testing; Psychology; Poison control; Psychometrics; Clinical psychology; Medicine; Human–computer interaction; Medical emergency; Developmental psychology","score_opus":0.14867594081450047,"score_gpt":0.4024949389497626,"score_spread":0.25381899813526215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027792238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920271,0.00026452067,0.0058916965,0.00033084888,0.00009918914,0.0013081848,0.000005874647,0.000064355925,0.000008211039],"genre_scores_gemma":[0.9842309,0.000011072881,0.015110561,0.00040096123,0.0001935977,0.00003960715,0.000002623008,0.000010014641,6.8802694e-7],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982266,0.0003092507,0.00040818987,0.00040577335,0.00020519062,0.00044503156],"domain_scores_gemma":[0.99848694,0.00059901737,0.00026055705,0.00006683851,0.00012611048,0.0004605653],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012601779,0.00014375542,0.00032584078,0.00005081177,0.0014142437,0.00005858232,0.000081305014,0.00007481581,0.0000016870734],"category_scores_gemma":[0.00013846162,0.0001400425,0.000016943892,0.00026660808,0.0002533365,0.00014295851,0.000035236055,0.00016345615,4.6953176e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007394699,0.00023761047,0.8824322,0.0006842334,0.0000139760605,0.000001829687,0.02093735,0.0016922464,0.0001377488,0.0001636637,0.000006930956,0.09295275],"study_design_scores_gemma":[0.0021328926,0.0013159412,0.14704624,0.00015059295,0.000038988008,0.0000019748388,0.031401273,0.81752145,0.000011382514,0.00003804849,0.000106679334,0.00023451773],"about_ca_topic_score_codex":0.00062675844,"about_ca_topic_score_gemma":0.00027688107,"teacher_disagreement_score":0.8158292,"about_ca_system_score_codex":0.00007336517,"about_ca_system_score_gemma":0.0007593485,"threshold_uncertainty_score":0.9998858},"labels":[],"label_agreement":null},{"id":"W3027896923","doi":"10.2196/16113","title":"Deep Learning Approach for Imputation of Missing Values in Actigraphy Data: Algorithm Development Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Centers for Disease Control and Prevention; Centers for Disease Control and Prevention; Korea Health Industry Development Institute; Ajou University","keywords":"Imputation (statistics); Missing data; Mean squared error; Actigraphy; Statistics; Deep learning; Computer science; Autoencoder; Artificial intelligence; Mathematics; Medicine","score_opus":0.16168078511169567,"score_gpt":0.42848581263875746,"score_spread":0.2668050275270618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027896923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.919371,0.00051959744,0.07571749,0.0021480261,0.00003176578,0.0020665172,0.000010220879,0.000051347164,0.00008402879],"genre_scores_gemma":[0.9447319,0.000104802835,0.054103762,0.00065991946,0.00016190113,0.00005664996,0.00016214832,0.000015899437,0.000003049676],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983667,0.00013385645,0.00047525682,0.00043278787,0.00023167182,0.00035969377],"domain_scores_gemma":[0.99898875,0.00013965233,0.00022016349,0.00014367339,0.00005242499,0.00045531165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068301096,0.00013266038,0.0005544078,0.00011597077,0.0001986714,0.000010415851,0.000078037854,0.000062598374,0.0000012960068],"category_scores_gemma":[0.00008273652,0.000119543925,0.00002519784,0.00032899724,0.00003335641,0.00016170168,0.000049951122,0.00036580913,4.774093e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087139284,0.0028018274,0.025599198,0.007984013,0.000037039415,0.0000038937624,0.02423779,0.000054768785,0.000048023947,0.000035622877,0.00007617909,0.93825024],"study_design_scores_gemma":[0.0075305607,0.0065877666,0.61304384,0.0001838481,0.00013140363,0.000010722736,0.009677156,0.3610461,0.00009557816,0.0002901349,0.001110423,0.00029246337],"about_ca_topic_score_codex":0.00012682546,"about_ca_topic_score_gemma":0.000016524513,"teacher_disagreement_score":0.93795776,"about_ca_system_score_codex":0.000064383596,"about_ca_system_score_gemma":0.0005577276,"threshold_uncertainty_score":0.48748598},"labels":[],"label_agreement":null},{"id":"W3028815527","doi":"10.2196/17272","title":"Influence of the Business Revenue, Recommendation, and Provider Models on Mobile Health App Adoption: Three-Country Experimental Vignette Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona","keywords":"mHealth; Download; Vignette; Business; Willingness to pay; Health care; Affect (linguistics); Internet privacy; Marketing; Medicine; Psychology; Nursing; Psychological intervention; Social psychology; World Wide Web; Economics; Computer science","score_opus":0.0810134240149801,"score_gpt":0.4361426815099632,"score_spread":0.35512925749498314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028815527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531477,0.0020707876,0.0001705295,0.026333192,0.00026466453,0.017362677,0.0002832604,0.00012933787,0.00023784401],"genre_scores_gemma":[0.94667184,0.0017003481,0.00019662977,0.03883122,0.00039837323,0.012032535,0.000055997287,0.000054627406,0.000058434893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949507,0.00092373637,0.0017397726,0.0008663449,0.00047574396,0.0010437041],"domain_scores_gemma":[0.99610716,0.00034282726,0.0013041301,0.00062814524,0.0003020552,0.0013156565],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014237565,0.00037209626,0.0007581907,0.00011446943,0.0023568848,0.00001610547,0.0002910237,0.0002188286,0.000046507805],"category_scores_gemma":[0.000102581915,0.00029296277,0.000039861072,0.0009417487,0.00017929537,0.0002709049,0.00021999286,0.0010959677,0.000020813222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056290417,0.006878643,0.44503927,0.06662029,0.00013021621,0.0000060678526,0.09939266,0.0040753647,0.0002081076,0.028507182,0.10898568,0.23452747],"study_design_scores_gemma":[0.007326343,0.0054688207,0.8603411,0.0010677904,0.00007322492,0.000011873273,0.012497667,0.0025433416,0.000011481792,0.0010633866,0.108943865,0.0006511352],"about_ca_topic_score_codex":0.0019911074,"about_ca_topic_score_gemma":0.0005897288,"teacher_disagreement_score":0.4153018,"about_ca_system_score_codex":0.0003031999,"about_ca_system_score_gemma":0.0026486013,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W3029582585","doi":"10.2196/15111","title":"Mobile Phone–Based Behavioral Interventions in Pregnancy to Promote Maternal and Fetal Health in High-Income Countries: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"mHealth; Psychological intervention; Mobile phone; Pregnancy; Psychology; Medicine; Internet privacy; Computer science; Psychiatry; Telecommunications; Biology","score_opus":0.10842113000860708,"score_gpt":0.5109714933113323,"score_spread":0.4025503633027252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029582585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023521463,0.9201425,0.00006150029,0.0050076456,0.0005356943,0.07252157,0.0012664036,0.00019594628,0.00003354225],"genre_scores_gemma":[0.00021574831,0.8376584,0.00072150934,0.0071571353,0.00016637449,0.15337294,0.00036880077,0.00017039075,0.0001687074],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9825776,0.003745234,0.008461848,0.0018245409,0.0006238396,0.0027669084],"domain_scores_gemma":[0.9906233,0.00061612984,0.003716197,0.0012051918,0.00018441021,0.0036547822],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0041671568,0.0011859649,0.008427863,0.0012633891,0.00103544,0.00004720631,0.00063924916,0.00081927114,0.0001522998],"category_scores_gemma":[0.00021720526,0.001038021,0.0003622346,0.002014344,0.00012373405,0.0001936186,0.00034309374,0.003289323,0.00036081843],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003835622,0.00019683312,0.00037797866,0.8513692,0.000011186143,0.000020175765,0.0005304104,1.7315116e-7,2.581895e-9,0.00035844403,0.0008650936,0.14623217],"study_design_scores_gemma":[0.0012577372,0.0008253079,0.000504379,0.6823779,0.0003474831,0.000025766083,0.00007400704,0.000015840069,5.4497193e-9,0.000034122426,0.3141027,0.00043476388],"about_ca_topic_score_codex":0.003547947,"about_ca_topic_score_gemma":0.004249734,"teacher_disagreement_score":0.31323764,"about_ca_system_score_codex":0.0029765512,"about_ca_system_score_gemma":0.01068091,"threshold_uncertainty_score":0.999207},"labels":[],"label_agreement":null},{"id":"W3029988610","doi":"10.2196/19494","title":"Influence of the SARS-CoV-2 Outbreak on the Uptake of a Popular Smoking Cessation App in UK Smokers: Interrupted Time Series Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; UK Research and Innovation; Department of Health and Social Care; Cancer Research UK; Wellcome Trust","keywords":"Medicine; Outbreak; Smoking cessation; Demography; Interrupted Time Series Analysis; Statistics","score_opus":0.06777778615366226,"score_gpt":0.36330912261925613,"score_spread":0.2955313364655939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029988610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990945,0.000058726735,0.000010727894,0.008319548,0.000027394302,0.0004920933,0.000017691798,0.000020342552,0.00010848135],"genre_scores_gemma":[0.99701667,0.000050833853,0.000016933673,0.0028145607,0.000030053588,0.000025483901,0.000025005336,0.00001022039,0.000010268947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846333,0.00013288797,0.0006011859,0.0002259121,0.0003703842,0.0002062878],"domain_scores_gemma":[0.9991174,0.00004115092,0.00040123882,0.0002885957,0.000073346244,0.00007829364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005380443,0.0001285061,0.00039633404,0.00016342841,0.00009023924,0.000009498256,0.00011906206,0.000096291566,0.000012136289],"category_scores_gemma":[0.00013937018,0.00007935685,0.00008530132,0.0011293407,0.000098785116,0.000069555426,0.000033973876,0.00029764124,5.3458297e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047971125,0.000097998076,0.98524356,0.0005602634,0.00006504701,0.0000020051218,0.0083435625,0.00012937991,0.0019999389,0.0003305791,0.00013219702,0.0026157529],"study_design_scores_gemma":[0.0005931415,0.00031313032,0.99525,0.00020257208,0.00032353532,0.0000028463032,0.00079869106,0.0004061645,0.0018844478,0.000050965376,0.0001160284,0.000058514415],"about_ca_topic_score_codex":0.0007591327,"about_ca_topic_score_gemma":0.00010494688,"teacher_disagreement_score":0.010006398,"about_ca_system_score_codex":0.00008076404,"about_ca_system_score_gemma":0.00017654817,"threshold_uncertainty_score":0.32360783},"labels":[],"label_agreement":null},{"id":"W3031570634","doi":"10.2196/16527","title":"The Personal Health Network Mobile App for Chemotherapy Care Coordination: Qualitative Evaluation of a Randomized Clinical Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; Gordon and Betty Moore Foundation","keywords":"Thematic analysis; Usability; Health care; Nursing; Randomized controlled trial; Medicine; Context (archaeology); Qualitative research; mHealth; Psychology; Family medicine; Psychological intervention; Sociology","score_opus":0.17773962085556466,"score_gpt":0.5280732457679077,"score_spread":0.35033362491234304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031570634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7817126,0.06337422,0.00258662,0.121858254,0.0018259037,0.028020676,0.00014613855,0.00009709874,0.00037850905],"genre_scores_gemma":[0.98256433,0.0027770149,0.00027043797,0.010057022,0.0020789949,0.002062129,0.00013132815,0.00002043918,0.000038294],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9950966,0.0023715068,0.0011629029,0.00035587102,0.0006241312,0.0003889529],"domain_scores_gemma":[0.9957938,0.0021529763,0.000698761,0.00015594429,0.0006969374,0.00050156604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013228296,0.00015685044,0.0011087285,0.000028733015,0.00036294523,0.000016215161,0.000066697656,0.00011293492,0.000022816983],"category_scores_gemma":[0.00063959655,0.00010675173,0.00030245463,0.0002350238,0.00020680399,0.000034172048,0.000012993827,0.00026219134,8.9665735e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5816938,0.00010140687,0.00015894252,0.0019178136,0.00009549656,1.14594805e-7,0.11587716,0.000004830477,2.2328716e-7,0.0009002822,0.0118880635,0.28736186],"study_design_scores_gemma":[0.8672658,0.009276235,0.00070654054,0.00016726724,0.0004099042,0.0000023175503,0.06955126,0.009854312,0.000001714431,0.00062382047,0.041972127,0.00016869653],"about_ca_topic_score_codex":0.00021223753,"about_ca_topic_score_gemma":0.00024435789,"teacher_disagreement_score":0.28719315,"about_ca_system_score_codex":0.00017403091,"about_ca_system_score_gemma":0.0028261277,"threshold_uncertainty_score":0.5013429},"labels":[],"label_agreement":null},{"id":"W3032380953","doi":"10.2196/17804","title":"Augmented Reality–Based Rehabilitation of Gait Impairments: Case Report","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Rehabilitation; Usability; Context (archaeology); Augmented reality; Balance (ability); Motion capture; Gait analysis; Gait training; Stroke (engine); Virtual reality; Physical therapy; Computer science; Medicine; Motion (physics); Human–computer interaction; Artificial intelligence; Engineering","score_opus":0.04969035233274973,"score_gpt":0.3944857025907119,"score_spread":0.3447953502579622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032380953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95533836,0.00027717993,0.00034409927,0.04218719,0.0001274011,0.0011384186,0.000039456936,0.00007853656,0.00046935419],"genre_scores_gemma":[0.9920779,0.00004893196,0.0031652905,0.004359759,0.00012671489,0.000053390824,0.000082130886,0.00001736509,0.00006852229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813336,0.00015333976,0.00080376613,0.0003552139,0.0002818277,0.0002725035],"domain_scores_gemma":[0.99818486,0.00031239848,0.00033981638,0.0002580924,0.00018230683,0.00072255393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058597676,0.00013759967,0.0004367663,0.00013346906,0.00009587771,0.000005841112,0.000027827045,0.00009915527,0.00006365932],"category_scores_gemma":[0.0005919244,0.00011667671,0.000108540364,0.0003187005,0.00011255294,0.00006561694,0.000014244713,0.00018793101,0.0000052485148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012989817,0.0046178442,0.68464434,0.09507059,0.00024398025,0.016048891,0.02296479,0.00013546042,0.001532414,0.001732159,0.08023139,0.07978828],"study_design_scores_gemma":[0.012007047,0.016005674,0.9243053,0.0006770301,0.000326251,0.010298845,0.0072588106,0.008345943,0.00015141346,0.0001971461,0.02002214,0.00040440654],"about_ca_topic_score_codex":0.0004297656,"about_ca_topic_score_gemma":0.000017890174,"teacher_disagreement_score":0.23966092,"about_ca_system_score_codex":0.00012253968,"about_ca_system_score_gemma":0.00070773927,"threshold_uncertainty_score":0.4757938},"labels":[],"label_agreement":null},{"id":"W3032936635","doi":"10.2196/17760","title":"The Mobile App Development and Assessment Guide (MAG): Delphi-Based Validity Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; European Social Fund; Fundación Grünenthal España; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; Generalitat de Catalunya; European Commission","keywords":"Mobile apps; Psychology; Delphi method; mHealth; Computer science; Applied psychology; World Wide Web; Psychological intervention; Artificial intelligence; Psychiatry","score_opus":0.18479431577975242,"score_gpt":0.5164101335676173,"score_spread":0.3316158177878649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032936635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9172198,0.0037974282,0.0016420037,0.04525555,0.00070493325,0.025245339,0.00008393132,0.00061748107,0.005433499],"genre_scores_gemma":[0.92034936,0.0034831176,0.0051980736,0.03365679,0.0007458782,0.035850313,0.00008473798,0.000087962064,0.00054379157],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930319,0.0014298774,0.0021012544,0.0010009216,0.0006501064,0.0017859049],"domain_scores_gemma":[0.9936191,0.0015995536,0.0008030878,0.0006664044,0.00027359618,0.0030382483],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004073403,0.00043658802,0.0007012427,0.00010778077,0.0071292385,0.000049750823,0.00035176083,0.00025386727,0.00007160036],"category_scores_gemma":[0.000174677,0.00032458437,0.00004848651,0.0005173509,0.00017096572,0.00010823086,0.00023702419,0.0016420848,0.00010063515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010153251,0.0013972917,0.23311526,0.011953271,0.00005353098,0.000015381065,0.016925689,0.000020325775,0.000010966913,0.010683463,0.085071795,0.6397377],"study_design_scores_gemma":[0.0026126525,0.0010028792,0.21063857,0.0000615307,0.000040151914,0.0000018718686,0.0061219768,0.0010765314,0.0000016954466,0.00010700413,0.7780872,0.00024794965],"about_ca_topic_score_codex":0.00051185215,"about_ca_topic_score_gemma":0.0008997418,"teacher_disagreement_score":0.6930154,"about_ca_system_score_codex":0.00042412744,"about_ca_system_score_gemma":0.007728049,"threshold_uncertainty_score":0.9999206},"labels":[],"label_agreement":null},{"id":"W3032965259","doi":"10.2196/15741","title":"A Digital Companion, the Emma App, for Ecological Momentary Assessment and Prevention of Suicide: Quantitative Case Series Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Risk assessment; Suicide prevention; Poison control; Psychology; Mental health; Medicine; Psychiatry; Medical emergency; Computer science","score_opus":0.1800432518810472,"score_gpt":0.47536836334719024,"score_spread":0.29532511146614304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032965259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98856574,0.0010274203,0.00022015892,0.007276829,0.00012113187,0.0022977104,0.000114752955,0.000037136953,0.0003391071],"genre_scores_gemma":[0.9979295,0.00012145086,0.0002934319,0.0010823172,0.00007147477,0.00039657453,0.000025891135,0.00001132404,0.00006804057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852264,0.00024225419,0.0004631776,0.00034186625,0.000123005,0.00030706456],"domain_scores_gemma":[0.9989213,0.00046913102,0.00022704547,0.0001232681,0.0000692837,0.00018997936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043461443,0.00015647654,0.00039733987,0.00003845679,0.00039112495,0.000029409945,0.00006689106,0.000049530823,0.000036060155],"category_scores_gemma":[0.000030657862,0.00010543064,0.000043951353,0.00013162072,0.0001410074,0.00011508582,0.00007284197,0.00016380481,0.0000023006946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030960173,0.002612339,0.8533828,0.0015104347,0.00053403154,0.00022207401,0.086582266,0.0000035247294,0.00001084108,0.018045869,0.011189689,0.022810085],"study_design_scores_gemma":[0.0024638844,0.010316462,0.8488474,0.0000068630893,0.00011707288,0.00016167847,0.13631023,0.00009518216,8.6333773e-7,0.00093402003,0.000613391,0.0001329533],"about_ca_topic_score_codex":0.00016858775,"about_ca_topic_score_gemma":0.00020170546,"teacher_disagreement_score":0.04972796,"about_ca_system_score_codex":0.000031816664,"about_ca_system_score_gemma":0.00008418583,"threshold_uncertainty_score":0.4299337},"labels":[],"label_agreement":null},{"id":"W3033044601","doi":"10.2196/16844","title":"The Mobile Health App Trustworthiness Checklist: Usability Assessment","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research; MQ: Transforming Mental Health","keywords":"Checklist; mHealth; Usability; Likert scale; Psychology; Mobile apps; Trustworthiness; Medical education; Applied psychology; Medicine; World Wide Web; Computer science; Social psychology; Psychological intervention","score_opus":0.07813281543621277,"score_gpt":0.4870110552782832,"score_spread":0.40887823984207045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033044601","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41864225,0.025536627,0.004030026,0.46812734,0.0037415219,0.060565427,0.00065696525,0.002422581,0.01627724],"genre_scores_gemma":[0.8416344,0.019792128,0.0014404895,0.088798255,0.0020718572,0.045125227,0.00018477345,0.00012001003,0.00083289156],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901296,0.002018787,0.0028553072,0.0012816002,0.0007711164,0.0029435938],"domain_scores_gemma":[0.9905279,0.0016601479,0.0014775564,0.0011242997,0.00034573986,0.0048643504],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0053463466,0.00054623344,0.0011079257,0.00009616498,0.009299698,0.000055184246,0.00061570806,0.0003895447,0.0002329492],"category_scores_gemma":[0.0002991811,0.00040144002,0.00013585285,0.0010149579,0.00039434008,0.0002024577,0.00029108016,0.002783797,0.000249707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007641233,0.00047338012,0.10152814,0.017999407,0.00003487655,0.0000037366256,0.008242115,0.00002874684,0.0000067611895,0.06973439,0.1794535,0.6217308],"study_design_scores_gemma":[0.0017673711,0.0009562125,0.13950929,0.00009844648,0.000023743793,0.000004975624,0.0034261213,0.0013262228,5.3183686e-7,0.0009583402,0.8516317,0.00029705223],"about_ca_topic_score_codex":0.0012744906,"about_ca_topic_score_gemma":0.00080811087,"teacher_disagreement_score":0.6721782,"about_ca_system_score_codex":0.00088496006,"about_ca_system_score_gemma":0.0088167805,"threshold_uncertainty_score":0.9998438},"labels":[],"label_agreement":null},{"id":"W3033062525","doi":"10.2196/14013","title":"Use of a Smartphone App for Weight Loss Versus a Paper-Based Dietary Diary in Overweight Adults: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Waist; Overweight; Medicine; mHealth; Randomized controlled trial; Weight loss; Physical therapy; Obesity; Body mass index; Weight management; Gerontology; Internal medicine; Psychological intervention","score_opus":0.08423913075478087,"score_gpt":0.4156234524817333,"score_spread":0.3313843217269524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033062525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7879094,0.007262908,0.0019289751,0.067611225,0.003119567,0.13009752,0.0009752968,0.0004217966,0.00067333144],"genre_scores_gemma":[0.83855546,0.0115626585,0.0029753468,0.030830728,0.0016590153,0.11368727,0.00049786636,0.00012178204,0.0001098721],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98932433,0.0029740382,0.0043024677,0.0010200188,0.0005363113,0.0018428406],"domain_scores_gemma":[0.9791381,0.015665216,0.0020181928,0.00061903626,0.00035270763,0.002206768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042312443,0.000562641,0.0038322506,0.00036119038,0.00085726136,0.000012809679,0.00027089802,0.0006163597,0.00019488815],"category_scores_gemma":[0.0029083847,0.00045140495,0.0004623314,0.0007555047,0.00029034255,0.0002596462,0.0000799196,0.0012302054,0.000028922408],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.967179,0.0006379241,0.0009649944,0.01022618,0.000047387013,0.000003377246,0.0016590407,0.000008525112,0.0000047127987,0.0031521511,0.007863187,0.008253504],"study_design_scores_gemma":[0.9408723,0.0019513546,0.0017284743,0.00045914986,0.00019644632,4.9057303e-7,0.00027979637,0.007274919,0.00000215714,0.00027185056,0.046648245,0.00031478258],"about_ca_topic_score_codex":0.0013864262,"about_ca_topic_score_gemma":0.0008093574,"teacher_disagreement_score":0.05064609,"about_ca_system_score_codex":0.00029689318,"about_ca_system_score_gemma":0.0050259526,"threshold_uncertainty_score":0.99979377},"labels":[],"label_agreement":null},{"id":"W3033094965","doi":"10.2196/20369","title":"Case-Initiated COVID-19 Contact Tracing Using Anonymous Notifications","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Internet privacy; Phone; Computer science; Communication source; Mobile phone; Visitor pattern; Computer security; mHealth; World Wide Web; Medicine; Medical emergency; Coronavirus disease 2019 (COVID-19); Nursing; Disease; Telecommunications; Infectious disease (medical specialty)","score_opus":0.2660711329208417,"score_gpt":0.42423658930183017,"score_spread":0.15816545638098845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033094965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54743254,0.00061803625,0.41866142,0.030575171,0.00025516932,0.0010321962,0.00007267356,0.0008474127,0.0005054149],"genre_scores_gemma":[0.95961225,0.000038291215,0.0043150717,0.035819255,0.00014361035,0.0000250347,0.000013323886,0.000024846784,0.000008334207],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972482,0.00021059008,0.0006621957,0.00082444487,0.00029927306,0.00075534644],"domain_scores_gemma":[0.9963962,0.0005567478,0.00030257873,0.00048328994,0.00009704235,0.0021641327],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004988211,0.00027292036,0.00039914838,0.00019172704,0.0009180833,0.0003416482,0.0004004152,0.00011493133,0.00001353635],"category_scores_gemma":[0.0003690262,0.00028648088,0.00006938539,0.0008888308,0.00004641012,0.00092104246,0.00014835178,0.00040591747,0.000023035016],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001479799,0.0023999582,0.045577537,0.055047993,0.00035681724,0.03305828,0.2647166,0.0076302136,0.008973894,0.32072186,0.009638922,0.25039813],"study_design_scores_gemma":[0.0069166305,0.0023305907,0.017980987,0.00037015392,0.0001855426,0.011060035,0.002883324,0.9373084,0.00035141324,0.0021141118,0.015972942,0.0025258912],"about_ca_topic_score_codex":0.001137874,"about_ca_topic_score_gemma":0.00018569712,"teacher_disagreement_score":0.92967814,"about_ca_system_score_codex":0.0004312178,"about_ca_system_score_gemma":0.0025076547,"threshold_uncertainty_score":0.99995875},"labels":[],"label_agreement":null},{"id":"W3033100354","doi":"10.2196/19457","title":"A New System for Surveillance and Digital Contact Tracing for COVID-19: Spatiotemporal Reporting Over Network and GPS","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Central South University; U.S. Department of Transportation","keywords":"Contact tracing; Internet privacy; Global Positioning System; Pandemic; Computer science; Population; Coronavirus disease 2019 (COVID-19); Transmission (telecommunications); mHealth; Disease; Computer security; Medicine; Infectious disease (medical specialty); Medical emergency; Environmental health; Telecommunications; Psychological intervention","score_opus":0.07767299889355897,"score_gpt":0.3888836172684709,"score_spread":0.31121061837491193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033100354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94564116,0.0064146887,0.023633096,0.016720567,0.00027383293,0.005305834,0.001463845,0.00038775124,0.00015921151],"genre_scores_gemma":[0.9919623,0.00015608592,0.001924152,0.0044266754,0.0009368719,0.000097188975,0.00041597214,0.000041881078,0.00003888484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997497,0.000055338023,0.0010325805,0.00063715293,0.00018589984,0.0005920128],"domain_scores_gemma":[0.99591726,0.0004556233,0.0009744189,0.00020787716,0.00007431189,0.0023704793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008145169,0.0002311556,0.0008075676,0.000042546493,0.0003093537,0.00009082221,0.000045786608,0.00010101618,0.0000037939342],"category_scores_gemma":[0.00134264,0.00021180612,0.00006626957,0.000145201,0.000041833322,0.00017144515,0.00004244133,0.00015347237,5.711037e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00466724,0.000041460644,0.8889908,0.03663728,0.00006631616,0.000063629246,0.0011636963,0.000014195359,0.000014309749,0.0008103501,0.03142392,0.03610681],"study_design_scores_gemma":[0.013309947,0.002453244,0.89999056,0.0007307818,0.00012900725,0.00035876586,0.00077221094,0.014653834,0.000003546233,0.00023688503,0.06679963,0.0005616079],"about_ca_topic_score_codex":0.00025837915,"about_ca_topic_score_gemma":0.00013716781,"teacher_disagreement_score":0.046321113,"about_ca_system_score_codex":0.00012850284,"about_ca_system_score_gemma":0.0012036497,"threshold_uncertainty_score":0.8637203},"labels":[],"label_agreement":null},{"id":"W3033190198","doi":"10.2196/16758","title":"Validation of a Mobile Version of the American Shoulder and Elbow Surgeons Standardized Shoulder Assessment Form: An Observational Randomized Crossover Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Guangzhou Science and Technology Program key projects; Natural Science Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Elbow; Physical therapy; Medicine; Intraclass correlation; Randomized controlled trial; Observational study; Shoulder joint; Physical medicine and rehabilitation; Surgery; Psychometrics","score_opus":0.10557877661066212,"score_gpt":0.44612967679435733,"score_spread":0.3405509001836952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033190198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991027,0.00019505301,0.00028548323,0.005059803,0.000116395684,0.003026925,0.00016469746,0.000023651362,0.00010100914],"genre_scores_gemma":[0.9968321,0.0003629793,0.00072929874,0.001637506,0.000086175074,0.00019066999,0.00011788918,0.000016466636,0.000026924929],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99787056,0.00034460064,0.0006957361,0.00030328377,0.0005372996,0.00024852084],"domain_scores_gemma":[0.9983325,0.0003229319,0.00058537116,0.00022765301,0.00016702936,0.0003645159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080592174,0.00017436406,0.0009661501,0.000060016726,0.00018500006,0.000014476155,0.00005645005,0.00007232445,0.00006120994],"category_scores_gemma":[0.00010641393,0.00011173389,0.0001443058,0.00026965066,0.00030541825,0.0001233414,0.000041357333,0.00019981485,2.0122586e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90753835,0.0010728237,0.075182736,0.0014987475,0.00023824992,0.0000030464219,0.0034555495,0.000036474143,0.0005854824,0.0009947643,0.0014187489,0.007975024],"study_design_scores_gemma":[0.7390742,0.007109599,0.24444883,0.000104049104,0.0013421704,0.000012455213,0.0011511643,0.0016838907,0.0027684723,0.00042086226,0.001659297,0.00022502748],"about_ca_topic_score_codex":0.00027180082,"about_ca_topic_score_gemma":0.000011328886,"teacher_disagreement_score":0.1692661,"about_ca_system_score_codex":0.000083536645,"about_ca_system_score_gemma":0.0008436253,"threshold_uncertainty_score":0.45563757},"labels":[],"label_agreement":null},{"id":"W3033218321","doi":"10.2196/18867","title":"Breast Cancer Survivors’ Perspectives on Motivational and Personalization Strategies in Mobile App–Based Physical Activity Coaching Interventions: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Insight SFI Research Centre for Data Analytics; HORIZON EUROPE Marie Sklodowska-Curie Actions; University College Dublin; European Commission; Universidad de Sevilla","keywords":"Coaching; Psychological intervention; Thematic analysis; Breast cancer; Moderation; Personalization; Psychology; Qualitative research; mHealth; Applied psychology; Medicine; Clinical psychology; Medical education; Psychotherapist; Nursing; Cancer; Social psychology; World Wide Web","score_opus":0.08802507853023207,"score_gpt":0.45505773672352884,"score_spread":0.3670326581932968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033218321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930901,0.0007938681,0.00039892434,0.0043809656,0.000047746275,0.0010318876,0.00013440021,0.000047517096,0.00007457204],"genre_scores_gemma":[0.998759,0.00016831241,0.000014458198,0.0005183137,0.0001841479,0.00029838822,0.00002858317,0.000016648122,0.000012161746],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844164,0.00043025712,0.00019825924,0.00042643154,0.00028240954,0.00022103536],"domain_scores_gemma":[0.99927753,0.00018956779,0.0001235685,0.000083471794,0.00009504386,0.00023082661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033629354,0.00016556354,0.00035399254,0.00011315205,0.00014890096,0.000035674362,0.000033202374,0.000046198682,0.000025698095],"category_scores_gemma":[0.000023567605,0.00014755428,0.00005417277,0.00030812813,0.000080201404,0.00016877934,0.000018356177,0.00033317017,8.1557744e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002912322,0.0035573617,0.082063,0.005103466,0.000050767303,0.0000072772373,0.8901455,0.000096205884,0.000041165244,0.0023493986,0.00006497259,0.013608589],"study_design_scores_gemma":[0.0016655179,0.0016703283,0.48942938,0.0002638874,0.000038125374,0.0000024962721,0.50426376,0.0024785874,0.0000032209234,0.000049198738,0.000018144548,0.00011736702],"about_ca_topic_score_codex":0.005285622,"about_ca_topic_score_gemma":0.0046285763,"teacher_disagreement_score":0.40736637,"about_ca_system_score_codex":0.00020168177,"about_ca_system_score_gemma":0.0004202043,"threshold_uncertainty_score":0.7990315},"labels":[],"label_agreement":null},{"id":"W3033302379","doi":"10.2196/17534","title":"User Engagement Among Diverse Adults in a 12-Month Text Message–Delivered Diabetes Support Intervention: Results from a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Vanderbilt University","keywords":"Randomized controlled trial; Text message; Text messaging; Intervention (counseling); Medicine; Diabetes mellitus; Psychology; Computer science; World Wide Web; Nursing; Internal medicine; Computer network","score_opus":0.06332524059255594,"score_gpt":0.40459669144065713,"score_spread":0.3412714508481012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033302379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92209667,0.0011738851,0.00011100952,0.019614806,0.0012456296,0.05178717,0.0006981043,0.00032366515,0.0029490835],"genre_scores_gemma":[0.9336993,0.004011311,0.0003910335,0.01365147,0.0012504499,0.045396138,0.0008570237,0.00007547083,0.0006678185],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9841042,0.006105672,0.005464019,0.0014891971,0.0007375692,0.0020993361],"domain_scores_gemma":[0.98843515,0.005063765,0.0026071945,0.0007549187,0.00026941852,0.0028695783],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008367118,0.0006509443,0.0035648502,0.0003562312,0.0014621835,0.000040136438,0.00043583734,0.00060169346,0.0011194957],"category_scores_gemma":[0.0026020885,0.0005419263,0.00044874777,0.0005705743,0.00026105955,0.00032288552,0.00029978718,0.0022212157,0.00025099705],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9448799,0.00069851126,0.010027926,0.0026447892,0.000084782456,0.000012786867,0.011692585,0.0000049318915,0.0000013676813,0.00068441586,0.020852927,0.008415084],"study_design_scores_gemma":[0.93844134,0.001262997,0.03191473,0.00072283327,0.00022363577,2.3143377e-7,0.0043902392,0.0022413936,8.484134e-7,0.00022098128,0.020197114,0.0003836629],"about_ca_topic_score_codex":0.0068732733,"about_ca_topic_score_gemma":0.004452427,"teacher_disagreement_score":0.021886805,"about_ca_system_score_codex":0.0004611303,"about_ca_system_score_gemma":0.0021352686,"threshold_uncertainty_score":0.99983776},"labels":[],"label_agreement":null},{"id":"W3033407237","doi":"10.2196/17447","title":"Barriers to and Facilitators of the Prescription of mHealth Apps in Australian General Practice: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Government","keywords":"mHealth; Medical prescription; Qualitative research; Medicine; Internet privacy; Psychology; Medical education; Nursing; Family medicine; Psychological intervention; Computer science; Sociology","score_opus":0.12245245375477974,"score_gpt":0.521795627287457,"score_spread":0.39934317353267723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033407237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93642294,0.0005704341,0.000058943315,0.050868254,0.00025359684,0.011174479,0.00025947092,0.00004231028,0.00034954565],"genre_scores_gemma":[0.9826691,0.00079602207,0.00085991056,0.012304429,0.0001476939,0.003038597,0.000012041223,0.00003224653,0.00013993343],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9916643,0.0037223338,0.0022582656,0.0007287202,0.0005427964,0.0010835717],"domain_scores_gemma":[0.99428153,0.00089402613,0.0011587226,0.000516417,0.00031261562,0.0028366633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003943093,0.0003005074,0.000861074,0.00023426951,0.0008443219,0.0000064319315,0.00027441216,0.0002465583,0.00005856868],"category_scores_gemma":[0.0016481095,0.00024156595,0.000051776766,0.0011668085,0.00020348471,0.00019126722,0.00017938661,0.0011490028,0.0000106560055],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026378832,0.00045594532,0.2984159,0.01768148,0.000035064902,0.0000020625544,0.63421535,0.000038353654,0.00012265342,0.015095173,0.013219603,0.01808051],"study_design_scores_gemma":[0.004263324,0.002604119,0.54242927,0.0003688938,0.00008580355,0.0000026467862,0.40310276,0.00015010104,0.000012135955,0.00056084065,0.046128172,0.00029193284],"about_ca_topic_score_codex":0.005939724,"about_ca_topic_score_gemma":0.0014157908,"teacher_disagreement_score":0.24401337,"about_ca_system_score_codex":0.0002573905,"about_ca_system_score_gemma":0.0032090584,"threshold_uncertainty_score":0.9850774},"labels":[],"label_agreement":null},{"id":"W3033411619","doi":"10.2196/17983","title":"Effect of Prior Health Knowledge on the Usability of Two Home Medical Devices: Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Usability; Pluralistic walkthrough; mHealth; Computer science; Medicine; Human–computer interaction; Nursing; Psychological intervention","score_opus":0.0960291452976473,"score_gpt":0.459865227356938,"score_spread":0.36383608205929074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033411619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661156,0.0011756619,0.000010259314,0.02869773,0.00022236026,0.0035427616,0.000024619616,0.00010342746,0.000107584005],"genre_scores_gemma":[0.9969421,0.00020609748,0.00004198729,0.0024582578,0.00021396701,0.00010821217,0.000006595664,0.00001933962,0.0000034474892],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99494725,0.0019154719,0.0013036877,0.00057503633,0.00065932574,0.0005992453],"domain_scores_gemma":[0.99550676,0.002062756,0.000491346,0.0006428938,0.00013571806,0.0011605006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066000926,0.00026172138,0.001202441,0.000103165476,0.00028238178,0.00000339532,0.00024310796,0.0002128436,0.0000498377],"category_scores_gemma":[0.0014436665,0.0001616971,0.00009777953,0.0006131544,0.00040793835,0.000039398066,0.000109908084,0.0011004417,0.000007366103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015220428,0.0011056731,0.8277612,0.015058196,0.00002862957,0.0000035532582,0.0055406936,2.802583e-7,0.0000042958536,0.00038023872,0.00015316354,0.14844204],"study_design_scores_gemma":[0.005366392,0.04725487,0.94371253,0.00078546104,0.00009224907,0.000012923136,0.0014550416,0.00028326962,0.00025053567,0.00006108379,0.0005650628,0.00016058321],"about_ca_topic_score_codex":0.000762523,"about_ca_topic_score_gemma":0.00024383201,"teacher_disagreement_score":0.14828147,"about_ca_system_score_codex":0.00017879336,"about_ca_system_score_gemma":0.0018397946,"threshold_uncertainty_score":0.6593816},"labels":[],"label_agreement":null},{"id":"W3033442186","doi":"10.2196/18465","title":"Development and Preliminary Evaluation of the Effects of an mHealth Web-Based Platform (HappyAir) on Adherence to a Maintenance Program After Pulmonary Rehabilitation in Patients With Chronic Obstructive Pulmonary Disease: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; mHealth; Physical therapy; Pulmonary rehabilitation; COPD; Randomized controlled trial; Rehabilitation; Quality of life (healthcare); Psychological intervention; Pulmonary function testing; Disease management; Disease; Nursing; Internal medicine","score_opus":0.021306118153512126,"score_gpt":0.33797068666725527,"score_spread":0.31666456851374314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033442186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95569444,0.0013022186,0.0000048712163,0.0011181703,0.000097392534,0.041672304,0.00004007234,0.000030673662,0.00003986016],"genre_scores_gemma":[0.9884306,0.000039419796,0.0008216708,0.00032929564,0.00006791547,0.010195667,0.00007266911,0.000035359906,0.000007396167],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99507904,0.0010656528,0.001107105,0.0007402889,0.0014350907,0.0005727935],"domain_scores_gemma":[0.9966934,0.0008540552,0.00058792636,0.0003964918,0.0004818694,0.0009862691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017423907,0.0003428456,0.0013310513,0.00025449795,0.00012713633,0.000010629259,0.00012938565,0.000107116924,0.0000127192225],"category_scores_gemma":[0.0011587174,0.00021920694,0.00012273551,0.0005558492,0.00039665494,0.00015698008,0.000068263056,0.0003799016,8.001808e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8251448,0.0020640907,0.04109752,0.011936803,0.000035957484,0.0000099044555,0.0010313524,0.000040594,0.00000727861,0.000036257632,0.0000046247137,0.118590765],"study_design_scores_gemma":[0.3723052,0.0071837385,0.6053712,0.0011283462,0.00019529145,8.9167673e-7,0.000114530405,0.013520037,0.000006904768,0.000053011438,0.000008481452,0.000112361166],"about_ca_topic_score_codex":0.000054635686,"about_ca_topic_score_gemma":0.00004279597,"teacher_disagreement_score":0.56427366,"about_ca_system_score_codex":0.0009692873,"about_ca_system_score_gemma":0.0056517427,"threshold_uncertainty_score":0.9999853},"labels":[],"label_agreement":null},{"id":"W3033798243","doi":"10.2196/17857","title":"An App for Classifying Personal Mental Illness at Workplace Using Fit Statistics and Convolutional Neural Networks: Survey-Based Quantitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health via Writing","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rasch model; Mental health; Convolutional neural network; Applied psychology; Psychology; Descriptive statistics; Clinical psychology; Medicine; Statistics; Artificial intelligence; Computer science; Psychiatry","score_opus":0.2527521625510356,"score_gpt":0.4879471676171808,"score_spread":0.2351950050661452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033798243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818801,0.0023403275,0.010102855,0.0010649087,0.0005830762,0.002572333,0.0013553549,0.00008594102,0.000015051681],"genre_scores_gemma":[0.9909792,0.000043721284,0.004372596,0.0036067762,0.00030085444,0.00018789778,0.0004292664,0.000057730187,0.000021992868],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99602073,0.0011649925,0.0006988478,0.0008423436,0.00031050097,0.00096257724],"domain_scores_gemma":[0.9970208,0.001198783,0.00040370208,0.00015178644,0.00010462922,0.001120303],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015123122,0.00031267517,0.00051369466,0.00008541135,0.0013176015,0.000049667902,0.00011309379,0.00013932484,0.000079314275],"category_scores_gemma":[0.00006315253,0.00033032222,0.000030593415,0.00022218398,0.00018708555,0.0001329015,0.000058097226,0.00039256611,0.000003962479],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01672346,0.0015647203,0.87560266,0.0046276264,0.00010259173,0.000044370958,0.06283393,0.0007291522,0.000024437446,0.0029671574,0.0049296063,0.029850297],"study_design_scores_gemma":[0.004050897,0.002819264,0.40747353,0.00004224085,0.000040190473,0.000020001684,0.01581017,0.5692238,3.5699696e-7,0.0000141804485,0.00021534442,0.00028999758],"about_ca_topic_score_codex":0.0007264056,"about_ca_topic_score_gemma":0.0007983266,"teacher_disagreement_score":0.5684947,"about_ca_system_score_codex":0.0003347663,"about_ca_system_score_gemma":0.00028749937,"threshold_uncertainty_score":0.99998254},"labels":[],"label_agreement":null},{"id":"W3033877931","doi":"10.2196/17852","title":"Accuracy of Sedentary Behavior–Triggered Ecological Momentary Assessment for Collecting Contextual Information: Development and Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sedentary behavior; Sitting; Context (archaeology); Sedentary lifestyle; Accelerometer; Psychology; Psychological intervention; Applied psychology; Physical activity; Physical medicine and rehabilitation; Computer science; Medicine; Geography","score_opus":0.2117482036259584,"score_gpt":0.46868588535943934,"score_spread":0.25693768173348097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033877931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98965293,0.00008960511,0.00012309935,0.0049317544,0.000053990232,0.004956067,0.00006284492,0.0000413845,0.00008831296],"genre_scores_gemma":[0.9934115,0.000076728815,0.00197646,0.0040023774,0.000094830524,0.00034172423,0.000083739214,0.000007544368,0.00000512454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817353,0.00011397529,0.0007574027,0.00029869893,0.000286719,0.00036969772],"domain_scores_gemma":[0.99828553,0.0003986086,0.00033975072,0.000118360826,0.00011198786,0.00074577896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059345755,0.00016958005,0.00067106297,0.00006443249,0.00039636076,0.000018235292,0.000053115647,0.00007783654,0.000022536475],"category_scores_gemma":[0.00011276434,0.00014199379,0.000041092328,0.00018439717,0.00006599807,0.00025554802,0.000075651435,0.00032550792,0.000001058118],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006342399,0.013091723,0.77438015,0.013020255,0.0001251752,0.000014123017,0.028270522,0.0000014089333,0.00015543296,0.00038261665,0.0018820252,0.16233416],"study_design_scores_gemma":[0.006802233,0.008540392,0.97630537,0.00004345367,0.000106282605,0.000010303117,0.006415309,0.0002897917,0.000056499266,0.00003808084,0.0012688333,0.00012345103],"about_ca_topic_score_codex":0.00014699316,"about_ca_topic_score_gemma":0.00006481563,"teacher_disagreement_score":0.2019252,"about_ca_system_score_codex":0.0002748847,"about_ca_system_score_gemma":0.0013704228,"threshold_uncertainty_score":0.5790339},"labels":[],"label_agreement":null},{"id":"W3033882961","doi":"10.2196/18132","title":"Evaluating the Effects of a Mobile Health App on Reducing Patient Care Needs and Improving Quality of Life After Oral Cancer Surgery: Quasiexperimental Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Intervention (counseling); Quality of life (healthcare); Health care; Cancer; Physical therapy; Nursing; Family medicine; Psychological intervention; Internal medicine","score_opus":0.13663435747309655,"score_gpt":0.5238646493966336,"score_spread":0.38723029192353703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033882961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549737,0.02469377,0.000016435844,0.002929805,0.00046832752,0.016675558,0.00013121676,0.00008347199,0.000027701233],"genre_scores_gemma":[0.9589383,0.0020114665,0.00016874174,0.012107941,0.0002742148,0.026412435,0.000023381212,0.00005629124,0.0000072253065],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99134487,0.0031872313,0.0027966164,0.0007487106,0.00071430893,0.0012082492],"domain_scores_gemma":[0.99244094,0.0026235161,0.0022940522,0.0005889067,0.00028334174,0.0017692461],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030070485,0.00038913207,0.0014496788,0.00021305031,0.0014557688,0.000010792851,0.00016949378,0.00018700848,0.000032836208],"category_scores_gemma":[0.00063020183,0.00029562734,0.00010139794,0.0007009997,0.000167412,0.00009421512,0.00019093567,0.0009925056,0.0000036989893],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033156297,0.0007977534,0.2299884,0.072515704,0.000041568936,8.9075763e-7,0.19335252,0.000024208843,0.00018194065,0.0003075414,0.001135547,0.49833828],"study_design_scores_gemma":[0.009319614,0.03508545,0.71049964,0.0031585651,0.00019148682,0.0000019622719,0.23679535,0.0011579829,0.00010315282,0.000034685985,0.0028291843,0.00082290877],"about_ca_topic_score_codex":0.017520271,"about_ca_topic_score_gemma":0.0007006285,"teacher_disagreement_score":0.49751538,"about_ca_system_score_codex":0.00039629062,"about_ca_system_score_gemma":0.0053935386,"threshold_uncertainty_score":0.9999496},"labels":[],"label_agreement":null},{"id":"W3033908374","doi":"10.2196/18014","title":"Health Gain, Cost Impacts, and Cost-Effectiveness of a Mass Media Campaign to Promote Smartphone Apps for Physical Activity: Modeling Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Cost–benefit analysis; Population; Cost effectiveness; Health benefits; Intervention (counseling); Quality-adjusted life year; Environmental health; Mass media; Population health; Medicine; Business; Gerontology; Advertising; Risk analysis (engineering); Nursing; Political science","score_opus":0.1610725433386207,"score_gpt":0.4945681866299128,"score_spread":0.3334956432912921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033908374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90327126,0.0010762828,0.024182491,0.016053936,0.00029545085,0.054072443,0.00077036413,0.00021897203,0.00005880223],"genre_scores_gemma":[0.95782816,0.0015440027,0.0014510062,0.007276714,0.00059093826,0.031063762,0.00011782115,0.00011599372,0.000011601118],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9923914,0.0019179176,0.001500686,0.0013387455,0.00056872517,0.0022825317],"domain_scores_gemma":[0.99039984,0.0021151898,0.00092313014,0.00062522717,0.00046013604,0.005476452],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045663672,0.0005746619,0.0019664483,0.00028383487,0.0018481186,0.000022012886,0.0002675986,0.00028789203,0.000009671949],"category_scores_gemma":[0.0006710918,0.0005302253,0.00009966062,0.00092820934,0.000102846876,0.00019603696,0.00017839245,0.0011895326,0.000020883263],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025414666,0.0053038,0.038910117,0.17137796,0.0001621291,0.000007889211,0.109539196,0.000554753,0.0010602869,0.006472861,0.008468578,0.63272774],"study_design_scores_gemma":[0.07735708,0.049183737,0.4496949,0.009156726,0.0008605267,0.000034127435,0.058246236,0.2832655,0.0002608244,0.005616208,0.061998866,0.004325263],"about_ca_topic_score_codex":0.0015258429,"about_ca_topic_score_gemma":0.0006797776,"teacher_disagreement_score":0.6284025,"about_ca_system_score_codex":0.0006023955,"about_ca_system_score_gemma":0.0046000737,"threshold_uncertainty_score":0.9997149},"labels":[],"label_agreement":null},{"id":"W3033969121","doi":"10.2196/18495","title":"Smartphone Apps Targeting Physical Activity in People With Rheumatoid Arthritis: Systematic Quality Appraisal and Content Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; App store; Population; Physical therapy; World Wide Web; Computer science","score_opus":0.09236070624063179,"score_gpt":0.42294777778532355,"score_spread":0.33058707154469175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033969121","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12670286,0.86925745,0.0000632202,0.00046962593,0.000045607656,0.0032612944,0.00008955166,0.000079062236,0.00003131934],"genre_scores_gemma":[0.15819578,0.84057426,0.00010126368,0.00006238753,0.000086932014,0.0007725537,0.00014022009,0.000056978966,0.000009603567],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99458665,0.0014397533,0.0012846416,0.0009807734,0.00074740965,0.0009607796],"domain_scores_gemma":[0.99615884,0.0010803925,0.000865525,0.00044236545,0.00010457793,0.0013482814],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015660085,0.00064698653,0.0070699127,0.0005360183,0.0002650438,0.000104013656,0.00012511596,0.00023046182,0.000010349869],"category_scores_gemma":[0.00032258598,0.00045419845,0.00035014597,0.0014190899,0.00021609015,0.00015130204,0.00010074011,0.0012549236,0.0000127704825],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041307486,0.0005107586,0.0035635645,0.4880321,0.00081254944,0.00007221909,0.001989727,1.5014285e-7,6.124056e-7,0.00021627246,0.000051432835,0.50433755],"study_design_scores_gemma":[0.025596796,0.0076501616,0.09550577,0.70526165,0.0029797978,0.002122631,0.011215167,0.0022537627,0.0000026113019,0.00006720364,0.14305359,0.0042908327],"about_ca_topic_score_codex":0.0014310295,"about_ca_topic_score_gemma":0.0012192357,"teacher_disagreement_score":0.50004673,"about_ca_system_score_codex":0.00021081555,"about_ca_system_score_gemma":0.0013245804,"threshold_uncertainty_score":0.99979097},"labels":[],"label_agreement":null},{"id":"W3034002882","doi":"10.2196/17914","title":"Using Internet of Things to Reduce Office Workers’ Sedentary Behavior: Intervention Development Applying the Behavior Change Wheel and Human-Centered Design Approach","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Nottingham","keywords":"Psychological intervention; Behavior change methods; Applied psychology; Behavior change; Activity tracker; Wearable computer; mHealth; Psychosocial; Psychology; Medicine; Computer science; Nursing; Social psychology; Embedded system","score_opus":0.3689983624999649,"score_gpt":0.44059353862861295,"score_spread":0.07159517612864802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034002882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98888457,0.00036521888,0.0037673656,0.0012055589,0.00006794488,0.0056133256,0.000006619519,0.000046640536,0.00004277336],"genre_scores_gemma":[0.98616564,0.000042383246,0.00850607,0.0033607585,0.00017412273,0.0016679645,0.00003563835,0.00002767034,0.000019774196],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980618,0.00018083327,0.0005639303,0.00044667293,0.0003047679,0.00044199018],"domain_scores_gemma":[0.99872935,0.00004900599,0.0002847431,0.00017018341,0.000055785145,0.00071092066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056603394,0.00021469154,0.00051099097,0.00009819303,0.00029290345,0.0000274953,0.00011567528,0.00009606537,0.0000095942505],"category_scores_gemma":[0.00001473654,0.00017058953,0.000056267556,0.00023501427,0.00008307028,0.00019580903,0.00014401217,0.0004716398,0.0000023879763],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00700423,0.010067616,0.15877654,0.025144069,0.00014366105,0.00004634511,0.12806068,0.0000042961233,0.01214572,0.00052846066,0.001521918,0.6565565],"study_design_scores_gemma":[0.0052289823,0.0044406084,0.9733189,0.0017037684,0.00065606873,0.0001350472,0.007581291,0.0024007247,0.0015920115,0.000021279116,0.002374732,0.00054659904],"about_ca_topic_score_codex":0.0019205951,"about_ca_topic_score_gemma":0.000030315407,"teacher_disagreement_score":0.81454235,"about_ca_system_score_codex":0.00019706509,"about_ca_system_score_gemma":0.00020356418,"threshold_uncertainty_score":0.6956439},"labels":[],"label_agreement":null},{"id":"W3034055577","doi":"10.2196/17083","title":"Identification of Type 2 Diabetes Management Mobile App Features and Engagement Strategies: Modified Delphi Approach","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King Saud University","keywords":"Delphi method; mHealth; Medicine; Diabetes management; Population; Type 2 Diabetes Mellitus; Ranking (information retrieval); Family medicine; Type 2 diabetes; Self-management; Medical education; Gerontology; Diabetes mellitus; Nursing; Psychological intervention; Computer science; Environmental health","score_opus":0.09082521132004212,"score_gpt":0.4302756978831177,"score_spread":0.3394504865630756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034055577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95861703,0.010090199,0.002400146,0.006051744,0.00042860932,0.014496584,0.00015503573,0.0003728129,0.0073878523],"genre_scores_gemma":[0.97507393,0.010374774,0.0014538224,0.005244306,0.0002822086,0.0071876007,0.00015076966,0.000045726105,0.00018686407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9956762,0.00059690897,0.0015335175,0.00078080484,0.0003810474,0.0010315056],"domain_scores_gemma":[0.9969044,0.00028663082,0.00082680694,0.0004848769,0.00020740708,0.0012898803],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016337882,0.00030764454,0.000612897,0.00018673364,0.0012091707,0.000025849304,0.00023422597,0.00026482818,0.000039275197],"category_scores_gemma":[0.00005679192,0.00028432868,0.00004212764,0.0006145813,0.00014794705,0.00017667402,0.00016854564,0.0008499404,0.000028084545],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019027704,0.0014550474,0.01929385,0.21976995,0.00018725348,0.0000046395394,0.060401287,0.0005871928,0.00088589767,0.38409352,0.08292806,0.22849053],"study_design_scores_gemma":[0.014730106,0.004482802,0.5069922,0.0009114869,0.00086186494,0.000011386083,0.14245728,0.030633936,0.00009561162,0.010464066,0.28614137,0.0022178649],"about_ca_topic_score_codex":0.00010797129,"about_ca_topic_score_gemma":0.000014509403,"teacher_disagreement_score":0.48769838,"about_ca_system_score_codex":0.00011407726,"about_ca_system_score_gemma":0.0007497584,"threshold_uncertainty_score":0.9999609},"labels":[],"label_agreement":null},{"id":"W3034077082","doi":"10.2196/16898","title":"Creating a Smartphone App for Caregivers of Children With Atopic Dermatitis With Caregivers, Health Care Professionals, and Digital Health Experts: Participatory Co-Design","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lee Kong Chian School of Medicine, Nanyang Technological University; Imperial College London; Nanyang Technological University; National Institute for Health and Care Research","keywords":"Focus group; Empowerment; Participatory design; Digital health; Medical education; mHealth; Psychology; eHealth; Health care; Nursing; Medicine; Psychological intervention; Engineering","score_opus":0.04152325054494047,"score_gpt":0.35053632789053357,"score_spread":0.3090130773455931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034077082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9490717,0.023561934,0.001120444,0.021362245,0.000039898154,0.0040849526,0.00048550186,0.00014234011,0.00013099897],"genre_scores_gemma":[0.9877655,0.00060744776,0.0014638847,0.009434715,0.00008927837,0.00022909435,0.00035017714,0.000040720268,0.000019217567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977725,0.00018143629,0.0005298408,0.000521378,0.00031248,0.0006823738],"domain_scores_gemma":[0.9975559,0.00017757887,0.0004678382,0.00021605522,0.0001380379,0.0014446044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014821193,0.00029721795,0.0009170534,0.00009904629,0.0005393714,0.000022296661,0.00007285193,0.00010373283,0.000008905713],"category_scores_gemma":[0.000043813707,0.00022335022,0.00004860562,0.00018149386,0.00030138245,0.00017515269,0.000028909266,0.00021204626,8.1531533e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032592723,0.00048093774,0.7180364,0.025613278,0.00028896195,0.000047253365,0.1444011,0.000007566543,0.0000013586341,0.00020428022,0.08595157,0.021708036],"study_design_scores_gemma":[0.02387593,0.014025485,0.8115599,0.0032917743,0.00033327113,0.00067102665,0.14050086,0.00026163022,0.00009374645,0.00002251826,0.004572823,0.000791003],"about_ca_topic_score_codex":0.0002572952,"about_ca_topic_score_gemma":0.000064704764,"teacher_disagreement_score":0.09352355,"about_ca_system_score_codex":0.00013508393,"about_ca_system_score_gemma":0.003028464,"threshold_uncertainty_score":0.91079575},"labels":[],"label_agreement":null},{"id":"W3034138085","doi":"10.2196/18531","title":"Effectiveness of a 3-Month Mobile Phone–Based Behavior Change Program on Active Transportation and Physical Activity in Adults: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Physical therapy; Medicine; Intervention (counseling); mHealth; Population; Quality of life (healthcare); Behavior change; Gerontology; Psychological intervention; Nursing; Environmental health","score_opus":0.05003647094209695,"score_gpt":0.39999945320578323,"score_spread":0.3499629822636863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034138085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96564776,0.0001016801,0.000014080523,0.0009330877,0.000057681133,0.033067375,0.00007780851,0.00006446168,0.00003606065],"genre_scores_gemma":[0.9786133,0.00018687974,0.00004142351,0.00035788745,0.0002119006,0.020511495,0.00005394088,0.000022214326,9.2758177e-7],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974494,0.00087083946,0.00044387052,0.00049530686,0.00033655428,0.00040404793],"domain_scores_gemma":[0.9975138,0.0012987253,0.0003812798,0.00012987338,0.00006979324,0.000606545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066553586,0.0002677838,0.0026380864,0.000123825,0.000084895204,0.0000071097143,0.00003835143,0.00014294454,0.0000037738566],"category_scores_gemma":[0.000111639725,0.0002003302,0.0002095788,0.00029687342,0.00017879305,0.00014258797,0.0000061278743,0.00054517685,9.859882e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91980547,0.011689134,0.00028746208,0.00725852,0.000027746808,0.000008877079,0.0031870452,0.0000012696567,0.0002417249,0.00010126766,0.0000015643401,0.057389915],"study_design_scores_gemma":[0.8564409,0.016794402,0.12143285,0.0006293427,0.00026271344,5.639649e-7,0.00013293246,0.0034641437,0.0006654631,0.000032516615,0.00000654676,0.00013759267],"about_ca_topic_score_codex":0.00068262016,"about_ca_topic_score_gemma":0.00006465791,"teacher_disagreement_score":0.12114539,"about_ca_system_score_codex":0.000106783584,"about_ca_system_score_gemma":0.00041399745,"threshold_uncertainty_score":0.81692284},"labels":[],"label_agreement":null},{"id":"W3034235209","doi":"10.2196/16596","title":"Effects of an mHealth Brisk Walking Intervention on Increasing Physical Activity in Older People With Cognitive Frailty: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Intervention (counseling); Physical therapy; Cognition; Medicine; Physical activity; Gerontology; Physical medicine and rehabilitation; Psychological intervention; Psychology; Nursing; Psychiatry","score_opus":0.03198494265994898,"score_gpt":0.3697851396351011,"score_spread":0.3378001969751521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034235209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183435,0.00021546647,0.0003817755,0.0028162792,0.00014435525,0.014356567,0.000014568697,0.0000913314,0.00014528322],"genre_scores_gemma":[0.9967904,0.00017639389,0.00015278187,0.0014714275,0.00047131313,0.0008332839,0.000037991962,0.000051868417,0.000014556275],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99482363,0.0024848778,0.0008159246,0.0006648043,0.00058925664,0.0006214828],"domain_scores_gemma":[0.9944504,0.0035487865,0.00079970696,0.00019627193,0.00013789593,0.00086693245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018198346,0.00037930318,0.0029879303,0.00024512468,0.00013392461,0.00002394054,0.00007875485,0.00012789117,0.000010658688],"category_scores_gemma":[0.0017236379,0.0002797285,0.00021346657,0.00043334166,0.00016056924,0.0001995723,0.000035942667,0.0008254494,0.0000035196547],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.954021,0.004227466,0.0010278729,0.0059851264,0.0000979404,0.000025938962,0.006290308,0.0000020410562,0.00011878002,0.00004370529,0.000018900593,0.028140957],"study_design_scores_gemma":[0.8419626,0.01832584,0.13234195,0.002019487,0.00048493705,0.000015106248,0.00034770925,0.0039771786,0.00030347673,0.00003992718,0.0000016234574,0.00018020858],"about_ca_topic_score_codex":0.0022083751,"about_ca_topic_score_gemma":0.00033159673,"teacher_disagreement_score":0.13131407,"about_ca_system_score_codex":0.00017409892,"about_ca_system_score_gemma":0.00056275545,"threshold_uncertainty_score":0.9999655},"labels":[],"label_agreement":null},{"id":"W3034308142","doi":"10.2196/18782","title":"Feasibility of a Novel Mobile C-Reactive Protein–Testing Device Using Gold-Linked Electrochemical Immunoassay: Clinical Performance Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Kanazawa University","keywords":"Immunoassay; Gold standard (test); Colloidal gold; Medicine; Internal medicine; Materials science; Nanotechnology; Immunology; Antibody; Nanoparticle","score_opus":0.16200863572545943,"score_gpt":0.39733701375934966,"score_spread":0.23532837803389023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034308142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976073,0.00019098219,0.0006349238,0.00006731764,0.00005345092,0.0012451762,0.000007484681,0.00014040494,0.00005296626],"genre_scores_gemma":[0.99739695,0.000029428787,0.0022274794,0.00010396632,0.00017047902,0.000040555213,0.0000026158416,0.000026145346,0.0000023656428],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99818015,0.00008231601,0.00075437786,0.00037100865,0.00019267977,0.00041948253],"domain_scores_gemma":[0.9990427,0.00012436972,0.00015728557,0.00017710775,0.000107442764,0.00039111357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057390315,0.00019018986,0.00047387165,0.000040015428,0.00009956006,0.0000150108,0.000090951944,0.00014407565,0.0000029128842],"category_scores_gemma":[0.00014303195,0.00017637364,0.000057264002,0.00043132764,0.00006502236,0.00010420132,0.000038876788,0.00066890876,0.0000020053697],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025822686,0.0046976977,0.23117152,0.01939667,0.00026677354,0.000010176066,0.0043825493,0.0020846038,0.65222836,0.00007358932,0.000049229464,0.08305657],"study_design_scores_gemma":[0.002700275,0.003382169,0.1801363,0.00017569424,0.000105036845,0.000014091563,0.000574557,0.8091779,0.0033006265,0.000013244266,0.000051813877,0.0003683436],"about_ca_topic_score_codex":0.00007797823,"about_ca_topic_score_gemma":0.0000055527294,"teacher_disagreement_score":0.80709326,"about_ca_system_score_codex":0.00011707938,"about_ca_system_score_gemma":0.00014753992,"threshold_uncertainty_score":0.7192308},"labels":[],"label_agreement":null},{"id":"W3034409120","doi":"10.2196/15284","title":"Comparing a Mobile Phone Automated System With a Paper and Email Data Collection System: Substudy Within a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Data collection; Medicine; mHealth; Randomized controlled trial; Mobile phone; Phone; Medical emergency; Computer science; Nursing; Psychological intervention; Surgery; Telecommunications; Statistics","score_opus":0.09213534657916779,"score_gpt":0.4190245071006578,"score_spread":0.32688916052149003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034409120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892623,0.0046006544,0.0012397189,0.0046983715,0.0011588013,0.09416809,0.00013360294,0.0028343298,0.001904107],"genre_scores_gemma":[0.9229397,0.001173333,0.0008824361,0.0035124812,0.0007291368,0.07030592,0.00023476662,0.00009671547,0.00012547581],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9883652,0.0041596834,0.0037137133,0.0014925838,0.0006991215,0.0015697193],"domain_scores_gemma":[0.99112886,0.002219755,0.0024249637,0.0010487381,0.00036042914,0.0028172596],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0073726657,0.00063252787,0.0042246915,0.00027074546,0.0034628098,0.00006569485,0.00038972276,0.00044916198,0.000034705947],"category_scores_gemma":[0.00040518845,0.00045239527,0.000098851575,0.0010114182,0.0002477599,0.00032893496,0.0002600869,0.0013918276,0.00007504285],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94945157,0.00027320068,0.0025383881,0.02642646,0.00015531208,0.000011222833,0.008059228,0.000022137332,0.0000054243874,0.0049418346,0.0077995756,0.00031566306],"study_design_scores_gemma":[0.79700595,0.0011348053,0.0011793658,0.0008962609,0.0004977573,0.00004111988,0.012198492,0.18472327,2.4943782e-7,0.000005982659,0.0019745564,0.00034220697],"about_ca_topic_score_codex":0.0038346634,"about_ca_topic_score_gemma":0.0014591662,"teacher_disagreement_score":0.18470113,"about_ca_system_score_codex":0.00055076473,"about_ca_system_score_gemma":0.0040870956,"threshold_uncertainty_score":0.99979275},"labels":[],"label_agreement":null},{"id":"W3034524550","doi":"10.2196/16953","title":"Validity and Usability of a Smartphone Image-Based Dietary Assessment App Compared to 3-Day Food Diaries in Assessing Dietary Intake Among Canadian Adults: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Concordia University; University of British Columbia; McGill University","funders":"","keywords":"Usability; Medicine; Randomized controlled trial; System usability scale; Cohen's kappa; Physical therapy; Gerontology; Computer science; Web usability; Statistics; Internal medicine; Mathematics","score_opus":0.0599028457391155,"score_gpt":0.3634183004261035,"score_spread":0.30351545468698804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034524550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692362,0.00091683737,0.00008661283,0.021680303,0.00019292113,0.007475217,0.00017089436,0.000033646415,0.00020735133],"genre_scores_gemma":[0.9925525,0.0004003483,0.0016700877,0.004206899,0.00023754676,0.0007790809,0.00013388757,0.00001755886,0.0000020537548],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99648494,0.0007924809,0.0012601381,0.00051799277,0.00037472055,0.0005697214],"domain_scores_gemma":[0.9962138,0.0016189391,0.00032321378,0.00018410795,0.00016973623,0.0014901962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021765523,0.00028895857,0.002609131,0.00017439976,0.00027080622,0.00003897173,0.00006454812,0.00011337883,0.000028745082],"category_scores_gemma":[0.0009983875,0.00022787727,0.00016840422,0.00030648345,0.00036685824,0.00010821529,0.000047930393,0.0003805258,7.139944e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.842824,0.0006597009,0.14971064,0.0038147378,0.00008312009,0.00001748401,0.0011234102,0.0000056464532,0.000014336223,0.00002758883,0.00082217826,0.0008971465],"study_design_scores_gemma":[0.53398305,0.0018326998,0.4608869,0.00025470078,0.00014230642,9.08839e-7,0.00075600675,0.0018693488,0.0000029471619,0.00008411038,0.00005799541,0.00012904374],"about_ca_topic_score_codex":0.053333916,"about_ca_topic_score_gemma":0.08927127,"teacher_disagreement_score":0.31117624,"about_ca_system_score_codex":0.0002584952,"about_ca_system_score_gemma":0.0016059174,"threshold_uncertainty_score":0.95297},"labels":[],"label_agreement":null},{"id":"W3034706894","doi":"10.2196/19721","title":"Patient Experiences of Rehabilitation and the Potential for an mHealth System with Biofeedback After Breast Cancer Surgery: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"mHealth; Breast cancer; Rehabilitation; Medicine; Thematic analysis; Context (archaeology); Population; Physical therapy; Nursing; Qualitative research; Cancer; Psychological intervention","score_opus":0.036200626299314184,"score_gpt":0.3757026010387656,"score_spread":0.33950197473945143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034706894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98503673,0.001622202,0.00009242882,0.009998599,0.00018816543,0.0028547947,0.00016504331,0.00003235373,0.0000096923195],"genre_scores_gemma":[0.9962988,0.00014209193,0.00008349667,0.0014830475,0.000187355,0.0017654824,0.000016107477,0.000020522775,0.000003078991],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978173,0.0005713421,0.0005413091,0.0004151837,0.00034114995,0.0003137429],"domain_scores_gemma":[0.99836564,0.00038135977,0.00031850144,0.00017980984,0.00025057813,0.0005041018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008898798,0.00017405966,0.0006255734,0.00006651791,0.0001892374,0.000018618764,0.000038932936,0.0000536158,0.00000839257],"category_scores_gemma":[0.000028154822,0.00010258422,0.00005360582,0.00025322745,0.00028800772,0.000106448686,0.000018430259,0.00013059661,2.1376428e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02382653,0.00021736811,0.019056922,0.007481813,0.000035870526,0.0000021185783,0.93835723,0.0000015653327,0.0000017049182,0.00019242623,0.00020710367,0.010619369],"study_design_scores_gemma":[0.0029671583,0.0044053737,0.11478647,0.00024325495,0.0001261999,0.000015772877,0.8769603,0.00032603333,0.000001708309,0.000010491832,0.00005180085,0.00010547482],"about_ca_topic_score_codex":0.004800485,"about_ca_topic_score_gemma":0.0016391191,"teacher_disagreement_score":0.095729545,"about_ca_system_score_codex":0.00008712232,"about_ca_system_score_gemma":0.000601532,"threshold_uncertainty_score":0.7256929},"labels":[],"label_agreement":null},{"id":"W3034749861","doi":"10.2196/17057","title":"Cost-Effective Smartphone-Based Articulable Endoscope Systems for Developing Countries: Instrument Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Research Foundation of Korea; National Research Foundation","keywords":"Endoscope; USB; Computer science; Usability; Joystick; Computer hardware; Simulation; Medicine; Human–computer interaction; Surgery; Software","score_opus":0.0868881694612509,"score_gpt":0.3727744620250407,"score_spread":0.28588629256378983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034749861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92835146,0.001262524,0.05325919,0.005286279,0.0016659474,0.009846201,0.000059909282,0.00014134498,0.00012711952],"genre_scores_gemma":[0.992647,0.00015947367,0.00006702352,0.004964496,0.00009382273,0.0017832104,0.0002184712,0.000014402544,0.000052081174],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984273,0.0003423466,0.00043753625,0.0003555817,0.00006768137,0.00036959295],"domain_scores_gemma":[0.9992048,0.00020961468,0.00019906198,0.00010948763,0.00012511671,0.00015189545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046413118,0.00015921799,0.00032655627,0.000066651475,0.00040640676,0.000040267612,0.000053689357,0.0001279603,0.000058070884],"category_scores_gemma":[0.000122503,0.00013805024,0.000027248916,0.0001883531,0.00005293415,0.000089681336,0.000020969084,0.00013665152,0.000098855984],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029229458,0.0060768607,0.3762634,0.06381338,0.001316944,0.000022461296,0.061041232,0.0013491192,0.0077361222,0.030361865,0.124915145,0.29787397],"study_design_scores_gemma":[0.032072764,0.011128841,0.09942595,0.00045166616,0.00034430888,0.000024020099,0.00798527,0.0034671198,0.0066626887,0.000054680328,0.8375115,0.00087122206],"about_ca_topic_score_codex":0.00012091789,"about_ca_topic_score_gemma":0.00002349349,"teacher_disagreement_score":0.7125963,"about_ca_system_score_codex":0.00013537421,"about_ca_system_score_gemma":0.00040695502,"threshold_uncertainty_score":0.5629525},"labels":[],"label_agreement":null},{"id":"W3034858636","doi":"10.2196/16862","title":"Using Natural Language Processing and Sentiment Analysis to Augment Traditional User-Centered Design: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Aging; National Institute on Drug Abuse; Wellcome Trust; Dartmouth College","keywords":"Usability; Computer science; Sentiment analysis; Heuristic evaluation; User-centered design; Human–computer interaction; Artificial intelligence","score_opus":0.2331635771528415,"score_gpt":0.48590473370734666,"score_spread":0.25274115655450513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034858636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97632456,0.0022250183,0.0058782757,0.0072033643,0.000119814926,0.008036791,0.000055650235,0.00012338214,0.000033143242],"genre_scores_gemma":[0.9726372,0.00012092066,0.014165907,0.010293116,0.00023427454,0.0024201304,0.000055609362,0.000031060834,0.000041799263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99531466,0.0007804486,0.0013406989,0.0010116257,0.0004645267,0.0010880451],"domain_scores_gemma":[0.9962883,0.00029688168,0.00043432237,0.00027030305,0.00013802024,0.002572177],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016693523,0.000346431,0.0007421567,0.00027544785,0.0023073514,0.000041823158,0.00012560583,0.00014071153,0.000055907527],"category_scores_gemma":[0.00007955368,0.00031665427,0.000038325903,0.000895186,0.000074879434,0.00015393691,0.0001678978,0.00067114143,0.000011624732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020128586,0.0017834924,0.5672056,0.01379133,0.0003246018,0.000019510258,0.14839971,0.000087384775,0.00018857636,0.0005125419,0.0019123596,0.26376206],"study_design_scores_gemma":[0.00371286,0.00075346534,0.95326036,0.00017241847,0.00046804664,0.000007480008,0.019472135,0.013696481,0.000014809981,0.000033019078,0.007915509,0.00049339904],"about_ca_topic_score_codex":0.00039734322,"about_ca_topic_score_gemma":0.00039204626,"teacher_disagreement_score":0.3860548,"about_ca_system_score_codex":0.00045755596,"about_ca_system_score_gemma":0.0016631891,"threshold_uncertainty_score":0.99992853},"labels":[],"label_agreement":null},{"id":"W3034920923","doi":"10.2196/17699","title":"Using Smart Bracelets to Assess Heart Rate Among Students During Physical Education Lessons: Feasibility, Reliability, and Validity Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund of China; Science and Technology Commission of Shanghai Municipality; Shanghai University of Sport","keywords":"Intraclass correlation; Physical therapy; Context (archaeology); Medicine; Wrist; Reliability (semiconductor); Standard error; Validity; Heart rate; Treadmill; Psychology; Psychometrics; Surgery; Statistics; Blood pressure; Mathematics; Internal medicine; Clinical psychology","score_opus":0.218047933549596,"score_gpt":0.4772388892019476,"score_spread":0.2591909556523516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034920923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787942,0.00007124701,0.000029125433,0.016690558,0.00019511068,0.00408142,0.000014524453,0.000091049944,0.00003274254],"genre_scores_gemma":[0.99520236,0.000030211368,0.0003099321,0.0037446665,0.00053431635,0.00011140007,0.000007272234,0.000029108418,0.00003075041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996727,0.000806339,0.00061570917,0.0008591747,0.00036231373,0.0006294966],"domain_scores_gemma":[0.9972421,0.00023691535,0.00013430612,0.00042620196,0.00012663251,0.0018338611],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002096581,0.00027414755,0.00079701707,0.00009394606,0.00041421558,0.00009410758,0.00009619422,0.000102365826,0.0000115190915],"category_scores_gemma":[0.00047565615,0.00025674063,0.00006461496,0.0003210318,0.00008839078,0.0002528443,0.00021471169,0.000515139,0.000009270711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027504243,0.0025641592,0.9871554,0.001818671,0.000015490194,0.0000029114492,0.005234611,0.000009151767,0.0018507746,0.000025187288,0.00007434979,0.0009742466],"study_design_scores_gemma":[0.0019640173,0.0010693464,0.9935042,0.00010901963,0.0001093438,0.000011605379,0.0015035636,0.001054354,0.00010726823,0.000065698805,0.0003129343,0.00018860243],"about_ca_topic_score_codex":0.00063383946,"about_ca_topic_score_gemma":0.000060390903,"teacher_disagreement_score":0.016408121,"about_ca_system_score_codex":0.0003628368,"about_ca_system_score_gemma":0.0011444642,"threshold_uncertainty_score":0.9999885},"labels":[],"label_agreement":null},{"id":"W3034954840","doi":"10.2196/19585","title":"User-Dependent Usability and Feasibility of a Swallowing Training mHealth App for Older Adults: Mixed Methods Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Computer science; Mobile apps; Swallowing; Human–computer interaction; Multimedia; Psychology; Medicine; Applied psychology; World Wide Web; Psychological intervention; Nursing","score_opus":0.24768045714257714,"score_gpt":0.5337003657435435,"score_spread":0.2860199086009664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034954840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685243,0.00064018916,0.009869557,0.006040901,0.0006539086,0.013630503,0.00008490922,0.0002103177,0.00034544582],"genre_scores_gemma":[0.9778395,0.0002530247,0.016491313,0.003663612,0.00026323553,0.0012910209,0.000030850606,0.000057927213,0.000109504486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925184,0.0024897973,0.0019536589,0.0012413055,0.0004811432,0.0013156607],"domain_scores_gemma":[0.9954656,0.0015893965,0.0008641886,0.0005450368,0.00023098444,0.0013048061],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008176886,0.00042585182,0.0012779555,0.00014565977,0.0011625034,0.000023624887,0.0002645217,0.00015564864,0.00006461203],"category_scores_gemma":[0.000549064,0.0003806959,0.00008216944,0.00038147919,0.00011837726,0.00024751615,0.000328927,0.00082162913,0.0000038829253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072438624,0.003810062,0.6105731,0.055936486,0.00022558325,0.0000052217274,0.12895158,0.0000051918173,0.0000790685,0.0038021964,0.0030245678,0.18634304],"study_design_scores_gemma":[0.011962685,0.007808155,0.882954,0.00031470536,0.00026324723,8.4526636e-7,0.093120605,0.0011322452,0.000005421298,0.0004773197,0.0015896147,0.00037113184],"about_ca_topic_score_codex":0.000913314,"about_ca_topic_score_gemma":0.0006451181,"teacher_disagreement_score":0.2723809,"about_ca_system_score_codex":0.00030799455,"about_ca_system_score_gemma":0.00111904,"threshold_uncertainty_score":0.9998645},"labels":[],"label_agreement":null},{"id":"W3035328102","doi":"10.2196/17281","title":"Prescribing Behavior Change: Opportunities and Challenges for Clinicians to Embrace Digital and Mobile Health","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Digital health; mHealth; Modalities; Wearable computer; Behavior change; Wearable technology; Internet privacy; Mental health; Psychology; Mobile device; Applied psychology; Medicine; Health care; Psychological intervention; Computer science; Social psychology; Psychiatry; World Wide Web","score_opus":0.4754436549470773,"score_gpt":0.5121075985492283,"score_spread":0.03666394360215097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035328102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4429027,0.072734654,0.00049152825,0.41117036,0.00081654225,0.06789314,0.0025944137,0.0007519522,0.00064469496],"genre_scores_gemma":[0.5432925,0.19709213,0.0015949968,0.1124509,0.0017869619,0.1431553,0.00019218455,0.0001500592,0.00028493587],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948309,0.00036036002,0.001548197,0.0011339899,0.0002845322,0.0018420116],"domain_scores_gemma":[0.9927498,0.00078159675,0.0006634691,0.00041290678,0.0001998941,0.0051923404],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014427899,0.00043699893,0.0009933301,0.00020910481,0.0023587155,0.000051212268,0.00018059557,0.000332338,0.000021696416],"category_scores_gemma":[0.00020410816,0.00042933947,0.00005444907,0.0002313568,0.00014840836,0.00036788036,0.00023705947,0.0007592455,0.00002244665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044935523,0.00015491895,0.006312349,0.019747015,0.000008835947,0.0000020449859,0.019972296,2.3177522e-7,0.0000029425223,0.010066228,0.0085961,0.9346877],"study_design_scores_gemma":[0.0017796351,0.004071475,0.031142656,0.00039084797,0.00004478326,0.000010461649,0.01831236,0.00021325587,6.7471643e-7,0.00018717746,0.94345707,0.00038960474],"about_ca_topic_score_codex":0.00035537512,"about_ca_topic_score_gemma":0.0002438739,"teacher_disagreement_score":0.93486094,"about_ca_system_score_codex":0.00015560238,"about_ca_system_score_gemma":0.0016113691,"threshold_uncertainty_score":0.9998158},"labels":[],"label_agreement":null},{"id":"W3035413507","doi":"10.2196/17409","title":"Perceptions of Patients Regarding Mobile Health Interventions for the Management of Chronic Obstructive Pulmonary Disease: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Memorial University of Newfoundland","funders":"","keywords":"mHealth; Psychological intervention; Medicine; COPD; Family medicine; Telemedicine; Health care; Disease management; eHealth; Disease; Physical therapy; Nursing; Psychiatry; Internal medicine","score_opus":0.0994511434003621,"score_gpt":0.5155856948337635,"score_spread":0.4161345514334014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035413507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76472044,0.032134034,0.061348174,0.017317362,0.002354332,0.11800558,0.0031586275,0.00035997402,0.0006014448],"genre_scores_gemma":[0.93745196,0.006584285,0.0061348327,0.001355843,0.00029683587,0.04776537,0.00021359455,0.0000617368,0.0001355652],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9937304,0.0015288108,0.0025197766,0.00073382945,0.0003962591,0.0010908728],"domain_scores_gemma":[0.9944904,0.0011037182,0.0017517725,0.00072475424,0.0004337311,0.0014956677],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026428355,0.00031798508,0.00098445,0.0001814611,0.0022357488,0.000006848071,0.0003975575,0.00012558214,0.00010151946],"category_scores_gemma":[0.000102779464,0.0002534334,0.00025835916,0.00073115894,0.00018926516,0.000119329736,0.0002682862,0.0006752556,0.000008777532],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009491122,0.0021709166,0.0642953,0.10080873,0.00014749108,6.0798885e-7,0.0073147495,0.00007222049,0.0000037391317,0.007654335,0.0040303315,0.81255245],"study_design_scores_gemma":[0.0028783435,0.0027101515,0.92111206,0.00093055156,0.0003764035,4.0255634e-7,0.03393316,0.0012926606,8.911786e-7,0.0005506612,0.03600204,0.0002126817],"about_ca_topic_score_codex":0.00024227909,"about_ca_topic_score_gemma":0.00009582374,"teacher_disagreement_score":0.85681677,"about_ca_system_score_codex":0.00046650766,"about_ca_system_score_gemma":0.0015248088,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W3035489924","doi":"10.2196/20156","title":"Digital Media’s Role in the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Key Research and Development Program of China; National Science and Technology Major Project; National Natural Science Foundation of China","keywords":"Misinformation; Social media; Pandemic; Public health; Digital health; Public relations; Digital media; Dissemination; Internet privacy; Population; Business; Medicine; Coronavirus disease 2019 (COVID-19); Political science; Environmental health; Computer science; Health care; Infectious disease (medical specialty); Disease; Computer security; Nursing; World Wide Web; Pathology","score_opus":0.15451837187753875,"score_gpt":0.4333193422393511,"score_spread":0.27880097036181234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035489924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7016334,0.0006398131,0.00007052769,0.21394965,0.00012313115,0.0007148236,0.000051723207,0.00013289916,0.08268404],"genre_scores_gemma":[0.9145972,0.00082835153,0.000010651322,0.08424609,0.00023130931,0.000004288349,0.000014032625,0.0000033367508,0.000064737615],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875355,0.00017329112,0.0002432375,0.00011804557,0.00033116227,0.00038071818],"domain_scores_gemma":[0.9985185,0.0002566067,0.00009074987,0.00007686737,0.000015128076,0.001042131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001036779,0.000069730704,0.00011965518,0.000045359306,0.00039624475,0.000119858036,0.00016791829,0.00006918032,0.000085740336],"category_scores_gemma":[0.00088544306,0.000049321858,0.000018290631,0.00032874735,0.00010989367,0.00033640527,0.000016494454,0.00020722837,0.000050560473],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069180176,0.000037983555,0.032697253,0.00018257833,0.0000013653762,0.0000026785383,0.8356639,0.0000034540572,4.1037222e-7,0.016716868,0.03600129,0.07862302],"study_design_scores_gemma":[0.0007214065,0.000102586164,0.04874369,0.0000063667344,0.0000032948938,0.0000058016635,0.10748058,0.00012737527,7.971002e-8,0.0014108953,0.84128726,0.00011066862],"about_ca_topic_score_codex":0.0009184628,"about_ca_topic_score_gemma":0.0015496849,"teacher_disagreement_score":0.805286,"about_ca_system_score_codex":0.00010071169,"about_ca_system_score_gemma":0.0011983545,"threshold_uncertainty_score":0.30476344},"labels":[],"label_agreement":null},{"id":"W3035547747","doi":"","title":"The Mezurio smartphone application: Evaluating the feasibility of frequent digital cognitive assessment in the PREVENT dementia study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dementia; Cognitive Assessment System; Cognition; mHealth; Smartphone application; Medicine; Psychology; Computer science; Cognitive impairment; Multimedia; Psychiatry; Psychological intervention; Disease","score_opus":0.14920303443853442,"score_gpt":0.5043131295084187,"score_spread":0.3551100950698842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035547747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96779287,0.0009398582,0.0002615815,0.02276921,0.000029521461,0.0071344296,0.000019252602,0.0000134351385,0.0010398367],"genre_scores_gemma":[0.99661374,0.00020322751,0.000025980562,0.0020043082,0.0001026816,0.0009879842,0.000028827748,0.000010036697,0.000023204642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967587,0.0008099642,0.0006383808,0.00038001902,0.0009779972,0.00043496664],"domain_scores_gemma":[0.99833167,0.00066637393,0.0002442624,0.00030318694,0.00021989565,0.00023460179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003918695,0.00015168419,0.00026765943,0.000032550266,0.0004814866,0.00007472448,0.0001984739,0.000031730156,0.000023569895],"category_scores_gemma":[0.00021663096,0.00007297035,0.00005854439,0.00040128714,0.00018399564,0.000089087065,0.0001119533,0.0005063859,0.000005766555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007726669,0.0019690325,0.8939736,0.00045266724,0.00009213008,0.000004747908,0.0065093418,5.202529e-7,0.00003506996,0.00026093805,0.00017552856,0.09575378],"study_design_scores_gemma":[0.0026257471,0.005414476,0.9702379,0.00005315776,0.00017584876,0.000005798183,0.020449987,0.00055032043,0.000012561982,0.0002770098,0.00013578196,0.000061415056],"about_ca_topic_score_codex":0.0001325952,"about_ca_topic_score_gemma":0.00012100203,"teacher_disagreement_score":0.09569237,"about_ca_system_score_codex":0.00009526586,"about_ca_system_score_gemma":0.0008398184,"threshold_uncertainty_score":0.37032545},"labels":[],"label_agreement":null},{"id":"W3035621001","doi":"10.2196/18761","title":"A Novel Smartphone App for the Measurement of Ultra–Short-Term and Short-Term Heart Rate Variability: Validity and Reliability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heart rate variability; Intraclass correlation; Standard deviation; Medicine; Statistics; Heart rate; Reliability (semiconductor); Mathematics; Coefficient of variation; Physical therapy; Reproducibility; Internal medicine; Blood pressure; Power (physics)","score_opus":0.1200578381394154,"score_gpt":0.3613999892093213,"score_spread":0.24134215106990592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035621001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97184813,0.00034229062,0.0014927131,0.019744061,0.00014201828,0.006221715,0.00011653214,0.0000630304,0.000029529454],"genre_scores_gemma":[0.99661237,0.00029381042,0.0004366442,0.0020251889,0.00025132566,0.00033728717,0.000011141662,0.000025332325,0.000006927385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967663,0.00039610255,0.0010336391,0.00087798195,0.00036122953,0.0005647313],"domain_scores_gemma":[0.9970626,0.001069635,0.00013455244,0.00057109934,0.00026554862,0.0008965589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075236545,0.00031266687,0.0010281076,0.00005033366,0.00038740595,0.00003971848,0.000091385504,0.00014629724,0.000013550282],"category_scores_gemma":[0.0007032847,0.00022368743,0.0000965004,0.00018511707,0.00028519458,0.00009545525,0.000071236806,0.00044858683,7.0113464e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005106784,0.004338199,0.8644346,0.017897861,0.00022001936,0.0000048237466,0.015020486,0.000011125543,0.05086204,0.00019991377,0.0005245418,0.04137958],"study_design_scores_gemma":[0.003651903,0.0030166726,0.987011,0.000079789635,0.0003961999,0.000016369988,0.00063932594,0.0021537496,0.00027634043,0.00008374236,0.0024787975,0.00019608607],"about_ca_topic_score_codex":0.00024423367,"about_ca_topic_score_gemma":0.000086323926,"teacher_disagreement_score":0.12257639,"about_ca_system_score_codex":0.00014287549,"about_ca_system_score_gemma":0.00088263996,"threshold_uncertainty_score":0.9121709},"labels":[],"label_agreement":null},{"id":"W3035735645","doi":"10.2196/16745","title":"One Drop App With an Activity Tracker for Adults With Type 1 Diabetes: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Activity tracker; Randomized controlled trial; Type 2 diabetes; Physical therapy; Diabetes mellitus; Internal medicine; Physical activity","score_opus":0.053384052026776034,"score_gpt":0.3669101095037902,"score_spread":0.3135260574770142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035735645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682471,0.00039155694,0.00023216802,0.011139827,0.00008630629,0.019004848,0.000010068151,0.00012307518,0.00076501013],"genre_scores_gemma":[0.9927994,0.00024957472,0.00084783946,0.0031609142,0.0006737836,0.0016475816,0.00007576355,0.000049573555,0.0004955423],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975259,0.0003065346,0.0004248708,0.0005168734,0.00048960885,0.0007362329],"domain_scores_gemma":[0.9977957,0.0004377824,0.00026092265,0.00023931144,0.0002089123,0.0010573536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001353613,0.00024598523,0.0018545788,0.00012078353,0.00020225187,0.00004730859,0.000086778484,0.000106162064,0.000042950098],"category_scores_gemma":[0.00021548949,0.00014506788,0.00010119781,0.000311241,0.00018576108,0.00014715773,0.00002078852,0.00034634784,0.000007369868],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97319657,0.000735297,0.000313005,0.0034229818,0.0002431464,0.000003379656,0.0006803856,8.328672e-7,0.000016410557,0.00011513925,0.00048054344,0.020792296],"study_design_scores_gemma":[0.9650981,0.024173114,0.0013036907,0.00019779117,0.00057029666,3.7723325e-7,0.00017703393,0.0075394083,0.000014861913,0.00003325536,0.0007174403,0.00017463956],"about_ca_topic_score_codex":0.000019050463,"about_ca_topic_score_gemma":0.000025093557,"teacher_disagreement_score":0.024552288,"about_ca_system_score_codex":0.000042300653,"about_ca_system_score_gemma":0.00057811796,"threshold_uncertainty_score":0.59156966},"labels":[],"label_agreement":null},{"id":"W3035867551","doi":"10.2196/17470","title":"Patients’ Experiences of Using Smartphone Apps to Support Self-Management and Improve Medication Adherence in Hypertension: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Self-management; Medicine; Empowerment; Thematic analysis; Usability; Competence (human resources); mHealth; Medication adherence; Qualitative research; Digital health; Nursing; Psychology; Psychological intervention; Health care; Computer science","score_opus":0.13219284159956998,"score_gpt":0.4821939110777185,"score_spread":0.35000106947814846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035867551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871417,0.00031741563,0.00016784857,0.0023931277,0.00032160757,0.00932149,0.000034486002,0.000072963274,0.0002293059],"genre_scores_gemma":[0.98240006,0.00079969334,0.0023062215,0.007528502,0.00012304595,0.006765941,0.00002929152,0.000025325096,0.00002194782],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953287,0.00086336856,0.0016845065,0.0007840793,0.0004715673,0.0008677814],"domain_scores_gemma":[0.99675465,0.00037740535,0.0006911945,0.00032999963,0.00022787203,0.0016188762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016145967,0.0002533672,0.00067975716,0.00023606219,0.00065267243,0.0000067082087,0.00017471521,0.00015439831,0.000056664074],"category_scores_gemma":[0.00013366436,0.00022922241,0.000022616983,0.0007611978,0.000087622415,0.00013719157,0.00018632306,0.0005013318,0.000022894952],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006276614,0.0009830118,0.08827121,0.007371141,0.000014340722,0.0000035267794,0.8644825,0.0000012047349,0.000012474255,0.0007670184,0.002325257,0.035140622],"study_design_scores_gemma":[0.005989818,0.0038791385,0.26983574,0.00026522597,0.000059470287,0.0000011569252,0.7139448,0.0005561522,0.000003866345,0.00013063736,0.0050244434,0.00030956848],"about_ca_topic_score_codex":0.0008778418,"about_ca_topic_score_gemma":0.00021525538,"teacher_disagreement_score":0.18156452,"about_ca_system_score_codex":0.00018958577,"about_ca_system_score_gemma":0.0009590614,"threshold_uncertainty_score":0.93474185},"labels":[],"label_agreement":null},{"id":"W3035996305","doi":"10.2196/16350","title":"Optimizing Smartphone-Delivered Cognitive Behavioral Therapy for Body Dysmorphic Disorder Using Passive Smartphone Data: Initial Insights From an Open Pilot Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Physical medicine and rehabilitation; mHealth; Smartphone application; Cognitive behavioral therapy; Psychology; Medicine; Physical therapy; Computer science; Psychological intervention; Psychiatry; Multimedia","score_opus":0.3084256785500818,"score_gpt":0.4881767669913166,"score_spread":0.17975108844123483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035996305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98094636,0.0042567155,0.0021577294,0.0028781109,0.0014389228,0.005488332,0.0025105574,0.00013325103,0.00019003534],"genre_scores_gemma":[0.9834025,0.00061776664,0.0019316311,0.008729842,0.0020263875,0.00073631736,0.002421517,0.00011138368,0.000022673248],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9956071,0.00062426046,0.00094379846,0.0015615545,0.00030585026,0.0009574787],"domain_scores_gemma":[0.9972221,0.00042001263,0.000584097,0.0006815237,0.00023335179,0.0008589112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003348226,0.00053853664,0.0010690853,0.00012462304,0.0012006231,0.00024996029,0.0007490641,0.00023528378,0.0002333192],"category_scores_gemma":[0.000066308,0.00049050566,0.0000695349,0.00034181596,0.00027399647,0.00096470595,0.0005438553,0.00057043973,0.000029405905],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6847224,0.014661196,0.00811624,0.00058942067,0.0012095041,0.00038601525,0.10337706,0.000006829802,0.00088338635,0.0009707195,0.021279115,0.1637981],"study_design_scores_gemma":[0.6797402,0.10261867,0.14230604,0.0004410213,0.0021702943,0.00005532202,0.042673394,0.005824664,0.0001890167,0.0022882475,0.017532585,0.004160548],"about_ca_topic_score_codex":0.009872355,"about_ca_topic_score_gemma":0.0011485915,"teacher_disagreement_score":0.15963754,"about_ca_system_score_codex":0.00007304447,"about_ca_system_score_gemma":0.00066503306,"threshold_uncertainty_score":0.99975467},"labels":[],"label_agreement":null},{"id":"W3036351816","doi":"10.2196/19822","title":"Using eHealth to Support COVID-19 Education, Self-Assessment, and Symptom Monitoring in the Netherlands: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; eHealth; Health care; Nursing; Usability; mHealth; Medicine; Psychology; Psychological intervention; Computer science; Political science","score_opus":0.27011217825930806,"score_gpt":0.49115708946709175,"score_spread":0.2210449112077837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036351816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443874,0.00019076906,0.011815927,0.04153021,0.00022231675,0.0016340227,0.000006009763,0.00013030834,0.00008304932],"genre_scores_gemma":[0.9489984,0.000053810258,0.007063322,0.043474365,0.00026769924,0.00012101087,0.000004664732,0.000013387894,0.0000033593685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746996,0.00033171882,0.00056130963,0.0006557574,0.00045644506,0.00052482315],"domain_scores_gemma":[0.99782187,0.00046712163,0.00018871068,0.00035739713,0.000074057345,0.0010908387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013747561,0.00020637023,0.0002842325,0.00017165963,0.00049873296,0.00033456643,0.00049286586,0.000051230276,0.0000020787475],"category_scores_gemma":[0.00008899296,0.00017678355,0.00002088807,0.00092805334,0.000015988064,0.00062291254,0.00018587631,0.00032597862,0.0000024496294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023933384,0.00029906974,0.9506826,0.0007825474,0.0000056281906,0.000008277026,0.0374828,0.00007215821,0.000005321591,0.0036677907,0.0003876309,0.0065822885],"study_design_scores_gemma":[0.0008027085,0.0008926421,0.98706496,0.000041349496,0.000010933033,0.000018552611,0.003550971,0.0048663793,5.146835e-7,0.00039697514,0.0021604027,0.00019361502],"about_ca_topic_score_codex":0.0010292081,"about_ca_topic_score_gemma":0.00018156951,"teacher_disagreement_score":0.036382403,"about_ca_system_score_codex":0.0006172761,"about_ca_system_score_gemma":0.007732921,"threshold_uncertainty_score":0.9978923},"labels":[],"label_agreement":null},{"id":"W3036591284","doi":"10.2196/17563","title":"Implementing Facilitated Access to a Text Messaging, Smoking Cessation Intervention Among Swedish Patients Having Elective Surgery: Qualitative Study of Patients’ and Health Care Professionals’ Perspectives","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Familjen Kamprads Stiftelse","keywords":"Smoking cessation; Qualitative research; Intervention (counseling); Medicine; mHealth; Health care; Health professionals; Family medicine; Nursing; Text messaging; Psychological intervention; World Wide Web; Computer science","score_opus":0.10459967870706272,"score_gpt":0.46699069086795775,"score_spread":0.36239101216089503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036591284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948278,0.00022720765,0.00007753088,0.0016252327,0.00009479506,0.0029677614,0.00008276089,0.00006752517,0.000029365281],"genre_scores_gemma":[0.9985548,0.000028535935,0.000026221509,0.00068432995,0.000044209733,0.00022387448,0.00040198996,0.000030753195,0.0000052526825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964881,0.0006663197,0.00097524765,0.000665948,0.00065149675,0.00055290025],"domain_scores_gemma":[0.9976376,0.00015188208,0.000837426,0.00013827615,0.0007051953,0.0005295804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012489076,0.00025368136,0.0006520339,0.00035424193,0.00054248207,0.000056759614,0.00007619468,0.00007175404,0.000021723206],"category_scores_gemma":[0.00024311809,0.00023801836,0.00006377108,0.00063616846,0.000052585277,0.00043519726,0.00014773667,0.00034877,1.8872046e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020886712,0.00060193497,0.6267428,0.0013572936,0.000026612026,4.1667226e-7,0.3613967,2.9586772e-7,7.202392e-7,0.000009536749,0.00026933593,0.009385514],"study_design_scores_gemma":[0.0019925772,0.0016063853,0.647793,0.00031824943,0.0000657505,1.8481681e-7,0.3480753,0.000011065243,0.000010807146,0.000005437007,0.000010690017,0.000110556786],"about_ca_topic_score_codex":0.0023870124,"about_ca_topic_score_gemma":0.00048217562,"teacher_disagreement_score":0.021050204,"about_ca_system_score_codex":0.0004698298,"about_ca_system_score_gemma":0.00029711612,"threshold_uncertainty_score":0.9706107},"labels":[],"label_agreement":null},{"id":"W3036696697","doi":"10.2196/16485","title":"Admissions to a Low-Resource Neonatal Unit in Malawi Using a Mobile App: Digital Perinatal Outcome Audit","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"mHealth; Medicine; Audit; Case fatality rate; Neonatal intensive care unit; Respiratory distress; Emergency medicine; Pediatrics; Medical emergency; Psychological intervention; Nursing; Population; Environmental health","score_opus":0.1128159819340513,"score_gpt":0.4655842108679956,"score_spread":0.35276822893394433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036696697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607033,0.0010310058,0.0008422149,0.024218356,0.0003221311,0.010251782,0.00070999906,0.00044501785,0.0014761669],"genre_scores_gemma":[0.9475766,0.00025122092,0.0012091824,0.042492893,0.0008371383,0.0067107603,0.00018004239,0.00012159234,0.0006205952],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930156,0.00046211787,0.0022311772,0.0012166093,0.00054861273,0.0025259145],"domain_scores_gemma":[0.9902615,0.00058609236,0.00057405536,0.0006565884,0.0001581276,0.0077636223],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009238752,0.0005400138,0.0010172998,0.0004304398,0.0018237456,0.000046325094,0.00045770145,0.00047257278,0.0005344797],"category_scores_gemma":[0.000565162,0.000527097,0.00010457188,0.0015378497,0.000101511956,0.00032457855,0.00044716577,0.002065067,0.00054000824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037315001,0.0009310295,0.6977901,0.036777403,0.00003317899,0.00015990416,0.02805124,0.0006005517,0.00009036077,0.009888075,0.025973435,0.19597322],"study_design_scores_gemma":[0.003767406,0.0008664814,0.08451609,0.0005634886,0.00002940459,0.000033775355,0.006470713,0.003744213,0.000002571558,0.00011925332,0.8992323,0.0006542932],"about_ca_topic_score_codex":0.0005947523,"about_ca_topic_score_gemma":0.00031122493,"teacher_disagreement_score":0.8732589,"about_ca_system_score_codex":0.00044776837,"about_ca_system_score_gemma":0.0041397894,"threshold_uncertainty_score":0.99971807},"labels":[],"label_agreement":null},{"id":"W3036770389","doi":"10.2196/19417","title":"Application and Preliminary Outcomes of Remote Diagnosis and Treatment During the COVID-19 Outbreak: Retrospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Medicine; Retrospective cohort study; Pandemic; Epidemiology; Coronavirus disease 2019 (COVID-19); Outpatient clinic; Emergency medicine; Medical emergency; Disease; Health care; Internal medicine","score_opus":0.06464280251848938,"score_gpt":0.4158073525513071,"score_spread":0.3511645500328177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036770389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94383764,0.0008872911,0.000101831465,0.05030278,0.000024853083,0.0047305063,0.000038491227,0.00004912753,0.000027465696],"genre_scores_gemma":[0.9878795,0.004253269,0.00019947138,0.0071352054,0.00012080046,0.0003483576,0.00002716839,0.000016378772,0.000019804707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841094,0.00011263313,0.00051746797,0.00042122923,0.0002610681,0.00027665606],"domain_scores_gemma":[0.9984873,0.00018601463,0.00028883186,0.00021544515,0.00005135782,0.000771043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042203927,0.00017589475,0.00054324855,0.00007571338,0.000320937,0.000008286199,0.00003536346,0.000050459144,0.000010651747],"category_scores_gemma":[0.00013434398,0.00011470389,0.000023698038,0.00020370218,0.00009402374,0.00004986965,0.000042769963,0.0001483229,7.139911e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054165296,0.00017983926,0.9581069,0.0011491564,0.000052502568,0.000005962233,0.008317961,1.805473e-7,0.0000060067277,0.00004257449,0.00021780985,0.031379487],"study_design_scores_gemma":[0.0043056766,0.0058111385,0.9848539,0.0000141880855,0.0002632545,0.000034186254,0.0031287784,0.00012731434,0.000010364064,0.000037122183,0.0013415152,0.00007256264],"about_ca_topic_score_codex":0.003243812,"about_ca_topic_score_gemma":0.0002329012,"teacher_disagreement_score":0.04404189,"about_ca_system_score_codex":0.00021946632,"about_ca_system_score_gemma":0.00023172994,"threshold_uncertainty_score":0.49036947},"labels":[],"label_agreement":null},{"id":"W3036844577","doi":"10.2196/19902","title":"Health Observation App for COVID-19 Symptom Tracking Integrated With Personal Health Records: Proof of Concept and Practical Use Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Wakayama Medical University","keywords":"Public health; Coronavirus disease 2019 (COVID-19); Smartphone app; Tracking (education); Public health surveillance; Medicine; mHealth; Data collection; Internet privacy; Psychology; Disease; Computer science; Infectious disease (medical specialty); Nursing","score_opus":0.21281927460603065,"score_gpt":0.42363877087098145,"score_spread":0.2108194962649508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036844577","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36946014,0.0007320249,0.47220582,0.15174213,0.00011017238,0.005338144,0.000121213314,0.00028537834,0.0000050011295],"genre_scores_gemma":[0.9401678,0.00007428521,0.018686317,0.040742032,0.00008525264,0.00015415633,0.00004576441,0.000032098247,0.000012289104],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99606764,0.00049094134,0.0010395596,0.0010490231,0.0005306138,0.0008222201],"domain_scores_gemma":[0.9952236,0.0012724053,0.0009616528,0.0003242458,0.00025355435,0.0019645542],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015040678,0.00034523365,0.00086990424,0.00016553789,0.00056913606,0.00028082388,0.00022079189,0.00008741372,0.0000018955817],"category_scores_gemma":[0.0008146163,0.00029821286,0.000049627168,0.0007842925,0.00011398046,0.0015002312,0.00011229846,0.00046288042,3.2616725e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043836744,0.002870449,0.2027028,0.029106915,0.00019353878,0.00005762217,0.2912586,0.00020533903,0.000014173477,0.020297527,0.007696029,0.4412133],"study_design_scores_gemma":[0.030631458,0.10356352,0.5077034,0.0020952686,0.00016898628,0.00041839792,0.031041943,0.2872997,0.00006837232,0.0009878366,0.03340172,0.0026194067],"about_ca_topic_score_codex":0.0025281038,"about_ca_topic_score_gemma":0.0013314591,"teacher_disagreement_score":0.5707077,"about_ca_system_score_codex":0.00054710184,"about_ca_system_score_gemma":0.008636103,"threshold_uncertainty_score":0.999947},"labels":[],"label_agreement":null},{"id":"W3036897140","doi":"10.2196/19552","title":"Implementing mHealth Interventions in a Resource-Constrained Setting: Case Study From Uganda","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases","keywords":"mHealth; Psychological intervention; Implementation research; Intervention (counseling); Digital health; Medicine; Process management; Knowledge management; Medical education; Nursing; Computer science; Health care; Engineering","score_opus":0.1549871604567328,"score_gpt":0.5018075579507632,"score_spread":0.3468203974940304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036897140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9506814,0.001630953,0.00040267827,0.0320326,0.00029151648,0.012309929,0.0004696649,0.0004246145,0.0017566573],"genre_scores_gemma":[0.96598333,0.0005067191,0.0012534364,0.023281772,0.0010056336,0.007517014,0.00024949794,0.00009799248,0.00010460536],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9885956,0.0024158864,0.0038499555,0.0014969964,0.00049929455,0.003142238],"domain_scores_gemma":[0.99274254,0.0014266443,0.001402165,0.0007510482,0.0001805918,0.003496989],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004554698,0.00055387634,0.001201816,0.00043495934,0.0035675757,0.000041342017,0.00035615123,0.00037741882,0.0005749307],"category_scores_gemma":[0.0004484505,0.00055594585,0.00015432277,0.0012381958,0.00012767254,0.00022202222,0.00041169336,0.0026342038,0.00014147918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008525651,0.0015944568,0.7183628,0.0148848025,0.000057142846,0.0008150879,0.075530976,0.0000081046965,0.0000135017335,0.0027205723,0.02139044,0.16376954],"study_design_scores_gemma":[0.022098947,0.003126648,0.3847121,0.0014941981,0.00033749986,0.0002618321,0.29507652,0.0028619308,0.0000017026583,0.0009016683,0.28790075,0.001226189],"about_ca_topic_score_codex":0.014331389,"about_ca_topic_score_gemma":0.018828765,"teacher_disagreement_score":0.3336507,"about_ca_system_score_codex":0.00052597484,"about_ca_system_score_gemma":0.0029388508,"threshold_uncertainty_score":0.9996892},"labels":[],"label_agreement":null},{"id":"W3036983201","doi":"10.2196/14739","title":"mHealth Interventions to Promote Anti-Retroviral Adherence in HIV: Narrative Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"mHealth; Psychological intervention; Viral load; Medicine; Family medicine; Human immunodeficiency virus (HIV); Nursing","score_opus":0.20842339702002494,"score_gpt":0.5589238436389695,"score_spread":0.3505004466189446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036983201","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006673068,0.94031936,0.00017749511,0.01455387,0.001063099,0.041299462,0.00096186064,0.0003723823,0.0011857181],"genre_scores_gemma":[0.00007274146,0.92165244,0.0013617404,0.020432396,0.0009802926,0.05349723,0.00094704126,0.00022761617,0.00082849327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98107487,0.004172394,0.0075829187,0.0026238393,0.0008145473,0.003731402],"domain_scores_gemma":[0.98768985,0.00094493,0.0036686626,0.001573831,0.00038164778,0.0057410807],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0045276973,0.0014917903,0.007205366,0.0011313693,0.0022068524,0.00003618499,0.0010829662,0.0012577364,0.0005120748],"category_scores_gemma":[0.0009330484,0.001324679,0.00070169213,0.0038418514,0.00017690682,0.00026196343,0.00058219227,0.0064271474,0.0023586617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003240045,0.00015933617,0.000104189974,0.46316543,0.000012920621,0.0000116310275,0.00123543,9.265388e-8,1.4726185e-8,0.0016058894,0.0410912,0.49258146],"study_design_scores_gemma":[0.0008236346,0.0007402143,0.00045196372,0.20482649,0.00037817273,0.000025119041,0.0003707017,0.000007741487,6.6553345e-9,0.0001275794,0.7916235,0.0006249054],"about_ca_topic_score_codex":0.0009114494,"about_ca_topic_score_gemma":0.0011624777,"teacher_disagreement_score":0.75053227,"about_ca_system_score_codex":0.0023116248,"about_ca_system_score_gemma":0.016259115,"threshold_uncertainty_score":0.9997831},"labels":[],"label_agreement":null},{"id":"W3037043100","doi":"10.2196/18392","title":"The Association Between App-Administered Depression Assessments and Suicidal Ideation in User Comments: Retrospective Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Helpfulness; Suicidal ideation; Depression (economics); Observational study; Medicine; Mobile apps; Psychology; Psychiatry; Suicide prevention; Poison control; World Wide Web; Computer science; Medical emergency; Internal medicine","score_opus":0.21528274687174073,"score_gpt":0.5091658971334918,"score_spread":0.29388315026175105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037043100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98238194,0.00021614476,0.00006556703,0.014144409,0.00034600438,0.0016703507,0.00011479175,0.000049712646,0.0010110749],"genre_scores_gemma":[0.9967108,0.000019765834,0.000054253444,0.0023059256,0.00014199827,0.00031213334,0.00009649609,0.000018945095,0.00033968053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749523,0.00048929604,0.0007585234,0.00043249637,0.00036964755,0.00045479732],"domain_scores_gemma":[0.99855715,0.00039552603,0.00046397594,0.00016175571,0.00007247,0.00034914823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001005405,0.00015892967,0.0002838278,0.000067558016,0.00042905248,0.00009514844,0.000119040014,0.00010978736,0.000016710288],"category_scores_gemma":[0.00010851901,0.00013511616,0.000028444892,0.00027224945,0.00003409396,0.00030551746,0.00009022703,0.0003850877,0.000018305334],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024587038,0.00038190224,0.98353946,0.000109547764,0.000032050295,0.0000017934675,0.0015505307,1.3935251e-7,4.897347e-7,0.0015788781,0.0016500071,0.010909353],"study_design_scores_gemma":[0.0021109232,0.0015383856,0.99250174,0.00003983501,0.000025149697,0.0000010349498,0.0015843859,0.00004203153,0.0000011122667,0.00072820735,0.0013326594,0.00009456741],"about_ca_topic_score_codex":0.0006568703,"about_ca_topic_score_gemma":0.000738292,"teacher_disagreement_score":0.014328858,"about_ca_system_score_codex":0.0005364753,"about_ca_system_score_gemma":0.0000978873,"threshold_uncertainty_score":0.5509877},"labels":[],"label_agreement":null},{"id":"W3037222419","doi":"10.2196/18339","title":"Mobile Phone Apps for Food Allergies or Intolerances in App Stores: Systematic Search and Quality Assessment Using the Mobile App Rating Scale (MARS)","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Mobile apps; Mobile phone; Rating scale; Medicine; Computer science; Scale (ratio); World Wide Web; Psychology; Geography","score_opus":0.2158652710982893,"score_gpt":0.520106966610047,"score_spread":0.30424169551175767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037222419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9431466,0.011156976,0.0047015483,0.004330755,0.00036358807,0.035539072,0.00031430036,0.0002474517,0.00019974342],"genre_scores_gemma":[0.9195955,0.008630555,0.0051224963,0.0074211266,0.0005143964,0.05846574,0.00006207499,0.00007703633,0.00011109204],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.99178326,0.0022326107,0.002665825,0.000986416,0.00058513234,0.001746747],"domain_scores_gemma":[0.9939127,0.0028498233,0.0009302842,0.0006037299,0.00026543628,0.0014380547],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005883371,0.0004448424,0.0014069704,0.0001835904,0.00313053,0.00005496818,0.0003537455,0.00034247586,0.000036753707],"category_scores_gemma":[0.0002438408,0.00030986752,0.00008135711,0.0007777978,0.00023367342,0.00021932684,0.00021382149,0.0013903184,0.000010620772],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024954565,0.00070711866,0.033546783,0.82324934,0.00007385903,0.0000026403902,0.09245412,0.0007804213,0.00019255745,0.0076177353,0.0030129328,0.03586704],"study_design_scores_gemma":[0.033103764,0.012501492,0.07576199,0.023522826,0.00047965074,0.00004801025,0.5663031,0.18419282,0.000047939142,0.0018411535,0.099179536,0.00301776],"about_ca_topic_score_codex":0.0013451292,"about_ca_topic_score_gemma":0.0035384283,"teacher_disagreement_score":0.7997265,"about_ca_system_score_codex":0.00048611243,"about_ca_system_score_gemma":0.0035272543,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W3037325010","doi":"10.2196/17191","title":"Two-Way Text Messaging to Support Self-Care and Delivery of an Online Sexual Health Service: Mixed Methods Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Short Message Service; mHealth; Service (business); Digital health; Service delivery framework; Reproductive health; Internet privacy; Service provider; Health care; Computer science; World Wide Web; Qualitative research; Medicine; Nursing; Business; Psychological intervention; Population","score_opus":0.18948395099643467,"score_gpt":0.5405560924749141,"score_spread":0.3510721414784794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037325010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9362569,0.004456319,0.00075761764,0.04573903,0.00045678127,0.01073381,0.00057694706,0.0003931166,0.0006295107],"genre_scores_gemma":[0.82679576,0.0024091941,0.073473714,0.0919744,0.00075187645,0.0034518016,0.0010074818,0.000115169925,0.000020628426],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98963964,0.0038460768,0.0025118631,0.0013570479,0.0007825316,0.0018628692],"domain_scores_gemma":[0.990641,0.00073925324,0.0012982378,0.00077975815,0.0010320317,0.0055096936],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005761641,0.00051375746,0.0012812306,0.00037199556,0.0019274405,0.000021007794,0.00034523444,0.00035296768,0.0001655181],"category_scores_gemma":[0.00021283323,0.0005085509,0.000051029274,0.0012369544,0.000074296695,0.00030378808,0.0002894985,0.001275984,0.000049353985],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053800654,0.00037493045,0.010228071,0.0304451,0.000026737509,0.0000015490538,0.04468984,0.000038168175,0.000114895905,0.0021455893,0.007053416,0.9043437],"study_design_scores_gemma":[0.015240366,0.011620884,0.61633605,0.0009105547,0.00045535818,0.000035079942,0.1356099,0.025125625,0.0000431546,0.00055660575,0.19265123,0.0014152047],"about_ca_topic_score_codex":0.0033660908,"about_ca_topic_score_gemma":0.003926133,"teacher_disagreement_score":0.9029285,"about_ca_system_score_codex":0.0006055869,"about_ca_system_score_gemma":0.008657049,"threshold_uncertainty_score":0.9997366},"labels":[],"label_agreement":null},{"id":"W3037361579","doi":"10.2196/19487","title":"User Perceptions of Virtual Hospital Apps in China: Systematic Search","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Tianjin City; National Natural Science Foundation of China","keywords":"App store; World Wide Web; Health care; Service (business); Internet privacy; Computer science; Business","score_opus":0.05505788109114718,"score_gpt":0.43796272849097395,"score_spread":0.3829048473998268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037361579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95796895,0.0014147302,0.0008108073,0.026490757,0.00033248318,0.011469961,0.0001476028,0.00017365685,0.0011910332],"genre_scores_gemma":[0.9839507,0.0031883367,0.0004884071,0.005859424,0.00040190257,0.005767848,0.00006232353,0.000056556975,0.0002245244],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99381155,0.0012159138,0.0023059158,0.00069392077,0.000494452,0.0014782659],"domain_scores_gemma":[0.9959498,0.00061061356,0.0006497604,0.00052552717,0.00019043825,0.0020738447],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018245338,0.0003176126,0.0011468712,0.00030548553,0.0009114294,0.000009034754,0.00031080574,0.00037892186,0.00025313525],"category_scores_gemma":[0.00029190464,0.00028623553,0.00008419848,0.0009976813,0.00016088835,0.00016764195,0.00015040461,0.0015717372,0.00026468036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006755131,0.001101124,0.38319877,0.4403784,0.0000312267,0.000010460531,0.0655789,0.00005638357,0.00007059065,0.08158356,0.017183913,0.010131167],"study_design_scores_gemma":[0.005001504,0.0021389097,0.94722897,0.0051858383,0.000085424625,0.00000677768,0.030908195,0.0025363078,0.0000030999925,0.00033056876,0.0060378048,0.00053661753],"about_ca_topic_score_codex":0.0010650615,"about_ca_topic_score_gemma":0.00029378253,"teacher_disagreement_score":0.5640302,"about_ca_system_score_codex":0.00029573828,"about_ca_system_score_gemma":0.0023318834,"threshold_uncertainty_score":0.999959},"labels":[],"label_agreement":null},{"id":"W3037691155","doi":"10.2196/19661","title":"Mobile Health Usage, Preferences, Barriers, and eHealth Literacy in Rheumatology: Patient Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":216,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Health literacy; Medicine; Family medicine; Medical education; Health care; Political science","score_opus":0.09156484980033913,"score_gpt":0.46440703926639415,"score_spread":0.372842189466055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037691155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95863485,0.011223099,0.00007465317,0.007411387,0.00048586645,0.021159988,0.00045161857,0.00028729002,0.00027124232],"genre_scores_gemma":[0.93646294,0.021116149,0.0004909183,0.023134293,0.00013003961,0.018312937,0.00022045919,0.00008668503,0.000045603545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98535806,0.0058157737,0.0035934967,0.0017718365,0.000593146,0.0028676754],"domain_scores_gemma":[0.98934776,0.0014379682,0.0015194482,0.0007623499,0.00028023016,0.0066522397],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005058938,0.00065968896,0.0018343963,0.000440161,0.0026101947,0.0000427798,0.0003666632,0.00044929492,0.0002002829],"category_scores_gemma":[0.0006670411,0.0006189676,0.00005230838,0.0014127678,0.00020987338,0.00032651515,0.00034680843,0.0025550677,0.0000963517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006162931,0.00040273296,0.83438206,0.008315219,0.000010816335,0.0000052916807,0.041236714,0.0000023776736,4.1625782e-7,0.00061132066,0.009534239,0.10488251],"study_design_scores_gemma":[0.0053770547,0.007819844,0.89205104,0.0004757127,0.000020494728,0.000014831141,0.016730377,0.0005940564,2.0256014e-7,0.00031010748,0.07605536,0.00055091374],"about_ca_topic_score_codex":0.018336551,"about_ca_topic_score_gemma":0.0075147487,"teacher_disagreement_score":0.1043316,"about_ca_system_score_codex":0.00056158,"about_ca_system_score_gemma":0.0073800995,"threshold_uncertainty_score":0.9997461},"labels":[],"label_agreement":null},{"id":"W3037734338","doi":"10.2196/18694","title":"Reliability and Validity of Commercially Available Wearable Devices for Measuring Steps, Energy Expenditure, and Heart Rate: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":741,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University; Memorial University of Newfoundland","funders":"","keywords":"Wearable computer; Reliability (semiconductor); Criterion validity; Validity; Wearable technology; Operationalization; Computer science; Activity tracker; Construct validity; Energy expenditure; Population; Applied psychology; Reliability engineering; Medicine; Psychology; Engineering; Psychometrics; Clinical psychology; Environmental health; Embedded system","score_opus":0.2056519298097399,"score_gpt":0.41915748351421167,"score_spread":0.21350555370447177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037734338","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017642806,0.9917566,0.00002634125,0.0013828905,0.00009554305,0.006220761,0.00016353837,0.000050464303,0.00012743869],"genre_scores_gemma":[0.0010534007,0.99445355,0.00030787278,0.0029937506,0.00024196992,0.0007307406,0.00007975275,0.000057243473,0.00008174806],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951838,0.001212556,0.0017337489,0.0008636827,0.00035849767,0.0006477086],"domain_scores_gemma":[0.99548244,0.0014670601,0.0011790135,0.0005423423,0.00016259876,0.0011665307],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028998603,0.0005484668,0.0073338994,0.00011411699,0.00034754802,0.00003096114,0.00012514238,0.0003339296,0.000011742062],"category_scores_gemma":[0.0005078438,0.00040560425,0.0002684078,0.00027448847,0.0001458383,0.00016050109,0.00010611835,0.00067258603,0.0000048415186],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007607291,0.00022902932,0.000016599939,0.9743395,0.000051398896,0.0000019358085,0.00005517668,7.586248e-9,4.860488e-7,0.00020262036,0.0021496895,0.022877526],"study_design_scores_gemma":[0.0006914248,0.0013247628,0.00020131461,0.49353334,0.0029616533,0.000086888635,0.000026131722,0.000023782924,0.0000011094522,0.0001285179,0.5007175,0.00030357632],"about_ca_topic_score_codex":0.00047076002,"about_ca_topic_score_gemma":0.000089585556,"teacher_disagreement_score":0.49856782,"about_ca_system_score_codex":0.00019617117,"about_ca_system_score_gemma":0.0020259821,"threshold_uncertainty_score":0.9998396},"labels":[],"label_agreement":null},{"id":"W3037869292","doi":"10.2196/16634","title":"Explaining Differences in the Acceptability of 99DOTS, a Cell Phone–Based Strategy for Monitoring Adherence to Tuberculosis Medications: Qualitative Study of Patients and Health Care Providers","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Center for Advancing Translational Sciences; National Institute of Mental Health; Doris Duke Charitable Foundation","keywords":"Medicine; Qualitative research; Family medicine; Health care; Unified theory of acceptance and use of technology; Tuberculosis; Expectancy theory; Public health; Nursing; Psychology","score_opus":0.2112505641258514,"score_gpt":0.4950867063887011,"score_spread":0.2838361422628497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037869292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820381,0.0012401385,0.0000543363,0.012548925,0.000024573224,0.00397033,0.00009346089,0.000010244507,0.00001989912],"genre_scores_gemma":[0.99645114,0.00031114666,0.00076452683,0.0016795788,0.000033307268,0.0007171674,0.000033297372,0.000009382599,4.5974164e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970176,0.0009324261,0.00084536034,0.00041685777,0.00034888624,0.0004388336],"domain_scores_gemma":[0.9976826,0.0010543896,0.00030740787,0.00019104661,0.00019518516,0.00056937884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015780142,0.00015249348,0.00069566607,0.00012768545,0.00014684648,0.0000077028035,0.00012626663,0.00006356127,0.000007709462],"category_scores_gemma":[0.0005503444,0.000105077976,0.000035630826,0.00037857433,0.00010464566,0.000063291394,0.00003573044,0.00026952277,2.1115314e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008209626,0.0006786701,0.6358183,0.006251275,0.000015886671,2.9743123e-7,0.33165556,0.0000041135704,0.0000055628448,0.000013805773,0.0002277178,0.024507813],"study_design_scores_gemma":[0.0019454759,0.009748291,0.6699214,0.000051171945,0.00001978771,1.1293122e-7,0.31808314,0.00014456679,0.000017030266,0.000012706979,0.000007385519,0.000048924685],"about_ca_topic_score_codex":0.004122825,"about_ca_topic_score_gemma":0.00053221546,"teacher_disagreement_score":0.034103084,"about_ca_system_score_codex":0.0000918822,"about_ca_system_score_gemma":0.0007620904,"threshold_uncertainty_score":0.62325054},"labels":[],"label_agreement":null},{"id":"W3038071596","doi":"10.2196/17977","title":"Data Imputation and Body Weight Variability Calculation Using Linear and Nonlinear Methods in Data Collected From Digital Smart Scales: Simulation and Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; European Commission; Universidade de Lisboa; Region Hovedstaden; Engineering and Physical Sciences Research Council; University of Leeds","keywords":"Imputation (statistics); Computer science; Nonlinear system; Statistics; Missing data; Mathematics","score_opus":0.22433907434548053,"score_gpt":0.4947540482131399,"score_spread":0.27041497386765934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038071596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9105673,0.00023259556,0.085482985,0.0013303054,0.000029739213,0.0018551609,0.00040155958,0.00009198567,0.0000083697305],"genre_scores_gemma":[0.90160507,0.00008405706,0.09482481,0.00032365453,0.00014238116,0.000008645155,0.0029924754,0.000018042158,8.83531e-7],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99761325,0.00052829366,0.000617951,0.0007809035,0.00026884337,0.00019073632],"domain_scores_gemma":[0.9984993,0.0003757799,0.00021528226,0.00045893822,0.00011788476,0.00033284022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016855219,0.00017170256,0.0003852506,0.00012630822,0.00018162494,0.000084409374,0.00007812902,0.00011764625,0.0000029269033],"category_scores_gemma":[0.0005177779,0.00016664829,0.0000069174616,0.00034129075,0.00006504279,0.0007124341,0.00023924699,0.0002468015,2.1507913e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011935672,0.000613226,0.959984,0.0012589009,0.000049302304,0.000006268792,0.0021328356,0.00007748441,0.001819714,0.00001513288,0.00009229316,0.032757267],"study_design_scores_gemma":[0.0014152711,0.00026779278,0.40173167,0.000052593416,0.00009073782,0.0000035995595,0.00008141836,0.59608775,0.00001995646,0.000076382625,0.00008996038,0.0000828338],"about_ca_topic_score_codex":0.0003064959,"about_ca_topic_score_gemma":0.00006788836,"teacher_disagreement_score":0.59601027,"about_ca_system_score_codex":0.00008818022,"about_ca_system_score_gemma":0.00021074692,"threshold_uncertainty_score":0.679572},"labels":[],"label_agreement":null},{"id":"W3038855713","doi":"10.2196/19796","title":"Mobile Health Apps on COVID-19 Launched in the Early Days of the Pandemic: Content Analysis and Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":589,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Internet privacy; Android (operating system); Misinformation; Computer science; App store; Mobile apps; The Internet; Mobile technology; Mobile device; World Wide Web; Health care; Telemedicine; Multimedia; Medicine; Computer security; Nursing; Psychological intervention","score_opus":0.31298232420216104,"score_gpt":0.5449937375969882,"score_spread":0.23201141339482717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038855713","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013914295,0.94521034,0.00004724408,0.015445063,0.00026413193,0.037656248,0.0008609901,0.00009187088,0.000284958],"genre_scores_gemma":[0.00043030223,0.86219233,0.000061595434,0.097205,0.0002677439,0.03935254,0.00028887205,0.0000724889,0.0001291053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9819474,0.0086636,0.005134247,0.0014645742,0.00090692786,0.0018832262],"domain_scores_gemma":[0.9865575,0.003801018,0.0047927587,0.0018998561,0.00015871825,0.0027901651],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009339763,0.00088882155,0.005559276,0.00061779254,0.0021216448,0.00001963067,0.0010436535,0.00074840744,0.00007577726],"category_scores_gemma":[0.00086479867,0.00050144934,0.00060220744,0.0042462056,0.00034878892,0.00006819238,0.00029978252,0.0042833365,0.000045140645],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005422277,0.00015804319,0.0035067387,0.34938645,0.0000800189,0.0000019813485,0.0025151751,2.8084887e-7,8.853198e-9,0.0026647707,0.013032452,0.6285999],"study_design_scores_gemma":[0.00088098296,0.00073313323,0.004215433,0.020388272,0.0012246104,0.000012119449,0.0007221667,0.000007550886,2.6837574e-9,0.00015170655,0.9713654,0.00029862052],"about_ca_topic_score_codex":0.0051382333,"about_ca_topic_score_gemma":0.002952818,"teacher_disagreement_score":0.95833296,"about_ca_system_score_codex":0.0013593584,"about_ca_system_score_gemma":0.016362898,"threshold_uncertainty_score":0.9997437},"labels":[],"label_agreement":null},{"id":"W3039158816","doi":"10.2196/19116","title":"Effects of a 12-Week Multifaceted Wearable-Based Program for People With Knee Osteoarthritis: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Arthritis Research Centre of Canada; Simon Fraser University; Research Canada; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Physical therapy; Medicine; Randomized controlled trial; Osteoarthritis; Physical activity; Activity monitor; Quality of life (healthcare); Internal medicine; Alternative medicine","score_opus":0.02004765272300539,"score_gpt":0.3092768672846988,"score_spread":0.28922921456169337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039158816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9298401,0.0037931816,0.00037325383,0.002657052,0.00021096876,0.06273093,0.000027716656,0.00022782166,0.00013896894],"genre_scores_gemma":[0.973651,0.00022693854,0.0064353575,0.0014599089,0.00026610075,0.017689262,0.000093006944,0.000058842837,0.000119610275],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973404,0.00031127685,0.00085492193,0.00048718232,0.00036192493,0.00064431963],"domain_scores_gemma":[0.9972248,0.0010380503,0.0004947405,0.00018587103,0.00016591935,0.0008906022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005042388,0.00035270382,0.0029765198,0.00012656405,0.00017003773,0.000024625668,0.000051880914,0.00017362267,0.000015994394],"category_scores_gemma":[0.00036949076,0.00024205819,0.00033880927,0.00021516586,0.00012094861,0.00006252126,0.0000124289,0.00021489296,0.000003587812],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92339677,0.0012388963,0.00007747294,0.00445417,0.000096537166,0.000017919509,0.00081144687,0.0000010681591,0.00021088678,0.00009917983,0.000047294325,0.06954835],"study_design_scores_gemma":[0.8969473,0.09890159,0.00011344704,0.0006407572,0.0010444865,0.000009004868,0.00013757848,0.001092419,0.0006813705,0.000020638457,0.00023831078,0.00017305488],"about_ca_topic_score_codex":0.000044411616,"about_ca_topic_score_gemma":0.00006117852,"teacher_disagreement_score":0.097662695,"about_ca_system_score_codex":0.00004211809,"about_ca_system_score_gemma":0.00089896115,"threshold_uncertainty_score":0.9870846},"labels":[],"label_agreement":null},{"id":"W3041222525","doi":"10.2196/18018","title":"Co-designing a Self-Management App Prototype to Support People With Spinal Cord Injury in the Prevention of Pressure Injuries: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Spinal cord injury; Poison control; Fidelity; Medicine; Computer science; Human–computer interaction; Spinal cord; Medical emergency","score_opus":0.0559376594364173,"score_gpt":0.4445588311956706,"score_spread":0.38862117175925326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041222525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77496743,0.000031996366,0.21106377,0.0052496116,0.00010683839,0.00806238,0.000003504426,0.00020052058,0.00031395792],"genre_scores_gemma":[0.9277206,0.000007673554,0.06978258,0.0013296258,0.000027717471,0.0011050649,0.0000025856875,0.000009957744,0.0000141993805],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99766684,0.00067270786,0.0005148847,0.00048611392,0.00031676528,0.0003426767],"domain_scores_gemma":[0.9990105,0.000051421903,0.00035113352,0.00037086915,0.00011347938,0.00010261911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018913082,0.00016868058,0.00031978663,0.0002690835,0.00017856336,0.000046520097,0.00050487975,0.00006072967,0.000004832201],"category_scores_gemma":[0.000025995605,0.00012544343,0.000018740304,0.0012897968,0.000034431956,0.0002681899,0.000117757845,0.0003898368,0.0000044386006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019138047,0.0053912,0.053291492,0.012000047,0.00040442322,0.000056701563,0.21831748,0.000032598244,0.00075768935,0.07161415,0.011427217,0.607569],"study_design_scores_gemma":[0.0048233056,0.24383102,0.6903523,0.00043297646,0.00022627761,0.000046783807,0.030067684,0.0021813186,0.002730968,0.002149852,0.022256188,0.0009013125],"about_ca_topic_score_codex":0.000037478716,"about_ca_topic_score_gemma":0.00003742299,"teacher_disagreement_score":0.6370608,"about_ca_system_score_codex":0.000053404652,"about_ca_system_score_gemma":0.00021691089,"threshold_uncertainty_score":0.51154345},"labels":[],"label_agreement":null},{"id":"W3041298171","doi":"10.2196/17919","title":"Design and Development of a Digital Weight Management Intervention (ToDAy): Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council Western Australia; National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; Healthway; Australian Government","keywords":"Weight management; Focus group; Thematic analysis; Behavior change; Intervention (counseling); Weight loss; Applied psychology; Qualitative research; Overweight; Usability; Psychology; Psychological intervention; mHealth; Behavior change methods; Digital health; Medicine; Social psychology; Computer science; Obesity; Health care; Marketing; Business","score_opus":0.16698112997045056,"score_gpt":0.5053074483318306,"score_spread":0.33832631836138005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041298171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058859,0.0020377147,0.058683816,0.009840587,0.0002906474,0.021436866,0.000071321134,0.00026565426,0.0014874941],"genre_scores_gemma":[0.9810707,0.0007531653,0.009749289,0.002080186,0.00012089573,0.0059858896,0.000056500125,0.00003802593,0.00014537868],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952539,0.0010532386,0.001828294,0.0006566675,0.00036797696,0.0008398959],"domain_scores_gemma":[0.99691737,0.00049544364,0.0007868562,0.0002663406,0.00015112448,0.0013828526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021328495,0.00027695217,0.0006085535,0.00018140314,0.0010915984,0.000014582965,0.00015728358,0.00014367717,0.00007148937],"category_scores_gemma":[0.000055059685,0.00024979765,0.00003218551,0.00038218475,0.00009033474,0.00017826253,0.00019629691,0.0005514838,0.00007269742],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019470522,0.0016101889,0.014745094,0.029752813,0.000114293915,0.0000083793375,0.4910859,0.0000026332782,0.0000059992954,0.009397216,0.0063099735,0.44502047],"study_design_scores_gemma":[0.022326857,0.006012793,0.14579408,0.0012137819,0.0002609671,0.000008647677,0.6401627,0.0010617509,0.000015973783,0.003070668,0.17894682,0.0011249412],"about_ca_topic_score_codex":0.000054278527,"about_ca_topic_score_gemma":0.00003060143,"teacher_disagreement_score":0.44389555,"about_ca_system_score_codex":0.00016135318,"about_ca_system_score_gemma":0.0007891486,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W3041302940","doi":"10.2196/17522","title":"Mobile Social Network–Based Smoking Cessation Intervention for Chinese Male Smokers: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Randomized controlled trial; Intervention (counseling); Medicine; Pilot trial; mHealth; Physical therapy; Psychology; Gerontology; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.06542899690080553,"score_gpt":0.4006326918785208,"score_spread":0.3352036949777153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041302940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788426,0.00031058193,0.0052512176,0.0030128106,0.000692017,0.011567877,0.00001708038,0.00013123242,0.00017458393],"genre_scores_gemma":[0.9903442,0.00008033458,0.00017004275,0.0026410548,0.002251608,0.0040610265,0.00034030463,0.000033758533,0.00007766171],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975265,0.00039834145,0.00094438344,0.00036737474,0.00034485277,0.0004185358],"domain_scores_gemma":[0.99847275,0.0003454201,0.000604218,0.00010996141,0.0001410286,0.00032663284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020012206,0.000226548,0.0013253698,0.000096987955,0.00038153646,0.000047437465,0.000055235054,0.00015671826,0.00012349848],"category_scores_gemma":[0.00027017444,0.00017521973,0.00038020677,0.00023220088,0.00007023746,0.00010440561,0.000013877191,0.00027502823,8.849409e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98118716,0.00037196392,0.009606047,0.0012688428,0.000057282257,0.0000015964636,0.0009905304,0.000021152526,0.000011103229,0.00016015145,0.0011242792,0.0051998743],"study_design_scores_gemma":[0.9775982,0.003889585,0.012318789,0.00009537142,0.00068443804,0.0000030649626,0.00016537192,0.004619422,0.000004876493,0.00019675706,0.00028047583,0.00014365051],"about_ca_topic_score_codex":0.000057402263,"about_ca_topic_score_gemma":0.0000054274738,"teacher_disagreement_score":0.011501608,"about_ca_system_score_codex":0.00012575625,"about_ca_system_score_gemma":0.00027487378,"threshold_uncertainty_score":0.71452534},"labels":[],"label_agreement":null},{"id":"W3041753706","doi":"10.2196/17893","title":"Co-Design in the Development of a Mobile Health App for the Management of Knee Osteoarthritis by Patients and Physicians: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta; Research Canada; Alberta Health; University of Calgary; University of British Columbia; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"mHealth; Qualitative research; Focus group; Medicine; Knowledge management; Medical education; Psychology; Nursing; Business; Psychological intervention; Computer science; Marketing","score_opus":0.103788893341055,"score_gpt":0.4831201257578112,"score_spread":0.3793312324167562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041753706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700173,0.010632272,0.0074194646,0.013478469,0.00021151117,0.097108826,0.00076302286,0.00007813653,0.00029100818],"genre_scores_gemma":[0.9347837,0.0018839156,0.0025516695,0.008058132,0.00006125589,0.052500654,0.00010148561,0.000032892727,0.000026280397],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942379,0.0017680937,0.0021010295,0.00052574306,0.0004620272,0.00090518],"domain_scores_gemma":[0.99587595,0.0019350984,0.0012287451,0.00034645977,0.00016064841,0.0004531057],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00469042,0.00025871914,0.00074222893,0.00008899124,0.0013786269,0.0000070887204,0.0002704957,0.00010083257,0.000009111435],"category_scores_gemma":[0.00004028047,0.00017872377,0.00003917763,0.0005191962,0.00014497785,0.00007093847,0.00006329388,0.00050664094,0.000004284402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083295617,0.0011343245,0.0039545,0.01574292,0.00004078669,2.1072105e-7,0.5028247,0.0000030936858,0.0000024072235,0.0016572835,0.010808897,0.4629979],"study_design_scores_gemma":[0.013339498,0.012440943,0.086529404,0.0007530164,0.000088792236,3.8696064e-7,0.812431,0.00016916027,0.000007213845,0.00041258268,0.073495656,0.00033238385],"about_ca_topic_score_codex":0.0002902822,"about_ca_topic_score_gemma":0.00022889332,"teacher_disagreement_score":0.46266553,"about_ca_system_score_codex":0.00013410703,"about_ca_system_score_gemma":0.0011038627,"threshold_uncertainty_score":0.99992144},"labels":[],"label_agreement":null},{"id":"W3041943293","doi":"10.2196/18999","title":"Developing a Heart Transplantation Self-Management Support Mobile Health App in Taiwan: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Thematic analysis; Medicine; Health care; Transplantation; Qualitative research; Telemedicine; Self-management; Quality of life (healthcare); Nursing; Psychological intervention; Computer science","score_opus":0.11060646546628913,"score_gpt":0.5100568672174847,"score_spread":0.3994504017511955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041943293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8238987,0.002275712,0.0035206967,0.10141368,0.0007681922,0.063735604,0.00031350748,0.0013999905,0.0026739694],"genre_scores_gemma":[0.8942119,0.0052198116,0.0058005583,0.052080784,0.00033913736,0.041909616,0.00024198645,0.000087869776,0.00010832861],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99018794,0.002765321,0.002840005,0.0013037211,0.0006559376,0.0022470662],"domain_scores_gemma":[0.9956373,0.0004274179,0.00085924694,0.0004825268,0.00016507042,0.002428454],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042316467,0.0005067088,0.0012008065,0.00043804254,0.0018642464,0.000021937343,0.0002954947,0.0002611938,0.00012548588],"category_scores_gemma":[0.000039658105,0.000508523,0.0000700366,0.0014468414,0.00007175838,0.0002518128,0.00011587077,0.0014705115,0.00030183417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013004511,0.0014969523,0.032605704,0.044623785,0.000050972176,0.00003798998,0.8313511,0.00001900608,0.0000023041964,0.024595175,0.017413985,0.046502553],"study_design_scores_gemma":[0.014125694,0.00631578,0.13199505,0.00065925217,0.00010192186,0.000017815075,0.5170507,0.00041371665,0.0000011571751,0.0010223592,0.32733598,0.00096058793],"about_ca_topic_score_codex":0.00097406894,"about_ca_topic_score_gemma":0.0011580864,"teacher_disagreement_score":0.31430045,"about_ca_system_score_codex":0.0010827925,"about_ca_system_score_gemma":0.004625433,"threshold_uncertainty_score":0.99973667},"labels":[],"label_agreement":null},{"id":"W3042328429","doi":"10.2196/17957","title":"Implementation of Telerehabilitation Interventions for the Self-Management of Cardiovascular Disease: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deakin University","keywords":"Telerehabilitation; Medicine; Psychological intervention; Telemedicine; MEDLINE; mHealth; PsycINFO; Physical therapy; Systematic review; Rehabilitation; Disease management; Health care; Physical medicine and rehabilitation; Disease; Nursing; Parkinson's disease; Pathology","score_opus":0.09926663085472333,"score_gpt":0.4893299849437217,"score_spread":0.3900633540889984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042328429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011766395,0.96458435,0.00022299742,0.001026958,0.00020466164,0.03341746,0.00047545598,0.000034492932,0.000021831638],"genre_scores_gemma":[0.0002603483,0.9922573,0.0005970875,0.0004011116,0.00010673862,0.006005041,0.00031305754,0.00004728619,0.000012010698],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99525064,0.0005379785,0.0027750505,0.0004612544,0.00055412535,0.00042093947],"domain_scores_gemma":[0.9963795,0.0004854861,0.0014547699,0.0007702061,0.00018760913,0.00072241976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025235207,0.0003368777,0.0042419992,0.0001592645,0.00016153361,0.000005594071,0.00013251395,0.00009749544,0.000010100605],"category_scores_gemma":[0.000073743955,0.00022089534,0.0021919135,0.0005059404,0.000054101078,0.0000410722,0.000055499815,0.00024928644,0.000003301128],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024255574,0.00007567996,0.0000034225095,0.66680324,0.000655348,0.0000011177807,0.000082843806,5.6701133e-8,8.8571234e-10,0.00027064033,0.00030750694,0.3317759],"study_design_scores_gemma":[0.00084608985,0.00063482224,0.00035552686,0.70015514,0.047869965,0.000021523005,0.0004964167,0.0000051590423,2.845369e-8,0.000009849958,0.2494838,0.00012169762],"about_ca_topic_score_codex":0.000107324384,"about_ca_topic_score_gemma":0.0000050966732,"teacher_disagreement_score":0.3316542,"about_ca_system_score_codex":0.00040795677,"about_ca_system_score_gemma":0.001920583,"threshold_uncertainty_score":0.900785},"labels":[],"label_agreement":null},{"id":"W3043620318","doi":"10.2196/16696","title":"Effects of a Novel Contextual Just-In-Time Mobile App Intervention (LowSalt4Life) on Sodium Intake in Adults With Hypertension: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sodium Intake and Health","field":"Nursing","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Excretion; Blood pressure; Urine; Urine sodium; Randomized controlled trial; Sodium; Internal medicine; Urinary system; Confidence interval; Chemistry","score_opus":0.03559880087643205,"score_gpt":0.3269456025415596,"score_spread":0.2913468016651275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043620318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97616065,0.0010106675,0.000047241363,0.004137456,0.0006818378,0.017685853,0.000015169312,0.00010634566,0.00015480666],"genre_scores_gemma":[0.98945796,0.0002547578,0.00014027687,0.007534142,0.0004692293,0.0020252587,0.00003268213,0.000058085472,0.000027586439],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99468464,0.0010969013,0.002038067,0.00075286505,0.00058357633,0.00084392814],"domain_scores_gemma":[0.9958063,0.0022125784,0.00093514286,0.00025304203,0.00012955937,0.000663412],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002134382,0.000453379,0.0031842466,0.0004079316,0.00013551509,0.000030708987,0.00019193364,0.00022401586,0.000026224738],"category_scores_gemma":[0.00061169086,0.00033751072,0.0002425086,0.0004896093,0.00019109745,0.0001383025,0.0000396117,0.00079342426,0.000018879815],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9828483,0.0030945865,0.00023069268,0.004839169,0.000031441174,0.000021571246,0.0046606874,0.0000131182605,0.00011241829,0.00015692091,0.00036272558,0.0036283878],"study_design_scores_gemma":[0.96478,0.024621503,0.0031694698,0.0018736869,0.00013711146,0.000011641418,0.00073794386,0.0041744662,0.00010851821,0.000022786504,0.00008383145,0.00027906787],"about_ca_topic_score_codex":0.0015422757,"about_ca_topic_score_gemma":0.00040240836,"teacher_disagreement_score":0.021526918,"about_ca_system_score_codex":0.00021081796,"about_ca_system_score_gemma":0.00033989124,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W3043789087","doi":"10.2196/19807","title":"Quality of Psychoeducational Apps for Military Members With Mild Traumatic Brain Injury: An Evaluation Utilizing the Mobile Application Rating Scale","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network; Government of Canada; Canadian Armed Forces; University of Alberta; Department of National Defence","funders":"","keywords":"Psychoeducation; mHealth; Rating scale; Best practice; Mental health; Medicine; Psychology; Medical emergency; Psychiatry; Psychological intervention","score_opus":0.31193272451852433,"score_gpt":0.5316370274119301,"score_spread":0.21970430289340576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043789087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635996,0.00058151886,0.0009908974,0.027939564,0.000044625525,0.006451567,0.00006692514,0.000043108947,0.00028218498],"genre_scores_gemma":[0.98694885,0.000042124197,0.0066122767,0.0036793568,0.00017301236,0.0022735994,0.00022832566,0.000027547741,0.000014923229],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99722147,0.0004789107,0.0007590845,0.00043243822,0.00074928766,0.0003588111],"domain_scores_gemma":[0.9978466,0.0006625585,0.00028316327,0.0003979514,0.0003224258,0.00048728418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040942426,0.00015636558,0.0003931993,0.0000785804,0.00031178718,0.000011281086,0.00012913172,0.00008146743,0.000042799642],"category_scores_gemma":[0.00025635812,0.000110976995,0.000050106686,0.0003988366,0.00017940608,0.00012959132,0.000014315905,0.00027738314,0.000001928644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014644592,0.0023807315,0.04515834,0.049248196,0.00018950517,2.3527323e-7,0.12159303,0.00022410703,0.003318684,0.0057271607,0.022675423,0.73484],"study_design_scores_gemma":[0.010641852,0.009675625,0.6920533,0.0005738108,0.00031128395,0.000022757651,0.09609806,0.18574917,0.00035964075,0.0018354603,0.002172848,0.00050616375],"about_ca_topic_score_codex":0.0003266142,"about_ca_topic_score_gemma":0.00021139432,"teacher_disagreement_score":0.7343338,"about_ca_system_score_codex":0.00011924276,"about_ca_system_score_gemma":0.0011137996,"threshold_uncertainty_score":0.45255104},"labels":[],"label_agreement":null},{"id":"W3043823624","doi":"10.2196/15654","title":"Challenges With Developing Secure Mobile Health Applications: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Popularity; Thematic analysis; Conceptual framework; Health care; Internet privacy; Computer science; Knowledge management; Business; Qualitative research; Psychology; Political science","score_opus":0.20315008749627345,"score_gpt":0.5350570417829098,"score_spread":0.33190695428663636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043823624","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.4565374e-7,0.8839044,0.00042197274,0.0031794528,0.00028045272,0.1104366,0.00028676132,0.00047413676,0.0010160997],"genre_scores_gemma":[4.6910372e-7,0.6029279,0.0012090909,0.011372044,0.00050121953,0.3824042,0.0009549161,0.0002065258,0.00042356984],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9812183,0.005443611,0.006670147,0.0024439858,0.0009678764,0.0032561244],"domain_scores_gemma":[0.9845773,0.0022637527,0.006500607,0.0027196358,0.00073322287,0.003205497],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.005897777,0.0015518648,0.011019666,0.0006142778,0.0035647193,0.000039129736,0.00082768005,0.0011979005,0.00012653002],"category_scores_gemma":[0.00020588306,0.0011517562,0.00042307272,0.0019817264,0.00018088,0.00018255897,0.00031574754,0.0038709375,0.00060360704],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043574905,0.000076267526,0.0000012472942,0.59657496,0.000056474706,0.0000033582849,0.00021495856,2.4794508e-8,2.9305602e-10,0.010225673,0.0035926283,0.38925007],"study_design_scores_gemma":[0.00027748855,0.00022562529,0.0000024251513,0.4562341,0.0008295678,0.000115067625,0.0005350126,5.976846e-7,1.0758595e-9,0.000037186983,0.54130185,0.00044105382],"about_ca_topic_score_codex":0.00014162826,"about_ca_topic_score_gemma":0.0003838111,"teacher_disagreement_score":0.53770924,"about_ca_system_score_codex":0.0023017116,"about_ca_system_score_gemma":0.032511577,"threshold_uncertainty_score":0.99972296},"labels":[],"label_agreement":null},{"id":"W3044373683","doi":"10.2196/17039","title":"Use of Mobile Phone App Interventions to Promote Weight Loss: Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Education, India","keywords":"Weight loss; Psychological intervention; Mobile phone; Medicine; mHealth; Meta-analysis; Randomized controlled trial; Type 2 diabetes; Scopus; Gerontology; Intervention (counseling); Obesity; MEDLINE; Diabetes mellitus; Computer science; Internal medicine; Psychiatry","score_opus":0.35001368564372204,"score_gpt":0.5472807995230636,"score_spread":0.1972671138793416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044373683","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040977025,0.9647942,0.0010130481,0.0029674675,0.00046804658,0.026509408,0.0036657727,0.00031077262,0.0002302817],"genre_scores_gemma":[0.00008649561,0.91383344,0.0038103815,0.0036920097,0.0005427948,0.0749665,0.0011171189,0.00018913388,0.0017621493],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98471624,0.0028266695,0.007288396,0.0020294606,0.0008118534,0.0023273735],"domain_scores_gemma":[0.9860359,0.0017312466,0.0047414834,0.0020509108,0.0005661267,0.004874372],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028130775,0.0012239044,0.011532235,0.0018490846,0.0015517147,0.000033587563,0.0007669709,0.0011973458,0.0016988416],"category_scores_gemma":[0.0003244272,0.0009620896,0.003821468,0.0053951265,0.0001857458,0.00021610381,0.00052152685,0.0029648812,0.0009264042],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008049153,0.000444746,0.00004998256,0.37052697,0.009977749,0.0000077583945,0.0009685183,0.000002767555,4.9531156e-8,0.0019401201,0.024145942,0.59185493],"study_design_scores_gemma":[0.00033127045,0.00038079632,0.00006637976,0.002434638,0.13672756,0.0000074503228,0.00007496522,0.000013430521,5.6453125e-8,0.000056766614,0.8594462,0.0004604513],"about_ca_topic_score_codex":0.0012995901,"about_ca_topic_score_gemma":0.00076710456,"teacher_disagreement_score":0.8353003,"about_ca_system_score_codex":0.0006785052,"about_ca_system_score_gemma":0.006325005,"threshold_uncertainty_score":0.99985147},"labels":[],"label_agreement":null},{"id":"W3044496807","doi":"10.2196/15331","title":"Usability of Wearable Devices With a Novel Cardiac Force Index for Estimating the Dynamic Cardiac Function: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tri-Service General Hospital; Chang Gung Medical Foundation; Medical Affairs Bureau; Chang Gung University","keywords":"Waist; Circumference; Heart rate; Wearable computer; Cardiac function curve; Simulation; Physical therapy; Medicine; Statistics; Computer science; Cardiology; Body mass index; Mathematics; Internal medicine; Blood pressure; Heart failure","score_opus":0.07023249441293268,"score_gpt":0.36522521019416276,"score_spread":0.2949927157812301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044496807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796568,0.0021130678,0.007986753,0.004660661,0.00019346384,0.0051998296,0.000081659295,0.00005289437,0.000054831595],"genre_scores_gemma":[0.99398124,0.00003785225,0.0039369976,0.0011760736,0.00030010322,0.00048055683,0.000035725938,0.000029022096,0.000022438686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806505,0.00012943211,0.00044315634,0.00043872732,0.00057118543,0.0003524624],"domain_scores_gemma":[0.9983568,0.00041955317,0.00022134412,0.00039518098,0.00025980847,0.00034730922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016715752,0.00019210251,0.0007898876,0.000041697374,0.0002880755,0.000024053285,0.00009531306,0.000069348054,0.0000034844072],"category_scores_gemma":[0.00020488151,0.00012925477,0.0001927015,0.00035940282,0.00009711364,0.00011123003,0.00004909061,0.00026220857,8.726912e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067526284,0.0006749066,0.9319153,0.015281279,0.00079542125,0.0000022189677,0.0035792177,0.001837334,0.00017823529,0.00014994429,0.0006591436,0.03817439],"study_design_scores_gemma":[0.002896091,0.0026363377,0.96231,0.00015751291,0.0007185828,0.000005451831,0.001500329,0.029020572,0.0000044092335,0.000024056033,0.00060259167,0.00012404053],"about_ca_topic_score_codex":0.0003312104,"about_ca_topic_score_gemma":0.000050728602,"teacher_disagreement_score":0.03805035,"about_ca_system_score_codex":0.00010150327,"about_ca_system_score_gemma":0.00070648425,"threshold_uncertainty_score":0.52708566},"labels":[],"label_agreement":null},{"id":"W3044525984","doi":"10.2196/21845","title":"Communication Technology Preferences of Hospitalized and Institutionalized Frail Older Adults During COVID-19 Confinement: Cross-Sectional Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"Universite Angers; Agence Nationale de la Recherche","keywords":"Loneliness; Medicine; Cross-sectional study; Preference; Gerontology; Nursing homes; Long-term care; Family medicine; Nursing; Psychiatry","score_opus":0.07746918231901928,"score_gpt":0.4104582284766948,"score_spread":0.3329890461576755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044525984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887151,0.001179893,0.000027789009,0.0078866845,0.000071092654,0.0016195345,0.00008779094,0.0002570168,0.00015506808],"genre_scores_gemma":[0.99771494,0.001427946,0.00016738736,0.0004772204,0.00003194775,0.00011117371,0.000039305687,0.000008955757,0.000021117316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751854,0.0006392142,0.0006002885,0.0004894077,0.0003674724,0.00038509435],"domain_scores_gemma":[0.998397,0.0002428089,0.00040156968,0.0002518036,0.0002265426,0.00048028005],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013526031,0.00015950442,0.0003610229,0.00020237817,0.0015551829,0.000041609375,0.00034380108,0.0002718432,0.00008069311],"category_scores_gemma":[0.0012101388,0.00015969641,0.000022626933,0.0006422106,0.0012743266,0.00016618945,0.0001643597,0.0003918045,0.0000027112153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035534147,0.00022258039,0.9755786,0.00041307448,0.000018839935,0.0000010843727,0.019271065,0.0000013466788,0.0000033368476,0.003527704,0.00005739513,0.00054964074],"study_design_scores_gemma":[0.0041662776,0.00030390025,0.9880394,0.00002801329,0.000009195347,0.000002093314,0.0060918545,0.000014357792,0.000004997738,0.00056697417,0.0006450284,0.00012792926],"about_ca_topic_score_codex":0.00970909,"about_ca_topic_score_gemma":0.009881249,"teacher_disagreement_score":0.013179211,"about_ca_system_score_codex":0.000119225275,"about_ca_system_score_gemma":0.0010735978,"threshold_uncertainty_score":0.99974465},"labels":[],"label_agreement":null},{"id":"W3044591803","doi":"10.2196/20482","title":"Assessing the Food and Drug Administration’s Risk-Based Framework for Software Precertification With Top Health Apps in the United States: Quality Improvement Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Internet privacy; Popularity; Food and drug administration; Medicine; Computer science; World Wide Web; Risk analysis (engineering); Psychological intervention; Psychology; Nursing","score_opus":0.16768718919071243,"score_gpt":0.513243249723949,"score_spread":0.3455560605332365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044591803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7590394,0.00080555107,0.03419771,0.18259801,0.00011195776,0.02283708,0.00025145058,0.00014836648,0.000010488736],"genre_scores_gemma":[0.9072621,0.0010775691,0.003987514,0.062765606,0.00029193875,0.02420347,0.0003571352,0.000048247144,0.0000064106603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99192005,0.0033812856,0.001944101,0.0009292156,0.0005417011,0.0012836598],"domain_scores_gemma":[0.99187654,0.0042223833,0.0017502857,0.0007818718,0.00028103343,0.0010878533],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0074275346,0.00037667798,0.0006272877,0.00015414685,0.004438195,0.00011132033,0.00034335678,0.0001894299,0.000009899438],"category_scores_gemma":[0.00070293946,0.00023225645,0.000041821124,0.0010681631,0.00014619392,0.00017493879,0.000053024894,0.0017519004,0.000003917161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028741984,0.002261164,0.59702843,0.026175117,0.00004963123,0.0000013376774,0.12736201,0.00019403361,9.505091e-7,0.01599506,0.0073815025,0.22067659],"study_design_scores_gemma":[0.007824371,0.009200162,0.7297564,0.00065619894,0.00012832401,0.0000022634729,0.19084352,0.004504937,0.0000028851393,0.0043072794,0.052217275,0.00055636227],"about_ca_topic_score_codex":0.0031860268,"about_ca_topic_score_gemma":0.0050322805,"teacher_disagreement_score":0.22012022,"about_ca_system_score_codex":0.000338954,"about_ca_system_score_gemma":0.004277925,"threshold_uncertainty_score":0.9968579},"labels":[],"label_agreement":null},{"id":"W3044596026","doi":"10.2196/19529","title":"Mobile Fotonovelas Within a Text Message Outreach: An Innovative Tool to Build Health Literacy and Influence Behaviors in Response to the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Outreach; Health literacy; Internet privacy; Empathy; Literacy; Pandemic; Health care; Psychology; Health communication; Mobile phone; Medicine; Disease; Public relations; Computer science; Coronavirus disease 2019 (COVID-19); Social psychology; Communication; Political science; Pedagogy","score_opus":0.10863508331726224,"score_gpt":0.41776362156366936,"score_spread":0.3091285382464071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044596026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9336974,0.000671239,0.000040207982,0.06145087,0.00015378608,0.0035187956,0.00027426807,0.00012990329,0.00006355695],"genre_scores_gemma":[0.7794153,0.00031001557,0.00034878627,0.21860951,0.0002637374,0.0008606254,0.000024603716,0.00003442809,0.0001329803],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.995647,0.00075713155,0.0012595963,0.0008856388,0.00041607852,0.0010345351],"domain_scores_gemma":[0.9959536,0.0004014856,0.00040468416,0.0004647141,0.00017787103,0.0025976081],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033877492,0.0003949823,0.000687713,0.00042020302,0.0010740114,0.00028463014,0.00035203254,0.00011398439,0.00008316941],"category_scores_gemma":[0.00051955675,0.00030027155,0.000030333444,0.0006947332,0.0002494297,0.0006063118,0.0001529975,0.0007611799,0.000038772203],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026228481,0.00018115615,0.0699177,0.0011451337,0.0000063390535,0.000017280223,0.888168,0.00011070346,0.000028694574,0.008097053,0.0032511416,0.026453983],"study_design_scores_gemma":[0.0026421554,0.009565638,0.18250397,0.00027796655,0.000019536235,0.00004201328,0.030637177,0.00022934485,0.0000023417108,0.00040717522,0.77291256,0.00076011755],"about_ca_topic_score_codex":0.008510797,"about_ca_topic_score_gemma":0.011583925,"teacher_disagreement_score":0.8575308,"about_ca_system_score_codex":0.00040948193,"about_ca_system_score_gemma":0.002814901,"threshold_uncertainty_score":0.9999449},"labels":[],"label_agreement":null},{"id":"W3044670220","doi":"10.2196/20356","title":"Social and Behavior Change Communication Interventions Delivered Face-to-Face and by a Mobile Phone to Strengthen Vaccination Uptake and Improve Child Health in Rural India: Randomized Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Université de Montréal; Canadian Institutes of Health Research; Grand Challenges Canada; McGill University; Bill and Melinda Gates Foundation","keywords":"Psychological intervention; Medicine; mHealth; Disadvantaged; Health facility; Empowerment; Logistic regression; Environmental health; Nursing; Population","score_opus":0.0867802309948776,"score_gpt":0.4053482738052496,"score_spread":0.31856804281037204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044670220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95525295,0.0047826385,0.000030458841,0.03200477,0.000043956967,0.0077374266,0.00006736821,0.000044429842,0.000035983798],"genre_scores_gemma":[0.9885693,0.006843438,0.000088267036,0.0026721347,0.00010859986,0.001638838,0.000039884886,0.000015899801,0.0000236443],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976043,0.00082642224,0.0005820558,0.00036673734,0.00018804803,0.00043241927],"domain_scores_gemma":[0.9987658,0.00012589982,0.00025727713,0.00011568191,0.000055106808,0.00068020244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481554,0.00018055415,0.000598561,0.00014224765,0.0010734515,0.000105906765,0.00012416249,0.00006814167,0.000020475782],"category_scores_gemma":[0.000088836234,0.0001820322,0.000030235175,0.00034828225,0.000029470784,0.00027726524,0.00013951017,0.00028587956,0.0000028479058],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006766381,0.0019655053,0.03121726,0.00086540164,0.000031316078,0.0000021286087,0.51510847,5.656458e-7,0.000011348596,0.0005462048,0.0014055145,0.44207987],"study_design_scores_gemma":[0.046461273,0.0051236567,0.8832281,0.00014880928,0.000093148345,0.0000017953952,0.063879795,0.000118199074,9.974065e-7,0.00008286309,0.0005442047,0.00031712875],"about_ca_topic_score_codex":0.008361804,"about_ca_topic_score_gemma":0.012955063,"teacher_disagreement_score":0.85201085,"about_ca_system_score_codex":0.000140995,"about_ca_system_score_gemma":0.0001268831,"threshold_uncertainty_score":0.9982416},"labels":[],"label_agreement":null},{"id":"W3044769471","doi":"10.2196/18985","title":"A Mobile App Specifically Designed to Facilitate Exercise in Parkinson Disease: Single-Cohort Pilot Study on Feasibility, Safety, and Signal of Efficacy","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mobile apps; Physical therapy; Parkinson's disease; Cohort; Physical medicine and rehabilitation; Disease; mHealth; Prospective cohort study; Test (biology); Psychological intervention; Computer science; Internal medicine; Nursing; World Wide Web","score_opus":0.1899262290660987,"score_gpt":0.42891953232140345,"score_spread":0.23899330325530474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044769471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95645916,0.0016695509,0.000511278,0.0056234477,0.00014756297,0.034502443,0.00032465326,0.00019699354,0.00056491955],"genre_scores_gemma":[0.9841505,0.0027697152,0.00048378235,0.0046936176,0.00018577243,0.0074628084,0.000057890327,0.000067929635,0.00012795853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99220884,0.0014124536,0.002557285,0.0015271474,0.0006868991,0.0016073914],"domain_scores_gemma":[0.9924098,0.0011441581,0.0006044296,0.0007619412,0.00020260079,0.00487706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025894074,0.00050498557,0.0013362999,0.00036353586,0.00090634025,0.000017264187,0.0003180207,0.00017417764,0.00012117424],"category_scores_gemma":[0.00031148223,0.0004763635,0.000057074318,0.0010387829,0.00015439355,0.000108408916,0.00021863854,0.0011035899,0.000106527135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.043859124,0.008666449,0.81850445,0.015687872,0.00002091052,0.000023796549,0.023336573,0.00008947696,0.0002313489,0.0010576083,0.004104618,0.08441775],"study_design_scores_gemma":[0.0058369455,0.013206409,0.9526052,0.0005993733,0.000056128396,7.255109e-7,0.002481576,0.00013577113,0.0000029095354,0.00015519829,0.02457846,0.00034132862],"about_ca_topic_score_codex":0.0006904158,"about_ca_topic_score_gemma":0.00033028045,"teacher_disagreement_score":0.1341007,"about_ca_system_score_codex":0.00046279386,"about_ca_system_score_gemma":0.0016953,"threshold_uncertainty_score":0.9997688},"labels":[],"label_agreement":null},{"id":"W3044882787","doi":"10.2196/19582","title":"In-Home Rehabilitation Using a Smartphone App Coupled With 3D Printed Functional Objects: Single-Subject Design Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Physical medicine and rehabilitation; Usability; Task (project management); Rehabilitation; Physical therapy; Activities of daily living; Stroke (engine); System usability scale; Medicine; mHealth; Psychology; Computer science; Human–computer interaction; Nursing; Heuristic evaluation","score_opus":0.07179001507397698,"score_gpt":0.34305408269366955,"score_spread":0.2712640676196926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044882787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878287,0.0003219492,0.0044183503,0.004090274,0.00020272819,0.0029610659,0.000004341871,0.00010997187,0.00006265089],"genre_scores_gemma":[0.98563474,0.000036359987,0.011244254,0.0026297385,0.0002359369,0.00013146791,0.000014352191,0.000035676825,0.00003748406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976789,0.00031938692,0.00061207666,0.0005473601,0.00041975838,0.00042256704],"domain_scores_gemma":[0.9982558,0.0006280432,0.00019941077,0.00019128415,0.00017069787,0.0005547536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066969066,0.0002279126,0.0005583769,0.00029467914,0.00015399195,0.000020874353,0.000038919043,0.000101539335,0.00006184431],"category_scores_gemma":[0.0003089906,0.00018025073,0.00005109904,0.0007960877,0.000105485466,0.00015958484,0.000020073967,0.0003700652,0.00001124135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031083222,0.005651097,0.8988703,0.007620762,0.00015381735,0.00009628801,0.043089535,0.0018123043,0.0034105303,0.00006896332,0.0010064328,0.0071367603],"study_design_scores_gemma":[0.010228583,0.01637038,0.9454893,0.00025069134,0.000102406884,0.000067202185,0.009015211,0.018012755,0.000015701147,0.00003258617,0.0001785074,0.0002366752],"about_ca_topic_score_codex":0.00018703044,"about_ca_topic_score_gemma":0.00006979548,"teacher_disagreement_score":0.046619013,"about_ca_system_score_codex":0.00038751814,"about_ca_system_score_gemma":0.0009991558,"threshold_uncertainty_score":0.73504114},"labels":[],"label_agreement":null},{"id":"W3045066320","doi":"10.2196/19962","title":"Predicting Early Warning Signs of Psychotic Relapse From Passive Sensing Data: An Approach Using Encoder-Decoder Neural Networks","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Computer science; Artificial neural network; Medicine; Artificial intelligence","score_opus":0.20079132442191924,"score_gpt":0.43833341037686,"score_spread":0.23754208595494078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045066320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616094,0.0010779676,0.032964695,0.00118373,0.0011889983,0.00088632724,0.00035026183,0.00016429977,0.000574269],"genre_scores_gemma":[0.99088156,0.000018676026,0.0059360014,0.001883535,0.0007617545,0.000015745127,0.000406577,0.00007760776,0.00001856572],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99565935,0.0007046243,0.0012628312,0.0011120291,0.00030760866,0.00095356995],"domain_scores_gemma":[0.99685025,0.00028118188,0.00084033096,0.00077037246,0.000077709235,0.0011801706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006085871,0.00032259268,0.00061089976,0.000120790646,0.00041492956,0.00007707168,0.00037789517,0.00023875073,0.000035964014],"category_scores_gemma":[0.00007636868,0.0003329474,0.000075397875,0.00040654143,0.00014790938,0.0006657903,0.00019701122,0.00086648413,0.000008037296],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005660903,0.0044238237,0.31722268,0.007699693,0.0005847956,0.00019934514,0.09288935,0.009034727,0.00017814954,0.0030673624,0.0042016455,0.5548375],"study_design_scores_gemma":[0.0020544243,0.002200744,0.056889486,0.00034143537,0.00016298587,0.00006588827,0.0045751273,0.9327375,0.000004361444,0.00044293635,0.00009973036,0.00042533156],"about_ca_topic_score_codex":0.0029615902,"about_ca_topic_score_gemma":0.00009891581,"teacher_disagreement_score":0.92370284,"about_ca_system_score_codex":0.00009730997,"about_ca_system_score_gemma":0.00015198653,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W3045088856","doi":"10.2196/17703","title":"Untold Stories in User-Centered Design of Mobile Health: Practical Challenges and Strategies Learned From the Design and Evaluation of an App for Older Adults With Heart Failure","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"mHealth; Stakeholder; Computer science; Formative assessment; User-centered design; Process (computing); Multidisciplinary approach; Process management; Knowledge management; Medicine; Human–computer interaction; Nursing; Psychology; Engineering; Psychological intervention","score_opus":0.27913204411830245,"score_gpt":0.493632886625242,"score_spread":0.21450084250693957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045088856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8521061,0.028124873,0.010213185,0.07185133,0.00011449081,0.03724639,0.00022577123,0.000099889345,0.000017959313],"genre_scores_gemma":[0.94282645,0.015017407,0.023770852,0.0032743094,0.00018848738,0.014786422,0.00008307508,0.00005010136,0.0000028835486],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9933429,0.0031780878,0.0013475475,0.0007781457,0.0004984864,0.0008548591],"domain_scores_gemma":[0.99415773,0.0029737419,0.0009971329,0.00041104975,0.0004470846,0.0010132687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050378335,0.0003031455,0.0008917131,0.000106250125,0.0006758939,0.000015958845,0.00013138787,0.00028256478,0.000017018201],"category_scores_gemma":[0.0002734332,0.00022349124,0.00002438155,0.00026516456,0.00022750386,0.00033269994,0.000052752544,0.00069537497,9.993097e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030674955,0.0023448933,0.023739697,0.071362786,0.0001131804,0.000001984922,0.31346217,0.0010562813,0.00011732446,0.02876636,0.012166915,0.51619345],"study_design_scores_gemma":[0.04032134,0.024858939,0.43534282,0.0046242815,0.00040439554,0.000020881676,0.39687306,0.05761558,0.000052725747,0.005086583,0.03376626,0.0010331447],"about_ca_topic_score_codex":0.0016545131,"about_ca_topic_score_gemma":0.00249073,"teacher_disagreement_score":0.5151603,"about_ca_system_score_codex":0.00012985246,"about_ca_system_score_gemma":0.005340667,"threshold_uncertainty_score":0.9474114},"labels":[],"label_agreement":null},{"id":"W3045194137","doi":"10.2196/19280","title":"Archetypes of Gamification: Analysis of mHealth Apps","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Educational Games and Gamification","field":"Psychology","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Karlsruhe Institute of Technology","keywords":"mHealth; Archetype; Computer science; Set (abstract data type); App store; Knowledge management; Data science; World Wide Web; Psychology; Psychological intervention","score_opus":0.1145338996772181,"score_gpt":0.4354632738814116,"score_spread":0.3209293742041935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045194137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969148,0.003904496,0.0012492824,0.021274667,0.00016829422,0.00045137506,0.00012154217,0.00003746471,0.0036448974],"genre_scores_gemma":[0.99627,0.00079884107,0.00060620566,0.0018212238,0.00013501373,0.00004588724,0.00014422295,0.000011982922,0.00016661934],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99825406,0.00017724074,0.0007248299,0.00036410437,0.000209802,0.00026993515],"domain_scores_gemma":[0.99837554,0.00017369117,0.0005811769,0.00032768984,0.00015132375,0.00039060952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045061435,0.000117188334,0.00045395773,0.00024438958,0.00006460696,0.0000046738896,0.00014460384,0.000096321026,0.00031846188],"category_scores_gemma":[0.00004217019,0.000111752044,0.00008786987,0.0012211684,0.00011688046,0.000038745362,0.0000166398,0.00016210196,0.000017660568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010794116,0.0016203485,0.32375342,0.005061544,0.0009846183,0.0000012257732,0.09917728,0.00013457343,0.0003546188,0.40381718,0.011861799,0.15215398],"study_design_scores_gemma":[0.00033140017,0.000302775,0.98651904,0.000013409371,0.00034060556,0.0000011664766,0.0026967102,0.00057230616,0.000014674707,0.00023720876,0.008883462,0.0000872535],"about_ca_topic_score_codex":0.00036201798,"about_ca_topic_score_gemma":0.00002806853,"teacher_disagreement_score":0.6627656,"about_ca_system_score_codex":0.000029969755,"about_ca_system_score_gemma":0.00027610068,"threshold_uncertainty_score":0.4557116},"labels":[],"label_agreement":null},{"id":"W3045265858","doi":"10.2196/14315","title":"mHealth and Engagement Concerning Persons With Chronic Somatic Health Conditions: Integrative Literature Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Linnéuniversitetet; Indian Institute of Technology Madras; Blekinge Tekniska Högskola; VINNOVA","keywords":"mHealth; CINAHL; Critical appraisal; Psychology; Health care; Inclusion (mineral); Applied psychology; Medicine; Psychological intervention; Social psychology; Alternative medicine","score_opus":0.13538960069526637,"score_gpt":0.5129256377276791,"score_spread":0.3775360370324127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045265858","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015534939,0.94542146,0.0002001032,0.018225351,0.0005279573,0.03230043,0.0020266103,0.00051622087,0.00076631515],"genre_scores_gemma":[0.00005356589,0.9260904,0.0009870573,0.0291239,0.0013607348,0.038579237,0.002971581,0.00030212535,0.00053140527],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9814321,0.0066173384,0.0049509523,0.0025729209,0.00090575486,0.0035209751],"domain_scores_gemma":[0.9845808,0.0024617,0.0054574073,0.0013766156,0.0004198009,0.005703674],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0041763135,0.0019157273,0.0073056314,0.00073321094,0.0060781287,0.000091549344,0.00061642774,0.0010651964,0.00028052652],"category_scores_gemma":[0.00036609764,0.0013936916,0.00034646966,0.0022938473,0.000499757,0.0003556663,0.00035478847,0.008466199,0.00025145678],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032689222,0.00007268797,0.0000511501,0.51414466,0.000072838535,0.00001679401,0.0023507683,6.658937e-8,1.0599449e-8,0.0043069315,0.025994446,0.45295697],"study_design_scores_gemma":[0.0012091884,0.001223564,0.00013128662,0.27321962,0.000801282,0.00018008317,0.000776026,0.000033073473,4.7881876e-9,0.00011303523,0.72168124,0.00063161243],"about_ca_topic_score_codex":0.00054866547,"about_ca_topic_score_gemma":0.0008226563,"teacher_disagreement_score":0.69568676,"about_ca_system_score_codex":0.0036246374,"about_ca_system_score_gemma":0.033377625,"threshold_uncertainty_score":0.99935865},"labels":[],"label_agreement":null},{"id":"W3045330112","doi":"10.2196/17926","title":"Psychometric Properties of the Korean Version of the PsyMate Scale Using a Smartphone App: Ecological Momentary Assessment Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Family Support in Illness","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intraclass correlation; Psychology; Scale (ratio); Rating scale; Descriptive statistics; Mann–Whitney U test; Test (biology); Pearson product-moment correlation coefficient; Clinical psychology; Medicine; Statistics; Psychometrics; Ecology; Developmental psychology; Geography; Mathematics","score_opus":0.10604291133610254,"score_gpt":0.38665996355870863,"score_spread":0.2806170522226061,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045330112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901073,0.00022282978,0.0000035130806,0.0070719076,0.0004894963,0.0014686882,0.000018543327,0.000022971977,0.0005947742],"genre_scores_gemma":[0.9983545,0.00017784772,0.000081872015,0.0012402881,0.000090182075,0.000018363991,8.833354e-7,0.000008328659,0.000027728884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764585,0.0006255555,0.00044682506,0.00025405866,0.00067063887,0.0003570552],"domain_scores_gemma":[0.99903464,0.00006685037,0.0003608712,0.00023171947,0.00007351635,0.00023242559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011115073,0.00011414855,0.0003015722,0.00006496069,0.00081185537,0.000016595986,0.00037671384,0.00007174262,0.000033859735],"category_scores_gemma":[0.00006921756,0.00006239432,0.00007863299,0.001230871,0.00038909155,0.00008837781,0.00018348491,0.00023807038,0.0000011321274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013208424,0.00067885144,0.96621466,0.0006078505,0.000017818253,3.7055318e-7,0.027919222,0.000024989673,0.00027283022,0.00009815724,0.0013196232,0.00271354],"study_design_scores_gemma":[0.00068016397,0.00041190162,0.96216184,0.000058073045,0.000048345733,6.247174e-7,0.0355676,0.00019299866,0.000062266416,0.00005450466,0.0006785357,0.000083118386],"about_ca_topic_score_codex":0.0036580581,"about_ca_topic_score_gemma":0.000531497,"teacher_disagreement_score":0.008247229,"about_ca_system_score_codex":0.00018047418,"about_ca_system_score_gemma":0.00075212587,"threshold_uncertainty_score":0.6244217},"labels":[],"label_agreement":null},{"id":"W3045345874","doi":"10.2196/15948","title":"Comparison of Geographic Information System and Subjective Assessments of Momentary Food Environments as Predictors of Food Intake: An Ecological Momentary Assessment Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Logistic regression; Geographic information system; Environmental health; Ecology; Geography; Medicine; Cartography; Biology","score_opus":0.056290822376202865,"score_gpt":0.38419182202792673,"score_spread":0.32790099965172387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045345874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966985,0.0003501535,0.000026905365,0.00041641082,0.00006799888,0.002020766,0.00026273108,0.000016449918,0.00014011125],"genre_scores_gemma":[0.9987596,0.00036585043,0.0002120936,0.00034190537,0.000042551263,0.00010135302,0.00016806257,0.0000079955325,5.407518e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790406,0.00015134251,0.0009281534,0.00024372463,0.0005360308,0.00023669885],"domain_scores_gemma":[0.9987588,0.000063024054,0.0005717434,0.00013011844,0.000059312624,0.00041698696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031708364,0.0001744731,0.00076857605,0.00013262796,0.00012023529,0.0000051017864,0.00006125979,0.00007682644,0.00001103305],"category_scores_gemma":[0.000009518976,0.00014731148,0.00004752777,0.00017012206,0.00012116906,0.00017797764,0.00009751553,0.00020327992,2.8949663e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009373642,0.0029639704,0.98926413,0.0036010589,0.0002596843,8.8926464e-7,0.0020971517,0.0000044338562,0.00004058061,0.0002115434,0.00006981641,0.00054939557],"study_design_scores_gemma":[0.004293196,0.05077956,0.9130591,0.00009699576,0.00020943937,0.0000036508102,0.031076,0.00025029565,0.000058272948,0.000027780798,0.00006796586,0.00007774346],"about_ca_topic_score_codex":0.00021941125,"about_ca_topic_score_gemma":0.00002149792,"teacher_disagreement_score":0.07620501,"about_ca_system_score_codex":0.00014235538,"about_ca_system_score_gemma":0.00012634553,"threshold_uncertainty_score":0.6007188},"labels":[],"label_agreement":null},{"id":"W3045429973","doi":"10.2196/17665","title":"The Effect of Women’s Differential Access to Messages on Their Adoption of Mobile Health Services and Pregnancy Behavior in Bangladesh: Retrospective Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian National University; Australian Government; United States Agency for International Development","keywords":"Medicine; Pregnancy; Psychological intervention; mHealth; Family medicine; Mobile phone; Cross-sectional study; Nursing","score_opus":0.05277742385702468,"score_gpt":0.4538121962511793,"score_spread":0.40103477239415464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045429973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766203,0.0014777915,0.00001601864,0.0010960157,0.00032387738,0.020083938,0.00026334706,0.000066630935,0.000052066473],"genre_scores_gemma":[0.9570791,0.0022447864,0.000014926272,0.0013512749,0.000171827,0.039035153,0.000043351585,0.000041438947,0.000018132503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99377394,0.0015445784,0.0019994131,0.00082364003,0.0005193256,0.0013391292],"domain_scores_gemma":[0.99549454,0.0010840333,0.0012133511,0.00047748385,0.00019384718,0.0015367199],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00236364,0.0003662832,0.0010737266,0.00025406183,0.0014721516,0.000034474248,0.00037285444,0.00023350665,0.00004210106],"category_scores_gemma":[0.00009147738,0.00025711494,0.000059133243,0.00070974656,0.00014265208,0.00016898726,0.00023754896,0.0010131294,0.0000072426174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016803937,0.0003659028,0.9566707,0.008655592,0.000011613005,6.16186e-7,0.010665531,0.000009023271,0.000014302202,0.00042487765,0.000062478524,0.021438966],"study_design_scores_gemma":[0.0030737408,0.012003943,0.9804102,0.00047774284,0.00001373882,7.589194e-7,0.0032141216,0.000064004846,0.000010638669,0.000048535556,0.0005458128,0.00013676334],"about_ca_topic_score_codex":0.0014354635,"about_ca_topic_score_gemma":0.0012011487,"teacher_disagreement_score":0.023739494,"about_ca_system_score_codex":0.00076805585,"about_ca_system_score_gemma":0.0008990931,"threshold_uncertainty_score":0.9999881},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W3045502942","doi":"10.2196/17134","title":"Assessment of the Fairness of Privacy Policies of Mobile Health Apps: Scale Development and Evaluation in Cancer Apps","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Sevilla","keywords":"mHealth; Usability; Internet privacy; Scale (ratio); Privacy policy; Android (operating system); Computer science; App store; Mobile apps; Information privacy; World Wide Web; Medicine; Psychological intervention; Nursing; Human–computer interaction","score_opus":0.19898166630003675,"score_gpt":0.572091851021339,"score_spread":0.3731101847213022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045502942","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014704642,0.95533353,0.000040612595,0.0012661628,0.00031803365,0.02755323,0.00044870816,0.000030988118,0.0003041148],"genre_scores_gemma":[0.020615844,0.9393136,0.00087908073,0.00072915794,0.00016025128,0.038050186,0.0001348462,0.00007047091,0.00004659373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9887004,0.002754019,0.005498341,0.00085955893,0.0009674063,0.0012203117],"domain_scores_gemma":[0.99087083,0.0008602173,0.0060032737,0.00085118815,0.00043052286,0.0009839528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005207311,0.0005757171,0.0038702216,0.00053176517,0.0007375867,0.000005259346,0.0005002104,0.0005771172,0.000048292677],"category_scores_gemma":[0.000114855226,0.00042442724,0.0001682826,0.0015281577,0.0002978421,0.00008124888,0.00039327473,0.0015832481,0.0000023768805],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019777184,0.00021347689,0.0063183936,0.2542861,0.000019655197,7.49718e-8,0.0041634575,0.0000026535713,2.196311e-7,0.0013461709,0.0004426471,0.7331874],"study_design_scores_gemma":[0.0013777985,0.00038516987,0.05819613,0.029645981,0.00021818689,0.0000031395343,0.0017595844,0.00012536523,8.7251794e-7,0.00011841133,0.9078922,0.0002771245],"about_ca_topic_score_codex":0.005311676,"about_ca_topic_score_gemma":0.0023681691,"teacher_disagreement_score":0.9074496,"about_ca_system_score_codex":0.0014934707,"about_ca_system_score_gemma":0.04435175,"threshold_uncertainty_score":0.99982077},"labels":[],"label_agreement":null},{"id":"W3045506621","doi":"10.2196/20488","title":"Digital Cardiovascular Biomarker Responses to Transcutaneous Cervical Vagus Nerve Stimulation: State-Space Modeling, Prediction, and Simulation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vagus Nerve Stimulation Research","field":"Neuroscience","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Center for Advancing Translational Sciences; National Institute of Mental Health; National Heart, Lung, and Blood Institute; U.S. Department of Veterans Affairs","keywords":"Photoplethysmogram; Biomarker; Medicine; Heart rate variability; Heart rate; Vagus nerve stimulation; Vagal tone; Cardiology; Electrocardiography; Stimulation; Internal medicine; Vagus nerve; Blood pressure; Computer science","score_opus":0.12611013637549595,"score_gpt":0.38425072167059154,"score_spread":0.2581405852950956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045506621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538661,0.0005698689,0.035482585,0.00785119,0.00008663822,0.001408781,0.00028878954,0.00024561118,0.00020039747],"genre_scores_gemma":[0.9976952,0.00013491088,0.00023145488,0.00154634,0.00014074752,0.000041097726,0.00002152212,0.00004513673,0.00014358608],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99653965,0.0004284803,0.0005795744,0.00095677446,0.0008611822,0.0006343295],"domain_scores_gemma":[0.9974629,0.0005503122,0.00008059933,0.00032623246,0.00015696212,0.0014229731],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044042044,0.00026636219,0.00039912175,0.00021841054,0.0004491884,0.00022360156,0.00014788804,0.00012580163,0.00002906404],"category_scores_gemma":[0.0007930194,0.00025765083,0.00009946446,0.0007438399,0.00009670893,0.00040764821,0.00008897536,0.00031805667,0.000028631122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029424082,0.000096269185,0.011092609,0.000775787,0.000026215977,0.00007705602,0.003745901,0.9388402,0.0005485142,0.00010483475,0.00017594628,0.04157426],"study_design_scores_gemma":[0.0011792068,0.0006997423,0.025067613,0.00002377834,0.000027998665,0.000044729575,0.00008135418,0.9694864,0.000043225802,0.0001091663,0.003015973,0.00022077691],"about_ca_topic_score_codex":0.00007394718,"about_ca_topic_score_gemma":0.000006954779,"teacher_disagreement_score":0.043829065,"about_ca_system_score_codex":0.00009421832,"about_ca_system_score_gemma":0.0002683588,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W3045661490","doi":"10.2196/18288","title":"Acceptability of a Mobile Health Behavior Change Intervention for Cancer Survivors With Obesity or Overweight: Nested Mixed Methods Study Within a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Irish Cancer Society","keywords":"mHealth; Overweight; Intervention (counseling); Thematic analysis; Context (archaeology); Psychological intervention; Medicine; Behavior change; Randomized controlled trial; Behavior change methods; Qualitative research; Gerontology; Physical therapy; Obesity; Nursing","score_opus":0.10017801723304155,"score_gpt":0.46923646315256146,"score_spread":0.3690584459195199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045661490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923121,0.002638426,0.0010619591,0.0013252904,0.00089028064,0.070718825,0.0001379493,0.000096824486,0.000009464945],"genre_scores_gemma":[0.9269288,0.00040766152,0.0011653228,0.001341827,0.00041251758,0.06958993,0.00005551015,0.00004783357,0.000050557843],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9934973,0.00280364,0.0019015665,0.0007413493,0.00048383998,0.00057228724],"domain_scores_gemma":[0.996021,0.00084867526,0.0014562076,0.0003696178,0.00035969127,0.0009448589],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0063623386,0.00039699153,0.004078794,0.00015746776,0.00021842074,0.000023959174,0.000121416415,0.0001536933,0.00018345584],"category_scores_gemma":[0.00035658095,0.00024726192,0.00044979103,0.0005513744,0.0001608665,0.00012839149,0.00005216717,0.00037266227,3.4014704e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87770116,0.0026758576,0.013704551,0.0055634403,0.00018913789,0.0000033489002,0.036313236,6.5725425e-7,0.0000023973107,0.000028305316,0.00003347952,0.06378443],"study_design_scores_gemma":[0.90952736,0.031128075,0.034833178,0.00018467937,0.0013988076,0.000005773968,0.021811089,0.00054678036,0.000023055713,0.000011389326,0.00028714893,0.00024266038],"about_ca_topic_score_codex":0.027604014,"about_ca_topic_score_gemma":0.0511661,"teacher_disagreement_score":0.06354177,"about_ca_system_score_codex":0.0002562298,"about_ca_system_score_gemma":0.0015598022,"threshold_uncertainty_score":0.999998},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3045693591","doi":"10.2196/18156","title":"Patients and Medical Staff Attitudes Toward the Future Inclusion of eHealth in Tuberculosis Management: Perspectives From Six Countries Evaluated using a Qualitative Framework","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"eHealth; Inclusion (mineral); Qualitative research; Tuberculosis; mHealth; Tb treatment; Medicine; Nursing; Family medicine; Psychology; Health care; Psychological intervention; Sociology; Social psychology; Political science","score_opus":0.0767701080023572,"score_gpt":0.4680162091661483,"score_spread":0.3912461011637911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045693591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85806596,0.012069358,0.00008116744,0.12851368,0.00006117109,0.001064176,0.000085137675,0.000022373883,0.000036951045],"genre_scores_gemma":[0.96149474,0.027769458,0.001182598,0.009178801,0.00026130202,0.000038327922,0.000054042335,0.000019446634,0.0000013046096],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99590117,0.0013592717,0.0007217226,0.00053467596,0.0008822359,0.00060093054],"domain_scores_gemma":[0.997504,0.00097574276,0.00023267587,0.00019483689,0.0001840602,0.0009087107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019551478,0.00022197024,0.00076105684,0.00015106695,0.00034473982,0.000012240205,0.00014173561,0.0002606405,0.00009188455],"category_scores_gemma":[0.00087853766,0.00014711218,0.00005006959,0.00045454627,0.0003956176,0.000091047834,0.0004094826,0.00082795206,0.0000024037947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005398542,0.00093640643,0.4534401,0.008614055,0.0002675523,0.0000317268,0.5036886,0.000007931174,0.000010186319,0.0054541933,0.0016208714,0.020529892],"study_design_scores_gemma":[0.0036689567,0.0020712425,0.9048719,0.0008244883,0.00012455866,0.0000050384965,0.08150358,0.003997917,0.0000034036502,0.001845543,0.0009010957,0.00018228801],"about_ca_topic_score_codex":0.00236661,"about_ca_topic_score_gemma":0.00032807537,"teacher_disagreement_score":0.4514318,"about_ca_system_score_codex":0.0002352783,"about_ca_system_score_gemma":0.0005237663,"threshold_uncertainty_score":0.599906},"labels":[],"label_agreement":null},{"id":"W3045843059","doi":"10.2196/17480","title":"A Novel Device for Smartphone-Based Fundus Imaging and Documentation in Clinical Practice: Comparative Image Analysis Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ophthalmology and Visual Health Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Fundus (uterus); Image quality; Contrast (vision); Medicine; Fundus camera; Ophthalmology; Artificial intelligence; Optometry; Computer vision; Computer science; Ophthalmoscopy; Retinal; Image (mathematics)","score_opus":0.4139959170434661,"score_gpt":0.6549566368404193,"score_spread":0.24096071979695316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045843059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670856,0.00084508496,0.0008681523,0.028031396,0.00005565762,0.002934623,0.000026463473,0.000026871965,0.00012617829],"genre_scores_gemma":[0.9827432,0.000136856,0.005496339,0.011146416,0.00015236341,0.0002277109,0.00006882026,0.000013482784,0.000014779465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972101,0.0005211811,0.00088229234,0.0005968279,0.0002668585,0.00052275346],"domain_scores_gemma":[0.9969112,0.0015109575,0.00028245887,0.00015769481,0.00022882158,0.00090881326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026778607,0.00016779847,0.0007547948,0.00027472462,0.0002536799,0.000034851295,0.000052485506,0.000095214724,0.000022297201],"category_scores_gemma":[0.00046773927,0.0001500145,0.000060197737,0.0008590521,0.00012772143,0.00021710273,0.00003495027,0.00062520994,0.000006103346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009626755,0.00218907,0.9736632,0.0020816857,0.000120001525,0.000048758953,0.0046312623,0.000003258322,0.000027982607,0.00005457319,0.00037910702,0.007174354],"study_design_scores_gemma":[0.009875612,0.004693694,0.95864516,0.0000366366,0.00044831546,0.000021767231,0.007560038,0.01817904,0.0000041712274,0.000009712388,0.00041731508,0.00010852303],"about_ca_topic_score_codex":0.0008519766,"about_ca_topic_score_gemma":0.00021733846,"teacher_disagreement_score":0.018175783,"about_ca_system_score_codex":0.00009958649,"about_ca_system_score_gemma":0.00087778765,"threshold_uncertainty_score":0.61174136},"labels":[],"label_agreement":null},{"id":"W3045865328","doi":"10.2196/19433","title":"Developing a Mobile App (iGAM) to Promote Gingival Health by Professional Monitoring of Dental Selfies: User-Centered Design Approach","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gingivitis; Medicine; Oral hygiene; Dentistry; mHealth; Coronavirus disease 2019 (COVID-19); Pandemic; Nursing","score_opus":0.14238108616496498,"score_gpt":0.44275001253318913,"score_spread":0.30036892636822415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045865328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966082,0.0019302645,0.025547823,0.0022343947,0.00042415233,0.003359059,0.0001809497,0.00018439577,0.00005699377],"genre_scores_gemma":[0.9790658,0.0002651093,0.016317394,0.0031202124,0.00023946389,0.0005176594,0.000069811336,0.000060356917,0.00034419986],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9956663,0.0004250884,0.0008913815,0.00078883895,0.00099674,0.0012316256],"domain_scores_gemma":[0.99671584,0.00018380658,0.00035007388,0.00027439996,0.00009668789,0.0023792088],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009832684,0.00033086,0.00063845137,0.00016184649,0.00050313596,0.00008574067,0.00042747066,0.00014205993,0.000032141637],"category_scores_gemma":[0.00020317067,0.00031166046,0.00008240072,0.0006501792,0.00007403226,0.00021853128,0.00031003339,0.0005575684,0.000053874],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017078761,0.0054262537,0.29058963,0.08827078,0.00038668897,0.00026220002,0.06629643,0.0002639366,0.0073811454,0.0035142764,0.35618648,0.16434342],"study_design_scores_gemma":[0.05636193,0.043052223,0.47602808,0.010951313,0.00033349497,0.0014715159,0.1443936,0.018618392,0.02364533,0.0024100158,0.21322308,0.009511031],"about_ca_topic_score_codex":0.00031608794,"about_ca_topic_score_gemma":0.0000126166615,"teacher_disagreement_score":0.18543845,"about_ca_system_score_codex":0.00054863264,"about_ca_system_score_gemma":0.0022959886,"threshold_uncertainty_score":0.99993354},"labels":[],"label_agreement":null},{"id":"W3045945547","doi":"10.2196/19070","title":"Development and Usability of a Novel Interactive Tablet App (PediAppRREST) to Support the Management of Pediatric Cardiac Arrest: Pilot High-Fidelity Simulation-Based Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Padova","keywords":"Usability; Debriefing; Computer science; User interface; User experience design; Multimedia; Medicine; Human–computer interaction; Medical education","score_opus":0.061054801069191394,"score_gpt":0.3774505628831065,"score_spread":0.31639576181391516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045945547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99381965,0.00013342567,0.0009552181,0.0015905023,0.00038526786,0.002982335,0.00005110218,0.000024742276,0.000057727804],"genre_scores_gemma":[0.99657357,0.00006204424,0.002299321,0.0006313854,0.00025028133,0.00013017138,0.000035269433,0.000013711053,0.000004223746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806535,0.00011361574,0.00071837555,0.00039294543,0.00044349977,0.00026620494],"domain_scores_gemma":[0.9984776,0.0003671804,0.000286076,0.0002453756,0.00016847895,0.00045532102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093294494,0.00017018328,0.0005204469,0.0000907508,0.00013613961,0.000009718015,0.00006542193,0.00004028154,0.0000056599915],"category_scores_gemma":[0.00008802619,0.00012448203,0.000047122874,0.00043331322,0.00005325089,0.000050638697,0.00008107515,0.00018601198,0.0000017904189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058947066,0.0027413382,0.9261363,0.014376518,0.0003165101,0.000008095879,0.02183597,0.0032117178,0.00006360616,0.00019289757,0.0005279471,0.02469436],"study_design_scores_gemma":[0.0024863528,0.0011981495,0.99107265,0.000049457827,0.00033861396,8.269311e-8,0.0029523212,0.0010680653,0.000016009757,0.0000061215806,0.0007068133,0.000105383486],"about_ca_topic_score_codex":0.0002020933,"about_ca_topic_score_gemma":0.000029533576,"teacher_disagreement_score":0.064936295,"about_ca_system_score_codex":0.00008369192,"about_ca_system_score_gemma":0.0005283667,"threshold_uncertainty_score":0.507623},"labels":[],"label_agreement":null},{"id":"W3045984985","doi":"10.2196/18212","title":"Theme Trends and Knowledge Structure on Mobile Health Apps: Bibliometric Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"China Medical University","keywords":"mHealth; Digital health; The Internet; Popularity; Mobile phone; Library science; World Wide Web; Telemedicine; Health care; Internet privacy; Computer science; Medicine; Psychology; Telecommunications; Nursing; Political science; Psychological intervention","score_opus":0.09990733422089126,"score_gpt":0.48541779811602853,"score_spread":0.38551046389513727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045984985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.880633,0.040241953,0.0006068618,0.05803588,0.00072578434,0.011386244,0.001504362,0.0009268095,0.005939139],"genre_scores_gemma":[0.93030035,0.019595217,0.00058507436,0.042316493,0.0009796728,0.0053628786,0.00035948987,0.000085835774,0.00041496227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923631,0.0012329118,0.0020237393,0.0015022355,0.00056498626,0.002313039],"domain_scores_gemma":[0.99135596,0.0009715503,0.0011286968,0.00078459934,0.00024046176,0.005518731],"candidate_categories":["metaepi_narrow","bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0016554435,0.0006081722,0.0015852131,0.02177598,0.00300165,0.00004100702,0.00034467786,0.0005140777,0.0006505537],"category_scores_gemma":[0.0001568834,0.00052327575,0.00015269124,0.079666734,0.0001778879,0.00017213945,0.00020302129,0.0020008476,0.00015129996],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048619023,0.00033971758,0.06059569,0.009177775,0.00012353825,0.0000025455172,0.009979475,0.000020185547,0.000006807964,0.00983428,0.055800796,0.853633],"study_design_scores_gemma":[0.0030139242,0.0030394783,0.47516116,0.00015298347,0.000266388,0.0000053983244,0.00254464,0.0019199696,0.0000015545114,0.0003333407,0.51303214,0.0005289907],"about_ca_topic_score_codex":0.0009290056,"about_ca_topic_score_gemma":0.0007087884,"teacher_disagreement_score":0.853104,"about_ca_system_score_codex":0.00040624363,"about_ca_system_score_gemma":0.002626625,"threshold_uncertainty_score":0.9997219},"labels":[],"label_agreement":null},{"id":"W3045997149","doi":"10.2196/21767","title":"Smartphone and Mobile Health Apps for Tinnitus: Systematic Identification, Analysis, and Assessment","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"App store; Android (operating system); Internet privacy; mHealth; Context (archaeology); Sound perception; Computer science; Cronbach's alpha; World Wide Web; Medicine; Perception; Psychology; Psychological intervention; Nursing; Psychometrics","score_opus":0.09573479077494511,"score_gpt":0.41440704482135526,"score_spread":0.31867225404641014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045997149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97107965,0.005051202,0.009284933,0.008193119,0.00016043521,0.00585781,0.00013658102,0.00016781344,0.00006844456],"genre_scores_gemma":[0.9843889,0.0045429007,0.002165849,0.007831803,0.0001049015,0.00081560505,0.000026987778,0.000036772402,0.00008629352],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99628514,0.0004832443,0.0011437065,0.0009719494,0.00039283183,0.00072310556],"domain_scores_gemma":[0.9971282,0.00046131905,0.0006594869,0.00040149636,0.0000920559,0.0012574348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014657747,0.000272588,0.0008618582,0.00024561014,0.0007309038,0.00019571777,0.00016878474,0.000099900084,0.000008055133],"category_scores_gemma":[0.00035208635,0.00025985396,0.00005894893,0.0009068223,0.00014776753,0.00012912347,0.00011185045,0.00029919515,0.000007868495],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070934545,0.0016055054,0.09665885,0.7067508,0.00043599508,0.00002585178,0.057899047,0.0002220784,0.01847236,0.01707149,0.012000539,0.08814811],"study_design_scores_gemma":[0.01216122,0.012879361,0.7207355,0.0034413591,0.0028070528,0.0002617416,0.013281468,0.19252528,0.00377124,0.0025631322,0.0320562,0.0035164715],"about_ca_topic_score_codex":0.00012123549,"about_ca_topic_score_gemma":0.000060705315,"teacher_disagreement_score":0.7033095,"about_ca_system_score_codex":0.000110479064,"about_ca_system_score_gemma":0.00060987653,"threshold_uncertainty_score":0.9999854},"labels":[],"label_agreement":null},{"id":"W3046143957","doi":"10.2196/18413","title":"Evaluating Network Readiness for mHealth Interventions Using the Beacon Mobile Phone App: Application Development and Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Fogarty International Center; Burroughs Wellcome Fund","keywords":"mHealth; Mobile phone; Mobile apps; Computer science; Psychological intervention; World Wide Web; Medicine; Telecommunications; Nursing","score_opus":0.3052231607978092,"score_gpt":0.5560937810604576,"score_spread":0.2508706202626484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046143957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91663957,0.003990509,0.037876528,0.008098455,0.00048206697,0.032445487,0.00006375572,0.00030534022,0.0000982861],"genre_scores_gemma":[0.92654645,0.0008351442,0.012600729,0.0074617187,0.0016030287,0.050477665,0.00028772396,0.00009189226,0.00009563482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.993506,0.0011846174,0.0023460602,0.0010420964,0.0004476784,0.0014735558],"domain_scores_gemma":[0.9950627,0.0011183525,0.0014385029,0.00054350035,0.000419947,0.0014170124],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00567532,0.00039964006,0.0007465037,0.00013137404,0.006092827,0.0000407457,0.00027068824,0.00026045647,0.000027136844],"category_scores_gemma":[0.0002297484,0.0003310823,0.000078277786,0.0007947485,0.000106051906,0.00018689167,0.00018784676,0.0009298561,0.000027571863],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016641052,0.0011491575,0.08845138,0.03807815,0.00009896631,0.0000010153864,0.043258812,0.00083322386,0.00011146788,0.0082739685,0.0073805414,0.8106992],"study_design_scores_gemma":[0.024503382,0.007825432,0.4078082,0.0023857863,0.0015259475,0.00003378459,0.072755665,0.09658168,0.00004869832,0.0031620108,0.3810894,0.002280022],"about_ca_topic_score_codex":0.0005173214,"about_ca_topic_score_gemma":0.00048011864,"teacher_disagreement_score":0.80841917,"about_ca_system_score_codex":0.00042591325,"about_ca_system_score_gemma":0.0023432972,"threshold_uncertainty_score":0.9999141},"labels":[],"label_agreement":null},{"id":"W3046400256","doi":"10.2196/17658","title":"A Comprehensive App That Improves Tuberculosis Treatment Management Through Video-Observed Therapy: Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sanming Project of Medicine in Shenzhen; National Science and Technology Major Project","keywords":"Medicine; Health care; Sputum; Usability; Directly Observed Therapy; Tuberculosis; Physical therapy; Emergency medicine","score_opus":0.21658626252414018,"score_gpt":0.4320386990874986,"score_spread":0.2154524365633584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046400256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9325647,0.0042928923,0.00002250471,0.05705287,0.00008731083,0.0050447485,0.000027417966,0.00017647962,0.0007310941],"genre_scores_gemma":[0.9574444,0.015834788,0.0006702581,0.02492621,0.00025983006,0.0006951118,0.000054792163,0.000038104437,0.00007646609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616086,0.0006635755,0.00067647506,0.0010358536,0.00042062195,0.0010426302],"domain_scores_gemma":[0.99749184,0.00029719985,0.00016315645,0.0006120534,0.00009419323,0.0013415386],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045391574,0.0004127325,0.0011162243,0.000079578786,0.0003443089,0.000029627583,0.0001408561,0.00013838112,0.000077861216],"category_scores_gemma":[0.00005459196,0.0002886577,0.00017093688,0.00033656802,0.0001686815,0.00012926267,0.00012027235,0.0003924084,0.000046963967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012028703,0.0074758935,0.66338766,0.007805658,0.0014863923,0.00024045356,0.018690273,0.0000063172756,0.00084971025,0.0005365748,0.013000281,0.27449208],"study_design_scores_gemma":[0.008223751,0.013044101,0.93578637,0.000037256374,0.000186104,0.000019521345,0.0051579014,0.0003048373,0.00009964199,0.00019675678,0.03670684,0.00023694977],"about_ca_topic_score_codex":0.0024068777,"about_ca_topic_score_gemma":0.00009482188,"teacher_disagreement_score":0.27425516,"about_ca_system_score_codex":0.0003225257,"about_ca_system_score_gemma":0.00022660616,"threshold_uncertainty_score":0.99995655},"labels":[],"label_agreement":null},{"id":"W3046412814","doi":"10.2196/20025","title":"Using mHealth to Increase the Reach of Local Guidance to Health Professionals as Part of an Institutional Response Plan to the COVID-19 Outbreak: Usage Analysis Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"mHealth; Pandemic; Health care; Telehealth; Medicine; Coronavirus disease 2019 (COVID-19); Telemedicine; Multidisciplinary approach; Business; Medical emergency; Environmental health; Family medicine; Disease; Nursing; Political science; Infectious disease (medical specialty); Psychological intervention","score_opus":0.21854654716294553,"score_gpt":0.5351033544522003,"score_spread":0.3165568072892547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046412814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7299173,0.0005582848,0.010452404,0.23941477,0.00030341643,0.017913848,0.0012275397,0.00011179983,0.000100669684],"genre_scores_gemma":[0.7513931,0.00013062175,0.002204569,0.24028865,0.0004378798,0.0052774544,0.00010783096,0.00005039947,0.00010954849],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9817324,0.0092258435,0.003955442,0.0014811096,0.0014957066,0.002109496],"domain_scores_gemma":[0.9829522,0.0025930572,0.0018341456,0.0017813189,0.00061512965,0.010224195],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.017187791,0.0005664789,0.0017139522,0.00077201833,0.005437551,0.00002190272,0.0011261244,0.00028472513,0.00015474528],"category_scores_gemma":[0.0024867225,0.00038822758,0.00015777623,0.005110176,0.0002698895,0.00016722633,0.00056616915,0.001374573,0.00009179889],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07284142,0.0076396656,0.22704697,0.028305106,0.0005967819,0.000044492073,0.3253816,0.020045917,0.00014458108,0.023323188,0.23886316,0.055767123],"study_design_scores_gemma":[0.0046174563,0.009795255,0.4665796,0.0006339614,0.00050651666,0.00002853735,0.062278207,0.0028202252,0.000008034692,0.00021610585,0.45176178,0.00075433735],"about_ca_topic_score_codex":0.03435106,"about_ca_topic_score_gemma":0.011484654,"teacher_disagreement_score":0.2631034,"about_ca_system_score_codex":0.0012141254,"about_ca_system_score_gemma":0.028344844,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W3046521340","doi":"10.2196/18015","title":"A Tool for Rating the Value of Health Education Mobile Apps to Enhance Student Learning (MARuL): Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rubric; Inter-rater reliability; Usability; mHealth; Medical education; Android (operating system); Computer science; Mobile device; Multimedia; Psychology; Medicine; Mathematics education; World Wide Web; Psychological intervention; Nursing; Rating scale; Human–computer interaction","score_opus":0.07091552666051756,"score_gpt":0.505647501495749,"score_spread":0.4347319748352314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046521340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445317,0.002561062,0.0026571418,0.02015088,0.0002724114,0.02956779,0.000024239,0.0001098913,0.0001248997],"genre_scores_gemma":[0.9354764,0.0005271168,0.0044485573,0.01770044,0.00035880908,0.04128394,0.000033600096,0.00004449364,0.00012660152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9933667,0.0014853333,0.002529583,0.00093336025,0.00046342143,0.0012215824],"domain_scores_gemma":[0.99520093,0.0013639583,0.0012286055,0.00045852826,0.0003398347,0.0014081572],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006576185,0.0003261079,0.00086285535,0.00011604646,0.0036963546,0.000020566298,0.000270381,0.00014221441,0.000017451925],"category_scores_gemma":[0.000552517,0.00026124052,0.00004591172,0.0005776957,0.0000834662,0.00007634786,0.00021878663,0.0009078531,0.000016747103],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036014486,0.0008255916,0.12832615,0.012198664,0.00001768433,9.9086954e-8,0.08844171,0.000052789732,0.000020354782,0.002800338,0.0026363085,0.7643202],"study_design_scores_gemma":[0.002172221,0.0045162295,0.59391224,0.0005167314,0.000054647066,0.0000020192003,0.09396659,0.00048325365,0.000026666208,0.0001635474,0.30374926,0.00043662117],"about_ca_topic_score_codex":0.0006476875,"about_ca_topic_score_gemma":0.0003378258,"teacher_disagreement_score":0.76388353,"about_ca_system_score_codex":0.0004228998,"about_ca_system_score_gemma":0.007520638,"threshold_uncertainty_score":0.99998397},"labels":[],"label_agreement":null},{"id":"W3046610632","doi":"10.2196/15418","title":"Effectiveness of a Mobile App Intervention for Anxiety and Depression Symptoms in University Students: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Anxiety; Depression (economics); Intervention (counseling); Psychology; Mobile apps; mHealth; Clinical psychology; Medicine; Psychiatry; Physical therapy; Psychological intervention; Computer science; World Wide Web; Internal medicine","score_opus":0.02501709885634365,"score_gpt":0.4080485154354194,"score_spread":0.3830314165790758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046610632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825464,0.0014049953,0.00075764925,0.00017390342,0.0005371684,0.014227626,0.000065562264,0.000037934242,0.00024879086],"genre_scores_gemma":[0.9981846,0.000102633465,0.000045942237,0.000095606534,0.000048844802,0.0014031738,0.000027038559,0.000014076533,0.000078066216],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99693555,0.0013721936,0.0008272897,0.00040128146,0.00015063694,0.00031302334],"domain_scores_gemma":[0.99809206,0.00095054443,0.00045897492,0.000119528995,0.000058214293,0.00032068594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023627928,0.0001554246,0.001172893,0.0001406679,0.00008814399,0.000014794517,0.00011405711,0.00012157462,0.000018203218],"category_scores_gemma":[0.00013866488,0.00013588708,0.0002245098,0.00017484963,0.000104757564,0.0001189233,0.000071418726,0.00016285908,0.0000022748968],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9705059,0.0012033448,0.0048293932,0.004101762,0.0000725792,0.0000015745866,0.001107644,0.0000011171015,0.0000033094666,0.001760941,0.000052306525,0.01636015],"study_design_scores_gemma":[0.98033315,0.0030617623,0.014405648,0.0005126549,0.00010242434,0.0000025452673,0.0008304326,0.00018041504,0.0000087008975,0.0003438127,0.00011982849,0.00009859804],"about_ca_topic_score_codex":0.0002421186,"about_ca_topic_score_gemma":0.000026466501,"teacher_disagreement_score":0.016261553,"about_ca_system_score_codex":0.000097403834,"about_ca_system_score_gemma":0.000062502106,"threshold_uncertainty_score":0.55413145},"labels":[],"label_agreement":null},{"id":"W3046702291","doi":"10.2196/22079","title":"Virtual Trauma-Focused Therapy for Military Members, Veterans, and Public Safety Personnel With Posttraumatic Stress Injury: Systematic Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Glenrose Rehabilitation Hospital; Canadian Armed Forces; University of Alberta","funders":"","keywords":"Posttraumatic stress; Military personnel; Psychology; Medicine; Clinical psychology; Political science","score_opus":0.10000678893310988,"score_gpt":0.4014819415978334,"score_spread":0.3014751526647235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046702291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82634145,0.10043861,0.0006019483,0.057029955,0.000082269085,0.015162594,0.00017382132,0.00014404766,0.000025272946],"genre_scores_gemma":[0.8908951,0.063159056,0.0014698656,0.043054134,0.00027069045,0.0008007072,0.00028428098,0.00005902716,0.000007096771],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969097,0.00027557646,0.0011611662,0.0005356896,0.00042069473,0.00069722446],"domain_scores_gemma":[0.99767363,0.0003160485,0.0003551014,0.00025848832,0.00014344958,0.0012533007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009051064,0.00032969745,0.0012625301,0.00012643039,0.00046193786,0.000020953632,0.00008191329,0.00008879209,0.000048467675],"category_scores_gemma":[0.00014703334,0.00023528717,0.00006262568,0.00032519555,0.000091387796,0.00020430039,0.00001547584,0.00027893763,0.000001724856],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002391964,0.00017292541,0.003818263,0.92071205,0.0000880283,0.000008315025,0.012629393,2.1221574e-7,0.000009294838,0.0001660156,0.0012690576,0.0587345],"study_design_scores_gemma":[0.062331777,0.08459081,0.0463886,0.72957474,0.0023961472,0.00053635007,0.06693875,0.0033911078,0.000063413696,0.000042131924,0.0019356059,0.0018105597],"about_ca_topic_score_codex":0.00026606818,"about_ca_topic_score_gemma":0.00019734279,"teacher_disagreement_score":0.19113728,"about_ca_system_score_codex":0.00009817059,"about_ca_system_score_gemma":0.0006719505,"threshold_uncertainty_score":0.95947325},"labels":[],"label_agreement":null},{"id":"W3046825606","doi":"10.2196/16928","title":"Perceived Need and Acceptability of an App to Support Activities of Daily Living in People With Cognitive Impairment and Their Carers: Pilot Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Technische Universität München","keywords":"Activities of daily living; Dementia; Cognition; Population; Usability; Psychology; Cognitive impairment; Gerontology; Medicine; Clinical psychology; Psychiatry; Disease","score_opus":0.0636767862216718,"score_gpt":0.38681947031661934,"score_spread":0.3231426840949475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046825606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960875,0.00009290909,0.000017206512,0.00043219124,0.000009738805,0.0031150694,0.00012173948,0.00001816471,0.00010548234],"genre_scores_gemma":[0.99911445,0.00013282581,0.000049154194,0.00049769,0.000021921143,0.00012399965,0.00003098557,0.000018277224,0.000010698435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977842,0.0005556374,0.00042660185,0.00048140992,0.00032263302,0.0004294927],"domain_scores_gemma":[0.9983561,0.0003914182,0.00013358165,0.00014033016,0.0001855849,0.0007930093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013833588,0.0002041445,0.00069064664,0.0001819849,0.000090580725,0.000020053123,0.000054471257,0.0000391164,0.00006843205],"category_scores_gemma":[0.00013882665,0.00015268136,0.00001763243,0.000369027,0.00015961341,0.00016014383,0.00011359989,0.00023150325,2.982227e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053109634,0.0015603206,0.9073396,0.0019641104,0.000037261685,0.0000041379335,0.0710041,1.5857893e-7,0.00010287307,7.0529524e-7,0.000009377836,0.012666414],"study_design_scores_gemma":[0.003552877,0.039042532,0.8213852,0.00010573491,0.00004320088,0.000007124954,0.13564378,0.00004691177,0.00007337219,0.0000015674527,0.0000012821994,0.00009642242],"about_ca_topic_score_codex":0.004724935,"about_ca_topic_score_gemma":0.0067125647,"teacher_disagreement_score":0.08595438,"about_ca_system_score_codex":0.00005511348,"about_ca_system_score_gemma":0.00061175105,"threshold_uncertainty_score":0.714272},"labels":[],"label_agreement":null},{"id":"W3047000646","doi":"10.2196/19380","title":"User Perception of a Smartphone App to Promote Physical Activity Through Active Transportation: Inductive Qualitative Content Analysis Within the Smart City Active Mobile Phone Intervention (SCAMPI) Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Karolinska Institutet","keywords":"Mobile phone; Smart phone; Intervention (counseling); Multimedia; Perception; mHealth; Mobile apps; Computer science; Human–computer interaction; Smartphone application; Mobile device; Internet privacy; Psychology; World Wide Web; Psychological intervention; Telecommunications","score_opus":0.1768323666511891,"score_gpt":0.45724927745620586,"score_spread":0.28041691080501674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047000646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98681164,0.000018076502,0.0022543417,0.005645892,0.00007145932,0.004788779,0.00029391685,0.00007038861,0.000045530836],"genre_scores_gemma":[0.99766624,0.00002879067,0.00028270125,0.00097117136,0.00023135345,0.0006753589,0.000086240754,0.000026268315,0.00003189202],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965224,0.0008982815,0.00063576456,0.0008096891,0.00067702815,0.00045678442],"domain_scores_gemma":[0.99762815,0.00026113904,0.00072145596,0.00032589855,0.00039319796,0.00067013863],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006549881,0.0003525114,0.0013812032,0.00013698476,0.00035512273,0.000019337142,0.00012218101,0.000120070166,0.00003567142],"category_scores_gemma":[0.00009814339,0.00025483523,0.00031507178,0.0016081335,0.00022664056,0.0005118762,0.000041146668,0.0009342006,0.000010283419],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019617317,0.01622102,0.006721517,0.0015926925,0.0013137165,0.000006360656,0.9102038,0.000032023425,0.004328573,0.00023881347,0.00009540356,0.039628748],"study_design_scores_gemma":[0.0032676521,0.011361044,0.8294691,0.00009770503,0.0012871525,0.0000014660267,0.15158843,0.00043555675,0.0020132612,0.00020916502,0.00004505977,0.0002244238],"about_ca_topic_score_codex":0.006068565,"about_ca_topic_score_gemma":0.0014827669,"teacher_disagreement_score":0.8227476,"about_ca_system_score_codex":0.00034538913,"about_ca_system_score_gemma":0.00038019597,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W3047004057","doi":"10.2196/19459","title":"African American Adolescents and Young Adults, New Media, and Sexual Health: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Reproductive health; Scopus; Health communication; Intervention (counseling); Terminology; Health promotion; Population; Medicine; Promotion (chess); Gerontology; MEDLINE; Psychology; Public health; Nursing; Environmental health; Political science; World Wide Web; Computer science","score_opus":0.18085077166031455,"score_gpt":0.47026649398525106,"score_spread":0.2894157223249365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047004057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4615161,0.23363252,0.00030996525,0.29126695,0.0011323941,0.011234993,0.00013714249,0.0005097661,0.00026014805],"genre_scores_gemma":[0.6753964,0.20959792,0.0007537544,0.11135276,0.0023962588,0.00016434034,0.00006529314,0.000099531426,0.00017378446],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9935655,0.0012181462,0.0015623573,0.0014408123,0.0005059488,0.0017072464],"domain_scores_gemma":[0.99359983,0.00022189872,0.0011387373,0.00041434309,0.00013584152,0.0044893497],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013687926,0.00050305505,0.0014881799,0.00013415886,0.0016640053,0.000019345634,0.00017492489,0.00016461867,0.000039899554],"category_scores_gemma":[0.00042321466,0.00042709897,0.00003538164,0.00066051236,0.00038698097,0.00020549945,0.000295187,0.0015353246,0.000039926264],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010200246,0.00022453102,0.30088094,0.34712487,0.000021083802,0.000010986779,0.05329384,1.1830892e-7,0.000005689379,0.0003746234,0.02911585,0.26792744],"study_design_scores_gemma":[0.005585371,0.0033959677,0.8564147,0.092777796,0.000107708285,0.00006469856,0.027996223,0.00012353351,7.8980133e-7,0.0001469205,0.012246539,0.0011397955],"about_ca_topic_score_codex":0.0049728104,"about_ca_topic_score_gemma":0.0015957885,"teacher_disagreement_score":0.5555337,"about_ca_system_score_codex":0.00019326396,"about_ca_system_score_gemma":0.0028622618,"threshold_uncertainty_score":0.9998181},"labels":[],"label_agreement":null},{"id":"W3047061091","doi":"10.2196/15076","title":"Evaluating Asthma Mobile Apps to Improve Asthma Self-Management: User Ratings and Sentiment Analysis of Publicly Available Apps","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"mHealth; Usability; Asthma; Sentiment analysis; App store; Mobile apps; Descriptive statistics; Medicine; Psychology; Computer science; World Wide Web; Artificial intelligence; Statistics; Psychiatry; Psychological intervention","score_opus":0.06566732704793789,"score_gpt":0.44068453068960883,"score_spread":0.37501720364167096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047061091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578221,0.0029755926,0.0013182419,0.013207461,0.0003632125,0.018481568,0.00038127037,0.0004907871,0.0049597863],"genre_scores_gemma":[0.8960603,0.005305502,0.027486907,0.041432653,0.0007322955,0.026522025,0.00030961997,0.0001583995,0.001992302],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992344,0.00082788983,0.002510508,0.0015819083,0.0008022529,0.0019333994],"domain_scores_gemma":[0.9931693,0.0005802377,0.0013408712,0.00086840946,0.0004653843,0.0035758014],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036529219,0.0005007336,0.0013555753,0.00073571416,0.0018065999,0.000047271977,0.00033999968,0.0003341669,0.00062523095],"category_scores_gemma":[0.00016319027,0.0004855754,0.00013626074,0.0029825873,0.00008807766,0.00025850974,0.00045754548,0.0009620812,0.00025569682],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025990622,0.0019241204,0.17645341,0.081579395,0.0015963715,0.000013862042,0.04677498,0.00045948883,0.0006852924,0.03810732,0.12195691,0.5278498],"study_design_scores_gemma":[0.0070843836,0.0036015145,0.09381586,0.0004748543,0.0012972585,0.0000041330195,0.009803336,0.035030782,0.00003932173,0.00016933844,0.84767157,0.0010076497],"about_ca_topic_score_codex":0.0010657221,"about_ca_topic_score_gemma":0.00028568404,"teacher_disagreement_score":0.7257146,"about_ca_system_score_codex":0.0003222373,"about_ca_system_score_gemma":0.001350898,"threshold_uncertainty_score":0.9997596},"labels":[],"label_agreement":null},{"id":"W3047168500","doi":"10.2196/15430","title":"Occurrence of and Reasons for “Missing Events” in Mobile Dietary Assessments: Results From Three Event-Based Ecological Momentary Assessment Studies","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Ecology; Event (particle physics); Environmental science; Psychology; Environmental resource management; Geography; Biology","score_opus":0.1611982623754126,"score_gpt":0.4713403925348311,"score_spread":0.3101421301594185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047168500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96191,0.008570927,0.00017184601,0.02585842,0.000083357314,0.0016067607,0.0017480714,0.00002225822,0.000028328799],"genre_scores_gemma":[0.986492,0.004685708,0.0042193783,0.003610216,0.000105757485,0.0003196528,0.000558858,0.0000066524212,0.0000017725416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982953,0.00007861913,0.0006158947,0.00044281487,0.00023308977,0.0003342769],"domain_scores_gemma":[0.9985715,0.0006349683,0.00022451811,0.00011303417,0.000085728825,0.00037023245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004139513,0.00017134841,0.00062005525,0.000051180174,0.00017640999,0.0000043652713,0.000046104567,0.000067935034,0.000008078452],"category_scores_gemma":[0.00011723721,0.00013803935,0.000054203472,0.00014225965,0.00009544758,0.00005582343,0.000067634326,0.00020513317,3.582205e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010523641,0.0033465822,0.91052425,0.009568167,0.00025675958,0.00003538341,0.000975488,0.00008442403,0.00015633334,0.00015450796,0.02126554,0.04310894],"study_design_scores_gemma":[0.008963121,0.0052473485,0.97791076,0.0005227719,0.00012182827,0.0000017045264,0.0018764092,0.002732844,0.0000073846236,0.00077398383,0.0016988583,0.0001430171],"about_ca_topic_score_codex":0.00014395907,"about_ca_topic_score_gemma":0.000119177006,"teacher_disagreement_score":0.06738649,"about_ca_system_score_codex":0.00014810372,"about_ca_system_score_gemma":0.0003178437,"threshold_uncertainty_score":0.5629082},"labels":[],"label_agreement":null},{"id":"W3047346431","doi":"10.2196/17818","title":"Using Machine Learning and Smartphone and Smartwatch Data to Detect Emotional States and Transitions: Exploratory Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Wearable computer; Context (archaeology); Artificial intelligence; Psychology; Computer science; Smartwatch; Cognitive psychology; Machine learning","score_opus":0.2168384361872594,"score_gpt":0.43144611487641016,"score_spread":0.21460767868915076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047346431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98916996,0.0028011436,0.0011405392,0.00571245,0.000121477766,0.00075527315,0.00018247886,0.000073365285,0.00004333633],"genre_scores_gemma":[0.99353147,0.0015404655,0.0012543465,0.0032574662,0.00015884792,0.000031546682,0.0001757733,0.000025233714,0.000024863237],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982252,0.00040377313,0.00032461697,0.00060025736,0.00013172251,0.00031439716],"domain_scores_gemma":[0.99894154,0.00009033741,0.00009103494,0.00013773661,0.000040435956,0.0006989074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005569053,0.00017122595,0.00027026283,0.00011345143,0.00044754276,0.000049121416,0.00005025905,0.000072731615,0.00007374207],"category_scores_gemma":[0.00003342818,0.00016661137,0.000009432795,0.0001759451,0.000068337264,0.00016719675,0.000087164684,0.00032238936,0.000007989813],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030041342,0.001278762,0.3244005,0.00414844,0.0002654166,0.00011151758,0.20533761,0.000018902569,0.0011199939,0.00032536048,0.0040676286,0.4559217],"study_design_scores_gemma":[0.011912227,0.0072904085,0.8997194,0.00025547927,0.00032874427,0.00035170157,0.055432547,0.01071348,0.000017932114,0.00056973816,0.0124533065,0.00095501065],"about_ca_topic_score_codex":0.0002767834,"about_ca_topic_score_gemma":0.00064094615,"teacher_disagreement_score":0.57531893,"about_ca_system_score_codex":0.000016616113,"about_ca_system_score_gemma":0.000066455694,"threshold_uncertainty_score":0.6794214},"labels":[],"label_agreement":null},{"id":"W3047535556","doi":"10.2196/17271","title":"User Experiences With and Recommendations for Mobile Health Technology for Hypertensive Disorders of Pregnancy: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Pregnancy; Usability; eHealth; Digital health; Health care; Telemedicine; Mobile technology; Blood pressure; Family medicine; Nursing; Psychological intervention; Medical emergency; Mobile device; Computer science","score_opus":0.11086388556950809,"score_gpt":0.5153212254657186,"score_spread":0.40445733989621047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047535556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66058236,0.015789587,0.057750817,0.16388737,0.0008107653,0.099789105,0.00080178166,0.0004959604,0.00009223745],"genre_scores_gemma":[0.7130507,0.004508759,0.07154417,0.009004394,0.00017165703,0.20143269,0.00013167693,0.000083111576,0.000072801085],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99529165,0.0007237679,0.001577206,0.0009424314,0.00018253959,0.0012824229],"domain_scores_gemma":[0.99515945,0.0014795761,0.0011794104,0.0004384132,0.00042451403,0.0013186112],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014010755,0.00034637036,0.0011566132,0.0002713632,0.0022184274,0.000009308106,0.00021670296,0.0002580811,0.00002186393],"category_scores_gemma":[0.0002941385,0.00028610893,0.000053495663,0.00072876806,0.0002509889,0.00013267512,0.0001024242,0.000536748,0.0000018263798],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013038595,0.00087134104,0.028539293,0.01776457,0.00006342955,2.3164684e-7,0.08950153,0.0000025255551,0.000010648426,0.010902521,0.018427828,0.8326122],"study_design_scores_gemma":[0.010126443,0.022976262,0.011377191,0.00069626217,0.00014999931,0.0000050042026,0.58751523,0.0008337144,0.000016629516,0.0014320227,0.36435157,0.0005197002],"about_ca_topic_score_codex":0.00032944162,"about_ca_topic_score_gemma":0.0007540794,"teacher_disagreement_score":0.8320925,"about_ca_system_score_codex":0.00011024981,"about_ca_system_score_gemma":0.0023324862,"threshold_uncertainty_score":0.9999591},"labels":[],"label_agreement":null},{"id":"W3047795585","doi":"10.2196/20590","title":"Feasibility and Acceptability of Wearable Sleep Electroencephalogram Device Use in Adolescents: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Duke Institute for Brain Sciences, Duke University","keywords":"Sleep (system call); Wearable computer; Electroencephalography; Observational study; Medicine; Psychology; Audiology; Physical therapy; Psychiatry; Computer science","score_opus":0.16080794242471055,"score_gpt":0.41662675425511475,"score_spread":0.2558188118304042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047795585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321485,0.0035118256,0.000027531018,0.0014445208,0.00010964653,0.0015102678,0.000012676831,0.000042293355,0.00012638522],"genre_scores_gemma":[0.9973671,0.00034692246,0.00012964339,0.0020359645,0.00003405345,0.000059917566,0.0000073843717,0.0000130814815,0.000005974772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976545,0.00046885392,0.00061299436,0.00058536767,0.00018957969,0.0004886909],"domain_scores_gemma":[0.99899864,0.00010326342,0.00018310982,0.0002473292,0.00006933771,0.00039831124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005836815,0.00016893829,0.00037650176,0.00007905424,0.00010873159,0.000017223834,0.00011330778,0.00015011601,0.000121954145],"category_scores_gemma":[0.00011937218,0.00015497474,0.000031936168,0.000535046,0.00012497664,0.00016538436,0.000045072138,0.0004694252,0.0000045911506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007719395,0.001725719,0.9788201,0.00043715318,0.000025618516,0.0000028736138,0.005319884,0.000005769463,0.000002842801,0.00014455104,0.000080875965,0.012662702],"study_design_scores_gemma":[0.0034669028,0.0008855123,0.99126536,0.000019196757,0.00003902713,0.000002099174,0.003720044,0.00027094106,4.616254e-7,0.00011457246,0.00010824377,0.000107648804],"about_ca_topic_score_codex":0.0026028072,"about_ca_topic_score_gemma":0.0013540838,"teacher_disagreement_score":0.012555053,"about_ca_system_score_codex":0.00006662295,"about_ca_system_score_gemma":0.0001430233,"threshold_uncertainty_score":0.6319687},"labels":[],"label_agreement":null},{"id":"W3047881415","doi":"10.2196/19579","title":"Daily Activities Related to Mobile Cognitive Performance in Middle-Aged and Older Adults: An Ecological Momentary Cognitive Assessment Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institute on Aging; National Institute on Alcohol Abuse and Alcoholism; National Institute on Drug Abuse; U.S. Navy; University of California, San Diego; National Institutes of Health; U.S. Department of Veterans Affairs; Veterans Affairs San Diego Healthcare System; U.S. Department of Defense","keywords":"Neurocognitive; Activities of daily living; Psychology; Cognition; Neuropsychology; Neuropsychological assessment; Test (biology); Gerontology; Medicine; Psychiatry; Ecology","score_opus":0.047417046500628765,"score_gpt":0.40460469139824456,"score_spread":0.3571876448976158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047881415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899986,0.00029439465,0.000010013038,0.0011071722,0.000040973096,0.007826072,0.00006227077,0.00006854009,0.00059196795],"genre_scores_gemma":[0.9915066,0.0007384373,0.00006181106,0.005319201,0.000059546674,0.00206167,0.00013581169,0.000026679436,0.00009026795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996997,0.00047663116,0.0005175543,0.0007810515,0.0004872543,0.0007405333],"domain_scores_gemma":[0.9981575,0.0002478563,0.00010962074,0.00010398377,0.000113653754,0.001267407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074520835,0.00028066948,0.0005634984,0.00023493661,0.00028264188,0.000044412987,0.000065556764,0.00010642189,0.00021584157],"category_scores_gemma":[0.00005336042,0.00023940454,0.00002995585,0.00045090198,0.0001360485,0.00028772803,0.00013446715,0.0007442353,0.000011457488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047691036,0.0040589427,0.9169283,0.0015090966,0.00005828878,0.00013798078,0.0215056,3.4955386e-7,0.000019839214,0.0000037994118,0.00004198301,0.050966743],"study_design_scores_gemma":[0.010952397,0.02854264,0.8617562,0.0005257567,0.000096699514,0.00001997125,0.097487934,0.00037787075,0.000026305417,0.0000042200995,0.000022334305,0.00018769375],"about_ca_topic_score_codex":0.00010531858,"about_ca_topic_score_gemma":0.000100138495,"teacher_disagreement_score":0.07598233,"about_ca_system_score_codex":0.00014831263,"about_ca_system_score_gemma":0.00040759562,"threshold_uncertainty_score":0.9762634},"labels":[],"label_agreement":null},{"id":"W3048028467","doi":"10.2196/18896","title":"Mobile Breast Cancer e-Support Program for Chinese Women With Breast Cancer Undergoing Chemotherapy (Part 3): Secondary Data Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Login; Psychological intervention; Breast cancer; Medicine; Intervention (counseling); Population; Cancer; Family medicine; Computer science; Nursing; Internal medicine; Computer security","score_opus":0.05985774800477719,"score_gpt":0.4598879829541015,"score_spread":0.4000302349493243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048028467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7709184,0.0052682357,0.0019584447,0.13599569,0.0009464971,0.04271409,0.039505176,0.0015450977,0.0011483327],"genre_scores_gemma":[0.69568133,0.033029694,0.003623273,0.095516495,0.0042952118,0.16377336,0.0028208066,0.00028504003,0.0009747772],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99299175,0.00034890612,0.0016825112,0.0017675896,0.0005097612,0.0026994762],"domain_scores_gemma":[0.9927004,0.00044836046,0.0011853084,0.001310539,0.0004362402,0.0039191404],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014266751,0.00062621897,0.0014312492,0.00027924584,0.0023260377,0.00004630929,0.00068244414,0.0003889024,0.0024793695],"category_scores_gemma":[0.000030160161,0.00048976723,0.00009586544,0.0021049893,0.00017938568,0.00043593682,0.00021646595,0.0012731617,0.000036532125],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056690187,0.000716752,0.31513992,0.024776528,0.000574209,0.0000037116129,0.010047341,0.000060062048,0.0000061948267,0.00027334236,0.08801462,0.5547183],"study_design_scores_gemma":[0.007939712,0.0016477697,0.5068844,0.00027425084,0.0005584043,0.00002186048,0.0035457413,0.0043581943,3.4082223e-7,0.00010701206,0.47393358,0.0007287173],"about_ca_topic_score_codex":0.0023047868,"about_ca_topic_score_gemma":0.005749932,"teacher_disagreement_score":0.5539896,"about_ca_system_score_codex":0.000742332,"about_ca_system_score_gemma":0.011997167,"threshold_uncertainty_score":0.9997554},"labels":[],"label_agreement":null},{"id":"W3048399669","doi":"10.2196/20741","title":"COVID-19 Contact Tracing Apps: Predicted Uptake in the Netherlands Based on a Discrete Choice Experiment","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Population; Demography; Mixed logit; Tracing; Sample (material); Preference; Discrete choice; Coronavirus disease 2019 (COVID-19); Statistics; Logistic regression; Computer science; Medicine; Mathematics","score_opus":0.08589102425082629,"score_gpt":0.38265389130760796,"score_spread":0.2967628670567817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048399669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52446306,0.0016508708,0.19891272,0.26572362,0.00043518317,0.0045873695,0.00010529156,0.0009810657,0.0031408265],"genre_scores_gemma":[0.891995,0.000033146323,0.00042938266,0.10718218,0.0001604511,0.00016095,0.00001576499,0.000017185448,0.0000059544564],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99693316,0.0003818947,0.00060188276,0.0007713786,0.00057026144,0.0007414098],"domain_scores_gemma":[0.99681497,0.0010862494,0.00021339858,0.0005650131,0.000026372561,0.0012940271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009123937,0.00029675002,0.00037917154,0.00015581473,0.00034760815,0.00027673465,0.0007436631,0.00009871448,0.000010883409],"category_scores_gemma":[0.00043605262,0.00022038717,0.00007003416,0.00074460177,0.000035981222,0.00040364344,0.00008477171,0.0005394719,0.0000060549887],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007274134,0.003908549,0.14553106,0.032274887,0.00013908079,0.0012877566,0.51261944,0.014886309,0.0008832222,0.07634591,0.027244806,0.17760484],"study_design_scores_gemma":[0.010196746,0.0060693207,0.24648103,0.00067088916,0.00003141285,0.00002668507,0.0022917879,0.6818716,0.00007228116,0.00040383235,0.050856393,0.0010280012],"about_ca_topic_score_codex":0.00060817535,"about_ca_topic_score_gemma":0.00023102612,"teacher_disagreement_score":0.66698533,"about_ca_system_score_codex":0.00036757448,"about_ca_system_score_gemma":0.0016467392,"threshold_uncertainty_score":0.8987128},"labels":[],"label_agreement":null},{"id":"W3048437243","doi":"10.2196/17135","title":"Development and Evaluation of a Tailored Mobile Health Intervention to Improve Medication Adherence in Black Patients With Uncontrolled Hypertension and Type 2 Diabetes: Pilot Randomized Feasibility Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; National Institutes of Health; Georgia Clinical and Translational Science Alliance","keywords":"Medicine; mHealth; Psychological intervention; Blood pressure; Randomized controlled trial; Type 2 diabetes; Physical therapy; Population; Medication adherence; Intervention (counseling); Clinical trial; Diabetes mellitus; Nursing; Internal medicine","score_opus":0.11894092335782316,"score_gpt":0.44168051470282116,"score_spread":0.32273959134499797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048437243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537337,0.0012375014,0.00012726813,0.0031195616,0.0002281191,0.04144379,0.000029525318,0.000048875332,0.00003168709],"genre_scores_gemma":[0.97564465,0.0008426777,0.0012029175,0.0039051347,0.000100443234,0.018117383,0.00015175209,0.000028378157,0.000006673734],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99294084,0.0024015412,0.0023292585,0.00084061775,0.0006875574,0.0008001904],"domain_scores_gemma":[0.99539703,0.00072275125,0.0013374744,0.00031242752,0.0007005733,0.0015297171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008140749,0.0002966857,0.0013435642,0.00022905762,0.0004935495,0.000010578118,0.00010316043,0.00017550585,0.000032492408],"category_scores_gemma":[0.0010444411,0.00023336872,0.000032976477,0.0005416832,0.00016710933,0.00013791648,0.000093671406,0.00052773696,0.000008575476],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.54973674,0.0015447179,0.078426525,0.014622272,0.000043023316,2.4322034e-7,0.0152046615,0.00001659656,0.00003551656,0.000548187,0.0005280569,0.33929345],"study_design_scores_gemma":[0.6456587,0.010862212,0.33408472,0.0008263373,0.000108599714,2.1135271e-7,0.0019277404,0.005354093,0.0000036600113,0.00023071075,0.00068262196,0.00026045568],"about_ca_topic_score_codex":0.00087948696,"about_ca_topic_score_gemma":0.0009606453,"teacher_disagreement_score":0.33903298,"about_ca_system_score_codex":0.00046352498,"about_ca_system_score_gemma":0.0031215637,"threshold_uncertainty_score":0.95165},"labels":[],"label_agreement":null},{"id":"W3048461373","doi":"10.2196/20037","title":"Barriers to and Facilitators for Using Nutrition Apps: Systematic Review and Conceptual Framework","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":164,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität Konstanz; Bundesministerium für Bildung und Forschung; Deutsche Forschungsgemeinschaft","keywords":"Usability; Inclusion (mineral); Overweight; Psychology; Applied psychology; Citation; Medical education; MEDLINE; Focus group; Computer science; Medicine; Obesity; World Wide Web; Social psychology","score_opus":0.09264915091223394,"score_gpt":0.4809888383218826,"score_spread":0.38833968740964864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048461373","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32357678,0.5238255,0.015731322,0.057342913,0.0010491834,0.07621783,0.001577534,0.0003869324,0.00029199294],"genre_scores_gemma":[0.34646803,0.25405523,0.041914452,0.25779796,0.0010906375,0.0975383,0.00028078677,0.0001997181,0.00065490213],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99530625,0.0008856396,0.0015553284,0.0007975237,0.00023549647,0.0012197532],"domain_scores_gemma":[0.9934446,0.0014891385,0.00049301266,0.0004915704,0.00038566304,0.0036960177],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019342086,0.000314718,0.0012714061,0.000144568,0.002385765,0.000020492234,0.000096810094,0.0003628385,0.00007616333],"category_scores_gemma":[0.0020691536,0.00029611535,0.000052597377,0.00048306386,0.00014942029,0.00011976301,0.00009599444,0.00067974883,0.000015474487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007927791,0.000042646443,0.0021123828,0.94955736,0.000015925856,0.00000138068,0.0024980842,2.344988e-7,0.000005368085,0.039664973,0.0049104406,0.0011119158],"study_design_scores_gemma":[0.013347346,0.0028420815,0.013305496,0.53392416,0.0037000647,0.0002916901,0.104695715,0.001251565,0.000015975344,0.023634758,0.30000967,0.0029814625],"about_ca_topic_score_codex":0.00011491669,"about_ca_topic_score_gemma":0.000085217165,"teacher_disagreement_score":0.4156332,"about_ca_system_score_codex":0.00026077116,"about_ca_system_score_gemma":0.0023532524,"threshold_uncertainty_score":0.9999491},"labels":[],"label_agreement":null},{"id":"W3048501403","doi":"10.2196/18140","title":"User Perspectives of Mood-Monitoring Apps Available to Young People: Qualitative Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research; Engineering and Physical Sciences Research Council; King's College London; Medical Research Council; Menzies Centre for Australian Studies, King's College London, University of London; South London and Maudsley NHS Foundation Trust","keywords":"Mood; Content analysis; Qualitative research; Qualitative analysis; mHealth; Psychology; Internet privacy; Computer science; World Wide Web; Applied psychology; Multimedia; Clinical psychology; Psychological intervention; Psychiatry; Sociology","score_opus":0.17989420065120806,"score_gpt":0.48661282545734363,"score_spread":0.30671862480613554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048501403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758734,0.001677011,0.0005795344,0.0097458875,0.0004988369,0.0009999339,0.0002517708,0.000088031666,0.0102856085],"genre_scores_gemma":[0.9961797,0.00006590849,0.00068728667,0.0004945206,0.00015486036,0.00023671317,0.000019391759,0.000027733813,0.0021338668],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9971529,0.0003693403,0.0008918737,0.0006342755,0.00029762747,0.00065392937],"domain_scores_gemma":[0.9978561,0.00019546461,0.00036792457,0.00030122272,0.0001814295,0.0010978715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060593727,0.0002171756,0.00066139124,0.0002941176,0.00018421908,0.000030573046,0.00017902016,0.0000923887,0.00043465375],"category_scores_gemma":[0.000100246405,0.00021459365,0.00016680975,0.0013423399,0.000076314405,0.00016195401,0.00008180056,0.00026971207,0.0002902647],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015311845,0.0015634204,0.3215721,0.0027275383,0.00082773843,0.000004739286,0.6268301,0.00000906567,0.00005005074,0.031789448,0.00813135,0.004963251],"study_design_scores_gemma":[0.0012491683,0.0028026106,0.7112984,0.00013952145,0.0002867901,0.0000054351417,0.28292537,0.000036658574,0.00006567756,0.00013002011,0.00077715935,0.0002831429],"about_ca_topic_score_codex":0.002916678,"about_ca_topic_score_gemma":0.00077430595,"teacher_disagreement_score":0.3897263,"about_ca_system_score_codex":0.00019550527,"about_ca_system_score_gemma":0.0001297035,"threshold_uncertainty_score":0.8750875},"labels":[],"label_agreement":null},{"id":"W3048502847","doi":"10.2196/20848","title":"Gaps in Team Communication About Service Statistics Among Health Extension Workers in Ethiopia: Secondary Data Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Staffing; Medicine; Outreach; Data collection; Nursing; Health care; Public health; Statistics; Economic growth","score_opus":0.06835556489527178,"score_gpt":0.3933905525384539,"score_spread":0.3250349876431821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048502847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9242129,0.005019763,0.00015427102,0.06866879,0.00006036251,0.001063927,0.00039506605,0.00006529366,0.00035967692],"genre_scores_gemma":[0.92210627,0.01027548,0.0037057896,0.062244635,0.00009017828,0.000019841369,0.0015096988,0.000024666053,0.000023433504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965991,0.0004663304,0.0011146215,0.00070463587,0.00037015087,0.00074519136],"domain_scores_gemma":[0.9972378,0.0001325984,0.00040737083,0.0009066375,0.000097203985,0.0012183692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013770061,0.00024483158,0.0009358769,0.00031382949,0.00020818425,0.000027128699,0.0003093849,0.00017685386,0.00004710758],"category_scores_gemma":[0.000082208506,0.00022618345,0.000032713724,0.001623473,0.00007462868,0.00018501915,0.00024556133,0.0012443924,0.00001626496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005763382,0.00022571732,0.9702392,0.005414494,0.0000343032,0.000023676994,0.003683549,0.000041270538,0.000001717942,0.00026841057,0.008204665,0.011286624],"study_design_scores_gemma":[0.0020537043,0.00033410505,0.98328334,0.00054303353,0.00009389333,0.0000109202965,0.0017575593,0.009054411,3.4742317e-7,0.00014230894,0.0025775908,0.00014875957],"about_ca_topic_score_codex":0.034057572,"about_ca_topic_score_gemma":0.03669921,"teacher_disagreement_score":0.013044132,"about_ca_system_score_codex":0.00029497794,"about_ca_system_score_gemma":0.0014710955,"threshold_uncertainty_score":0.98087853},"labels":[],"label_agreement":null},{"id":"W3048593618","doi":"10.2196/18506","title":"Beneficial Features of a mHealth Asthma App for Children and Caregivers: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"mHealth; Asthma; Thematic analysis; Medicine; Qualitative research; Psychology; World Wide Web; Psychological intervention; Nursing; Computer science","score_opus":0.08194543970672337,"score_gpt":0.48541671415486587,"score_spread":0.4034712744481425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048593618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9543079,0.0041401545,0.00046128168,0.019437037,0.00028620666,0.019454444,0.0012560552,0.00022901675,0.00042790992],"genre_scores_gemma":[0.9806572,0.0022075195,0.0013976032,0.008426896,0.0009398075,0.0059558363,0.00023885081,0.000077288394,0.00009899814],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9938667,0.0012506691,0.0017969903,0.0010948638,0.0004610703,0.0015297313],"domain_scores_gemma":[0.9941172,0.0013402981,0.0012212865,0.0004491177,0.0004077913,0.0024642937],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002255945,0.00044694194,0.0012227221,0.0002386641,0.0020275856,0.000014489737,0.00026886404,0.0003694208,0.000041297604],"category_scores_gemma":[0.00033882164,0.00041423747,0.00008994515,0.000583616,0.00020110924,0.00015140421,0.00015685473,0.0010900098,0.0000140534885],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060741575,0.0013853495,0.050606832,0.033308543,0.00013796962,0.0000027813353,0.6211481,0.000004843997,0.000020736861,0.04924617,0.06832101,0.1697435],"study_design_scores_gemma":[0.0135485055,0.00801442,0.7316823,0.00030482945,0.00022248842,0.00000959366,0.21817708,0.00012342398,0.000004140414,0.0016898948,0.025567485,0.0006558258],"about_ca_topic_score_codex":0.003234672,"about_ca_topic_score_gemma":0.0011450825,"teacher_disagreement_score":0.6810755,"about_ca_system_score_codex":0.00018388926,"about_ca_system_score_gemma":0.0024595452,"threshold_uncertainty_score":0.99983096},"labels":[],"label_agreement":null},{"id":"W3048594568","doi":"10.2196/19958","title":"Mobile Apps for Dental Caries Prevention: Systematic Search and Quality Evaluation","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Oral hygiene; App store; Population; Mobile apps; Dentistry; Computer science; Environmental health; World Wide Web","score_opus":0.38555259731709157,"score_gpt":0.6171477713591249,"score_spread":0.23159517404203334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048594568","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023418643,0.91842955,0.0003362195,0.0003695669,0.0006476763,0.07877433,0.0007030311,0.00019392445,0.00031150156],"genre_scores_gemma":[0.0003057813,0.8194483,0.0006750148,0.00091990037,0.000769229,0.17615488,0.0011049211,0.00011644077,0.0005055318],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858238,0.0056829336,0.004406001,0.001461984,0.00087583717,0.001749427],"domain_scores_gemma":[0.99133396,0.0027980967,0.0020909004,0.0008573777,0.00053835596,0.0023812929],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009824379,0.0007776992,0.0042851632,0.00036843427,0.003153051,0.000053443368,0.00033567415,0.0010774805,0.000081735336],"category_scores_gemma":[0.00059383403,0.0006575912,0.0003178967,0.0006491484,0.00018776627,0.00016194567,0.00022545045,0.0018478046,0.00012933159],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049072703,0.000058923786,0.000058935206,0.5997426,0.000029367273,3.158749e-7,0.0009403043,1.2201467e-7,1.3849835e-8,0.0045090453,0.0010854632,0.39352587],"study_design_scores_gemma":[0.0017760004,0.0007100153,0.00015768938,0.05277068,0.001564928,0.000021693473,0.0024620912,0.00023562658,1.9308503e-8,0.0004682572,0.9393487,0.00048431265],"about_ca_topic_score_codex":0.0004281687,"about_ca_topic_score_gemma":0.0005350168,"teacher_disagreement_score":0.93826324,"about_ca_system_score_codex":0.001228866,"about_ca_system_score_gemma":0.012601156,"threshold_uncertainty_score":0.99958754},"labels":[],"label_agreement":null},{"id":"W3048659873","doi":"10.2196/19159","title":"Network Support Using Social Networking Services to Increase Exercise Adherence Among Korean-Chinese Middle-Aged Migrant Women: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation","keywords":"Social support; Social network (sociolinguistics); Psychological intervention; Psychology; Cognition; Social cognitive theory; Social engagement; Intervention (counseling); Gerontology; Medicine; Applied psychology; Social media; Social psychology; Computer science; World Wide Web; Psychiatry","score_opus":0.11774180214350137,"score_gpt":0.42663903500486056,"score_spread":0.30889723286135917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048659873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99355465,0.00045294146,0.00026229644,0.002387518,0.00033727352,0.0027031617,0.000023139039,0.0001921022,0.00008689278],"genre_scores_gemma":[0.9829015,0.00011981883,0.0031850375,0.01057518,0.0028620255,0.00022848166,0.000036540176,0.0000664229,0.000024981751],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99516314,0.0008867336,0.0009046056,0.0009117629,0.0005297903,0.0016039414],"domain_scores_gemma":[0.99564683,0.0002835508,0.00043196688,0.0003312664,0.00010550599,0.0032008835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019611244,0.00048806227,0.0016501343,0.00011789317,0.0010486222,0.00006714161,0.00021235654,0.00019161621,0.000055952554],"category_scores_gemma":[0.00004940005,0.00042048172,0.00011273149,0.0012412118,0.000097178105,0.00023690975,0.0002259193,0.0009414543,0.0000136662275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015216884,0.005329859,0.60205376,0.02023517,0.00018603438,0.00028499542,0.21270834,0.000129914,0.0003503978,0.00006866612,0.0034401873,0.13999578],"study_design_scores_gemma":[0.0046377615,0.006811483,0.9700657,0.0006420583,0.00032825486,0.000016804588,0.009215856,0.006158472,0.000005191162,0.0005373591,0.0009530244,0.0006280168],"about_ca_topic_score_codex":0.0036266467,"about_ca_topic_score_gemma":0.00071239064,"teacher_disagreement_score":0.36801195,"about_ca_system_score_codex":0.00027604398,"about_ca_system_score_gemma":0.00075577485,"threshold_uncertainty_score":0.9998247},"labels":[],"label_agreement":null},{"id":"W3048835059","doi":"10.2196/19153","title":"Effect of Voluntary Participation on Mobile Health Care in Diabetes Management: Randomized Controlled Open-Label Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Glycemic; mHealth; Glycated hemoglobin; Randomized controlled trial; Physical therapy; Body mass index; Diabetes management; Self-management; Quality of life (healthcare); Type 2 diabetes; Psychological intervention; Internal medicine; Nursing; Endocrinology","score_opus":0.05832211044413718,"score_gpt":0.4815887669634711,"score_spread":0.42326665651933393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048835059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8699279,0.0057696276,0.000027124293,0.008518415,0.000642519,0.11081413,0.00012841789,0.00014661363,0.0040252577],"genre_scores_gemma":[0.82279056,0.0049320315,0.00026354342,0.02067678,0.00037428126,0.15056968,0.00023007406,0.00006187014,0.00010119112],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98527354,0.0075385245,0.0038807217,0.0009797397,0.00054538774,0.0017821119],"domain_scores_gemma":[0.9910209,0.00426755,0.0020831388,0.0005931076,0.0001497405,0.0018855634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008403271,0.00050873216,0.0041023223,0.00039110178,0.0010656277,0.000021483927,0.00044948317,0.00032314894,0.00010788079],"category_scores_gemma":[0.00054069905,0.00039690465,0.00015184145,0.0008149819,0.00016172804,0.00017384482,0.00021977203,0.001164359,0.00007290553],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.81271106,0.0005645101,0.0028381012,0.024064802,0.00004787729,0.0000018055554,0.0048627174,0.000013898374,0.0000012782325,0.004746213,0.0028539274,0.1472938],"study_design_scores_gemma":[0.9672833,0.015645599,0.0015812241,0.0007239668,0.00016131952,1.598891e-7,0.0010225036,0.001379513,0.000004252407,0.00012891197,0.011805264,0.0002639487],"about_ca_topic_score_codex":0.0005305229,"about_ca_topic_score_gemma":0.0002599666,"teacher_disagreement_score":0.15457228,"about_ca_system_score_codex":0.00049482984,"about_ca_system_score_gemma":0.0017433536,"threshold_uncertainty_score":0.9998483},"labels":[],"label_agreement":null},{"id":"W3048865380","doi":"10.2196/18079","title":"User-Centered Design Process of an mHealth App for Health Professionals: Case Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; User-centered design; Participatory design; Focus group; User experience design; Design process; Computer science; Information architecture; Human–computer interaction; Process (computing); Knowledge management; Multimedia; Information system; Engineering; Nursing; Medicine; Management information systems; Work in process; Psychological intervention","score_opus":0.2153488700017131,"score_gpt":0.5454867021320878,"score_spread":0.33013783213037473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048865380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88618976,0.001994653,0.011414732,0.042145837,0.0007414321,0.05592892,0.000764487,0.0007005348,0.0001196193],"genre_scores_gemma":[0.9190396,0.0007528559,0.0073671974,0.045041274,0.0009982724,0.02629066,0.00021072755,0.00018050057,0.00011891809],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9870608,0.003441686,0.0041181887,0.0017344063,0.000778538,0.0028664102],"domain_scores_gemma":[0.98778737,0.0014786228,0.002861757,0.0010137282,0.0008185251,0.0060400264],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005958795,0.00071364926,0.001958427,0.00037509177,0.004136687,0.00002181903,0.0005594615,0.000488986,0.00009748352],"category_scores_gemma":[0.00042775174,0.00064737967,0.00012638663,0.0011395506,0.0001636103,0.0004196968,0.00015454476,0.0016494716,0.00003213979],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01687248,0.0175073,0.06678592,0.21920083,0.00021129848,0.00022818673,0.24764857,0.00015600104,0.00003463666,0.008808482,0.119066246,0.30348006],"study_design_scores_gemma":[0.076048195,0.074901894,0.078093715,0.0035305077,0.0008317482,0.00095287885,0.55373585,0.030303765,0.000045468933,0.0031981398,0.17445509,0.0039027636],"about_ca_topic_score_codex":0.001703629,"about_ca_topic_score_gemma":0.0009524166,"teacher_disagreement_score":0.30608726,"about_ca_system_score_codex":0.0004349961,"about_ca_system_score_gemma":0.012372131,"threshold_uncertainty_score":0.9995977},"labels":[],"label_agreement":null},{"id":"W3048923369","doi":"10.2196/17377","title":"Challenges in Acceptance and Compliance in Digital Health Assessments During Pregnancy: Prospective Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; mHealth; Socioeconomic status; Psychology; Gerontology; Family medicine; Environmental health; Psychological intervention; Nursing; Population; Psychiatry","score_opus":0.1234811065295792,"score_gpt":0.4236647631693426,"score_spread":0.30018365663976343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048923369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671752,0.01956617,0.0000022075292,0.0077352664,0.00009230238,0.004527043,0.000021318332,0.00006544494,0.00081506785],"genre_scores_gemma":[0.9816981,0.01670319,0.000084120824,0.00096983067,0.000073404175,0.0003810632,0.000008866747,0.000029266786,0.00005218343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997291,0.00011341943,0.00073066546,0.00080383866,0.0003129137,0.0007481056],"domain_scores_gemma":[0.99861676,0.00004933233,0.00023422361,0.00021919815,0.000030014759,0.00085046416],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028550343,0.00026519923,0.00076682214,0.00013037736,0.00015485674,0.000031940606,0.00008225947,0.00007611502,0.0000075586568],"category_scores_gemma":[0.000028303693,0.00025263804,0.000020666315,0.0002554854,0.000055882163,0.00027487258,0.000091019065,0.0005725251,0.000005981387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008904369,0.000619129,0.9557259,0.024022138,0.000009421496,0.000115853705,0.0055791107,4.1503353e-7,6.458827e-7,0.000094244606,0.0000033716049,0.012939302],"study_design_scores_gemma":[0.0042254357,0.002289008,0.985171,0.0065911114,0.000007676302,0.00006398836,0.001283516,0.000098637924,0.0000040585646,0.00008446586,0.000020829091,0.00016024245],"about_ca_topic_score_codex":0.00017011385,"about_ca_topic_score_gemma":0.00040612734,"teacher_disagreement_score":0.029445099,"about_ca_system_score_codex":0.0003204488,"about_ca_system_score_gemma":0.0002948089,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W3048948736","doi":"10.2196/17803","title":"Respiration Rate Estimation Based on Independent Component Analysis of Accelerometer Data: Pilot Single-Arm Intervention Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation","keywords":"Accelerometer; Respiration; Wilcoxon signed-rank test; Respiration rate; Statistics; Medicine; Computer science; Mathematics","score_opus":0.16682395622443624,"score_gpt":0.37181852971785073,"score_spread":0.2049945734934145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048948736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689346,0.00007063351,0.029592294,0.00024187344,0.00019252344,0.0007485656,0.00006062288,0.00011653903,0.000042333926],"genre_scores_gemma":[0.99881434,0.000016118549,0.0005845752,0.0001886096,0.00009132064,0.000038925282,0.00024050358,0.000024447501,0.0000011348521],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982483,0.00020537365,0.0006230586,0.0003675783,0.00031448586,0.00024124194],"domain_scores_gemma":[0.9990119,0.00012161677,0.0002004807,0.00036488246,0.000050593262,0.00025053305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068159646,0.00017359799,0.00037868854,0.00040614165,0.000082597646,0.000047079116,0.00017052927,0.000046075747,0.000017790622],"category_scores_gemma":[0.000060023143,0.0001592539,0.000044823635,0.0007781644,0.000015808448,0.00025441198,0.000060301816,0.000205221,0.000005306962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034279586,0.010439113,0.23610933,0.011654941,0.0015353461,0.000036592046,0.0064828945,0.48532435,0.054392554,0.00010835116,0.0007315045,0.18975705],"study_design_scores_gemma":[0.001984857,0.0062751803,0.41497207,0.00010203709,0.00049555703,2.6655803e-7,0.000236841,0.57412875,0.0015145824,0.000014808194,0.000044041142,0.00023104048],"about_ca_topic_score_codex":0.00015702799,"about_ca_topic_score_gemma":0.00010981877,"teacher_disagreement_score":0.18952602,"about_ca_system_score_codex":0.0001675272,"about_ca_system_score_gemma":0.000033188477,"threshold_uncertainty_score":0.64941853},"labels":[],"label_agreement":null},{"id":"W3048960256","doi":"10.2196/19531","title":"Use of Tablets and Smartphones to Support Medical Decision Making in US Adults: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Health Information National Trends Survey; eHealth; Cross-sectional study; Medicine; Descriptive statistics; Odds; Telemedicine; Population; Family medicine; Psychological intervention; Psychology; Nursing; Health information; Health care; Environmental health","score_opus":0.1391671243506875,"score_gpt":0.5096727901858158,"score_spread":0.3705056658351283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048960256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98678374,0.0003249432,0.00040027575,0.0048751673,0.0004270192,0.006832739,0.00014475279,0.00009058021,0.000120769895],"genre_scores_gemma":[0.96990526,0.0011343573,0.0015363544,0.023959137,0.000383032,0.00297119,0.00003505847,0.000043364085,0.000032245767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9938226,0.00060030253,0.0025079532,0.0009491919,0.0008508397,0.0012691165],"domain_scores_gemma":[0.99418443,0.001637208,0.00058022875,0.0003941138,0.0002675329,0.002936494],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025433647,0.0002997956,0.00079448445,0.00034966983,0.0009260019,0.000024245586,0.0002255064,0.00041857388,0.00041655812],"category_scores_gemma":[0.0012907127,0.00027733282,0.000039176794,0.0008810518,0.000112353664,0.00022571262,0.00028908913,0.001212944,0.000070876034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019485565,0.00031257176,0.9462023,0.003293056,0.0000043435452,0.000010686989,0.0038988455,0.00000786672,0.0000024207172,0.00041083715,0.0027273316,0.04118121],"study_design_scores_gemma":[0.002983951,0.0014077628,0.9742232,0.00038318013,0.000009223176,0.0000099583085,0.0008419691,0.0005359693,3.792599e-7,0.000091612375,0.019340636,0.00017216145],"about_ca_topic_score_codex":0.0025320824,"about_ca_topic_score_gemma":0.004757024,"teacher_disagreement_score":0.04100905,"about_ca_system_score_codex":0.0002116647,"about_ca_system_score_gemma":0.0027735017,"threshold_uncertainty_score":0.9999679},"labels":[],"label_agreement":null},{"id":"W3049112501","doi":"10.2196/18505","title":"Excessive Smartphone Use and Self-Esteem Among Adults With Internet Gaming Disorder: Quantitative Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Mental health; Clinical psychology; Psychology; Smartphone addiction; Scale (ratio); Addiction; The Internet; Psychiatry; Medicine","score_opus":0.0639927637984088,"score_gpt":0.3775225656651002,"score_spread":0.3135298018666914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049112501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99541235,0.0004136276,0.0000822882,0.0021879303,0.000085660824,0.0014724106,0.000026744248,0.0002497754,0.000069192894],"genre_scores_gemma":[0.99773186,0.0007932364,0.0003864982,0.00091020897,0.00004514712,0.00003704206,0.000009319179,0.000025078354,0.00006158593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723643,0.00083429256,0.00034451342,0.0005414246,0.00036920686,0.0006741195],"domain_scores_gemma":[0.99829197,0.00029933063,0.00033234758,0.00015839802,0.00013888067,0.00077907817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091132836,0.00022636693,0.00040935611,0.000098738594,0.000662632,0.00014968432,0.00020122394,0.0001449454,0.000008544113],"category_scores_gemma":[0.00045378853,0.00019395808,0.000016853248,0.00050042,0.00044080336,0.000496734,0.000102370774,0.00044657418,0.0000067161786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047385972,0.0004175359,0.90782547,0.00022333983,0.000021563996,0.00001392158,0.08757889,2.7709888e-7,1.575068e-7,0.00010961093,0.00035189115,0.002983465],"study_design_scores_gemma":[0.0018830141,0.0023061126,0.9508251,0.000106686704,0.000024961832,0.0000014918795,0.044246085,0.0001897892,7.846909e-7,0.0000114393915,0.00021502993,0.00018948269],"about_ca_topic_score_codex":0.037932992,"about_ca_topic_score_gemma":0.088094495,"teacher_disagreement_score":0.050161507,"about_ca_system_score_codex":0.00009873527,"about_ca_system_score_gemma":0.0003499041,"threshold_uncertainty_score":0.9684735},"labels":[],"label_agreement":null},{"id":"W30563807","doi":"10.2196/11708","title":"Civil Liability on the Internet (with J. Carle)","year":2006,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Freedom of Expression and Defamation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Liability; The Internet; Business; Computer security; Internet privacy; Political science; Computer science; Law; World Wide Web","score_opus":0.04438076697558794,"score_gpt":0.3587012494980981,"score_spread":0.31432048252251016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30563807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7962734,0.00017960783,0.000070728864,0.031387426,0.0001897836,0.00052029704,0.0000052677124,0.000085089065,0.17128837],"genre_scores_gemma":[0.9943319,0.00007421125,0.00006869799,0.002730224,0.0002993852,0.00003856412,0.000004183246,0.000005954651,0.0024468643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99864715,0.00030304323,0.0001861609,0.0002041094,0.00032641416,0.00033309349],"domain_scores_gemma":[0.9992103,0.00025250026,0.00010793869,0.00017634031,0.00005158168,0.00020134907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010013274,0.00008520473,0.000118056974,0.000037642792,0.0005609708,0.00006258217,0.00011553634,0.00006852142,0.00016545235],"category_scores_gemma":[0.00006067453,0.000048672373,0.00002083429,0.00015669614,0.00024765343,0.00008256271,0.000015243506,0.0001762551,0.00003052691],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025565873,0.00027068375,0.023438623,0.00019676055,0.0000035468804,0.0000023205719,0.011458059,0.0000094592715,0.000004556352,0.7003423,0.25057614,0.013441895],"study_design_scores_gemma":[0.00077112945,0.0004700793,0.22727491,0.000121754085,0.0000125057295,0.0000017510355,0.0039474173,0.00022365668,0.000021856242,0.013622244,0.7533063,0.00022635037],"about_ca_topic_score_codex":0.013548938,"about_ca_topic_score_gemma":0.0143974675,"teacher_disagreement_score":0.6867201,"about_ca_system_score_codex":0.0000938271,"about_ca_system_score_gemma":0.00026854555,"threshold_uncertainty_score":0.99301994},"labels":[],"label_agreement":null},{"id":"W3059832801","doi":"10.2196/22208","title":"Clinometric Gait Analysis Using Smart Insoles in Patients With Hemiplegia After Stroke: Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gait; Physical medicine and rehabilitation; Stroke (engine); Gait analysis; Rehabilitation; Medicine; Physical therapy","score_opus":0.056113790119122646,"score_gpt":0.355102412491835,"score_spread":0.29898862237271234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3059832801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738646,0.0005296631,0.00005617763,0.0005373116,0.0000721121,0.001276878,0.000032292708,0.000031081057,0.00007804937],"genre_scores_gemma":[0.99695563,0.00007020478,0.00063207233,0.0021155328,0.000108584056,0.000045549892,0.000027660224,0.000020168876,0.000024608229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812657,0.00014119841,0.0005261194,0.00038984357,0.00038290553,0.000433358],"domain_scores_gemma":[0.9987115,0.00011053179,0.0001619378,0.00018828604,0.000086666696,0.00074107695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029815116,0.0001815611,0.00062190957,0.0008453116,0.00007679445,0.000016831857,0.000041869203,0.000049373473,0.000041999923],"category_scores_gemma":[0.000087055545,0.0001365798,0.000059568007,0.0021819752,0.00004541285,0.00010840589,0.000028234093,0.00029907757,0.000005105381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028061399,0.0015956848,0.9923452,0.0005656054,0.000106201005,0.000004322687,0.0014034706,0.000011291136,0.0000011256448,0.0000018936828,0.00003986152,0.0011191884],"study_design_scores_gemma":[0.004567418,0.008201318,0.9851659,0.00003620434,0.00038600204,8.71741e-7,0.001100655,0.00032018247,4.844393e-7,5.4609404e-7,0.00010324204,0.000117155985],"about_ca_topic_score_codex":0.00021649865,"about_ca_topic_score_gemma":0.00009320616,"teacher_disagreement_score":0.0071792947,"about_ca_system_score_codex":0.00016897515,"about_ca_system_score_gemma":0.00025663062,"threshold_uncertainty_score":0.55695623},"labels":[],"label_agreement":null},{"id":"W30609978","doi":"10.2196/12070","title":"Uncertainties of the North Atlantic MOC and atmosphere-ocean interaction in future climate predictions","year":2012,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Atmosphere (unit); Climatology; Environmental science; Climate system; Climate model; Climate change; Meteorology; Atmospheric sciences; Oceanography; Geology; Geography","score_opus":0.01221993984123557,"score_gpt":0.26604324307921445,"score_spread":0.25382330323797886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30609978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99823695,0.00030614447,0.000046089,0.00051702827,0.00023689371,0.00026173986,0.0000048656593,0.000013396878,0.00037688177],"genre_scores_gemma":[0.9963714,0.0026825978,0.00047628555,0.00030903018,0.00007589373,0.00000918373,0.0000041658845,0.000010048064,0.00006139727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989923,0.00006406722,0.00025007463,0.00016576519,0.00014973982,0.00037805413],"domain_scores_gemma":[0.99950385,0.000022886526,0.00013963837,0.00014626684,0.0000017022174,0.0001856505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017555522,0.00011601028,0.00014586173,0.000003271279,0.00019678027,0.000006603359,0.00007170549,0.000060500854,0.00006117647],"category_scores_gemma":[0.0000037803204,0.000082339255,0.000022556505,0.00016459462,0.0001991238,0.00020339806,0.0001269885,0.00019921307,0.0000043784726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003104282,0.00007415561,0.9922587,0.00010760678,0.000001977705,1.6414674e-7,0.0014372749,0.0019799348,0.000002111127,0.00008351357,0.00014861763,0.0038748514],"study_design_scores_gemma":[0.00020434485,0.000063250314,0.99089015,0.000018440738,0.000013273303,0.00001256971,0.0020513437,0.0047795246,5.0427894e-7,0.000028233995,0.0018695513,0.000068812464],"about_ca_topic_score_codex":0.0017998175,"about_ca_topic_score_gemma":0.0012342832,"teacher_disagreement_score":0.003806039,"about_ca_system_score_codex":0.00017281807,"about_ca_system_score_gemma":0.00001152627,"threshold_uncertainty_score":0.33576974},"labels":[],"label_agreement":null},{"id":"W3064639804","doi":"10.2196/18351","title":"An Interactive Text Messaging Intervention to Improve Adherence to Option B+ Prevention of Mother-to-Child HIV Transmission in Kenya: Cost Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases","keywords":"mHealth; Short Message Service; Beneficiary; Medicine; Intervention (counseling); Health care; Nursing; Family medicine; Medical emergency; Business; Computer science; Psychological intervention; Finance","score_opus":0.0591690800989679,"score_gpt":0.4740053298888912,"score_spread":0.4148362497899233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3064639804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79728824,0.00027918132,0.15439087,0.03171479,0.00022437821,0.014937892,0.00020470096,0.0001590368,0.00080089364],"genre_scores_gemma":[0.9772828,0.00034070542,0.004235754,0.0106947115,0.00019215832,0.0069156,0.00015361917,0.000047118185,0.00013749397],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9943845,0.0010588603,0.0020265323,0.0010572408,0.0003800025,0.0010928247],"domain_scores_gemma":[0.9951116,0.0002331989,0.0007234677,0.0005064856,0.00022878326,0.0031965002],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017485319,0.00032674288,0.0008909232,0.00092580065,0.0006157197,0.000017763052,0.00030129633,0.00025381957,0.00021570468],"category_scores_gemma":[0.00014301878,0.00032550772,0.00013018913,0.0026048054,0.000027239921,0.00028902077,0.000093550516,0.00091609743,0.00012533348],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004959745,0.0012662761,0.050586168,0.009765316,0.00007243245,0.000002264034,0.041542254,0.0012708578,0.0010014887,0.003363141,0.0019614708,0.88420856],"study_design_scores_gemma":[0.006732947,0.00880489,0.8893526,0.0034385507,0.00042964742,0.0000022359475,0.014803038,0.021868719,0.0002250798,0.0005867337,0.052876707,0.00087885116],"about_ca_topic_score_codex":0.0021428221,"about_ca_topic_score_gemma":0.002140507,"teacher_disagreement_score":0.88332975,"about_ca_system_score_codex":0.0005053051,"about_ca_system_score_gemma":0.00068154995,"threshold_uncertainty_score":0.9999197},"labels":[],"label_agreement":null},{"id":"W3067763881","doi":"10.2196/18513","title":"Mobile Health Apps for Medical Emergencies: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministerio de Industria, Energía y Turismo; European Commission","keywords":"App store; Android (operating system); mHealth; Systematic review; Computer science; World Wide Web; Mobile device; Mobile apps; Health care; Internet privacy; Multimedia; MEDLINE; Medicine; Psychological intervention; Nursing","score_opus":0.1608006568486209,"score_gpt":0.5525228303348344,"score_spread":0.3917221734862135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3067763881","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.6322245e-7,0.8664593,0.00042853257,0.0054154187,0.0012779736,0.12422646,0.0012408665,0.0005354995,0.00041575462],"genre_scores_gemma":[5.3503413e-7,0.6555786,0.00039678108,0.038197562,0.0010168232,0.30269593,0.0011934674,0.00024012753,0.0006801602],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9769921,0.0047445437,0.010667626,0.0022312917,0.001452028,0.0039124354],"domain_scores_gemma":[0.9783672,0.003678272,0.0067944387,0.0018886626,0.0004674545,0.008803937],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.010418397,0.0015384025,0.013042139,0.00050179247,0.0036874304,0.000024469999,0.0012847985,0.0017697754,0.00056351285],"category_scores_gemma":[0.002367073,0.00120423,0.00096485665,0.0016680495,0.00020166149,0.00013280935,0.0003776463,0.004275993,0.0010248598],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012765607,0.000082047794,9.393016e-7,0.5762062,0.000044000604,0.0000021783105,0.00027065116,6.1124696e-9,4.6099202e-10,0.002613789,0.09886845,0.32189894],"study_design_scores_gemma":[0.0004725834,0.0006862933,4.3478101e-7,0.41358313,0.0009610092,0.000035840545,0.0002199538,0.000017029633,5.634965e-10,0.00008535449,0.58353907,0.00039928887],"about_ca_topic_score_codex":0.00025934965,"about_ca_topic_score_gemma":0.00017707527,"teacher_disagreement_score":0.48467064,"about_ca_system_score_codex":0.0017084747,"about_ca_system_score_gemma":0.04033114,"threshold_uncertainty_score":0.99975294},"labels":[],"label_agreement":null},{"id":"W3070136928","doi":"10.2196/19225","title":"Checklists for Complications During Systemic Cancer Treatment Shared by Patients, Friends, and Health Care Professionals: Prospective Interventional Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tenovus","keywords":"Medicine; Cohort; Prospective cohort study; Anxiety; Hospital Anxiety and Depression Scale; Depression (economics); Cancer; Cohort study; Physical therapy; Disease; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.05486565843604561,"score_gpt":0.41744341949032343,"score_spread":0.3625777610542778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3070136928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674153,0.012821878,0.000025960191,0.009508322,0.00017039759,0.008231794,0.0017081405,0.000074430165,0.00004383007],"genre_scores_gemma":[0.99179524,0.0004490952,0.000036547277,0.0016611124,0.00018230612,0.0048561716,0.0008702868,0.000030655596,0.00011857347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815047,0.00008518976,0.00050830387,0.0006177169,0.00025968626,0.0003786067],"domain_scores_gemma":[0.99856204,0.00003004203,0.00026488546,0.00016752645,0.00024533705,0.00073014403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014020022,0.000217743,0.0005380534,0.000057120902,0.00048158603,0.000022846167,0.000050763574,0.0000618189,0.000020587295],"category_scores_gemma":[0.0000106245825,0.00018178356,0.00006373436,0.00015373848,0.00003573511,0.00006629382,0.000038038237,0.00015680489,0.0000011705711],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005731001,0.00078736886,0.9590518,0.0064551993,0.0000930665,6.6375276e-7,0.02709879,1.7625814e-7,0.000002935744,0.00005924363,0.0028025077,0.0030751412],"study_design_scores_gemma":[0.0051884614,0.003175944,0.97795236,0.00041339427,0.000116809926,0.000004833325,0.011894629,0.000026724218,0.000006237001,0.0000037762554,0.0010828525,0.00013400256],"about_ca_topic_score_codex":0.0021099604,"about_ca_topic_score_gemma":0.0017061839,"teacher_disagreement_score":0.024380006,"about_ca_system_score_codex":0.0010183565,"about_ca_system_score_gemma":0.00072884845,"threshold_uncertainty_score":0.7412918},"labels":[],"label_agreement":null},{"id":"W3072040285","doi":"10.2196/20203","title":"Factors Impacting Clinicians’ Adoption of a Clinical Photo Documentation App and its Implications for Clinical Workflows and Quality of Care: Qualitative Case Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Documentation; Workflow; mHealth; Health care; Qualitative research; Medicine; Quality (philosophy); Usability; Nursing; Knowledge management; Psychological intervention; Computer science","score_opus":0.5173713914099162,"score_gpt":0.6439207353700609,"score_spread":0.12654934396014472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3072040285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98996836,0.0012149826,0.0003811229,0.0038527085,0.000110176996,0.0042093894,0.00021717133,0.00003379066,0.000012277148],"genre_scores_gemma":[0.9948791,0.0016381938,0.0012969114,0.0016217006,0.00025535392,0.00012831017,0.00015707672,0.000020403122,0.0000028989266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949494,0.0008901848,0.003100893,0.0005214776,0.0002188182,0.00031920793],"domain_scores_gemma":[0.99415857,0.0028159944,0.0016205775,0.00017421924,0.00037023914,0.00086039805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039432156,0.00019534118,0.0011555952,0.00010410204,0.00020823182,0.000009488002,0.000038030426,0.00014820865,0.0000066824637],"category_scores_gemma":[0.0014214403,0.00016364155,0.00009890595,0.0002594838,0.00012081101,0.00015516827,0.000035104345,0.00034251774,2.3172554e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017442144,0.0004121588,0.8513048,0.005433084,0.00006690268,0.0000022025592,0.065539286,1.1976658e-7,0.00001780548,0.00023107827,0.00015504663,0.07509325],"study_design_scores_gemma":[0.007454833,0.0094894525,0.78949,0.00007050854,0.00026923348,0.000013955242,0.19287099,0.00006528477,0.0000079495685,0.000037554855,0.00013398415,0.000096270465],"about_ca_topic_score_codex":0.00093994517,"about_ca_topic_score_gemma":0.00043805197,"teacher_disagreement_score":0.1273317,"about_ca_system_score_codex":0.00004085401,"about_ca_system_score_gemma":0.0005142144,"threshold_uncertainty_score":0.6673109},"labels":[],"label_agreement":null},{"id":"W3077506331","doi":"10.2196/22321","title":"A QR Code–Based Contact Tracing Framework for Sustainable Containment of COVID-19: Evaluation of an Approach to Assist the Return to Normal Activity","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund of China; Fujian University of Technology","keywords":"Credibility; Contact tracing; Public health; Traceability; Interoperability; Population; Computer science; Medicine; Computer security; Business; Medical emergency; Environmental health; Coronavirus disease 2019 (COVID-19); Nursing; Political science; World Wide Web","score_opus":0.12867921428255788,"score_gpt":0.4179226753923007,"score_spread":0.28924346110974286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3077506331","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3292666,0.00006244645,0.6481201,0.019131199,0.00003981319,0.0031399005,0.000036854843,0.000052895004,0.00015018893],"genre_scores_gemma":[0.96556115,0.0000015616916,0.0154394265,0.01848309,0.000068070345,0.00041725556,0.000008598388,0.000016375301,0.0000045004117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99681497,0.00047472597,0.0005808376,0.0006529364,0.0008166261,0.0006599152],"domain_scores_gemma":[0.9962015,0.0009954678,0.00042917553,0.0005817471,0.00043231942,0.0013598023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004007245,0.00021819108,0.00049041584,0.0001483341,0.00039376502,0.0001365722,0.0005760776,0.00010511126,0.000002502448],"category_scores_gemma":[0.0017808118,0.00018334131,0.0000818312,0.00073344365,0.000034951325,0.0005662461,0.00014111442,0.00026465126,4.6387328e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013515542,0.0036722827,0.009987243,0.05493947,0.00016631797,0.00001971431,0.13905281,0.048390497,0.0017884381,0.5274678,0.0015237282,0.19947614],"study_design_scores_gemma":[0.0050120526,0.007624515,0.06692969,0.0002750934,0.0001484584,0.000006491182,0.0060157357,0.90356654,0.0021124606,0.005709727,0.0019394594,0.00065974804],"about_ca_topic_score_codex":0.000741326,"about_ca_topic_score_gemma":0.00013086398,"teacher_disagreement_score":0.8551761,"about_ca_system_score_codex":0.0007223774,"about_ca_system_score_gemma":0.0040447363,"threshold_uncertainty_score":0.7476442},"labels":[],"label_agreement":null},{"id":"W30777844","doi":"10.2196/12204","title":"ANALYSIS AND FIT OF THE FTMW SPECTRUM OF THE TWO-TOP MOLECULE N-METHYLACETAMIDE","year":2003,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Luminescence Properties of Advanced Materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.025772234854654175,"score_gpt":0.32422468733060755,"score_spread":0.29845245247595337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30777844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965359,0.0008768654,0.000047172434,0.0015401553,0.00027265967,0.00043786905,0.00003200371,0.000013905739,0.00024347774],"genre_scores_gemma":[0.99831396,0.00026272793,0.0007614271,0.00046831215,0.000026827118,0.000017080127,4.6777396e-7,0.000011312911,0.00013787938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99813056,0.00036414093,0.00052069465,0.00030515075,0.0002854116,0.0003940392],"domain_scores_gemma":[0.9986665,0.00007723891,0.00048785223,0.0005610678,0.00006235986,0.00014494485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092542195,0.00015000202,0.00044374843,0.0000743867,0.00022881944,0.000024549146,0.0002763462,0.00005223054,0.00007554525],"category_scores_gemma":[0.000182971,0.000081644306,0.00007306539,0.00052171946,0.0003687774,0.00010356932,0.0001291223,0.00010111728,0.0000021414396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020766037,0.00018093271,0.09245286,0.0022724594,0.00004867673,9.5304165e-7,0.0019285989,0.00023982058,0.8983055,0.0033883348,0.00014240443,0.00083179754],"study_design_scores_gemma":[0.0006074834,0.00013014626,0.110445246,0.000064645814,0.00018347651,0.000008748208,0.0002488081,0.00003454923,0.8867631,0.0011100149,0.00026620482,0.0001376047],"about_ca_topic_score_codex":0.0006337429,"about_ca_topic_score_gemma":0.00020060378,"teacher_disagreement_score":0.017992381,"about_ca_system_score_codex":0.00004129941,"about_ca_system_score_gemma":0.00023508357,"threshold_uncertainty_score":0.3329358},"labels":[],"label_agreement":null},{"id":"W3080569092","doi":"10.2196/19260","title":"Asynchronous mHealth Interventions in Rheumatoid Arthritis: Systematic Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Telemedicine; Popularity; Psychological intervention; Asynchronous communication; Health care; eHealth; Internet privacy; Medicine; Wearable computer; Telehealth; Computer science; Psychology; Nursing; Telecommunications","score_opus":0.08297605173583723,"score_gpt":0.40961112766588204,"score_spread":0.3266350759300448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080569092","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11531205,0.854848,0.0002527952,0.023313766,0.000093149756,0.005649585,0.000016236452,0.00014987892,0.00036452818],"genre_scores_gemma":[0.43481734,0.5594106,0.00025722224,0.0050504366,0.000045343317,0.0003666752,0.000022106417,0.000024141862,0.000006168372],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9961531,0.00047058368,0.0015777288,0.0005014195,0.00044240558,0.0008547198],"domain_scores_gemma":[0.9976579,0.00015695597,0.00033539176,0.00032083868,0.00009649636,0.001432414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012991574,0.00025784763,0.0014552308,0.00020291681,0.00024169833,0.000045503937,0.00012492096,0.0000913947,0.00017021736],"category_scores_gemma":[0.0005168074,0.0002293374,0.00016278843,0.00052212534,0.00011034435,0.00017958549,0.000064589185,0.00057972095,0.00011379404],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014746784,0.00023466982,0.003717531,0.97523385,0.000026169297,0.0000746386,0.0013090865,4.5142923e-7,0.000005133868,0.0009804355,0.0011709181,0.017099671],"study_design_scores_gemma":[0.0035570064,0.0015411858,0.006679061,0.9865062,0.000012028038,0.00039148686,0.00053391623,0.00022138866,0.0000044669773,0.00011471346,0.00020911913,0.00022942357],"about_ca_topic_score_codex":0.00015285065,"about_ca_topic_score_gemma":0.00036506332,"teacher_disagreement_score":0.3195053,"about_ca_system_score_codex":0.00014544425,"about_ca_system_score_gemma":0.0011715862,"threshold_uncertainty_score":0.93521076},"labels":[],"label_agreement":null},{"id":"W3081304469","doi":"10.2196/15866","title":"Designing an Information and Communications Technology Tool With and for Victims of Violence and Their Case Managers in San Francisco: Human-Centered Design Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Information and Communications Technology; Intervention (counseling); Psychology; Qualitative research; Public relations; Nursing; Medicine; Sociology; Computer science; World Wide Web","score_opus":0.14255656299087716,"score_gpt":0.4435299711948204,"score_spread":0.30097340820394325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081304469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98855984,0.0011585823,0.0061056796,0.001280199,0.000025475414,0.002720464,0.00006441024,0.000043442615,0.00004191639],"genre_scores_gemma":[0.994861,0.00014074524,0.0040103933,0.00051303423,0.0000067812252,0.00043679684,0.00001683079,0.0000129106775,0.0000014807418],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998652,0.00018155019,0.0005690315,0.00025407382,0.000054344342,0.00028899265],"domain_scores_gemma":[0.9990503,0.0001343477,0.00026336365,0.0002788212,0.000043755754,0.00022940557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004771813,0.00014501266,0.0002880133,0.00022977112,0.00028655425,0.000033102955,0.000107986525,0.00007948325,0.0000022946442],"category_scores_gemma":[0.000018832843,0.00012822765,0.000008680562,0.00024146195,0.00020755627,0.00036511372,0.00007901199,0.00019712694,4.66958e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002127796,0.0016804489,0.13009208,0.0047074533,0.00007511939,0.000029896104,0.066978805,0.000005193904,0.00004732365,0.008261485,0.00008281825,0.78591156],"study_design_scores_gemma":[0.0313488,0.08231212,0.53616023,0.0033054757,0.00021819795,0.0016135395,0.32444236,0.009136557,0.00016371437,0.009456823,0.0005693469,0.0012728451],"about_ca_topic_score_codex":0.00035297225,"about_ca_topic_score_gemma":0.0005506275,"teacher_disagreement_score":0.7846387,"about_ca_system_score_codex":0.0000312388,"about_ca_system_score_gemma":0.000045704266,"threshold_uncertainty_score":0.5228972},"labels":[],"label_agreement":null},{"id":"W3081367690","doi":"10.2196/20720","title":"Association Between Usage of an App to Redeem Prescribed Food Benefits and Redemption Behaviors Among the Special Supplemental Nutrition Program for Women, Infants, and Children Participants: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Robert Wood Johnson Foundation","keywords":"Association (psychology); Cross-sectional study; Psychology; mHealth; Gerontology; Medicine; Clinical psychology; Psychiatry; Psychological intervention; Psychotherapist","score_opus":0.1872535003689442,"score_gpt":0.4828266837441065,"score_spread":0.29557318337516225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081367690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825408,0.00011954863,0.000004904315,0.0029593,0.00022897155,0.011506342,0.002538871,0.00008635219,0.000014910363],"genre_scores_gemma":[0.9936898,0.0001617816,0.00023250075,0.00059290073,0.0018427697,0.0028853847,0.0005516982,0.00002442506,0.000018782968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964248,0.00057540234,0.0011500916,0.0005411349,0.00042660272,0.0008819739],"domain_scores_gemma":[0.99778134,0.00029751903,0.00062688254,0.00015750065,0.00019021399,0.00094653905],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002082364,0.00020628158,0.00043610513,0.00012095887,0.0021669336,0.0000601697,0.000112223635,0.00026525208,0.000054232136],"category_scores_gemma":[0.0001849896,0.00018758711,0.000033065953,0.00027502907,0.00008736196,0.00034193828,0.00012348675,0.0005193736,0.0000019157176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060398085,0.0004717506,0.9659115,0.0008171533,0.00003967143,1.0176574e-7,0.025578175,0.0000022011284,0.0000016822944,0.00019131346,0.0009945941,0.005387854],"study_design_scores_gemma":[0.003617709,0.006043241,0.9829715,0.00006408449,0.00008678189,4.4655306e-7,0.0057518827,0.000104237646,0.0000021902733,0.00018567409,0.0010226795,0.00014960123],"about_ca_topic_score_codex":0.0008113109,"about_ca_topic_score_gemma":0.0035297952,"teacher_disagreement_score":0.019826291,"about_ca_system_score_codex":0.00029389068,"about_ca_system_score_gemma":0.00022357877,"threshold_uncertainty_score":0.9991321},"labels":[],"label_agreement":null},{"id":"W3081397223","doi":"10.2196/16911","title":"Adoption of Mobile Health Apps in Dietetic Practice: Case Study of Diyetkolik","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; Psychology; Technology acceptance model; Mobile apps; Applied psychology; Internet privacy; Service provider; Structural equation modeling; Service (business); Computer science; World Wide Web; Marketing; Psychological intervention; Business","score_opus":0.1348605531681746,"score_gpt":0.5176705268775643,"score_spread":0.38280997370938974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081397223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691312,0.004601489,0.00011403685,0.007821558,0.00022647352,0.0174691,0.00009677852,0.000103883634,0.00043547968],"genre_scores_gemma":[0.9741245,0.0066252802,0.0009607626,0.007223128,0.00025445025,0.010690355,0.000041731724,0.000056168057,0.000023617686],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9914553,0.0021872795,0.0036121858,0.00081648934,0.000564214,0.001364498],"domain_scores_gemma":[0.9931897,0.001274406,0.002512008,0.00065384014,0.00038708004,0.0019829632],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032016942,0.0003509212,0.0013999129,0.0003699293,0.00081661926,0.0000051057973,0.00022205885,0.00028960165,0.000059094928],"category_scores_gemma":[0.00040813285,0.000339943,0.00006139645,0.0013465737,0.00012430007,0.00022012257,0.00015172813,0.0014721482,0.000028844759],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004653112,0.01284343,0.2834814,0.099083096,0.000078480225,0.0002677736,0.25381896,0.00015718961,0.000038689483,0.006658204,0.009824716,0.32909498],"study_design_scores_gemma":[0.022922436,0.04326168,0.12805451,0.0018369203,0.00026685192,0.0003211339,0.71106,0.002763821,0.0000055296164,0.00030045892,0.08820777,0.0009988865],"about_ca_topic_score_codex":0.011517035,"about_ca_topic_score_gemma":0.0026399235,"teacher_disagreement_score":0.45724106,"about_ca_system_score_codex":0.00033577715,"about_ca_system_score_gemma":0.0035786075,"threshold_uncertainty_score":0.9999053},"labels":[],"label_agreement":null},{"id":"W3081608044","doi":"10.2196/11968","title":"Technology-Enabled Health Care Collaboration in Pediatric Chronic Illness: Pre-Post Interventional Study for Feasibility, Acceptability, and Clinical Impact of an Electronic Health Record–Linked Platform for Patient-Clinician Partnership","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Robert Wood Johnson Foundation","keywords":"Electronic health record; Medicine; General partnership; mHealth; Health records; Health care; Patient portal; Telehealth; Health information technology; Family medicine; Telemedicine; Nursing; Medical emergency; Psychological intervention","score_opus":0.10147590954993027,"score_gpt":0.5347798035564864,"score_spread":0.4333038940065561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081608044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9307953,0.0049318615,0.0003000492,0.01661357,0.00035269928,0.045839444,0.0009484112,0.00020307847,0.00001559402],"genre_scores_gemma":[0.9740268,0.0036467758,0.0013723534,0.0035357496,0.0008162159,0.015569853,0.00092742074,0.00009518009,0.000009624694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98767793,0.0019493133,0.0056000343,0.0017666358,0.00041673306,0.0025893757],"domain_scores_gemma":[0.99079853,0.0016065687,0.00327698,0.00082761474,0.0009957281,0.0024945764],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006685857,0.00057287107,0.0020486363,0.0006332547,0.0019309265,0.000029722556,0.00041287526,0.00069784775,0.00004479916],"category_scores_gemma":[0.0012605563,0.00053836,0.00026264845,0.0015801409,0.00019958874,0.00041724072,0.00020069492,0.0017945011,0.000003644993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058870935,0.0027967307,0.77457064,0.025557421,0.00003940053,4.2327753e-7,0.016447395,0.00001135336,6.41696e-7,0.0014156289,0.0015807762,0.17169249],"study_design_scores_gemma":[0.018422814,0.09392573,0.8419766,0.0002489191,0.000104879306,0.00000262838,0.036069095,0.001974663,3.7701773e-7,0.0019265425,0.0048260847,0.00052167685],"about_ca_topic_score_codex":0.002266317,"about_ca_topic_score_gemma":0.05226647,"teacher_disagreement_score":0.17117082,"about_ca_system_score_codex":0.0031603104,"about_ca_system_score_gemma":0.030333579,"threshold_uncertainty_score":0.9997068},"labels":[],"label_agreement":null},{"id":"W3081613298","doi":"10.2196/20820","title":"Behavior Change Techniques in Wrist-Worn Wearables to Promote Physical Activity: Content Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; mHealth; Behavior change methods; Physical activity; Wearable technology; Goal setting; Behavior change; Computer science; eHealth; Psychological intervention; Human–computer interaction; Applied psychology; Psychology; Physical medicine and rehabilitation; Medicine; Social psychology; Health care; Embedded system","score_opus":0.2563090048391988,"score_gpt":0.4454692578676463,"score_spread":0.18916025302844752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081613298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610853,0.000114274546,0.000098488796,0.03543026,0.000023514347,0.0028990484,0.000049479335,0.0001546764,0.00014495596],"genre_scores_gemma":[0.9884744,0.00030481975,0.00048802144,0.009027821,0.0005415279,0.0010831133,0.000020559013,0.000026196887,0.000033536355],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978705,0.00012216288,0.0003170839,0.00062300015,0.00035087278,0.0007163897],"domain_scores_gemma":[0.9978911,0.000057028115,0.00014632536,0.00025570532,0.00006874331,0.0015810757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026674985,0.0002501703,0.0011156326,0.00028251464,0.00014649365,0.000023699013,0.00008597467,0.00012206721,0.000013754052],"category_scores_gemma":[0.000046873807,0.00021591068,0.00013290673,0.0013038209,0.000060679846,0.00019430397,0.00007103231,0.000654995,0.000021060336],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041484116,0.009756584,0.09425722,0.005345395,0.00013438669,0.00013420552,0.01300072,6.8831145e-7,0.005963869,0.00073840184,0.00056539546,0.8659547],"study_design_scores_gemma":[0.0010704575,0.0043612416,0.98665047,0.0001779096,0.0004954043,0.000007706971,0.00021877185,0.0011954847,0.0015093127,0.000047653273,0.003990669,0.00027490727],"about_ca_topic_score_codex":0.001857466,"about_ca_topic_score_gemma":0.00037004452,"teacher_disagreement_score":0.8923933,"about_ca_system_score_codex":0.00021287706,"about_ca_system_score_gemma":0.00028403522,"threshold_uncertainty_score":0.88045824},"labels":[],"label_agreement":null},{"id":"W3081866830","doi":"10.2196/18545","title":"App-Based Delivery of Clinical Emotional Freedom Techniques: Cross-Sectional Study of App User Self-Ratings","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Acupuncture Treatment Research Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; mHealth; Acupressure; Psychology; Mental health; Clinical psychology; Stress management; Distress; Psychological intervention; Psychiatry; Medicine; Alternative medicine","score_opus":0.11644639812578958,"score_gpt":0.4729912101529013,"score_spread":0.35654481202711175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081866830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946752,0.00027579616,0.00012410825,0.0022300368,0.00006835117,0.0021795367,0.00005884786,0.00015339005,0.00023473018],"genre_scores_gemma":[0.9921832,0.00020998466,0.005641854,0.0012866476,0.00044433717,0.00011743653,0.000047874706,0.000020694199,0.000047987625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687773,0.00022088946,0.0012399111,0.00048358622,0.0008143307,0.00036353216],"domain_scores_gemma":[0.9977102,0.00051855296,0.00047447308,0.00023291729,0.0004757145,0.00058812293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009919951,0.00024273613,0.0009234314,0.00012538908,0.00018499071,0.00000955623,0.000099456614,0.00016319024,0.00005679147],"category_scores_gemma":[0.0002932516,0.00015646924,0.00014336886,0.00029966878,0.0002585819,0.00006543953,0.00008275171,0.00050530315,0.0000041173857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017364147,0.002460479,0.9883411,0.0028401734,0.00014106891,0.0000122272795,0.0008424956,0.0000043541927,0.00003116131,0.000064271415,0.0024402172,0.0010860165],"study_design_scores_gemma":[0.004644665,0.008882935,0.9845707,0.00007200021,0.00010296194,0.0000070727224,0.00039469913,0.00036626056,0.00004424449,0.0000125796505,0.0008145839,0.00008729844],"about_ca_topic_score_codex":0.00032686777,"about_ca_topic_score_gemma":0.00004123634,"teacher_disagreement_score":0.006422456,"about_ca_system_score_codex":0.00009565146,"about_ca_system_score_gemma":0.0011411255,"threshold_uncertainty_score":0.638063},"labels":[],"label_agreement":null},{"id":"W3082037932","doi":"10.2196/19242","title":"Investigator Experiences Using Mobile Technologies in Clinical Research: Qualitative Descriptive Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; U.S. Food and Drug Administration; U.S. Department of Health and Human Services","keywords":"Qualitative research; Mobile technology; Descriptive research; Computer science; Psychology; Mobile device; Medical education; Medicine; World Wide Web; Sociology","score_opus":0.6687790364115255,"score_gpt":0.6626190000341952,"score_spread":0.0061600363773303135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082037932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97042996,0.0025170923,0.00008000112,0.011884227,0.00037812855,0.0139230415,0.00003747274,0.0003944605,0.00035563664],"genre_scores_gemma":[0.96304166,0.0019169294,0.001606346,0.004918632,0.0003929517,0.028024185,0.000011867594,0.000049309325,0.000038109833],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98501754,0.007916275,0.002870106,0.001330708,0.0007008828,0.0021645064],"domain_scores_gemma":[0.9926415,0.0028590872,0.0007529925,0.0006099498,0.00042123842,0.0027152072],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011510137,0.00034971425,0.0010436055,0.0004896399,0.0023739687,0.000023187404,0.0004813063,0.0005377707,0.00006843258],"category_scores_gemma":[0.003568828,0.00031035644,0.000059027167,0.0021866115,0.0009249857,0.00026382346,0.00038990797,0.003782592,0.00011633112],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068182935,0.00088499143,0.21037363,0.0028858755,0.000012308081,0.000016394704,0.74904436,0.0000032647058,0.000009831091,0.0044184676,0.0095346905,0.022134362],"study_design_scores_gemma":[0.002224533,0.002399891,0.02097717,0.00018979885,0.000013687603,0.0000015148912,0.95083576,0.0006250495,0.000002287743,0.0012715602,0.021219995,0.00023873417],"about_ca_topic_score_codex":0.002249011,"about_ca_topic_score_gemma":0.00075637084,"teacher_disagreement_score":0.20179142,"about_ca_system_score_codex":0.0006009449,"about_ca_system_score_gemma":0.007149153,"threshold_uncertainty_score":0.99993485},"labels":[],"label_agreement":null},{"id":"W3082474342","doi":"10.2196/21676","title":"Development and Acceptability of a Method to Investigate Prescription Drug Misuse in Daily Life: Ecological Momentary Assessment Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Medical prescription; Protocol (science); Medicine; Prescription Drug Misuse; Psychiatry; Psychology; Alternative medicine; Pharmacology","score_opus":0.08660456000443978,"score_gpt":0.42824166718857776,"score_spread":0.341637107184138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082474342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978223,0.00030999948,0.00005908002,0.017839063,0.000038733262,0.0034269853,0.000013247844,0.000038421946,0.00005146363],"genre_scores_gemma":[0.9424228,0.000108313434,0.050710026,0.0063014063,0.00002239792,0.00038172043,0.00003018724,0.000013771742,0.000009378791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768496,0.00036252372,0.0007250339,0.0005653699,0.00029679126,0.00036532435],"domain_scores_gemma":[0.9984807,0.000081944716,0.00014074937,0.00018707586,0.000042060623,0.0010674783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086902047,0.00020564704,0.00060774205,0.00012050418,0.000085409534,0.000012104344,0.000062253,0.000059995702,0.000050012317],"category_scores_gemma":[0.000056509205,0.0001684453,0.00002306165,0.00026088607,0.000038469952,0.00006725651,0.000125699,0.00025572508,0.0000025323152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007215566,0.002817895,0.92376184,0.0028127218,0.00004044841,0.000014755401,0.047914784,0.000006459363,0.00008900443,0.00003554567,0.0003727069,0.021412255],"study_design_scores_gemma":[0.003773315,0.0019748008,0.97975206,0.00003242493,0.00006568679,0.000002008465,0.012866973,0.00024296746,0.000057840174,0.000024494975,0.0010981918,0.00010921649],"about_ca_topic_score_codex":0.00067201175,"about_ca_topic_score_gemma":0.00028144105,"teacher_disagreement_score":0.05599021,"about_ca_system_score_codex":0.00028893724,"about_ca_system_score_gemma":0.0010329728,"threshold_uncertainty_score":0.6869},"labels":[],"label_agreement":null},{"id":"W3082630180","doi":"10.2196/18809","title":"Evaluation of the MoMba Live Long Remote Smoking Detection System During and After Pregnancy: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Center for Advancing Translational Sciences; National Institute of Mental Health; National Institutes of Health","keywords":"Cotinine; Psychological intervention; Medicine; Smoking cessation; mHealth; Pregnancy; Contingency management; Usability; Test (biology); Environmental health; Intervention (counseling); Medical emergency; Computer science; Nursing; Nicotine","score_opus":0.08305722256531989,"score_gpt":0.37031997678350925,"score_spread":0.28726275421818936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082630180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972153,0.0006850406,0.000041397787,0.00022027799,0.0000822979,0.001709714,0.0000015487235,0.000029144487,0.000015336276],"genre_scores_gemma":[0.99974114,0.000040736682,0.000035316785,0.00005987339,0.00004721853,0.0000617867,0.000001363831,0.00000970491,0.0000028671006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984309,0.0002534129,0.0003489652,0.0002892313,0.00051559805,0.00016187015],"domain_scores_gemma":[0.99934435,0.000023469645,0.00017247094,0.00013950383,0.00014043978,0.00017979491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010724901,0.000105219166,0.00021198012,0.000040397743,0.00022409511,0.00001327175,0.000022779304,0.00006489861,0.0000034733182],"category_scores_gemma":[0.0000600129,0.00007783075,0.000014937413,0.00013205802,0.000038041086,0.00006146872,0.000040501003,0.00017398065,1.1948362e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016630252,0.00005169062,0.8902691,0.002878555,0.00001208169,0.0000014751118,0.012735929,0.0000012099011,0.00005405412,7.5187666e-7,2.2070749e-7,0.093828626],"study_design_scores_gemma":[0.001612931,0.00027359,0.99278176,0.00059841434,0.0003168433,0.000020033545,0.003132568,0.00068287615,0.0005167148,0.0000039376732,0.0000014552385,0.000058875517],"about_ca_topic_score_codex":0.00017795517,"about_ca_topic_score_gemma":0.00016559353,"teacher_disagreement_score":0.10251266,"about_ca_system_score_codex":0.00025546338,"about_ca_system_score_gemma":0.0002785073,"threshold_uncertainty_score":0.3173846},"labels":[],"label_agreement":null},{"id":"W3083295405","doi":"10.2196/21704","title":"Attitudes and Expectations of Health Care Professionals Toward App-Based Therapy in Patients with Osteoarthritis of the Hip or Knee: Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; mHealth; Medicine; Physical therapy; Rehabilitation; Health professionals; Health care; Nursing; Alternative medicine; Psychological intervention","score_opus":0.06368805279600114,"score_gpt":0.436511080269291,"score_spread":0.3728230274732898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083295405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96227866,0.0059732464,0.00003689504,0.015709475,0.00014821741,0.015580162,0.00017244379,0.000066212226,0.00003467897],"genre_scores_gemma":[0.9873063,0.0004440868,0.00036339826,0.0063185003,0.000073331255,0.005384571,0.00005547669,0.000042390187,0.000011930013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99457574,0.0016759171,0.0017903998,0.0006068711,0.0005539458,0.00079714134],"domain_scores_gemma":[0.99657464,0.00042843792,0.0013122244,0.00046139487,0.00044297817,0.0007803447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008073341,0.00029984978,0.0008813048,0.00018550725,0.0011055039,0.0000059886943,0.00020577465,0.00018049603,0.000031795455],"category_scores_gemma":[0.00015593495,0.00019186281,0.000041276875,0.0009002798,0.00019854556,0.000108055814,0.00008475702,0.0007631605,0.0000025503098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015826849,0.0008445874,0.8762992,0.009911715,0.000008073398,3.6465048e-7,0.036228,0.0000035833489,6.7883286e-7,0.00029440396,0.00034973887,0.07447697],"study_design_scores_gemma":[0.0092065595,0.005273983,0.9598271,0.0011398458,0.000013414809,3.217595e-7,0.023802834,0.000016121243,0.0000024504423,0.000016795475,0.0005555492,0.00014502801],"about_ca_topic_score_codex":0.0009311427,"about_ca_topic_score_gemma":0.001543823,"teacher_disagreement_score":0.0835279,"about_ca_system_score_codex":0.00019604912,"about_ca_system_score_gemma":0.005744676,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W3083399130","doi":"10.2196/20496","title":"Use of mHealth Devices to Screen for Atrial Fibrillation: Cost-Effectiveness Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministerium für Wissenschaft, Forschung und Kunst Baden-Württemberg","keywords":"mHealth; Medicine; Atrial fibrillation; Stroke (engine); Photoplethysmogram; Diabetes mellitus; Emergency medicine; Heart failure; Medical emergency; Physical therapy; Internal medicine; Psychological intervention; Computer science; Nursing","score_opus":0.2557539275907128,"score_gpt":0.4624325016157698,"score_spread":0.20667857402505702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083399130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9489571,0.00067211426,0.011240033,0.032779675,0.00016751979,0.0058399285,0.00017175614,0.000099534125,0.0000723745],"genre_scores_gemma":[0.99043006,0.0002857383,0.0041519552,0.0030758947,0.0017402881,0.000012998151,0.00021039131,0.000023148701,0.00006954273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807954,0.00015498904,0.0006595259,0.0004264936,0.00029991337,0.00037955894],"domain_scores_gemma":[0.99775785,0.0006794742,0.00032600987,0.00020953387,0.0001928736,0.0008342341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006062587,0.00018395648,0.00089319976,0.00031490557,0.00017676364,0.000028489649,0.000053720283,0.000097547025,0.000032006203],"category_scores_gemma":[0.0002972533,0.00016130898,0.0003037816,0.0012009571,0.000032596563,0.0001472143,0.000046288067,0.00008713264,0.0000069120265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007208548,0.000006860368,0.9357413,0.0043959,0.00041393502,0.0000012014344,0.0005450844,0.0016901988,0.000022101836,0.0017993966,0.00093934353,0.04723611],"study_design_scores_gemma":[0.0025171444,0.0013153885,0.9019637,0.000054887412,0.0014445637,9.822252e-7,0.000088180655,0.0058319285,0.000021032083,0.000025772048,0.08659205,0.00014435162],"about_ca_topic_score_codex":0.00029813594,"about_ca_topic_score_gemma":0.000078352634,"teacher_disagreement_score":0.0856527,"about_ca_system_score_codex":0.00007936416,"about_ca_system_score_gemma":0.00028226274,"threshold_uncertainty_score":0.65779895},"labels":[],"label_agreement":null},{"id":"W3083541674","doi":"10.2196/16517","title":"Patient Perception of Mobile Phone Apps for the Care and Prevention of Sexually Transmitted Diseases: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Sexually transmitted disease; Cross-sectional study; Interquartile range; Outpatient clinic; mHealth; Health care; Psychological intervention; Nursing; Syphilis; Human immunodeficiency virus (HIV)","score_opus":0.06484913013689836,"score_gpt":0.45793828570255174,"score_spread":0.3930891555656534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083541674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759769,0.0042333314,0.0009783196,0.00087552797,0.00022869802,0.016796729,0.0007881542,0.000060083537,0.0000622697],"genre_scores_gemma":[0.98115385,0.0018251427,0.00041828753,0.0014294214,0.00022965198,0.014684075,0.00020337386,0.000031348256,0.00002487617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964488,0.00046196944,0.0016297915,0.0005251107,0.00035920436,0.00057508005],"domain_scores_gemma":[0.9968599,0.0007554528,0.0008467513,0.00030364504,0.00045433707,0.0007799251],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00071515294,0.0002091959,0.00052108965,0.000091410366,0.0013338994,0.000008237621,0.00012628493,0.00018454067,0.00007757074],"category_scores_gemma":[0.0000916619,0.00016235943,0.00007812442,0.00031942685,0.00015543,0.00009458963,0.00005395977,0.0004416337,0.000004365516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026622051,0.00076387706,0.68288785,0.029226374,0.000039423066,2.4406145e-7,0.055102825,0.000051323685,0.000060196875,0.0007058417,0.0013621035,0.22713771],"study_design_scores_gemma":[0.0036854027,0.004235518,0.94454455,0.00008747729,0.000099905534,8.039985e-7,0.039517622,0.00054681726,0.0000017727046,0.00020611349,0.006951512,0.00012247683],"about_ca_topic_score_codex":0.00051086413,"about_ca_topic_score_gemma":0.00016578185,"teacher_disagreement_score":0.2616567,"about_ca_system_score_codex":0.00011509442,"about_ca_system_score_gemma":0.0014005912,"threshold_uncertainty_score":0.9999662},"labels":[],"label_agreement":null},{"id":"W3083950063","doi":"10.2196/18142","title":"Neural Network–Based Algorithm for Adjusting Activity Targets to Sustain Exercise Engagement Among People Using Activity Trackers: Retrospective Observation and Algorithm Development Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Robert Wood Johnson Foundation","keywords":"Activity tracker; BitTorrent tracker; Computer science; Machine learning; Activity recognition; Algorithm; Physical activity; Social activity; Artificial neural network; Artificial intelligence; Key (lock); Psychology; Medicine; Physical medicine and rehabilitation; Eye tracking; Computer security; Social psychology","score_opus":0.13586585655175143,"score_gpt":0.39125321580387307,"score_spread":0.25538735925212164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083950063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321914,0.00013170809,0.058044113,0.0033351134,0.00011459002,0.0060114632,0.00004180804,0.00012513241,0.0000047023145],"genre_scores_gemma":[0.94316375,0.00004500506,0.05419517,0.0015505997,0.00057912274,0.00037802043,0.000030213832,0.000048261583,0.0000098630635],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967852,0.0002903792,0.0004801077,0.0009156356,0.00047677252,0.001051862],"domain_scores_gemma":[0.9975007,0.00024882713,0.00034960787,0.0002030197,0.0002093158,0.0014884942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001179442,0.0003863307,0.0010444177,0.00011101987,0.0011403471,0.0000579459,0.000076070224,0.00013281083,0.000004535297],"category_scores_gemma":[0.00011299791,0.00037901854,0.0000668418,0.00060774334,0.000050736664,0.00038670018,0.00010795649,0.000724518,8.275034e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014250098,0.0021480015,0.07035391,0.0030906464,0.00004930684,0.000015287827,0.01254861,0.00015327039,0.00011371274,0.000007963933,0.00017156288,0.9099227],"study_design_scores_gemma":[0.0025619466,0.0022366142,0.65761286,0.00012454003,0.00012579079,0.0000016465276,0.001279952,0.33561194,0.00010629683,0.000018729721,0.00008331547,0.0002363429],"about_ca_topic_score_codex":0.00090204674,"about_ca_topic_score_gemma":0.00033019687,"teacher_disagreement_score":0.9096864,"about_ca_system_score_codex":0.00070319267,"about_ca_system_score_gemma":0.00097436237,"threshold_uncertainty_score":0.9998662},"labels":[],"label_agreement":null},{"id":"W3084112804","doi":"10.2196/18496","title":"The Utility of Predicting Hospitalizations Among Patients With Heart Failure Using mHealth: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Decompensation; Observational study; Heart rate; Emergency medicine; Internal medicine; Physical therapy; Blood pressure","score_opus":0.10408426142454155,"score_gpt":0.3675912989075873,"score_spread":0.2635070374830457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084112804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778323,0.00010451081,0.00013258625,0.018910035,0.000052432762,0.002820463,0.000021932277,0.00005840164,0.000067323774],"genre_scores_gemma":[0.9969398,0.000025625042,0.0016204269,0.0011513357,0.00009886448,0.00006340265,0.000063514184,0.000018732539,0.00001829774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981638,0.00013043762,0.0005279847,0.0003276017,0.0004665032,0.00038362606],"domain_scores_gemma":[0.99871075,0.000100776975,0.00023127743,0.00023545124,0.00021249402,0.0005092725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036878433,0.00016823062,0.00035243496,0.000049497467,0.0005896219,0.000021745891,0.000057757577,0.00005049715,0.00001834195],"category_scores_gemma":[0.000079589445,0.00010837623,0.00003628684,0.00039158762,0.000108386055,0.0001268396,0.00004749601,0.0001947922,0.0000013348823],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023457885,0.00048048486,0.99333614,0.00058791117,0.00003890394,0.0000010005339,0.0013675893,0.000004596453,5.421702e-7,0.00007570037,0.0034319188,0.0004406546],"study_design_scores_gemma":[0.0022070932,0.0018878676,0.988746,0.000068609756,0.00016126611,7.7457616e-7,0.0014821171,0.0027376823,0.000001139066,0.000009406876,0.0026263597,0.00007169739],"about_ca_topic_score_codex":0.00035426882,"about_ca_topic_score_gemma":0.00024162547,"teacher_disagreement_score":0.019107487,"about_ca_system_score_codex":0.000061728795,"about_ca_system_score_gemma":0.0004405347,"threshold_uncertainty_score":0.45349544},"labels":[],"label_agreement":null},{"id":"W3084126200","doi":"10.2196/19154","title":"Opportunities for Mobile App–Based Adherence Support for Children With Tuberculosis in South Africa","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council","keywords":"mHealth; Mobile apps; Tuberculosis; Medicine; Internet privacy; Psychology; Psychological intervention; Computer science; World Wide Web; Nursing","score_opus":0.1588417325962678,"score_gpt":0.42696716351363695,"score_spread":0.2681254309173692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084126200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81653106,0.0035869218,0.017601168,0.051844172,0.0005980354,0.099489726,0.006451122,0.001168212,0.002729594],"genre_scores_gemma":[0.85649246,0.0006413494,0.0057257316,0.027433855,0.0005663959,0.107886255,0.00076817075,0.00011305592,0.00037274958],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490196,0.0003028443,0.0014749016,0.00097217713,0.00031373228,0.0020343962],"domain_scores_gemma":[0.9953034,0.00084754865,0.00070306426,0.00046073637,0.00029640642,0.0023888696],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013033502,0.00042764362,0.0008849574,0.00024401124,0.0014363627,0.000018704659,0.00027798413,0.00036854568,0.00012101716],"category_scores_gemma":[0.00013264506,0.00037390203,0.000091811584,0.00051173475,0.00013936876,0.00014476712,0.00005277156,0.0007635509,0.000028219056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015287788,0.0017421618,0.37440476,0.09195727,0.00012431471,0.000009880447,0.06825105,0.00020361089,0.00004112295,0.024197703,0.18090759,0.24287273],"study_design_scores_gemma":[0.02850005,0.0155233685,0.17428051,0.00082508,0.0003186554,0.0000074666855,0.022612676,0.0065693785,0.000019792591,0.0008314058,0.7489203,0.0015913142],"about_ca_topic_score_codex":0.00017502665,"about_ca_topic_score_gemma":0.00027798346,"teacher_disagreement_score":0.5680127,"about_ca_system_score_codex":0.0002273622,"about_ca_system_score_gemma":0.0054230397,"threshold_uncertainty_score":0.9998713},"labels":[],"label_agreement":null},{"id":"W3084175521","doi":"10.2196/17646","title":"Mobile Health App for Self-Learning on HIV Prevention Knowledge and Services Among a Young Indonesian Key Population: Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Population; Men who have sex with men; Cohort; Family medicine; Transgender; Health care; Demography; Psychological intervention; Gerontology; Environmental health; Human immunodeficiency virus (HIV); Psychology; Nursing; Political science","score_opus":0.04545279990633459,"score_gpt":0.43870008955814854,"score_spread":0.39324728965181394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084175521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94722533,0.0027785858,0.00051848794,0.004730095,0.0003622873,0.042484764,0.00009658288,0.00084687537,0.0009569695],"genre_scores_gemma":[0.9383499,0.0034501844,0.00084167375,0.006434536,0.000982937,0.048868068,0.00050446,0.00010926685,0.00045897256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99279773,0.0016936982,0.0020046649,0.0013830878,0.00043525134,0.001685537],"domain_scores_gemma":[0.99388856,0.0005583096,0.0013881901,0.0004803039,0.0002318365,0.0034527949],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00312002,0.00051607407,0.0011461596,0.00029047948,0.00478066,0.000043238317,0.00023029694,0.0003833795,0.000039457544],"category_scores_gemma":[0.00008864994,0.0005027518,0.0000823895,0.000669743,0.000060232916,0.00025464725,0.00014348362,0.0014467635,0.00006547536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044173296,0.00062887964,0.93240315,0.01709831,0.000027582204,8.617777e-7,0.022676539,0.000011992317,4.0243438e-7,0.0017239113,0.0039781197,0.02100851],"study_design_scores_gemma":[0.0046148137,0.005498829,0.8986826,0.00037538735,0.00009155505,0.000003974229,0.009864932,0.0039245556,1.4588676e-7,0.00020514996,0.07637695,0.0003610894],"about_ca_topic_score_codex":0.0017025037,"about_ca_topic_score_gemma":0.0019176758,"teacher_disagreement_score":0.07239883,"about_ca_system_score_codex":0.00055421394,"about_ca_system_score_gemma":0.0017921735,"threshold_uncertainty_score":0.9997424},"labels":[],"label_agreement":null},{"id":"W3084253064","doi":"10.2196/21692","title":"Preventing and Addressing the Stress Reactions of Health Care Workers Caring for Patients With COVID-19: Development of a Digital Platform (Be + Against COVID)","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; mHealth; Android (operating system); Nursing; Portuguese; Workload; Medicine; World Wide Web; Computer science; Psychological intervention; Political science","score_opus":0.19254372516933127,"score_gpt":0.45120550910079954,"score_spread":0.25866178393146827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084253064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98787534,0.0019854896,0.0012306481,0.0054627485,0.00013825393,0.0025822897,0.00048357557,0.000052578103,0.00018904965],"genre_scores_gemma":[0.99352044,0.000095139105,0.0009036578,0.004970034,0.000055490007,0.00016469756,0.00023651062,0.000032174077,0.000021864855],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975359,0.00010309954,0.0009607448,0.00047516773,0.00028707375,0.00063801644],"domain_scores_gemma":[0.99730504,0.0004555289,0.0009170153,0.00022024928,0.00009028112,0.0010118737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005046689,0.00022768328,0.00049689325,0.00010928503,0.0009198808,0.000029805193,0.00013275079,0.00009217845,0.0000067345345],"category_scores_gemma":[0.00011378122,0.00017285244,0.000045804114,0.00027074286,0.00015718724,0.00014179166,0.00008071694,0.00025549548,3.2436077e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021691832,0.00043052423,0.57096654,0.032306064,0.000089446825,0.0000014279633,0.18859024,0.00003228626,0.0000022246843,0.00040634544,0.0007830297,0.20422266],"study_design_scores_gemma":[0.016288348,0.004797948,0.67290914,0.0019620087,0.00014108035,0.000010076185,0.22165652,0.00018852204,0.00002291759,0.00008708435,0.08112747,0.00080889626],"about_ca_topic_score_codex":0.0010576203,"about_ca_topic_score_gemma":0.0007524083,"teacher_disagreement_score":0.20341377,"about_ca_system_score_codex":0.0005120323,"about_ca_system_score_gemma":0.0043020616,"threshold_uncertainty_score":0.76316726},"labels":[],"label_agreement":null},{"id":"W3084325855","doi":"10.2196/24202","title":"Mobile Apps for Foot Measurement in Pedorthic Practice: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Foot (prosody); mHealth; Mobile apps; Quality (philosophy); Health care; Health professionals; Smartphone app; Mobile device","score_opus":0.10743116316225965,"score_gpt":0.39691883275272605,"score_spread":0.2894876695904664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084325855","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007334287,0.97756135,0.0034222438,0.0028855882,0.00088117504,0.0045882165,0.00014188352,0.00032087692,0.0028643843],"genre_scores_gemma":[0.24318764,0.7399941,0.008473145,0.0053798063,0.00018741841,0.0025135872,0.00013403627,0.00006852522,0.00006174106],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985785,0.000081562925,0.00043861283,0.00027216098,0.0002037726,0.00042541043],"domain_scores_gemma":[0.9992713,0.00013151142,0.00007784273,0.00021736165,0.00013131219,0.00017067854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013892319,0.00014183614,0.00034220298,0.00006188177,0.00008990352,0.000024210087,0.000060894177,0.00008951058,0.00003111011],"category_scores_gemma":[0.00025729698,0.00014012404,0.00004092442,0.00023918615,0.000011037845,0.00009303992,0.000037480044,0.00021275954,0.000005057596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009722729,0.00039591023,0.00025427094,0.3997507,0.000040664578,0.000088033186,0.0018798535,0.00013019328,0.00037949134,0.002086906,0.033427984,0.5614688],"study_design_scores_gemma":[0.008946101,0.0030657821,0.002677886,0.23974358,0.0005148344,0.00062706927,0.0037383626,0.013037061,0.0011149844,0.0070632747,0.7161914,0.0032796676],"about_ca_topic_score_codex":0.000013241076,"about_ca_topic_score_gemma":0.00019209857,"teacher_disagreement_score":0.6827634,"about_ca_system_score_codex":0.00012690642,"about_ca_system_score_gemma":0.00043281206,"threshold_uncertainty_score":0.5714093},"labels":[],"label_agreement":null},{"id":"W3084484011","doi":"10.2196/19836","title":"Standalone Smartphone Cognitive Behavioral Therapy–Based Ecological Momentary Interventions to Increase Mental Health: Narrative Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"PsycINFO; Psychological intervention; mHealth; Mental health; Cognitive behavioral therapy; MEDLINE; Medicine; Clinical psychology; Cognition; Psychology; Psychiatry","score_opus":0.24394343799570362,"score_gpt":0.5523749182606679,"score_spread":0.30843148026496425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084484011","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054838974,0.9551697,0.00003544378,0.018164959,0.0016857806,0.01457672,0.00915037,0.0002430404,0.00042562472],"genre_scores_gemma":[0.0008377318,0.9614099,0.0002231611,0.024686862,0.0002627305,0.006653988,0.0051390817,0.0001540653,0.0006324597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895661,0.0028065748,0.0035907505,0.0017499808,0.00061047735,0.0016761099],"domain_scores_gemma":[0.9935006,0.0004066581,0.0018335199,0.00060101907,0.00014869866,0.0035095045],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015225161,0.001157795,0.004241453,0.0005644892,0.0008828337,0.00008548166,0.0005020469,0.0004168458,0.0021264052],"category_scores_gemma":[0.00007535425,0.0010099934,0.0012023947,0.0012501542,0.0002722909,0.00018887508,0.00028980026,0.0015330581,0.00078726327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040368855,0.0044194995,0.000011147633,0.118777245,0.00012547398,0.000059836373,0.0014004593,5.626439e-9,4.971062e-9,0.00015122771,0.07600915,0.7986423],"study_design_scores_gemma":[0.0022471938,0.015348596,0.00036906186,0.12491733,0.00048971624,0.00014818025,0.0009911808,4.64475e-7,5.559625e-8,0.000033875254,0.8547193,0.0007350511],"about_ca_topic_score_codex":0.00091451505,"about_ca_topic_score_gemma":0.00046566216,"teacher_disagreement_score":0.79790723,"about_ca_system_score_codex":0.0017992109,"about_ca_system_score_gemma":0.002104663,"threshold_uncertainty_score":0.99999076},"labels":[],"label_agreement":null},{"id":"W3084943541","doi":"10.2196/22098","title":"Evaluation of the Design and Implementation of a Peer-To-Peer COVID-19 Contact Tracing Mobile App (COCOA) in Japan","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fujian Provincial Federation of Social Sciences; National Social Science Fund of China; Fujian University of Technology","keywords":"Contact tracing; Internet privacy; Bluetooth; Pandemic; Population; Coronavirus disease 2019 (COVID-19); Triage; Computer science; Public health; Computer security; Business; Medicine; Medical emergency; Environmental health; Disease; Telecommunications; Nursing; Infectious disease (medical specialty)","score_opus":0.14440845024299304,"score_gpt":0.4397241588996812,"score_spread":0.29531570865668816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084943541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9152073,0.00023794205,0.06275477,0.018767659,0.00006247135,0.002864063,0.000016627468,0.00003633479,0.000052826745],"genre_scores_gemma":[0.99359524,0.0000160028,0.001466283,0.0047281124,0.000021574515,0.00015821535,0.0000030224248,0.000008363565,0.0000031566215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99724454,0.000476352,0.00058133656,0.0003970269,0.0009903192,0.00031040318],"domain_scores_gemma":[0.9982973,0.00039425597,0.00031111564,0.00024892544,0.00029547425,0.00045295645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004163664,0.00013405597,0.00028402865,0.00014240737,0.00012066418,0.00005301983,0.00026185927,0.000049291157,0.0000068672844],"category_scores_gemma":[0.00049181783,0.00011390306,0.00003187819,0.0006078863,0.00002590424,0.00036506416,0.00011726182,0.00015242152,7.8094337e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038812176,0.00025791224,0.08077785,0.007034258,0.00003655875,0.0000032919495,0.1896295,0.00746978,0.0034519162,0.008105883,0.0011465295,0.7016984],"study_design_scores_gemma":[0.0065745725,0.0029254914,0.82048553,0.000259121,0.000097699616,0.000012783524,0.006634038,0.15760481,0.0021029448,0.0018505374,0.0010252786,0.00042719283],"about_ca_topic_score_codex":0.0012635189,"about_ca_topic_score_gemma":0.0005689647,"teacher_disagreement_score":0.7397077,"about_ca_system_score_codex":0.00029342217,"about_ca_system_score_gemma":0.0022275238,"threshold_uncertainty_score":0.4644832},"labels":[],"label_agreement":null},{"id":"W3085086395","doi":"10.2196/18915","title":"Feasibility and Acceptability of a Counseling- and mHealth-Based Physical Activity Intervention for Pregnant Women With Diabetes: The Fit for Two Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; University of California, San Diego","keywords":"Medicine; mHealth; Gestational diabetes; Pregnancy; Type 2 diabetes; Psychological intervention; Intervention (counseling); Physical therapy; Diabetes mellitus; Public health; Family medicine; Gerontology; Gestation; Nursing","score_opus":0.12385561056488281,"score_gpt":0.43379972222858704,"score_spread":0.3099441116637042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085086395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843135,0.00032707682,0.00079213356,0.0061127483,0.000014581205,0.008265758,0.00014698939,0.000022438,0.0000048101783],"genre_scores_gemma":[0.99707,0.00006169263,0.00035993027,0.0007920282,0.00006101271,0.0016153697,0.000017676504,0.00001474252,0.0000075277244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834216,0.00018512162,0.00027304995,0.00045157055,0.00028163494,0.00046646287],"domain_scores_gemma":[0.9983111,0.00056023715,0.00018240984,0.00019624355,0.00018835039,0.0005616399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012260306,0.000153293,0.0004441831,0.000043802378,0.0002174588,0.00002412443,0.00005771301,0.00001937744,0.000005383344],"category_scores_gemma":[0.0002248957,0.00009779184,0.000030876687,0.00013442276,0.00018034042,0.00007791658,0.00003862394,0.00016637018,1.2868749e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05400898,0.018042263,0.43588895,0.104616754,0.00026108246,0.0000014035497,0.0138809,0.00003076298,0.00023182853,0.00039331918,0.0003918093,0.37225196],"study_design_scores_gemma":[0.0111777,0.05297679,0.9186687,0.00010537645,0.00011466351,2.274516e-7,0.0017214247,0.014634819,0.000035110857,0.0003076625,0.00016674925,0.00009080681],"about_ca_topic_score_codex":0.000098196506,"about_ca_topic_score_gemma":0.00012030675,"teacher_disagreement_score":0.4827797,"about_ca_system_score_codex":0.00011557593,"about_ca_system_score_gemma":0.0003160647,"threshold_uncertainty_score":0.39878353},"labels":[],"label_agreement":null},{"id":"W3085256221","doi":"10.2196/19498","title":"Agreement Between Spatiotemporal Gait Parameters Measured by a Markerless Motion Capture System and Two Reference Systems—a Treadmill-Based Photoelectric Cell and High-Speed Video Analyses: Comparative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intraclass correlation; Motion analysis; Gait; Treadmill; Motion capture; Simulation; Computer science; Reliability (semiconductor); Gait analysis; Artificial intelligence; Correlation coefficient; Computer vision; Motion (physics); Mathematics; Statistics; Reproducibility; Physical medicine and rehabilitation; Medicine; Physical therapy","score_opus":0.11846819891269791,"score_gpt":0.3371041533756999,"score_spread":0.21863595446300196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085256221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99044615,0.003646275,0.0028577424,0.00016520437,0.00008951716,0.0017432425,0.00076171226,0.00021645614,0.00007370208],"genre_scores_gemma":[0.99901915,0.00019539258,0.00023397178,0.000100300684,0.00004261944,0.000090816386,0.000285006,0.000025431475,0.0000073146844],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976746,0.00038407437,0.0005784673,0.00057801243,0.00032374592,0.00046110133],"domain_scores_gemma":[0.9987424,0.00015133845,0.00023151073,0.00021173255,0.0000855788,0.00057742273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047902516,0.00036723408,0.0007985723,0.0001610324,0.0001990619,0.00011295218,0.000109251785,0.00014407083,0.0000030425758],"category_scores_gemma":[0.00001171399,0.00032024737,0.000026940976,0.0004698678,0.000035805435,0.00009373931,0.000030764702,0.00032932183,0.000002470365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067931493,0.0034154935,0.5140635,0.16487059,0.0027232792,0.00052316004,0.113759704,0.017147569,0.021367185,0.00059751834,0.08479432,0.069944546],"study_design_scores_gemma":[0.015380173,0.004561969,0.11933404,0.00077851367,0.0012399091,0.000024831967,0.023389403,0.8307092,0.0014239681,0.000027609709,0.0007845857,0.0023457548],"about_ca_topic_score_codex":0.0020459795,"about_ca_topic_score_gemma":0.00012970692,"teacher_disagreement_score":0.8135617,"about_ca_system_score_codex":0.00018854164,"about_ca_system_score_gemma":0.000099031335,"threshold_uncertainty_score":0.99992496},"labels":[],"label_agreement":null},{"id":"W3085274984","doi":"10.2196/17536","title":"Feasibility of a Digital Health Intervention to Improve Diet Quality Among Women With High Blood Pressure: Randomized Controlled Feasibility Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health","keywords":"Randomized controlled trial; mHealth; Medicine; Blood pressure; Intervention (counseling); Physical therapy; Quality (philosophy); Digital health; Psychological intervention; Health care; Nursing; Internal medicine","score_opus":0.0537951100795748,"score_gpt":0.38317197647998913,"score_spread":0.3293768664004143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085274984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965877,0.0014506103,0.00012051707,0.01663828,0.000132593,0.015082805,0.00043286075,0.00007943287,0.0001858898],"genre_scores_gemma":[0.9956249,0.00023239183,0.00023990282,0.0022330426,0.00035443596,0.0011517416,0.000068096706,0.000022325876,0.00007314952],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953363,0.00071750185,0.0019021697,0.0007616031,0.0006129687,0.0006694573],"domain_scores_gemma":[0.99623483,0.00057254813,0.0009520677,0.00035425866,0.0003018292,0.0015844742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034646124,0.00032142404,0.0034256484,0.000070873284,0.0002051237,0.00003831768,0.00009144794,0.00010946562,0.000049648486],"category_scores_gemma":[0.0013930709,0.00021682755,0.00031283047,0.00028964583,0.00028100668,0.00013481612,0.00009115827,0.0003371585,0.0000017196828],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96658784,0.002348194,0.020946871,0.006795907,0.00039649406,0.0000022159036,0.0012988814,7.828553e-7,0.0000058254354,0.00044722814,0.00031685963,0.0008529166],"study_design_scores_gemma":[0.83744574,0.023220645,0.13701208,0.00017889339,0.0004159787,0.0000020828465,0.00081354025,0.00003089682,0.0000042053575,0.00062263483,0.00008647805,0.00016682538],"about_ca_topic_score_codex":0.001262112,"about_ca_topic_score_gemma":0.000089053276,"teacher_disagreement_score":0.12914208,"about_ca_system_score_codex":0.000161168,"about_ca_system_score_gemma":0.0005366467,"threshold_uncertainty_score":0.88419706},"labels":[],"label_agreement":null},{"id":"W3085302384","doi":"10.2196/17999","title":"Development of an Intervention Targeting Multiple Health Behaviors Among High School Students: Participatory Design Study Using Heuristic Evaluation and Usability Testing","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Usability; mHealth; Psychological intervention; Heuristic evaluation; Health promotion; Intervention (counseling); Behavior change; Applied psychology; Medicine; Psychology; Medical education; Multimedia; Computer science; Public health; Nursing; Human–computer interaction; Social psychology","score_opus":0.34823951250796686,"score_gpt":0.5472410602683988,"score_spread":0.19900154776043194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085302384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794655,0.0007547354,0.0033943295,0.0003697615,0.00023239346,0.015577001,0.000037426813,0.00016352597,0.0000053412305],"genre_scores_gemma":[0.96635646,0.000077279736,0.02636364,0.0011850406,0.00022733615,0.0056347833,0.00009401468,0.000058580295,0.0000028899688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98878706,0.0044607995,0.0034138688,0.0010711433,0.0009372507,0.0013299062],"domain_scores_gemma":[0.9930203,0.00078938244,0.0020563046,0.0004409177,0.0006290554,0.0030640522],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013040987,0.00038754867,0.00091940496,0.00020305676,0.0028312972,0.000028899423,0.00025078212,0.00021579901,0.00006849708],"category_scores_gemma":[0.0015418594,0.00038893335,0.000034619497,0.0006156978,0.00014190923,0.0003510042,0.00022523395,0.0009887292,0.00000974833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035643307,0.0013074132,0.9042186,0.006263885,0.000015815709,9.916929e-7,0.017657356,0.00010749601,0.00006790295,0.00002233239,0.000091372574,0.06989037],"study_design_scores_gemma":[0.004157757,0.0014995126,0.95111185,0.0003935362,0.00011404402,0.0000010678782,0.017655373,0.024585666,0.000007583091,0.00006054305,0.00015386869,0.00025919336],"about_ca_topic_score_codex":0.0052626743,"about_ca_topic_score_gemma":0.0013578206,"teacher_disagreement_score":0.06963118,"about_ca_system_score_codex":0.0009420558,"about_ca_system_score_gemma":0.0047201565,"threshold_uncertainty_score":0.99985623},"labels":[],"label_agreement":null},{"id":"W3085410529","doi":"10.2196/19874","title":"Measuring Mobility and Room Occupancy in Clinical Settings: System Development and Implementation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Indoor and Outdoor Localization Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Occupancy; Computer science; Environmental science; Engineering; Architectural engineering","score_opus":0.07498379658850528,"score_gpt":0.36150622186108494,"score_spread":0.28652242527257965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085410529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586993,0.0014144866,0.0013339997,0.00047122332,0.00007410577,0.00044334962,0.0000070665997,0.00032025902,0.00006559005],"genre_scores_gemma":[0.9979369,0.0005429768,0.0010853165,0.000329076,0.000041142233,0.000043215383,0.000008238689,0.000012477423,6.760933e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987298,0.00005052887,0.000589367,0.00025150314,0.00009809924,0.0002806854],"domain_scores_gemma":[0.9995888,0.0000459586,0.00006373895,0.0000677524,0.000018833476,0.00021490251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056260964,0.000121382735,0.00024801155,0.00006556974,0.000111405796,0.000024335404,0.00003907729,0.00009883489,0.000001736844],"category_scores_gemma":[0.000030484192,0.00011848791,0.0000101338,0.00014352366,0.000027085196,0.00008360939,0.000040021343,0.00020512,0.0000015716397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005360961,0.000024333454,0.6450535,0.010888848,0.00001281044,0.000006088657,0.0058902395,0.00004155471,0.000012475076,0.0009482143,0.00034491337,0.3367234],"study_design_scores_gemma":[0.0014219396,0.00013486113,0.9739293,0.00013719163,0.000011753182,0.000008527694,0.006970457,0.014465257,0.00026683838,0.0000380454,0.002384554,0.00023126707],"about_ca_topic_score_codex":0.000031923028,"about_ca_topic_score_gemma":0.00008722156,"teacher_disagreement_score":0.33649212,"about_ca_system_score_codex":0.00009180674,"about_ca_system_score_gemma":0.00007730851,"threshold_uncertainty_score":0.48317966},"labels":[],"label_agreement":null},{"id":"W3085548707","doi":"10.2196/23153","title":"Association of Social Network Use With Increased Anxiety Related to the COVID-19 Pandemic in Anesthesiology, Intensive Care, and Emergency Medicine Teams: Cross-Sectional Web-Based Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Anesthesiology; Intensive care; Pandemic; Medicine; Social network (sociolinguistics); Cross-sectional study; Family medicine; Health care; Social support; Coronavirus disease 2019 (COVID-19); Social distance; Social media; Psychology; Psychiatry; Internal medicine; Intensive care medicine; Social psychology; Disease","score_opus":0.11948324580971487,"score_gpt":0.45974868782917555,"score_spread":0.3402654420194607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085548707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99017924,0.00057800766,0.000012028432,0.006569853,0.00031910566,0.0021017126,0.00014374152,0.00005855412,0.000037783895],"genre_scores_gemma":[0.9771319,0.00025337446,0.0000098598575,0.022030003,0.00018794707,0.00015560165,0.00016284469,0.000023348166,0.000045094188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99543464,0.0021024465,0.00092775654,0.0006196366,0.00031672805,0.00059878477],"domain_scores_gemma":[0.99707234,0.0010846731,0.0005832341,0.00018926077,0.00035823844,0.0007122415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032704421,0.00023303392,0.00056411687,0.00012309731,0.00047233253,0.00000882187,0.00013092672,0.00024850582,0.00013157511],"category_scores_gemma":[0.0008894396,0.00016832382,0.000032237534,0.00087559165,0.00015339864,0.00005486323,0.000044549728,0.00057136634,0.0000040885093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038881283,0.00012553044,0.9606312,0.0004282172,0.00003160976,0.0000041826083,0.027085682,0.00004669015,0.0000015502123,0.00004445872,0.007332458,0.0003802899],"study_design_scores_gemma":[0.005523707,0.0034858536,0.9796974,0.000016065238,0.00003630883,0.00000785866,0.0072694253,0.000060221344,4.3877908e-8,0.000018610574,0.0037485615,0.00013591105],"about_ca_topic_score_codex":0.04777518,"about_ca_topic_score_gemma":0.04402323,"teacher_disagreement_score":0.019816257,"about_ca_system_score_codex":0.0008957774,"about_ca_system_score_gemma":0.0017502405,"threshold_uncertainty_score":0.97342086},"labels":[],"label_agreement":null},{"id":"W3086079796","doi":"10.2196/20480","title":"Effect of a Mobile App for the Pharmacotherapeutic Follow-Up of Patients With Cancer on Their Health Outcomes: Quasi-Experimental Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Cancer; Medicine; mHealth; Mobile apps; Gerontology; Psychology; Computer science; Psychological intervention; World Wide Web; Internal medicine; Nursing","score_opus":0.07790510795765576,"score_gpt":0.4476620389698166,"score_spread":0.36975693101216084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086079796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867282,0.0026353775,0.00012304769,0.0034961083,0.00012301955,0.006784979,0.00006259695,0.000024670622,0.00002201679],"genre_scores_gemma":[0.988718,0.00030024082,0.000022526316,0.009249562,0.000055967354,0.0015655553,0.000015839574,0.000020687165,0.000051670362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985067,0.00015653379,0.00045262472,0.0002746915,0.0003297079,0.0002797464],"domain_scores_gemma":[0.9986269,0.00030583187,0.00040765395,0.00022631706,0.000073059375,0.00036026476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040572463,0.00017911679,0.0006502619,0.000038676266,0.00013094807,0.0000033779813,0.0001075402,0.000029839346,0.000082499864],"category_scores_gemma":[0.000015740634,0.00009083404,0.00006123978,0.00018581594,0.000072586634,0.000025446645,0.000013147309,0.00016053095,0.0000032993055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023828544,0.0075570093,0.75055075,0.010355664,0.0003771288,5.798932e-7,0.025442893,0.0000100523175,0.00007799993,0.00005619475,0.0029227266,0.17882046],"study_design_scores_gemma":[0.07090382,0.3147241,0.59153736,0.00068830606,0.00045198208,0.0000015197332,0.010237067,0.0021606172,0.0018249752,0.000005766121,0.0071061132,0.00035837782],"about_ca_topic_score_codex":0.00016994498,"about_ca_topic_score_gemma":0.000011047166,"teacher_disagreement_score":0.30716708,"about_ca_system_score_codex":0.000060574686,"about_ca_system_score_gemma":0.00041480872,"threshold_uncertainty_score":0.37041047},"labels":[],"label_agreement":null},{"id":"W3086201511","doi":"10.2196/20224","title":"Mobile Health App for Prostate Cancer Patients on Androgen Deprivation Therapy: Qualitative Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Androgen deprivation therapy; Focus group; Medicine; Usability; Thematic analysis; Facilitator; Prostate cancer; Family medicine; Qualitative research; Psychological intervention; Gerontology; Nursing; Cancer; Psychology; Internal medicine","score_opus":0.09164333170467691,"score_gpt":0.44763735635537677,"score_spread":0.35599402465069985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086201511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98158014,0.0019586063,0.000040673123,0.0057747588,0.00019560994,0.010001854,0.00031684674,0.000092636095,0.000038855986],"genre_scores_gemma":[0.9796973,0.0013691273,0.000053487693,0.014983846,0.00021837292,0.00345082,0.00015645784,0.000034050732,0.000036530742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977165,0.0003140452,0.00054253644,0.00059338805,0.0003542321,0.00047932792],"domain_scores_gemma":[0.9984157,0.0001245249,0.0002739651,0.00021420604,0.00020651284,0.0007650896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007140593,0.00021668283,0.0005389377,0.00006016578,0.00028200122,0.000017540051,0.000060756975,0.00006492784,0.000019581694],"category_scores_gemma":[0.000055153312,0.00017660276,0.000063329826,0.00028707032,0.000049086142,0.0000686474,0.000020624646,0.00023449092,0.0000033866304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068086013,0.0018514598,0.3799936,0.0034482656,0.00005262671,6.977376e-7,0.31423375,0.000003943164,0.0000042032257,0.000077695666,0.0027242897,0.29080087],"study_design_scores_gemma":[0.022987178,0.11327432,0.7330342,0.00026001228,0.00009968051,0.0000012455793,0.076249346,0.00030951598,0.000093925555,0.0003518495,0.05272526,0.0006134627],"about_ca_topic_score_codex":0.0023283972,"about_ca_topic_score_gemma":0.00095685624,"teacher_disagreement_score":0.3530406,"about_ca_system_score_codex":0.00031444407,"about_ca_system_score_gemma":0.00082675955,"threshold_uncertainty_score":0.72016513},"labels":[],"label_agreement":null},{"id":"W3086411451","doi":"10.2196/19589","title":"Using WeChat, a Chinese Social Media App, for Early Detection of the COVID-19 Outbreak in December 2019: Retrospective Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Outbreak; Social media; Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Index (typography); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); China; Demography; Virology; Geography; Internal medicine; Computer science; Disease; Sociology; World Wide Web","score_opus":0.07865378927646081,"score_gpt":0.41053715009388453,"score_spread":0.3318833608174237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086411451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99287796,0.00023335441,0.00032070754,0.003262852,0.00017994658,0.002628289,0.00039361863,0.000059205824,0.000044086515],"genre_scores_gemma":[0.99651355,0.000029750227,0.0001101305,0.002816223,0.0003760851,0.00009480188,0.000025388226,0.000026755928,0.000007342637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981901,0.00022264346,0.0004830953,0.00040500573,0.000336228,0.0003629281],"domain_scores_gemma":[0.9986427,0.000138366,0.0003086788,0.00021768083,0.00010181784,0.0005907543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005996611,0.00017225574,0.0005553958,0.00009450247,0.00021741117,0.000010041443,0.000099780445,0.000091667185,0.000009368853],"category_scores_gemma":[0.0008694274,0.00012645623,0.00007938998,0.00058597256,0.00008805365,0.00007598859,0.00007029593,0.00028757032,0.0000017476291],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029141111,0.0004031782,0.97538686,0.0015295254,0.000030180385,0.0000063555217,0.01675242,0.000004161211,0.00020113308,0.00004553238,0.0007236451,0.0020028735],"study_design_scores_gemma":[0.0046555763,0.00054809486,0.99259245,0.000022756833,0.00006067488,0.0000064368137,0.0009237009,0.000604763,0.000005880107,0.00019198548,0.00029153578,0.000096153504],"about_ca_topic_score_codex":0.0010602886,"about_ca_topic_score_gemma":0.0033615388,"teacher_disagreement_score":0.017205557,"about_ca_system_score_codex":0.00034507952,"about_ca_system_score_gemma":0.0009004966,"threshold_uncertainty_score":0.5156735},"labels":[],"label_agreement":null},{"id":"W3086744783","doi":"10.2196/21759","title":"The Effect of Smartphone App–Based Interventions for Patients With Hypertension: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":156,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Psychological intervention; mHealth; Systematic review; Randomized controlled trial; Behavior change methods; Smartphone app; Blood pressure; MEDLINE; Intervention (counseling); Digital health; Physical therapy; Health care; Internal medicine; Nursing; World Wide Web","score_opus":0.17214433310534863,"score_gpt":0.49736359978920547,"score_spread":0.3252192666838568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086744783","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045890224,0.9346026,0.00025462915,0.0029997309,0.00010671543,0.060668558,0.001254728,0.00008291809,0.00002553033],"genre_scores_gemma":[0.000056865032,0.8870179,0.0002624628,0.0030408457,0.0000651373,0.108549565,0.0007417867,0.000091266425,0.00017417494],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9886648,0.0040530735,0.004600612,0.0010153124,0.0005005903,0.00116562],"domain_scores_gemma":[0.9823833,0.009350231,0.0050192373,0.0012887451,0.00052631437,0.001432149],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004555631,0.0008401672,0.013100033,0.00039312875,0.0023131152,0.000020237245,0.00040732813,0.00045659926,0.000046193254],"category_scores_gemma":[0.0008444412,0.00040824976,0.0020111478,0.0016072926,0.00019701783,0.00006071652,0.00011980147,0.0011858152,0.000021187516],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008646278,0.000068535475,0.000037873793,0.9696788,0.0077539803,3.7106733e-7,0.000025140973,5.892713e-8,3.2584424e-10,0.00020238012,0.0027600215,0.019386338],"study_design_scores_gemma":[0.0010624562,0.0013682429,0.00007245427,0.07001764,0.62383485,0.0000023477064,0.000018436964,0.000014714855,3.5359535e-9,0.000008967587,0.30333826,0.00026166145],"about_ca_topic_score_codex":0.00009173653,"about_ca_topic_score_gemma":0.0001769412,"teacher_disagreement_score":0.8996612,"about_ca_system_score_codex":0.0002118027,"about_ca_system_score_gemma":0.0019090503,"threshold_uncertainty_score":0.9998369},"labels":[],"label_agreement":null},{"id":"W3087124699","doi":"10.2196/21243","title":"Testing Wearable UV Sensors to Improve Sun Protection in Young Adults at an Outdoor Festival: Field Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Advance Queensland; Queensland Government; Queensland Health","keywords":"Sunburn; Sun protection; Skin cancer; Medicine; Wearable computer; Sun protection factor; Sun exposure; Sunlight; Sensitive skin; Environmental health; Cancer; Dermatology; Computer science; Internal medicine","score_opus":0.07018416605291396,"score_gpt":0.36839906856464283,"score_spread":0.2982149025117289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087124699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98283416,0.000060633505,0.00006655125,0.012321437,0.0002041672,0.0039412254,0.0000023653665,0.00019442171,0.00037504933],"genre_scores_gemma":[0.9944975,0.000012571001,0.00054930017,0.004006936,0.00038677148,0.00029307883,0.0000024799056,0.000030281728,0.00022109025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980718,0.00015121345,0.0004424694,0.0005838378,0.00024566156,0.00050505344],"domain_scores_gemma":[0.9986447,0.00006324452,0.00012749323,0.00019235315,0.00008176849,0.0008904606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049259287,0.00018431892,0.00034789427,0.00014790441,0.00028430138,0.000026497115,0.000050310715,0.00009681807,0.00002257747],"category_scores_gemma":[0.0005619507,0.00016688691,0.00002390474,0.00056538725,0.000013501066,0.000105368505,0.00005243968,0.0005394904,0.000022151731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056696595,0.00085345574,0.7744245,0.0033796628,0.000015704365,0.000111403744,0.026006717,0.000042052012,0.0038162337,0.0000086782875,0.00032582204,0.18534611],"study_design_scores_gemma":[0.0050537484,0.011853119,0.9661118,0.0004882423,0.00003126771,0.00011138851,0.0065556755,0.008355155,0.0007472524,0.000012586197,0.00040770308,0.0002720771],"about_ca_topic_score_codex":0.0043311045,"about_ca_topic_score_gemma":0.00085621106,"teacher_disagreement_score":0.19168729,"about_ca_system_score_codex":0.00019178027,"about_ca_system_score_gemma":0.00018251433,"threshold_uncertainty_score":0.6805451},"labels":[],"label_agreement":null},{"id":"W3087527309","doi":"10.2196/17963","title":"Supervised Digital Neuropsychological Tests for Cognitive Decline in Older Adults: Usability and Clinical Validity Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Università degli Studi di Milano-Bicocca; Università degli Studi di Milano","keywords":"Usability; Concurrent validity; Computer science; Cognitive test; Cognitive decline; Test (biology); Cognition; Neuropsychology; mHealth; System usability scale; Neuropsychological assessment; Dementia; Human–computer interaction; Psychology; Psychometrics; Medicine; Clinical psychology; Heuristic evaluation; Psychological intervention","score_opus":0.17289569342758135,"score_gpt":0.49773550683518514,"score_spread":0.3248398134076038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087527309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984734,0.00015708698,0.00009023746,0.009455483,0.00005343803,0.005215969,0.00009537698,0.000048337904,0.00015005353],"genre_scores_gemma":[0.9903105,0.00033495022,0.000075880234,0.008745457,0.00022141101,0.00021126453,0.00006919035,0.000017464672,0.000013904148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972032,0.0003613386,0.00074369484,0.0008095514,0.00032087674,0.0005613667],"domain_scores_gemma":[0.9973928,0.001016656,0.0000926777,0.0001351425,0.00019939012,0.0011633486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012484569,0.00019651224,0.00056873,0.000066560104,0.000121095494,0.000048365735,0.00006740144,0.0001089275,0.000044188586],"category_scores_gemma":[0.0017320917,0.00015326221,0.00007035295,0.00025396497,0.00020859223,0.00012201857,0.00012354601,0.0005156515,0.000007490383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00830391,0.0039421497,0.8978845,0.00081439724,0.000012277188,0.00004113212,0.0006119246,4.621835e-9,0.0000010149676,0.0000026388439,0.00013164892,0.088254414],"study_design_scores_gemma":[0.019011779,0.017219026,0.96121,0.000086456945,0.000062940504,0.000013374437,0.0017768176,0.0003100632,0.0000011015477,0.000050028826,0.00014227463,0.00011610578],"about_ca_topic_score_codex":0.000037106096,"about_ca_topic_score_gemma":0.000049559017,"teacher_disagreement_score":0.08813831,"about_ca_system_score_codex":0.00002789119,"about_ca_system_score_gemma":0.00024403364,"threshold_uncertainty_score":0.62498516},"labels":[],"label_agreement":null},{"id":"W3087546922","doi":"10.2196/24250","title":"Correction: mHealth Interventions to Promote Anti-Retroviral Adherence in HIV: Narrative Review","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"mHealth; Psychological intervention; Narrative; Human immunodeficiency virus (HIV); Antiretroviral medication; Medicine; Psychology; Internet privacy; Computer science; Family medicine; Antiretroviral therapy; Viral load; Nursing","score_opus":0.09008244133516193,"score_gpt":0.46089345895902994,"score_spread":0.37081101762386803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087546922","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076327673,0.40494302,0.0014656852,0.38091445,0.036811605,0.036068466,0.0018819062,0.0009929608,0.12928917],"genre_scores_gemma":[0.010236219,0.23196743,0.00097325956,0.018705014,0.0037126427,0.0021622216,0.0037741684,0.0002069109,0.7282621],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.993832,0.00066386623,0.0019876566,0.0012702405,0.0008522649,0.0013939788],"domain_scores_gemma":[0.99545354,0.000075435935,0.00064283086,0.0006701652,0.00040115207,0.0027568988],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001243909,0.0006258546,0.0020489194,0.0008158086,0.0004360557,0.000067899826,0.00034047157,0.0005020551,0.00090477127],"category_scores_gemma":[0.0011581475,0.0005723599,0.0005324718,0.0017709348,0.00015922337,0.000197368,0.0002117452,0.0044656303,0.0004416635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019765725,0.00043957154,0.0004866237,0.08381211,0.000033499262,0.00006789062,0.0015051103,1.0652717e-7,0.0000014039898,0.00005544698,0.88018644,0.03321415],"study_design_scores_gemma":[0.0018300528,0.022065433,0.017007615,0.12857531,0.00027199433,0.0001981321,0.0010343712,0.00048667222,0.0000015834447,0.000045449524,0.82790935,0.0005740306],"about_ca_topic_score_codex":0.0008985737,"about_ca_topic_score_gemma":0.0017952927,"teacher_disagreement_score":0.598973,"about_ca_system_score_codex":0.00087109604,"about_ca_system_score_gemma":0.0042286455,"threshold_uncertainty_score":0.9996728},"labels":[],"label_agreement":null},{"id":"W3087776491","doi":"10.2196/15460","title":"Smartphone Apps to Support Falls Rehabilitation Exercise: App Development and Usability and Acceptability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Usability; Focus group; Psychological intervention; Behavior change methods; mHealth; Applied psychology; Fall prevention; Rehabilitation; Psychology; Behavior change; Medicine; Poison control; Human factors and ergonomics; Physical therapy; Nursing; Computer science; Medical emergency","score_opus":0.08388701195369622,"score_gpt":0.452925801003489,"score_spread":0.3690387890497928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087776491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9600763,0.0006911092,0.00025915593,0.020283962,0.00022690391,0.017697934,0.00007526906,0.00029195912,0.00039741735],"genre_scores_gemma":[0.9655044,0.000739801,0.007127563,0.01278812,0.0002624893,0.013343936,0.000060460057,0.00005376554,0.00011946912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99327326,0.0009324979,0.0022008405,0.0015733587,0.00050819176,0.0015118786],"domain_scores_gemma":[0.9928204,0.0010743616,0.00049412064,0.00065451674,0.0002700882,0.004686555],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039990097,0.0004616595,0.0010447542,0.00018851797,0.0023687996,0.000032885968,0.00020669967,0.00031562004,0.00022644553],"category_scores_gemma":[0.00061707315,0.0004349169,0.000037828708,0.0007119871,0.00020073478,0.00022515508,0.00037019514,0.0010335338,0.0001428772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007935813,0.0005122756,0.5981583,0.009958733,0.000007991335,0.0000012315132,0.047340237,7.0260313e-7,0.0000053291187,0.0005176369,0.004908015,0.33779594],"study_design_scores_gemma":[0.00237894,0.0017088859,0.8601039,0.00008002039,0.000038628266,0.000002023431,0.0147590125,0.000048401875,0.0000020437183,0.00019699706,0.12037975,0.0003014211],"about_ca_topic_score_codex":0.0006881802,"about_ca_topic_score_gemma":0.0011178342,"teacher_disagreement_score":0.33749452,"about_ca_system_score_codex":0.00033450974,"about_ca_system_score_gemma":0.0024537602,"threshold_uncertainty_score":0.9998103},"labels":[],"label_agreement":null},{"id":"W3087838602","doi":"10.2196/16444","title":"Potential Benefits and Risks Resulting From the Introduction of Health Apps and Wearables Into the German Statutory Health Care System: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Digital health; Health care; Wearable technology; Internet privacy; Thematic analysis; Medicine; Business; Computer science; Qualitative research; Political science; Sociology","score_opus":0.09556469310146241,"score_gpt":0.4609492347829339,"score_spread":0.3653845416814715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087838602","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12984999,0.60641587,0.00023826944,0.25061968,0.00044851637,0.01193756,0.0002715749,0.0001681382,0.00005041305],"genre_scores_gemma":[0.47650835,0.46538487,0.00075592345,0.05281923,0.0018138408,0.0023657496,0.0002788313,0.00006461458,0.000008586598],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9906364,0.0033929339,0.0029351758,0.0010723685,0.00055096747,0.0014121736],"domain_scores_gemma":[0.99377465,0.0009940407,0.0025430715,0.00077535346,0.00030213688,0.0016107174],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00441401,0.0004267669,0.0013416533,0.00009558954,0.0060524615,0.00003289604,0.00030285778,0.00022838304,0.00001984112],"category_scores_gemma":[0.00032083556,0.0002925367,0.00006601296,0.00055836036,0.00033071055,0.00017497462,0.00027491394,0.0015658773,0.000011962818],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003867467,0.00005814532,0.006814831,0.3007599,0.00003402832,9.187391e-7,0.06713171,0.000011839224,0.000007933751,0.007933721,0.03296095,0.58389926],"study_design_scores_gemma":[0.010524901,0.0035369564,0.37730044,0.15678051,0.00057714083,0.00006831498,0.15360233,0.0018739258,0.000006402343,0.000518963,0.2935651,0.0016450197],"about_ca_topic_score_codex":0.017132225,"about_ca_topic_score_gemma":0.0023313418,"teacher_disagreement_score":0.58225423,"about_ca_system_score_codex":0.00040219736,"about_ca_system_score_gemma":0.00483153,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W3087846344","doi":"10.2196/18907","title":"Wearable Health Devices in Health Care: Narrative Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":677,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Wearable computer; Wearable technology; Health care; Computer science; Medicine","score_opus":0.05784978017291671,"score_gpt":0.3824438777904256,"score_spread":0.3245940976175089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087846344","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003303537,0.9930733,0.00003263161,0.0008114655,0.00046626927,0.0048744106,0.000115899464,0.0004439243,0.00017882691],"genre_scores_gemma":[0.000039404276,0.9946352,0.0005078584,0.0032683688,0.00021357228,0.00089641364,0.00020487224,0.00018524882,0.00004906021],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9928496,0.0013198354,0.0033901068,0.00078605587,0.00034189018,0.0013125007],"domain_scores_gemma":[0.996737,0.0002485546,0.0012663419,0.0005490495,0.000046269597,0.0011527574],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012341074,0.00091951416,0.007699619,0.00029490213,0.00031139504,0.0000664956,0.0003281072,0.00026412078,0.000015404854],"category_scores_gemma":[0.00012398465,0.0007728736,0.00021141217,0.00087106455,0.000048143917,0.00016801173,0.000059599428,0.0009303016,0.000050285274],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002421602,0.000011688443,1.9935023e-7,0.9043525,0.000027930675,0.000009161637,0.0017652783,0.000025545756,7.254743e-9,0.000082308754,0.000973929,0.09274902],"study_design_scores_gemma":[0.0001556682,0.00015618796,0.0000013481654,0.59512186,0.00011846007,0.00005565038,0.0003501232,0.000025070398,2.4105445e-8,0.000009135662,0.40360996,0.00039648294],"about_ca_topic_score_codex":0.00033610035,"about_ca_topic_score_gemma":0.00031621527,"teacher_disagreement_score":0.40263605,"about_ca_system_score_codex":0.0013770941,"about_ca_system_score_gemma":0.0018039205,"threshold_uncertainty_score":0.9994722},"labels":[],"label_agreement":null},{"id":"W3087925674","doi":"10.2196/20465","title":"Sleep Tracking of a Commercially Available Smart Ring and Smartwatch Against Medical-Grade Actigraphy in Everyday Settings: Instrument Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Actigraphy; Sleep (system call); Wearable computer; Sleep onset; Smartwatch; Medicine; Computer science; Psychology; Physical therapy; Insomnia; Embedded system; Psychiatry","score_opus":0.05820452392273213,"score_gpt":0.35630679359596207,"score_spread":0.29810226967322995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087925674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985954,0.0015395235,0.000025726966,0.008999185,0.0002818363,0.0010698037,0.000007591808,0.00006009325,0.0020622343],"genre_scores_gemma":[0.9945446,0.0010859944,0.000071264076,0.0041046473,0.00006804134,0.000069121605,0.000018753104,0.000025674044,0.000011850655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972994,0.00044908773,0.00079787825,0.00052714336,0.00038017787,0.00054635626],"domain_scores_gemma":[0.99869335,0.00017912494,0.00031841127,0.00019977188,0.000035784135,0.000573589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010973207,0.00021741849,0.0004729252,0.00023395756,0.00019473919,0.000024092556,0.00014175408,0.00024071535,0.00013025649],"category_scores_gemma":[0.0000759473,0.00020467854,0.000042930526,0.0005714353,0.00009524977,0.00012404809,0.000060500217,0.00064359576,0.000013365264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004489623,0.0014618888,0.80288476,0.0008652709,0.00015733726,0.000027668684,0.048510354,0.000008514216,0.000027334136,0.00015576945,0.001896586,0.14355554],"study_design_scores_gemma":[0.017457638,0.0024870024,0.9379988,0.00038182831,0.00022754863,0.000019435387,0.033231474,0.0015310656,0.00005302996,0.00012275213,0.005880323,0.00060911983],"about_ca_topic_score_codex":0.0012464819,"about_ca_topic_score_gemma":0.00037180918,"teacher_disagreement_score":0.14294642,"about_ca_system_score_codex":0.00003965905,"about_ca_system_score_gemma":0.00015149574,"threshold_uncertainty_score":0.83465487},"labels":[],"label_agreement":null},{"id":"W3087926175","doi":"10.2196/20419","title":"Solving Community SARS-CoV-2 Testing With Telehealth: Development and Implementation for Screening, Evaluation and Testing","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Thomas Jefferson University","keywords":"Telehealth; Telemedicine; Pandemic; Medicine; Medical emergency; Health care; Referral; Coronavirus disease 2019 (COVID-19); Test (biology); Family medicine; Emergency medicine; Disease","score_opus":0.32610290203918313,"score_gpt":0.48169073765465636,"score_spread":0.15558783561547324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087926175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832827,0.00059105194,0.003131682,0.009176531,0.00003808143,0.0035729483,0.000017711358,0.00011348182,0.000075813194],"genre_scores_gemma":[0.89242744,0.000060135917,0.09559704,0.011068548,0.00028399887,0.0003215619,0.00020321526,0.000036367015,0.0000016657867],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975588,0.00021548709,0.00077954977,0.00041157036,0.00040470564,0.00062990334],"domain_scores_gemma":[0.997792,0.0006082058,0.00046993897,0.00013668896,0.00038954883,0.00060362346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022217564,0.00024823795,0.00043819632,0.00014378781,0.0012438429,0.00004293837,0.000043617874,0.00007247779,0.0000038020266],"category_scores_gemma":[0.00050799834,0.00021781359,0.000011663576,0.0003715418,0.00007479086,0.00018953299,0.000051507977,0.0004138737,4.6723278e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039216626,0.000049616865,0.23669992,0.006189395,0.0000221142,0.000001977126,0.009824105,6.6262925e-7,0.0006604048,0.000046979425,0.0007850642,0.7453276],"study_design_scores_gemma":[0.011217959,0.0064040017,0.955576,0.0004692657,0.00028810804,0.00015972304,0.011094512,0.008380877,0.0009974387,0.00008027063,0.005022039,0.00030978266],"about_ca_topic_score_codex":0.0014545264,"about_ca_topic_score_gemma":0.00077858055,"teacher_disagreement_score":0.7450178,"about_ca_system_score_codex":0.00013465308,"about_ca_system_score_gemma":0.0011267902,"threshold_uncertainty_score":0.95667595},"labels":[],"label_agreement":null},{"id":"W3088002417","doi":"10.2196/20317","title":"Design and Usability Evaluation of Mobile Voice-Added Food Reporting for Elderly People: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Randomized controlled trial; System usability scale; Computer science; Test (biology); Perception; Applied psychology; Set (abstract data type); Multimedia; Medicine; Psychology; Human–computer interaction; Web usability","score_opus":0.13784848461327168,"score_gpt":0.42540737362444137,"score_spread":0.28755888901116966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088002417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9627838,0.006300194,0.0013604921,0.0037531292,0.00011920402,0.02550782,0.00001532385,0.00002919691,0.00013082818],"genre_scores_gemma":[0.99159545,0.00080472184,0.0023550251,0.0005028486,0.0002638782,0.0044394378,0.000022565657,0.000011625332,0.0000044661583],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.996626,0.0006128557,0.0017332882,0.00033674357,0.0004222704,0.00026879666],"domain_scores_gemma":[0.9957098,0.0020108484,0.0013147682,0.00011301446,0.0004873269,0.00036427932],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009351912,0.00014585796,0.0018889599,0.00003980778,0.00019620665,0.000009842321,0.000021647162,0.00008463962,0.00001957549],"category_scores_gemma":[0.008672525,0.00010585749,0.0001738691,0.00011818978,0.00008959746,0.000037674014,0.000013196568,0.00011750683,3.154481e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9898068,0.00028583652,0.0004470796,0.0025210257,0.0001087777,2.5745652e-7,0.0010369058,0.00001010702,0.00002821122,0.00031965613,0.00051559805,0.004919749],"study_design_scores_gemma":[0.9792668,0.008486144,0.0013382611,0.00006283651,0.0008747532,0.000005981887,0.0005691496,0.007066402,0.000020219974,0.002013904,0.00021016374,0.0000853637],"about_ca_topic_score_codex":0.000039958162,"about_ca_topic_score_gemma":0.000014612916,"teacher_disagreement_score":0.02881162,"about_ca_system_score_codex":0.000051926247,"about_ca_system_score_gemma":0.0007272229,"threshold_uncertainty_score":0.99967784},"labels":[],"label_agreement":null},{"id":"W3088165577","doi":"10.2196/22212","title":"Real-World Evidence of User Engagement With Mobile Health for Diabetes Management: Longitudinal Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Università Bocconi; Novo Nordisk; Erasmus Universiteit Rotterdam; European Commission","keywords":"mHealth; User engagement; Popularity; Medicine; Longitudinal study; Observational study; Diabetes mellitus; Mobile apps; Self-management; Diabetes management; Type 2 diabetes; Gerontology; Psychology; World Wide Web; Computer science; Psychological intervention; Nursing; Social psychology","score_opus":0.3335130736398272,"score_gpt":0.5191722884253137,"score_spread":0.18565921478548653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088165577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92031115,0.0018160865,0.0012925339,0.02648838,0.00030687114,0.048603874,0.00025548908,0.0003110296,0.00061456935],"genre_scores_gemma":[0.9081582,0.0043563014,0.007833586,0.015227824,0.0005036098,0.06328471,0.00012961385,0.00008622702,0.00041991787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930823,0.000988189,0.0022987898,0.0011437988,0.00071054895,0.001776367],"domain_scores_gemma":[0.99377966,0.0015076655,0.0015562455,0.0006879259,0.00044886227,0.0020196603],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00347141,0.0004458572,0.0011397818,0.00029896403,0.0022241152,0.000017340637,0.00038410033,0.00012899836,0.00013460241],"category_scores_gemma":[0.00009765446,0.0003845114,0.000081514605,0.0011797426,0.00013500662,0.0002723033,0.00018852693,0.00086088217,0.000028416705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001642586,0.00088127976,0.88934594,0.04755238,0.00008585361,0.0000020894613,0.0054170387,0.00005185958,0.0000064964643,0.015566318,0.021273468,0.018174712],"study_design_scores_gemma":[0.004310299,0.0076878397,0.888259,0.0010521316,0.0001435953,4.674351e-7,0.004575567,0.00035834027,0.0000024667174,0.00016829926,0.09310395,0.00033803578],"about_ca_topic_score_codex":0.0007796008,"about_ca_topic_score_gemma":0.0012684594,"teacher_disagreement_score":0.07183048,"about_ca_system_score_codex":0.000437818,"about_ca_system_score_gemma":0.0032419874,"threshold_uncertainty_score":0.9998607},"labels":[],"label_agreement":null},{"id":"W3088200138","doi":"10.2196/20847","title":"Relationship Between Patient Engagement and Depressive Symptoms Among People Living With HIV in a Mobile Health Intervention: Secondary Analysis of a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; China Medical Board","keywords":"mHealth; Psychological intervention; Randomized controlled trial; Medicine; Patient Health Questionnaire; Intervention (counseling); Physical therapy; Clinical psychology; Health promotion; Depressive symptoms; Cognition; Psychiatry; Public health; Internal medicine","score_opus":0.04760535741594781,"score_gpt":0.4022844800188289,"score_spread":0.3546791226028811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088200138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9518883,0.0048470055,0.0010639282,0.0032175109,0.0001167323,0.038290024,0.00015180913,0.00010070074,0.00032395028],"genre_scores_gemma":[0.93691164,0.0013173585,0.00025242212,0.0023347903,0.00018392029,0.05872158,0.00019391406,0.00004212948,0.000042229687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9865583,0.006516434,0.0043447413,0.0008953298,0.0005307818,0.0011544129],"domain_scores_gemma":[0.9851009,0.008972635,0.0034358732,0.00044616533,0.00022969008,0.0018147391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006626093,0.00042148755,0.0042475243,0.0008728425,0.0011680186,0.000021109714,0.00016985754,0.00029269807,0.00016728704],"category_scores_gemma":[0.001106476,0.00033484434,0.0003175553,0.0017373764,0.00021864184,0.00019965025,0.00016870422,0.0016031329,0.0000052456717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.142254,0.00029127175,0.8183226,0.00578031,0.00028817818,9.906367e-7,0.02249806,0.00004850647,8.393253e-8,0.0017828979,0.00025273458,0.008480399],"study_design_scores_gemma":[0.42425525,0.0016358474,0.5677705,0.0005187062,0.0008142679,4.9280845e-7,0.0031872431,0.0012574029,7.126805e-8,0.00007590857,0.00029898516,0.00018535888],"about_ca_topic_score_codex":0.0016616198,"about_ca_topic_score_gemma":0.001941385,"teacher_disagreement_score":0.28200126,"about_ca_system_score_codex":0.00030565806,"about_ca_system_score_gemma":0.002201665,"threshold_uncertainty_score":0.99991035},"labels":[],"label_agreement":null},{"id":"W3088445048","doi":"10.2196/18491","title":"Development and Evaluation of an Accelerometer-Based Protocol for Measuring Physical Activity Levels in Cancer Survivors: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; National Cancer Institute; NRG Oncology; University of Arizona Cancer Center","keywords":"Medicine; Data collection; Accelerometer; Physical therapy; Protocol (science); Actigraphy; Physical activity; mHealth; Activity tracker; Randomized controlled trial; Logistic regression; Activity monitor; Physical medicine and rehabilitation; Computer science; Psychological intervention; Surgery; Statistics; Internal medicine; Nursing","score_opus":0.38936965268062235,"score_gpt":0.4952252284670564,"score_spread":0.10585557578643406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088445048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93456477,0.00002865299,0.000049339607,0.0004778729,0.000024445884,0.0648138,0.000012579651,0.000019508387,0.00000903522],"genre_scores_gemma":[0.91330975,0.0000012052243,0.0006569729,0.00017719476,0.000059793307,0.08577444,0.000004803836,0.00001466489,0.0000011761873],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99805045,0.0002509174,0.0003826266,0.00050081225,0.00051417854,0.00030099312],"domain_scores_gemma":[0.99897707,0.00008876756,0.00017035032,0.00013375808,0.00018413337,0.00044591777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018169684,0.0001827807,0.0004909161,0.00008541958,0.00012556993,0.000015708792,0.000042789165,0.000059975624,0.000006127407],"category_scores_gemma":[0.00005982546,0.00015937656,0.000017919125,0.00021058781,0.00004470105,0.00011033984,0.000034716675,0.00016668768,9.077504e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023374713,0.001704014,0.26675344,0.009867422,0.000022772498,8.938926e-7,0.040200457,0.000008883563,0.00023067006,0.0000035282198,0.0000026022283,0.6788678],"study_design_scores_gemma":[0.006331224,0.0012151675,0.98373336,0.00016780343,0.000044017277,5.789716e-7,0.001852619,0.003345501,0.0028225053,0.000008462889,0.00033244267,0.00014630645],"about_ca_topic_score_codex":0.0015115647,"about_ca_topic_score_gemma":0.017458357,"teacher_disagreement_score":0.7169799,"about_ca_system_score_codex":0.00032950356,"about_ca_system_score_gemma":0.00217069,"threshold_uncertainty_score":0.9742173},"labels":[],"label_agreement":null},{"id":"W3088928342","doi":"10.2196/20353","title":"New Checklist for the Heuristic Evaluation of mHealth Apps (HE4EH): Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; Checklist; Heuristic evaluation; Heuristics; Computer science; Set (abstract data type); Health care; Heuristic; Medicine; Psychology; Nursing; Human–computer interaction; Psychological intervention; Artificial intelligence","score_opus":0.20824559252459482,"score_gpt":0.5082231477468482,"score_spread":0.29997755522225333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088928342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9047038,0.008469762,0.0063650943,0.038850624,0.00062620087,0.0400223,0.00013717337,0.00018254165,0.00064252084],"genre_scores_gemma":[0.97407186,0.0013106787,0.0030530216,0.0076803053,0.00073368946,0.012908805,0.00006320971,0.00005288126,0.00012557679],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9933505,0.0012494867,0.0023275798,0.0009473244,0.00085749244,0.0012675936],"domain_scores_gemma":[0.99316055,0.002096339,0.0011368948,0.000640086,0.00064054586,0.0023256056],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008670004,0.0003683821,0.00084505306,0.0001142508,0.0028557284,0.0000169812,0.00029956296,0.00024428748,0.00011358965],"category_scores_gemma":[0.0010382626,0.00028123922,0.00005642407,0.0005638082,0.00014568312,0.00010635068,0.0001506035,0.0008799135,0.000023882474],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013878681,0.0005996172,0.10731651,0.017999392,0.00005272683,3.7147325e-7,0.03383451,0.000019538591,0.000005985927,0.0070070093,0.025457313,0.8063192],"study_design_scores_gemma":[0.008582001,0.0014446932,0.78450066,0.00016960247,0.0004067569,0.0000027838541,0.01292605,0.005388007,0.0000048076354,0.0012497429,0.1849815,0.00034338562],"about_ca_topic_score_codex":0.0015025537,"about_ca_topic_score_gemma":0.0014012288,"teacher_disagreement_score":0.8059758,"about_ca_system_score_codex":0.00042345,"about_ca_system_score_gemma":0.0106030945,"threshold_uncertainty_score":0.999964},"labels":[],"label_agreement":null},{"id":"W3089119265","doi":"10.2196/18404","title":"Relationships Between Mobile eHealth Literacy, Diabetes Self-care, and Glycemic Outcomes in Taiwanese Patients With Type 2 Diabetes: Cross-sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; mHealth; Medicine; Health literacy; Type 2 diabetes; Psychological intervention; Population; Cross-sectional study; Health Information National Trends Survey; Health care; Glycemic; Gerontology; Telemedicine; Diabetes mellitus; Family medicine; Nursing; Health information; Environmental health","score_opus":0.06446401579976335,"score_gpt":0.4413592637546942,"score_spread":0.37689524795493085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089119265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238217,0.0005655446,0.0000069910207,0.00045602085,0.00022278963,0.005696467,0.00018888352,0.00024243287,0.00023872679],"genre_scores_gemma":[0.99261636,0.000118544885,0.00047767966,0.0053286706,0.0002479753,0.0007156087,0.0004301909,0.000046499346,0.00001849315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928099,0.0016207946,0.002829186,0.00082354696,0.00060329936,0.0013132915],"domain_scores_gemma":[0.9949649,0.0013298679,0.001050959,0.00043020232,0.0006587792,0.0015653239],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023389813,0.00042748026,0.00090417336,0.00031231088,0.0019773797,0.00010094939,0.0002264075,0.00039241303,0.000082828155],"category_scores_gemma":[0.0004476849,0.0003357564,0.0000396198,0.00092007016,0.00011486243,0.0015289531,0.00017458512,0.002248095,0.00007350367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047147242,0.00029779226,0.95222276,0.0058383034,0.00001734605,4.3563813e-7,0.03886693,0.0000045909774,4.6138968e-8,0.00002490442,0.00011139156,0.0021440163],"study_design_scores_gemma":[0.005433162,0.0030423708,0.985003,0.00013197468,0.000023948474,1.1101238e-7,0.0028867994,0.00038464047,9.949957e-8,0.000049944887,0.0027569053,0.00028707497],"about_ca_topic_score_codex":0.00019432418,"about_ca_topic_score_gemma":0.00010547632,"teacher_disagreement_score":0.03598013,"about_ca_system_score_codex":0.00049261464,"about_ca_system_score_gemma":0.0013281885,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W3089154531","doi":"10.2196/21016","title":"Enabling Remote Patient Monitoring Through the Use of Smart Thermostat Data in Canada: Exploratory Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; University Health Network; University of Toronto; University of Waterloo","funders":"University of Waterloo","keywords":"Data collection; Computer science; Sample (material); mHealth; Data science; Medicine; Statistics","score_opus":0.31649658678130915,"score_gpt":0.36618678093866963,"score_spread":0.04969019415736048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089154531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98886526,0.0007303317,0.0041810377,0.004656659,0.00042463111,0.0010530596,0.000036176993,0.000039253835,0.0000135763885],"genre_scores_gemma":[0.9974236,0.00018505378,0.0005575036,0.001718128,0.00008062644,0.000019129127,0.0000032073983,0.0000112073185,0.0000015611138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975317,0.0005334364,0.000590712,0.00052516826,0.00044740352,0.00037155589],"domain_scores_gemma":[0.9980376,0.0004435995,0.0003228194,0.0008764336,0.00008206263,0.00023752078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047569536,0.00014672798,0.00031985377,0.000042556978,0.00017343982,0.000067523244,0.0006197297,0.000028849414,0.0000013143944],"category_scores_gemma":[0.000110446446,0.00011370918,0.000014187821,0.0004967577,0.000022528908,0.0008785369,0.00051218795,0.0002982348,0.0000016265798],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016251093,0.0002451955,0.11692328,0.0007479223,0.00003456809,0.000067377376,0.10647735,0.0000722458,0.000028362698,0.000056469948,0.0018181866,0.7733665],"study_design_scores_gemma":[0.007404762,0.004551306,0.56883717,0.0013528902,0.0000963505,0.0000679314,0.16970551,0.13871467,0.0004915759,0.00025044905,0.106629185,0.0018981993],"about_ca_topic_score_codex":0.61075425,"about_ca_topic_score_gemma":0.50459284,"teacher_disagreement_score":0.77146834,"about_ca_system_score_codex":0.00022345645,"about_ca_system_score_gemma":0.0021710764,"threshold_uncertainty_score":0.50444704},"labels":[],"label_agreement":null},{"id":"W3089193306","doi":"10.2196/19953","title":"Effect of a Text Messaging–Based Educational Intervention on Cesarean Section Rates Among Pregnant Women in China: Quasirandomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Odds ratio; Prenatal care; Pregnancy; Family medicine; Phone; Intervention (counseling); Pediatrics; Demography; Population; Nursing; Environmental health","score_opus":0.02568672882005696,"score_gpt":0.3908408504928101,"score_spread":0.36515412167275313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089193306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893331,0.00039781356,0.0000280191,0.0050691823,0.00035640737,0.0043635503,0.000028952189,0.00003276471,0.00039023487],"genre_scores_gemma":[0.9973674,0.00008981137,0.0000142741865,0.00045681326,0.00026847736,0.0012647673,0.000051152463,0.000017244163,0.00047005454],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99731636,0.0007572325,0.00095821265,0.00031372605,0.00025067237,0.00040379242],"domain_scores_gemma":[0.9984225,0.00039096928,0.0004554619,0.00012173978,0.00004931421,0.0005599873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017524929,0.00019465177,0.00096906454,0.00023042019,0.00010276132,0.000014027413,0.00005601912,0.00009816588,0.0003153475],"category_scores_gemma":[0.00030153582,0.00014058361,0.000188153,0.00022958426,0.000055484135,0.00007048968,0.000014732213,0.00034652662,0.000004961683],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93592304,0.0013611789,0.02758805,0.024433326,0.00004168517,0.000005990505,0.0015654888,0.000009029709,0.000030381263,0.0001547438,0.000160131,0.008726974],"study_design_scores_gemma":[0.69652724,0.029085586,0.2673766,0.0024135332,0.00006496072,0.0000070241827,0.000116569994,0.0037137861,0.00020298635,0.000081484744,0.00026971495,0.00014055285],"about_ca_topic_score_codex":0.000873657,"about_ca_topic_score_gemma":0.000066567634,"teacher_disagreement_score":0.23978853,"about_ca_system_score_codex":0.00021281229,"about_ca_system_score_gemma":0.00029731408,"threshold_uncertainty_score":0.5732833},"labels":[],"label_agreement":null},{"id":"W3089623732","doi":"10.2196/18160","title":"Symbol Digit Modalities Test Variant in a Smartphone App for Persons With Multiple Sclerosis: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; National Marine Sanctuary Foundation","keywords":"Modalities; Multiple sclerosis; Numerical digit; Test (biology); Computer science; Medicine; Smartphone application; Psychology; Audiology; Multimedia; Arithmetic; Mathematics; Psychiatry; Biology","score_opus":0.1652810826072788,"score_gpt":0.37684438096266365,"score_spread":0.21156329835538484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089623732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97960484,0.00036674077,0.00022393228,0.013764515,0.00003504025,0.005565331,0.00019573886,0.00012575816,0.00011807871],"genre_scores_gemma":[0.99532104,0.00051738974,0.00076250965,0.0013049552,0.0002505105,0.0016616724,0.00006026964,0.00004398588,0.0000776831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975185,0.00011783789,0.0005106186,0.0006104939,0.00048112712,0.00076144765],"domain_scores_gemma":[0.9980684,0.00060048065,0.00014359117,0.00024769414,0.00015176847,0.00078806985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050386373,0.00026252866,0.0006661341,0.00017266307,0.00033734695,0.00005689831,0.00009125522,0.00007392267,0.000011123967],"category_scores_gemma":[0.00070871704,0.00020253674,0.000047003075,0.00044942176,0.000111048575,0.00015287533,0.00006677974,0.0003426017,0.0000059307463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006032276,0.003144051,0.9092081,0.007740328,0.00012989905,0.000039855033,0.051166333,0.000028577788,0.0005837623,0.000047118996,0.003771461,0.01810821],"study_design_scores_gemma":[0.014200626,0.007865458,0.9503138,0.00037878795,0.000087813205,0.000011219355,0.021715567,0.0046095485,0.00008674656,0.000009395898,0.0004827482,0.00023831241],"about_ca_topic_score_codex":0.00085348974,"about_ca_topic_score_gemma":0.00056855497,"teacher_disagreement_score":0.04110565,"about_ca_system_score_codex":0.00017625505,"about_ca_system_score_gemma":0.000539394,"threshold_uncertainty_score":0.8259209},"labels":[],"label_agreement":null},{"id":"W3089690064","doi":"10.2196/16746","title":"Ambulatory Phonation Monitoring With Wireless Microphones Based on the Speech Energy Envelope: Algorithm Development and Validation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Far Eastern Memorial Hospital; National Yang-Ming University; Ministry of Science and Technology, Taiwan","keywords":"Phonation; Speech recognition; Computer science; Microphone; Voice activity detection; Noise (video); Energy (signal processing); Envelope (radar); Ambulatory; Wireless; Speech processing; Algorithm; Audiology; Artificial intelligence; Medicine; Statistics; Telecommunications; Mathematics; Sound pressure","score_opus":0.042976685781059856,"score_gpt":0.30861899573895757,"score_spread":0.2656423099578977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089690064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98117226,0.00041255253,0.0014033448,0.016334688,0.00007224288,0.00040207733,0.0000034555846,0.000054564665,0.00014479515],"genre_scores_gemma":[0.9866173,0.0005072687,0.00516122,0.007348964,0.0001965327,0.000053606756,0.00003535694,0.000024803812,0.000054929398],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99878496,0.00006131247,0.00024630173,0.00030964086,0.00032047706,0.00027731774],"domain_scores_gemma":[0.9992772,0.0000694675,0.00011339604,0.00012261083,0.00006908299,0.00034828388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023127411,0.0001671492,0.00022026859,0.000076892815,0.00030014443,0.000027610336,0.00004399534,0.00007380727,0.000010584129],"category_scores_gemma":[0.0000134386555,0.00011199072,0.0000149806665,0.00022074576,0.000049068552,0.000057047055,0.000015030418,0.00019566432,0.0000049219875],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008711172,0.00023711972,0.04440502,0.001593681,0.000041658706,0.000036377718,0.005043221,0.000015785563,0.0008640406,0.0002434435,0.0010789664,0.9455696],"study_design_scores_gemma":[0.011361103,0.0036028158,0.8140289,0.0011651514,0.00022362244,0.00010388719,0.0073056947,0.018651221,0.07771872,0.00008530872,0.06466768,0.0010858787],"about_ca_topic_score_codex":0.00011115917,"about_ca_topic_score_gemma":0.000013579335,"teacher_disagreement_score":0.9444837,"about_ca_system_score_codex":0.000082450824,"about_ca_system_score_gemma":0.00055449083,"threshold_uncertainty_score":0.4566849},"labels":[],"label_agreement":null},{"id":"W3090287309","doi":"10.2196/15116","title":"A Mobile App, KhunLook, to Support Thai Parents and Caregivers With Child Health Supervision: Development, Validation, and Acceptability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Systems Research Institute; National Research Council of Thailand","keywords":"mHealth; Mobile apps; Health care; Usability; Medicine; Psychology; Medical education; Nursing; Family medicine; World Wide Web; Psychological intervention; Computer science","score_opus":0.0783061699699102,"score_gpt":0.4344909542816039,"score_spread":0.3561847843116937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090287309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605777,0.00141424,0.000325279,0.017538704,0.00019848788,0.018766372,0.00015997361,0.00033760496,0.00068159925],"genre_scores_gemma":[0.9597275,0.002445721,0.001989786,0.024722863,0.000320906,0.010438199,0.00017928067,0.00007792195,0.000097820295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99315566,0.00094484095,0.0017924925,0.0016382642,0.00063072337,0.0018380502],"domain_scores_gemma":[0.9922345,0.00029328125,0.00065389817,0.0006455339,0.00026018592,0.0059125577],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002072334,0.0005664915,0.0011613573,0.00024363471,0.004070444,0.000050319937,0.00027467002,0.00024401493,0.00021468088],"category_scores_gemma":[0.00010871972,0.00048724722,0.0000324778,0.0008317526,0.00015519749,0.00028373615,0.00036463642,0.0011622703,0.0000769411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085977156,0.00048566386,0.7258238,0.0079925265,0.00002859954,0.000003699584,0.10099726,0.000003512711,7.7502403e-7,0.00027906115,0.0074959556,0.15602936],"study_design_scores_gemma":[0.0060965386,0.0066031585,0.65921265,0.00022234807,0.00005587804,0.000019486857,0.05944575,0.000044921195,0.000002424686,0.00003536676,0.26770574,0.00055575813],"about_ca_topic_score_codex":0.0014178472,"about_ca_topic_score_gemma":0.0016450839,"teacher_disagreement_score":0.2602098,"about_ca_system_score_codex":0.00037506936,"about_ca_system_score_gemma":0.004097585,"threshold_uncertainty_score":0.99975795},"labels":[],"label_agreement":null},{"id":"W3090371470","doi":"10.2196/16780","title":"User Experiences of a Smartphone-Based Attentive Eating App and Their Association With Diet and Weight Loss Outcomes: Thematic and Exploratory Analyses From a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Oxford Biomedical Research Centre; Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Weight loss; Randomized controlled trial; Thematic analysis; Psychology; Emotional eating; Medicine; Clinical psychology; Obesity; Eating behavior; Qualitative research; Internal medicine","score_opus":0.06066782764512742,"score_gpt":0.3802737458905136,"score_spread":0.3196059182453862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090371470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937233,0.0024045887,0.00014652075,0.0009933922,0.00009293592,0.0025382002,0.00002989894,0.00003568346,0.00003549815],"genre_scores_gemma":[0.99753016,0.00022046934,0.00023410405,0.0008627281,0.000059445963,0.0010438712,0.00001773905,0.0000135579,0.000017926888],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975313,0.00082640717,0.0007228226,0.00042092698,0.00020223638,0.00029632717],"domain_scores_gemma":[0.99650955,0.0021423167,0.00091156946,0.00011116603,0.000063460975,0.00026190764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008355956,0.0002569077,0.00172115,0.00006931232,0.00020655045,0.000042337364,0.000052002284,0.00012249833,0.000035347286],"category_scores_gemma":[0.00018557248,0.00013820891,0.00008485817,0.00014894233,0.00019318287,0.0000898715,0.000023057326,0.00018067166,4.4645506e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.52061665,0.00033530555,0.29842073,0.00036371528,0.00032088248,0.00000279882,0.17881095,4.0459244e-7,0.000048179874,0.000029257502,0.00007400782,0.0009771237],"study_design_scores_gemma":[0.8690246,0.0024185234,0.03925969,0.00016555241,0.0005056458,8.780687e-7,0.087746695,0.0005232019,0.00001545597,0.000075829055,0.000009523751,0.0002544316],"about_ca_topic_score_codex":0.0003360324,"about_ca_topic_score_gemma":0.00009656352,"teacher_disagreement_score":0.34840792,"about_ca_system_score_codex":0.00002006436,"about_ca_system_score_gemma":0.00009675972,"threshold_uncertainty_score":0.5635996},"labels":[],"label_agreement":null},{"id":"W3090630160","doi":"10.2196/20723","title":"Using a Mobile App-Based International Classification of Functioning, Disability, and Health Set to Assess the Functioning of Spinal Cord Injury Patients: Rasch Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Rasch model; International Classification of Functioning, Disability and Health; Differential item functioning; Operationalization; Terminology; Psychology; Rehabilitation; Applied psychology; Set (abstract data type); Physical medicine and rehabilitation; Clinical psychology; Physical therapy; Medicine; Psychometrics; Item response theory; Developmental psychology; Computer science","score_opus":0.26703889498461064,"score_gpt":0.5132104823803152,"score_spread":0.24617158739570455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090630160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817252,0.00019297402,0.0065874825,0.009945177,0.00010957363,0.0012887071,0.000082112674,0.000026431027,0.000042338394],"genre_scores_gemma":[0.9960463,0.00007261785,0.0013530637,0.0021623536,0.00013510168,0.00008811689,0.00011948698,0.0000156845,0.000007254612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976041,0.0002291767,0.00077682803,0.0004321139,0.00064067025,0.00031711895],"domain_scores_gemma":[0.99813503,0.00009202292,0.0004822928,0.0002867002,0.00043960963,0.0005643345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011457147,0.00015129498,0.0005172666,0.00025661243,0.00024386814,0.000025362535,0.000113316986,0.00006718897,0.000054761524],"category_scores_gemma":[0.00018379847,0.00011982451,0.000083168496,0.0012906344,0.00020828655,0.00009802273,0.000080439604,0.0003324727,0.0000012712329],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010361248,0.0002773623,0.95162684,0.0018220171,0.00009958646,2.1574618e-7,0.0002188308,0.00007201747,0.0002510809,0.00010623873,0.0004091639,0.03475538],"study_design_scores_gemma":[0.0009188798,0.013325952,0.96895385,0.000112378926,0.00018026111,0.0000017336652,0.00081016327,0.014829597,0.00004741568,0.000008588175,0.00073179806,0.000079385594],"about_ca_topic_score_codex":0.00076589716,"about_ca_topic_score_gemma":0.00006977855,"teacher_disagreement_score":0.034675993,"about_ca_system_score_codex":0.0002977907,"about_ca_system_score_gemma":0.0007357352,"threshold_uncertainty_score":0.48863018},"labels":[],"label_agreement":null},{"id":"W3090717363","doi":"10.2196/23148","title":"Performance of Digital Contact Tracing Tools for COVID-19 Response in Singapore: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Real-time locating system; Medicine; Coronavirus disease 2019 (COVID-19); Medical emergency; Tracing; Bluetooth; Emergency medicine; Computer science; Real-time computing; Telecommunications; Pathology; Infectious disease (medical specialty); Wireless","score_opus":0.14805420618282586,"score_gpt":0.4178454244411635,"score_spread":0.26979121825833763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090717363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98424184,0.00008565978,0.010624503,0.0032520625,0.00011920973,0.0014397595,0.000066946996,0.0001173589,0.00005264468],"genre_scores_gemma":[0.99617726,0.000009826871,0.00040837345,0.0032105495,0.0000708388,0.000087372355,0.0000095895575,0.000015416766,0.000010801579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99738115,0.00013110881,0.00089150853,0.0006665284,0.00038048116,0.0005492425],"domain_scores_gemma":[0.99671316,0.0018383084,0.0003112341,0.0002928173,0.00009540841,0.00074907934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015607968,0.00020740271,0.00040833556,0.00020182344,0.0002815488,0.00047429063,0.00041102714,0.00008123061,0.0000023142784],"category_scores_gemma":[0.0013860016,0.0002095933,0.00006705569,0.0005520896,0.000046595982,0.0021098983,0.00013617508,0.00027038707,0.0000027527387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060113296,0.00035176254,0.972707,0.0028884907,0.00000988636,0.000019630364,0.008569346,0.00045200376,0.000091082715,0.00082597084,0.00003807511,0.008035472],"study_design_scores_gemma":[0.002924719,0.00455951,0.97017115,0.0000447818,0.0000039708193,0.000014257537,0.00028272893,0.021330645,0.000022990438,0.00009185069,0.00034514323,0.00020824988],"about_ca_topic_score_codex":0.00008158248,"about_ca_topic_score_gemma":0.00003542503,"teacher_disagreement_score":0.020878643,"about_ca_system_score_codex":0.00037053833,"about_ca_system_score_gemma":0.0020656283,"threshold_uncertainty_score":0.8546967},"labels":[],"label_agreement":null},{"id":"W3090876093","doi":"10.2196/18122","title":"The Role of Information Technology Mindfulness in the Postadoption Stage of Using Personal Health Devices: Cross-Sectional Questionnaire Study in Mobile Health","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technostress in Professional Settings","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; mHealth; Context (archaeology); eHealth; Psychology; Applied psychology; Clinical psychology; Psychological intervention; Health care; Psychiatry","score_opus":0.04497393905519,"score_gpt":0.42823014611824695,"score_spread":0.38325620706305696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090876093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887863,0.0036736864,0.00014294003,0.0045057056,0.00017995153,0.0025412275,0.00010106262,0.000040587187,0.00002854139],"genre_scores_gemma":[0.99783605,0.000046553912,0.00012512167,0.001465137,0.0000446183,0.0004421701,0.000023241802,0.000012598498,0.000004529539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650395,0.0007140968,0.001444361,0.00031192973,0.0004653652,0.00056027435],"domain_scores_gemma":[0.9980342,0.00020705488,0.0012407089,0.0002568535,0.00011976256,0.00014144543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027050322,0.00017769757,0.0003944948,0.00034698634,0.0004673315,0.000024186766,0.00034225843,0.00018795281,0.000014583913],"category_scores_gemma":[0.00009401637,0.00012818343,0.000035139798,0.0010788569,0.0002400867,0.00022728684,0.00008720783,0.00078037387,0.0000022046802],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045336457,0.00041193518,0.8823094,0.00090329803,0.0000073285946,0.0000010496984,0.029007493,0.000039746537,0.0000024140036,0.010961412,0.000028741251,0.07587386],"study_design_scores_gemma":[0.001171822,0.0017062647,0.8993531,0.000154357,0.0000027785816,0.000013777657,0.095361345,0.00057793816,0.000009336626,0.0007419717,0.0008122652,0.000095031995],"about_ca_topic_score_codex":0.0036005818,"about_ca_topic_score_gemma":0.0011932899,"teacher_disagreement_score":0.07577883,"about_ca_system_score_codex":0.00027469764,"about_ca_system_score_gemma":0.0009554988,"threshold_uncertainty_score":0.54430264},"labels":[],"label_agreement":null},{"id":"W3091434504","doi":"10.2196/21364","title":"Syndromic Surveillance Insights from a Symptom Assessment App Before and During COVID-19 Measures in Germany and the United Kingdom: Results From Repeated Cross-Sectional Analyses","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Public health; mHealth; Cross-sectional study; Epidemiology; Coronavirus disease 2019 (COVID-19); Descriptive statistics; Public health surveillance; Environmental health; Demography; Family medicine; Psychological intervention; Disease; Psychiatry; Infectious disease (medical specialty); Nursing","score_opus":0.12083629949019725,"score_gpt":0.4097028196697507,"score_spread":0.28886652017955344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091434504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98748505,0.0006755219,0.0024308667,0.008337444,0.0001005452,0.00059617666,0.00014503355,0.00019990264,0.000029468387],"genre_scores_gemma":[0.9940907,0.00020129062,0.00036641306,0.005090188,0.00010828223,0.00003683877,0.000085657084,0.000016314452,0.0000043259097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656284,0.0005224527,0.0008821746,0.0010889312,0.00047677185,0.00046681598],"domain_scores_gemma":[0.9968916,0.0013612652,0.00040132093,0.00045041597,0.0000830708,0.00081233314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007578198,0.000293935,0.00053242414,0.00026107306,0.0006618252,0.0005851048,0.00037527797,0.0001279799,0.0000017191394],"category_scores_gemma":[0.00046577063,0.00022657467,0.00004710259,0.0008128147,0.0001956676,0.00051921804,0.00032881202,0.0005004311,0.0000013942689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020749702,0.00008649069,0.9767422,0.00087098713,0.00009980094,0.00015236907,0.01405577,0.00076134043,0.00030786436,0.0040017376,0.000038012862,0.00080842973],"study_design_scores_gemma":[0.005416953,0.00011003076,0.94907373,0.00006756707,0.00000950833,0.000017546008,0.000059511043,0.043699063,0.000007801274,0.0011589404,0.000181762,0.00019761409],"about_ca_topic_score_codex":0.023439627,"about_ca_topic_score_gemma":0.0042401864,"teacher_disagreement_score":0.042937722,"about_ca_system_score_codex":0.00034459715,"about_ca_system_score_gemma":0.00081039197,"threshold_uncertainty_score":0.9830634},"labels":[],"label_agreement":null},{"id":"W3091472835","doi":"10.2196/22069","title":"Smartphone-Enabled, Telehealth-Based Family Conferences in Palliative Care During the COVID-19 Pandemic: Pilot Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telehealth; Observational study; Pandemic; Coronavirus disease 2019 (COVID-19); Telemedicine; 2019-20 coronavirus outbreak; Palliative care; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Health care; Medical emergency; Nursing; Virology; Outbreak; Disease","score_opus":0.5375406986687775,"score_gpt":0.49892005316442634,"score_spread":0.03862064550435118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091472835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96604687,0.0013898358,0.0000733388,0.025518727,0.0010235301,0.0049434034,0.00032538926,0.00019181993,0.0004870851],"genre_scores_gemma":[0.8506194,0.0005016012,0.000058797435,0.14722285,0.00036772268,0.0009625595,0.00017726579,0.00003486285,0.000054955184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99339366,0.0024462743,0.0015061417,0.00081230723,0.0006494215,0.0011921694],"domain_scores_gemma":[0.99246174,0.0040943357,0.0006939686,0.00037749912,0.0010456098,0.0013268536],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012210992,0.00041499123,0.0007474123,0.00020033433,0.0027647247,0.000028668432,0.00038542238,0.00023799723,0.00009915408],"category_scores_gemma":[0.0024600164,0.0003071687,0.000060938717,0.0008853603,0.00020805243,0.00013619215,0.0001474082,0.0019521099,0.00004697001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015510762,0.00012893643,0.9293176,0.0042229937,0.000012551108,0.000019699928,0.058526292,0.0000810538,0.000010378273,0.00039556675,0.005408305,0.0003255304],"study_design_scores_gemma":[0.0049529155,0.0018460726,0.8460343,0.00024714178,0.000024033625,9.3198037e-7,0.13275146,0.00019809566,6.3041585e-7,0.00009294621,0.013589698,0.00026176646],"about_ca_topic_score_codex":0.008107893,"about_ca_topic_score_gemma":0.01103559,"teacher_disagreement_score":0.12170412,"about_ca_system_score_codex":0.0011826458,"about_ca_system_score_gemma":0.00791248,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W3091688022","doi":"10.2196/19869","title":"A Mobile-Based Intervention for Dietary Behavior and Physical Activity Change in Individuals at High Risk for Type 2 Diabetes Mellitus: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transtheoretical model; Behavior change; Psychological intervention; Randomized controlled trial; Medicine; eHealth; Intervention (counseling); mHealth; Attrition; Physical therapy; Type 2 Diabetes Mellitus; Behavior change methods; Gerontology; Anthropometry; Diabetes mellitus; Nursing; Health care","score_opus":0.11877248638613534,"score_gpt":0.47303244806650085,"score_spread":0.3542599616803655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091688022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878898,0.003352669,0.00022455199,0.0052177627,0.0005777893,0.10189609,0.0007122043,0.00011927208,0.000009876919],"genre_scores_gemma":[0.70624155,0.0031840897,0.0004991995,0.003668516,0.00094352674,0.28509676,0.00028963678,0.00004885965,0.000027825165],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9937549,0.0021296586,0.001589358,0.0008836602,0.00027618074,0.0013662085],"domain_scores_gemma":[0.99102145,0.0055956906,0.0015056015,0.0003094851,0.0002087089,0.0013590442],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004165134,0.0004235165,0.0026183962,0.00022144859,0.0012683613,0.000017503562,0.00014589474,0.00040925684,0.000033747216],"category_scores_gemma":[0.00092598534,0.00034665255,0.00031446468,0.00032590388,0.00016057922,0.00015493819,0.00008706816,0.00078401965,0.000010106266],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8728733,0.0013182214,0.014669886,0.011238312,0.000047747784,2.9246223e-7,0.004063724,0.0000019214153,0.000010339393,0.0007100923,0.0009477499,0.09411842],"study_design_scores_gemma":[0.95200765,0.0048863697,0.02564977,0.0002239999,0.00053812686,1.6317334e-7,0.00021890744,0.010006207,0.0000063945836,0.0005716946,0.0055957013,0.00029499768],"about_ca_topic_score_codex":0.0007834985,"about_ca_topic_score_gemma":0.000346419,"teacher_disagreement_score":0.18320069,"about_ca_system_score_codex":0.0002807725,"about_ca_system_score_gemma":0.0008204002,"threshold_uncertainty_score":0.99989855},"labels":[],"label_agreement":null},{"id":"W3091752737","doi":"10.2196/22080","title":"Implementation of a Home-Based mHealth App Intervention Program With Human Mediation for Swallowing Tongue Pressure Strengthening Exercises in Older Adults: Longitudinal Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Swallowing; Medicine; mHealth; Tongue; Physical therapy; Intervention (counseling); Physical medicine and rehabilitation; Dentistry; Nursing; Psychological intervention","score_opus":0.13523217130962187,"score_gpt":0.5010651213222679,"score_spread":0.36583295001264604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091752737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824179,0.00020305101,0.002043716,0.002424163,0.00014654464,0.012535142,0.00006622899,0.00013543344,0.000027852684],"genre_scores_gemma":[0.9912901,0.000036254314,0.002425775,0.0005404051,0.00018474305,0.0048568486,0.00060413376,0.000038277343,0.00002345495],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648833,0.00042162256,0.0013628341,0.0005733985,0.0004931883,0.0006606268],"domain_scores_gemma":[0.9980575,0.00024755832,0.00096189074,0.00018201619,0.0002429434,0.0003080779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013430511,0.00025528576,0.0005369579,0.00023981054,0.0005559881,0.000022450822,0.0001436844,0.00010500984,0.0000812478],"category_scores_gemma":[0.000034684246,0.00022843592,0.000058352853,0.00045104342,0.000032436757,0.00032439796,0.00006182003,0.00037937312,0.0000011329178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011990905,0.0011461797,0.9306559,0.013252077,0.0000533415,0.0000016334575,0.014087252,0.00005671378,0.000003459058,0.0006125456,0.00045043702,0.03848138],"study_design_scores_gemma":[0.013025684,0.0036456054,0.9475811,0.0005856415,0.0001714945,7.85386e-8,0.031753387,0.002758868,0.0000036302981,0.00003954525,0.00025990955,0.00017506712],"about_ca_topic_score_codex":0.0019683694,"about_ca_topic_score_gemma":0.0054042214,"teacher_disagreement_score":0.038306314,"about_ca_system_score_codex":0.00018434098,"about_ca_system_score_gemma":0.0006180535,"threshold_uncertainty_score":0.93153465},"labels":[],"label_agreement":null},{"id":"W3091881887","doi":"10.2196/27998","title":"Correction: Smart Data Collection for the Assessment of Treatment Effects in Irritable Bowel Syndrome: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Observational study; Data collection; Medicine; Alternative medicine; Psychology; Data science; Psychiatry; Computer science; Internal medicine; Statistics; Pathology","score_opus":0.16541955279679368,"score_gpt":0.4377932513641835,"score_spread":0.2723736985673898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091881887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890462,0.0006100417,0.0012008135,0.0055036317,0.00049401703,0.0028618812,0.000028119413,0.000018294573,0.00023699479],"genre_scores_gemma":[0.99615115,0.00017044265,0.0019499531,0.00039699647,0.00003439351,0.0003268353,0.00014673619,0.000008389199,0.00081511034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885774,0.00012176903,0.0003297057,0.00030546213,0.00015959638,0.00022573011],"domain_scores_gemma":[0.9986519,0.00067898596,0.000102838574,0.000329226,0.000108641616,0.00012836055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054299977,0.0001033939,0.00029304647,0.000059322014,0.0002084533,0.000011113427,0.000050116083,0.000034436383,0.000019589548],"category_scores_gemma":[0.00021225843,0.00007681358,0.000028025555,0.00030850587,0.000031172054,0.000066861525,0.000032199947,0.00013032669,3.357381e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026885775,0.0020527665,0.98849094,0.0011464452,0.00003127871,0.000011736568,0.00027563464,0.00002671393,0.0000052403907,0.000078103854,0.004505133,0.003107122],"study_design_scores_gemma":[0.0036191544,0.0048355064,0.96881497,0.00012430022,0.000117241645,0.0001328994,0.0013910332,0.020226223,0.0000019238403,0.000051753817,0.00064552255,0.0000394978],"about_ca_topic_score_codex":0.0014711599,"about_ca_topic_score_gemma":0.0026546172,"teacher_disagreement_score":0.02019951,"about_ca_system_score_codex":0.00026363556,"about_ca_system_score_gemma":0.0016957802,"threshold_uncertainty_score":0.31323668},"labels":[],"label_agreement":null},{"id":"W3091982815","doi":"10.2196/19245","title":"European Portuguese Version of the User Satisfaction Evaluation Questionnaire (USEQ): Transcultural Adaptation and Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Confirmatory factor analysis; Cronbach's alpha; Psychology; Construct validity; Applied psychology; Usability; Exploratory factor analysis; Discriminant validity; Reliability (semiconductor); European Portuguese; Clinical psychology; Psychometrics; Portuguese; Structural equation modeling; Statistics; Computer science; Internal consistency; Mathematics","score_opus":0.07763014646408047,"score_gpt":0.37064042058337876,"score_spread":0.2930102741192983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091982815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98590845,0.00025630373,0.00009913665,0.011967321,0.0001616521,0.0013513577,0.000005733034,0.00009069421,0.00015933972],"genre_scores_gemma":[0.9992413,0.00033202418,0.0000650639,0.00022907948,0.00008201072,0.00002038588,0.000008302262,0.000007972171,0.000013884664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977715,0.0010898663,0.00027851167,0.00024191162,0.00044961603,0.0001685777],"domain_scores_gemma":[0.99932384,0.000028031916,0.00023012361,0.00010611658,0.00015499009,0.00015687983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012733078,0.00008690518,0.00012227376,0.00004602496,0.0005512645,0.000018506802,0.000078532496,0.0000699074,0.000009982028],"category_scores_gemma":[0.0002092256,0.000068304515,0.00002075883,0.0002971844,0.00013203059,0.0002865926,0.000020749461,0.00016485831,0.0000030178935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013720847,0.000110379675,0.5114153,0.00025566982,0.000013816454,7.1995095e-7,0.2117596,0.00004198039,0.00013532843,0.0010523598,0.0004553603,0.27462226],"study_design_scores_gemma":[0.00085654,0.00024495786,0.9811862,0.000036535257,0.000059092148,9.557923e-7,0.016815308,0.00043272774,0.000016206275,0.00009815817,0.000190885,0.000062408275],"about_ca_topic_score_codex":0.0029578104,"about_ca_topic_score_gemma":0.005394902,"teacher_disagreement_score":0.4697709,"about_ca_system_score_codex":0.00009198227,"about_ca_system_score_gemma":0.00022097783,"threshold_uncertainty_score":0.44713444},"labels":[],"label_agreement":null},{"id":"W3092659487","doi":"10.2196/19227","title":"Fitness-Tracker Assisted Frailty-Assessment Before Transcatheter Aortic Valve Implantation: Proof-of-Concept Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Proof of concept; Medicine; Aortic valve; Cardiology; Computer science; Internal medicine","score_opus":0.06210103201874802,"score_gpt":0.4360996821703167,"score_spread":0.3739986501515687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092659487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99333644,0.0009273569,0.00012251151,0.002601832,0.00012574169,0.002432829,0.00018026358,0.00005675243,0.00021629182],"genre_scores_gemma":[0.99737334,0.000039152812,0.00020970368,0.0016876563,0.00019193943,0.00020997201,0.00022622857,0.00003148444,0.000030539748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980812,0.00010845723,0.00056563615,0.00044371636,0.00040153757,0.00039945453],"domain_scores_gemma":[0.99855816,0.000040082632,0.00020712713,0.00024801746,0.00010351835,0.0008430911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012783204,0.00023603937,0.0006299543,0.00006583726,0.00015018825,0.000016787095,0.00005529356,0.00007949576,0.00009096518],"category_scores_gemma":[0.000010796104,0.00018611143,0.0005295527,0.0002371435,0.000058031772,0.00007854015,0.000019240266,0.00021740365,0.0000047409967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078306714,0.0027384043,0.84881294,0.002807279,0.0008632039,0.000019501073,0.010665997,0.000003306515,0.000008014077,0.0000800235,0.00033977078,0.13287851],"study_design_scores_gemma":[0.004883075,0.0041500046,0.98745483,0.00007304227,0.0015090106,0.000016874063,0.0015556915,0.00007305095,0.000019646424,0.00003894814,0.000104174775,0.00012162636],"about_ca_topic_score_codex":0.000099576835,"about_ca_topic_score_gemma":0.000010181486,"teacher_disagreement_score":0.13864194,"about_ca_system_score_codex":0.000089040965,"about_ca_system_score_gemma":0.0005566628,"threshold_uncertainty_score":0.7589404},"labels":[],"label_agreement":null},{"id":"W3092804762","doi":"10.2196/22733","title":"Event-Level Association Between Daily Alcohol Use and Same-Day Nonadherence to Antiretroviral Therapy Among Young Men Who Have Sex With Men and Trans Women Living With HIV: Intensive Longitudinal Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; University of California, San Francisco; Health Resources and Services Administration","keywords":"Medicine; Odds; Demography; Logistic regression; Men who have sex with men; mHealth; Young adult; Gerontology; Odds ratio; Public health; Psychological intervention; Environmental health; Human immunodeficiency virus (HIV); Family medicine; Psychiatry; Internal medicine","score_opus":0.09135523518137464,"score_gpt":0.38320122396682355,"score_spread":0.2918459887854489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092804762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128,0.00018275913,0.0013479758,0.0041418257,0.0000049754212,0.0024997639,0.00016254133,0.000041701587,0.0003384576],"genre_scores_gemma":[0.9931767,0.0004372572,0.00014107607,0.0008844264,0.00014058063,0.00022048061,0.00003104179,0.000038946822,0.00492951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997104,0.00036388365,0.0004499957,0.0006603236,0.0006048745,0.00081690605],"domain_scores_gemma":[0.99723,0.00026779322,0.00021163287,0.00019266873,0.0003294967,0.0017683894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009407488,0.00029211552,0.00069808436,0.00017694422,0.0003930481,0.0001525462,0.00008893099,0.00009491284,0.000032566364],"category_scores_gemma":[0.0002651225,0.00021558923,0.000031192656,0.00031834832,0.000117159536,0.00040638895,0.000058547437,0.00055135525,0.0000029996895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069355464,0.00015122419,0.9368616,0.0004106397,0.00023936378,0.000025846126,0.048599627,5.370107e-7,0.00003637887,0.0000025097913,0.006285139,0.0066936035],"study_design_scores_gemma":[0.0037834775,0.031386435,0.9324278,0.0003451232,0.00009752952,0.000013294153,0.030748317,0.0009098947,0.000009837156,0.0000027332876,0.00007765386,0.0001978709],"about_ca_topic_score_codex":0.0039239135,"about_ca_topic_score_gemma":0.0011756585,"teacher_disagreement_score":0.03123521,"about_ca_system_score_codex":0.00030523975,"about_ca_system_score_gemma":0.00038479746,"threshold_uncertainty_score":0.87914735},"labels":[],"label_agreement":null},{"id":"W3092919360","doi":"10.2196/17881","title":"Light-Induced Fluorescence-Based Device and Hybrid Mobile App for Oral Hygiene Management at Home: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Computer science; Usability; Mobile device; Artificial intelligence; Computer vision; Human–computer interaction; World Wide Web","score_opus":0.08315620424093087,"score_gpt":0.3969850728176911,"score_spread":0.3138288685767602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092919360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99362415,0.0006216623,0.00013248583,0.0012758694,0.00011373374,0.0040138788,0.000048748207,0.00009464236,0.00007485369],"genre_scores_gemma":[0.995491,0.00009245308,0.0010271455,0.0021508166,0.000056823978,0.0009778499,0.000037470676,0.000027677792,0.00013874893],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970247,0.00018566713,0.0005457558,0.0008958693,0.00054045115,0.000807547],"domain_scores_gemma":[0.9977056,0.00019597345,0.00013961515,0.00028571597,0.000072343566,0.0016007562],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090012455,0.0002787402,0.00044231923,0.000102413025,0.00067978253,0.00012144533,0.00018919932,0.00006424554,0.00003523155],"category_scores_gemma":[0.00007290837,0.0002499176,0.00003688598,0.00024262507,0.0000624374,0.00012276595,0.0003195829,0.00021878454,0.000031189375],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007658111,0.0024572108,0.2938198,0.024926268,0.00014758264,0.00036681065,0.004619861,0.0000029290727,0.00036558096,0.00031153407,0.011000939,0.6543234],"study_design_scores_gemma":[0.0185579,0.0059882877,0.9239334,0.00012457217,0.0001301248,0.00004507397,0.0048120436,0.002241086,0.0014662772,0.0003204901,0.041476425,0.00090435194],"about_ca_topic_score_codex":0.00016235819,"about_ca_topic_score_gemma":0.00052410754,"teacher_disagreement_score":0.653419,"about_ca_system_score_codex":0.00032055378,"about_ca_system_score_gemma":0.0004438005,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W3092975686","doi":"10.2196/22594","title":"Citizen-Centered Mobile Health Apps Collecting Individual-Level Spatial Data for Infectious Disease Management: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metadata; Disease surveillance; Computer science; mHealth; Volunteered geographic information; Public health; Public health surveillance; Data science; Internet privacy; Psychological intervention; World Wide Web; Medicine","score_opus":0.22934111891303693,"score_gpt":0.4247622576896924,"score_spread":0.19542113877665546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092975686","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038373708,0.076736994,0.81470156,0.05924247,0.001070649,0.040241916,0.0020679657,0.0012664871,0.0008345829],"genre_scores_gemma":[0.7753829,0.03157658,0.017213162,0.17137936,0.00054078933,0.0029127859,0.0008438407,0.00009827047,0.00005231551],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960643,0.00022835989,0.00097152765,0.0013420762,0.00043212454,0.0009615985],"domain_scores_gemma":[0.99633914,0.00034436487,0.0005865415,0.0011025496,0.0000776154,0.0015497702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001444512,0.0003190436,0.00070563157,0.00014498677,0.00087686913,0.0005642104,0.0017549922,0.00004794076,0.000006117559],"category_scores_gemma":[0.00027021096,0.0003370448,0.000065667875,0.0008007128,0.00003173792,0.0010706019,0.002092938,0.0002686374,0.000008081812],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018974202,0.00031466226,0.0017023647,0.2555133,0.000060648646,0.00002856003,0.0015025253,0.000019165163,6.5035516e-7,0.004581277,0.01701242,0.71907467],"study_design_scores_gemma":[0.05210746,0.020583058,0.07937917,0.4273784,0.001217453,0.00018349107,0.0011145163,0.23155482,0.000019073184,0.009367845,0.16819677,0.008897948],"about_ca_topic_score_codex":0.00024943237,"about_ca_topic_score_gemma":0.00026051636,"teacher_disagreement_score":0.7974884,"about_ca_system_score_codex":0.00021959902,"about_ca_system_score_gemma":0.0021595957,"threshold_uncertainty_score":0.99990815},"labels":[],"label_agreement":null},{"id":"W3093271851","doi":"10.2196/20099","title":"eHealth Literacy of German Physicians in the Pre–COVID-19 Era: Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; German; Coronavirus disease 2019 (COVID-19); Health literacy; 2019-20 coronavirus outbreak; Medicine; Telemedicine; Literacy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medical education; Family medicine; Health care; Disease; Political science; Virology; History; Pedagogy","score_opus":0.08300571496572755,"score_gpt":0.5152705726801412,"score_spread":0.43226485771441364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093271851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8618373,0.0022391547,0.00034135245,0.115520455,0.0003171528,0.018500153,0.00013035533,0.00028493576,0.00082909776],"genre_scores_gemma":[0.8804112,0.002147066,0.0003050795,0.10510665,0.00075340155,0.0111088855,0.00006422614,0.00004815126,0.000055313383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99113965,0.0032070102,0.0024496524,0.0009293691,0.00065088144,0.0016234624],"domain_scores_gemma":[0.99434096,0.001162892,0.0012369826,0.0008701736,0.00021630114,0.0021727218],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033227843,0.0004068368,0.0009622503,0.00027518178,0.001967541,0.000019206695,0.00057435187,0.00028221007,0.000079743826],"category_scores_gemma":[0.00052885717,0.0003216165,0.00008369642,0.0015140596,0.00017164175,0.00024017911,0.00013029946,0.0021910535,0.00006108548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014290389,0.003281229,0.43053505,0.033747118,0.00002122755,0.000023053859,0.29163793,0.000028941695,0.00000779787,0.01914151,0.039000276,0.18114683],"study_design_scores_gemma":[0.004054164,0.0021372167,0.860862,0.00029437826,0.000052980697,0.000006558547,0.010994063,0.0007538398,3.2106357e-7,0.0011367972,0.11942982,0.0002778763],"about_ca_topic_score_codex":0.0050723995,"about_ca_topic_score_gemma":0.002341189,"teacher_disagreement_score":0.43032694,"about_ca_system_score_codex":0.0004229392,"about_ca_system_score_gemma":0.005274424,"threshold_uncertainty_score":0.9999236},"labels":[],"label_agreement":null},{"id":"W3093334856","doi":"10.2196/18609","title":"A Smartphone-Based Technique to Detect Dynamic User Preferences for Tailoring Behavioral Interventions: Observational Utility Study of Ecological Daily Needs Assessment","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Drug Abuse","keywords":"mHealth; Psychological intervention; Observational study; Informed consent; Applied psychology; Behavior change; Psychology; Medicine; Internet privacy; Computer science; Social psychology; Alternative medicine; Psychiatry","score_opus":0.3238666979470369,"score_gpt":0.5235510376766634,"score_spread":0.19968433972962657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093334856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762615,0.00009302714,0.014237753,0.0023931179,0.00041523448,0.0059894426,0.00037104776,0.00011681921,0.00012208225],"genre_scores_gemma":[0.98511994,0.0000021676844,0.0074332757,0.0009954909,0.00004018457,0.0062234476,0.000088952336,0.000023834824,0.00007268839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970449,0.00034270008,0.0012558954,0.000544774,0.00026860117,0.0005431132],"domain_scores_gemma":[0.99833703,0.00020631925,0.0004134269,0.00028172787,0.00014662833,0.00061485625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008633799,0.0002308662,0.00049641303,0.00023152173,0.00023410315,0.000036071142,0.00025768895,0.00013315836,0.0001784372],"category_scores_gemma":[0.000058327158,0.00021968028,0.00016305127,0.0005201421,0.000066843815,0.0001677008,0.00010542232,0.00031974755,0.000009245344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006604033,0.033662226,0.7337578,0.016318325,0.0001869601,0.0000132931955,0.008710149,0.000038234364,0.000115169656,0.007312665,0.0038951952,0.18938594],"study_design_scores_gemma":[0.0021224066,0.023299186,0.9698766,0.00021204367,0.0000670636,0.0000023252546,0.0029202024,0.00022074975,0.000018735911,0.00063230965,0.0004447935,0.00018357452],"about_ca_topic_score_codex":0.0003631827,"about_ca_topic_score_gemma":0.0008274208,"teacher_disagreement_score":0.2361188,"about_ca_system_score_codex":0.00022459855,"about_ca_system_score_gemma":0.00031660465,"threshold_uncertainty_score":0.89583015},"labels":[],"label_agreement":null},{"id":"W3093368927","doi":"10.2196/19412","title":"Exploring the Effects of a Brief Biofeedback Breathing Session Delivered Through the BioBase App in Facilitating Employee Stress Recovery: Randomized Experimental Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Biofeedback; Mindfulness; Breathing; Heart rate variability; Psychological intervention; Diaphragmatic breathing; Physical therapy; Medicine; Stress management; Muscle tension; Psychology; Physical medicine and rehabilitation; Heart rate; Anesthesia; Clinical psychology; Blood pressure; Internal medicine; Nursing","score_opus":0.07925787382201871,"score_gpt":0.3557217578657743,"score_spread":0.2764638840437556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093368927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875718,0.0016581572,0.00010452131,0.0055392813,0.00016900076,0.0048536346,0.000020557132,0.000050271057,0.00003278016],"genre_scores_gemma":[0.99689174,0.0003820322,0.00016679263,0.0019198187,0.000113947164,0.00049185765,0.000007723886,0.000018004786,0.000008072014],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9968295,0.0012299189,0.0008299897,0.0004235364,0.00025235504,0.00043469033],"domain_scores_gemma":[0.99675393,0.002435547,0.00021671088,0.00030030153,0.00004223609,0.00025124985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015742251,0.0002212138,0.0009011188,0.00004905398,0.00029914014,0.000027690514,0.0001098931,0.000058202342,0.000010246646],"category_scores_gemma":[0.000715462,0.00012499132,0.00011491704,0.0003019241,0.00015486761,0.00020352581,0.00008897362,0.0004714651,0.0000026388043],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.079446875,0.004039416,0.03350715,0.017413542,0.0003287166,0.00011113867,0.7661898,0.00016353307,0.012503199,0.0003220287,0.00020618814,0.085768394],"study_design_scores_gemma":[0.50924474,0.012211035,0.20223258,0.0041340385,0.00073280727,0.000042885284,0.24951567,0.012923372,0.007109163,0.00022907327,0.0007294008,0.00089523423],"about_ca_topic_score_codex":0.0040351166,"about_ca_topic_score_gemma":0.000051102077,"teacher_disagreement_score":0.51667416,"about_ca_system_score_codex":0.00011981057,"about_ca_system_score_gemma":0.00036192266,"threshold_uncertainty_score":0.60999167},"labels":[],"label_agreement":null},{"id":"W3093539385","doi":"10.2196/19609","title":"The Temporal Relationship Between Ecological Pain and Life-Space Mobility in Older Adults With Knee Osteoarthritis: A Smartwatch-Based Demonstration Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Clinical and Translational Science Institute, University of Florida; National Center for Advancing Translational Sciences; University of Florida; National Institute on Aging; National Institutes of Health; National Science Foundation","keywords":"Evening; Morning; Osteoarthritis; Actigraphy; Physical therapy; Medicine; Activities of daily living; Physical medicine and rehabilitation; Psychology","score_opus":0.03458058584167424,"score_gpt":0.33112715746017396,"score_spread":0.29654657161849973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093539385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652933,0.00045256203,0.00014556281,0.030009206,0.000016870792,0.00399107,0.000005566585,0.00005302765,0.000032873937],"genre_scores_gemma":[0.99774927,0.00001380842,0.0003306327,0.0014482572,0.00010355697,0.0002968847,0.000037934245,0.000012116006,0.000007526853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744487,0.0010937811,0.0004925617,0.00041010676,0.00024269619,0.0003159813],"domain_scores_gemma":[0.9975321,0.001484623,0.00014119342,0.00016968511,0.000059962837,0.0006124017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021471828,0.0001591959,0.00032780654,0.000055683253,0.0003305946,0.000026621483,0.000033910033,0.00012554464,0.000004494789],"category_scores_gemma":[0.0009250748,0.00009918802,0.000028878505,0.0003030493,0.00018977368,0.00007130155,0.000014266243,0.00045082165,0.0000014165847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010287638,0.00035077595,0.98192286,0.0016611795,0.0000040790105,0.0000029444905,0.0024286325,0.0000025804954,3.9033782e-7,0.00006909076,0.000048063997,0.012480608],"study_design_scores_gemma":[0.0053219963,0.010864606,0.97637296,0.00017128771,0.000023488392,9.1395685e-7,0.006245002,0.00079592504,1.6589945e-7,0.00006234603,0.000047139787,0.00009419859],"about_ca_topic_score_codex":0.00016955154,"about_ca_topic_score_gemma":0.0010900117,"teacher_disagreement_score":0.032456025,"about_ca_system_score_codex":0.00006048601,"about_ca_system_score_gemma":0.0004349752,"threshold_uncertainty_score":0.40447703},"labels":[],"label_agreement":null},{"id":"W3093643609","doi":"10.2196/21209","title":"Understanding User Behavior Through the Use of Unsupervised Anomaly Detection: Proof of Concept Using Internet of Things Smart Home Thermostat Data for Improving Public Health Surveillance","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; University of Waterloo","funders":"","keywords":"Computer science; Internet privacy; The Internet; Wearable computer; Event (particle physics); Anomaly detection; Public health; Ubiquitous computing; Tracking (education); Computer security; Behavioral pattern; Public health surveillance; Activity recognition; Mental health; Human–computer interaction; World Wide Web; Psychology; Data mining; Medicine; Artificial intelligence; Psychiatry","score_opus":0.49004135729622494,"score_gpt":0.3793201948349918,"score_spread":0.11072116246123315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093643609","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28934652,0.00046872726,0.7044608,0.003582862,0.00021784469,0.0016651644,0.00020787136,0.000046811463,0.0000033854808],"genre_scores_gemma":[0.9920149,0.000032319604,0.006500205,0.0013020564,0.00005270095,0.000040491508,0.000029762201,0.00002345147,0.0000041406956],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969536,0.00052616245,0.0010381461,0.00061218924,0.00037877396,0.00049114524],"domain_scores_gemma":[0.9966296,0.0006768494,0.0013559682,0.00080011785,0.00027116973,0.00026632022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013368594,0.00020787898,0.0006718467,0.0000953619,0.00023069319,0.00010443898,0.0007684887,0.00008828944,0.0000033240462],"category_scores_gemma":[0.00016231247,0.00016857887,0.00007320328,0.0006013088,0.00019127007,0.001704733,0.00039900327,0.00022825667,1.369942e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010877354,0.0014030227,0.111812666,0.029189905,0.00034682069,0.000007432846,0.17761923,0.00008179858,0.004111399,0.009214608,0.0014957445,0.66362965],"study_design_scores_gemma":[0.009845105,0.008038474,0.04504224,0.0010467679,0.00016286729,0.00017411077,0.015357184,0.90560657,0.004202143,0.0004955527,0.00851221,0.00151677],"about_ca_topic_score_codex":0.003802054,"about_ca_topic_score_gemma":0.00044004983,"teacher_disagreement_score":0.9055248,"about_ca_system_score_codex":0.00017847783,"about_ca_system_score_gemma":0.0010582731,"threshold_uncertainty_score":0.6874447},"labels":[],"label_agreement":null},{"id":"W3093716087","doi":"10.2196/19844","title":"Weight Management Apps in Saudi Arabia: Evaluation of Features and Quality","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight management; Mobile apps; mHealth; Overweight; App store; Scale (ratio); Rating scale; Population; Medicine; Computer science; Obesity; World Wide Web; Psychology; Psychological intervention; Nursing; Environmental health","score_opus":0.15731773745704603,"score_gpt":0.501986657211101,"score_spread":0.344668919754055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093716087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9261654,0.011253754,0.00015010704,0.0394499,0.0003016483,0.01129696,0.00011784382,0.000114877344,0.011149521],"genre_scores_gemma":[0.9671476,0.014657595,0.00083929364,0.0120006595,0.00028085412,0.004851691,0.00006581452,0.00002967999,0.0001268313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99447954,0.0015470824,0.0016495995,0.0007003238,0.00065605616,0.0009673922],"domain_scores_gemma":[0.9969213,0.00042049796,0.00075108744,0.00038796078,0.00023701096,0.0012821598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004861123,0.00025021288,0.0006822923,0.00021773115,0.00063227216,0.000006299199,0.00014902654,0.00028688568,0.0001075811],"category_scores_gemma":[0.00018823256,0.00023273335,0.000036801095,0.0006232557,0.00011201022,0.00011065889,0.00012122943,0.0008980361,0.00002639855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012253501,0.0004431439,0.27557114,0.054092854,0.00003240568,0.0000035011815,0.01342791,0.000018365723,0.000034735003,0.14187428,0.029181901,0.4840944],"study_design_scores_gemma":[0.0044620265,0.00019900911,0.95260966,0.00030671534,0.00007037682,0.0000022208021,0.0025255529,0.00046811672,0.0000031657296,0.002195849,0.036966626,0.0001906891],"about_ca_topic_score_codex":0.0009467671,"about_ca_topic_score_gemma":0.0010965312,"teacher_disagreement_score":0.6770385,"about_ca_system_score_codex":0.00026168296,"about_ca_system_score_gemma":0.0011196119,"threshold_uncertainty_score":0.94905907},"labels":[],"label_agreement":null},{"id":"W3093779021","doi":"10.2196/22108","title":"Evaluating the Utility of Smartphone-Based Sensor Assessments in Persons With Multiple Sclerosis in the Real-World Using an App (elevateMS): Observational, Prospective Pilot Digital Health Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Novartis Pharmaceuticals Corporation","keywords":"Observational study; mHealth; Quality of life (healthcare); Montreal Cognitive Assessment; Medicine; Physical therapy; Physical medicine and rehabilitation; Activities of daily living; Cognition; Psychiatry; Cognitive impairment; Psychological intervention","score_opus":0.5669518048585205,"score_gpt":0.5151577041277144,"score_spread":0.051794100730806036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093779021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98357666,0.00012502821,0.000046622223,0.009072533,0.000021868656,0.0069265673,0.0001270262,0.00003753541,0.00006614828],"genre_scores_gemma":[0.99632394,0.00008576514,0.0010941403,0.0018775096,0.00009177298,0.00044239682,0.000048276408,0.000030552863,0.0000056304893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99525124,0.001207858,0.0008937429,0.000682094,0.0012267826,0.0007383125],"domain_scores_gemma":[0.9974702,0.0009896143,0.0004374096,0.00045033972,0.00024077321,0.00041167103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034352043,0.00028072417,0.0007350537,0.0001883828,0.00053162157,0.00006552501,0.00019522755,0.000036921723,0.000008163489],"category_scores_gemma":[0.0005057387,0.0001663098,0.000037414,0.0014614136,0.00025507217,0.00023285867,0.00007529335,0.00072648935,6.328505e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033599401,0.0027914352,0.9756761,0.0011479317,0.000029769337,0.0000031534212,0.013525554,0.00011182152,0.00013899928,0.0000064792707,0.000054600136,0.003154194],"study_design_scores_gemma":[0.0072122887,0.008812135,0.88984245,0.00028465968,0.000023836847,0.0000011489134,0.016015548,0.07768133,0.000007030777,0.0000045508937,0.000006739022,0.00010826348],"about_ca_topic_score_codex":0.011272869,"about_ca_topic_score_gemma":0.010960656,"teacher_disagreement_score":0.085833654,"about_ca_system_score_codex":0.00040780497,"about_ca_system_score_gemma":0.002186384,"threshold_uncertainty_score":0.99531114},"labels":[],"label_agreement":null},{"id":"W3093844085","doi":"10.2196/21576","title":"The Use of Virtual Reality Technologies in the Treatment of Duchenne Muscular Dystrophy: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Málaga","keywords":"Duchenne muscular dystrophy; Cochrane Library; Rehabilitation; Medicine; MEDLINE; Systematic review; Virtual reality; Physical therapy; Scopus; Quality of life (healthcare); Physical medicine and rehabilitation; Muscular dystrophy; Meta-analysis; Computer science; Nursing; Pathology","score_opus":0.09518319804561401,"score_gpt":0.39044887552425295,"score_spread":0.29526567747863897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093844085","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007341594,0.9953022,0.000007073005,0.00069482013,0.00004121665,0.0031120514,0.00009219052,0.0000088168745,0.0000075000175],"genre_scores_gemma":[0.001893417,0.9970462,0.000017075028,0.00017665199,0.000030421046,0.00066066,0.0001510107,0.000015265201,0.000009296779],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971494,0.000998,0.0010592833,0.0003697979,0.00013049222,0.0002929958],"domain_scores_gemma":[0.9979467,0.00024318506,0.00085912657,0.00084302,0.000045668778,0.000062291285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050876394,0.000303503,0.0017821442,0.000042606367,0.00011156604,0.000007641714,0.00033382984,0.00028487542,5.8272923e-7],"category_scores_gemma":[0.0002698113,0.0001448803,0.00030159391,0.00023308284,0.0002671241,0.0000029535404,0.00005438265,0.00019368445,8.897022e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060390303,0.00018479643,0.0000037134305,0.8318713,0.000119035365,0.0000022965828,0.00008425769,5.856701e-7,0.0000020412576,0.00047041642,0.00046180913,0.1667394],"study_design_scores_gemma":[0.00039095848,0.003025174,0.00003930654,0.058044884,0.001255082,0.000019893221,0.0003412905,0.000004241814,0.0000028366287,0.000060413877,0.93658733,0.0002285627],"about_ca_topic_score_codex":0.000101148486,"about_ca_topic_score_gemma":0.00006036703,"teacher_disagreement_score":0.9361255,"about_ca_system_score_codex":0.000033044416,"about_ca_system_score_gemma":0.00042517632,"threshold_uncertainty_score":0.5908047},"labels":[],"label_agreement":null},{"id":"W30938681","doi":"10.2196/12652","title":"Approche stylistique de la polyphonie énonciative dans le théâtre de Samuel Beckett.","year":2013,"lang":"fr","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.03475998055468537,"score_gpt":0.36168436918885577,"score_spread":0.3269243886341704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30938681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72410893,0.011800603,0.00037063967,0.0025714177,0.0006589733,0.0010266313,0.00076964014,0.000107093765,0.25858608],"genre_scores_gemma":[0.8735112,0.009649867,0.0009214561,0.0022033288,0.004526637,0.00039619513,0.0015990706,0.00014900722,0.107043214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99600875,0.00069713686,0.00088873174,0.00073444366,0.00037817776,0.0012927664],"domain_scores_gemma":[0.9967848,0.0004962884,0.00086087687,0.00037270077,0.00038027222,0.0011050791],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001118769,0.00065895397,0.0009265117,0.00029582254,0.002483975,0.00056636776,0.00030096516,0.0006832187,0.00048468183],"category_scores_gemma":[0.00022001605,0.0006261644,0.0002596051,0.0001274543,0.0006031755,0.0001546703,0.000047793033,0.0011646306,0.000056892088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012566146,0.0005835088,0.0024763702,0.0045479066,0.0001762841,0.000026748377,0.1257954,0.000015279282,0.00002591831,0.85603887,0.0074738977,0.0027141483],"study_design_scores_gemma":[0.0028680228,0.0010688312,0.10444718,0.0016313377,0.0026312394,0.000050917875,0.37976173,0.0068654185,0.00017971745,0.04427894,0.45373318,0.0024834862],"about_ca_topic_score_codex":0.14228554,"about_ca_topic_score_gemma":0.020179978,"teacher_disagreement_score":0.81175995,"about_ca_system_score_codex":0.00059172674,"about_ca_system_score_gemma":0.005147471,"threshold_uncertainty_score":0.99961895},"labels":[],"label_agreement":null},{"id":"W3093994489","doi":"10.2196/17577","title":"Evaluating Patient-Centered Mobile Health Technologies: Definitions, Methodologies, and Outcomes","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; CLARITY; Health care; Digital health; Patient satisfaction; Computer science; Data science; Medicine; Knowledge management; Psychological intervention; Nursing","score_opus":0.4355863402892076,"score_gpt":0.5565044476215374,"score_spread":0.12091810733232977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093994489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65899324,0.051870424,0.0025218495,0.24665928,0.0010896298,0.032843266,0.0009343305,0.0037219266,0.0013660538],"genre_scores_gemma":[0.7448838,0.047410313,0.044169664,0.12467486,0.00024187834,0.03814244,0.00027344818,0.00013577618,0.00006786635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914881,0.0019947663,0.0023457094,0.0012587867,0.00051414024,0.0023984853],"domain_scores_gemma":[0.99301356,0.0021586122,0.0013959459,0.00069869054,0.00023253699,0.0025006284],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0030226351,0.00052545033,0.001306946,0.00027798506,0.0033923707,0.000028564391,0.00030590637,0.0004984158,0.000103067],"category_scores_gemma":[0.002265559,0.00046108034,0.00008606523,0.0007401189,0.00027038995,0.00020250586,0.0004127265,0.0018383549,0.00011716903],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027556418,0.00014314002,0.035850406,0.008975819,0.000022276628,0.000002571348,0.0063985935,0.0000040624213,0.00001710879,0.012856209,0.016539901,0.9189144],"study_design_scores_gemma":[0.011416948,0.012496248,0.109028466,0.0011735833,0.0001890746,0.000064661,0.07605748,0.002220387,0.000014620768,0.016200079,0.76945233,0.0016861003],"about_ca_topic_score_codex":0.0005696794,"about_ca_topic_score_gemma":0.00011660552,"teacher_disagreement_score":0.9172282,"about_ca_system_score_codex":0.0004070441,"about_ca_system_score_gemma":0.0038358094,"threshold_uncertainty_score":0.9997841},"labels":[],"label_agreement":null},{"id":"W3094097574","doi":"10.2196/22137","title":"The Hospital-Community-Family–Based Telemedicine (HCFT-AF) Program for Integrative Management of Patients With Atrial Fibrillation: Pilot Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Telemedicine; Psychological intervention; Community hospital; Internal medicine; Physical therapy; Emergency medicine; Health care; Nursing","score_opus":0.11940625177922373,"score_gpt":0.4181702264424938,"score_spread":0.2987639746632701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094097574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725591,0.00026605788,0.00033179967,0.010483114,0.00016799671,0.015862806,0.000031781063,0.00010016229,0.00019720609],"genre_scores_gemma":[0.9967031,0.000115736184,0.0018266109,0.0005250121,0.00051223906,0.000054428907,0.00018582205,0.000024756351,0.000052321197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978573,0.000277896,0.00071081263,0.00031880042,0.00048234544,0.00035288694],"domain_scores_gemma":[0.9981477,0.0004088807,0.0004331004,0.00038224383,0.00029271806,0.00033535057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088534795,0.00023933545,0.0005710788,0.00006638148,0.0005801159,0.000025863594,0.00011564883,0.00004214525,0.0000059648532],"category_scores_gemma":[0.00010437632,0.00013726516,0.0001092714,0.00043409926,0.00014680144,0.00007381489,0.00006603562,0.0002448434,0.0000013323323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013662277,0.0002789945,0.9221434,0.0028052663,0.00019849307,0.0000012050482,0.0017851831,0.00001267248,2.9987433e-7,0.0003703609,0.0005517864,0.058190085],"study_design_scores_gemma":[0.015748197,0.034593046,0.93648624,0.000105103376,0.0004051394,9.783186e-8,0.0053264336,0.0004229643,0.0000010436657,0.000056596007,0.006732355,0.00012279715],"about_ca_topic_score_codex":0.000062664956,"about_ca_topic_score_gemma":0.000041219835,"teacher_disagreement_score":0.05806729,"about_ca_system_score_codex":0.00009237937,"about_ca_system_score_gemma":0.00016731527,"threshold_uncertainty_score":0.5597511},"labels":[],"label_agreement":null},{"id":"W3094131405","doi":"10.2196/24718","title":"Comparison of Mobile Health Technology Use for Self-Tracking Between Older Adults and the General Adult Population in Canada: Cross-Sectional Survey","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal; University of Ottawa","funders":"","keywords":"mHealth; Gerontology; Population; Telemedicine; Cross-sectional study; Medicine; Health care; Environmental health; Psychological intervention; Nursing","score_opus":0.13383106586007773,"score_gpt":0.4940869650158223,"score_spread":0.3602558991557445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094131405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97707915,0.001889719,0.0002767139,0.0071740844,0.00025799684,0.012492006,0.0007329103,0.00008932756,0.000008109353],"genre_scores_gemma":[0.98155016,0.0014635677,0.000977422,0.006465949,0.00033225305,0.008642679,0.0005137267,0.000044308403,0.000009927807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99381727,0.0010358321,0.0027420947,0.0007468045,0.00036369602,0.0012943095],"domain_scores_gemma":[0.9942736,0.0022802528,0.001552284,0.00034690165,0.00050289585,0.0010440452],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024003414,0.00029405102,0.0011803339,0.00020830396,0.0015390211,0.000017069446,0.0002127206,0.00034941695,0.000010894712],"category_scores_gemma":[0.000541812,0.00024487433,0.000045685636,0.0007355834,0.00014274607,0.00015238687,0.00009811784,0.0011392562,0.0000018241916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007617383,0.00006345975,0.9706672,0.005202508,0.000008564326,1.2694404e-7,0.0019454415,0.000023902021,2.3517521e-7,0.0033706417,0.00083324837,0.01712297],"study_design_scores_gemma":[0.0055872123,0.00036485365,0.9862072,0.00014304777,0.000010804614,0.0000012547977,0.0011088471,0.0039502443,7.438283e-7,0.00014100534,0.002330352,0.0001544727],"about_ca_topic_score_codex":0.7273158,"about_ca_topic_score_gemma":0.74560875,"teacher_disagreement_score":0.018292984,"about_ca_system_score_codex":0.00089511287,"about_ca_system_score_gemma":0.0068292124,"threshold_uncertainty_score":0.99976087},"labels":[],"label_agreement":null},{"id":"W3094224775","doi":"10.2196/23123","title":"Myofunctional Therapy App for Severe Apnea–Hypopnea Sleep Obstructive Syndrome: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Epworth Sleepiness Scale; Obstructive sleep apnea; Randomized controlled trial; Pittsburgh Sleep Quality Index; Hypopnea; Apnea–hypopnea index; Physical therapy; Apnea; Polysomnography; Internal medicine; Sleep quality; Insomnia","score_opus":0.0628016641361659,"score_gpt":0.3659577968329302,"score_spread":0.30315613269676434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094224775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93939096,0.0023025076,0.0022918216,0.019634288,0.0010449925,0.033968057,0.00012738442,0.00023362116,0.0010063836],"genre_scores_gemma":[0.98577523,0.00041953987,0.00151423,0.005329161,0.0014487284,0.005037207,0.00013019689,0.00008418688,0.00026148828],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99538654,0.000680404,0.0012043815,0.0008768715,0.00085661636,0.0009951767],"domain_scores_gemma":[0.9953842,0.0018624678,0.00048828975,0.00031339953,0.00043982174,0.0015118261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001694668,0.00045620545,0.0028517928,0.00023140477,0.0004826853,0.000053075197,0.00015619196,0.0002144097,0.00028116247],"category_scores_gemma":[0.0010493558,0.00033273952,0.00050014904,0.00040225117,0.00037858196,0.00015047702,0.000053920056,0.00072929997,0.000032499072],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9817897,0.00043401646,0.00024203629,0.001001451,0.0005340019,0.000015542126,0.0006776246,0.000002914543,0.00006320854,0.0015128708,0.00054582086,0.013180807],"study_design_scores_gemma":[0.9805088,0.009216849,0.0027993056,0.000023158429,0.0003027136,0.0001513485,0.0003795887,0.0040380056,0.000014756453,0.0007536689,0.0015419476,0.00026987263],"about_ca_topic_score_codex":0.000050994786,"about_ca_topic_score_gemma":0.000002356192,"teacher_disagreement_score":0.046384316,"about_ca_system_score_codex":0.00022451267,"about_ca_system_score_gemma":0.0006693336,"threshold_uncertainty_score":0.99991244},"labels":[],"label_agreement":null},{"id":"W3094264969","doi":"10.2196/20982","title":"Using mHealth to Provide Mobile App Users With Visualization of Health Checkup Data and Educational Videos on Lifestyle-Related Diseases: Methodological Framework for Content Development","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center of Innovation Program; Japan Science and Technology Agency; University of Tokyo","keywords":"Storyboard; mHealth; Medicine; Health literacy; Disease; Multimedia; eHealth; Computer science; Health care; Psychological intervention; Nursing; Pathology","score_opus":0.435269770385834,"score_gpt":0.5592570401686869,"score_spread":0.12398726978285296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094264969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6613914,0.0058151833,0.19568026,0.08974201,0.0007022276,0.044384137,0.0017852733,0.00042462774,0.00007489344],"genre_scores_gemma":[0.67363733,0.0027982944,0.2263436,0.076239675,0.0008422578,0.01776102,0.00210674,0.00018899931,0.00008208214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916037,0.0016864255,0.002858676,0.0015874096,0.0006187881,0.0016450284],"domain_scores_gemma":[0.98979545,0.0031012776,0.0019679035,0.00084693526,0.00043849307,0.003849972],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038416344,0.00051737693,0.0014032676,0.00030102403,0.0022894586,0.000023587017,0.00044104393,0.0004035462,0.000053390293],"category_scores_gemma":[0.0015454439,0.00043216557,0.000048965652,0.00090987945,0.00018274089,0.00020001699,0.0002658388,0.0008677194,0.000016944135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012451659,0.0032099986,0.31516448,0.117529266,0.00023675896,0.0000029820735,0.04536794,0.0006876876,0.000069918555,0.18182524,0.024482999,0.29897106],"study_design_scores_gemma":[0.015601578,0.015352854,0.57360417,0.0075456644,0.00049251993,0.000030113992,0.01823338,0.019571276,0.000026837173,0.0054335254,0.34190488,0.0022031944],"about_ca_topic_score_codex":0.0004867613,"about_ca_topic_score_gemma":0.000125331,"teacher_disagreement_score":0.31742188,"about_ca_system_score_codex":0.0005933364,"about_ca_system_score_gemma":0.011455265,"threshold_uncertainty_score":0.999813},"labels":[],"label_agreement":null},{"id":"W3094303471","doi":"10.2196/18426","title":"Implementation and Application of Telemedicine in China: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Teleradiology; Computer science; Videoconferencing; Telepathology; DICOM; Medical emergency; Cross-sectional study; Medicine; Telecommunications; Health care; Artificial intelligence","score_opus":0.05805936366554604,"score_gpt":0.4642908680096392,"score_spread":0.40623150434409316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094303471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899709,0.00029447346,0.000418586,0.006736276,0.000044913475,0.0024140906,0.000019412944,0.000035294317,0.00006604761],"genre_scores_gemma":[0.99629384,0.00024760127,0.00029273165,0.002622388,0.00025503561,0.00014710924,0.00012216638,0.000014743863,0.000004363789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980066,0.000072879535,0.0009304712,0.0003625865,0.00032687726,0.00030062432],"domain_scores_gemma":[0.99901557,0.000050143415,0.00029429467,0.00011587538,0.00007059467,0.00045349455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066034484,0.00013446786,0.00037230217,0.00018187486,0.000104544626,0.0000072418943,0.000034785677,0.0000554371,0.000048582115],"category_scores_gemma":[0.000035840425,0.00011967876,0.000016453516,0.00038434222,0.000066695444,0.000095291034,0.000026956346,0.00022973762,0.0000016201834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042558947,0.0001735295,0.94763595,0.0013865842,0.0000083957375,0.0000031938166,0.003278534,6.291143e-7,0.00010077425,0.00021115081,0.00015574093,0.046619937],"study_design_scores_gemma":[0.0072949547,0.0034881416,0.98509294,0.000013593613,0.000034904755,0.000021800623,0.0031100716,0.0003116295,0.000026293992,0.00005840173,0.00047977423,0.00006749408],"about_ca_topic_score_codex":0.0022571394,"about_ca_topic_score_gemma":0.00045935248,"teacher_disagreement_score":0.046552442,"about_ca_system_score_codex":0.00006896386,"about_ca_system_score_gemma":0.00022927237,"threshold_uncertainty_score":0.48803583},"labels":[],"label_agreement":null},{"id":"W3094419900","doi":"10.2196/17213","title":"Screening for Hearing Impairment in Older Adults by Smartphone-Based Audiometry, Self-Perception, HHIE Screening Questionnaire, and Free-Field Voice Test: Comparative Evaluation of the Screening Accuracy With Standard Pure-Tone Audiometry","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Audiology; Medicine; Audiometry; Audiologist; Hearing loss; Audiogram; Pure tone audiometry; Gold standard (test); Hearing test; Test (biology); Quality of life (healthcare)","score_opus":0.07598586825670796,"score_gpt":0.39482492580349265,"score_spread":0.3188390575467847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094419900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956356,0.0003638665,0.031324487,0.008884045,0.000059514357,0.0028334022,0.000089232846,0.000076910044,0.000012544096],"genre_scores_gemma":[0.9864416,0.000053195952,0.011007633,0.0021363758,0.00008106374,0.00023504363,0.000013426053,0.000028548688,0.0000030753824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965008,0.00055493036,0.00071639614,0.00074149296,0.0009346483,0.0005517194],"domain_scores_gemma":[0.9970403,0.0014990737,0.000483703,0.00029213083,0.00028658457,0.00039821345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021180918,0.00027623517,0.00048388282,0.0002975271,0.00065687456,0.000079671176,0.00019270726,0.00013481638,0.000006574698],"category_scores_gemma":[0.0019597108,0.00021075214,0.000057091263,0.0014177507,0.00015566495,0.00033987308,0.000088861154,0.00044214804,3.981648e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053979736,0.000927925,0.7639518,0.007912032,0.000036048303,0.0000020284378,0.033974342,0.0030722665,0.012535643,0.000088849134,0.0018519708,0.17024912],"study_design_scores_gemma":[0.0068227155,0.0023745159,0.8999794,0.0012593264,0.00005780279,0.0000055214796,0.0016133281,0.0854072,0.0021428184,0.000033936663,0.000058182297,0.00024522995],"about_ca_topic_score_codex":0.0005633305,"about_ca_topic_score_gemma":0.00010170396,"teacher_disagreement_score":0.17000389,"about_ca_system_score_codex":0.00020794052,"about_ca_system_score_gemma":0.00047035492,"threshold_uncertainty_score":0.8594223},"labels":[],"label_agreement":null},{"id":"W3094514955","doi":"10.2196/21454","title":"African American Emerging Adult Perspectives on Unintended Pregnancy and Meeting Their Needs With Mobile Technology: Mixed Methods Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unintended pregnancy; Unintended consequences; Reproductive health; Mobile technology; Population; Pregnancy; Focus group; Qualitative research; Medicine; Psychology; Mobile device; Environmental health; Political science; Family planning; Business; Sociology; Computer science; Marketing; Social science","score_opus":0.12081332522329773,"score_gpt":0.5187701822548675,"score_spread":0.39795685703156974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094514955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95864785,0.0030870626,0.00069020246,0.031272523,0.00017225335,0.0047745006,0.000040170202,0.00044513142,0.00087029923],"genre_scores_gemma":[0.9900866,0.001491542,0.004547469,0.0023975016,0.00029912824,0.0009564443,0.000008564001,0.0000830028,0.0001297404],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99200714,0.0041499217,0.0009222475,0.0012864147,0.00033888052,0.0012953856],"domain_scores_gemma":[0.9963355,0.0007211754,0.0009687803,0.0004795975,0.00048199273,0.0010129424],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017369541,0.00052362715,0.0011174855,0.00048629305,0.0020560492,0.000015036606,0.00021172769,0.00016657385,0.000013264867],"category_scores_gemma":[0.0004629506,0.00035586732,0.000040161754,0.0019574866,0.0008741921,0.00012922232,0.00021212843,0.0019239637,0.000009064306],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012568064,0.0007565614,0.020080833,0.0020170317,0.0000785436,0.000006358009,0.91302764,0.0000028685236,0.000045493587,0.0041096047,0.00019884935,0.058419418],"study_design_scores_gemma":[0.0017971591,0.008287186,0.016857633,0.00068890414,0.00004798203,0.0000040147834,0.9706411,0.00010682799,0.0000160648,0.000261762,0.00094235037,0.0003490221],"about_ca_topic_score_codex":0.0006055773,"about_ca_topic_score_gemma":0.00014331739,"teacher_disagreement_score":0.0580704,"about_ca_system_score_codex":0.0002538022,"about_ca_system_score_gemma":0.0006765149,"threshold_uncertainty_score":0.9998893},"labels":[],"label_agreement":null},{"id":"W3094866934","doi":"10.2196/24326","title":"User Experience of Mobile Personal Health Records for the Emergency Department: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy","keywords":"Emergency department; mHealth; Medical emergency; Medical record; Medicine; Computer science; Internet privacy; Nursing; Psychological intervention","score_opus":0.17050621967003488,"score_gpt":0.5548245113908642,"score_spread":0.3843182917208293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094866934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9297898,0.015591193,0.009359802,0.019818109,0.0033400853,0.021469386,0.00022794073,0.0002049248,0.00019879745],"genre_scores_gemma":[0.9712466,0.0044147233,0.0034408926,0.007482431,0.0011721356,0.011569385,0.000033619548,0.00009885864,0.0005413426],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9893196,0.004325107,0.0028105392,0.00092403416,0.00054377876,0.0020769031],"domain_scores_gemma":[0.9937819,0.0021231305,0.0016666456,0.00057812367,0.00031911713,0.0015310558],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070959604,0.00041940852,0.0012602804,0.00011766203,0.002545713,0.000009586382,0.00046191135,0.00023023573,0.0002924609],"category_scores_gemma":[0.00044249825,0.000305014,0.00015032309,0.000739797,0.00010789953,0.00014938906,0.00016754089,0.0011227758,0.000022624581],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019177173,0.0011225881,0.20162803,0.02527128,0.0001652041,0.000002104506,0.3826817,0.000006845033,0.00004435294,0.0016298735,0.10180175,0.28372857],"study_design_scores_gemma":[0.006204737,0.015847657,0.20023425,0.0003176694,0.0001437456,0.000008654961,0.2378745,0.00444907,0.00001571455,0.00018625219,0.534028,0.0006897855],"about_ca_topic_score_codex":0.0032574122,"about_ca_topic_score_gemma":0.0018801155,"teacher_disagreement_score":0.4322262,"about_ca_system_score_codex":0.00049736205,"about_ca_system_score_gemma":0.0041900445,"threshold_uncertainty_score":0.9999402},"labels":[],"label_agreement":null},{"id":"W3095158684","doi":"10.2196/22997","title":"ReMindCare App for Early Psychosis: Pragmatic Real World Intervention and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Generalitat Valenciana; European Commission","keywords":"Usability; Intervention (counseling); Psychosis; Mobile apps; mHealth; Psychology; Computer science; Medicine; World Wide Web; Human–computer interaction; Psychiatry; Psychological intervention","score_opus":0.09224453319718896,"score_gpt":0.4700332752282423,"score_spread":0.37778874203105334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095158684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982979,0.00064136466,0.00016014425,0.008064398,0.00072653266,0.004483104,0.00019308247,0.00016985611,0.0025825247],"genre_scores_gemma":[0.9957831,0.00001908109,0.00031139574,0.0014307764,0.00020740132,0.0014905094,0.000044406577,0.000038922855,0.00067442557],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99695855,0.00034947673,0.0010754563,0.00077371113,0.00020428958,0.0006385392],"domain_scores_gemma":[0.99808294,0.00020340197,0.00038325353,0.00033742693,0.00007344967,0.0009195085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093092566,0.0002460101,0.0004675689,0.00013934825,0.00029330913,0.00007500454,0.00015478522,0.00009692669,0.000088696885],"category_scores_gemma":[0.000064427615,0.00024122994,0.00010706484,0.00034316018,0.00009869576,0.00020903455,0.000074030606,0.00031760221,0.0000451819],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033516781,0.00560239,0.45176134,0.014068088,0.00013176746,0.000008873263,0.030052891,1.9349618e-7,0.0000014768355,0.0107602645,0.017391058,0.46686998],"study_design_scores_gemma":[0.004142552,0.009404477,0.9744604,0.00027979547,0.00009122041,0.000007229419,0.0057000746,0.00006197887,0.0000014948265,0.002044476,0.0035628497,0.00024342736],"about_ca_topic_score_codex":0.0012558777,"about_ca_topic_score_gemma":0.0014394998,"teacher_disagreement_score":0.52269906,"about_ca_system_score_codex":0.0001361795,"about_ca_system_score_gemma":0.000061696606,"threshold_uncertainty_score":0.98370713},"labels":[],"label_agreement":null},{"id":"W3095177307","doi":"10.2196/23194","title":"COVID-19 Contact Tracing Apps: A Technologic Tower of Babel and the Gap for International Pandemic Control","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Interoperability; Pandemic; Coronavirus disease 2019 (COVID-19); Internet privacy; Tower of Babel; Computer science; Computer security; Business; World Wide Web; Geography; Medicine; Infectious disease (medical specialty)","score_opus":0.0945276975982196,"score_gpt":0.3793646659079247,"score_spread":0.2848369683097051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095177307","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1406147,0.0037090024,0.664199,0.18713662,0.0003605589,0.0030321807,0.00010023359,0.00043414367,0.00041354084],"genre_scores_gemma":[0.9621985,0.0002880992,0.0011389146,0.03613212,0.00008790203,0.0001305158,0.000003408998,0.000008696717,0.000011866579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998323,0.000081455735,0.0005193293,0.00046473523,0.00023110291,0.00038036352],"domain_scores_gemma":[0.997496,0.00129875,0.0003231313,0.00024206696,0.00010134274,0.00053869927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094879733,0.0001692236,0.00040726838,0.00010202547,0.00022942974,0.00010450863,0.0005151114,0.00009667328,0.000004187078],"category_scores_gemma":[0.0013310459,0.00012113074,0.00006731662,0.00022165905,0.00012208484,0.00033154496,0.00013485564,0.00025681756,8.593009e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006342933,0.0003772074,0.050238136,0.011326375,0.00023572626,0.000029447172,0.029116578,0.00018795831,0.000809641,0.652435,0.0049871895,0.2439138],"study_design_scores_gemma":[0.096351475,0.007004587,0.03974645,0.0008736248,0.00028518023,0.0002863062,0.0042565214,0.6809066,0.00022696523,0.08310112,0.08495557,0.0020056057],"about_ca_topic_score_codex":0.00014454758,"about_ca_topic_score_gemma":0.000046516576,"teacher_disagreement_score":0.82158375,"about_ca_system_score_codex":0.000134332,"about_ca_system_score_gemma":0.00079423113,"threshold_uncertainty_score":0.4939568},"labels":[],"label_agreement":null},{"id":"W3095188206","doi":"10.2196/20625","title":"A Real-Time Eating Detection System for Capturing Eating Moments and Triggering Ecological Momentary Assessments to Obtain Further Context: System Development and Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health; Semiconductor Research Corporation","keywords":"Meal; Eating behavior; Context (archaeology); Psychology; Computer science; Medicine; Food science; Biology; Obesity; Internal medicine","score_opus":0.06814364560730146,"score_gpt":0.3673722957832956,"score_spread":0.29922865017599415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095188206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99493307,0.00019389352,0.00044556014,0.00075915275,0.00006867276,0.0034018834,0.000016553819,0.000105262494,0.0000759702],"genre_scores_gemma":[0.9963209,0.00004166105,0.0024123073,0.00031421703,0.00017925065,0.0006740974,0.00002184025,0.000020891188,0.000014857485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982729,0.00013349018,0.00054696435,0.00044932577,0.0002327429,0.00036460764],"domain_scores_gemma":[0.99904704,0.00012852153,0.00018079158,0.000063283216,0.00006460194,0.00051577773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007846557,0.00018912183,0.0004800595,0.00007789996,0.0005898831,0.000041624266,0.000026226668,0.00006051329,0.0000016647708],"category_scores_gemma":[0.000030776366,0.0001635082,0.000021500955,0.00011935464,0.000013277506,0.00006812499,0.00007370248,0.00011258872,0.0000016022502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005405876,0.0014708596,0.6844075,0.06965531,0.0006673463,0.00010271303,0.041609276,0.000046783112,0.0053109764,0.00018072456,0.00025271508,0.19088997],"study_design_scores_gemma":[0.01187244,0.00797975,0.8609003,0.0018261679,0.00023792598,0.000071664304,0.109657556,0.0062601855,0.00038923553,0.0000062256668,0.00037053358,0.0004280312],"about_ca_topic_score_codex":0.00022418004,"about_ca_topic_score_gemma":0.000024686125,"teacher_disagreement_score":0.19046195,"about_ca_system_score_codex":0.00051177567,"about_ca_system_score_gemma":0.00007901842,"threshold_uncertainty_score":0.66676706},"labels":[],"label_agreement":null},{"id":"W3095259585","doi":"10.2196/18858","title":"Mobile Apps for Speech-Language Therapy in Adults With Communication Disorders: Review of Content and Quality","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Speech therapy; Computer science; Psychology; Multimedia; Medicine; Audiology","score_opus":0.20701352464290648,"score_gpt":0.5381340122895695,"score_spread":0.331120487646663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095259585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036379186,0.952702,0.000040914227,0.0017258709,0.00008629131,0.043942105,0.00071053504,0.00007993449,0.0003485753],"genre_scores_gemma":[0.00015186908,0.9279198,0.0013336389,0.004584662,0.00012255782,0.06465461,0.0010585011,0.00009924998,0.0000750944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916597,0.0022445607,0.0036894477,0.0009512832,0.00034580287,0.0011091788],"domain_scores_gemma":[0.99237514,0.002013417,0.0031527644,0.0010935463,0.00025575722,0.0011093543],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003507539,0.00062462623,0.003760705,0.00026530167,0.00066248263,0.0000074596674,0.0003865041,0.0005736197,0.00004019246],"category_scores_gemma":[0.00024281841,0.0004680198,0.00017422262,0.00072697276,0.00021176426,0.00009960009,0.0001259211,0.001639523,0.00001046956],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019708845,0.00011073892,0.00017912994,0.4384966,0.000010578318,2.2523496e-7,0.0012672368,6.1593735e-9,1.4182583e-8,0.0010253998,0.000654034,0.558059],"study_design_scores_gemma":[0.002574479,0.0010712987,0.00056835683,0.15770513,0.000113269394,0.000004097897,0.001372296,0.000004226751,2.5838482e-8,0.00007437138,0.8362194,0.00029306742],"about_ca_topic_score_codex":0.0023204826,"about_ca_topic_score_gemma":0.002141044,"teacher_disagreement_score":0.8355653,"about_ca_system_score_codex":0.00033028293,"about_ca_system_score_gemma":0.0038469434,"threshold_uncertainty_score":0.99977714},"labels":[],"label_agreement":null},{"id":"W3095298672","doi":"10.2196/18922","title":"Effectiveness of Internet-Based Multicomponent Interventions for Patients and Health Care Professionals to Improve Clinical Outcomes in Type 2 Diabetes Evaluated Through the INDICA Study: Multiarm Cluster Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Glycated hemoglobin; Randomized controlled trial; Intervention (counseling); Type 2 Diabetes Mellitus; Health care; Family medicine; Type 2 diabetes; Clinical trial; eHealth; Diabetes mellitus; Physical therapy; Nursing; Internal medicine","score_opus":0.0958652793919229,"score_gpt":0.4916801618148097,"score_spread":0.3958148824228868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095298672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94059414,0.0005328308,0.00009008058,0.012328789,0.00079462066,0.045619763,0.000014997685,0.000020199315,0.0000046075115],"genre_scores_gemma":[0.99084115,0.000032034386,0.0002616898,0.004789069,0.00007577297,0.0038444826,0.00012322982,0.000019527306,0.000013043509],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995417,0.0020775194,0.0014957974,0.00040377694,0.00026863083,0.00033725126],"domain_scores_gemma":[0.99597883,0.0027399198,0.0006271281,0.00016319148,0.0001868966,0.00030402956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049732644,0.00019769448,0.0019398037,0.00013209615,0.00010115469,0.000017082079,0.000085740525,0.00007477215,0.0000048198535],"category_scores_gemma":[0.0019276342,0.00011531261,0.00024414877,0.000179703,0.00007870162,0.00004964945,0.00007167407,0.00022906325,0.0000012433551],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.78337395,0.004490151,0.18859491,0.008846473,0.00026034622,1.2819329e-7,0.0079413485,0.0000031096988,7.236079e-7,0.000017691844,0.00034212176,0.006129037],"study_design_scores_gemma":[0.6677486,0.0089939665,0.31924078,0.00057649944,0.00027960143,8.239313e-9,0.0012325477,0.0018245922,0.0000024292187,0.000010775818,0.000017859425,0.00007234115],"about_ca_topic_score_codex":0.00015957243,"about_ca_topic_score_gemma":0.000037194128,"teacher_disagreement_score":0.13064587,"about_ca_system_score_codex":0.00010588241,"about_ca_system_score_gemma":0.0004010576,"threshold_uncertainty_score":0.47023118},"labels":[],"label_agreement":null},{"id":"W3095635024","doi":"10.2196/14864","title":"Smartphone App (2kmFIT-App) for Measuring Cardiorespiratory Fitness: Validity and Reliability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Junta de Andalucía; Universidad de Granada; Fundación Séneca; Ministerio de Economía y Competitividad; European Commission; Ministerio de Ciencia, Innovación y Universidades; European Regional Development Fund; Centro de Investigación Biomédica en Red Fragilidad y Envejecimiento Saludable","keywords":"Cardiorespiratory fitness; Intraclass correlation; Context (archaeology); Reliability (semiconductor); VO2 max; Validity; Heart rate; Criterion validity; Statistics; Medicine; Psychology; Physical therapy; Construct validity; Mathematics; Psychometrics; Internal medicine; Blood pressure; Geography","score_opus":0.10358145511520056,"score_gpt":0.36040914537067037,"score_spread":0.2568276902554698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095635024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99202245,0.002511658,0.00035848058,0.0019323382,0.00020480111,0.0026706953,0.000039279108,0.0001493688,0.000110944035],"genre_scores_gemma":[0.995714,0.0006216659,0.00025088966,0.00230496,0.0007414399,0.0002965249,0.000023716566,0.000034428896,0.000012341015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977114,0.00025165352,0.00047190642,0.0007358823,0.000294906,0.00053420337],"domain_scores_gemma":[0.9981922,0.00012490596,0.00010502566,0.00043558882,0.00014243959,0.0009998537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013398392,0.00024402257,0.0010988933,0.00006245714,0.00030581132,0.000017227192,0.00006617181,0.00013209612,0.0000063316097],"category_scores_gemma":[0.00022566662,0.00021257761,0.00019468466,0.00018867708,0.00011413726,0.00006900128,0.00008547133,0.00034246317,0.0000059092954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03901639,0.0035245973,0.5857275,0.059575185,0.000948911,0.00014207441,0.030891454,0.00013069093,0.001555817,0.00020293721,0.030548709,0.24773571],"study_design_scores_gemma":[0.006451667,0.002958045,0.9790751,0.000051534284,0.00054166187,0.000034249795,0.0011504254,0.00025133687,0.00009516334,0.00013679606,0.008989661,0.00026438557],"about_ca_topic_score_codex":0.00020792734,"about_ca_topic_score_gemma":0.00002046658,"teacher_disagreement_score":0.39334753,"about_ca_system_score_codex":0.000090442416,"about_ca_system_score_gemma":0.0003765448,"threshold_uncertainty_score":0.86686635},"labels":[],"label_agreement":null},{"id":"W3095702117","doi":"10.2196/18653","title":"Engagement, Acceptability, Usability, and Preliminary Efficacy of a Self-Monitoring Mobile Health Intervention to Reduce Sedentary Behavior in Belgian Older Adults: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bijzonder Onderzoeksfonds UGent; Universiteit Gent","keywords":"mHealth; Usability; Sitting; Intervention (counseling); Psychological intervention; Sedentary behavior; Behavior change; Descriptive statistics; Psychology; Feeling; Screen time; Applied psychology; Medicine; Gerontology; Physical therapy; Physical activity; Social psychology; Nursing; Computer science","score_opus":0.09386790969404067,"score_gpt":0.48867110866866376,"score_spread":0.39480319897462307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095702117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859891,0.00090515247,0.000071875176,0.0034817017,0.00017947417,0.00922851,0.000028311293,0.00010119479,0.0000146626135],"genre_scores_gemma":[0.9921943,0.00034454145,0.0053489106,0.00074706814,0.00022319112,0.0010857177,0.000019034824,0.00003402321,0.00000320032],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99515647,0.0016258551,0.0012238075,0.0009233796,0.0003831335,0.00068733114],"domain_scores_gemma":[0.99718183,0.00044003208,0.0003550136,0.0003986084,0.000083841405,0.0015406898],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002692409,0.00030277076,0.0011447547,0.00021885637,0.00023758192,0.00001973498,0.0001393334,0.00011016787,0.000027806578],"category_scores_gemma":[0.00019455691,0.00029272784,0.00010127787,0.00064432167,0.00007804337,0.00020800531,0.0003246819,0.000834777,0.000002273683],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034068844,0.016842293,0.39329827,0.012996942,0.000028203302,0.000008054597,0.04618901,0.0000015007738,0.000105703875,0.000012339903,0.00007236221,0.52703846],"study_design_scores_gemma":[0.0057140472,0.026877385,0.9490691,0.00047569975,0.000106062515,0.000008464538,0.017213056,0.00009876524,0.00017977628,0.000012144609,0.00008012857,0.00016539595],"about_ca_topic_score_codex":0.002965679,"about_ca_topic_score_gemma":0.00019337372,"teacher_disagreement_score":0.5557708,"about_ca_system_score_codex":0.0004108518,"about_ca_system_score_gemma":0.0005221323,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W3095739267","doi":"10.2196/18966","title":"Home-Based Monitoring and Telemonitoring of Complicated Pregnancies: Nationwide Cross-Sectional Survey of Current Practice in the Netherlands","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiotocography; Cross-sectional study; Telemedicine; Medical emergency; Pregnancy; Telehealth; Emergency medicine; Health care","score_opus":0.131604534631359,"score_gpt":0.43450214211024873,"score_spread":0.3028976074788897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095739267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923493,0.0054718712,0.00008534437,0.0013996813,0.00013357769,0.0004474101,0.000042247742,0.000013135627,0.000057430865],"genre_scores_gemma":[0.9986204,0.00063648645,0.00021195361,0.00034014214,0.0001252402,0.000026155247,0.00002969133,0.000007874479,0.0000020419636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99870306,0.00021259938,0.000443266,0.00021564832,0.00023064976,0.00019476726],"domain_scores_gemma":[0.9984473,0.0008567127,0.00025077324,0.00010748247,0.0001804178,0.00015734244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008822436,0.000095197574,0.00027236473,0.00007127543,0.00007754967,0.000008155881,0.000063934065,0.00006139794,0.0000015994093],"category_scores_gemma":[0.0004479942,0.00006972009,0.000019451221,0.0003399277,0.00012514064,0.00006557765,0.000023324925,0.00030577247,4.578579e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007183889,0.00012998426,0.9897421,0.0018258758,0.0000045316633,0.0000032713817,0.0011995217,0.0000071003537,0.0001915001,0.000044593256,0.000010409751,0.006122712],"study_design_scores_gemma":[0.0014347235,0.000560973,0.9970204,0.00010875865,0.000009130981,0.000026743142,0.00016762741,0.00018905188,0.00011050104,0.000021965172,0.00030112054,0.000048968122],"about_ca_topic_score_codex":0.00023290738,"about_ca_topic_score_gemma":0.000009585963,"teacher_disagreement_score":0.007278326,"about_ca_system_score_codex":0.000021739921,"about_ca_system_score_gemma":0.00024833562,"threshold_uncertainty_score":0.28431025},"labels":[],"label_agreement":null},{"id":"W3095910687","doi":"10.2196/20525","title":"ColistinDose, a Mobile App for Determining Intravenous Dosage Regimens of Colistimethate in Critically Ill Adult Patients: Clinician-Centered Design and Development Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; National Institute of Allergy and Infectious Diseases; Monash University","keywords":"Critically ill; Medicine; Intensive care medicine; mHealth; Nursing; Psychological intervention","score_opus":0.1049641828781362,"score_gpt":0.4119757030042586,"score_spread":0.30701152012612243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095910687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99137557,0.00020338965,0.002891752,0.0007353346,0.000068319845,0.0046309493,0.000035659432,0.000028171822,0.0000308503],"genre_scores_gemma":[0.9758729,0.0002683408,0.018571269,0.0050430065,0.00006817103,0.00010692741,0.00002904172,0.000031524527,0.000008850164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978353,0.00012664164,0.00091006636,0.00043383156,0.00020350261,0.00049068924],"domain_scores_gemma":[0.99828595,0.00025976516,0.00023524204,0.00012567031,0.000439355,0.0006540352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052392075,0.00020182089,0.00064404064,0.00010590362,0.00011713196,0.000014794086,0.000069377944,0.00008579416,0.0000053704107],"category_scores_gemma":[0.0004176607,0.0001877532,0.000026397774,0.00015956421,0.000088036766,0.000032027154,0.000056895897,0.0002336041,0.0000013372503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023165073,0.013979553,0.44184336,0.022091294,0.00022149882,0.00016801922,0.06488797,0.0000636509,0.00040669745,0.00024247373,0.00190409,0.4310263],"study_design_scores_gemma":[0.0417222,0.028440638,0.90296865,0.0008368105,0.0003256765,0.000015523676,0.005191405,0.016762536,0.00039277188,0.000030246365,0.0027550408,0.00055852236],"about_ca_topic_score_codex":0.00003282808,"about_ca_topic_score_gemma":0.000013476786,"teacher_disagreement_score":0.46112525,"about_ca_system_score_codex":0.000055731125,"about_ca_system_score_gemma":0.00044507437,"threshold_uncertainty_score":0.7656353},"labels":[],"label_agreement":null},{"id":"W3096359308","doi":"10.2196/21703","title":"Using Smartphone Sensor Data to Assess Inhibitory Control in the Wild: Longitudinal Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Inhibitory control; Longitudinal data; Psychology; Computer science; Data mining; Neuroscience; Cognition","score_opus":0.4539981311327403,"score_gpt":0.5301369094994898,"score_spread":0.07613877836674948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096359308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97304785,0.00043537846,0.0005266241,0.021413596,0.0008266853,0.0027430118,0.00030817115,0.000058293317,0.00064038555],"genre_scores_gemma":[0.98028225,0.000004251144,0.00027674699,0.018723754,0.00044539792,0.00016088347,0.000034277466,0.000028867333,0.000043545082],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965188,0.0007955905,0.0008222567,0.0007646418,0.00034090664,0.0007578353],"domain_scores_gemma":[0.9980439,0.00025520468,0.00020566233,0.0007376402,0.000037523692,0.00072006235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014441907,0.00021986112,0.00041431768,0.0001383239,0.0002674704,0.000076013675,0.0005029132,0.0000784226,0.000055377448],"category_scores_gemma":[0.00007201024,0.00017890468,0.000034722972,0.00055918284,0.000061633764,0.00022226057,0.00017814626,0.0005098634,0.00013402067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003103335,0.007570313,0.8665408,0.0020749008,0.00010228108,0.0004471434,0.028299222,0.000016971575,0.000019153416,0.00235847,0.04652636,0.042941056],"study_design_scores_gemma":[0.0036440766,0.0031649712,0.97696793,0.00010864678,0.000056626763,0.00006829191,0.010012809,0.00045030116,5.5749257e-7,0.000057937585,0.0052364976,0.00023134123],"about_ca_topic_score_codex":0.0014453963,"about_ca_topic_score_gemma":0.000883237,"teacher_disagreement_score":0.11042715,"about_ca_system_score_codex":0.00012688224,"about_ca_system_score_gemma":0.00021503154,"threshold_uncertainty_score":0.72955215},"labels":[],"label_agreement":null},{"id":"W3096544893","doi":"10.2196/22846","title":"Measuring Daily Compliance With Physical Activity Tracking in Ambulatory Surgery Patients: Comparative Analysis of Five Compliance Criteria","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Ambulatory; Medicine; Compliance (psychology); Physical therapy; Perioperative; Register (sociolinguistics); Activity tracker; Physical activity; Surgery; Psychology","score_opus":0.20084795143678663,"score_gpt":0.4080450781248861,"score_spread":0.20719712668809948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096544893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99764794,0.00015502398,0.00011805388,0.0012730011,0.00004109369,0.000553473,0.000065709726,0.000043050408,0.00010263881],"genre_scores_gemma":[0.99853295,0.000036734073,0.00032606997,0.0009737059,0.000055814005,0.000021672908,0.00003086328,0.000015740203,0.000006442983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981325,0.0001455336,0.0004252558,0.000477477,0.0003808059,0.0004384064],"domain_scores_gemma":[0.9984443,0.00032544238,0.0003642751,0.0002200671,0.00016026763,0.00048562014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018439985,0.0002325636,0.001417761,0.00019953652,0.00010398546,0.000012947516,0.000060098293,0.000051710922,0.000012430343],"category_scores_gemma":[0.000047506503,0.00020029352,0.00012981397,0.0010833881,0.00018292622,0.0002125359,0.0000356132,0.0003479905,0.0000041712965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019821182,0.00074613467,0.9798429,0.0029387632,0.00021160174,0.000010842261,0.009304621,0.00012388115,0.00014873622,0.000018971092,0.0002013974,0.0044700084],"study_design_scores_gemma":[0.0016465298,0.00041505604,0.97266585,0.0003917626,0.00022931129,0.0000020185305,0.000497309,0.023860846,0.00009595207,0.0000021843568,0.000040576284,0.00015258277],"about_ca_topic_score_codex":0.0002587833,"about_ca_topic_score_gemma":0.00018410283,"teacher_disagreement_score":0.023736963,"about_ca_system_score_codex":0.00012842473,"about_ca_system_score_gemma":0.00024676032,"threshold_uncertainty_score":0.8167733},"labels":[],"label_agreement":null},{"id":"W3096626898","doi":"10.2196/19237","title":"Digital and Mobile Technologies to Promote Physical Health Behavior Change and Provide Psychological Support for Patients Undergoing Elective Surgery: Meta-Ethnography and Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Newcastle University","keywords":"mHealth; Digital health; Context (archaeology); Psychological intervention; Medicine; Critical appraisal; Systematic review; Elective surgery; Qualitative research; Health care; MEDLINE; Psychology; Nursing; Surgery; Alternative medicine; Sociology","score_opus":0.15708710407122436,"score_gpt":0.438719556493124,"score_spread":0.2816324524218996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096626898","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036156732,0.95803773,0.000015060317,0.0012086137,0.000107409884,0.036270376,0.00050694926,0.00023267698,0.000005502465],"genre_scores_gemma":[0.0018172287,0.96277475,0.00034072864,0.0018977921,0.00009392037,0.03272818,0.00023552074,0.00009163983,0.000020239806],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9954397,0.0003113963,0.001562413,0.0014022939,0.00036033045,0.0009238368],"domain_scores_gemma":[0.9962336,0.0009930477,0.0011566344,0.0004530869,0.00013024171,0.0010334161],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009959046,0.0008277369,0.0078677265,0.0004910698,0.00025469429,0.00009263406,0.000104225925,0.00034483278,0.0000010770468],"category_scores_gemma":[0.00069962605,0.0005529158,0.00051475497,0.0007478602,0.0001782814,0.00026347206,0.00017195556,0.00069386367,0.00000219117],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004081656,0.00021261435,0.00019408048,0.5414002,0.00016198285,0.0000067699293,0.00014457077,1.731319e-10,1.5877639e-8,0.000003956478,0.00030395397,0.45753106],"study_design_scores_gemma":[0.0014320025,0.02568472,0.0014522078,0.6628489,0.026282083,0.0008910808,0.00023813758,0.0000046856076,7.7042876e-7,0.00012675021,0.27913803,0.001900647],"about_ca_topic_score_codex":0.0000066827365,"about_ca_topic_score_gemma":0.0000052860414,"teacher_disagreement_score":0.45563042,"about_ca_system_score_codex":0.00017646395,"about_ca_system_score_gemma":0.0005845679,"threshold_uncertainty_score":0.99969226},"labels":[],"label_agreement":null},{"id":"W3096760029","doi":"10.2196/16158","title":"Use of the patientMpower App With Home-Based Spirometry to Monitor the Symptoms and Impact of Fibrotic Lung Conditions: Longitudinal Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Spirometry; Spirometer; Observational study; Idiopathic pulmonary fibrosis; Quality of life (healthcare); Physical therapy; Vital capacity; Internal medicine; Lung; Asthma; Lung function; Nursing","score_opus":0.08016882494526027,"score_gpt":0.37426102503249065,"score_spread":0.29409220008723036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096760029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939698,0.00034028682,0.00004327655,0.0034342818,0.000052306983,0.0018220472,0.0003188506,0.000013230799,0.000005933552],"genre_scores_gemma":[0.9983502,0.000018303272,0.000073235984,0.0013527287,0.000090006375,0.000062284074,0.000029571918,0.00001441728,0.000009249381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99872804,0.00009919976,0.00036402946,0.00023227006,0.0003546042,0.00022184828],"domain_scores_gemma":[0.9988544,0.00014695647,0.00020600097,0.00022658418,0.00016021743,0.00040586636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001260893,0.00014835785,0.0003307378,0.00006831404,0.00017336191,0.000015853295,0.0000743024,0.000039194994,0.000024271025],"category_scores_gemma":[0.00005978505,0.000076489676,0.00007894805,0.0004132671,0.00014243239,0.000081467224,0.000042648837,0.00016708429,5.6541006e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00492949,0.00044639263,0.99124014,0.0014125574,0.000067949106,0.000003818163,0.00072457304,0.00007165533,0.00006720309,0.00006854202,0.0007324693,0.00023521633],"study_design_scores_gemma":[0.0011175115,0.014557614,0.9822839,0.00034614134,0.00020151041,0.0000071890227,0.0003313695,0.0010476438,0.000009388143,0.000005738887,0.000020080162,0.000071906994],"about_ca_topic_score_codex":0.00037482995,"about_ca_topic_score_gemma":0.000006370812,"teacher_disagreement_score":0.014111221,"about_ca_system_score_codex":0.00007144155,"about_ca_system_score_gemma":0.0004464064,"threshold_uncertainty_score":0.31191584},"labels":[],"label_agreement":null},{"id":"W3097014060","doi":"10.2196/21728","title":"Web-Based Self-management Program (SPACE for COPD) for Individuals Hospitalized With an Acute Exacerbation of Chronic Obstructive Pulmonary Disease: Nonrandomized Feasibility Trial of Acceptability","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; COPD; Pulmonary rehabilitation; Exacerbation; Physical therapy; Self-management; Pulmonary disease; Thematic analysis; Acute exacerbation of chronic obstructive pulmonary disease; Emergency medicine; Internal medicine; Qualitative research","score_opus":0.03483799895879064,"score_gpt":0.3812436603365698,"score_spread":0.3464056613777792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097014060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94994265,0.000737769,0.00087200553,0.0034456528,0.00009428176,0.04310653,0.0015562375,0.00016257356,0.00008227695],"genre_scores_gemma":[0.97606885,0.00020909817,0.01591495,0.00016154253,0.00024458882,0.0063835937,0.00093451736,0.00006495643,0.000017870512],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9958777,0.0004303882,0.0010279552,0.001068241,0.00080766884,0.00078807917],"domain_scores_gemma":[0.9961435,0.00036979932,0.000758216,0.0006827935,0.0005565147,0.0014891621],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011587176,0.00040181217,0.001351306,0.00017043263,0.00021623714,0.000023396618,0.00021546394,0.00015018339,0.0000540158],"category_scores_gemma":[0.00019232056,0.00033344794,0.00029479957,0.00049515656,0.00040646933,0.0002391238,0.00007234749,0.00024740395,4.378536e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8043486,0.008813029,0.06715914,0.06475276,0.0004968525,0.000010728028,0.0006093611,0.000022790598,0.00004684442,0.00046661784,0.00014918811,0.053124093],"study_design_scores_gemma":[0.3347332,0.018527227,0.6201935,0.00017014828,0.0017280006,0.0000022063978,0.00038457464,0.02258855,0.000078126715,0.00043673837,0.0008336929,0.0003240818],"about_ca_topic_score_codex":0.00003252375,"about_ca_topic_score_gemma":0.000009980949,"teacher_disagreement_score":0.5530343,"about_ca_system_score_codex":0.00078097224,"about_ca_system_score_gemma":0.0038487797,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W3097070196","doi":"10.2196/18439","title":"A Mobile Phone–Based App for Use During Cognitive Behavioral Therapy for Adolescents With Anxiety (MindClimb): User-Centered Design and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Izaak Walton Killam Health Centre; Dalhousie University; University of Alberta","funders":"Canadian Institutes of Health Research; IWK Health Centre","keywords":"Usability; Anxiety; System usability scale; mHealth; Applied psychology; Helpfulness; Fidelity; Psychology; Cognitive behavioral therapy; Heuristic evaluation; Clinical psychology; Computer science; Psychological intervention; Human–computer interaction; Psychiatry","score_opus":0.16110528484653291,"score_gpt":0.45583772621095997,"score_spread":0.29473244136442706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097070196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768787,0.0002602509,0.004799255,0.00035259585,0.00020528423,0.016648699,0.0007312922,0.00011858838,0.000005304418],"genre_scores_gemma":[0.98977107,0.00002311163,0.0017200498,0.001539649,0.00008451678,0.0066772965,0.00006922715,0.00006857446,0.000046494286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970608,0.00031507268,0.00068180624,0.000917983,0.00019261762,0.000831723],"domain_scores_gemma":[0.9982113,0.00018240587,0.00031915886,0.00024801955,0.00014251629,0.00089659885],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046253836,0.00033377134,0.00050640735,0.00008441768,0.00045198263,0.00008709155,0.000119327124,0.00011832266,0.000015844145],"category_scores_gemma":[0.000021890815,0.00029801563,0.00009137767,0.0001939725,0.0001405055,0.00024030905,0.000037508617,0.00024163192,0.000005271868],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08923906,0.026642215,0.7662034,0.0076399962,0.00010492087,0.000013762157,0.016754994,0.0000043614878,0.000027474729,0.000045655535,0.000768758,0.09255539],"study_design_scores_gemma":[0.047990933,0.06789427,0.8739976,0.00063332455,0.00018177523,0.000018953744,0.007339919,0.000476399,0.00018598905,0.00004755892,0.0006325116,0.00060075405],"about_ca_topic_score_codex":0.00018557104,"about_ca_topic_score_gemma":0.000114636125,"teacher_disagreement_score":0.107794195,"about_ca_system_score_codex":0.00012644065,"about_ca_system_score_gemma":0.00022949235,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W3097162068","doi":"10.2196/18614","title":"Effect of the Pregnant+ Smartphone App on the Dietary Behavior of Women With Gestational Diabetes Mellitus: Secondary Analysis of a Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Randomized controlled trial; Pregnancy; Prenatal care; Diabetes mellitus; Gestation; Obstetrics; Physical therapy; Internal medicine; Environmental health; Endocrinology; Population","score_opus":0.020640959525289944,"score_gpt":0.32788211628554215,"score_spread":0.3072411567602522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097162068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865512,0.0010759826,0.000007012419,0.0037979702,0.000030264302,0.008262958,0.000094766285,0.000008211028,0.00017158862],"genre_scores_gemma":[0.9962941,0.0005615879,0.00003816861,0.00091971905,0.00003333091,0.002043804,0.00005643107,0.000010024296,0.00004285311],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99683726,0.0011034324,0.00076403643,0.00021374879,0.00073392154,0.00034761],"domain_scores_gemma":[0.99566233,0.0030541897,0.0005974936,0.00022512609,0.00015527837,0.00030555765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027101096,0.00015561278,0.0018509936,0.00018348414,0.000081891856,0.000005846699,0.00010886349,0.000040702504,0.000109405926],"category_scores_gemma":[0.0006445328,0.000067012545,0.00028502702,0.00060387433,0.0003132538,0.000028939594,0.00003482523,0.00021858071,5.979178e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97760445,0.00045744635,0.005135603,0.004252125,0.0021615163,0.000001241972,0.0017177882,0.000043044452,0.00013749082,0.00038429545,0.00017261517,0.0079323985],"study_design_scores_gemma":[0.79865277,0.011834588,0.18272875,0.00023939298,0.0040819864,1.8508587e-7,0.00028492295,0.0016628006,0.00036164167,0.00004007512,0.000035561436,0.000077356686],"about_ca_topic_score_codex":0.00004840403,"about_ca_topic_score_gemma":0.000007832957,"teacher_disagreement_score":0.1789517,"about_ca_system_score_codex":0.000052493982,"about_ca_system_score_gemma":0.000485981,"threshold_uncertainty_score":0.27326924},"labels":[],"label_agreement":null},{"id":"W3097568274","doi":"10.2196/22340","title":"Mobile Phone Apps in Australia for Improving Pregnancy Outcomes: Systematic Search on App Stores","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; mHealth; Popularity; Pregnancy; Internet privacy; Medicine; Psychology; Computer science; Family medicine; Medical education; World Wide Web; Nursing; Psychological intervention; Social psychology","score_opus":0.23099836588202877,"score_gpt":0.544714684038782,"score_spread":0.3137163181567532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097568274","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018222605,0.91715956,0.00015829792,0.00078076724,0.0010801862,0.07930966,0.00082909584,0.00032448428,0.00017570185],"genre_scores_gemma":[0.00049003214,0.8337536,0.0005650435,0.002635026,0.00042960077,0.15988596,0.00048349265,0.00023869671,0.0015185836],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98577225,0.0025937438,0.005474457,0.0020046658,0.00075439125,0.0034004627],"domain_scores_gemma":[0.9893448,0.0033829175,0.0026521136,0.0014355914,0.00023506227,0.0029495307],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003471764,0.0012645749,0.0065147663,0.0009741485,0.0017524229,0.000039199887,0.00075163133,0.0013951475,0.00007906816],"category_scores_gemma":[0.0005295386,0.0009982986,0.0004751699,0.001226831,0.00012417207,0.00013659407,0.00021874308,0.0042031654,0.00074484665],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004692825,0.00022130633,0.00016811785,0.69904286,0.000022885879,0.0000055048017,0.0011660976,5.292035e-7,2.0966217e-8,0.0016663697,0.0032813305,0.29437807],"study_design_scores_gemma":[0.0024323089,0.0010963543,0.00016241115,0.17668028,0.00043287815,0.000007754275,0.0013049092,0.0001049576,2.5627356e-8,0.000106034335,0.81695,0.0007220506],"about_ca_topic_score_codex":0.0013902223,"about_ca_topic_score_gemma":0.00047697045,"teacher_disagreement_score":0.8136687,"about_ca_system_score_codex":0.0021289748,"about_ca_system_score_gemma":0.008071624,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W3097627011","doi":"10.2196/21244","title":"Mobile Phone Access and Implications for Digital Health Interventions Among Adolescents and Young Adults in Zimbabwe: Cross-Sectional Survey","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Medical Research Council; Department for International Development; European Commission; European and Developing Countries Clinical Trials Partnership; Wellcome Trust","keywords":"Mobile phone; Psychological intervention; mHealth; Internet access; Phone; Residence; The Internet; Cross-sectional study; Population; Medicine; Demography; Psychology; Environmental health; Nursing; Telecommunications; Sociology; Computer science","score_opus":0.12694730434591486,"score_gpt":0.5028428617026556,"score_spread":0.37589555735674074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097627011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.973463,0.00424267,0.0015775216,0.004654545,0.00041252672,0.012624976,0.002689316,0.0001911512,0.00014427229],"genre_scores_gemma":[0.96998125,0.007819555,0.0002478145,0.0060121454,0.00036134178,0.014493387,0.0008937177,0.00007070148,0.00012007886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99413466,0.0005202639,0.002274528,0.0012426459,0.00023821469,0.0015896853],"domain_scores_gemma":[0.99482954,0.0005884263,0.0009959349,0.0003983329,0.00034332526,0.0028444743],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019473819,0.0003979108,0.00083793135,0.00030106807,0.0023635768,0.00013849395,0.00029113228,0.00036717803,0.000027063657],"category_scores_gemma":[0.00043288284,0.00041079582,0.00008705083,0.00072600995,0.00028458025,0.000637583,0.0002984914,0.0010974852,0.000015689548],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062183547,0.00023473869,0.96028185,0.015138085,0.0000067552205,2.6839598e-7,0.0014679034,0.0000021077233,7.01249e-7,0.0007282056,0.002722304,0.018795269],"study_design_scores_gemma":[0.0046293573,0.00058635895,0.98846847,0.0006056588,0.000008430125,0.00000687535,0.0003732521,0.00045133452,1.1499836e-7,0.0005259008,0.0040868954,0.00025734818],"about_ca_topic_score_codex":0.0028025282,"about_ca_topic_score_gemma":0.0065214382,"teacher_disagreement_score":0.028186647,"about_ca_system_score_codex":0.00034790233,"about_ca_system_score_gemma":0.0016382292,"threshold_uncertainty_score":0.9998344},"labels":[],"label_agreement":null},{"id":"W3097629648","doi":"10.2196/21094","title":"Feasibility, Usability, and Enjoyment of a Home-Based Exercise Program Delivered via an Exercise App for Musculoskeletal Health in Community-Dwelling Older Adults: Short-term Prospective Pilot Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deakin University","keywords":"Usability; Physical therapy; Gerontology; mHealth; Medicine; Mobile apps; Psychology; Physical medicine and rehabilitation; Nursing; Psychological intervention; Computer science; World Wide Web; Human–computer interaction","score_opus":0.09197189251303825,"score_gpt":0.41662609595616423,"score_spread":0.324654203443126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097629648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971954,0.00081242167,0.00030088553,0.0030064173,0.000043321772,0.023584437,0.0001292682,0.00016141249,0.000007831957],"genre_scores_gemma":[0.995093,0.0005582379,0.0016491638,0.0008748417,0.00010354129,0.0015137949,0.00015153032,0.000054655102,0.0000012565907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957252,0.0006686545,0.0012202717,0.0009554963,0.0004530512,0.000977301],"domain_scores_gemma":[0.99661976,0.00028656545,0.0003608481,0.0006096005,0.00022767746,0.0018955391],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00181585,0.00045006294,0.0018243771,0.00018980341,0.00054261676,0.000030419014,0.00018606425,0.000118780474,0.0000063626294],"category_scores_gemma":[0.00005736735,0.00041143986,0.00010440992,0.00053099653,0.00028962447,0.00024623683,0.00012617625,0.0010850572,7.570204e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028721435,0.08058098,0.50058657,0.063616686,0.000033598746,0.0000061984338,0.03329422,0.000008221353,0.000051516967,0.0000465868,0.000027080128,0.29302692],"study_design_scores_gemma":[0.01455147,0.08633994,0.88660175,0.001516964,0.00014147481,0.0000038791545,0.004712087,0.0054301834,0.00003231735,0.0003368757,0.00000596842,0.00032707563],"about_ca_topic_score_codex":0.0035954663,"about_ca_topic_score_gemma":0.002283964,"teacher_disagreement_score":0.3860152,"about_ca_system_score_codex":0.00045023952,"about_ca_system_score_gemma":0.0010769973,"threshold_uncertainty_score":0.99983376},"labels":[],"label_agreement":null},{"id":"W3097655478","doi":"10.2196/22074","title":"Carbohydrate Counting App Using Image Recognition for Youth With Type 1 Diabetes: Pilot Randomized Control Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Hospital for Sick Children; SickKids Foundation; Western University","funders":"Physicians' Services Incorporated Foundation","keywords":"Usability; Type 2 diabetes; Randomized controlled trial; Medicine; System usability scale; Diabetes mellitus; Computer science; Internal medicine; Heuristic evaluation; Human–computer interaction","score_opus":0.14092154115884284,"score_gpt":0.4270626004853065,"score_spread":0.2861410593264636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097655478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94344383,0.001038076,0.0069108238,0.008270021,0.0008794041,0.037754975,0.00067877944,0.00045844275,0.00056564645],"genre_scores_gemma":[0.9473636,0.0010665554,0.0035585095,0.029016761,0.0025853005,0.015718807,0.0005139338,0.00013906839,0.00003741999],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9934689,0.0013695318,0.0019705372,0.00089767814,0.00038211542,0.0019112314],"domain_scores_gemma":[0.9933648,0.002077889,0.0014848489,0.0003671149,0.0007039808,0.002001368],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003593519,0.00045746038,0.0016008776,0.0001808749,0.0023495578,0.00003810645,0.00017899783,0.0003012999,0.00007069724],"category_scores_gemma":[0.0008494212,0.00037340753,0.0001107082,0.00064173935,0.00021721679,0.00023303398,0.000042087133,0.001026519,0.00006167889],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96733,0.00030920416,0.0016361898,0.015088931,0.00008480974,0.0000016270776,0.0054246853,0.000013022707,0.00018233088,0.00083293614,0.0022654675,0.0068308096],"study_design_scores_gemma":[0.96955276,0.0039710035,0.00035279503,0.000562992,0.0006856433,0.0000013664218,0.0023597195,0.013918618,0.000009929563,0.00065050175,0.0073543712,0.00058032817],"about_ca_topic_score_codex":0.0005136904,"about_ca_topic_score_gemma":0.00007570461,"teacher_disagreement_score":0.02203617,"about_ca_system_score_codex":0.00021810425,"about_ca_system_score_gemma":0.0034839835,"threshold_uncertainty_score":0.9998718},"labels":[],"label_agreement":null},{"id":"W3097857923","doi":"10.2196/21563","title":"Effectiveness of Mobile Apps to Promote Health and Manage Disease: Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":204,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research","keywords":"Randomized controlled trial; Psychological intervention; Meta-analysis; mHealth; Medicine; Mobile apps; Systematic review; Disease management; MEDLINE; Alternative medicine; Health management system; Nursing; Computer science; World Wide Web; Surgery; Political science","score_opus":0.16598932975200117,"score_gpt":0.535017668887082,"score_spread":0.3690283391350808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097857923","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009657175,0.80738795,0.00021578092,0.0021451726,0.00009256494,0.18794483,0.0020788633,0.00007653139,0.00004865875],"genre_scores_gemma":[0.00008326395,0.7860507,0.00029605385,0.0037972645,0.000055554316,0.2090502,0.00044230322,0.00009573153,0.00012895338],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9314984,0.047752228,0.01679504,0.0016872279,0.0008533626,0.0014137048],"domain_scores_gemma":[0.94779974,0.02773566,0.017107174,0.0014878035,0.0005418633,0.0053277537],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.067760184,0.0013241138,0.10349828,0.0016271134,0.0008347518,0.000021873777,0.00043420968,0.0005647919,0.0001087727],"category_scores_gemma":[0.008883958,0.0007923519,0.0044847107,0.0027280631,0.0002865826,0.00009007082,0.00030497366,0.0013029913,0.000013413861],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063694185,0.00013259366,0.0000021441178,0.9404648,0.03790475,0.0000015113064,0.0004432217,3.286893e-7,1.2674879e-8,0.0028255607,0.00028147333,0.011574175],"study_design_scores_gemma":[0.024989223,0.00041182069,0.000010927203,0.15983559,0.74677014,0.00000363475,0.00010799164,0.000030298725,7.3074378e-9,0.00010902801,0.0673279,0.00040341978],"about_ca_topic_score_codex":0.00036540278,"about_ca_topic_score_gemma":0.000037901144,"teacher_disagreement_score":0.7806292,"about_ca_system_score_codex":0.00033422926,"about_ca_system_score_gemma":0.006259706,"threshold_uncertainty_score":0.999951},"labels":[],"label_agreement":null},{"id":"W3101028897","doi":"10.2196/19608","title":"Accuracy of Monocular Two-Dimensional Pose Estimation Compared With a Reference Standard for Kinematic Multiview Analysis: Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Human Pose and Action Recognition","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Kinematics; Monocular; Gold standard (test); Pose; Computer vision; Computer science; Artificial intelligence; Human–computer interaction; Mathematics; Statistics","score_opus":0.11067445988518088,"score_gpt":0.40504084531244644,"score_spread":0.29436638542726556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101028897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76130563,0.00011346973,0.23583537,0.0011853494,0.000023336941,0.0014170235,0.000030580944,0.00006829468,0.00002093587],"genre_scores_gemma":[0.9606604,0.00001706519,0.038592275,0.00048818428,0.00002414469,0.00012067964,0.000088535344,0.000006444122,0.00000226213],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984005,0.00017198567,0.0005086637,0.00037988435,0.0003331413,0.00020579892],"domain_scores_gemma":[0.99859583,0.00018403282,0.0005037091,0.00021970469,0.00025225,0.00024449197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004377691,0.00013946995,0.0004268122,0.000165346,0.0002052592,0.00006202921,0.00014217166,0.000029198853,0.00001089214],"category_scores_gemma":[0.000052863375,0.00011273108,0.000044555163,0.0006319989,0.000021837819,0.00040235117,0.00003466872,0.00010494389,0.0000035363723],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069305925,0.006147686,0.029963804,0.024269825,0.00235291,0.00003723927,0.057222392,0.11076229,0.0011225676,0.014211997,0.0018282726,0.74515045],"study_design_scores_gemma":[0.0040555387,0.0025717816,0.037768222,0.00014110569,0.00049632357,0.000004262201,0.0003433052,0.95337784,0.000242757,0.00068249385,0.00007946687,0.00023692149],"about_ca_topic_score_codex":0.0000715676,"about_ca_topic_score_gemma":0.000035964298,"teacher_disagreement_score":0.84261554,"about_ca_system_score_codex":0.000036551788,"about_ca_system_score_gemma":0.00024290229,"threshold_uncertainty_score":0.459704},"labels":[],"label_agreement":null},{"id":"W3103444311","doi":"10.2196/22006","title":"The Use of Wearables in Clinical Trials During Cancer Treatment: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Det Sundhedsvidenskabelige Fakultet, Københavns Universitet; Faculty of Health and Medical Sciences, University of Western Australia","keywords":"Wearable computer; Cancer; Clinical trial; Medicine; Computer science; Internal medicine","score_opus":0.6344651844739218,"score_gpt":0.6009481431652799,"score_spread":0.03351704130864186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103444311","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000038750135,0.9885662,0.0000011603674,0.0028012767,0.00015462986,0.008348932,0.000042548487,0.000018064356,0.000028396162],"genre_scores_gemma":[0.000008803509,0.99523115,0.000030275738,0.0012458283,0.00021106523,0.0022869043,0.000024177536,0.00002416865,0.00093761104],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99168015,0.0027889148,0.0044873576,0.00041181745,0.00028881995,0.0003429698],"domain_scores_gemma":[0.993525,0.002478954,0.0028058449,0.000577874,0.00006404023,0.00054827926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036717514,0.0003033641,0.0069208257,0.00007963074,0.00010613675,0.000015453466,0.0001407376,0.00019390426,0.00004926615],"category_scores_gemma":[0.0024840399,0.00014910124,0.00043950678,0.00041618667,0.000091505826,0.000036028796,0.000024762423,0.00049258367,0.000054907654],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003050554,0.000050747913,0.000044351706,0.6962815,0.00006506101,0.000005792243,0.000020915915,5.4251856e-9,3.4008358e-9,0.000029222789,0.0008906648,0.30258125],"study_design_scores_gemma":[0.000474385,0.00016902563,0.00012792631,0.53938764,0.0018283009,0.000025114772,0.000011049226,0.0000060180287,1.1015249e-8,0.0000021348217,0.4579034,0.00006503063],"about_ca_topic_score_codex":0.00014331783,"about_ca_topic_score_gemma":0.000033987337,"teacher_disagreement_score":0.4570127,"about_ca_system_score_codex":0.00022286491,"about_ca_system_score_gemma":0.0030589371,"threshold_uncertainty_score":0.6080172},"labels":[],"label_agreement":null},{"id":"W3103937843","doi":"10.2196/22061","title":"Implementation of an Interactive Voice Response System for Cancer Awareness in Uganda: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Uganda Cancer Institute","keywords":"Interactive voice response; Computer science; Cancer; Multimedia; Psychology; Medicine; Human–computer interaction; Telecommunications","score_opus":0.21341001318745378,"score_gpt":0.5756740280472512,"score_spread":0.3622640148597974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103937843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99373955,0.00045025803,0.0010604439,0.0026350755,0.00014954481,0.0018622262,0.00006575838,0.00002835382,0.000008788632],"genre_scores_gemma":[0.9956579,0.000039486866,0.0027203786,0.0010477566,0.00012148274,0.00038057787,0.00001595323,0.000013638015,0.000002800275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808806,0.0005985416,0.0005245616,0.00032026856,0.00018311538,0.00028544336],"domain_scores_gemma":[0.9988691,0.00023634224,0.0002541247,0.00012524797,0.00015447201,0.00036066616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016789623,0.00011831929,0.0004643597,0.00010161633,0.00008797849,0.00000909404,0.000060442242,0.000048703787,0.000008170087],"category_scores_gemma":[0.00008718168,0.00010492126,0.000030353258,0.00029001007,0.000018940376,0.00014096194,0.000024234583,0.00014790965,3.6814558e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.054823168,0.00037377924,0.5793797,0.008138978,0.00007600789,0.000031716605,0.062838614,0.000031737312,0.0016270055,0.00006948943,0.0003754083,0.29223442],"study_design_scores_gemma":[0.004683463,0.0052116,0.8592693,0.00022004519,0.00009739444,0.000008349756,0.12789589,0.0009798583,0.0011784541,0.000008823282,0.0003561284,0.000090681184],"about_ca_topic_score_codex":0.009187541,"about_ca_topic_score_gemma":0.0034584512,"teacher_disagreement_score":0.29214376,"about_ca_system_score_codex":0.00030106938,"about_ca_system_score_gemma":0.0010380248,"threshold_uncertainty_score":0.99741036},"labels":[],"label_agreement":null},{"id":"W3104113933","doi":"10.2196/22136","title":"Implementing Mobile Health–Enabled Integrated Care for Complex Chronic Patients: Patients and Professionals’ Acceptability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Medicine; Integrated care; Health care; Disease management; Chronic care; Preparedness; Physical therapy; Family medicine; Nursing; Disease; Chronic disease; Psychological intervention; Internal medicine","score_opus":0.08750014056759248,"score_gpt":0.48304358235690287,"score_spread":0.3955434417893104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104113933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9258723,0.0023588575,0.00027961732,0.0064142426,0.0004802278,0.0625432,0.0014883673,0.00035810107,0.00020508585],"genre_scores_gemma":[0.92168385,0.0007636048,0.0010903516,0.02021286,0.0005191063,0.053367913,0.002213579,0.00010224494,0.000046468518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99062014,0.0015158051,0.0028280965,0.0015138892,0.0005561722,0.0029659234],"domain_scores_gemma":[0.99288714,0.00076354184,0.001524801,0.0005654354,0.0010941946,0.0031649137],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020288872,0.0005976808,0.0013548478,0.00019787086,0.0064522703,0.00003481588,0.00032502395,0.0003123834,0.00035402554],"category_scores_gemma":[0.00034174763,0.00052615965,0.00009256434,0.00068764214,0.00012760602,0.0002603277,0.0004346018,0.0012930075,0.0000330381],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006547573,0.0012139742,0.65607375,0.024909247,0.000021636406,2.2159655e-7,0.022279143,0.0000013713021,0.0000014391318,0.0003717501,0.017840346,0.27663237],"study_design_scores_gemma":[0.010529435,0.006741296,0.5970918,0.00015317362,0.000051613886,2.0724347e-7,0.036209274,0.00047571294,4.98223e-7,0.00006143619,0.3483163,0.00036928814],"about_ca_topic_score_codex":0.0016089502,"about_ca_topic_score_gemma":0.0025909878,"teacher_disagreement_score":0.33047596,"about_ca_system_score_codex":0.0013569479,"about_ca_system_score_gemma":0.005359071,"threshold_uncertainty_score":0.999719},"labels":[],"label_agreement":null},{"id":"W3104658740","doi":"10.2196/20460","title":"Engagement Features in Physical Activity Smartphone Apps: Focus Group Study With Sedentary People","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Psychological intervention; Flexibility (engineering); Psychology; Autonomy; Thematic analysis; Applied psychology; Physical activity; Behavior change methods; Qualitative research; Medicine; Physical therapy","score_opus":0.0687752892834913,"score_gpt":0.438100281697495,"score_spread":0.3693249924140037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104658740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95933425,0.0005650513,0.00020041772,0.025392542,0.00020373639,0.013002524,0.000074308715,0.00026922644,0.0009579368],"genre_scores_gemma":[0.97496486,0.000847575,0.0002908175,0.009597254,0.0008881293,0.013198081,0.00006138387,0.000074727126,0.00007715695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99381596,0.0016999836,0.00087790826,0.001164857,0.0006253944,0.0018159274],"domain_scores_gemma":[0.99569595,0.0007312336,0.00054668175,0.00059465825,0.00010084665,0.0023306522],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014503064,0.00048095838,0.0010419294,0.00021621202,0.0017638693,0.000020630676,0.00028283318,0.00022143376,0.00010018528],"category_scores_gemma":[0.000075262236,0.00039547094,0.00005682385,0.0011449134,0.00008374353,0.00022240145,0.00020661848,0.0026406364,0.000109789245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062129134,0.0060194987,0.7238714,0.01080692,0.0000479827,0.00004323215,0.06397379,0.000015763793,0.00003953205,0.0031593032,0.021507481,0.16430216],"study_design_scores_gemma":[0.0062562195,0.0029911292,0.961116,0.00013865976,0.000058473397,0.00000424178,0.01213347,0.00032548487,0.0000022867305,0.00013601614,0.016503017,0.0003349916],"about_ca_topic_score_codex":0.0075472873,"about_ca_topic_score_gemma":0.019039867,"teacher_disagreement_score":0.23724459,"about_ca_system_score_codex":0.0004440322,"about_ca_system_score_gemma":0.0017820571,"threshold_uncertainty_score":0.99984974},"labels":[],"label_agreement":null},{"id":"W3104942057","doi":"10.2196/23047","title":"A Smartphone-Based Approach to Screening for Sudden Sensorineural Hearing Loss: Cross-Sectional Validity Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Taipei Veterans General Hospital","keywords":"Medicine; Audiology; Pure tone audiometry; Audiometry; Cross-sectional study; Gold standard (test); Otorhinolaryngology; Cohort; Hearing loss; Sensorineural hearing loss; Surgery","score_opus":0.29334179970944474,"score_gpt":0.4230611156341625,"score_spread":0.12971931592471775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104942057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762486,0.000019387418,0.019078447,0.0019509526,0.00036359552,0.0019344849,0.000085291475,0.00018065055,0.0001385977],"genre_scores_gemma":[0.98898315,0.0000046789337,0.0018101815,0.008171457,0.0007049254,0.0002317004,0.0000148522295,0.000036927406,0.00004210418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973224,0.00023306347,0.00043891062,0.00090501294,0.00041117962,0.0006894723],"domain_scores_gemma":[0.99845195,0.0002374668,0.00013847396,0.00020701514,0.000056527206,0.00090857723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000498706,0.00023516842,0.00032015686,0.00009959291,0.00084404356,0.00014956165,0.00019728093,0.0000729165,0.000008332728],"category_scores_gemma":[0.00042631984,0.00023007013,0.00007430328,0.00039186858,0.00008190427,0.00015053636,0.00007148565,0.00032152777,0.00001412638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020354385,0.001066496,0.9724085,0.0016727585,0.000008456674,0.000014013799,0.0025081693,0.014533024,0.0011500256,0.0002074113,0.0022013332,0.0021944055],"study_design_scores_gemma":[0.0052301926,0.003239985,0.95167255,0.000021474621,0.000025958825,0.000029252644,0.0005091693,0.033950973,0.0008053855,0.000059751732,0.0038912494,0.00056402583],"about_ca_topic_score_codex":0.00009299568,"about_ca_topic_score_gemma":0.000011910075,"teacher_disagreement_score":0.020735886,"about_ca_system_score_codex":0.000049138278,"about_ca_system_score_gemma":0.00026151052,"threshold_uncertainty_score":0.93819875},"labels":[],"label_agreement":null},{"id":"W3105422656","doi":"10.2196/24311","title":"Internet and Telerehabilitation-Delivered Management of Rotator Cuff–Related Shoulder Pain (INTEL Trial): Randomized Controlled Pilot and Feasibility Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Physiotherapy Association; Arthritis Australia","keywords":"Telerehabilitation; Medicine; Physical therapy; Randomized controlled trial; Telehealth; Clinical trial; Telemedicine; Consolidated Standards of Reporting Trials; Checklist; Referral; Adverse effect; Intervention (counseling); Health care; Family medicine; Nursing; Surgery; Internal medicine","score_opus":0.09029092637929152,"score_gpt":0.39327936796685475,"score_spread":0.3029884415875632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105422656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9698776,0.0032234306,0.00018184129,0.006398595,0.0001769745,0.019715758,0.000022674041,0.00006862051,0.00033452443],"genre_scores_gemma":[0.99481297,0.001512315,0.0007952984,0.0016464624,0.00009781867,0.0009407723,0.000029048975,0.00002390906,0.00014141313],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9959509,0.0012667725,0.001474906,0.0006211374,0.0003291404,0.0003571767],"domain_scores_gemma":[0.99706626,0.0013706071,0.00046103806,0.00024169622,0.00010540443,0.00075499207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033523482,0.0003119526,0.0021367634,0.00010582122,0.00010538049,0.000023557543,0.000054029188,0.00013060754,0.00009829044],"category_scores_gemma":[0.00064107805,0.0002202007,0.00018223267,0.00017407644,0.00029082125,0.00007106312,0.000052743693,0.00028813846,0.000001947591],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9807864,0.00096532266,0.0012302762,0.0028637254,0.00049463316,0.000013330105,0.0020815635,3.3133009e-7,0.0000071670424,0.00123187,0.00044302456,0.009882385],"study_design_scores_gemma":[0.97482866,0.01488301,0.0055728178,0.00014329838,0.0014035507,0.000008088405,0.00089047407,0.0011235332,0.000016619028,0.00090105645,0.00008218515,0.00014671043],"about_ca_topic_score_codex":0.00015029915,"about_ca_topic_score_gemma":0.0000097989205,"teacher_disagreement_score":0.02493538,"about_ca_system_score_codex":0.00008973376,"about_ca_system_score_gemma":0.00020123107,"threshold_uncertainty_score":0.8979524},"labels":[],"label_agreement":null},{"id":"W3105636959","doi":"10.2196/20329","title":"Induction of Efficacy Expectancies in an Ambulatory Smartphone-Based Digital Placebo Mental Health Intervention: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Randomized controlled trial; Intervention (counseling); Ambulatory; Mental health; mHealth; Placebo; Physical therapy; Medicine; Digital health; Psychology; Physical medicine and rehabilitation; Psychological intervention; Clinical psychology; Psychiatry; Health care; Alternative medicine; Internal medicine","score_opus":0.06673464505343395,"score_gpt":0.42009369186152634,"score_spread":0.3533590468080924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105636959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97515696,0.0020685678,0.00015089662,0.009740926,0.0020283062,0.0097227525,0.00013960703,0.00013513463,0.00085683126],"genre_scores_gemma":[0.99616826,0.000026487318,0.00009457661,0.0018053026,0.00027777554,0.001260133,0.00020690095,0.00004355374,0.000117013915],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9939609,0.001452845,0.0027509087,0.00067252043,0.0004129095,0.0007499175],"domain_scores_gemma":[0.9968573,0.0004351695,0.0013156086,0.00031573238,0.00008541347,0.0009907681],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018973281,0.0003527271,0.0020300117,0.0003703995,0.00019251496,0.000071720366,0.00019612844,0.00017400808,0.00019453152],"category_scores_gemma":[0.00023374951,0.00032007464,0.0004044219,0.00050188194,0.00029860577,0.0004390351,0.00004861537,0.00045331914,0.00003363262],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96445936,0.0033995602,0.0005117188,0.000965652,0.00005659758,0.0000032807454,0.005900948,0.0000035990583,0.000002374144,0.0028610541,0.0009875203,0.020848345],"study_design_scores_gemma":[0.98384076,0.0075073955,0.0048647374,0.00031218535,0.000030757583,0.0000076488295,0.0024019731,0.00031640218,0.000009079141,0.00019611987,0.0002878747,0.00022503738],"about_ca_topic_score_codex":0.00028214048,"about_ca_topic_score_gemma":0.00011356247,"teacher_disagreement_score":0.021011278,"about_ca_system_score_codex":0.00031139108,"about_ca_system_score_gemma":0.00055529457,"threshold_uncertainty_score":0.99992514},"labels":[],"label_agreement":null},{"id":"W3105932958","doi":"10.2196/15717","title":"Impact of Pediatric Mobile Game Play on Healthy Eating Behavior: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Session (web analytics); Psychology; Control (management); Video game; Computer science; Multimedia; Medicine; Artificial intelligence","score_opus":0.049026354965735014,"score_gpt":0.406271247654734,"score_spread":0.35724489268899895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105932958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853083,0.00077634765,0.000011946939,0.0018566453,0.00026372203,0.007309732,0.000017271548,0.00015484462,0.0043011988],"genre_scores_gemma":[0.9953735,0.0021232108,0.0000708479,0.00090697466,0.00068856747,0.00075113523,0.000011363633,0.000015344582,0.000059046575],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969811,0.0005454239,0.001029603,0.00036285774,0.00044320914,0.00063784485],"domain_scores_gemma":[0.9973287,0.0010574545,0.00069460226,0.00013380725,0.00007519626,0.0007102267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001719352,0.00020770113,0.0014785838,0.00020654552,0.00034687095,0.000039900784,0.00017487141,0.00021239508,0.00008552371],"category_scores_gemma":[0.0009071544,0.00015531757,0.00029955088,0.00049333373,0.00021913726,0.000111724104,0.000038122962,0.00032130664,0.000013447869],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9569984,0.0004757418,0.014430058,0.00015783908,0.000033978362,0.0000036559713,0.0118351085,0.0000037181615,0.0000010964168,0.00585762,0.0011534669,0.009049334],"study_design_scores_gemma":[0.98641974,0.004311384,0.0073993574,0.0000146049415,0.00009572489,7.8534697e-7,0.0006328207,0.000048860897,6.646552e-7,0.0003917186,0.00047590368,0.00020846131],"about_ca_topic_score_codex":0.00063896924,"about_ca_topic_score_gemma":0.00005696491,"teacher_disagreement_score":0.02942133,"about_ca_system_score_codex":0.0001493528,"about_ca_system_score_gemma":0.0018308044,"threshold_uncertainty_score":0.63336664},"labels":[],"label_agreement":null},{"id":"W3106165653","doi":"10.2196/15978","title":"Using Mobile Health Technology to Deliver a Community-Based Closed-Loop Management System for Chronic Obstructive Pulmonary Disease Patients in Remote Areas of China: Development and Prospective Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; mHealth; Pulmonary disease; Medicine; China; eHealth; Telemedicine; Intensive care medicine; Chronic disease; Physical therapy; Disease management; Disease; Health care; Internal medicine; Psychological intervention; Nursing; Geography","score_opus":0.08823108197613706,"score_gpt":0.39321495894724556,"score_spread":0.3049838769711085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106165653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822758,0.0010912644,0.00040858108,0.0011061125,0.000045980196,0.01479128,0.00019543307,0.00006293293,0.000022641601],"genre_scores_gemma":[0.9933035,0.000041334228,0.00478321,0.00046824658,0.000047542762,0.0011233405,0.00017984847,0.00004447336,0.000008540201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970353,0.0003102031,0.000809422,0.0006590585,0.0005050941,0.00068088464],"domain_scores_gemma":[0.99789435,0.00008125221,0.00030437083,0.000352997,0.000282282,0.001084741],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000546231,0.0003004059,0.00071292155,0.00048722883,0.00048029656,0.000011756331,0.00015607353,0.000079126396,0.000003218331],"category_scores_gemma":[0.000051003903,0.00029765072,0.00004515723,0.0008657047,0.00014319789,0.00008828907,0.0002417623,0.00046993353,0.0000010295474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039759087,0.0018164872,0.8593234,0.035096794,0.00007000528,0.000044671116,0.0029051104,0.00016711037,0.000005506923,0.00029480943,0.000012699238,0.096287504],"study_design_scores_gemma":[0.005106333,0.0022732823,0.9785933,0.0007380517,0.000070248745,0.0000043990462,0.0053954227,0.0074352045,0.00001034957,0.00007760398,0.00010889273,0.0001868989],"about_ca_topic_score_codex":0.0005467177,"about_ca_topic_score_gemma":0.0001210968,"teacher_disagreement_score":0.11926992,"about_ca_system_score_codex":0.002965722,"about_ca_system_score_gemma":0.0021178373,"threshold_uncertainty_score":0.99994755},"labels":[],"label_agreement":null},{"id":"W3106767496","doi":"10.2196/23157","title":"Experiences, Attitudes, and Needs of Users of a Pregnancy and Parenting App (Baby Buddy) During the COVID-19 Pandemic: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Pandemic; Mental health; Population; Pregnancy; Anxiety; Family medicine; Psychology; Coronavirus disease 2019 (COVID-19); Psychiatry; Environmental health","score_opus":0.14255914994535404,"score_gpt":0.4757524762320597,"score_spread":0.3331933262867056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106767496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985309,0.008345773,0.00032667816,0.0042042397,0.000090972084,0.001638172,0.000007058509,0.000064800384,0.000013319518],"genre_scores_gemma":[0.9953962,0.0018726595,0.0008536072,0.0016192523,0.00009713878,0.00011394361,0.0000030027868,0.000018951609,0.000025270983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978703,0.0004265791,0.00065295695,0.00041350926,0.00027766623,0.00035898705],"domain_scores_gemma":[0.99806356,0.0003341922,0.00044219338,0.00032531595,0.000064037566,0.0007707029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013299307,0.00019064297,0.0005905603,0.00015190446,0.00025371063,0.000015642681,0.00008125997,0.00007467151,0.000010852857],"category_scores_gemma":[0.0008750053,0.00013757254,0.000035061512,0.0005171283,0.00023614531,0.000098266486,0.00012123083,0.00027310385,1.2921619e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055279507,0.00019600368,0.851281,0.011384512,0.000041015017,0.000003212231,0.11494489,0.0000033260637,0.0012602415,0.000026603771,0.0000650061,0.02024143],"study_design_scores_gemma":[0.0042054565,0.0020695727,0.8956193,0.000377061,0.00018500353,0.00012253327,0.095708475,0.00016836857,0.00028544027,0.0000219651,0.0010528043,0.00018401955],"about_ca_topic_score_codex":0.0009346482,"about_ca_topic_score_gemma":0.00005512624,"teacher_disagreement_score":0.044338338,"about_ca_system_score_codex":0.000088085406,"about_ca_system_score_gemma":0.00058491196,"threshold_uncertainty_score":0.5610045},"labels":[],"label_agreement":null},{"id":"W3106773559","doi":"10.2196/21543","title":"Smartphone-Based Monitoring of Parkinson Disease: Quasi-Experimental Study to Quantify Hand Tremor Severity and Medication Effectiveness","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Neurological disorders and treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Parkinson's disease; Medicine; Disease; Physical medicine and rehabilitation; Internal medicine","score_opus":0.07071951604629892,"score_gpt":0.4009936539841872,"score_spread":0.3302741379378883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106773559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99297965,0.0015254739,0.0000612909,0.003663589,0.000077293036,0.0016314978,0.000019758205,0.00003272201,0.000008703333],"genre_scores_gemma":[0.99830633,0.000110946276,0.00009958831,0.0012746829,0.000063450076,0.00011583952,0.000013579607,0.000013145098,0.0000024187593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986835,0.00018972906,0.00025301854,0.00040555047,0.00023843726,0.00022978117],"domain_scores_gemma":[0.9986653,0.00010020948,0.00009066811,0.00013598558,0.000029685712,0.0009781653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018963625,0.00015086736,0.00039395198,0.00005132059,0.00015519517,0.00001132763,0.000034959736,0.00003760763,0.0000066824364],"category_scores_gemma":[0.000055325276,0.00011865257,0.000029687024,0.0001571903,0.00006369849,0.00003359313,0.000027849404,0.00012045302,0.0000021442481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004630245,0.004260847,0.9831619,0.0014047858,0.000017358016,0.00002327891,0.00119458,8.9417574e-7,0.00030868853,0.0000071703616,0.000030461844,0.0049597714],"study_design_scores_gemma":[0.0042751706,0.009908731,0.9841979,0.00007717397,0.000078972735,9.496038e-7,0.0004270044,0.00018467443,0.00066224876,0.000013464375,0.000096217365,0.00007747534],"about_ca_topic_score_codex":0.00020089652,"about_ca_topic_score_gemma":0.0000057768793,"teacher_disagreement_score":0.0056478847,"about_ca_system_score_codex":0.000038824262,"about_ca_system_score_gemma":0.0001411945,"threshold_uncertainty_score":0.48385113},"labels":[],"label_agreement":null},{"id":"W3106986178","doi":"10.2196/17139","title":"Availability of Spanish-Language Medical Apps in Google Play and the App Store: Retrospective Descriptive Analysis Using Google Tools","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"BC Innovation Council","funders":"","keywords":"Inclusion (mineral); Mobile apps; Descriptive statistics; App store; World Wide Web; Medicine; Computer science; Family medicine; Internet privacy; Psychology","score_opus":0.08812040068366303,"score_gpt":0.437993772507467,"score_spread":0.34987337182380396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106986178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97156215,0.004527305,0.0009779669,0.014871295,0.00017163933,0.006402621,0.00030253045,0.00010411674,0.0010803884],"genre_scores_gemma":[0.98521584,0.0031247546,0.00077743497,0.008594965,0.0003561536,0.0017807576,0.00006420973,0.000037220507,0.000048658414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929037,0.0019746535,0.002120045,0.000961179,0.00073181035,0.0013086072],"domain_scores_gemma":[0.99440813,0.0016492264,0.0010710446,0.00062679447,0.00022523862,0.0020195697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049418355,0.00035579875,0.0015101697,0.00026906678,0.00115782,0.000018036935,0.0003305039,0.0004902832,0.00045000893],"category_scores_gemma":[0.0015118505,0.00026833944,0.00012794764,0.0019995,0.0006870071,0.00018853172,0.00023938365,0.0019392238,0.000019668487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005248601,0.00070020504,0.7196579,0.01336508,0.0002568272,0.000019723277,0.1570856,0.000035067555,0.000071905044,0.045186147,0.0047074165,0.05366553],"study_design_scores_gemma":[0.012182655,0.0006453105,0.9155969,0.0004090838,0.0005929645,0.000010657042,0.035919774,0.023865497,0.00000965754,0.0011985655,0.009027488,0.0005414456],"about_ca_topic_score_codex":0.00702051,"about_ca_topic_score_gemma":0.004319346,"teacher_disagreement_score":0.19593899,"about_ca_system_score_codex":0.00059781794,"about_ca_system_score_gemma":0.003127504,"threshold_uncertainty_score":0.9999769},"labels":[],"label_agreement":null},{"id":"W3107106806","doi":"10.2196/17549","title":"Development and Acceptability of a Tablet-Based App to Support Men to Link to HIV Care: Mixed Methods Approach","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; Engineering and Physical Sciences Research Council; Wellcome Trust","keywords":"Focus group; Attendance; Confidentiality; Digital health; Psychology; Qualitative property; Qualitative research; Medical education; Nursing; Health care; Medicine; Computer science","score_opus":0.11345032709331093,"score_gpt":0.48903728875339086,"score_spread":0.37558696166007993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107106806","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52130336,0.0015838352,0.18212111,0.22536545,0.00084770715,0.05323934,0.0009239276,0.0008812951,0.013733993],"genre_scores_gemma":[0.39805022,0.00010005059,0.5100507,0.07270504,0.0004333058,0.018222293,0.00020384672,0.00008630584,0.00014818308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926673,0.0011216078,0.0023227446,0.0014116162,0.00052305503,0.0019536293],"domain_scores_gemma":[0.9896826,0.00064056204,0.00052914367,0.0007830279,0.00042637895,0.00793829],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035869018,0.00048318313,0.0012649703,0.00036343635,0.0013840088,0.00001830306,0.0004033902,0.00039009206,0.00020369992],"category_scores_gemma":[0.00052904396,0.00045896243,0.00006121081,0.0014167477,0.00007161497,0.000084352294,0.00039684132,0.0009216129,0.0001591053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014263266,0.00023971601,0.015807794,0.030157555,0.000013807696,0.0000011129268,0.049048588,0.000046203146,0.000107257096,0.0020402542,0.049357075,0.8517543],"study_design_scores_gemma":[0.001987931,0.0010353194,0.14472398,0.000084388834,0.000039583352,0.000001358568,0.008337724,0.0003411358,0.00014985305,0.00003275144,0.8428435,0.00042247755],"about_ca_topic_score_codex":0.00052602723,"about_ca_topic_score_gemma":0.00024768076,"teacher_disagreement_score":0.85133183,"about_ca_system_score_codex":0.00056135876,"about_ca_system_score_gemma":0.006714675,"threshold_uncertainty_score":0.9999161},"labels":[],"label_agreement":null},{"id":"W3107353531","doi":"10.2196/21061","title":"Digital Technology Interventions for Risk Factor Modification in Patients With Cardiovascular Disease: Systematic Review and Meta-analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; University of the Highlands and Islands","keywords":"Psychological intervention; Meta-analysis; Systematic review; Medicine; Randomized controlled trial; Wearable technology; mHealth; Applied psychology; Psychology; Wearable computer; MEDLINE; Computer science; Nursing","score_opus":0.14074788012747794,"score_gpt":0.4410966822950474,"score_spread":0.30034880216756943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107353531","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004422856,0.97031146,0.00022110739,0.0009573118,0.000030617917,0.023288246,0.00507203,0.00006434354,0.0000106420475],"genre_scores_gemma":[0.0013817542,0.9905764,0.00014424804,0.0005255079,0.00003275051,0.0056742793,0.0015465708,0.00006411652,0.00005437747],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9954115,0.00043600195,0.0020490235,0.0010038093,0.0004585146,0.0006411456],"domain_scores_gemma":[0.99604523,0.0001911342,0.0011594549,0.0009240522,0.00016808991,0.0015120526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008987893,0.00057631603,0.011259358,0.0008796511,0.00019233629,0.000033051176,0.00011062858,0.00026117565,0.0000092121],"category_scores_gemma":[0.00030317123,0.0003749052,0.0028806145,0.0015381463,0.000077764955,0.00010245982,0.00005528387,0.0006430949,0.0000059170443],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005237424,0.00015111497,0.00037998395,0.9095693,0.018599212,0.0000028613536,0.00002048768,9.821835e-8,2.8923973e-11,0.000019885354,0.000025015892,0.07117966],"study_design_scores_gemma":[0.0010245115,0.00066915195,0.002100767,0.06484728,0.8874536,0.0000144416545,0.00002288961,0.000006960383,8.5102153e-10,0.000007425327,0.043556225,0.00029669568],"about_ca_topic_score_codex":0.00003897645,"about_ca_topic_score_gemma":0.000015757469,"teacher_disagreement_score":0.8688544,"about_ca_system_score_codex":0.00046306755,"about_ca_system_score_gemma":0.001088506,"threshold_uncertainty_score":0.9998703},"labels":[],"label_agreement":null},{"id":"W3107444849","doi":"10.2196/19391","title":"Scientific Publication Patterns of Mobile Technologies and Apps for Posttraumatic Stress Disorder Treatment: Bibliometric Co-Word Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Analytics; Psychology; Library science; Computer science; Data science","score_opus":0.11185176299854939,"score_gpt":0.45576507447534625,"score_spread":0.3439133114767969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107444849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860243,0.004421327,0.00070255925,0.0044181305,0.00014703252,0.0020066793,0.0019364432,0.0001511,0.00019242518],"genre_scores_gemma":[0.9973966,0.00030185113,0.00019938839,0.00019455109,0.000017388951,0.001109654,0.0005337582,0.000018913837,0.00022789043],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99792814,0.000078135185,0.00075695646,0.0005664322,0.0001825546,0.00048780098],"domain_scores_gemma":[0.99852574,0.00019936248,0.0004532429,0.00034198552,0.00013625163,0.00034342043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031687506,0.00018142436,0.00047272985,0.0071581653,0.00027891522,0.00012135728,0.00016263998,0.00011760391,0.00006700406],"category_scores_gemma":[0.00006490657,0.00015908138,0.00010794254,0.014066855,0.00016863775,0.00020882142,0.00004154416,0.00010100634,0.00001231426],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017484708,0.0015218758,0.19593301,0.0042386176,0.0002059834,7.4527225e-7,0.0026162062,0.0000022344796,0.0000034693903,0.003765177,0.00088417466,0.79065365],"study_design_scores_gemma":[0.0045595383,0.01163408,0.9458572,0.00020612436,0.00084327895,0.000010468348,0.018270716,0.0012606996,0.00020709084,0.0011528399,0.0154782515,0.0005196751],"about_ca_topic_score_codex":0.0004441045,"about_ca_topic_score_gemma":0.00025018025,"teacher_disagreement_score":0.79013395,"about_ca_system_score_codex":0.000075404154,"about_ca_system_score_gemma":0.00008088438,"threshold_uncertainty_score":0.67586577},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W3107600047","doi":"10.2196/16309","title":"Assessing User Retention of a Mobile App: Survival Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health Research Institutes; Ministry of Science and Technology, Taiwan","keywords":"Data retention; Computer science; Android (operating system); Data collection; mHealth; Mobile device; Mobile apps; Retention rate; World Wide Web; Medicine; Operating system; Computer security; Nursing; Psychological intervention","score_opus":0.14072281319011856,"score_gpt":0.48085948812640844,"score_spread":0.34013667493628985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107600047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98756236,0.00088293455,0.0013558021,0.0024736081,0.00052923424,0.00061525864,0.00009506553,0.00010783468,0.006377884],"genre_scores_gemma":[0.9979393,0.000027628083,0.00038035391,0.0009442898,0.00011485038,0.00012542367,0.00007926139,0.000021189819,0.0003676911],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99770015,0.00027696596,0.0008586332,0.00044489777,0.00024198796,0.00047738187],"domain_scores_gemma":[0.99849284,0.00009857714,0.0004483731,0.0002548311,0.00007009039,0.000635311],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005500278,0.00015274531,0.0005014513,0.00020992353,0.00014307516,0.000044246193,0.00012272493,0.00011016082,0.00032301142],"category_scores_gemma":[0.000024666846,0.00015132275,0.00017264015,0.0010004488,0.00008191662,0.00025036398,0.000051052408,0.00023347508,0.000062910876],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020175453,0.0044628885,0.38726637,0.016238187,0.001477817,0.000053271222,0.016079584,0.000054994027,0.00012796593,0.07382043,0.013870486,0.48453048],"study_design_scores_gemma":[0.0017706455,0.0025424608,0.9805372,0.00012671632,0.0006051981,0.000009154767,0.004987208,0.00055565365,0.00003308461,0.00056900224,0.00795496,0.0003087157],"about_ca_topic_score_codex":0.00044551754,"about_ca_topic_score_gemma":0.0000686426,"teacher_disagreement_score":0.59327084,"about_ca_system_score_codex":0.00006756728,"about_ca_system_score_gemma":0.000112199596,"threshold_uncertainty_score":0.6170763},"labels":[],"label_agreement":null},{"id":"W3107670015","doi":"10.2196/21771","title":"Effectiveness of an mHealth Intervention Combining a Smartphone App and Smart Band on Body Composition in an Overweight and Obese Population: Randomized Controlled Trial (EVIDENT 3 Study)","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; European Regional Development Fund; Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación; European Commission","keywords":"mHealth; Overweight; Randomized controlled trial; Medicine; Weight loss; Psychological intervention; Physical therapy; Population; Gerontology; Intervention (counseling); Obesity; Nursing; Environmental health; Internal medicine","score_opus":0.050443775506625384,"score_gpt":0.44690819726356656,"score_spread":0.3964644217569412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107670015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95712966,0.0013611199,0.00012849523,0.0017000126,0.00046147156,0.038966145,0.000043828313,0.00012094141,0.0000883267],"genre_scores_gemma":[0.9813881,0.0015623455,0.000120868055,0.0016877246,0.00030798788,0.014590681,0.000280555,0.000052783307,0.0000089392],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98326105,0.011044873,0.003148968,0.0010756782,0.0005260144,0.00094341266],"domain_scores_gemma":[0.9925846,0.00319757,0.0016177429,0.00044537467,0.00021228098,0.0019424192],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010561286,0.00047343725,0.0029881462,0.00046134545,0.0011466877,0.00003560397,0.00014891067,0.00035320126,0.00003173973],"category_scores_gemma":[0.00038139903,0.00040470192,0.00011649185,0.000495344,0.00016284172,0.00039193302,0.000080487975,0.0011178874,0.000004612082],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89369583,0.0026435438,0.0765074,0.012669107,0.000038186652,0.000004820321,0.004696127,0.0000077848945,0.000034651457,0.0036690354,0.000035804624,0.0059977127],"study_design_scores_gemma":[0.60398924,0.007359207,0.3832254,0.00087326585,0.00013630021,0.000002960958,0.0011473421,0.0025669097,0.0000028836603,0.0004508704,0.0000395431,0.00020605388],"about_ca_topic_score_codex":0.0040037762,"about_ca_topic_score_gemma":0.0010299507,"teacher_disagreement_score":0.306718,"about_ca_system_score_codex":0.0002884495,"about_ca_system_score_gemma":0.0006467213,"threshold_uncertainty_score":0.9998405},"labels":[],"label_agreement":null},{"id":"W3108212972","doi":"10.2196/22947","title":"Integrated Digital Patient Education at the Bedside for Patients with Chronic Conditions: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Patient education; Workflow; Medicine; Health care; Medical education; Nursing; Mobile technology; Qualitative research; Blended learning; Telemedicine; Observational study; Digital health; Mobile device; Psychology; Educational technology; Computer science; Pedagogy","score_opus":0.12773447577306413,"score_gpt":0.47150144795415716,"score_spread":0.34376697218109303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108212972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789134,0.00016054888,0.00020866701,0.010206922,0.00035534272,0.008748084,0.00087674265,0.000093192226,0.00043710205],"genre_scores_gemma":[0.96410084,0.000027952477,0.00021248449,0.029884357,0.00028085272,0.0026648408,0.0026284712,0.00002228039,0.00017795245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683076,0.0003582954,0.0014747994,0.00038569668,0.0003600441,0.00059041],"domain_scores_gemma":[0.9968626,0.0006303596,0.00085241,0.00028803136,0.00074899365,0.0006176222],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00057755876,0.00021508448,0.00030138603,0.00006398469,0.0024150314,0.00004920109,0.00014554337,0.00010728005,0.0002521203],"category_scores_gemma":[0.00037708247,0.00013137281,0.000034682806,0.00038036998,0.000084658524,0.00090012996,0.00008223625,0.00052125374,0.000079685866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009161521,0.0006329247,0.90628743,0.002087766,0.000014437184,7.9923595e-8,0.013991156,0.000005443617,2.1200162e-7,0.00068050023,0.03302528,0.042358626],"study_design_scores_gemma":[0.002013663,0.0021475677,0.81225497,0.00012390038,0.000022375258,3.6056377e-7,0.005548469,0.0008113637,3.3694508e-7,0.00015435889,0.1767682,0.00015444304],"about_ca_topic_score_codex":0.0001584338,"about_ca_topic_score_gemma":0.00022146803,"teacher_disagreement_score":0.14374292,"about_ca_system_score_codex":0.00068671233,"about_ca_system_score_gemma":0.004144032,"threshold_uncertainty_score":0.99888366},"labels":[],"label_agreement":null},{"id":"W3108264296","doi":"10.2196/18774","title":"Nurses’ Use of Personal Smartphone Technology in the Workplace: Scoping Review","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"CINAHL; MEDLINE; Nursing; mHealth; Scopus; Inclusion (mineral); Health care; Phone; Medicine; eHealth; Cochrane Library; Mobile phone; Medical education; Psychology; Psychological intervention; Alternative medicine; Computer science","score_opus":0.14900105595089158,"score_gpt":0.4930704292129832,"score_spread":0.34406937326209164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108264296","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37468854,0.11217278,0.00022094033,0.482228,0.00059595803,0.028504629,0.00013905855,0.00028834215,0.0011617289],"genre_scores_gemma":[0.61052674,0.18926005,0.0011416407,0.18457577,0.00054003875,0.013666001,0.000080303886,0.00006340298,0.00014606325],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99497086,0.0010173736,0.0018011411,0.0005814475,0.00038504138,0.0012441407],"domain_scores_gemma":[0.9964936,0.0011760979,0.0008367502,0.0004826599,0.00016816346,0.00084277085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018266892,0.00026333812,0.0008744887,0.00022217297,0.00085123535,0.0000072320054,0.0003093507,0.00033170896,0.0001711786],"category_scores_gemma":[0.0006152036,0.00020025122,0.000059906048,0.0017762498,0.00020127466,0.00013463626,0.00009077446,0.0016593398,0.00008187688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088245154,0.00056614145,0.23797949,0.42910156,0.000016668779,0.00001695505,0.01943702,0.000002957702,0.000024966774,0.023773849,0.15139082,0.13680711],"study_design_scores_gemma":[0.01019823,0.0025470692,0.2971408,0.16059972,0.00028895674,0.0000830714,0.01734813,0.0011138186,0.000007642463,0.001624171,0.5077189,0.0013294723],"about_ca_topic_score_codex":0.0003264893,"about_ca_topic_score_gemma":0.0003441558,"teacher_disagreement_score":0.35632807,"about_ca_system_score_codex":0.00013063752,"about_ca_system_score_gemma":0.002975429,"threshold_uncertainty_score":0.81660074},"labels":[],"label_agreement":null},{"id":"W3108372330","doi":"10.2196/22488","title":"Habit Formation in Wearable Activity Tracker Use Among Older Adults: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"College of Engineering, Michigan State University; Michigan State University","keywords":"Activity tracker; Wearable computer; Thematic analysis; BitTorrent tracker; Wearable technology; Psychology; Habit; Applied psychology; Human–computer interaction; Computer science; Qualitative research; Social psychology; Eye tracking; Artificial intelligence","score_opus":0.07995221303376164,"score_gpt":0.4002703036991931,"score_spread":0.32031809066543143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108372330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97873604,0.00003596323,0.012329214,0.0072743664,0.00012121213,0.0012446088,0.0000044710755,0.00018427461,0.00006987454],"genre_scores_gemma":[0.99694824,0.000025241623,0.0013085305,0.001489258,0.000036650097,0.00015796708,0.0000034333489,0.000010329024,0.000020371785],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99784404,0.00049594144,0.00047027745,0.0005079289,0.00024217686,0.00043966435],"domain_scores_gemma":[0.9988555,0.00015702746,0.00033327076,0.00034758056,0.00013747608,0.00016917492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006430839,0.0001779246,0.00029114107,0.00025695472,0.00022507747,0.00009650778,0.0003180092,0.000115737515,0.000007981808],"category_scores_gemma":[0.00014106002,0.00017075281,0.00002080057,0.000845146,0.00006650272,0.0028397215,0.00013655494,0.0006610437,0.000025996947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053827703,0.0015262354,0.034550816,0.0010999768,0.000021730335,0.00004192997,0.9005262,0.000010249598,0.00009820279,0.007732705,0.002406858,0.051446795],"study_design_scores_gemma":[0.0030747848,0.0017860268,0.92419505,0.000197811,0.0000076657325,0.00001166803,0.043149162,0.026116474,0.000316026,0.0006638998,0.0001424335,0.00033901905],"about_ca_topic_score_codex":0.0004824064,"about_ca_topic_score_gemma":0.000605172,"teacher_disagreement_score":0.8896442,"about_ca_system_score_codex":0.00019773736,"about_ca_system_score_gemma":0.000098792065,"threshold_uncertainty_score":0.69630975},"labels":[],"label_agreement":null},{"id":"W3108615578","doi":"10.2196/24045","title":"Clinical Advice by Voice Assistants on Postpartum Depression: Cross-Sectional Investigation Using Apple Siri, Amazon Alexa, Google Assistant, and Microsoft Cortana","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Test (biology); Advice (programming); Mood; Medicine; Intervention (counseling); Psychology; Family medicine; Medical emergency; Computer science; Psychiatry; Psychological intervention","score_opus":0.1473660752597043,"score_gpt":0.4800687563696899,"score_spread":0.3327026811099856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108615578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897725,0.0018078292,0.00010901442,0.003569906,0.0012326416,0.00085441314,0.0010906403,0.00017591496,0.0013871136],"genre_scores_gemma":[0.9852938,0.00006542441,0.00048375374,0.01277225,0.00040303278,0.00007743013,0.00030723188,0.000055457072,0.00054162386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99586165,0.000423324,0.0014681057,0.0010767084,0.0003890535,0.00078117586],"domain_scores_gemma":[0.9967493,0.00038621938,0.0007227345,0.00030988426,0.00010573199,0.0017261301],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007681387,0.00033171882,0.00049188966,0.00009645919,0.00066397985,0.00015450505,0.0001741057,0.00034039692,0.00012211062],"category_scores_gemma":[0.00011786893,0.00033633987,0.0000984139,0.00033699712,0.00034774415,0.00029362718,0.00007875266,0.0007212123,0.00011394836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017324288,0.00052331464,0.9660488,0.0010872415,0.000031084193,0.000013665295,0.0003931603,8.7413076e-7,0.00007196003,0.00063468865,0.024263583,0.0051992433],"study_design_scores_gemma":[0.001985793,0.0019022973,0.98222625,0.00020126681,0.000029515446,0.000057008696,0.0001986172,0.00039112818,0.000025476724,0.00019808879,0.012500827,0.00028370295],"about_ca_topic_score_codex":0.0005021113,"about_ca_topic_score_gemma":0.00012609074,"teacher_disagreement_score":0.01617752,"about_ca_system_score_codex":0.0001996475,"about_ca_system_score_gemma":0.00030246176,"threshold_uncertainty_score":0.99990886},"labels":[],"label_agreement":null},{"id":"W3108676448","doi":"10.2196/23409","title":"Privacy Policy Compliance of Chronic Disease Management Apps in China: Scale Development and Content Evaluation","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"mHealth; Scale (ratio); Business; Privacy policy; Medicine; Personally identifiable information; Internet privacy; Computer science; Computer security; Information privacy; Psychological intervention; Nursing; Geography","score_opus":0.20811105025297671,"score_gpt":0.48789156200443956,"score_spread":0.27978051175146285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108676448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92998,0.00841165,0.00059943617,0.04587184,0.00016592909,0.013030146,0.000080401594,0.00010062712,0.0017600049],"genre_scores_gemma":[0.975516,0.007528466,0.0014621984,0.0071761445,0.00030868032,0.0077594025,0.00011445125,0.000032994052,0.000101651596],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995731,0.00051335746,0.0015318348,0.0006807268,0.00047218474,0.001070925],"domain_scores_gemma":[0.99667007,0.00012844207,0.00062212406,0.00037035072,0.00014702119,0.002061984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015309966,0.0002635386,0.0005673297,0.00024584628,0.00076919893,0.000007217081,0.00018089368,0.00013498538,0.00006673541],"category_scores_gemma":[0.000102832964,0.00025279608,0.000029261082,0.00057894405,0.00011145564,0.000109031454,0.00018643902,0.00057239545,0.000056117497],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089159154,0.0004841934,0.13823113,0.055296842,0.000016616706,0.0000037659133,0.010835555,0.00002579581,0.000015345522,0.023404123,0.0021171684,0.7686779],"study_design_scores_gemma":[0.004018157,0.0001956755,0.9307542,0.0008339465,0.00003368918,9.518575e-7,0.0010149647,0.0037909923,0.0000024582723,0.000488926,0.058672685,0.0001933442],"about_ca_topic_score_codex":0.00047904244,"about_ca_topic_score_gemma":0.000299944,"teacher_disagreement_score":0.7925231,"about_ca_system_score_codex":0.0008405508,"about_ca_system_score_gemma":0.0044877073,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W3108749683","doi":"10.2196/22874","title":"Use of WhatsApp for Polyclinic Consultation of Suspected Patients With COVID-19: Retrospective Case Control Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Telemedicine; Overcrowding; Medical emergency; Emergency department; Pandemic; Transmission (telecommunications); Polyclinic; Outpatient clinic; Coronavirus disease 2019 (COVID-19); Family medicine; Health care; Disease; Nursing; Infectious disease (medical specialty)","score_opus":0.11875899743319379,"score_gpt":0.46712361014881393,"score_spread":0.34836461271562014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108749683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95843804,0.00025541554,0.0033606263,0.006693487,0.0001744148,0.02807226,0.0028376905,0.00012829839,0.000039793646],"genre_scores_gemma":[0.9806784,0.00024879928,0.001140001,0.011666019,0.00016317824,0.005881213,0.00013796081,0.00005424511,0.000030183908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99470115,0.0010022899,0.0021875456,0.0007473642,0.00041668586,0.00094497943],"domain_scores_gemma":[0.9897516,0.0038002555,0.0022006405,0.00046330533,0.00126544,0.0025187735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012832993,0.00031416625,0.0011313745,0.00021476498,0.0011899231,0.0000084245685,0.00013510241,0.00025261423,0.00009041871],"category_scores_gemma":[0.0027759825,0.00026607534,0.00006491962,0.0007833272,0.00020728067,0.0001977135,0.000042047872,0.00065683847,0.0000056780846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009619299,0.0011887181,0.9506574,0.0107767815,0.00006998864,0.000009187844,0.014211754,0.00001561209,0.000005239154,0.003932676,0.0034143769,0.006098942],"study_design_scores_gemma":[0.028754504,0.00895805,0.9444042,0.00013062858,0.0003144599,0.000007248215,0.009697103,0.0007311149,0.000001793495,0.00022890448,0.0064819655,0.00029003777],"about_ca_topic_score_codex":0.0019952187,"about_ca_topic_score_gemma":0.0013081988,"teacher_disagreement_score":0.022240385,"about_ca_system_score_codex":0.00033216947,"about_ca_system_score_gemma":0.004550392,"threshold_uncertainty_score":0.99997914},"labels":[],"label_agreement":null},{"id":"W3108762474","doi":"10.2196/22537","title":"Virtual Reality Systems for Upper Limb Motor Function Recovery in Patients With Spinal Cord Injury: Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Spinal cord injury; Physical medicine and rehabilitation; Meta-analysis; Virtual reality; Motor function; Medicine; Systematic review; Spinal cord; Upper limb; Psychology; MEDLINE; Computer science; Neuroscience; Human–computer interaction; Pathology; Biology","score_opus":0.10412194656634409,"score_gpt":0.41650738956176475,"score_spread":0.31238544299542065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108762474","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012260173,0.9796125,0.00012478285,0.00069425,0.00017961541,0.018371023,0.0008364124,0.0000421945,0.000016612044],"genre_scores_gemma":[0.00035458672,0.9934811,0.00008470268,0.001556915,0.000107689586,0.0034199075,0.00060727104,0.00005926643,0.00032857788],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99494547,0.00094764784,0.0022389682,0.00091472856,0.00048305746,0.0004701339],"domain_scores_gemma":[0.9964126,0.0005517337,0.0015433242,0.00054789777,0.00024823865,0.0006962374],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001508279,0.0006126073,0.010534353,0.0007477614,0.0001306643,0.000045547138,0.00008721799,0.00034317488,0.000018266595],"category_scores_gemma":[0.00037623825,0.00036284316,0.0013272081,0.0010004791,0.00006561938,0.00011411693,0.000032165084,0.00052143686,0.000006846528],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019627751,0.00013906937,0.0001228582,0.97059953,0.0112493355,0.0000010193102,0.000013614263,1.10980395e-7,9.593519e-10,0.000057957786,0.0006153588,0.015238383],"study_design_scores_gemma":[0.0010206854,0.026326312,0.00262343,0.09123862,0.79491055,0.000016768969,0.00008644532,0.000017007065,1.0271003e-9,0.0000043304494,0.08331848,0.00043739617],"about_ca_topic_score_codex":0.000089760964,"about_ca_topic_score_gemma":0.000016781247,"teacher_disagreement_score":0.8793609,"about_ca_system_score_codex":0.00045782447,"about_ca_system_score_gemma":0.0008383999,"threshold_uncertainty_score":0.99988234},"labels":[],"label_agreement":null},{"id":"W3108781082","doi":"10.2196/18320","title":"Validity of Wrist-Wearable Activity Devices for Estimating Physical Activity in Adolescents: Comparative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Accelerometer; Wearable computer; Physical therapy; Energy expenditure; Wearable technology; Wrist; Activity monitor; Physical medicine and rehabilitation; Total energy expenditure; Medicine; Computer science; Surgery; Embedded system","score_opus":0.24168990297538323,"score_gpt":0.47642956365291894,"score_spread":0.2347396606775357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108781082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99309593,0.00003814141,0.0009160549,0.0029902593,0.000055126668,0.0027266382,0.000043606324,0.000050216167,0.000084032894],"genre_scores_gemma":[0.998234,0.000017870303,0.0006956442,0.00055084436,0.00035257,0.0001240173,0.000004096748,0.000017224758,0.0000037672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979522,0.00032129453,0.0003337686,0.00052377774,0.0003204439,0.0005484871],"domain_scores_gemma":[0.998355,0.00031810178,0.00036061203,0.00019126831,0.00009285518,0.00068220263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004801651,0.0002345753,0.0012461413,0.00007206318,0.00020769279,0.00001274613,0.00008342236,0.00007963609,0.0000022013633],"category_scores_gemma":[0.00010886322,0.00020837107,0.00008547432,0.00037035544,0.000093895345,0.00024683969,0.00005628701,0.0006320387,0.0000032558778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023659883,0.078232996,0.66027504,0.07891158,0.000118760334,0.00002147661,0.050214726,0.00017065619,0.0040830416,0.00032493743,0.0005299538,0.10345693],"study_design_scores_gemma":[0.004538003,0.008080435,0.9215429,0.000491946,0.00009571934,0.0000019437841,0.0011737414,0.06313046,0.0005838709,0.00014358465,0.000035126603,0.00018227928],"about_ca_topic_score_codex":0.00076749345,"about_ca_topic_score_gemma":0.00028130293,"teacher_disagreement_score":0.26126784,"about_ca_system_score_codex":0.00014958756,"about_ca_system_score_gemma":0.00057554996,"threshold_uncertainty_score":0.84971255},"labels":[],"label_agreement":null},{"id":"W3108869681","doi":"10.2196/24157","title":"Issues Associated With the Management and Governance of Sensor Data and Information to Assist Aging in Place: Focus Group Study With Health Care Professionals","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Health care; Nursing; Aging in place; Information governance; Medicine; Information system; Gerontology; Management information systems; Business; Marketing; Political science","score_opus":0.033837644179714785,"score_gpt":0.3721610494606764,"score_spread":0.3383234052809616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108869681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8689382,0.0013256067,0.000026709367,0.12712981,0.000017431215,0.0023312934,0.00008695503,0.00005473037,0.00008928933],"genre_scores_gemma":[0.99578303,0.0004891365,0.0005270299,0.0030644587,0.000021119871,0.00006742149,0.000020625572,0.000007805896,0.000019394458],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998296,0.00030364734,0.00030839888,0.0003097577,0.0004151512,0.00036705047],"domain_scores_gemma":[0.9990368,0.00009533898,0.0003465582,0.0002195476,0.000056483317,0.0002453076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010174932,0.0001245919,0.00028301208,0.000063626976,0.0005132549,0.00004036278,0.00021373309,0.000054293847,0.0000011539736],"category_scores_gemma":[0.00006194205,0.000082964136,0.000003921915,0.0005220237,0.00014817112,0.00042710785,0.00019038832,0.0002254445,4.0116552e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005968466,0.00023362649,0.38775542,0.0019768383,0.000055461005,0.000009094083,0.53431714,0.0000030662143,1.5612319e-7,0.0032340765,0.004108822,0.06770944],"study_design_scores_gemma":[0.00142817,0.0009480862,0.751536,0.0003067838,0.000017782155,7.420663e-7,0.2402955,0.000042147207,3.348019e-7,0.0000073033657,0.005316058,0.00010110437],"about_ca_topic_score_codex":0.003968349,"about_ca_topic_score_gemma":0.048372217,"teacher_disagreement_score":0.36378056,"about_ca_system_score_codex":0.00012476539,"about_ca_system_score_gemma":0.00028845787,"threshold_uncertainty_score":0.96899253},"labels":[],"label_agreement":null},{"id":"W3108933888","doi":"10.2196/18364","title":"Gamified Text Messaging Contingent on Device-Measured Steps: Randomized Feasibility Study of a Physical Activity Intervention for Cancer Survivors","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center for Energy Balance in Cancer Prevention and Survivorship; University of Texas MD Anderson Cancer Center; American Cancer Society; Duncan Family Institute for Cancer Prevention and Risk Assessment; National Cancer Institute; National Institutes of Health","keywords":"Intervention (counseling); Text messaging; Randomized controlled trial; Psychology; Applied psychology; Computer science; Medicine; Internet privacy; Psychiatry","score_opus":0.12472744027319013,"score_gpt":0.4345863199035075,"score_spread":0.30985887963031733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108933888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98961633,0.0006602958,0.00026275354,0.003109326,0.00021914867,0.0058808406,0.000055759683,0.00006499928,0.0001305231],"genre_scores_gemma":[0.9979915,0.0000882699,0.000013694851,0.0008401218,0.00023583457,0.0007531509,0.000013888251,0.000028138425,0.000035384965],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9974895,0.00062181905,0.0005217017,0.0005576788,0.0004245824,0.00038468896],"domain_scores_gemma":[0.99815464,0.00043028934,0.0004433641,0.0002568055,0.00022368351,0.0004912346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013693643,0.00023868377,0.001324435,0.00007879922,0.00013426549,0.000015212826,0.000074096344,0.00007551487,0.000012696285],"category_scores_gemma":[0.00023673412,0.0001910211,0.0002635324,0.00024846254,0.00007209792,0.00006166316,0.00003324861,0.000314421,8.059473e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5908316,0.01071801,0.10352029,0.02978638,0.0005554764,0.0000069196535,0.08047256,0.000025832764,0.0006443059,0.00038125162,0.000330705,0.18272671],"study_design_scores_gemma":[0.4464724,0.014712792,0.497779,0.0013715528,0.0017177743,0.0000027492138,0.025270296,0.0097548235,0.0011644725,0.00009937404,0.0010183606,0.00063639367],"about_ca_topic_score_codex":0.008484579,"about_ca_topic_score_gemma":0.0105807455,"teacher_disagreement_score":0.3942587,"about_ca_system_score_codex":0.00019189419,"about_ca_system_score_gemma":0.00029483382,"threshold_uncertainty_score":0.998118},"labels":[],"label_agreement":null},{"id":"W3109007333","doi":"10.2196/23622","title":"Effective Use of Mobile Electronic Medical Records by Medical Interns in Real Clinical Settings: Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical record; Electronic medical record; mHealth; Computer science; Mobile device; Medicine; Medical education; Medical emergency; World Wide Web; Nursing; Psychological intervention","score_opus":0.12406812381993017,"score_gpt":0.5819778444600613,"score_spread":0.45790972064013113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109007333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754394,0.0017415871,0.0009704865,0.011009753,0.0013909804,0.008898273,0.000053612108,0.00022751672,0.00026837236],"genre_scores_gemma":[0.9753477,0.0077082324,0.0005799287,0.012245297,0.0011234275,0.002707723,0.000053770516,0.00011674843,0.000117154574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9626883,0.025858535,0.00548177,0.0014733656,0.001561608,0.0029363942],"domain_scores_gemma":[0.9811609,0.012430229,0.0016064678,0.00063531473,0.00025082467,0.0039163018],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.030610451,0.00053671165,0.0025151405,0.0002707904,0.00045896278,0.000013534264,0.0006401566,0.0013885304,0.00045161988],"category_scores_gemma":[0.007865238,0.00046603696,0.00016395122,0.0010440237,0.00026266224,0.00021353034,0.000442333,0.006998576,0.000051727657],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018680105,0.0017933412,0.59396404,0.007219641,0.00010767512,0.000041391097,0.016477676,5.331177e-7,0.000008619171,0.00036782224,0.044722646,0.3334286],"study_design_scores_gemma":[0.030151432,0.05164445,0.56901115,0.0042578243,0.00027674294,0.00006514217,0.037059285,0.015926657,0.000018214632,0.00034838033,0.28952223,0.0017184886],"about_ca_topic_score_codex":0.012359895,"about_ca_topic_score_gemma":0.011861078,"teacher_disagreement_score":0.3317101,"about_ca_system_score_codex":0.0011128527,"about_ca_system_score_gemma":0.012079063,"threshold_uncertainty_score":0.99990785},"labels":[],"label_agreement":null},{"id":"W3109054695","doi":"10.2196/18188","title":"A Stakeholder-Centered mHealth Implementation Inquiry Within the Digital Health Innovation Ecosystem in South Africa: MomConnect as a Demonstration Case","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Stakeholder; Focus group; Government (linguistics); Digital health; Public relations; Knowledge management; Best practice; Health care; Psychological intervention; Medical education; Business; Medicine; Political science; Computer science; Nursing; Marketing","score_opus":0.3403894594888033,"score_gpt":0.5123310944289904,"score_spread":0.1719416349401871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109054695","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067631165,0.9382494,0.00034356557,0.0071882885,0.0017166112,0.041990444,0.0027912932,0.0005014472,0.00045581692],"genre_scores_gemma":[0.06815484,0.89289117,0.00022941538,0.0062349006,0.0015705074,0.027720204,0.0028368987,0.00027817316,0.00008387536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97970396,0.0048029274,0.009116659,0.0022121489,0.00094346935,0.003220845],"domain_scores_gemma":[0.98586565,0.0016645581,0.008366535,0.0013621075,0.00038639008,0.0023547409],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0069115413,0.0013994294,0.0040098974,0.0015276618,0.004108202,0.00018089371,0.00062839186,0.0011420937,0.00008357001],"category_scores_gemma":[0.00044988218,0.0010999931,0.00026521517,0.0047509694,0.00019087768,0.00051352615,0.0002983688,0.004897704,0.00034400952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014918842,0.00018938835,0.0003977033,0.11572213,0.000046520014,0.000092331524,0.02881251,0.0000013553615,2.4672355e-8,0.0131804785,0.0048144036,0.836594],"study_design_scores_gemma":[0.002984727,0.000979362,0.00024722828,0.008673204,0.00024247951,0.0006963086,0.03606059,0.00015702932,2.5810657e-8,0.00045570292,0.94874406,0.0007592836],"about_ca_topic_score_codex":0.0012861388,"about_ca_topic_score_gemma":0.005407556,"teacher_disagreement_score":0.9439297,"about_ca_system_score_codex":0.0035194764,"about_ca_system_score_gemma":0.031102993,"threshold_uncertainty_score":0.9998756},"labels":[],"label_agreement":null},{"id":"W3109131069","doi":"10.2196/23477","title":"Effectiveness of Disease-Specific mHealth Apps in Patients With Diabetes Mellitus: Scoping Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":174,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Strong","keywords":"mHealth; CINAHL; Medicine; Gestational diabetes; MEDLINE; Randomized controlled trial; Cochrane Library; Type 2 Diabetes Mellitus; Observational study; Telemedicine; Family medicine; Health care; Diabetes mellitus; Nursing; Pregnancy; Internal medicine; Psychological intervention","score_opus":0.09222981221480424,"score_gpt":0.4599433551502376,"score_spread":0.36771354293543335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109131069","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000441991,0.9451692,0.000026460704,0.0006189466,0.00042795448,0.05237677,0.0006174133,0.00016568994,0.00015558561],"genre_scores_gemma":[0.000450314,0.9608425,0.0001743071,0.0019298779,0.00031145292,0.034769062,0.001269661,0.00024200777,0.000010805975],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98264724,0.0062429304,0.005357551,0.0020281265,0.0009400107,0.0027841649],"domain_scores_gemma":[0.9870197,0.0031901603,0.0039959815,0.0014806496,0.00043606205,0.0038774407],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0048446637,0.0012541473,0.007394489,0.0007269556,0.0010451104,0.000014666863,0.00064046413,0.0007708686,0.00008947655],"category_scores_gemma":[0.0003008992,0.0009911961,0.0003191478,0.00239361,0.00027120963,0.00020380784,0.0002515312,0.003204855,0.00014103782],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026936704,0.00023256992,0.004650327,0.62248915,0.000016846194,0.000001689981,0.000060157483,1.277931e-7,2.398752e-9,0.0006739759,0.00046860412,0.37113717],"study_design_scores_gemma":[0.0017878246,0.000492011,0.015477847,0.5964375,0.000376035,3.793199e-7,0.000018592882,0.0000015919488,9.346248e-9,0.000051922718,0.38489434,0.00046193943],"about_ca_topic_score_codex":0.000091498725,"about_ca_topic_score_gemma":0.000064405016,"teacher_disagreement_score":0.38442576,"about_ca_system_score_codex":0.0012728166,"about_ca_system_score_gemma":0.015576773,"threshold_uncertainty_score":0.99925387},"labels":[],"label_agreement":null},{"id":"W3109242291","doi":"10.2196/19346","title":"Utilization of Smartphone Depth Mapping Cameras for App-Based Grading of Facial Movement Disorders: Development and Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Facial Nerve Paralysis Treatment and Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Weighting; Human–computer interaction; Artificial intelligence; Grading (engineering); Software; Context (archaeology); Computer vision; Medicine; Operating system","score_opus":0.21842778477102226,"score_gpt":0.43932773202718917,"score_spread":0.2208999472561669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109242291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933837,0.00056721095,0.0013141994,0.0017552776,0.000024212328,0.0028830962,0.00001554782,0.000018185563,0.00003854843],"genre_scores_gemma":[0.9978314,0.0001389791,0.0014416013,0.00035270263,0.00003110677,0.00011416241,0.00006374187,0.000010738506,0.000015546822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985087,0.0000831647,0.0005338458,0.00031198649,0.00028853057,0.0002737901],"domain_scores_gemma":[0.99922323,0.0000707687,0.00018095635,0.000108020184,0.00008237587,0.00033463526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045695412,0.00013426921,0.00048003084,0.00012524714,0.00016526651,0.0000061688747,0.000035722416,0.000049146834,0.0000061808437],"category_scores_gemma":[0.000056914632,0.00010781424,0.000045172797,0.0002470439,0.00007063706,0.000032068492,0.000025664787,0.000087214066,3.711718e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014148382,0.0013800948,0.87405443,0.0054240725,0.0000709704,8.4386716e-7,0.006956807,0.0000057601205,0.00031380056,0.000030922685,0.00006158252,0.110285856],"study_design_scores_gemma":[0.006924302,0.0028867219,0.98275214,0.00008370029,0.00008252996,1.5036608e-7,0.0031762763,0.0017665435,0.0018762946,0.000037848007,0.0003159387,0.000097576725],"about_ca_topic_score_codex":0.00023022425,"about_ca_topic_score_gemma":0.00031502405,"teacher_disagreement_score":0.11018828,"about_ca_system_score_codex":0.00007540437,"about_ca_system_score_gemma":0.00042487192,"threshold_uncertainty_score":0.43965372},"labels":[],"label_agreement":null},{"id":"W3109625320","doi":"10.2196/24693","title":"Attitudes Toward Using COVID-19 mHealth Tools Among Adults With Chronic Health Conditions: Secondary Data Analysis of the COVID-19 Impact Survey","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute","keywords":"Coronavirus disease 2019 (COVID-19); mHealth; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Medicine; Telemedicine; Psychology; Health care; Psychological intervention; Virology; Nursing; Infectious disease (medical specialty); Disease","score_opus":0.3063126098644981,"score_gpt":0.5374303795209584,"score_spread":0.2311177696564603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109625320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82326514,0.012402953,0.007643275,0.09600772,0.00057972857,0.022315517,0.037051,0.0005749505,0.00015973805],"genre_scores_gemma":[0.8599345,0.0086369235,0.000664192,0.12163533,0.00048431056,0.0018767348,0.006623675,0.00011307332,0.000031264895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98414,0.005580849,0.0038011551,0.0022714485,0.0011728033,0.0030337896],"domain_scores_gemma":[0.9767479,0.003788486,0.0042576115,0.0029909897,0.000483503,0.0117315315],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007969154,0.0008554666,0.0025905385,0.00075465534,0.005636771,0.000060903574,0.0016404431,0.0005861238,0.0009373824],"category_scores_gemma":[0.0023558333,0.00063037884,0.00026903977,0.0055288775,0.0008864044,0.0006605475,0.0007443955,0.0027595535,0.000025645722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0018357782,0.00034937306,0.8878774,0.040881786,0.0004415351,0.0000057614775,0.007946509,0.0014272531,0.0000033344515,0.0010942164,0.0532993,0.0048377523],"study_design_scores_gemma":[0.005067753,0.0012020896,0.95107865,0.0003876471,0.0006174059,0.000017471177,0.0018393148,0.008574008,3.4230106e-7,0.00007277027,0.030622892,0.00051965326],"about_ca_topic_score_codex":0.10490355,"about_ca_topic_score_gemma":0.09560318,"teacher_disagreement_score":0.08989629,"about_ca_system_score_codex":0.004322642,"about_ca_system_score_gemma":0.09421894,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W3110006966","doi":"10.2196/19570","title":"Pre-Conception Interventions for Subfertile Couples Undergoing Assisted Reproductive Technology Treatment: Modeling Analysis","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ovarian function and disorders","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pregnancy; Medicine; Assisted reproductive technology; Gestational diabetes; Fertility; Population; Psychological intervention; Obstetrics; Reproductive health; Infertility; Intracytoplasmic sperm injection; Gynecology; Gestation; Environmental health; Psychiatry","score_opus":0.1290217572193884,"score_gpt":0.40936185294512434,"score_spread":0.2803400957257359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110006966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8428126,0.0030910112,0.10548393,0.046255514,0.000112661444,0.0016477696,0.0000438898,0.0003105856,0.00024201594],"genre_scores_gemma":[0.9954003,0.0007986247,0.0018935944,0.0011176042,0.00016423615,0.00020160149,0.00019824145,0.00001695741,0.00020880223],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986703,0.000037246486,0.0004124353,0.00050227984,0.00009223624,0.00028552205],"domain_scores_gemma":[0.9991699,0.000046435925,0.00015212728,0.00021000084,0.00011147257,0.00031006988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014392495,0.00013952344,0.0004294989,0.0003156988,0.00024924823,0.00001573681,0.00003189004,0.000115049676,0.000055954046],"category_scores_gemma":[0.00015310221,0.00012355426,0.00019289495,0.00080448133,0.00004928281,0.0000674652,0.000013505441,0.00011994467,0.0000049783657],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024758862,0.0060512843,0.2992946,0.029246073,0.0064463015,0.000024006018,0.026547484,0.0134413205,0.0012401469,0.022104641,0.0066539054,0.5641914],"study_design_scores_gemma":[0.019308748,0.014032705,0.14155936,0.00048846647,0.008558574,0.000040622683,0.016290639,0.79121476,0.000102528305,0.0025689402,0.005153763,0.00068086345],"about_ca_topic_score_codex":0.00010597349,"about_ca_topic_score_gemma":0.00022861784,"teacher_disagreement_score":0.77777344,"about_ca_system_score_codex":0.00014547033,"about_ca_system_score_gemma":0.0002931033,"threshold_uncertainty_score":0.5038397},"labels":[],"label_agreement":null},{"id":"W3110351467","doi":"10.2196/22478","title":"Mobile Health Strategies to Tackle Skin Neglected Tropical Diseases With Recommendations From Innovative Experiences: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Neglected tropical diseases; mHealth; Medicine; Computer science; Psychological intervention; Public health; Pathology; Nursing","score_opus":0.07323932351312805,"score_gpt":0.44455117738229705,"score_spread":0.371311853869169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110351467","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054723627,0.9815302,0.00036608204,0.0034541725,0.00008465494,0.013139257,0.0010768239,0.00017082856,0.00012327591],"genre_scores_gemma":[0.00023536981,0.96671057,0.0009111542,0.015186031,0.00012604988,0.014109128,0.0026240456,0.000052969226,0.000044713684],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99546003,0.000757736,0.0019180746,0.00081667677,0.00041234333,0.0006351393],"domain_scores_gemma":[0.9958812,0.00035063387,0.0010203316,0.0005185618,0.00025038142,0.001978879],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000060566683,0.00058809563,0.004592189,0.00020190683,0.00035595312,0.00009625138,0.00019435573,0.00015179576,0.00016709151],"category_scores_gemma":[0.0002523442,0.00036435848,0.00020270744,0.0018657777,0.00012059146,0.00016206816,0.000067421715,0.00056609727,0.000082522485],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040687482,0.00029263846,0.000007713153,0.8949023,0.00011048938,0.000027105225,0.0013690236,4.5384578e-8,3.5250785e-9,0.0006098612,0.014158259,0.0884819],"study_design_scores_gemma":[0.0004518437,0.0031616164,0.0003626043,0.475907,0.001792051,0.00008643612,0.005079149,0.000007938013,7.1131656e-9,0.000024431312,0.5127361,0.000390851],"about_ca_topic_score_codex":0.00009629855,"about_ca_topic_score_gemma":0.000016251855,"teacher_disagreement_score":0.4985778,"about_ca_system_score_codex":0.00031480202,"about_ca_system_score_gemma":0.005562964,"threshold_uncertainty_score":0.99988085},"labels":[],"label_agreement":null},{"id":"W3110746637","doi":"10.2196/24374","title":"Shaping Workflows in Digital and Remote Diabetes Care During the COVID-19 Pandemic via Service Design: Prospective, Longitudinal, Open-label Feasibility Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Berlin Institute of Health; Deutsche Forschungsgemeinschaft; Wellcome Trust","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Telemedicine; Workflow; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); mHealth; Computer science; Health care; Virology; Nursing; Psychological intervention; Outbreak; Political science; Infectious disease (medical specialty); Disease; Internal medicine","score_opus":0.29015267252923205,"score_gpt":0.4462847190712856,"score_spread":0.15613204654205354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110746637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97560817,0.002193321,0.00007629823,0.014918286,0.000064535045,0.006837967,0.000019222336,0.000081765866,0.00020041999],"genre_scores_gemma":[0.99266666,0.00046777338,0.00022373798,0.0061679375,0.00024350101,0.00012219291,0.000020197207,0.000028635764,0.000059382823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974837,0.00019329257,0.00047388644,0.00072902377,0.00035541458,0.000764698],"domain_scores_gemma":[0.9981765,0.0002619258,0.00014395166,0.00030600795,0.00009572087,0.0010159059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011230081,0.00023725933,0.0005468151,0.000111647976,0.0004965384,0.00022560754,0.00025505442,0.000110282876,0.00001535896],"category_scores_gemma":[0.00039145263,0.00016847873,0.00002771483,0.00071908697,0.00013240105,0.00030497703,0.0004438063,0.00061883463,0.000011860225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018334508,0.0002114869,0.9470141,0.008904906,0.000031059,0.000019507577,0.002787764,0.000005149885,0.000030213108,0.000012892345,0.0002312421,0.022417199],"study_design_scores_gemma":[0.096384875,0.004170728,0.88638806,0.00045590673,0.000108522305,0.000009031289,0.0016824082,0.008186681,0.000008759127,0.00085468014,0.0013085227,0.00044184655],"about_ca_topic_score_codex":0.00016220132,"about_ca_topic_score_gemma":0.00020700919,"teacher_disagreement_score":0.07805037,"about_ca_system_score_codex":0.0003933793,"about_ca_system_score_gemma":0.0005496166,"threshold_uncertainty_score":0.68703634},"labels":[],"label_agreement":null},{"id":"W3110781834","doi":"10.2196/24703","title":"Effectiveness of Smartphone-Based Cognitive Behavioral Therapy Among Patients With Major Depression: Systematic Review of Health Implications","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Mood; Depression (economics); Quality of life (healthcare); Psychological intervention; Systematic review; Cognitive behavioral therapy; Medicine; Anxiety; Health care; Cognition; Psychiatry; MEDLINE; Clinical psychology; Nursing","score_opus":0.1008051844030417,"score_gpt":0.4856533480749739,"score_spread":0.3848481636719322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110781834","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015925233,0.9758435,0.000081232785,0.00011958204,0.0002827519,0.019571768,0.0023272347,0.00005967768,0.000121712976],"genre_scores_gemma":[0.04497761,0.9455012,0.000053027357,0.00047342078,0.00002265983,0.007198187,0.0016333502,0.00012317597,0.000017372658],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99095035,0.0036643986,0.0033701183,0.0008646289,0.000462125,0.0006884007],"domain_scores_gemma":[0.992086,0.0010075053,0.0050382153,0.0007600259,0.00037060087,0.0007376764],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016308308,0.0006489775,0.005344299,0.00032594756,0.00021239762,0.000015540672,0.0003544059,0.0002664679,0.00006398379],"category_scores_gemma":[0.000067014545,0.0004675404,0.00047712392,0.00092387415,0.00026776915,0.00010921824,0.00006493117,0.00056365243,0.000024686684],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016914078,0.0017489626,0.0016994982,0.7912089,0.0001221672,0.0000011298343,0.00009016309,4.057529e-9,1.7929586e-9,0.00010744698,0.00007454458,0.20477802],"study_design_scores_gemma":[0.0020729243,0.0044724084,0.04973271,0.9410131,0.0012332586,0.000011749724,0.000041111824,1.1931488e-7,2.999792e-7,0.000014886557,0.0010962529,0.00031117917],"about_ca_topic_score_codex":0.0004117879,"about_ca_topic_score_gemma":0.000019754656,"teacher_disagreement_score":0.20446683,"about_ca_system_score_codex":0.00034302814,"about_ca_system_score_gemma":0.0016622379,"threshold_uncertainty_score":0.9997776},"labels":[],"label_agreement":null},{"id":"W3110836953","doi":"10.2196/20642","title":"COVID-19–Related Disruptions and Increased mHealth Emergency Use Intention: Experience Sampling Method Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; National Natural Science Foundation of China","keywords":"mHealth; Mental health; Pandemic; Experience sampling method; Medicine; Psychology; Mainland China; Psychological intervention; Medical emergency; Applied psychology; Coronavirus disease 2019 (COVID-19); Nursing; Psychiatry; China; Social psychology; Disease","score_opus":0.40437595044910013,"score_gpt":0.5893019705967201,"score_spread":0.18492602014761994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110836953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97462815,0.0018576155,0.0035732582,0.015549564,0.0006611792,0.0031265642,0.00010363808,0.00024130935,0.0002587282],"genre_scores_gemma":[0.98409003,0.0017328432,0.0030379645,0.009853084,0.00020700242,0.00061617105,0.000068360125,0.00005122261,0.00034334266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941507,0.0015132993,0.0014000769,0.001179159,0.0005083761,0.0012484023],"domain_scores_gemma":[0.9925107,0.0005255442,0.00043133946,0.0005252277,0.00010175156,0.0059054527],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021105888,0.0003479372,0.00060113333,0.00024600077,0.0012668243,0.00006655647,0.0002568949,0.00020801042,0.0017325692],"category_scores_gemma":[0.00094300864,0.00033533195,0.000060038372,0.0008776221,0.00016871696,0.00028341435,0.00020292081,0.000952411,0.00006298609],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017150415,0.001853997,0.73358524,0.005175556,0.000088929206,0.00010997266,0.18510793,0.0000039598663,0.000043182878,0.012925563,0.004370267,0.055020366],"study_design_scores_gemma":[0.004307505,0.003199967,0.9328424,0.00004552008,0.00007379085,0.000112000176,0.042287134,0.00091463985,0.0000012416051,0.00068057765,0.015095498,0.00043977043],"about_ca_topic_score_codex":0.009129926,"about_ca_topic_score_gemma":0.000615906,"teacher_disagreement_score":0.19925712,"about_ca_system_score_codex":0.00033885645,"about_ca_system_score_gemma":0.0008592861,"threshold_uncertainty_score":0.9999099},"labels":[],"label_agreement":null},{"id":"W3111523287","doi":"10.2196/23058","title":"Motivation to Participate in Precision Health Research and Acceptability of Texting as a Recruitment and Intervention Strategy Among Vietnamese Americans: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging; National Institutes of Health","keywords":"Vietnamese; Medical education; Health equity; Focus group; Psychology; Intervention (counseling); Health literacy; Medicine; Applied psychology; Family medicine; Gerontology; Health care; Nursing; Public health; Political science","score_opus":0.6150668977362067,"score_gpt":0.6541069470985744,"score_spread":0.03904004936236771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111523287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.963765,0.0009830041,0.00020366028,0.014976859,0.00006342979,0.01972149,0.000055413326,0.00005990315,0.00017124394],"genre_scores_gemma":[0.9830081,0.0016654917,0.0005184189,0.0024953804,0.00009216601,0.012123569,0.000029799074,0.00003474413,0.000032368524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98797,0.006390144,0.0025495547,0.0010904985,0.0006051695,0.0013946126],"domain_scores_gemma":[0.9937804,0.002077504,0.0009471403,0.00039991393,0.00039604562,0.0023990402],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012483745,0.0002846946,0.0009411948,0.0004351124,0.0011514708,0.000023197636,0.00015744958,0.00017704922,0.000088014276],"category_scores_gemma":[0.0015812166,0.000264975,0.000031068677,0.001457902,0.00025969426,0.00024097814,0.00028121273,0.0013181436,0.000012965982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012012311,0.00090749614,0.34524098,0.0072016376,0.000009928985,0.0000011902613,0.33817866,0.0000061482524,0.000009112119,0.0010851288,0.00044619522,0.30571228],"study_design_scores_gemma":[0.0020211847,0.005995476,0.7255119,0.0003488899,0.000008292403,5.675817e-7,0.26359385,0.0003250751,0.0000017152115,0.0012781883,0.0007895092,0.00012536289],"about_ca_topic_score_codex":0.017535012,"about_ca_topic_score_gemma":0.0067781853,"teacher_disagreement_score":0.3802709,"about_ca_system_score_codex":0.000498484,"about_ca_system_score_gemma":0.0014442912,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W3112020795","doi":"10.2196/25137","title":"Wearables in the SARS-CoV-2 Pandemic: What Are They Good for?","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Product (mathematics); Process (computing); Consumer privacy; Incentive; Internet privacy; Computer science; Pandemic; Quality (philosophy); Business; Risk analysis (engineering); Marketing; Medicine; Coronavirus disease 2019 (COVID-19); Information privacy","score_opus":0.09845213473357906,"score_gpt":0.3484713062891782,"score_spread":0.25001917155559916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112020795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98700356,0.006532301,0.0004853471,0.004037952,0.00038765167,0.0009419885,0.000022140985,0.00020654296,0.00038248466],"genre_scores_gemma":[0.99178714,0.004397866,0.00023932959,0.0028691213,0.0005032461,0.0001565276,0.000005909628,0.000038054004,0.000002817051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867266,0.000069371796,0.00030258132,0.0002452787,0.0001577843,0.00055229984],"domain_scores_gemma":[0.99937034,0.00020985304,0.00006349671,0.00016925468,0.000020662352,0.0001664254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037418562,0.00018480032,0.00026763274,0.00005616674,0.00013628966,0.00009777555,0.00018867459,0.0001004907,9.168057e-7],"category_scores_gemma":[0.0000346438,0.00014324192,0.000040286453,0.00019643137,0.000022406924,0.0002866155,0.000023839571,0.00034872393,0.000009448105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078275683,0.00037982353,0.53473467,0.03462903,0.00013307645,0.0001254299,0.088404946,0.0014637272,0.0552009,0.0063021127,0.028312659,0.24953088],"study_design_scores_gemma":[0.024052555,0.005589183,0.47322455,0.0064617805,0.0003704805,0.00037043815,0.11002831,0.02278189,0.029930424,0.030939879,0.28989318,0.006357322],"about_ca_topic_score_codex":0.00008200591,"about_ca_topic_score_gemma":0.00028581556,"teacher_disagreement_score":0.26158053,"about_ca_system_score_codex":0.00008842985,"about_ca_system_score_gemma":0.00006241127,"threshold_uncertainty_score":0.5841236},"labels":[],"label_agreement":null},{"id":"W3112243945","doi":"10.2196/18316","title":"eHealth Delivery of Educational Content Using Selected Visual Methods to Improve Health Literacy on Lifestyle-Related Diseases: Literature Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center of Innovation Program; Japan Science and Technology Agency","keywords":"eHealth; Health literacy; Psychological intervention; Medicine; Gerontology; Systematic review; Population; Literacy; mHealth; Family medicine; MEDLINE; Health care; Psychology; Environmental health; Nursing","score_opus":0.12117873460145505,"score_gpt":0.5816487534742468,"score_spread":0.46047001887279176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112243945","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027207652,0.9690647,0.0002351495,0.008829806,0.0020259996,0.016331116,0.0029151007,0.00017668481,0.00014936473],"genre_scores_gemma":[0.000034189692,0.92719275,0.0093083065,0.057268206,0.0010533226,0.0015765199,0.0031611046,0.00016415899,0.0002414379],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97108,0.012162625,0.011642534,0.0018128349,0.00095228804,0.0023497033],"domain_scores_gemma":[0.97856027,0.0041164216,0.009065246,0.0012213087,0.0019216497,0.005115112],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00674654,0.0014143096,0.0068999054,0.0011511463,0.0019020877,0.000080611375,0.0007081588,0.0011002067,0.0003610534],"category_scores_gemma":[0.0024938278,0.0011186551,0.0006010944,0.0045743925,0.00013600044,0.00089516735,0.0003685909,0.0048309606,0.00020226001],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014968935,0.0002764296,0.00019275521,0.44369656,0.00005148559,0.0000015301879,0.002069614,2.1247102e-7,9.2054236e-8,0.000514429,0.0063741016,0.5466731],"study_design_scores_gemma":[0.0008925212,0.0012254952,0.001408205,0.24155913,0.00039995843,0.000026031856,0.00010815453,0.00036329124,5.731203e-8,0.000050551917,0.75331193,0.0006546441],"about_ca_topic_score_codex":0.0005241598,"about_ca_topic_score_gemma":0.000015241379,"teacher_disagreement_score":0.7469379,"about_ca_system_score_codex":0.002769973,"about_ca_system_score_gemma":0.035631005,"threshold_uncertainty_score":0.9998607},"labels":[],"label_agreement":null},{"id":"W3112469528","doi":"10.2196/22452","title":"Opportunities and Challenges of a Self-Management App to Support People With Spinal Cord Injury in the Prevention of Pressure Injuries: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Thematic analysis; Qualitative research; Spinal cord injury; Medicine; mHealth; Self-management; Stakeholder; Health care; Psychology; Applied psychology; Nursing; Psychological intervention; Spinal cord; Computer science; Public relations; Business","score_opus":0.2035882094348197,"score_gpt":0.4914036285159767,"score_spread":0.287815419081157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112469528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97775644,0.0011549458,0.000013592922,0.017182052,0.0000115279545,0.0033535801,0.000025412159,0.000019705703,0.000482767],"genre_scores_gemma":[0.99504817,0.0035044241,0.00039945322,0.00064922834,0.000033991935,0.00029789307,0.0000063257303,0.000013721677,0.000046775454],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99790406,0.00045386524,0.0004874962,0.00030755013,0.0005584194,0.00028858622],"domain_scores_gemma":[0.9990555,0.00006773593,0.00020295076,0.00022026697,0.0001348837,0.00031863456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014678462,0.00014595602,0.00049972,0.0002038566,0.00006400221,0.000008155471,0.00011004734,0.000039994993,0.0000115812945],"category_scores_gemma":[0.00003509159,0.00009983524,0.000020794016,0.00036725536,0.0000831538,0.0000767029,0.000085434156,0.0002279402,6.9461055e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13862269,0.004052116,0.027232861,0.07833401,0.00039527303,0.00005912754,0.6193982,4.80469e-7,0.000028372084,0.009592936,0.0018234858,0.12046048],"study_design_scores_gemma":[0.0019476298,0.19816712,0.33700824,0.0003210944,0.00017826038,0.000008453768,0.460142,0.000010804459,0.000011754007,0.00007601841,0.0020265144,0.00010215808],"about_ca_topic_score_codex":0.00017279103,"about_ca_topic_score_gemma":0.00015764333,"teacher_disagreement_score":0.30977535,"about_ca_system_score_codex":0.000024642586,"about_ca_system_score_gemma":0.00037286614,"threshold_uncertainty_score":0.4071163},"labels":[],"label_agreement":null},{"id":"W3112761458","doi":"10.2196/23548","title":"WeChat as a Platform for Baduanjin Intervention in Patients With Stable Chronic Obstructive Pulmonary Disease in China: Retrospective Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Pulmonary rehabilitation; Physical therapy; Randomized controlled trial; Rehabilitation; Pulmonary disease; Pulmonary function testing; Quality of life (healthcare); Internal medicine; Nursing","score_opus":0.014087770669770499,"score_gpt":0.30406860079170434,"score_spread":0.2899808301219338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112761458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98153615,0.0005651823,0.00007729801,0.0024899833,0.00015708445,0.01499395,0.000029829589,0.000026495025,0.00012399959],"genre_scores_gemma":[0.9976806,0.0001423121,0.00006591622,0.0005892043,0.00026238905,0.0010997143,0.000099433324,0.000019373114,0.000041063886],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9982983,0.00012924794,0.0005699706,0.00038491873,0.00021771602,0.00039988724],"domain_scores_gemma":[0.99898,0.00014813001,0.00027926653,0.00011346818,0.000060355273,0.000418775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004973377,0.00020793307,0.0012939924,0.00010378243,0.00007296004,0.000015804233,0.000041516105,0.00010674961,0.000018256951],"category_scores_gemma":[0.00019311975,0.0001362393,0.00015408224,0.0002200841,0.000065482236,0.00013325068,0.000021299775,0.00034555848,0.0000012120026],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9634,0.00060755335,0.029323028,0.0017251302,0.00003306899,0.000009874446,0.00046631045,0.0000020917698,0.000002260858,0.00055031717,0.000017150865,0.0038632199],"study_design_scores_gemma":[0.66103435,0.0037391488,0.3311757,0.000208469,0.00009848232,4.307091e-7,0.000057113768,0.0029256095,0.0000032605742,0.0006467535,0.000013957537,0.00009672434],"about_ca_topic_score_codex":0.00035822327,"about_ca_topic_score_gemma":0.00006317154,"teacher_disagreement_score":0.30236566,"about_ca_system_score_codex":0.0003379316,"about_ca_system_score_gemma":0.00040227317,"threshold_uncertainty_score":0.55556774},"labels":[],"label_agreement":null},{"id":"W3112802641","doi":"10.2196/25018","title":"The Digital Marshmallow Test (DMT) Diagnostic and Monitoring Mobile Health App for Impulsive Behavior: Development and Validation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"mHealth; Impulsivity; Psychological intervention; Psychology; Digital health; Android (operating system); Applied psychology; Medicine; Computer science; Clinical psychology; Health care; Psychiatry","score_opus":0.1265763065546018,"score_gpt":0.44631336434588825,"score_spread":0.31973705779128647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112802641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99203146,0.0023408425,0.000022323402,0.0006775185,0.00029025506,0.0044525415,0.000084071275,0.00007671841,0.0000242879],"genre_scores_gemma":[0.99549276,0.00038073948,0.00017225118,0.00018767317,0.00015127753,0.0034579826,0.000054369197,0.000034611614,0.00006834501],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810505,0.00008346467,0.0004927981,0.0005492645,0.00018195949,0.00058744923],"domain_scores_gemma":[0.99811494,0.00077063224,0.00022011629,0.0001790748,0.000050837738,0.0006643862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034000637,0.00023961217,0.00031697808,0.000054065156,0.0009533201,0.00016112205,0.00008434782,0.0000735035,0.000002758692],"category_scores_gemma":[0.00008408349,0.00018703405,0.00002414619,0.00012046876,0.000063194566,0.00009803184,0.00006411152,0.0001907515,0.0000067036085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008329007,0.00050012063,0.6604626,0.00014701087,0.000016641065,0.000007685976,0.010917012,1.7438299e-7,0.0000012027772,0.00002381395,0.00010656055,0.32773387],"study_design_scores_gemma":[0.0024260455,0.0040421397,0.9832481,0.000026849866,0.0000694169,0.000017522028,0.008124635,0.0000047351487,0.000010064844,0.000013075344,0.0018592104,0.00015818985],"about_ca_topic_score_codex":0.00012992267,"about_ca_topic_score_gemma":0.000028858443,"teacher_disagreement_score":0.32757568,"about_ca_system_score_codex":0.000099678866,"about_ca_system_score_gemma":0.00019714603,"threshold_uncertainty_score":0.7627027},"labels":[],"label_agreement":null},{"id":"W3112911182","doi":"10.2196/20630","title":"Five Lessons Learned From Randomized Controlled Trials on Mobile Health Interventions: Consensus Procedure on Practical Recommendations for Sustainable Research","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Randomized controlled trial; Stakeholder; Sustainability; Medicine; Intervention (counseling); Knowledge management; Psychology; Computer science; Nursing; Public relations; Political science","score_opus":0.4747243472311442,"score_gpt":0.6306022523306913,"score_spread":0.15587790509954713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112911182","genre_codex":"commentary","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013166586,0.005522322,0.0011361088,0.8556174,0.0006707474,0.11951089,0.0013956468,0.00047112815,0.0025091572],"genre_scores_gemma":[0.3051758,0.03649306,0.008596223,0.12987466,0.003072009,0.5078567,0.0020148547,0.00027563234,0.0066410387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9647727,0.022780582,0.0065191435,0.0017768308,0.00094495807,0.003205765],"domain_scores_gemma":[0.91222626,0.077295296,0.004008491,0.00089024665,0.001598854,0.003980884],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047687974,0.00065142027,0.006450167,0.0007165174,0.0066662896,0.000098085824,0.00035153856,0.0006797946,0.0005632],"category_scores_gemma":[0.049987547,0.0004996879,0.00087629975,0.001002028,0.00039297406,0.00015561706,0.00016385064,0.0037575276,0.00031022844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.19728708,0.00103316,0.000033553577,0.011204645,0.00016829668,0.0000045540264,0.0048853057,0.00002123324,0.0000017896823,0.26980782,0.49427298,0.02127959],"study_design_scores_gemma":[0.3382737,0.008076285,0.00019646059,0.002540007,0.00040584034,0.0000033486292,0.039460137,0.00403755,0.000003086833,0.034158908,0.5722796,0.0005651],"about_ca_topic_score_codex":0.0018914118,"about_ca_topic_score_gemma":0.0002886968,"teacher_disagreement_score":0.72574276,"about_ca_system_score_codex":0.0011157979,"about_ca_system_score_gemma":0.013135946,"threshold_uncertainty_score":0.9997455},"labels":[],"label_agreement":null},{"id":"W3113188165","doi":"10.2196/19712","title":"Effectiveness of a Mobile-Based Influenza-Like Illness Surveillance System (FluMob) Among Health Care Workers: Longitudinal Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Medicine; Sore throat; Influenza-like illness; mHealth; Disease surveillance; Medical emergency; Health care; Family medicine; Environmental health; Psychological intervention; Public health; Nursing","score_opus":0.10420537086138254,"score_gpt":0.43590636440781394,"score_spread":0.3317009935464314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113188165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97883356,0.01265006,0.000110684,0.0004278738,0.00017516772,0.007359583,0.00011427603,0.00022867504,0.000100124875],"genre_scores_gemma":[0.99723166,0.00017316424,0.00012434476,0.001162868,0.00017981518,0.0010248167,0.000033041008,0.00006652753,0.0000037422594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99418527,0.0014962921,0.0011634832,0.0009575542,0.0010207201,0.0011766667],"domain_scores_gemma":[0.9961432,0.00058613234,0.00056187744,0.0005924766,0.0006125893,0.0015036761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022705898,0.0004726786,0.001861172,0.00027726407,0.00060440367,0.000033665532,0.00021169006,0.00015021584,0.000007874439],"category_scores_gemma":[0.0002019179,0.00040021833,0.00014196296,0.0010524319,0.00034749482,0.00012006853,0.00015363084,0.00072898465,0.000010719327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057573062,0.0004030949,0.90883976,0.072472,0.00012213348,0.000053055053,0.008701727,0.00010154292,0.000009286529,0.000023570063,0.00023373264,0.0032827903],"study_design_scores_gemma":[0.007930614,0.0076462035,0.9616912,0.0014811923,0.00006752846,0.000008059711,0.020107955,0.00022764911,0.00002880025,6.6484034e-7,0.0005311076,0.00027900026],"about_ca_topic_score_codex":0.0032992433,"about_ca_topic_score_gemma":0.00031854393,"teacher_disagreement_score":0.07099081,"about_ca_system_score_codex":0.00082050834,"about_ca_system_score_gemma":0.0024431811,"threshold_uncertainty_score":0.99984497},"labels":[],"label_agreement":null},{"id":"W3113612933","doi":"10.2196/22792","title":"Patterns and Perceptions of Smartphone Use Among Academic Neurologists in the United States: Questionnaire Survey","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Descriptive statistics; Family medicine; Neurology; Perception; Telemedicine; MEDLINE; Computer-assisted web interviewing; Smartphone app; Health care; Psychology; Psychiatry; Internet privacy","score_opus":0.13242096718893656,"score_gpt":0.4544250219611826,"score_spread":0.32200405477224603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113612933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96942437,0.0004758503,0.000363613,0.025269918,0.00013209567,0.003819158,0.0004030541,0.00009218518,0.000019786328],"genre_scores_gemma":[0.9451209,0.016727539,0.00004945918,0.035380453,0.00016997798,0.0020098616,0.00049081654,0.00003287667,0.000018160048],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933394,0.0031804715,0.0015170488,0.0005919668,0.00031807635,0.0010530397],"domain_scores_gemma":[0.99568605,0.0018189135,0.0006662198,0.0004160853,0.00019976446,0.00121296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002792066,0.000274129,0.00055497023,0.0002649271,0.0009888175,0.000013497529,0.0002616292,0.00040528996,0.00003782884],"category_scores_gemma":[0.0006437095,0.0002129752,0.00003259036,0.001057529,0.00024545693,0.00018663406,0.000106245934,0.0022877017,0.000017549472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002253827,0.00006774238,0.98059404,0.0030365665,0.0000024875865,0.0000019023165,0.009700466,0.000012419753,0.0000016145856,0.0007826497,0.0033523059,0.002222446],"study_design_scores_gemma":[0.0011551206,0.0003462242,0.9900497,0.0002035416,0.000017581287,0.0000036860831,0.0023160446,0.0012488368,1.1856308e-7,0.0001507769,0.0043738363,0.00013449059],"about_ca_topic_score_codex":0.039288864,"about_ca_topic_score_gemma":0.016164122,"teacher_disagreement_score":0.024303485,"about_ca_system_score_codex":0.00009333511,"about_ca_system_score_gemma":0.0007866206,"threshold_uncertainty_score":0.9939053},"labels":[],"label_agreement":null},{"id":"W3114149626","doi":"10.2196/22090","title":"Comparison of the Physical Activity Measured by a Consumer Wearable Activity Tracker and That Measured by Self-Report: Cross-Sectional Analysis of the Health eHeart Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Research Resources; National Institute of Diabetes and Digestive and Kidney Diseases; Patient-Centered Outcomes Research Institute","keywords":"Activity tracker; Metabolic equivalent; Physical activity; Medicine; Activity monitor; Spearman's rank correlation coefficient; Physical therapy; Cross-sectional study; Regression analysis; Pedometer; Gerontology; Statistics; Mathematics","score_opus":0.14929559065079728,"score_gpt":0.4407540411426471,"score_spread":0.2914584504918498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114149626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850535,0.00083273154,0.00003735052,0.011662927,0.000095558265,0.0019740094,0.00025115532,0.000051209816,0.000041550626],"genre_scores_gemma":[0.9986382,0.00013850027,0.000019203322,0.0009916099,0.00008363055,0.000054256172,0.000011935675,0.000024811181,0.00003781185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956894,0.0010118374,0.0006568252,0.0007310825,0.0012875092,0.00062335],"domain_scores_gemma":[0.99689555,0.00032223726,0.0011406611,0.0005686354,0.00019049676,0.0008824364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012167834,0.0003281365,0.0018319256,0.0000758842,0.0007942151,0.000030098781,0.00016673439,0.00015574606,0.00001103183],"category_scores_gemma":[0.00012735675,0.00021180726,0.0002820468,0.0010713426,0.00043995466,0.00017936467,0.00010809551,0.0011076882,0.000001037956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015752357,0.009649742,0.9723813,0.0015804055,0.00062946184,8.6296205e-7,0.0050688586,0.0000069201205,0.0041930745,0.000011553958,0.0019229995,0.002979575],"study_design_scores_gemma":[0.002035829,0.0015864733,0.98985195,0.000041850384,0.00073749217,0.000009361124,0.00028309465,0.0026985714,0.0021807754,0.000014323814,0.00041291895,0.00014734094],"about_ca_topic_score_codex":0.0024061988,"about_ca_topic_score_gemma":0.0003977994,"teacher_disagreement_score":0.01747066,"about_ca_system_score_codex":0.0002205687,"about_ca_system_score_gemma":0.0014058324,"threshold_uncertainty_score":0.86372495},"labels":[],"label_agreement":null},{"id":"W3114262313","doi":"10.2196/21643","title":"Augmented Reality for Smoking Cessation: Development and Usability Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse; Moffitt Cancer Center","keywords":"Usability; Smoking cessation; mHealth; Augmented reality; Medicine; Psychology; Human–computer interaction; Computer science; Psychological intervention; Nursing","score_opus":0.1682579305569661,"score_gpt":0.43051719076437966,"score_spread":0.2622592602074135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114262313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99057096,0.00008602241,0.00052708393,0.006909928,0.000078453624,0.0016635717,0.000010326985,0.000076763645,0.000076895965],"genre_scores_gemma":[0.9973825,0.000029513883,0.00039031566,0.0017815992,0.00014220993,0.00018081846,0.00006461367,0.000012104082,0.000016276741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986386,0.00007013291,0.00040937154,0.00038244022,0.00024453012,0.00025494484],"domain_scores_gemma":[0.99913335,0.00006171138,0.00012685018,0.0001313806,0.000081678634,0.00046504472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073479756,0.00012456605,0.00028021057,0.000040321625,0.00031349182,0.000021826663,0.000030546726,0.0000698113,0.000014715346],"category_scores_gemma":[0.00006823311,0.00011009455,0.000018820556,0.00014298536,0.000036733938,0.00006448353,0.000025224665,0.00015973781,2.8479374e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039162644,0.00028111407,0.9335678,0.0015016558,0.000013472371,0.0000017165081,0.007894553,2.617186e-7,0.00000790171,0.000089420406,0.00031676475,0.055933677],"study_design_scores_gemma":[0.0027754037,0.0008382301,0.9913733,0.000032253974,0.00009806477,0.000004721489,0.0020666174,0.000096824726,0.000051670424,0.000039859187,0.0025340188,0.00008904418],"about_ca_topic_score_codex":0.00010402779,"about_ca_topic_score_gemma":0.000030518357,"teacher_disagreement_score":0.057805456,"about_ca_system_score_codex":0.00013281681,"about_ca_system_score_gemma":0.00032168324,"threshold_uncertainty_score":0.44895256},"labels":[],"label_agreement":null},{"id":"W3114929312","doi":"10.2196/22732","title":"Text Messaging and Web-Based Survey System to Recruit Patients With Low Back Pain and Collect Outcomes in the Emergency Department: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; mHealth; Short Message Service; Text messaging; Low back pain; Observational study; Telephone call; Physical therapy; Medical emergency; Internal medicine; Alternative medicine; World Wide Web; Psychological intervention; Nursing","score_opus":0.15762796143915234,"score_gpt":0.43782891941677105,"score_spread":0.2802009579776187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114929312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96479833,0.000291244,0.00010255718,0.016588625,0.00012107619,0.01740579,0.00034863083,0.000079695616,0.00026406583],"genre_scores_gemma":[0.96567535,0.00019224003,0.00027032915,0.023840817,0.00008028579,0.009628359,0.00019985493,0.0000436478,0.000069112655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99226063,0.003843888,0.0014266133,0.0008208055,0.0005332816,0.0011147549],"domain_scores_gemma":[0.995468,0.0018814155,0.0005069404,0.00040133126,0.00024083118,0.0015014587],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052917716,0.00036232706,0.000738431,0.00018562897,0.0017417797,0.000026090533,0.00020880844,0.0001531375,0.000049204384],"category_scores_gemma":[0.00037568918,0.00025282014,0.000022635266,0.0010981124,0.000050827195,0.00010798428,0.000083199426,0.00071125367,0.000027948608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005084694,0.00033350496,0.9818113,0.005238592,0.00000872875,0.0000013947825,0.0029412853,0.00000641838,1.12446166e-7,0.00031815717,0.006494423,0.002337607],"study_design_scores_gemma":[0.0045492915,0.00144286,0.9815998,0.00021145293,0.000019650131,4.246107e-7,0.0028543915,0.0010858288,2.2887349e-8,0.000009426869,0.008023241,0.00020359305],"about_ca_topic_score_codex":0.001506634,"about_ca_topic_score_gemma":0.007016048,"teacher_disagreement_score":0.007777429,"about_ca_system_score_codex":0.00024301535,"about_ca_system_score_gemma":0.0016786542,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W3115835623","doi":"10.2196/24704","title":"Heart Rate Variability and Firstbeat Method for Detecting Sleep Stages in Healthy Young Adults: Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Polysomnography; Sleep (system call); Actigraphy; Sleep Stages; Accelerometer; Medicine; Slow-wave sleep; Sleep onset; Heart rate variability; Audiology; Ambulatory; Physical medicine and rehabilitation; Heart rate; Circadian rhythm; Internal medicine; Insomnia; Computer science; Electroencephalography; Blood pressure; Psychiatry","score_opus":0.05857442403178734,"score_gpt":0.4175316418292094,"score_spread":0.35895721779742207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115835623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813249,0.0016580578,0.0016026756,0.009499638,0.00047996745,0.0050665974,0.000053715,0.00013894051,0.00017549527],"genre_scores_gemma":[0.9927531,0.00017071735,0.0020104458,0.004391849,0.00014402403,0.00046445764,0.000012425126,0.000041207575,0.000011798455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947291,0.0019376117,0.00093478034,0.001267151,0.00016411893,0.00096721045],"domain_scores_gemma":[0.99725956,0.0011701657,0.00024881185,0.00040205134,0.000078927376,0.000840496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044396776,0.00032473137,0.0007181001,0.00013347749,0.00047170056,0.000036618803,0.00012899938,0.000288184,0.000051653573],"category_scores_gemma":[0.0004784445,0.00029588945,0.00006627749,0.0004924541,0.00008343215,0.00011359449,0.00006925848,0.00074980967,0.000006505733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011174392,0.0017889886,0.89082587,0.0024969073,0.00008853925,0.000008628819,0.050316293,0.000022578524,0.000007354421,0.0002947113,0.00041836983,0.042557344],"study_design_scores_gemma":[0.0151939215,0.0067907036,0.9469957,0.00004485224,0.000113437905,0.000015613576,0.02510984,0.0041917767,0.0000017222105,0.00057524646,0.0005771988,0.00038999878],"about_ca_topic_score_codex":0.002730689,"about_ca_topic_score_gemma":0.001245657,"teacher_disagreement_score":0.056169793,"about_ca_system_score_codex":0.00013377286,"about_ca_system_score_gemma":0.00017268494,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W3115870161","doi":"10.2196/24177","title":"Using a Commercially Available App for the Self-Management of Hypertension: Acceptance and Usability Study in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Jeddah; King Saud University; University of Sheffield","keywords":"Usability; Self-management; mHealth; Medicine; Technology acceptance model; Psychology; Computer science; Psychological intervention; Nursing; Human–computer interaction; Artificial intelligence","score_opus":0.2070898544149169,"score_gpt":0.45731790316908505,"score_spread":0.25022804875416815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115870161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9498258,0.003781341,0.00059310853,0.021714628,0.00027361582,0.02306576,0.00007200317,0.000120799945,0.00055290206],"genre_scores_gemma":[0.9724803,0.0059121507,0.0045336955,0.010397804,0.00023645804,0.0063399617,0.000009713794,0.000037740298,0.00005218447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577534,0.00059047405,0.0015592268,0.00073455437,0.00029423813,0.0010461713],"domain_scores_gemma":[0.9965568,0.0011758746,0.0006343333,0.0005576475,0.00019834541,0.00087698566],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026033758,0.00026452984,0.0007664479,0.00008612625,0.0016334705,0.000010593938,0.00024760675,0.00017577835,0.00005511395],"category_scores_gemma":[0.0001020348,0.00020576741,0.00004521589,0.0006348118,0.00012173712,0.00010770987,0.00019218984,0.0007116017,0.000012456146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029925953,0.002102446,0.80179054,0.059969522,0.00008428397,0.0000081459875,0.01755022,0.000036889018,0.000019570354,0.009804244,0.019072186,0.08656936],"study_design_scores_gemma":[0.007666665,0.0010350412,0.90785515,0.0003476287,0.00019543554,0.0000047376943,0.0130726,0.009618121,0.00000102189,0.0004093252,0.059503186,0.00029109587],"about_ca_topic_score_codex":0.0011007863,"about_ca_topic_score_gemma":0.0008718915,"teacher_disagreement_score":0.1060646,"about_ca_system_score_codex":0.00020566166,"about_ca_system_score_gemma":0.0012913366,"threshold_uncertainty_score":0.9996663},"labels":[],"label_agreement":null},{"id":"W3116171854","doi":"10.2196/21733","title":"Improving Heart Disease Risk Through Quality-Focused Diet Logging: Pre-Post Study of a Diet Quality Tracking App","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Overweight; Gerontology; Framingham Risk Score; Affect (linguistics); Disease; Obesity; Calorie; Environmental health; Physical therapy; Psychological intervention; Internal medicine; Psychology; Nursing","score_opus":0.11851551983010379,"score_gpt":0.4287774497947242,"score_spread":0.31026192996462043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116171854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97469187,0.0026448374,0.00013112043,0.019665673,0.000103641,0.002157896,0.00033991007,0.00013736665,0.00012771247],"genre_scores_gemma":[0.98995304,0.00065850717,0.0005899169,0.008030174,0.00051857607,0.00013345649,0.00006469809,0.000034771918,0.000016840157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964176,0.0004728142,0.0011467404,0.00070652895,0.00062393496,0.0006323902],"domain_scores_gemma":[0.9974186,0.00036536384,0.000555495,0.00037384217,0.00020599371,0.0010807134],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009890215,0.00029722348,0.0010187345,0.000051998784,0.0005482441,0.000025367714,0.00009997697,0.00008839907,0.000023687451],"category_scores_gemma":[0.00058332755,0.0002516425,0.00014029279,0.00027847296,0.00012403875,0.00014403614,0.0001245941,0.00051998394,0.0000046023347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04527253,0.006076451,0.8930053,0.024693497,0.00015096084,0.000029361168,0.02036945,0.000007717146,0.00013620712,0.0009175883,0.003475897,0.005865057],"study_design_scores_gemma":[0.0066421065,0.010269581,0.9720588,0.00014157759,0.0002212105,0.0000017001124,0.0073710857,0.00011825746,0.0000049702494,0.00034192114,0.002588855,0.00023998067],"about_ca_topic_score_codex":0.0075074434,"about_ca_topic_score_gemma":0.00024796504,"teacher_disagreement_score":0.07905347,"about_ca_system_score_codex":0.00009804621,"about_ca_system_score_gemma":0.00035396876,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W3116229324","doi":"10.2196/23155","title":"Willingness to Adopt mHealth Among Chinese Parents During the COVID-19 Outbreak: Cross-sectional Questionnaire Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Cross-sectional study; Outbreak; Logistic regression; Health care; Medicine; Family medicine; Computer-assisted web interviewing; Psychology; Nursing; Psychological intervention","score_opus":0.09415063000177028,"score_gpt":0.48993454131641356,"score_spread":0.3957839113146433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116229324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94290036,0.00077137275,0.00066031254,0.03794161,0.0012409409,0.01522891,0.00026311216,0.00069189694,0.0003014688],"genre_scores_gemma":[0.910372,0.00072964735,0.0001103126,0.07094278,0.0023513248,0.014889318,0.000094322706,0.00011198401,0.00039828607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9897946,0.0019548186,0.0028369643,0.0017373317,0.0010786557,0.0025976158],"domain_scores_gemma":[0.98726535,0.000831129,0.0011943533,0.0010687844,0.00047654207,0.009163857],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036812092,0.00070601655,0.0009901408,0.000254264,0.010221098,0.000093324714,0.0007679935,0.00048087913,0.00021224192],"category_scores_gemma":[0.0014872736,0.000534505,0.000129267,0.0016644406,0.00028084693,0.00031990802,0.00043061495,0.002495457,0.00036761654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009558771,0.00036989021,0.97483677,0.0070668496,0.000017660985,0.000008692491,0.011656656,0.00016056694,0.0000019800957,0.0005419514,0.0028166925,0.0015664456],"study_design_scores_gemma":[0.0035903095,0.00067829713,0.96898615,0.00009113716,0.00003272595,0.000015498603,0.002708474,0.0002876278,1.6172027e-7,0.0001797378,0.023051945,0.0003779243],"about_ca_topic_score_codex":0.007665457,"about_ca_topic_score_gemma":0.0046706437,"teacher_disagreement_score":0.033001177,"about_ca_system_score_codex":0.001269599,"about_ca_system_score_gemma":0.005508051,"threshold_uncertainty_score":0.9998058},"labels":[],"label_agreement":null},{"id":"W3116667534","doi":"10.2196/21926","title":"Deep Learning–Based Multimodal Data Fusion: Case Study in Food Intake Episodes Detection Using Wearable Sensors","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Orionin Tutkimussäätiö; Academy of Finland","keywords":"Computer science; Activity recognition; Sensor fusion; Artificial intelligence; Discriminative model; Wearable computer; Machine learning; Generalizability theory; Dimensionality reduction; Classifier (UML); Deep learning; Pattern recognition (psychology); Data mining","score_opus":0.172212174706064,"score_gpt":0.3786604843711602,"score_spread":0.20644830966509617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116667534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9121185,0.00025653586,0.085117936,0.0009616892,0.00020454358,0.0011000185,0.000009768767,0.00021879573,0.000012245122],"genre_scores_gemma":[0.99706954,0.000023474671,0.002079592,0.00061069935,0.00014804474,0.00003837017,0.000006744623,0.00002021573,0.0000033026777],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966733,0.0009287174,0.00058565376,0.0009508722,0.00033334357,0.0005281507],"domain_scores_gemma":[0.99818116,0.00028968658,0.0003040244,0.00058826356,0.00008789908,0.0005489718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011244401,0.00022725237,0.0004170465,0.00022370553,0.00052082154,0.00015726952,0.00037939235,0.00010660325,0.0000075921375],"category_scores_gemma":[0.00015175458,0.00023447922,0.00002998624,0.0008199836,0.00003361439,0.0007364426,0.0003395381,0.00060792913,0.0000128776965],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042884896,0.0013632132,0.11029663,0.0019825238,0.000042979496,0.0018632645,0.032771952,0.003658335,0.00021657361,0.000017183933,0.00003712677,0.8473214],"study_design_scores_gemma":[0.001941899,0.0013011948,0.011120057,0.000055617085,0.000011373394,0.00054915814,0.004556153,0.9799374,0.000029670025,0.00001047998,0.000253684,0.00023335293],"about_ca_topic_score_codex":0.0052642976,"about_ca_topic_score_gemma":0.008148445,"teacher_disagreement_score":0.976279,"about_ca_system_score_codex":0.00015258833,"about_ca_system_score_gemma":0.0003479591,"threshold_uncertainty_score":0.9561785},"labels":[],"label_agreement":null},{"id":"W3116808934","doi":"10.2196/24472","title":"Acceptability, Validity, and Engagement With a Mobile App for Frequent, Continuous Multiyear Assessment of Youth Health Behaviors (mNCANDA): Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institute on Aging; National Institutes of Health","keywords":"mHealth; Longitudinal study; Psychology; Clinical psychology; Medicine; Psychological intervention; Gerontology; Psychiatry","score_opus":0.145772624832576,"score_gpt":0.4855352203377803,"score_spread":0.33976259550520427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116808934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870844,0.0009179116,0.0020959282,0.0015180834,0.000108782275,0.008043058,0.0000834093,0.00010814399,0.000040315055],"genre_scores_gemma":[0.9626015,0.00053795497,0.03468238,0.0011829175,0.00008732772,0.00075713353,0.000082764476,0.000045846886,0.000022220234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969504,0.0005861763,0.0007982492,0.0006760242,0.0003923527,0.0005968296],"domain_scores_gemma":[0.9978092,0.00032386289,0.0004560515,0.00034862722,0.00013471683,0.0009275487],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019071664,0.00033780406,0.001245191,0.00011643389,0.00029020634,0.00002414818,0.00008961808,0.00008053671,0.0000323908],"category_scores_gemma":[0.00004805607,0.00024817465,0.000088961824,0.00025447563,0.00012682109,0.00008804272,0.00007072894,0.00031044916,4.1409226e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009508982,0.0016217532,0.91564244,0.0019071477,0.00009992682,0.000006806471,0.032907207,0.0000019117388,0.000020621921,0.000041204166,0.00018696864,0.04661314],"study_design_scores_gemma":[0.01590739,0.022519132,0.89039284,0.000099044875,0.00073105673,0.000008199849,0.06932689,0.00019938943,0.0000882126,0.0000142418485,0.00045926383,0.00025431937],"about_ca_topic_score_codex":0.00037843717,"about_ca_topic_score_gemma":0.0002673692,"teacher_disagreement_score":0.04635882,"about_ca_system_score_codex":0.00020226368,"about_ca_system_score_gemma":0.0007733371,"threshold_uncertainty_score":0.9999971},"labels":[],"label_agreement":null},{"id":"W3117186227","doi":"10.2196/21708","title":"A Mobile App–Based Intervention Program for Nonprofessional Caregivers to Promote Positive Mental Health: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Family Caregiving in Mental Illness","field":"Psychology","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Intervention (counseling); Randomized controlled trial; mHealth; Caregiver burden; Psychology; Medicine; Clinical psychology; Psychological intervention; Nursing; Psychiatry; Dementia","score_opus":0.037159086424014165,"score_gpt":0.42158024026780566,"score_spread":0.3844211538437915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117186227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.848208,0.0018260229,0.0042742346,0.023988105,0.004999008,0.11494361,0.0006341067,0.0004952158,0.0006316764],"genre_scores_gemma":[0.93826765,0.000035837085,0.00419053,0.013359643,0.0006171161,0.04234356,0.00059277075,0.00007856776,0.00051431457],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99534225,0.0013318006,0.0011921217,0.00083384686,0.00040292458,0.0008970458],"domain_scores_gemma":[0.9973285,0.0004740926,0.00069200905,0.00023646597,0.00012955208,0.0011393568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002029338,0.0003749668,0.001777964,0.00016818542,0.0005183801,0.000051357823,0.00020910005,0.00018698689,0.000100236066],"category_scores_gemma":[0.00013438387,0.00031029322,0.0004831897,0.00028105464,0.00015224429,0.000080021506,0.00006722575,0.00035482348,0.000027755013],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87543124,0.0011255627,0.000011601895,0.0007591571,0.000115729505,0.0000027850779,0.020483043,0.0000024015453,0.000009308602,0.00037910853,0.016491888,0.085188195],"study_design_scores_gemma":[0.9728437,0.014688444,0.00015806564,0.00030316567,0.000094566894,0.000003996192,0.0048833736,0.0017767916,0.000009996982,0.0000400125,0.0049132346,0.00028465848],"about_ca_topic_score_codex":0.0004769654,"about_ca_topic_score_gemma":0.00003937669,"teacher_disagreement_score":0.09741247,"about_ca_system_score_codex":0.00035801795,"about_ca_system_score_gemma":0.00050952286,"threshold_uncertainty_score":0.9999349},"labels":[],"label_agreement":null},{"id":"W3118167776","doi":"10.2196/15433","title":"Tools for Evaluating the Content, Efficacy, and Usability of Mobile Health Apps According to the Consensus-Based Standards for the Selection of Health Measurement Instruments: Systematic Review","year":2020,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"HORIZON EUROPE Marie Sklodowska-Curie Actions; European Commission","keywords":"mHealth; Usability; Quality (philosophy); Computer science; Medicine; Psychological intervention; Nursing; Human–computer interaction","score_opus":0.46090210137312687,"score_gpt":0.5759712161345899,"score_spread":0.11506911476146303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118167776","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006362681,0.7964996,0.0034307083,0.022631407,0.0004376747,0.1746511,0.0022183254,0.000061381215,0.000006148376],"genre_scores_gemma":[0.0014305036,0.8143303,0.00077708927,0.014421412,0.00023018182,0.16856839,0.0001348507,0.00009595924,0.000011338785],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9783379,0.008253628,0.008786868,0.0012099785,0.0015504336,0.0018611978],"domain_scores_gemma":[0.9692495,0.01629136,0.009906832,0.0014456919,0.0019164012,0.0011902332],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05813292,0.0008029602,0.006310883,0.00019645097,0.005042053,0.000041895197,0.0007509068,0.0003362521,0.000010435532],"category_scores_gemma":[0.0088817375,0.0004179473,0.00048733075,0.0011892361,0.00028458177,0.00006779117,0.00018257063,0.0014252692,0.000002797774],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015935524,0.00007118959,0.000017532024,0.55682796,0.0000639645,9.5639745e-9,0.00035417912,0.0000020855118,8.106017e-8,0.0004182986,0.0025600768,0.43952525],"study_design_scores_gemma":[0.002061031,0.0049519613,0.00009797067,0.33360514,0.0015800635,0.0000075258513,0.0027090819,0.0005282837,1.5562706e-7,0.000035906953,0.6541247,0.00029820073],"about_ca_topic_score_codex":0.0009267606,"about_ca_topic_score_gemma":0.00053121144,"teacher_disagreement_score":0.6515646,"about_ca_system_score_codex":0.002427722,"about_ca_system_score_gemma":0.036721576,"threshold_uncertainty_score":0.9998272},"labels":[],"label_agreement":null},{"id":"W3118262372","doi":"10.2196/24365","title":"Tracking and Monitoring Mood Stability of Patients With Major Depressive Disorder by Machine Learning Models Using Passive Digital Data: Prospective Naturalistic Multicenter Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science and Technology Major Project; Beijing Municipal Administration of Hospitals; Beijing Municipal Administration of Hospitals Clinical Medicine Development of Special Funding Support","keywords":"Mood; Major depressive disorder; Psychology; Artificial intelligence; Machine learning; Psychiatry; Medicine; Computer science","score_opus":0.07671800791681788,"score_gpt":0.40752323481356806,"score_spread":0.3308052268967502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118262372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398077,0.001874503,0.00041655797,0.00010311186,0.00028029628,0.0016179412,0.001597693,0.000038441754,0.00009067311],"genre_scores_gemma":[0.999221,0.000015514375,0.00020190518,0.000027043254,0.0000367603,0.00008617291,0.00033157915,0.00004101794,0.000038964077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973854,0.00025568448,0.00067233393,0.00082652946,0.00031661493,0.0005434358],"domain_scores_gemma":[0.99830115,0.00019434963,0.0004688318,0.00042792552,0.00026233014,0.00034542868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018903689,0.00026082978,0.00044757873,0.00007323541,0.00036764808,0.00010210073,0.00013941048,0.000079737445,0.000014117462],"category_scores_gemma":[0.000091830254,0.00022646363,0.000028959912,0.00021281515,0.00012439203,0.00090485654,0.00025419434,0.0004925177,7.5421656e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066674553,0.003075789,0.9805696,0.0008723876,0.00008834661,0.000007761948,0.0036885757,0.00001052525,0.000001841909,0.000059113958,0.0000059752747,0.010953363],"study_design_scores_gemma":[0.0061678505,0.0015106722,0.98265743,0.00029341504,0.00013063833,0.00000768675,0.0069407965,0.0018337162,0.000027174023,0.00016031075,0.000013780902,0.00025653554],"about_ca_topic_score_codex":0.00081256684,"about_ca_topic_score_gemma":0.00027126123,"teacher_disagreement_score":0.010696827,"about_ca_system_score_codex":0.0001628788,"about_ca_system_score_gemma":0.00011008494,"threshold_uncertainty_score":0.92349184},"labels":[],"label_agreement":null},{"id":"W3118388946","doi":"10.2196/24806","title":"Wrist-Worn Activity Trackers in Laboratory and Free-Living Settings for Patients With Chronic Pain: Criterion Validity Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Högskolan Dalarna; Vetenskapsrådet","keywords":"Activity tracker; Intraclass correlation; Energy expenditure; Physical therapy; Physical medicine and rehabilitation; Heart rate monitor; Wrist; Heart rate; Treadmill; Medicine; Criterion validity; Accelerometer; Validity; Rehabilitation; Physical activity; Psychometrics; Surgery; Construct validity; Computer science; Patient satisfaction; Blood pressure","score_opus":0.030466647083371285,"score_gpt":0.34209524972402455,"score_spread":0.3116286026406533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118388946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98991805,0.00023800194,0.00012992579,0.006473149,0.000048472662,0.0031014974,0.000034655262,0.00004703684,0.000009198659],"genre_scores_gemma":[0.9971648,0.000069766655,0.00037046612,0.002045326,0.0001522751,0.00015082741,0.000019126657,0.000022992004,0.0000044192916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982896,0.00040878262,0.0002996123,0.00042946544,0.00021944684,0.00035308074],"domain_scores_gemma":[0.99869895,0.00042483004,0.00014528977,0.00017055275,0.00009894734,0.0004614277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013660925,0.0001682146,0.00037663305,0.0000789797,0.00017120234,0.000017614511,0.000039376035,0.00008433939,0.0000056878844],"category_scores_gemma":[0.0005196749,0.00013316993,0.00002627583,0.00023363884,0.000072314884,0.0001338909,0.000025787313,0.00027554444,4.9087066e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013776367,0.0009410713,0.9428781,0.018670313,0.000012793181,0.0000015259651,0.007539375,6.872709e-7,0.00008420902,0.0000072805356,0.00078168797,0.02770532],"study_design_scores_gemma":[0.0038759867,0.0095671555,0.9839856,0.00031595156,0.000029777697,2.2900862e-7,0.0010124336,0.0006759453,0.0000023653506,0.0000100940715,0.00040231977,0.00012213034],"about_ca_topic_score_codex":0.00012435707,"about_ca_topic_score_gemma":0.00023317094,"teacher_disagreement_score":0.04110751,"about_ca_system_score_codex":0.0001744636,"about_ca_system_score_gemma":0.0003390245,"threshold_uncertainty_score":0.54305124},"labels":[],"label_agreement":null},{"id":"W3118600449","doi":"10.2196/27173","title":"Influences on the Uptake of Health and Well-being Apps and Curated App Portals: Think-Aloud and Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; University of East Anglia; University College London; Cancer Research UK","keywords":"Popularity; Internet privacy; The Internet; World Wide Web; mHealth; Think aloud protocol; App store; Psychology; Social media; Smartphone app; Computer science; Medical education; Medicine; Psychological intervention; Social psychology; Usability","score_opus":0.10552433981127009,"score_gpt":0.4614840577105193,"score_spread":0.35595971789924924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118600449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93551433,0.028920444,0.000028654305,0.027539523,0.00027133423,0.006388174,0.000043156102,0.000115284,0.0011791105],"genre_scores_gemma":[0.92329836,0.048597507,0.00022750777,0.02621919,0.00016624099,0.0011639646,0.000045133416,0.000047859397,0.00023424772],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9923575,0.0024335429,0.0024747443,0.0009988308,0.00044270643,0.0012927034],"domain_scores_gemma":[0.9946515,0.0014018181,0.0012831377,0.0007169702,0.00028095313,0.0016656412],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0052077817,0.00043748217,0.0011626477,0.00020904152,0.0029894207,0.00004073738,0.00018346481,0.00026639694,0.000080179954],"category_scores_gemma":[0.0003518455,0.00031953232,0.00004207724,0.00066853774,0.00031122362,0.00015617107,0.00025418086,0.0013676466,0.000014707086],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005400512,0.0014041825,0.21037942,0.040311616,0.000120294855,0.000020127625,0.13424526,0.0000015110834,0.000020356038,0.08834819,0.012809452,0.5117995],"study_design_scores_gemma":[0.0038880939,0.0024291337,0.7755745,0.002387851,0.00010496187,0.00006098876,0.13821536,0.0002660491,0.0000040054883,0.0047516474,0.07183757,0.00047985133],"about_ca_topic_score_codex":0.0010390911,"about_ca_topic_score_gemma":0.0008687137,"teacher_disagreement_score":0.5651951,"about_ca_system_score_codex":0.000111834685,"about_ca_system_score_gemma":0.0028555933,"threshold_uncertainty_score":0.9999257},"labels":[],"label_agreement":null},{"id":"W3118627108","doi":"10.2196/18686","title":"Effects of Activity Tracker Use With Health Professional Support or Telephone Counseling on Maintenance of Physical Activity and Health Outcomes in Older Adults: Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Health maintenance; Telephone counseling; Activity tracker; Physical activity; Gerontology; Medicine; mHealth; Physical therapy; Psychology; Nursing; Health care; Psychological intervention","score_opus":0.04247638932719684,"score_gpt":0.38954838666985325,"score_spread":0.3470719973426564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118627108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563099,0.00015040506,0.00013051648,0.027996998,0.00010976846,0.015183534,0.000061033512,0.00004786462,0.000009970826],"genre_scores_gemma":[0.9918861,0.0011200628,0.00020115795,0.005906663,0.00017984255,0.000602019,0.00001258246,0.000042294298,0.000049320894],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99521095,0.0012163687,0.0011026742,0.00076004013,0.00079939177,0.0009105887],"domain_scores_gemma":[0.9932238,0.0035232562,0.0015818618,0.0002558861,0.00013458142,0.0012806009],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017918206,0.00047878784,0.006216991,0.00019769135,0.0001896255,0.000012004866,0.00008000299,0.00016027987,0.0000065873314],"category_scores_gemma":[0.00056577515,0.00027918408,0.00022610366,0.00042372875,0.00034934832,0.00026570918,0.000037491038,0.0010786363,9.4582464e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94867015,0.010758589,0.0012042142,0.017949732,0.000102444305,0.000014951944,0.008336857,0.0000016304509,0.000065968845,0.00020737297,0.00015723785,0.012530822],"study_design_scores_gemma":[0.8404312,0.020796714,0.1342203,0.0021782739,0.00010185215,0.000008994543,0.00027353925,0.0015755667,0.0001682682,0.000022892793,0.000011915129,0.00021045422],"about_ca_topic_score_codex":0.0015871396,"about_ca_topic_score_gemma":0.00028677247,"teacher_disagreement_score":0.1330161,"about_ca_system_score_codex":0.00022610453,"about_ca_system_score_gemma":0.003912881,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W3118661904","doi":"10.2196/23737","title":"Implementation of a Newborn Clinical Decision Support Software (NoviGuide) in a Rural District Hospital in Eastern Uganda: Feasibility and Acceptability Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation","keywords":"Medicine; Nursing; Observational study; Health care; Subspecialty; Health facility; Family medicine; Population; Environmental health","score_opus":0.05863489074914633,"score_gpt":0.4637051535532169,"score_spread":0.40507026280407055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118661904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607164,0.00053344556,0.000037168753,0.0013826683,0.00015959464,0.0017054224,0.000069323214,0.000019210338,0.00002151324],"genre_scores_gemma":[0.997421,0.0007782823,0.00093014236,0.0007107463,0.00007073987,0.000027548042,0.000043137527,0.0000106363805,0.0000077219565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680865,0.00031227444,0.001517541,0.000526351,0.0003621638,0.0004730335],"domain_scores_gemma":[0.9985876,0.00016601298,0.00026280005,0.00030661235,0.0001310036,0.0005459704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016416038,0.00018236444,0.0007616472,0.000101187274,0.00006686954,0.000016387134,0.000065828026,0.00011278946,0.0000812698],"category_scores_gemma":[0.00020462426,0.0001534393,0.000059218768,0.00034734386,0.000075216725,0.00011203931,0.00012561378,0.000377941,0.00000202109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007335479,0.0014481846,0.8102602,0.0008596494,0.0000051295665,0.00004282108,0.0011354495,7.9571244e-8,4.8658353e-7,0.000008626939,0.00006087292,0.18544495],"study_design_scores_gemma":[0.008450458,0.0029766755,0.981499,0.00011339108,0.000030561732,0.00003073837,0.0064225066,0.00001633344,0.0000019506735,0.00023567566,0.00012596147,0.00009675711],"about_ca_topic_score_codex":0.005745244,"about_ca_topic_score_gemma":0.009211948,"teacher_disagreement_score":0.1853482,"about_ca_system_score_codex":0.0002475646,"about_ca_system_score_gemma":0.0011987769,"threshold_uncertainty_score":0.86851287},"labels":[],"label_agreement":null},{"id":"W3118787570","doi":"10.2196/19046","title":"Examining the Correlation Between Depression and Social Behavior on Smartphones Through Usage Metadata: Empirical Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chinese Academy of Sciences","keywords":"Metadata; Evening; Depression (economics); Psychology; mHealth; Data collection; World Wide Web; Social support; Logistic regression; Social media; Internet privacy; Medicine; Computer science; Psychiatry; Psychological intervention; Social psychology; Statistics","score_opus":0.25923333768656037,"score_gpt":0.5097310777300705,"score_spread":0.25049774004351016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118787570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925456,0.0006652266,0.000111506386,0.0031839383,0.00088333234,0.0010248191,0.00011441057,0.00005803922,0.0014131431],"genre_scores_gemma":[0.9963966,0.000018856821,0.00006601572,0.0017447625,0.0002895617,0.0003298019,0.0001108256,0.000025976606,0.0010175807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997305,0.00073828694,0.0006087274,0.0005736087,0.0002858674,0.0004885414],"domain_scores_gemma":[0.9987466,0.00044056043,0.0002456331,0.00030729212,0.000043427433,0.0002165256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006847232,0.00019482356,0.0003452351,0.00006157806,0.00091321993,0.00010769897,0.00008888653,0.00013640535,0.000063051935],"category_scores_gemma":[0.000029220551,0.00014830893,0.000042968717,0.00022649407,0.000107014006,0.00029617082,0.0001240665,0.00048067982,0.00003766808],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001768995,0.0016394133,0.8590754,0.00023897768,0.00003765733,0.00004545206,0.012035006,1.4851095e-7,0.0000011560018,0.0013321198,0.003234642,0.12218313],"study_design_scores_gemma":[0.0011365821,0.001333903,0.98850274,0.00004620792,0.00011766823,0.000036036334,0.0057985503,0.0000027095207,0.0000046450086,0.00026336045,0.0026398438,0.00011773541],"about_ca_topic_score_codex":0.00026983733,"about_ca_topic_score_gemma":0.00019622112,"teacher_disagreement_score":0.12942736,"about_ca_system_score_codex":0.0000877711,"about_ca_system_score_gemma":0.00011337963,"threshold_uncertainty_score":0.7023842},"labels":[],"label_agreement":null},{"id":"W3118891363","doi":"10.2196/24467","title":"The Human Factor in Automated Image-Based Nutrition Apps: Analysis of Common Mistakes Using the goFOOD Lite App","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence; Quality (philosophy); Multimedia","score_opus":0.07023693083041142,"score_gpt":0.40934672803525957,"score_spread":0.33910979720484813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118891363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98302174,0.008542488,0.000025039952,0.0074811555,0.00003694366,0.0005183934,0.00014127903,0.00004897506,0.000184002],"genre_scores_gemma":[0.9971523,0.0012643423,0.00030124807,0.0009353425,0.000075905686,0.00004791612,0.00019582621,0.000010101144,0.000016992935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985239,0.00017663377,0.0005047161,0.0002143641,0.00025459655,0.00032580926],"domain_scores_gemma":[0.9989655,0.0002715911,0.00019748852,0.00024497483,0.00017052432,0.0001499313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033930442,0.0001240726,0.00046273525,0.0001274558,0.00054696423,0.00002768298,0.00005574962,0.00006387416,0.000015268311],"category_scores_gemma":[0.000037316495,0.0000775441,0.000114082846,0.0009375619,0.00014130161,0.000029758026,0.0000174932,0.00020252255,4.740829e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004149721,0.016246933,0.8656134,0.037799973,0.0028262758,0.00031841814,0.007806709,0.00021776775,0.014194168,0.009653008,0.021140277,0.020033345],"study_design_scores_gemma":[0.0032865303,0.00034588907,0.97465146,0.0004132006,0.00057217636,0.000011199938,0.002991114,0.0125793405,0.00023899609,0.00020902189,0.004574333,0.00012676144],"about_ca_topic_score_codex":0.00067985134,"about_ca_topic_score_gemma":0.00096057623,"teacher_disagreement_score":0.10903803,"about_ca_system_score_codex":0.00012248197,"about_ca_system_score_gemma":0.00021522061,"threshold_uncertainty_score":0.4206862},"labels":[],"label_agreement":null},{"id":"W3118958215","doi":"10.2196/20427","title":"Exploring How Older Adults Use a Smart Speaker–Based Voice Assistant in Their First Interactions: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"AI in Service Interactions","field":"Computer Science","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gratitude; Usability; Psychology; Sentence; Modalities; Quality (philosophy); Politeness; Applied psychology; Quality of life (healthcare); Internet privacy; Computer science; Human–computer interaction; Social psychology; Linguistics","score_opus":0.2544801530063306,"score_gpt":0.40991271092239745,"score_spread":0.15543255791606686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118958215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315206,0.00010169045,0.008803191,0.057485383,0.000539922,0.0012546649,0.000026060727,0.00022091286,0.00004759696],"genre_scores_gemma":[0.99078417,0.00008594988,0.003265492,0.005164831,0.00011216488,0.0005347231,0.0000085888805,0.000024602807,0.000019451107],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99701345,0.00063154433,0.00060161675,0.000828076,0.00033120895,0.00059409393],"domain_scores_gemma":[0.9971852,0.001195322,0.00032930763,0.00052507187,0.00016013798,0.00060501916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005214893,0.0002900609,0.00040297327,0.00025274858,0.00037643418,0.00029918583,0.0004612862,0.00004649306,0.000010911508],"category_scores_gemma":[0.00017950514,0.00026245046,0.000060250404,0.0009990175,0.00003619558,0.0024058134,0.00018496883,0.0006743787,0.00003322239],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005216371,0.0016299947,0.017594999,0.0012471174,0.000034126613,0.00006407769,0.9648873,0.000041765146,0.000005938338,0.00058367685,0.0015603226,0.011829041],"study_design_scores_gemma":[0.0045102094,0.0020365962,0.52767736,0.0010442642,0.000027532698,0.000020038362,0.3567396,0.08839588,0.000029184524,0.00009010606,0.018647159,0.00078207813],"about_ca_topic_score_codex":0.002202375,"about_ca_topic_score_gemma":0.009083032,"teacher_disagreement_score":0.6081477,"about_ca_system_score_codex":0.00028843372,"about_ca_system_score_gemma":0.00031190316,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W3119017597","doi":"10.2196/23332","title":"Effectiveness of the Alfalfa App in Warfarin Therapy Management for Patients Undergoing Venous Thrombosis Prevention and Treatment: Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province","keywords":"Warfarin; Medicine; Cohort; Dosing; Emergency medicine; Emergency department; Cohort study; Internal medicine; Atrial fibrillation","score_opus":0.08052219395744172,"score_gpt":0.4080538274010756,"score_spread":0.3275316334436339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119017597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930929,0.0004423605,0.000031287647,0.00040370406,0.00012269564,0.005726243,0.0000042126135,0.000012860709,0.00016376379],"genre_scores_gemma":[0.9966337,0.002825315,0.00011122448,0.00006307109,0.000038453018,0.00011125878,0.00003055098,0.00001225109,0.00017418785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988751,0.0002255741,0.00029456016,0.00026234798,0.00015686676,0.00018558773],"domain_scores_gemma":[0.9993988,0.00018405536,0.0001315204,0.00017634837,0.00004224921,0.00006697745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004583317,0.000114843366,0.0003699947,0.00007565393,0.00013472678,0.000010024408,0.000025686451,0.0000375274,0.0000033681483],"category_scores_gemma":[0.000018723265,0.00007947162,0.000057036457,0.00019701857,0.000020915237,0.00004218194,0.000035139423,0.00004258975,2.7506306e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005267704,0.0005108008,0.96587193,0.0017464046,0.000117873,8.0260617e-7,0.00048376125,0.0000034797738,0.0000046152277,0.00034801746,0.0000066151265,0.030378954],"study_design_scores_gemma":[0.0091248695,0.0023418607,0.987108,0.00017079759,0.00016318807,5.066525e-7,0.00043765476,0.000028448889,0.000024992012,0.00028353697,0.00025948294,0.000056657052],"about_ca_topic_score_codex":0.000089597255,"about_ca_topic_score_gemma":0.00012449495,"teacher_disagreement_score":0.030322298,"about_ca_system_score_codex":0.0001380841,"about_ca_system_score_gemma":0.00009853501,"threshold_uncertainty_score":0.32407585},"labels":[],"label_agreement":null},{"id":"W3119135486","doi":"10.2196/22633","title":"Configuration of Mobile Learning Tools to Support Basic Physical Assessment in Nursing Education: Longitudinal Participatory Design Approach","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Curriculum; Context (archaeology); Computer science; Bachelor; Medical education; Psychology; Pedagogy; Medicine","score_opus":0.20856927516926202,"score_gpt":0.5377576781931726,"score_spread":0.3291884030239105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119135486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9416799,0.0010908622,0.024989774,0.0039894436,0.0007105238,0.010702095,0.00004857895,0.0001525237,0.016636306],"genre_scores_gemma":[0.973538,0.00046442184,0.005544657,0.0023719687,0.0004631558,0.016955664,0.00025555867,0.00004176501,0.0003648473],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99437034,0.001666317,0.0015322873,0.000772071,0.00042692278,0.0012320848],"domain_scores_gemma":[0.99634486,0.0007788931,0.0006164853,0.00048161816,0.00045145923,0.0013266553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002186929,0.00027407648,0.0007708581,0.00027801446,0.0009271881,0.000019795336,0.00013874525,0.00023374686,0.0001848912],"category_scores_gemma":[0.0001736292,0.00028474405,0.00005288775,0.0008578133,0.00012455911,0.00020325556,0.000052803684,0.001306706,0.00005731935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000535163,0.005512796,0.10541781,0.0129566025,0.000014649539,0.0000066293824,0.022522153,0.0009953898,0.00043731573,0.086642906,0.012675399,0.75228316],"study_design_scores_gemma":[0.0043891985,0.0030580633,0.8918778,0.0016900055,0.00015451992,0.00003929142,0.032819983,0.0053910622,0.0001824505,0.002876979,0.05667665,0.0008440302],"about_ca_topic_score_codex":0.00015702542,"about_ca_topic_score_gemma":0.000048929473,"teacher_disagreement_score":0.78646,"about_ca_system_score_codex":0.00074208644,"about_ca_system_score_gemma":0.014963515,"threshold_uncertainty_score":0.9999605},"labels":[],"label_agreement":null},{"id":"W3119160950","doi":"10.2196/23080","title":"Effect of an mHealth Intervention on Hepatitis C Testing Uptake Among People With Opioid Use Disorder: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hepatitis C virus research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Opioid use disorder; Medicine; mHealth; Randomized controlled trial; Hepatitis C; Addiction; Intervention (counseling); Hepatitis C virus; Psychological intervention; Family medicine; Psychiatry; Internal medicine; Immunology; Opioid","score_opus":0.03611685175214636,"score_gpt":0.38809116681441536,"score_spread":0.351974315062269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119160950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871365,0.00062129187,0.00013415315,0.0005100324,0.00023747706,0.010784277,0.000037756792,0.0000923318,0.00044622016],"genre_scores_gemma":[0.9949938,0.0017447749,0.00071548036,0.00031624714,0.0002409893,0.001507967,0.00018036686,0.00006238775,0.0002379527],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9928839,0.0033558288,0.001463944,0.0006443033,0.0008639942,0.00078802847],"domain_scores_gemma":[0.9938629,0.003465798,0.0007019052,0.0005355784,0.00042138377,0.0010123887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050375536,0.0003536533,0.0029223803,0.00033017146,0.0002968738,0.000068319634,0.00009113901,0.00018667654,0.00008340109],"category_scores_gemma":[0.0045838724,0.00024328397,0.0002711994,0.0006170545,0.00020037021,0.000233051,0.000045305573,0.0006740747,0.000005661952],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7878159,0.0008147387,0.12238279,0.004252356,0.00009692709,0.00005534038,0.0004796517,0.000004967886,0.0000092772125,0.0000700025,0.000046724614,0.083971284],"study_design_scores_gemma":[0.8521635,0.021482926,0.1189691,0.00096103625,0.0003367333,0.000026381267,0.000060248436,0.0056513157,0.00006518029,0.000018529541,0.000104324194,0.0001607139],"about_ca_topic_score_codex":0.008988194,"about_ca_topic_score_gemma":0.0071882047,"teacher_disagreement_score":0.08381057,"about_ca_system_score_codex":0.00019384395,"about_ca_system_score_gemma":0.0013265049,"threshold_uncertainty_score":0.99761105},"labels":[],"label_agreement":null},{"id":"W3119254773","doi":"10.2196/22587","title":"Quality of Physical Activity Apps: Systematic Search in App Stores and Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität Ulm","keywords":"mHealth; App store; Mobile apps; Quality (philosophy); Computer science; Internet privacy; Activity tracker; Psychology; Physical activity; World Wide Web; Applied psychology; Medicine; Physical therapy","score_opus":0.2509611690160908,"score_gpt":0.5419604134714987,"score_spread":0.2909992444554079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119254773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98791564,0.0034252037,0.00041544606,0.0028861351,0.000095692056,0.004524045,0.00012811818,0.00006353596,0.00054619246],"genre_scores_gemma":[0.99194765,0.0028124652,0.00023965299,0.0010752049,0.00012830031,0.0034596322,0.00004687608,0.000023471815,0.00026677034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928514,0.0031381294,0.0016056331,0.00074249576,0.0005234251,0.0011389187],"domain_scores_gemma":[0.99447376,0.0024099965,0.000828406,0.0007113914,0.0003793243,0.0011971287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003863091,0.00026872838,0.0018174149,0.0004436425,0.00070245314,0.000010435023,0.00013612464,0.00026317243,0.000033435714],"category_scores_gemma":[0.00039914643,0.00023468288,0.00012491754,0.0015129321,0.0001681055,0.00011537658,0.00014442089,0.0010510446,0.000013642348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006339174,0.0015887214,0.52780044,0.39707553,0.00015655566,0.0000069458247,0.010598006,0.000018021577,0.00031190176,0.03954703,0.0002931302,0.021969767],"study_design_scores_gemma":[0.0019189708,0.00016845297,0.9867173,0.0013062281,0.00018380818,0.000002588451,0.0069657196,0.001976341,0.000019400939,0.0002506681,0.00029303704,0.00019747732],"about_ca_topic_score_codex":0.005159859,"about_ca_topic_score_gemma":0.0044873147,"teacher_disagreement_score":0.45891684,"about_ca_system_score_codex":0.00032934095,"about_ca_system_score_gemma":0.0023022173,"threshold_uncertainty_score":0.957009},"labels":[],"label_agreement":null},{"id":"W3119396007","doi":"10.2196/25087","title":"Adverse Childhood Experiences and Building Resilience With the JoyPop App: Evaluation Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Adverse Childhood Experiences; Psychology; Intervention (counseling); Psychological resilience; Mental health; mHealth; Clinical psychology; Developmental psychology; Psychological intervention; Psychiatry; Social psychology","score_opus":0.06241208489098756,"score_gpt":0.40267628089610585,"score_spread":0.3402641960051183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119396007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98834974,0.0017935007,0.000032068278,0.0069723753,0.000118397074,0.0015379224,0.0000027957533,0.00006105186,0.0011321524],"genre_scores_gemma":[0.995542,0.00008840161,0.000060533446,0.0037526204,0.00023446977,0.00028747346,0.0000019656718,0.000013039199,0.00001952908],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982458,0.0003020553,0.00024071438,0.000511661,0.0003325876,0.00036721735],"domain_scores_gemma":[0.99914294,0.0001035335,0.00014364209,0.00023040826,0.00003961954,0.00033986088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067494885,0.0001553312,0.00020116006,0.0000429454,0.00054236595,0.000031017727,0.00013256195,0.000046439087,0.00012311703],"category_scores_gemma":[0.000022957145,0.00009655784,0.000015474707,0.00028458043,0.00012762558,0.00010961887,0.000035891015,0.0002611665,0.000012922427],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007363195,0.0005996004,0.07668918,0.00014683277,0.000051985236,0.000018015793,0.7990799,0.00001490983,0.0000056930444,0.0017216967,0.0030919078,0.11784395],"study_design_scores_gemma":[0.002211605,0.0015602792,0.8495815,0.000020092837,0.000063405045,0.000024650632,0.14513475,0.00012952379,0.0000026481896,0.000034723784,0.0011100185,0.00012679766],"about_ca_topic_score_codex":0.00018603654,"about_ca_topic_score_gemma":0.00014161805,"teacher_disagreement_score":0.7728923,"about_ca_system_score_codex":0.000019689447,"about_ca_system_score_gemma":0.00015016268,"threshold_uncertainty_score":0.41714948},"labels":[],"label_agreement":null},{"id":"W3119535287","doi":"10.2196/22601","title":"Effects of Smartphone-Based Interventions on Physical Activity in Children and Adolescents: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Meta-analysis; Behavior change methods; Medicine; Randomized controlled trial; Systematic review; Intervention (counseling); Scopus; mHealth; Subgroup analysis; MEDLINE; Physical therapy; Psychiatry","score_opus":0.08425160596200856,"score_gpt":0.43502392951438484,"score_spread":0.3507723235523763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119535287","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018886901,0.9739324,0.0000054174016,0.00027364868,0.000016544564,0.0067206775,0.00013843708,0.000021262822,0.000004712551],"genre_scores_gemma":[0.16608705,0.8327384,0.000014815834,0.0004071588,0.00003604922,0.00057458103,0.00008674628,0.000034437202,0.000020784428],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.995675,0.0017542576,0.00095132465,0.0008178346,0.00039682325,0.0004047582],"domain_scores_gemma":[0.9970335,0.000694344,0.0010588465,0.0005990906,0.00007539128,0.00053887966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007582558,0.00057731906,0.012464644,0.00047601337,0.00007625637,0.000020670937,0.00009792596,0.00019332577,0.000006287187],"category_scores_gemma":[0.00022168024,0.00039467512,0.0019193187,0.001076113,0.000116353,0.00006489177,0.00010615434,0.0008642663,0.0000028412342],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009931535,0.0064789443,0.00037693302,0.9784072,0.009822573,0.0000053578815,0.00001537267,3.918636e-8,3.6243e-8,0.000043841126,0.0000213301,0.004818444],"study_design_scores_gemma":[0.0006651732,0.0005705017,0.059493866,0.2671385,0.6718107,0.000015313986,0.0000021430208,0.000009603705,9.708975e-7,0.000008613032,0.000035535362,0.00024908237],"about_ca_topic_score_codex":0.00016430838,"about_ca_topic_score_gemma":0.000040463518,"teacher_disagreement_score":0.7112687,"about_ca_system_score_codex":0.00015822615,"about_ca_system_score_gemma":0.00032019048,"threshold_uncertainty_score":0.9998505},"labels":[],"label_agreement":null},{"id":"W3119573168","doi":"10.2196/23338","title":"Efficiency of an mHealth App and Chest-Wearable Remote Exercise Monitoring Intervention in Patients With Type 2 Diabetes: A Prospective, Multicenter Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Department of Science and Technology of Sichuan Province","keywords":"mHealth; Wearable computer; Randomized controlled trial; Medicine; Type 2 diabetes; Physical therapy; Intervention (counseling); Wearable technology; Telemedicine; Diabetes mellitus; Psychological intervention; Computer science; Health care; Internal medicine; Nursing","score_opus":0.026325106732910063,"score_gpt":0.3945587902880268,"score_spread":0.36823368355511676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119573168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96612066,0.004967777,0.000081656675,0.0004227877,0.0007435016,0.027263,0.000022255961,0.000092480965,0.0002858715],"genre_scores_gemma":[0.9846625,0.0059843543,0.0018944665,0.00041337937,0.00022748287,0.0064913104,0.00006852299,0.00005952519,0.0001985],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9924746,0.0021021804,0.002624977,0.0009065065,0.00050814863,0.0013835499],"domain_scores_gemma":[0.9949959,0.0010117611,0.0014902467,0.000579018,0.0007480656,0.0011750287],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044471524,0.00039912807,0.0024174256,0.00037618502,0.0008120624,0.000022057666,0.00014802477,0.00034414695,0.000047732614],"category_scores_gemma":[0.0006488747,0.00031383248,0.000109485736,0.00077134004,0.00020161581,0.00026079963,0.00008997911,0.0010363215,0.000008105114],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7755737,0.002058704,0.16951603,0.010513917,0.00003211526,0.000001994457,0.0025907434,0.0000049878713,0.000004939276,0.00025423986,0.00003212004,0.039416533],"study_design_scores_gemma":[0.7771834,0.0014970124,0.21646124,0.001981302,0.00014349486,5.009617e-7,0.00088977616,0.0012601046,0.00000903424,0.00020557531,0.00015237326,0.00021619667],"about_ca_topic_score_codex":0.0007475558,"about_ca_topic_score_gemma":0.00028597878,"teacher_disagreement_score":0.046945207,"about_ca_system_score_codex":0.0003428691,"about_ca_system_score_gemma":0.0020194668,"threshold_uncertainty_score":0.9999314},"labels":[],"label_agreement":null},{"id":"W3119597415","doi":"10.2196/24194","title":"Measurement of Human Walking Movements by Using a Mobile Health App: Motion Sensor Data Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Nevada, Las Vegas","keywords":"Physical medicine and rehabilitation; mHealth; Motion analysis; Preferred walking speed; Accelerometer; Computer science; Physical therapy; Psychology; Computer vision; Artificial intelligence; Medicine","score_opus":0.1420237703029756,"score_gpt":0.46270226894275635,"score_spread":0.3206784986397807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119597415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829834,0.008269667,0.0045493133,0.00053899107,0.00042586608,0.0022034897,0.0006085991,0.000110329886,0.0003103339],"genre_scores_gemma":[0.99285877,0.0021363038,0.0011393046,0.001769787,0.0002224928,0.00015043933,0.0014361251,0.00003690904,0.0002498997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994185,0.0015898527,0.001584122,0.00085949444,0.0007830551,0.0009984806],"domain_scores_gemma":[0.99659646,0.0000706936,0.0013010302,0.0010671115,0.0003820066,0.00058269093],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004133948,0.00026327083,0.00091357325,0.0002639473,0.0014337657,0.000016919177,0.00023932268,0.00021254802,0.000042927197],"category_scores_gemma":[0.0000596897,0.00026495822,0.00010167489,0.00094643125,0.000055914144,0.00022740522,0.00025871844,0.0005875599,0.0000071471645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004966498,0.010077199,0.5894309,0.05830164,0.0021915347,0.000021366812,0.017550772,0.000039141414,0.058872998,0.001483144,0.030184062,0.23135056],"study_design_scores_gemma":[0.0069425153,0.0010666631,0.95146537,0.0021063914,0.0011763867,0.000007453066,0.013803594,0.011246391,0.000055133354,0.0005235059,0.010764546,0.0008420379],"about_ca_topic_score_codex":0.0033001243,"about_ca_topic_score_gemma":0.0015869674,"teacher_disagreement_score":0.36203444,"about_ca_system_score_codex":0.00062126893,"about_ca_system_score_gemma":0.0012357228,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W3119649207","doi":"10.2196/19727","title":"Web-Based Patient Self-Reported Outcome After Radiotherapy in Adolescents and Young Adults With Cancer: Survey on Acceptance of Digital Tools","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; eHealth; Quality of life (healthcare); Medicine; Family medicine; Health care; Nursing; Psychological intervention","score_opus":0.0529973993525159,"score_gpt":0.35906158236123165,"score_spread":0.30606418300871574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119649207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905619,0.0019417307,0.000014100736,0.005504431,0.000112191046,0.0014530332,0.00032281494,0.000067313624,0.000022482669],"genre_scores_gemma":[0.987577,0.00070676446,0.00014631174,0.011285967,0.00009756061,0.00009074643,0.000052747986,0.000039419047,0.0000034472705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745566,0.00016242894,0.00087897753,0.0005545924,0.00050558744,0.00044272796],"domain_scores_gemma":[0.998389,0.00008115767,0.00044156736,0.0002768761,0.00010064936,0.0007107399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003458652,0.00026744112,0.000757658,0.000110879904,0.000047877937,0.000028046234,0.000063819796,0.000099449695,0.00001414227],"category_scores_gemma":[0.00008636516,0.00022021061,0.00004006667,0.0003593189,0.00007710362,0.00013133108,0.000018567976,0.00034927827,8.6460216e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009303704,0.0004898109,0.9685156,0.004295826,0.000026398784,0.000026305837,0.004223901,0.0000034665263,0.0000025874626,0.0000012160158,0.00016236513,0.012948843],"study_design_scores_gemma":[0.008500577,0.0029348223,0.9865436,0.0010642194,0.00002996876,0.000005814387,0.00019716278,0.00028569918,0.000010981588,7.6141805e-7,0.00023832713,0.00018807367],"about_ca_topic_score_codex":0.0024341806,"about_ca_topic_score_gemma":0.004286433,"teacher_disagreement_score":0.018028017,"about_ca_system_score_codex":0.00019307157,"about_ca_system_score_gemma":0.0008177103,"threshold_uncertainty_score":0.8979928},"labels":[],"label_agreement":null},{"id":"W3119711028","doi":"10.2196/22229","title":"An Interactive Voice Response Software to Improve the Quality of Life of People Living With HIV in Uganda: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Quality of life (healthcare); Human immunodeficiency virus (HIV); Quality (philosophy); Interactive voice response; Psychology; Computer science; Medicine; Multimedia; Telecommunications; Family medicine; Psychotherapist","score_opus":0.04412943950155077,"score_gpt":0.4575978519609176,"score_spread":0.41346841245936683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119711028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607525,0.0008087867,0.0013830435,0.012489816,0.00043923344,0.023748957,0.00015296285,0.00006017128,0.00016455933],"genre_scores_gemma":[0.96742105,0.00073218456,0.0012887355,0.005970496,0.00026611515,0.0240254,0.000029978359,0.00004293773,0.00022310502],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9808069,0.013027853,0.0038064094,0.00071021705,0.00056352274,0.0010850867],"domain_scores_gemma":[0.9666397,0.027443154,0.002548711,0.001001784,0.00095931196,0.0014073201],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.018212043,0.00033400016,0.0031233807,0.00030735854,0.00077495707,0.000012071185,0.00027923624,0.00028879082,0.00010673893],"category_scores_gemma":[0.012247656,0.0002164068,0.00017395668,0.00092746643,0.00018065055,0.00015940012,0.000116434385,0.0011697452,0.0000116377505],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9607444,0.0007092289,0.014517041,0.0036488476,0.00003693196,7.155096e-7,0.017069848,0.000013696099,0.00005871369,0.0011855727,0.00033985972,0.001675165],"study_design_scores_gemma":[0.7856795,0.0013466197,0.19865888,0.00069803145,0.00009512027,0.0000018499944,0.012187464,0.00021762543,0.000008582015,0.00022240328,0.000660957,0.0002229511],"about_ca_topic_score_codex":0.0034669572,"about_ca_topic_score_gemma":0.0063147955,"teacher_disagreement_score":0.18414184,"about_ca_system_score_codex":0.00026748798,"about_ca_system_score_gemma":0.011476922,"threshold_uncertainty_score":0.9960726},"labels":[],"label_agreement":null},{"id":"W3119888974","doi":"10.2196/23402","title":"Usability and Preliminary Effectiveness of a Preoperative mHealth App for People Undergoing Major Surgery: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Usability; Medicine; Physical therapy; Surgery; Psychological intervention; Nursing; Computer science; Human–computer interaction","score_opus":0.032729884728240996,"score_gpt":0.3500990840706229,"score_spread":0.3173691993423819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119888974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974071,0.0057685236,0.0019235676,0.001395512,0.0007303213,0.015872434,0.000048827933,0.00006807461,0.000121689496],"genre_scores_gemma":[0.9910587,0.0029754248,0.0009349071,0.00050255214,0.0002449835,0.00398992,0.00008636083,0.000044374214,0.00016276188],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.993606,0.0030267534,0.0015678557,0.0007812893,0.00033548128,0.0006826349],"domain_scores_gemma":[0.96972024,0.028211044,0.00066506205,0.00038981444,0.00038905547,0.00062475936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0087774005,0.00036443037,0.004647084,0.00021420092,0.0002850748,0.000027249822,0.000046054258,0.00017825865,0.000019250972],"category_scores_gemma":[0.0046502897,0.00028294447,0.00042045687,0.0003414146,0.00022670913,0.00015862379,0.00005899126,0.00032749205,7.8649555e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95841974,0.00098736,0.009488901,0.028361948,0.00020976184,0.0000071394643,0.0006677026,0.0000022948286,0.00012934723,0.00031519256,0.000114005525,0.0012965824],"study_design_scores_gemma":[0.9163796,0.004402626,0.07496062,0.0013440322,0.000675054,0.00007278772,0.00025492767,0.00039996195,0.00055504806,0.0007031662,0.000017860972,0.00023432245],"about_ca_topic_score_codex":0.0001602291,"about_ca_topic_score_gemma":0.00016147281,"teacher_disagreement_score":0.065471716,"about_ca_system_score_codex":0.00019506758,"about_ca_system_score_gemma":0.0041682418,"threshold_uncertainty_score":0.9999623},"labels":[],"label_agreement":null},{"id":"W31199302","doi":"10.2196/12770","title":"VLAN-based QoS Control in Mobile Networks","year":2006,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer network; Computer science; Quality of service; Virtual LAN; Flooding (psychology); Voice over IP; Mobile QoS; Distributed computing; Service (business); The Internet; Service provider","score_opus":0.010539373107627273,"score_gpt":0.27530429095062425,"score_spread":0.264764917842997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31199302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97256035,0.014082798,0.007753931,0.00031104474,0.0013994906,0.0020735578,0.000050221857,0.0005615817,0.0012070091],"genre_scores_gemma":[0.99698925,0.00031825586,0.00011666782,0.0010415072,0.0010130218,0.0003879597,0.00005325848,0.00005421959,0.000025847527],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99754906,0.00014657606,0.0006456527,0.00038773377,0.00020839795,0.0010626053],"domain_scores_gemma":[0.9989859,0.00018068067,0.00009075786,0.00035786466,0.000035115172,0.00034971678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006928378,0.0002979747,0.0005104824,0.00014961377,0.0001285511,0.00003882928,0.00013633622,0.00026684738,0.000038161797],"category_scores_gemma":[0.0000069772186,0.0003077228,0.00005960037,0.0003542331,0.000068967056,0.0001015849,0.000015552841,0.0006281533,0.000012302923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000551342,0.00067214004,0.20215857,0.0038823697,0.000020808659,0.000050627747,0.0004951927,0.735105,0.000018488896,0.0011994938,0.019112626,0.03673337],"study_design_scores_gemma":[0.0048334273,0.0003246462,0.17885616,0.00009588031,0.000028950126,0.0000073888095,0.00003873173,0.79825497,0.0000070639726,0.0005766886,0.016551936,0.0004241343],"about_ca_topic_score_codex":0.0006368562,"about_ca_topic_score_gemma":0.0028399976,"teacher_disagreement_score":0.06315001,"about_ca_system_score_codex":0.000301235,"about_ca_system_score_gemma":0.00013409763,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W31199304","doi":"10.2196/12013","title":"Hubungan Antara Self-Efficacy dan Prestasi Akademik Pada Mahasiswa Fakultas Kedokteran Angkatan 2006 Universitas 'X' di Bandung","year":2008,"lang":"en","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.08509795877451037,"score_gpt":0.4124311956219436,"score_spread":0.3273332368474332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31199304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97599995,0.0021207083,0.00003974637,0.0007269659,0.0010367525,0.0024242867,0.00028171254,0.0003829715,0.016986893],"genre_scores_gemma":[0.9397342,0.017667538,0.0082861595,0.0014567502,0.0017212696,0.000293432,0.007673825,0.0004994781,0.022667322],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956439,0.0003053715,0.0012954992,0.00093792233,0.000702699,0.00111457],"domain_scores_gemma":[0.9959087,0.0005408209,0.001242989,0.0009184959,0.00024898507,0.0011400216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005620663,0.0008188744,0.0012258565,0.0004987281,0.00096130074,0.00010027441,0.0004884834,0.0007926127,0.00023393377],"category_scores_gemma":[0.00012974569,0.00081008713,0.00019992815,0.0004299001,0.00008051096,0.00022033445,0.000051566618,0.0012454328,0.00003973077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013768655,0.008476058,0.0062979367,0.10226606,0.0005270251,0.00021664234,0.26071993,0.0000081112275,0.00005163033,0.04615873,0.54454607,0.029354915],"study_design_scores_gemma":[0.021076698,0.003207145,0.26217145,0.007210635,0.0049209124,0.0009125155,0.12386243,0.0019930536,0.00042660217,0.019103425,0.5463882,0.008726898],"about_ca_topic_score_codex":0.0004353937,"about_ca_topic_score_gemma":0.0006608417,"teacher_disagreement_score":0.2558735,"about_ca_system_score_codex":0.0003550501,"about_ca_system_score_gemma":0.002035095,"threshold_uncertainty_score":0.999435},"labels":[],"label_agreement":null},{"id":"W3120099723","doi":"10.2196/23718","title":"Leprosy Screening Based on Artificial Intelligence: Development of a Cross-Platform App","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Leprosy Research and Treatment","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Federal de Juiz de Fora; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Leprosy; Python (programming language); Health informatics; Random forest; Public health; Computer science; Medicine; Artificial intelligence; Environmental health; Data science; Geography; Nursing; Pathology","score_opus":0.16160513765626808,"score_gpt":0.46057680994896344,"score_spread":0.2989716722926954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120099723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918777,0.0005798908,0.0029343916,0.0019656757,0.00007388241,0.00077641837,0.000019516323,0.000050813753,0.0017217095],"genre_scores_gemma":[0.9853617,0.00008277647,0.013177844,0.00083830504,0.00010320704,0.00008459058,0.00010469847,0.00001821055,0.00022869417],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99789304,0.00003790384,0.00056405034,0.00040457942,0.0005216175,0.0005788411],"domain_scores_gemma":[0.9985838,0.00009872279,0.00012130994,0.0002967622,0.00020468807,0.00069470186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005651702,0.00016611425,0.00037477518,0.00014869963,0.0002933882,0.00003237587,0.000050284736,0.00009987748,0.0001220401],"category_scores_gemma":[0.000096843265,0.00013250015,0.000058233694,0.00031975424,0.00009808288,0.000054257223,0.000037301386,0.00030453262,0.000026199958],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035218983,0.0019754863,0.076796316,0.004592645,0.00006379877,0.00018924478,0.001742372,0.000023150616,0.00032771635,0.0028162152,0.0001450355,0.9078061],"study_design_scores_gemma":[0.0067588254,0.0071250275,0.84609747,0.0018170585,0.00014720584,0.00017737027,0.0020316846,0.01728562,0.105730966,0.0021803319,0.009917672,0.0007307751],"about_ca_topic_score_codex":0.00004598005,"about_ca_topic_score_gemma":0.00004491314,"teacher_disagreement_score":0.90707535,"about_ca_system_score_codex":0.00016423625,"about_ca_system_score_gemma":0.002677334,"threshold_uncertainty_score":0.5403199},"labels":[],"label_agreement":null},{"id":"W3120228623","doi":"10.2196/25122","title":"Effectiveness of the Family Portal Function on the Lilly Connected Care Program (LCCP) for Patients With Type 2 Diabetes: Retrospective Cohort Study With Propensity Score Matching","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China; Eli Lilly and Company","keywords":"Medicine; Postprandial; Diabetes mellitus; Glycemic; Propensity score matching; Type 2 diabetes; Odds ratio; Internal medicine; Retrospective cohort study; Cohort; Diabetes management; Endocrinology","score_opus":0.04049627014890431,"score_gpt":0.37369580126860447,"score_spread":0.33319953111970013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120228623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9558809,0.00025505698,0.00003317016,0.00046670478,0.00046616537,0.042163815,0.00017896426,0.00011726897,0.00043797176],"genre_scores_gemma":[0.9767824,0.00007750226,0.00009080317,0.0015851456,0.000118052536,0.020995434,0.0002532288,0.000063747204,0.0000336817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950802,0.0016922684,0.0007888761,0.0008190166,0.00063712284,0.000982515],"domain_scores_gemma":[0.9945383,0.0011187609,0.00087030703,0.0008529308,0.0021654225,0.000454276],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001738363,0.00034604524,0.0007667147,0.00007668157,0.002893416,0.000019486015,0.00019376054,0.00019542169,0.000015044469],"category_scores_gemma":[0.00023503078,0.0001807278,0.000055511064,0.00092438015,0.00016084455,0.000088850575,0.00008709722,0.0010450217,0.0000042563065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028266283,0.00093661644,0.9839971,0.006217456,0.00006307469,6.81636e-7,0.0013037988,0.0000045235097,0.0000057411376,0.0016698517,0.00030335586,0.0026711544],"study_design_scores_gemma":[0.003338203,0.0073493766,0.9834736,0.0009691624,0.00018129784,6.6866113e-7,0.0034418083,0.00001025138,0.000006318655,0.00015819774,0.00089713436,0.00017397705],"about_ca_topic_score_codex":0.0004658278,"about_ca_topic_score_gemma":0.0012302137,"teacher_disagreement_score":0.021168381,"about_ca_system_score_codex":0.0004078354,"about_ca_system_score_gemma":0.003604914,"threshold_uncertainty_score":0.9984047},"labels":[],"label_agreement":null},{"id":"W3120317541","doi":"10.2196/26836","title":"Digital Contact Tracing Based on a Graph Database Algorithm for Emergency Management During the COVID-19 Epidemic: Case Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"Contact tracing; Tracing; Computer science; Data collection; Graph; TRACE (psycholinguistics); Big data; Emergency management; Data cleansing; Process (computing); Population; Data science; Database; Data mining; Coronavirus disease 2019 (COVID-19); Engineering; Data quality; Operations management; Theoretical computer science; Political science","score_opus":0.08121948639761455,"score_gpt":0.39406224127669254,"score_spread":0.312842754879078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120317541","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3368791,0.00064025755,0.6493048,0.007843651,0.000621724,0.0037194823,0.00032158502,0.00034668422,0.00032273663],"genre_scores_gemma":[0.98810196,0.000100681056,0.003657837,0.007349191,0.00012215895,0.00045108554,0.000035738212,0.0000312668,0.00015009835],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9963925,0.0002626623,0.0008094191,0.0011384516,0.0004811708,0.000915832],"domain_scores_gemma":[0.9964901,0.000976023,0.000288119,0.0011533182,0.00010206563,0.0009903715],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013339107,0.0003577989,0.00041999348,0.00026996006,0.0013006614,0.00037076615,0.0004923127,0.00005791679,0.000008309606],"category_scores_gemma":[0.00022683354,0.0002953813,0.00014296237,0.0007926724,0.000027665366,0.0008177623,0.00028390423,0.00035200777,0.0000043827768],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070441084,0.0057813614,0.05162179,0.02367458,0.00033313668,0.031278845,0.014754267,0.0012270293,0.000033087465,0.01028234,0.0035916294,0.8567175],"study_design_scores_gemma":[0.043780904,0.009511712,0.12092901,0.0014245268,0.00065876835,0.010130206,0.039161865,0.734747,0.00010990385,0.0043546953,0.02990288,0.005288517],"about_ca_topic_score_codex":0.00043246115,"about_ca_topic_score_gemma":0.00060312136,"teacher_disagreement_score":0.851429,"about_ca_system_score_codex":0.00038930506,"about_ca_system_score_gemma":0.0007755754,"threshold_uncertainty_score":0.9999995},"labels":[],"label_agreement":null},{"id":"W3120594701","doi":"10.2196/24807","title":"A Self-Help App for Syrian Refugees With Posttraumatic Stress (Sanadak): Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Posttraumatic stress; Clinical psychology; Psychology; Internal medicine","score_opus":0.038850824435637595,"score_gpt":0.4134045272670621,"score_spread":0.37455370283142453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120594701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9197626,0.008029214,0.0007496082,0.015507875,0.004208199,0.032703504,0.00053764216,0.0004767116,0.018024627],"genre_scores_gemma":[0.97901124,0.000075656564,0.002490814,0.002574953,0.00047008178,0.010011686,0.00019304607,0.00007529095,0.00509723],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953949,0.00095292204,0.0016162973,0.0006708639,0.00035093786,0.0010140842],"domain_scores_gemma":[0.99630857,0.0014304267,0.00074355875,0.00048045217,0.0002015056,0.000835509],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001654478,0.00035567972,0.001982156,0.00017709206,0.00043142107,0.00010472103,0.00015908007,0.00018715416,0.00017818976],"category_scores_gemma":[0.0001816574,0.00026705005,0.00034351513,0.00026593532,0.00014525898,0.00014163762,0.000033156124,0.00030637535,0.000032353542],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9383431,0.002290559,0.00004151914,0.0040256926,0.00035139537,0.000029721734,0.001204776,4.1286054e-7,3.287007e-7,0.04464685,0.0031576387,0.005907999],"study_design_scores_gemma":[0.9862921,0.0035241337,0.00028633134,0.00038943885,0.0003867732,0.000078946614,0.00096443214,0.00010395424,0.0000074341147,0.001905567,0.0057918066,0.00026908467],"about_ca_topic_score_codex":0.0002503534,"about_ca_topic_score_gemma":0.0007505989,"teacher_disagreement_score":0.059248623,"about_ca_system_score_codex":0.0001881818,"about_ca_system_score_gemma":0.0009095148,"threshold_uncertainty_score":0.9999782},"labels":[],"label_agreement":null},{"id":"W3120687892","doi":"10.2196/19210","title":"An Innovative Wearable Device For Monitoring Continuous Body Surface Temperature (HEARThermo): Instrument Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intraclass correlation; Infrared thermometer; Wearable computer; Reliability (semiconductor); Thermometer; Validity; Linear regression; Criterion validity; Limits of agreement; Medicine; Reproducibility; Simulation; Statistics; Computer science; Construct validity; Psychometrics; Mathematics; Nuclear medicine; Infrared","score_opus":0.05119734396516684,"score_gpt":0.40497484612695117,"score_spread":0.35377750216178433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120687892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99286175,0.0009683705,0.000036826696,0.0033274253,0.00041078407,0.0021686417,0.000013783069,0.00013580207,0.00007660329],"genre_scores_gemma":[0.9961166,0.0001504946,0.0016741282,0.0008680552,0.0005454816,0.000111415655,0.000079846766,0.000051490362,0.00040249145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796355,0.00021227081,0.00053477933,0.00046438497,0.00038138815,0.00044364747],"domain_scores_gemma":[0.9982026,0.000108810054,0.00020280879,0.0003563368,0.00068518054,0.00044422993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008731586,0.00020199604,0.00048762182,0.00008534904,0.0002693666,0.000042200878,0.000053727526,0.00012684436,0.000026041103],"category_scores_gemma":[0.000118015334,0.0001771301,0.000025822477,0.0005453231,0.00004012629,0.0001610623,0.000020199917,0.0003443394,0.000003085431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020982362,0.003003604,0.8854247,0.0032424247,0.00014624947,0.00006077885,0.015977388,0.000077083576,0.05087539,0.00039863458,0.00076639757,0.03792914],"study_design_scores_gemma":[0.006230157,0.0030582359,0.9701506,0.0003849243,0.00010531962,0.00006219375,0.00988834,0.00023816628,0.007437666,0.00004083676,0.002210627,0.00019293463],"about_ca_topic_score_codex":0.00009169105,"about_ca_topic_score_gemma":0.000009146308,"teacher_disagreement_score":0.084725924,"about_ca_system_score_codex":0.00017064801,"about_ca_system_score_gemma":0.0007886138,"threshold_uncertainty_score":0.7223156},"labels":[],"label_agreement":null},{"id":"W3120691764","doi":"10.2196/25960","title":"Implementation of Online Hospitals and Factors Influencing the Adoption of Mobile Medical Services in China: Cross-Sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University","keywords":"China; Unified theory of acceptance and use of technology; Cross-sectional study; Telemedicine; Structural equation modeling; Family medicine; Odds ratio; Computer-assisted web interviewing; Medicine; Psychology; Health care; Marketing; Business; Social influence; Geography; Computer science","score_opus":0.04949049158278175,"score_gpt":0.45765583325865633,"score_spread":0.4081653416758746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120691764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997466,0.0007550365,0.00000579067,0.0004450659,0.00009807316,0.0011025822,0.00011181753,0.00001140804,0.0000041842595],"genre_scores_gemma":[0.9980215,0.0008429302,0.00005154033,0.00045347284,0.0000754991,0.00004585353,0.00049473555,0.000010656185,0.0000038000678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975714,0.00027702202,0.0010712141,0.00026554495,0.00054631534,0.00026850885],"domain_scores_gemma":[0.99875844,0.00021035472,0.00042542658,0.00015583297,0.00020531591,0.00024466153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016563289,0.00012479378,0.00039971573,0.00014824461,0.00011598386,0.000009096312,0.00004917284,0.00007800054,0.000084856045],"category_scores_gemma":[0.00006958732,0.0000902326,0.000022782293,0.00039400457,0.00007495067,0.000108252185,0.00004724487,0.00024704373,1.8897767e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011230518,0.0003161673,0.9822604,0.0016753208,0.00001614915,0.0000033219278,0.0067586126,0.0000014521895,0.000027390164,0.000019078823,0.00000911132,0.008800686],"study_design_scores_gemma":[0.003060141,0.0015975243,0.9696503,0.000067753535,0.000024043748,0.0000179883,0.025396334,0.000050502164,0.00004781213,0.000017220838,0.000018708322,0.000051623676],"about_ca_topic_score_codex":0.013297363,"about_ca_topic_score_gemma":0.02004431,"teacher_disagreement_score":0.018637722,"about_ca_system_score_codex":0.00007181326,"about_ca_system_score_gemma":0.0008992343,"threshold_uncertainty_score":0.9978373},"labels":[],"label_agreement":null},{"id":"W3120861525","doi":"10.2196/22135","title":"Implementing Mobile Health–Enabled Integrated Care for Complex Chronic Patients: Intervention Effectiveness and Cost-Effectiveness Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Integrated care; eHealth; Medicine; mHealth; Health care; Telemedicine; Chronic care; Cost effectiveness; Physical therapy; Psychological intervention; Family medicine; Nursing; Chronic disease","score_opus":0.08156912813397811,"score_gpt":0.5022060538559641,"score_spread":0.42063692572198597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120861525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238584,0.008237158,0.0028639652,0.00046828488,0.00080753374,0.06251462,0.0007890411,0.0002751037,0.00018590994],"genre_scores_gemma":[0.8782695,0.001747019,0.00046716063,0.0013925779,0.00030053122,0.115668334,0.002005879,0.00009733553,0.000051668787],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9888999,0.0046413075,0.0020619466,0.001411168,0.00037951366,0.0026061567],"domain_scores_gemma":[0.99333495,0.0019726986,0.0011102399,0.0006660139,0.0013716952,0.001544383],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005128112,0.00054903975,0.0014031664,0.00030256517,0.005310644,0.000051572988,0.0001947917,0.0003042754,0.00011633268],"category_scores_gemma":[0.00027094662,0.0005322759,0.00012878487,0.00076565036,0.00010758859,0.00022913965,0.00031416648,0.0010421019,0.000017529586],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011267497,0.0015691386,0.28505275,0.076689884,0.000064710504,0.0000025949948,0.004989858,0.000007652454,0.000035077086,0.002171266,0.0012410522,0.62704927],"study_design_scores_gemma":[0.01918683,0.005827163,0.7329002,0.0014288673,0.000111270856,0.00000510775,0.030397201,0.000309804,0.000012206776,0.00024259524,0.20913385,0.0004449098],"about_ca_topic_score_codex":0.0031861477,"about_ca_topic_score_gemma":0.008214134,"teacher_disagreement_score":0.6266044,"about_ca_system_score_codex":0.0026137608,"about_ca_system_score_gemma":0.004751669,"threshold_uncertainty_score":0.9997129},"labels":[],"label_agreement":null},{"id":"W3121322995","doi":"10.2196/25289","title":"Using Fitbit as an mHealth Intervention Tool to Promote Physical Activity: Potential Challenges and Solutions","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Environmental Health Sciences; National Institute of Nursing Research; National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"mHealth; Intervention (counseling); Physical activity; Computer science; Psychology; Psychological intervention; Medicine; Physical therapy; Nursing","score_opus":0.18356954050444627,"score_gpt":0.50633366222799,"score_spread":0.32276412172354374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121322995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96809334,0.004293517,0.0013001969,0.019570697,0.0006795375,0.0049113357,0.00012968217,0.0002748694,0.0007468151],"genre_scores_gemma":[0.9752412,0.010347759,0.0033441673,0.0056628413,0.001455078,0.0033174104,0.00010255675,0.000096056705,0.00043297326],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9932908,0.0014320376,0.0010831121,0.0014057088,0.00051594846,0.0022723973],"domain_scores_gemma":[0.9946943,0.00023494016,0.0005980198,0.00086447824,0.0004817882,0.0031264604],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019543134,0.00046727827,0.00089741126,0.0003144483,0.0034992443,0.000047925914,0.0001911185,0.00044152726,0.00009760675],"category_scores_gemma":[0.00023384036,0.00048143757,0.0001063808,0.0005237996,0.00012374105,0.0005105248,0.00033759608,0.0014248955,0.00012247651],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006550379,0.0018609305,0.00061156554,0.011714994,0.000028228911,0.00002262675,0.0075415345,0.000014771993,0.0005950321,0.051061377,0.001070978,0.9248229],"study_design_scores_gemma":[0.013942239,0.006372311,0.628511,0.0033249878,0.00068956526,0.0006536573,0.016815362,0.028264968,0.00015180289,0.032397978,0.26618356,0.0026925686],"about_ca_topic_score_codex":0.0012326199,"about_ca_topic_score_gemma":0.0012145746,"teacher_disagreement_score":0.92213035,"about_ca_system_score_codex":0.0005600299,"about_ca_system_score_gemma":0.0034872075,"threshold_uncertainty_score":0.9997637},"labels":[],"label_agreement":null},{"id":"W3121644463","doi":"10.2196/19109","title":"Young People’s Experiences Using an On-Demand Mobile Health Sexual and Reproductive Health Text Message Intervention in Kenya: Qualitative Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"UNICEF; World Health Organization","keywords":"Reproductive health; Intervention (counseling); Qualitative research; Text message; mHealth; Psychology; Health intervention; Mobile phone; Psychological intervention; Medicine; Computer science; Environmental health; Sociology; Population; Nursing; Telecommunications","score_opus":0.15801813379615431,"score_gpt":0.5372412015939041,"score_spread":0.3792230677977498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121644463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96367097,0.0050248126,0.00036977945,0.010668286,0.00042264175,0.019352162,0.00011097972,0.00024104778,0.00013931363],"genre_scores_gemma":[0.9679341,0.0021167735,0.00058956834,0.010498839,0.0006640326,0.01792064,0.000112145935,0.00009380933,0.00007014247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9841644,0.0073032165,0.0031941016,0.0023250196,0.00071841734,0.002294835],"domain_scores_gemma":[0.99281603,0.0006866943,0.0018897546,0.0008261452,0.00021765188,0.0035637342],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008429649,0.000652543,0.0017239535,0.00049479003,0.0032114238,0.000049147864,0.0003161035,0.00029141293,0.00009381113],"category_scores_gemma":[0.0003006987,0.00062144763,0.00006086341,0.0013017842,0.0002346123,0.0005415485,0.00021927714,0.0019666066,0.000027172751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009413436,0.0018534017,0.04922401,0.006770455,0.000017970655,0.0000037652792,0.8977806,0.000029346684,0.0000034125383,0.0011691692,0.0016344157,0.04057214],"study_design_scores_gemma":[0.0042679315,0.0127155725,0.1126081,0.00033732285,0.000020261523,0.000011567921,0.86621475,0.0014913636,6.674335e-7,0.00022817556,0.0016663288,0.00043794894],"about_ca_topic_score_codex":0.017539842,"about_ca_topic_score_gemma":0.016721886,"teacher_disagreement_score":0.06338409,"about_ca_system_score_codex":0.000999088,"about_ca_system_score_gemma":0.003415305,"threshold_uncertainty_score":0.99962366},"labels":[],"label_agreement":null},{"id":"W3121866119","doi":"10.2196/23649","title":"Quality, Features, and Presence of Behavior Change Techniques in Mobile Apps Designed to Improve Physical Activity in Pregnant Women: Systematic Search and Content Analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Nursing Research; National Institute of General Medical Sciences; Medical Research Council; National Institutes of Health; National Health and Medical Research Council; Mitacs; National Heart Foundation of Australia","keywords":"Behavior change methods; mHealth; eHealth; App store; Psychological intervention; Mobile apps; Psychology; Medicine; Applied psychology; Computer science; World Wide Web; Health care; Nursing","score_opus":0.1978203316762799,"score_gpt":0.4958600128781163,"score_spread":0.29803968120183644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121866119","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19644618,0.7879467,0.00001315357,0.00011919613,0.000011363384,0.015324451,0.00011868439,0.0000126352725,0.000007610823],"genre_scores_gemma":[0.07599116,0.90288925,0.00020089485,0.00006752803,0.00002880335,0.020625403,0.000063476575,0.000019387675,0.00011410498],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965002,0.0010013479,0.00067290256,0.0006372611,0.00055866863,0.00062964327],"domain_scores_gemma":[0.998128,0.00048386928,0.00024651908,0.00035233205,0.00012308166,0.00066622725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019438263,0.0002866734,0.0028762282,0.00094266003,0.00004667834,0.000031959153,0.00009363972,0.00014841811,0.0000023803013],"category_scores_gemma":[0.00015705793,0.00021444482,0.00010438935,0.001017702,0.000084462,0.00007441943,0.00021701341,0.00047537772,3.2823843e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056602865,0.000612088,0.0006646972,0.48532233,0.00008179366,0.000021788917,0.0011041459,6.2874854e-8,0.000010360246,0.000056795656,0.0000061019246,0.5120632],"study_design_scores_gemma":[0.0046362253,0.014183096,0.54429585,0.41613087,0.0051802997,0.000067223664,0.008199802,0.00027979893,0.000076360695,0.000037599882,0.0052466644,0.0016661999],"about_ca_topic_score_codex":0.0013707435,"about_ca_topic_score_gemma":0.00036452065,"teacher_disagreement_score":0.5436312,"about_ca_system_score_codex":0.0004010787,"about_ca_system_score_gemma":0.0005022422,"threshold_uncertainty_score":0.8744806},"labels":[],"label_agreement":null},{"id":"W3121887346","doi":"10.2196/19310","title":"Smartphone Medical App Use and Associated Factors Among Physicians at Referral Hospitals in Amhara Region, North Ethiopia, in 2019: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Gondar; Doris Duke Charitable Foundation","keywords":"Cross-sectional study; Referral; Family medicine; Cronbach's alpha; Medicine; mHealth; Health care; Logistic regression; Nursing; Psychological intervention","score_opus":0.09171627275831294,"score_gpt":0.4446967515082622,"score_spread":0.35298047874994926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121887346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98976564,0.00092780456,0.000008895873,0.0029175724,0.0008162456,0.0050716973,0.00017666946,0.00015908277,0.00015638741],"genre_scores_gemma":[0.98412013,0.0046502976,0.000031977852,0.0056869877,0.00029254565,0.0032423167,0.0006218095,0.00006993169,0.0012840009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910432,0.0020612888,0.0025602886,0.0013370682,0.000919897,0.002078263],"domain_scores_gemma":[0.99426526,0.0017542394,0.0009791485,0.0006391486,0.00039203034,0.0019702038],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026094192,0.00047213916,0.0011036757,0.0004206002,0.0018260906,0.00004869207,0.00022361943,0.0009030451,0.00014275486],"category_scores_gemma":[0.0013925595,0.00046683702,0.00007215065,0.0013086195,0.0002760379,0.00040859796,0.0002933207,0.0029464322,0.00003882249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002126866,0.0008755554,0.98768914,0.0010212612,0.000012743546,0.00005103949,0.004422148,0.0000032434432,9.068294e-7,0.00021401003,0.004127349,0.0013699259],"study_design_scores_gemma":[0.004740003,0.00030645117,0.9904371,0.00032783908,0.000014792155,0.000007974456,0.0014825664,0.0000992202,4.6746558e-7,0.00011200617,0.0021545317,0.00031705195],"about_ca_topic_score_codex":0.016835278,"about_ca_topic_score_gemma":0.18755013,"teacher_disagreement_score":0.17071486,"about_ca_system_score_codex":0.001357999,"about_ca_system_score_gemma":0.0035176324,"threshold_uncertainty_score":0.99977833},"labels":[],"label_agreement":null},{"id":"W3122140351","doi":"10.2196/25655","title":"Development and Validation of Risk Scores for All-Cause Mortality for a Smartphone-Based “General Health Score” App: Prospective Cohort Study Using the UK Biobank","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council","keywords":"Biobank; Metric (unit); Interpretability; Univariate; Population; Medicine; Statistic; Multivariate statistics; Cohort; Statistics; Computer science; Machine learning; Environmental health; Mathematics; Bioinformatics; Operations management; Engineering; Internal medicine","score_opus":0.2708114070880317,"score_gpt":0.540985663743695,"score_spread":0.27017425665566336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122140351","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10381586,0.7972026,0.002915827,0.00037301425,0.000904388,0.092338026,0.0023100243,0.00012934799,0.000010916382],"genre_scores_gemma":[0.0031925938,0.8870304,0.009729424,0.0013517756,0.0007408345,0.095597155,0.0021404508,0.00017866593,0.000038702787],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98794955,0.0027160265,0.004754446,0.0018052992,0.0006783569,0.002096292],"domain_scores_gemma":[0.9880307,0.0028498112,0.0055333343,0.0012627277,0.0008072101,0.0015162298],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009746636,0.00095550006,0.0040182685,0.00047067576,0.0045730374,0.00004712089,0.00037548717,0.000675593,0.000017759896],"category_scores_gemma":[0.0005064967,0.0007131718,0.00031299714,0.0008847315,0.00023548688,0.000093118826,0.00018440685,0.0014414716,0.0000027471801],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004904339,0.0013734314,0.1958718,0.28588706,0.0009797707,0.0000012873584,0.006841771,0.000008153236,1.6445898e-7,0.003911162,0.002975961,0.50165904],"study_design_scores_gemma":[0.007586359,0.0015644331,0.122341745,0.0153576,0.005787561,0.000013686924,0.002916634,0.00037127078,0.0000019304566,0.00032687024,0.8424314,0.0013005112],"about_ca_topic_score_codex":0.003418111,"about_ca_topic_score_gemma":0.0037846288,"teacher_disagreement_score":0.8394554,"about_ca_system_score_codex":0.00157844,"about_ca_system_score_gemma":0.026317867,"threshold_uncertainty_score":0.9995319},"labels":[],"label_agreement":null},{"id":"W3122345770","doi":"10.2196/19465","title":"Habits Heart App for Patient Engagement in Heart Failure Management: Pilot Feasibility Randomized Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Heart failure; Medicine; Randomized controlled trial; Ejection fraction; Physical therapy; Quality of life (healthcare); Intervention (counseling); mHealth; Psychological intervention; Internal medicine; Nursing","score_opus":0.10189416586045422,"score_gpt":0.45478564326461834,"score_spread":0.35289147740416416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122345770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7890683,0.004750529,0.0012612386,0.09664794,0.0028508028,0.10105585,0.00036950104,0.0005095811,0.0034862773],"genre_scores_gemma":[0.82947296,0.0029375192,0.016158802,0.038141698,0.0008979449,0.11091044,0.00045474738,0.00011275618,0.000913123],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.988306,0.004225337,0.0031118596,0.001422971,0.00056714064,0.0023667184],"domain_scores_gemma":[0.9934424,0.0026802653,0.0007330293,0.0010426145,0.00038061125,0.0017210523],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008279314,0.00049998524,0.0018241568,0.00036971056,0.0022289942,0.00002984736,0.00020605662,0.00036864163,0.00025638205],"category_scores_gemma":[0.00065996574,0.0004682464,0.00022733805,0.0008124813,0.00016421333,0.00016077807,0.00023263684,0.0014698561,0.000101225465],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6652945,0.003687581,0.015297148,0.032470055,0.00006385779,0.000009881123,0.0038158074,0.000012004662,0.000019881712,0.07231621,0.18760957,0.01940347],"study_design_scores_gemma":[0.54312205,0.0010711096,0.013923381,0.00038346104,0.00008091568,0.000005393888,0.0016151723,0.00016021942,0.0000052173823,0.004052302,0.4352326,0.0003481431],"about_ca_topic_score_codex":0.0004239578,"about_ca_topic_score_gemma":0.0014375001,"teacher_disagreement_score":0.24762306,"about_ca_system_score_codex":0.0007862744,"about_ca_system_score_gemma":0.003058518,"threshold_uncertainty_score":0.9997769},"labels":[],"label_agreement":null},{"id":"W3122365426","doi":"10.2196/24424","title":"Developing an Adaptive Mobile Intervention to Address Risky Substance Use Among Adolescents and Emerging Adults: Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism; Michigan Institute for Clinical and Health Research","keywords":"mHealth; Psychological intervention; Medicine; eHealth; Usability; Intervention (counseling); Public health; Psychology; Psychiatry; Health care; Nursing; Computer science","score_opus":0.09795298106052912,"score_gpt":0.44995888179134935,"score_spread":0.3520059007308202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122365426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946367,0.0008872847,0.0004724298,0.00023031117,0.00080360676,0.0026286228,0.00014065577,0.00011142781,0.00008897455],"genre_scores_gemma":[0.99758536,0.00004336081,0.0005575654,0.0005789829,0.000084328974,0.00085896906,0.000043867076,0.00004038326,0.00020719018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960418,0.0007971267,0.0010211178,0.0010494845,0.00027826903,0.0008122318],"domain_scores_gemma":[0.9978804,0.00009463384,0.00031991728,0.00051378686,0.00021988148,0.0009713787],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00084833236,0.0002875258,0.00044406316,0.00017555896,0.00042293256,0.00011446967,0.0001519716,0.00011455973,0.000057451765],"category_scores_gemma":[0.000060147067,0.00031087355,0.00006565475,0.00048588263,0.00010133015,0.0006545649,0.00013762598,0.0003866936,0.000025702044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016310002,0.0042099985,0.77043253,0.0019671193,0.000039065544,0.00004901446,0.017716043,0.0000030974436,9.1077646e-7,0.0011227705,0.00016526379,0.20266321],"study_design_scores_gemma":[0.0019713936,0.002972116,0.970126,0.0013304611,0.000026062764,0.000017997883,0.0228572,0.000054746066,0.0000079334495,0.00017554665,0.0001978772,0.00026266716],"about_ca_topic_score_codex":0.0037669989,"about_ca_topic_score_gemma":0.018871982,"teacher_disagreement_score":0.20240054,"about_ca_system_score_codex":0.00038377894,"about_ca_system_score_gemma":0.00012693915,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W3122412346","doi":"10.2196/22183","title":"Interpretable Conditional Recurrent Neural Network for Weight Change Prediction: Algorithm Development and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Artificial neural network; Psychological intervention; Overweight; Computer science; Machine learning; Algorithm; Artificial intelligence; Obesity; Medicine","score_opus":0.11875318409293552,"score_gpt":0.45213617993404587,"score_spread":0.33338299584111036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122412346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91086173,0.012154571,0.015189505,0.019250281,0.00579377,0.033883393,0.0014616403,0.0005659286,0.00083919766],"genre_scores_gemma":[0.8033937,0.0067076636,0.0318534,0.021611555,0.007821626,0.1213006,0.0055583864,0.00014514696,0.0016078841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955339,0.0006071619,0.0013880483,0.00083856797,0.00033905875,0.0012932528],"domain_scores_gemma":[0.9968898,0.00057933276,0.00051545596,0.0003482836,0.0004287777,0.0012382943],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017125153,0.00030279384,0.0005533113,0.00013009185,0.003241362,0.000027003303,0.000099928664,0.00024350312,0.00015176975],"category_scores_gemma":[0.00007154089,0.00029471895,0.00004067254,0.00038313447,0.000059820402,0.00022803909,0.00012322197,0.00070592907,0.000019757981],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042483673,0.0010647409,0.15929002,0.0066282293,0.000058848833,0.0000070055057,0.010049824,0.000007081084,0.0000020332502,0.007293489,0.055162672,0.76001126],"study_design_scores_gemma":[0.0042403354,0.0006868427,0.4602799,0.00029778076,0.000095241834,0.000025820902,0.0024318956,0.0047887904,0.000003305156,0.0012243922,0.5256127,0.00031296056],"about_ca_topic_score_codex":0.0000968481,"about_ca_topic_score_gemma":0.0002754186,"teacher_disagreement_score":0.7596983,"about_ca_system_score_codex":0.00033862775,"about_ca_system_score_gemma":0.0020992276,"threshold_uncertainty_score":0.99995047},"labels":[],"label_agreement":null},{"id":"W3122710486","doi":"10.2196/26443","title":"mHealth App for Pressure Ulcer Wound Assessment in Patients With Spinal Cord Injury: Clinical Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Intraclass correlation; Medicine; Inter-rater reliability; Spinal cord injury; Reproducibility; Intra-rater reliability; Physical therapy; Psychological intervention; Psychometrics; Spinal cord; Psychology; Nursing; Internal medicine; Rating scale; Statistics; Confidence interval","score_opus":0.13184338345990265,"score_gpt":0.5437900617245492,"score_spread":0.4119466782646466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122710486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97799754,0.00022609565,0.0027248021,0.0039742226,0.001407905,0.012298714,0.00011807281,0.00014498549,0.0011076536],"genre_scores_gemma":[0.990473,0.00018424253,0.0017967208,0.0037093451,0.0003449062,0.0016697443,0.0002571228,0.000052633244,0.0015123186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933197,0.0023545937,0.001704016,0.00096294435,0.0006003457,0.0010584354],"domain_scores_gemma":[0.99711907,0.0003229969,0.00081757817,0.00062469667,0.00045172923,0.00066394394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004134976,0.00032255656,0.0008050723,0.00022272153,0.0009225412,0.000047332265,0.0001915143,0.00025817959,0.00016944464],"category_scores_gemma":[0.00011933785,0.0002792977,0.000073059055,0.00042171407,0.000058880116,0.00030328953,0.00021253624,0.0011919994,0.000017004018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00583917,0.0034770037,0.9392412,0.0046689287,0.0000963922,0.0000038024507,0.0006129335,0.000004312041,2.4486823e-7,0.003231721,0.009643815,0.033180524],"study_design_scores_gemma":[0.0097377645,0.006253514,0.9343252,0.00022246448,0.00020315859,3.1327428e-7,0.0022349125,0.0000904005,2.8332292e-7,0.00042592306,0.046267126,0.00023893421],"about_ca_topic_score_codex":0.00026479398,"about_ca_topic_score_gemma":0.000923422,"teacher_disagreement_score":0.03662331,"about_ca_system_score_codex":0.00026305133,"about_ca_system_score_gemma":0.0020921258,"threshold_uncertainty_score":0.9999659},"labels":[],"label_agreement":null},{"id":"W3123399356","doi":"10.2196/24452","title":"A Mobile App to Facilitate Socially Distanced Hospital Communication During COVID-19: Implementation Experience","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social distance; Telemedicine; Medicine; Directory; Internet privacy; Health care; Hospital medicine; World Wide Web; Computer science; Medical emergency; Coronavirus disease 2019 (COVID-19); Family medicine","score_opus":0.07727915012064102,"score_gpt":0.45477215403013377,"score_spread":0.37749300390949275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123399356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97314364,0.0010993248,0.0014385692,0.021742953,0.00012457378,0.0020312038,0.00009204335,0.00014290112,0.00018477587],"genre_scores_gemma":[0.98158574,0.0017155493,0.0026249913,0.012163214,0.00013764377,0.00096450094,0.00054906687,0.000022347167,0.00023697095],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99765104,0.0001633802,0.00072288583,0.00046497327,0.00038030097,0.00061743264],"domain_scores_gemma":[0.9976733,0.00008052592,0.00023326316,0.00039585485,0.00017537906,0.0014416951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041276347,0.00018500243,0.0003628213,0.00012791393,0.0007445646,0.000030368543,0.00007917415,0.00006740922,0.0002494566],"category_scores_gemma":[0.0001304878,0.0001882838,0.000043697866,0.0004458837,0.00007163327,0.00016064316,0.00007117144,0.00022182912,0.000014030696],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018339345,0.0010324487,0.31268144,0.012903404,0.000081980514,0.00013867974,0.43164223,0.000010763129,0.0030867471,0.00510662,0.02534969,0.20613207],"study_design_scores_gemma":[0.008851171,0.0024543596,0.78881973,0.0001201667,0.000085584914,0.00009904616,0.10050843,0.000028398501,0.00056780246,0.00053652807,0.09754321,0.00038559438],"about_ca_topic_score_codex":0.0009546889,"about_ca_topic_score_gemma":0.0010576815,"teacher_disagreement_score":0.47613826,"about_ca_system_score_codex":0.0004360105,"about_ca_system_score_gemma":0.0019074981,"threshold_uncertainty_score":0.7677991},"labels":[],"label_agreement":null},{"id":"W3124026863","doi":"10.2196/17660","title":"Assessing Apps for Health Care Workers Using the ISYScore-Pro Scale: Development and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Delphi method; mHealth; Health care; Mobile phone; Scale (ratio); Android (operating system); Inter-rater reliability; Medicine; Nursing; Computer science; Psychology; Rating scale; Psychological intervention","score_opus":0.19458018332770233,"score_gpt":0.5347405925812231,"score_spread":0.34016040925352076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124026863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587221,0.008749647,0.004315178,0.012818638,0.0007824869,0.014090469,0.000060046532,0.00017249641,0.00028891792],"genre_scores_gemma":[0.9541025,0.0012023358,0.018239658,0.013925469,0.0006191238,0.0113255875,0.00027110666,0.000099158555,0.00021504775],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99322146,0.0014919991,0.0019309445,0.0010592648,0.00048308808,0.0018132607],"domain_scores_gemma":[0.9953309,0.00090804865,0.0010476923,0.00069337984,0.00055753795,0.0014624126],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034851157,0.00040882788,0.0007936849,0.00018829327,0.008847068,0.00010813527,0.00019207606,0.0002738615,0.000024379066],"category_scores_gemma":[0.00015194893,0.00033217977,0.00005608374,0.0007013657,0.00012093935,0.00027135198,0.00018099783,0.0010070396,0.000008970588],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043701543,0.0006887911,0.34876993,0.025068367,0.000056724228,0.0000045628813,0.07843366,0.000021167778,0.00001870626,0.0022838481,0.008393286,0.53582394],"study_design_scores_gemma":[0.0067111286,0.0006493716,0.48515436,0.0012590382,0.00017760831,0.000039442482,0.29244965,0.00074996235,0.000030187399,0.00037096153,0.21167539,0.0007328826],"about_ca_topic_score_codex":0.0007413964,"about_ca_topic_score_gemma":0.0019115714,"teacher_disagreement_score":0.53509104,"about_ca_system_score_codex":0.0009871109,"about_ca_system_score_gemma":0.012940405,"threshold_uncertainty_score":0.99991304},"labels":[],"label_agreement":null},{"id":"W3124543430","doi":"10.2196/25451","title":"Simple Smartphone-Based Assessment of Gait Characteristics in Parkinson Disease: Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Sanming Project of Medicine in Shenzhen; National Natural Science Foundation of China; Natural Science Foundation of Shenzhen City","keywords":"Gait; Physical medicine and rehabilitation; STRIDE; Parkinson's disease; Rating scale; Cadence; Psychology; Gold standard (test); Physical therapy; Gait analysis; Medicine; Disease; Developmental psychology","score_opus":0.06069867403878387,"score_gpt":0.44705281332866137,"score_spread":0.3863541392898775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124543430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958684,0.00028254377,0.00024298477,0.0010475493,0.0004443408,0.001600508,0.00015625473,0.0000469926,0.00031044253],"genre_scores_gemma":[0.9968173,0.00051591685,0.00026476828,0.001067117,0.0001852238,0.00035931353,0.00062271423,0.000025090196,0.00014259161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996062,0.0014047092,0.0011338731,0.0004472356,0.00035612297,0.0005960722],"domain_scores_gemma":[0.99810797,0.00024390778,0.00061982515,0.00039961856,0.00019161143,0.00043703816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015161308,0.00018456609,0.0005355017,0.00015415729,0.0003929707,0.000011565469,0.00008943694,0.00013667396,0.000054107433],"category_scores_gemma":[0.000095183066,0.00018340613,0.000049002254,0.0003922717,0.00003385263,0.00010329909,0.000059120943,0.0005442206,0.000009600644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017009521,0.0021871605,0.9886199,0.0035253377,0.000007254104,0.000011689448,0.00079521595,9.935017e-7,0.00013135649,0.00031460033,0.00049412,0.0037422616],"study_design_scores_gemma":[0.002908711,0.00024019838,0.990444,0.00026545228,0.00004174854,3.1520608e-7,0.0013514264,0.0011184606,0.0000013926913,0.0002569841,0.003235902,0.00013542254],"about_ca_topic_score_codex":0.00030979517,"about_ca_topic_score_gemma":0.0005885018,"teacher_disagreement_score":0.0036068389,"about_ca_system_score_codex":0.00025987043,"about_ca_system_score_gemma":0.0024264914,"threshold_uncertainty_score":0.7479085},"labels":[],"label_agreement":null},{"id":"W3126481881","doi":"10.2196/19239","title":"Interplay of Support, Comparison, and Surveillance in Social Media Weight Management Interventions: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Nottingham Ningbo China; Natural Science Foundation of Ningbo; Federation for the Humanities and Social Sciences","keywords":"Social media; Psychological intervention; Qualitative research; Weight management; Psychology; Social support; Applied psychology; Internet privacy; Computer science; Medicine; Social psychology; Nursing; Weight loss; Sociology; World Wide Web","score_opus":0.19512398160907626,"score_gpt":0.551755292987062,"score_spread":0.35663131137798576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126481881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883033,0.0020213346,0.00001756797,0.0057990076,0.0014336613,0.0014007591,0.000021529057,0.00002541814,0.0009774416],"genre_scores_gemma":[0.9965925,0.002150761,0.0002779634,0.00016878433,0.00030903524,0.00042823234,0.000024692099,0.000009936798,0.0000380809],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9957719,0.0021804804,0.0008830773,0.00033570625,0.0003852153,0.00044363353],"domain_scores_gemma":[0.99730706,0.0017388454,0.00039749703,0.00011271179,0.00015667097,0.00028723516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035763213,0.00011581283,0.00046529865,0.00018841056,0.00042179634,0.000026210872,0.000105647494,0.00009469563,0.00007928785],"category_scores_gemma":[0.0007047863,0.00012777641,0.00003917104,0.00063445215,0.00027141446,0.00011347192,0.0000629083,0.00024294789,0.0000031139166],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049851227,0.0006687014,0.1808229,0.0015842993,0.00001295125,0.0000049407176,0.7757608,3.7935752e-8,1.657267e-7,0.011080991,0.000988006,0.029026337],"study_design_scores_gemma":[0.0006301673,0.00011264857,0.5260809,0.00008498453,0.000011208885,4.1924824e-7,0.47003686,0.0000021455091,4.6234317e-7,0.0010872396,0.0018763032,0.000076665616],"about_ca_topic_score_codex":0.0018313074,"about_ca_topic_score_gemma":0.041993935,"teacher_disagreement_score":0.345258,"about_ca_system_score_codex":0.00024608066,"about_ca_system_score_gemma":0.0006259478,"threshold_uncertainty_score":0.9754872},"labels":[],"label_agreement":null},{"id":"W3126647219","doi":"10.2196/23784","title":"Acceptance, Barriers, and Future Preferences of Mobile Health Among Patients Receiving Trauma and Orthopedic Surgical Care: Paper-Based Survey in a Prospective Multicenter Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität des Saarlandes; Deutsche Forschungsgemeinschaft","keywords":"Orthopedic surgery; Orthopedic trauma; Medicine; Likert scale; Prospective cohort study; Health care; Family medicine; Medical education; Psychology; Psychiatry; Surgery","score_opus":0.04113032210486698,"score_gpt":0.41215724941175436,"score_spread":0.37102692730688736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126647219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762234,0.00922397,0.0000036243202,0.0008007026,0.0003885048,0.012542274,0.0003617847,0.00006500513,0.0003907238],"genre_scores_gemma":[0.9763676,0.012079281,0.0002331691,0.001269505,0.00022157766,0.009510268,0.00022831606,0.000049062102,0.00004121644],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99157196,0.0032791246,0.0020473509,0.0011914448,0.0004952594,0.0014148589],"domain_scores_gemma":[0.9948723,0.00100888,0.0009825883,0.00052470755,0.00056982745,0.0020417063],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023549094,0.00042704414,0.001253743,0.00028810403,0.0013624883,0.0000229849,0.0001459218,0.00036757797,0.00012137568],"category_scores_gemma":[0.00021506324,0.00038361247,0.000045200686,0.0009038217,0.0002288708,0.00024037792,0.00014282063,0.0013403035,0.0000021810056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051090796,0.0005574232,0.8765297,0.005518883,0.000008982317,0.000004091489,0.013071926,8.465909e-7,1.9698335e-7,0.00012606393,0.00023229262,0.10343871],"study_design_scores_gemma":[0.007858395,0.0016096187,0.95641077,0.00039383714,0.000021952845,0.0000012088957,0.024899505,0.000035575627,6.121174e-7,0.000024960946,0.008510651,0.00023289927],"about_ca_topic_score_codex":0.0052509676,"about_ca_topic_score_gemma":0.059662078,"teacher_disagreement_score":0.103205815,"about_ca_system_score_codex":0.00040359623,"about_ca_system_score_gemma":0.0040614833,"threshold_uncertainty_score":0.9999376},"labels":[],"label_agreement":null},{"id":"W3126649157","doi":"10.2196/24604","title":"Relationship Between Major Depression Symptom Severity and Sleep Collected Using a Wristband Wearable Device: Multicenter Longitudinal Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innovative Medicines Initiative; European Commission; Medical Research Council; National Institute for Health and Care Research","keywords":"Polysomnography; Sleep (system call); Patient Health Questionnaire; Depression (economics); Insomnia; Sleep disorder; Medicine; Wearable computer; Observational study; Actigraphy; Mental health; Physical therapy; Psychiatry; Clinical psychology; Depressive symptoms; Cognition; Computer science; Internal medicine","score_opus":0.1706462295661621,"score_gpt":0.4328725663839174,"score_spread":0.2622263368177553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126649157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99030083,0.0070385323,0.00015739728,0.00071173225,0.00032672752,0.0008870637,0.000034529294,0.00006646731,0.00047670494],"genre_scores_gemma":[0.9983523,0.00008946753,0.00052131555,0.000411787,0.00013301607,0.00006053556,0.000073896554,0.000028387482,0.00032932704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974444,0.00054285687,0.00055915775,0.00064821646,0.00026039797,0.00054496666],"domain_scores_gemma":[0.9984209,0.0005050036,0.00022290126,0.00027763195,0.00014879147,0.00042475588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046720097,0.00022402499,0.00036604793,0.00014084416,0.0010252033,0.000062603845,0.00007429888,0.0002758298,0.00015715622],"category_scores_gemma":[0.00009769078,0.00021231505,0.000037709833,0.0005746025,0.00008156303,0.00014930157,0.0000699233,0.0005477425,0.000015460197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024854494,0.0005818313,0.9939786,0.00021358395,0.0001238846,0.000024114606,0.0028510022,0.0000060847483,0.0000030500453,0.00008097847,0.00038650408,0.001501816],"study_design_scores_gemma":[0.004934546,0.00014529482,0.99142694,0.00007133442,0.00036314205,0.000036674508,0.0018914781,0.00055282004,0.0000015009066,0.00014863253,0.00023051666,0.0001971051],"about_ca_topic_score_codex":0.000946018,"about_ca_topic_score_gemma":0.00038424623,"teacher_disagreement_score":0.0080514215,"about_ca_system_score_codex":0.00010358044,"about_ca_system_score_gemma":0.00029192402,"threshold_uncertainty_score":0.8657957},"labels":[],"label_agreement":null},{"id":"W3126655593","doi":"10.2196/24339","title":"Bed Sensor Technology for Objective Sleep Monitoring Within the Clinical Rehabilitation Setting: Observational Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Stroke (engine); Heart rate; Physical therapy; Spinal cord injury; Physical medicine and rehabilitation; Anesthesia; Spinal cord; Blood pressure; Internal medicine","score_opus":0.1266518852213285,"score_gpt":0.47684817193272566,"score_spread":0.35019628671139713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126655593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750401,0.0010472884,0.00011550531,0.018897979,0.001972581,0.002579083,0.000021661674,0.00011963345,0.00020616267],"genre_scores_gemma":[0.99573344,0.000037491453,0.002437733,0.0007236704,0.0003306742,0.0005666213,0.000023312054,0.000024745805,0.00012233498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99682826,0.0008943598,0.0008899211,0.00073259766,0.00019730198,0.00045758157],"domain_scores_gemma":[0.9966169,0.001991772,0.00035563094,0.00050678925,0.0003434108,0.00018549357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024995052,0.00017920298,0.0003517754,0.00010092911,0.00063404476,0.000022505774,0.00012756886,0.00034730943,0.000019438094],"category_scores_gemma":[0.0011838436,0.0001364684,0.000091670365,0.0005343199,0.00021639663,0.00005992316,0.00004830897,0.0007009906,0.00001098128],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005846164,0.0016669806,0.9665498,0.00012552753,0.00015275953,0.000004152606,0.010958269,0.0000108163495,0.000005385931,0.0040414915,0.00057448103,0.015325713],"study_design_scores_gemma":[0.0036412254,0.0015611082,0.91997457,0.000020282725,0.00012937555,0.0000122083975,0.0693511,0.00011504074,0.000004437658,0.004699226,0.00035997678,0.00013146219],"about_ca_topic_score_codex":0.00008295211,"about_ca_topic_score_gemma":0.000103391605,"teacher_disagreement_score":0.05839283,"about_ca_system_score_codex":0.00011020413,"about_ca_system_score_gemma":0.0004349836,"threshold_uncertainty_score":0.556502},"labels":[],"label_agreement":null},{"id":"W3127277128","doi":"10.2196/17492","title":"The Kurbo App: The Freemium Model and Developmental Behavior Concerns. Comment on “Impact of a Mobile App–Based Health Coaching and Behavior Change Program on Participant Engagement and Weight Status of Overweight and Obese Children: Retrospective Cohort Study”","year":2021,"lang":"en","type":"letter","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Coaching; Overweight; Behavior change; Psychology; Health coaching; Applied psychology; mHealth; Gerontology; Internet privacy; Developmental psychology; Computer science; Obesity; Medicine; Psychological intervention; Social psychology; World Wide Web; Psychotherapist; Psychiatry","score_opus":0.09370624307175718,"score_gpt":0.3966223777505314,"score_spread":0.3029161346787742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127277128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96353126,0.0029968764,9.812219e-7,0.015626354,0.000082417086,0.016898617,0.0007939427,0.000046773854,0.000022787064],"genre_scores_gemma":[0.962084,0.004371271,0.000115309434,0.027518747,0.00032874575,0.0051828106,0.00030982477,0.000074911644,0.000014400322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950338,0.00083651446,0.00091876124,0.0010387088,0.0010041896,0.0011680308],"domain_scores_gemma":[0.99713707,0.00053595525,0.0008563354,0.0005616459,0.00012236965,0.00078663946],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001434451,0.000689188,0.0017183793,0.0001542062,0.00083424477,0.00008092324,0.00012429412,0.0002655762,0.0000054069674],"category_scores_gemma":[0.00003945756,0.00042543883,0.000103723294,0.0001973926,0.0006274862,0.00008412418,0.0002897928,0.0021965941,2.0718659e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043467144,0.011821791,0.96096677,0.002396407,0.00028204217,0.00003082982,0.0048254225,0.0000011957851,0.0000044731933,0.000045460813,0.006176484,0.013014429],"study_design_scores_gemma":[0.003265267,0.012608443,0.98031646,0.0005982319,0.00088553125,0.000019640986,0.00078823866,0.00044255934,0.0000135628,0.000013835145,0.0007327928,0.00031541302],"about_ca_topic_score_codex":0.0040314086,"about_ca_topic_score_gemma":0.00031941838,"teacher_disagreement_score":0.01934969,"about_ca_system_score_codex":0.00076825137,"about_ca_system_score_gemma":0.0009083409,"threshold_uncertainty_score":0.99981976},"labels":[],"label_agreement":null},{"id":"W3127332752","doi":"10.2196/25488","title":"Use of a Smartphone Platform to Help With Emergency Management of Acute Ischemic Stroke: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Medical emergency; Emergency department; Emergency medicine; Telemedicine; Tissue plasminogen activator; mHealth; Health care; Psychological intervention; Internal medicine; Nursing","score_opus":0.12021950896186571,"score_gpt":0.37857603539846174,"score_spread":0.258356526436596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127332752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936142,0.00024071858,0.00032447366,0.0020441406,0.00010707785,0.0016948412,0.00010550563,0.000027724818,0.0018413228],"genre_scores_gemma":[0.97845954,0.0009663618,0.014458218,0.0008661922,0.00006271454,0.00015773073,0.00011683815,0.000029577483,0.0048828516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776024,0.000026388987,0.00074379204,0.00043308636,0.00062920706,0.0004072884],"domain_scores_gemma":[0.99850935,0.000031073032,0.0002985655,0.00050489575,0.0002567995,0.00039933724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002532088,0.00020884986,0.00055462756,0.00015183094,0.0000683594,0.000005998046,0.00008857211,0.000053370983,0.000117539894],"category_scores_gemma":[0.000012086053,0.00017689212,0.000054759967,0.0005652657,0.00003598019,0.000107192056,0.00017090286,0.00017385096,0.0000045645115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004558953,0.0036741516,0.8168531,0.011072316,0.002364463,0.0003229346,0.003587488,0.000015277326,0.0039758612,0.0007011273,0.13516098,0.017713308],"study_design_scores_gemma":[0.0036056892,0.0022525832,0.9779737,0.00032033102,0.0009421475,0.00004846554,0.0035604322,0.00005654309,0.0014729548,0.0000047759268,0.009577611,0.0001847707],"about_ca_topic_score_codex":0.00012270568,"about_ca_topic_score_gemma":0.00003762925,"teacher_disagreement_score":0.16112056,"about_ca_system_score_codex":0.000106737556,"about_ca_system_score_gemma":0.00029577257,"threshold_uncertainty_score":0.7213451},"labels":[],"label_agreement":null},{"id":"W3127348140","doi":"10.2196/22647","title":"A Novel Remote Follow-Up Tool Based on an Instant Messaging/Social Media App for the Management of Patients With Low Anterior Resection Syndrome: Pilot Prospective Self-Control Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stoma care and complications","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Telephone interview; Instant messaging; Defecation; Medicine; Psychology; Surgery; World Wide Web; Computer science","score_opus":0.02819530012858353,"score_gpt":0.3316227005341705,"score_spread":0.30342740040558697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127348140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99081826,0.00007231947,0.0023896524,0.0011890059,0.00012044783,0.0050011845,0.00012641803,0.00006497607,0.00021773628],"genre_scores_gemma":[0.99752414,0.000024057857,0.00085692643,0.0009163095,0.000053864573,0.00052456907,0.00004441653,0.00002714654,0.000028565333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839,0.00007722036,0.00037006542,0.0004226989,0.00042953412,0.00031046488],"domain_scores_gemma":[0.99876183,0.00013721953,0.0002158307,0.0003803731,0.0003467437,0.00015800298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038373697,0.0001650233,0.000384619,0.000102050144,0.00041755382,0.000019584093,0.00007532464,0.00004057979,0.000005857761],"category_scores_gemma":[0.000021502818,0.000114210554,0.00004828711,0.0003909485,0.000037395384,0.000053858163,0.000018944243,0.00017488298,5.852987e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.178117,0.067744404,0.41643324,0.028742123,0.0037345542,0.00022878268,0.040292203,0.000040345214,0.00033762818,0.008148495,0.0008465029,0.2553347],"study_design_scores_gemma":[0.018532405,0.008093354,0.9696702,0.00023857065,0.000414459,0.000009708332,0.002058283,0.0007413989,0.000009473479,0.00003032572,0.00009664711,0.0001051929],"about_ca_topic_score_codex":0.00005987023,"about_ca_topic_score_gemma":0.00026048368,"teacher_disagreement_score":0.55323696,"about_ca_system_score_codex":0.00020817497,"about_ca_system_score_gemma":0.0003977624,"threshold_uncertainty_score":0.46573713},"labels":[],"label_agreement":null},{"id":"W3127429709","doi":"10.2196/20217","title":"eHealth Intervention to Improve Health Habits in the Adolescent Population: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de León; Junta de Castilla y León","keywords":"eHealth; mHealth; Psychological intervention; Percentile; Intervention (counseling); Digital health; Gerontology; Population; Health promotion; Social network (sociolinguistics); Psychology; Medicine; Environmental health; Public health; Social media; Health care; Computer science; World Wide Web; Psychiatry; Nursing","score_opus":0.10538178865834118,"score_gpt":0.5494056618434588,"score_spread":0.44402387318511766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127429709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8127224,0.0065610465,0.0060665435,0.136761,0.003732237,0.03262755,0.00015161688,0.00034919564,0.0010284109],"genre_scores_gemma":[0.9095761,0.001707104,0.006657787,0.061772067,0.0008753829,0.018716259,0.00019986808,0.00008400053,0.00041141006],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9799456,0.0117836725,0.0034776973,0.0014751324,0.00075248454,0.0025654028],"domain_scores_gemma":[0.99345106,0.0012581968,0.0011611914,0.0014790779,0.0003834857,0.0022669632],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014938022,0.00051713863,0.0012213773,0.0004978181,0.0029268507,0.000049006645,0.00047545892,0.00032983543,0.000076713724],"category_scores_gemma":[0.000610257,0.00042651247,0.00012938013,0.0020662942,0.000056370598,0.00019007981,0.0002946352,0.002331702,0.00013958331],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040842715,0.003318168,0.1555301,0.01022992,0.000015715674,0.000014007495,0.018740183,0.000007651039,0.000008005229,0.011225229,0.028291672,0.77221096],"study_design_scores_gemma":[0.0033448692,0.0011751067,0.8881502,0.00046861428,0.000028596864,0.000016203847,0.026532087,0.00011346421,0.0000015240377,0.00071507785,0.07917417,0.0002800575],"about_ca_topic_score_codex":0.0092262635,"about_ca_topic_score_gemma":0.022147272,"teacher_disagreement_score":0.7719309,"about_ca_system_score_codex":0.0013192557,"about_ca_system_score_gemma":0.0037479547,"threshold_uncertainty_score":0.99996996},"labels":[],"label_agreement":null},{"id":"W3127517044","doi":"10.2196/23498","title":"Addressing Implementation Challenges to Digital Care Delivery for Adults With Multiple Chronic Conditions: Stakeholder Feedback in a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicaid; Stakeholder; Randomized controlled trial; Digital health; mHealth; Medicine; Health care; Nursing; Psychological intervention","score_opus":0.12580575231237645,"score_gpt":0.41798469851297,"score_spread":0.29217894620059354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127517044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96270597,0.013354072,0.00008479665,0.004461511,0.00015073102,0.01833909,0.00019613272,0.00006240947,0.0006452991],"genre_scores_gemma":[0.9905371,0.0022823946,0.00019993659,0.00060021284,0.00028446788,0.005036789,0.0009627641,0.000029005367,0.00006730629],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978896,0.00015206277,0.00069126225,0.0004775734,0.0002751406,0.00051440153],"domain_scores_gemma":[0.99848354,0.00051045825,0.00023387543,0.00020725984,0.00021559435,0.00034927108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038248583,0.00022241604,0.001172968,0.00020274436,0.00015534044,0.00008714676,0.00004065868,0.0000616398,0.000060556296],"category_scores_gemma":[0.00016211701,0.00017564709,0.00012724184,0.00016192552,0.000064309395,0.00020243817,0.000028245895,0.00012498711,0.0000026193509],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9592092,0.0003231204,0.00022003947,0.0072065014,0.00013571385,0.00003201156,0.004230488,0.000022053977,0.0000032475145,0.00053873303,0.00046237098,0.027616497],"study_design_scores_gemma":[0.9580744,0.0014956476,0.004353945,0.00094933965,0.00028130616,0.0000065338736,0.033767696,0.00032997061,0.000005582553,0.000058518202,0.000515297,0.00016177558],"about_ca_topic_score_codex":0.00010480012,"about_ca_topic_score_gemma":0.0022771973,"teacher_disagreement_score":0.029537207,"about_ca_system_score_codex":0.00045221898,"about_ca_system_score_gemma":0.0021396938,"threshold_uncertainty_score":0.716268},"labels":[],"label_agreement":null},{"id":"W3127906068","doi":"10.2196/26593","title":"Correction: ColistinDose, a Mobile App for Determining Intravenous Dosage Regimens of Colistimethate in Critically Ill Adult Patients: Clinician-Centered Design and Development Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Critically ill; Medicine; Intensive care medicine; Mobile apps; mHealth; Computer science; Nursing; World Wide Web; Psychological intervention","score_opus":0.0780443442155035,"score_gpt":0.3846617367366572,"score_spread":0.3066173925211537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127906068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9870459,0.00017520794,0.004543792,0.0010347387,0.00026059058,0.0067487205,0.00004392394,0.000043365828,0.000103754974],"genre_scores_gemma":[0.9646778,0.00009726432,0.005185679,0.029300902,0.0000569423,0.0005679597,0.000057973248,0.000035667497,0.000019772058],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99771374,0.00022816194,0.0008706347,0.00048605073,0.0002158567,0.00048553324],"domain_scores_gemma":[0.99371064,0.00055735075,0.00026451595,0.00011891304,0.0048411232,0.00050744327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004469982,0.00022733588,0.0006902679,0.00016559659,0.00015057008,0.000013167395,0.00005471415,0.00010462174,0.0000072460693],"category_scores_gemma":[0.0051487926,0.00022458337,0.00003318618,0.00022576636,0.00012995447,0.000051818493,0.000042787997,0.0003032982,0.0000016945457],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03314397,0.0069084284,0.38079226,0.011465235,0.00023445836,0.00016448638,0.10081128,0.000014628841,0.00009533776,0.00007307207,0.009129201,0.45716766],"study_design_scores_gemma":[0.03726479,0.0428707,0.82304007,0.0016207546,0.00032801536,0.000039260456,0.08615481,0.005436827,0.0002801008,0.000028117516,0.0022875974,0.000648952],"about_ca_topic_score_codex":0.00006784461,"about_ca_topic_score_gemma":0.000077197,"teacher_disagreement_score":0.4565187,"about_ca_system_score_codex":0.00012284637,"about_ca_system_score_gemma":0.0007087751,"threshold_uncertainty_score":0.9158244},"labels":[],"label_agreement":null},{"id":"W3127919375","doi":"10.2196/17573","title":"A Novel User Utility Score for Diabetes Management Using Tailored Mobile Coaching: Secondary Analysis of a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Samsung","keywords":"Randomized controlled trial; Coaching; Diabetes mellitus; Medicine; Computer science; Physical therapy; Diabetes management; Mobile apps; Type 2 diabetes; Psychology; Internal medicine; World Wide Web; Psychotherapist","score_opus":0.08713540731361667,"score_gpt":0.4487089312244214,"score_spread":0.3615735239108047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127919375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185019,0.0038424826,0.012617157,0.0016461279,0.0010015053,0.060183965,0.00066345866,0.00013672117,0.0014066951],"genre_scores_gemma":[0.8746228,0.0035069424,0.010028746,0.0063993707,0.0004701287,0.10342175,0.00079524016,0.000079204365,0.0006757798],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9904151,0.0020889286,0.004242286,0.0010468551,0.00052310136,0.0016837603],"domain_scores_gemma":[0.9899581,0.0046182456,0.0024599638,0.00093311875,0.0007580901,0.001272458],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008586542,0.0004629886,0.00495078,0.000783412,0.0017659153,0.000022416007,0.00022957759,0.0004329371,0.00033698048],"category_scores_gemma":[0.0006644743,0.00039114038,0.00090021355,0.0015267454,0.00024017663,0.00015587626,0.00015465608,0.00084083556,0.0000041234125],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92258227,0.0020282841,0.008170288,0.025215339,0.0025776385,0.0000021550247,0.002049186,0.00009425604,0.00009269612,0.026038274,0.0017815076,0.0093681],"study_design_scores_gemma":[0.94615746,0.00034646658,0.0063166413,0.00027672344,0.005628275,0.0000010116316,0.0014591636,0.024508454,0.0000060380075,0.00058450183,0.014395814,0.00031947938],"about_ca_topic_score_codex":0.0003537939,"about_ca_topic_score_gemma":0.00036552167,"teacher_disagreement_score":0.043879043,"about_ca_system_score_codex":0.00028984234,"about_ca_system_score_gemma":0.0040564975,"threshold_uncertainty_score":0.999854},"labels":[],"label_agreement":null},{"id":"W3128278267","doi":"10.2196/24570","title":"Digital Medicine Community Perspectives and Challenges: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Interoperability; Digital health; Computer science; World Wide Web; Digital library; Medicine; Data science; Health care; Political science","score_opus":0.2658431170560304,"score_gpt":0.4960030043536908,"score_spread":0.2301598872976604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128278267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93063617,0.030478984,0.00000562325,0.009556415,0.0005190141,0.0006600256,0.00015383949,0.00008306829,0.027906844],"genre_scores_gemma":[0.99612844,0.0013965886,0.000011902749,0.000563295,0.00011392641,0.00009081837,0.000068548405,0.00002678498,0.0015996805],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968599,0.0013709494,0.0005660297,0.00046497647,0.00020755618,0.0005305667],"domain_scores_gemma":[0.99787205,0.00063412695,0.00016983731,0.0005096109,0.00014500335,0.0006693811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001501913,0.00021001336,0.0004443489,0.000121924175,0.0005054993,0.000051163872,0.00012612331,0.00008970234,0.00013864978],"category_scores_gemma":[0.00021038557,0.0001919935,0.00003071235,0.00024127879,0.00026672924,0.00019350329,0.000150089,0.000580248,0.00004078617],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007607677,0.014002194,0.20611228,0.0035699357,0.00018350847,0.000111286834,0.20421946,4.7309275e-8,4.861723e-7,0.028639112,0.0049893158,0.53741163],"study_design_scores_gemma":[0.0015049253,0.003136903,0.85948795,0.00009724292,0.000016397635,0.00008607936,0.13275492,0.0000010790786,1.6695492e-7,0.00076580676,0.0020286324,0.0001198949],"about_ca_topic_score_codex":0.0023684022,"about_ca_topic_score_gemma":0.0047894064,"teacher_disagreement_score":0.6533757,"about_ca_system_score_codex":0.000109898196,"about_ca_system_score_gemma":0.00013423082,"threshold_uncertainty_score":0.7829268},"labels":[],"label_agreement":null},{"id":"W3128490058","doi":"10.2196/21977","title":"Effectiveness of a Mobile Health and Self-Management App for High-Risk Patients With Chronic Obstructive Pulmonary Disease in Daily Clinical Practice: Mixed Methods Evaluation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Mobile apps; Pulmonary disease; mHealth; Self-management; Disease; COPD; Physical therapy; Intensive care medicine; Gerontology; Computer science; Psychological intervention; Internal medicine; Nursing; World Wide Web; Artificial intelligence","score_opus":0.033665964781072935,"score_gpt":0.4588398981921087,"score_spread":0.42517393341103576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128490058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707056,0.011394721,0.0003399409,0.00022668715,0.00022967403,0.016856084,0.00016978043,0.00004027386,0.000037237893],"genre_scores_gemma":[0.98256344,0.0023260668,0.010372628,0.00010649205,0.00009597631,0.0040950538,0.00037570446,0.0000537777,0.000010877158],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906667,0.0054415623,0.0010614435,0.0011879829,0.0009231595,0.00071914395],"domain_scores_gemma":[0.9947111,0.0018733123,0.000662198,0.0006107721,0.00085556885,0.0012870771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0069609797,0.00032433774,0.0010403144,0.00028082702,0.00026859867,0.000021228603,0.00009209192,0.000102731334,0.000010433607],"category_scores_gemma":[0.00071469654,0.00028217613,0.00007721511,0.000659612,0.00018495323,0.00024034904,0.00016712185,0.0005222381,7.9059515e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010265377,0.008232272,0.58120435,0.022435715,0.00022282173,0.000048154285,0.0006137901,0.000030705956,8.467287e-7,0.00017731788,0.000015597561,0.37675303],"study_design_scores_gemma":[0.01755033,0.0061832415,0.9686574,0.0004999677,0.00076125574,0.000008611093,0.0030821667,0.0023970047,0.000002703386,0.00046809405,0.00019225884,0.00019701212],"about_ca_topic_score_codex":0.00040295185,"about_ca_topic_score_gemma":0.0000720875,"teacher_disagreement_score":0.387453,"about_ca_system_score_codex":0.0015251116,"about_ca_system_score_gemma":0.0054301578,"threshold_uncertainty_score":0.99996305},"labels":[],"label_agreement":null},{"id":"W3128755807","doi":"10.2196/24539","title":"Examining an Integrative Cognitive Model of Predicting Health App Use: Longitudinal Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Seoul National University; National Research Foundation","keywords":"Psychology; Socioeconomic status; Cognition; Observational study; Structural equation modeling; mHealth; Social psychology; Medicine; Environmental health; Psychological intervention; Population","score_opus":0.4338040396430008,"score_gpt":0.5312078790296074,"score_spread":0.09740383938660663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128755807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98360634,0.0010769587,0.0041929586,0.0021813638,0.00036399177,0.0070216623,0.0006508443,0.00023881116,0.0006670834],"genre_scores_gemma":[0.9797672,0.0016613854,0.004501621,0.0069344603,0.00041450877,0.0053921267,0.0006587955,0.00007453027,0.0005953848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9912158,0.0022477394,0.0027669438,0.0012866271,0.00075451937,0.0017283425],"domain_scores_gemma":[0.99193084,0.0020725953,0.0017924669,0.0007044437,0.0013420798,0.0021575477],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003425744,0.00048142197,0.0012592209,0.00030857927,0.0028668751,0.00002907944,0.00022379804,0.00032242047,0.0000915996],"category_scores_gemma":[0.0008081297,0.000455884,0.000068698195,0.0009469939,0.00018562497,0.00062358234,0.00020319216,0.0017744225,0.000015127434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050051935,0.0016089256,0.9299216,0.0041815387,0.000044128836,0.000005458545,0.02183517,0.00006316075,0.00002200246,0.009168693,0.0016269325,0.031021869],"study_design_scores_gemma":[0.0037117323,0.0019277663,0.9278597,0.0009803716,0.00009092556,0.000012528799,0.050081894,0.0135522345,0.0000054709344,0.00071756414,0.0007196866,0.00034010244],"about_ca_topic_score_codex":0.0022054666,"about_ca_topic_score_gemma":0.004334936,"teacher_disagreement_score":0.030681767,"about_ca_system_score_codex":0.00050672225,"about_ca_system_score_gemma":0.0131723825,"threshold_uncertainty_score":0.9997893},"labels":[],"label_agreement":null},{"id":"W3128966359","doi":"10.2196/21085","title":"Development of the Niggle App for Supporting Young People on Their Dynamic Journey to Well-being: Co-design and Qualitative Research Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; mHealth; Psychology; Psychological intervention; Thematic analysis; Applied psychology; Feeling; Participatory design; Qualitative research; Social psychology; Sociology; Psychotherapist; Engineering","score_opus":0.24621274690174189,"score_gpt":0.5799933581494385,"score_spread":0.33378061124769665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128966359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98693544,0.00016000043,0.00094353314,0.0049117645,0.000430166,0.0037288775,0.00005070546,0.000025797974,0.0028137204],"genre_scores_gemma":[0.9947362,0.000008219062,0.0019412957,0.00051704946,0.00003305885,0.0008687171,0.000018089431,0.00003309491,0.0018442909],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99575406,0.0014925926,0.0009951591,0.00053718645,0.00038636368,0.0008346102],"domain_scores_gemma":[0.9975213,0.0011031451,0.00031730728,0.00035356154,0.00022525761,0.00047942423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006019627,0.00017829974,0.0003845711,0.00019683776,0.0008770894,0.000049030332,0.00018355374,0.00007674634,0.000040094423],"category_scores_gemma":[0.00019837031,0.00013756077,0.00005373139,0.0004698894,0.000077119366,0.00006214896,0.00012209345,0.00038463154,0.000022876104],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015053183,0.0043605776,0.0071507697,0.0031028334,0.00011718294,0.0000064522837,0.895385,0.0000033646957,0.00007497443,0.015250183,0.0069582257,0.066085115],"study_design_scores_gemma":[0.0036216497,0.0074439207,0.37274826,0.0007500709,0.000029832927,0.0000499999,0.6021096,0.00014287351,0.0005695833,0.008293247,0.0038612408,0.00037972166],"about_ca_topic_score_codex":0.0001426325,"about_ca_topic_score_gemma":0.0014578542,"teacher_disagreement_score":0.3655975,"about_ca_system_score_codex":0.0002835689,"about_ca_system_score_gemma":0.00075854093,"threshold_uncertainty_score":0.6745951},"labels":[],"label_agreement":null},{"id":"W3129032403","doi":"10.2196/24457","title":"Malay Version of the mHealth App Usability Questionnaire (M-MAUQ): Translation, Adaptation, and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Computer science; Malay; Harmonization; Adaptation (eye); Applied psychology; World Wide Web; Medical education; Psychology; Medicine; Human–computer interaction; Nursing; Psychological intervention","score_opus":0.0873098315567656,"score_gpt":0.44049996830189786,"score_spread":0.3531901367451323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129032403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703905,0.0031068963,0.000869919,0.016713966,0.0007395432,0.007266105,0.00012329046,0.0001424445,0.00064731156],"genre_scores_gemma":[0.99122477,0.0026941833,0.00083384855,0.002525255,0.00025878104,0.0020662418,0.00010039625,0.00003958982,0.00025696206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99306417,0.002556831,0.0019648708,0.00086204405,0.0006165784,0.0009355387],"domain_scores_gemma":[0.9955842,0.00076862174,0.001023951,0.0008955918,0.0007478612,0.0009797693],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003141282,0.00031680652,0.0006526776,0.00015815423,0.0029830365,0.000016797016,0.00019826437,0.00033227424,0.000112460395],"category_scores_gemma":[0.00039625398,0.00026074192,0.000072609124,0.0009856183,0.00021957542,0.00024223258,0.00012193899,0.0009923662,0.000022681563],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046242905,0.001113411,0.841812,0.012090582,0.000023371624,0.0000015435343,0.016030304,0.000055355045,0.00003808884,0.008439419,0.0028647154,0.11706879],"study_design_scores_gemma":[0.0030541096,0.00037160513,0.969777,0.00036842606,0.00011798522,0.000010575977,0.0076472317,0.000903901,0.000017353688,0.0017695023,0.01575172,0.00021060994],"about_ca_topic_score_codex":0.0015151995,"about_ca_topic_score_gemma":0.0021110557,"teacher_disagreement_score":0.12796499,"about_ca_system_score_codex":0.00033144996,"about_ca_system_score_gemma":0.0044232877,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W3129149097","doi":"10.2196/19594","title":"Privacy Concerns About Health Information Disclosure in Mobile Health: Questionnaire Study Investigating the Moderation Effect of Social Support","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai International Studies University; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Moderation; mHealth; Psychology; Structural equation modeling; Information privacy; Path analysis (statistics); Internet privacy; Information sensitivity; Social psychology; Computer science; Psychological intervention; Computer security","score_opus":0.05754258802090902,"score_gpt":0.4074041183358832,"score_spread":0.3498615303149742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129149097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94135576,0.0008615694,0.00035318005,0.050808728,0.00021069247,0.006110095,0.000071862974,0.00011624696,0.00011183586],"genre_scores_gemma":[0.99436885,0.00065754965,0.00005564848,0.0039016558,0.0004099937,0.00049704424,0.00009556902,0.000010732501,0.0000029674234],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9953927,0.0022042354,0.00097534,0.0002912225,0.0005723454,0.000564157],"domain_scores_gemma":[0.9982895,0.00012706635,0.00081857137,0.0001958888,0.000085198655,0.00048374495],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044311485,0.00018123732,0.00047993436,0.000100323,0.0018464169,0.000107310894,0.00028460505,0.00011525103,0.000010087258],"category_scores_gemma":[0.00063628826,0.00014649816,0.000042825468,0.00058978423,0.00022323377,0.00090748706,0.00012239338,0.0005073315,0.0000051602797],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023318068,0.00019910274,0.105143,0.0034856587,0.000010901217,5.224153e-7,0.74663144,0.0000454145,0.0000021386525,0.00429879,0.0043383935,0.13561144],"study_design_scores_gemma":[0.007247041,0.018247737,0.8350434,0.0004720979,0.00005165866,0.0000040931636,0.10096846,0.0044845897,0.000019365043,0.0021513975,0.030595614,0.00071457156],"about_ca_topic_score_codex":0.01664676,"about_ca_topic_score_gemma":0.0062680454,"teacher_disagreement_score":0.72990036,"about_ca_system_score_codex":0.00037219713,"about_ca_system_score_gemma":0.0022328834,"threshold_uncertainty_score":0.99945307},"labels":[],"label_agreement":null},{"id":"W3129222183","doi":"10.2196/23250","title":"State of the Art in Adoption of Contact Tracing Apps and Recommendations Regarding Privacy Protection and Public Health: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nemzeti Kutatási, Fejlesztési és Innovaciós Alap; European Commission","keywords":"Internet privacy; Contact tracing; Public health; mHealth; Mobile apps; Privacy protection; Computer science; Medicine; World Wide Web; Nursing; Psychological intervention; Coronavirus disease 2019 (COVID-19)","score_opus":0.15926763418508777,"score_gpt":0.40534228721537857,"score_spread":0.2460746530302908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129222183","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013384635,0.9844423,0.004632099,0.0047650076,0.000120419565,0.005833503,0.000024428518,0.00003156669,0.000016837716],"genre_scores_gemma":[0.0053732744,0.993173,0.0004625787,0.00054675865,0.000014285068,0.0003772832,0.000020337533,0.000019720866,0.000012743189],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99490714,0.0015474895,0.0021828187,0.00059379434,0.00031619944,0.00045257076],"domain_scores_gemma":[0.995957,0.0005570049,0.0024019748,0.0006605102,0.00013147458,0.00029199978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031105708,0.0003158332,0.0025223529,0.00038466748,0.00021287259,0.00012873532,0.00030592358,0.00010254042,5.674397e-7],"category_scores_gemma":[0.0006111419,0.00023495988,0.00013948648,0.0011342221,0.000038330618,0.00061409414,0.00025917505,0.00057128194,4.947816e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.637936e-7,0.000028693652,0.000008522333,0.67218626,0.00001172663,5.4319815e-7,0.00040456347,9.557665e-8,8.4174445e-8,0.0006422175,0.00001749958,0.32669896],"study_design_scores_gemma":[0.0003159181,0.00021388003,0.00031684863,0.97835296,0.00013576927,0.00015104878,0.00007991507,0.00026625383,1.7639884e-7,0.0000873674,0.019836994,0.0002428937],"about_ca_topic_score_codex":0.00014332283,"about_ca_topic_score_gemma":0.00015017329,"teacher_disagreement_score":0.32645607,"about_ca_system_score_codex":0.00042713506,"about_ca_system_score_gemma":0.0020672476,"threshold_uncertainty_score":0.9581386},"labels":[],"label_agreement":null},{"id":"W3129341320","doi":"10.2196/18534","title":"Using a Clinical Workflow Analysis to Enhance eHealth Implementation Planning: Tutorial and Case Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"eHealth; Workflow; Computer science; mHealth; Process management; Knowledge management; Data science; Health care; Psychological intervention; Medicine; Nursing; Engineering; Database","score_opus":0.2876407653634799,"score_gpt":0.6494225993116508,"score_spread":0.36178183394817093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129341320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867809,0.0021958943,0.0015692974,0.0024870655,0.0022351658,0.004449019,0.00004879242,0.00012941907,0.00010447342],"genre_scores_gemma":[0.98836684,0.00055559014,0.0028198115,0.005017226,0.002479415,0.0004916877,0.00003409501,0.00005893641,0.0001764194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9876163,0.0052662957,0.0031506289,0.0013594594,0.00054476125,0.0020625363],"domain_scores_gemma":[0.99395806,0.0014566524,0.0010393526,0.000710898,0.00040530058,0.0024297307],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007937914,0.0003985194,0.0014996963,0.0005204975,0.002558202,0.000051040694,0.00012843483,0.0003766984,0.000107141685],"category_scores_gemma":[0.00029473807,0.0003930554,0.00011013859,0.0020427383,0.00005515944,0.00018158004,0.00020655025,0.0015771409,0.000020481826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038077348,0.00041007384,0.91876346,0.0020293386,0.00025012874,0.0006934751,0.026142502,0.000016002032,0.000007401288,0.0001296969,0.0017033019,0.04947386],"study_design_scores_gemma":[0.009623098,0.0059889276,0.7608299,0.0007768947,0.002265161,0.0010597375,0.18978311,0.00348339,0.000005785075,0.0002653741,0.02452776,0.001390813],"about_ca_topic_score_codex":0.0169582,"about_ca_topic_score_gemma":0.03061139,"teacher_disagreement_score":0.16364062,"about_ca_system_score_codex":0.00093523733,"about_ca_system_score_gemma":0.007042462,"threshold_uncertainty_score":0.9998521},"labels":[],"label_agreement":null},{"id":"W3129747896","doi":"10.2196/24465","title":"Predicting Emotional States Using Behavioral Markers Derived From Passively Sensed Data: Data-Driven Machine Learning Approach","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence; Machine learning; Psychology","score_opus":0.19893939025637725,"score_gpt":0.45276048024228616,"score_spread":0.2538210899859089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129747896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842657,0.0016469478,0.0018544215,0.0013410236,0.0010350613,0.0005836838,0.00857233,0.00016617702,0.0005346868],"genre_scores_gemma":[0.95987177,0.00007651043,0.011222801,0.0005873486,0.0003290854,0.000036278132,0.027443063,0.00006403926,0.0003691134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957778,0.0007418835,0.0009261343,0.0012854842,0.0003767852,0.0008919044],"domain_scores_gemma":[0.99736404,0.00023440721,0.0005118854,0.001074931,0.00010109608,0.0007136594],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064357236,0.00029880292,0.00046581207,0.00012543373,0.00066810835,0.0001268892,0.00045629812,0.00016849839,0.00027309483],"category_scores_gemma":[0.00006826383,0.00031844326,0.000052013147,0.00028661152,0.0001396416,0.00058126997,0.00075811363,0.00077460567,0.000030408948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002568035,0.009251878,0.7782278,0.005477437,0.00064320146,0.00071318547,0.011066172,0.00062501075,0.00025757297,0.0012169499,0.0132217845,0.17673098],"study_design_scores_gemma":[0.005212669,0.0010842846,0.70275044,0.0005968978,0.00039271763,0.000506088,0.0094299605,0.2733225,0.000014855113,0.0003615193,0.005499639,0.0008284549],"about_ca_topic_score_codex":0.006075855,"about_ca_topic_score_gemma":0.000726012,"teacher_disagreement_score":0.27269748,"about_ca_system_score_codex":0.00021529569,"about_ca_system_score_gemma":0.00054431916,"threshold_uncertainty_score":0.99992675},"labels":[],"label_agreement":null},{"id":"W3129923537","doi":"10.2196/21128","title":"Challenges of and Solutions for Developing Tailored Video Interventions That Integrate Multiple Digital Assets to Promote Engagement and Improve Health Outcomes: Tutorial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; RTI International","keywords":"Computer science; Multimedia; mHealth; Psychological intervention; Digital health; Interactive video; Mobile device; Health care; World Wide Web; Medicine; Nursing","score_opus":0.2620261012545847,"score_gpt":0.4774236283120931,"score_spread":0.21539752705750842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129923537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89488953,0.012344309,0.007448386,0.07382907,0.003732812,0.0057007037,0.0013917823,0.00016539349,0.00049800455],"genre_scores_gemma":[0.9932836,0.00042265182,0.0037376338,0.00082242856,0.000114944,0.0008894515,0.00012429612,0.000041622494,0.00056336727],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967355,0.00023920252,0.0011077853,0.0007603826,0.00019990624,0.00095720834],"domain_scores_gemma":[0.9979203,0.00037632283,0.00046622162,0.00033504557,0.00016976606,0.0007323615],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012816363,0.0002962141,0.0006755999,0.00023185028,0.00053609384,0.00010758436,0.000114206334,0.00012610095,0.000007063596],"category_scores_gemma":[0.00030465744,0.00028402376,0.00014600239,0.00018434502,0.00010952723,0.0003001395,0.00027528795,0.0002798201,0.0000051423917],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005242195,0.0018252664,0.007673015,0.015841907,0.00023984487,0.000007674615,0.010278301,4.5587976e-7,0.000026842368,0.1817719,0.0019936343,0.7798169],"study_design_scores_gemma":[0.019015193,0.017457608,0.8291903,0.007891558,0.00026341333,0.00022760514,0.02871664,0.00032464636,0.00023809022,0.026521893,0.0683627,0.0017903169],"about_ca_topic_score_codex":0.00017970675,"about_ca_topic_score_gemma":0.0013908636,"teacher_disagreement_score":0.82151735,"about_ca_system_score_codex":0.00025944877,"about_ca_system_score_gemma":0.00046223082,"threshold_uncertainty_score":0.9999612},"labels":[],"label_agreement":null},{"id":"W3130044308","doi":"10.2196/24322","title":"Health Apps for Combating COVID-19: Descriptive Review and Taxonomy","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Descriptive statistics; mHealth; World Wide Web; Internet privacy; Categorization; Computer science; Medicine; Psychological intervention; Nursing","score_opus":0.36938668144701603,"score_gpt":0.5650120096494262,"score_spread":0.1956253282024102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130044308","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010287124,0.91657686,0.0014698483,0.021911548,0.0006951929,0.056667488,0.0018377729,0.00032140035,0.0005188545],"genre_scores_gemma":[0.0000013511869,0.7836095,0.0036875568,0.079149604,0.00068796315,0.12973982,0.0021442883,0.00019661583,0.0007832586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98390925,0.0041223676,0.0056043435,0.0023601288,0.00046221007,0.0035417022],"domain_scores_gemma":[0.97987753,0.004665143,0.0050767623,0.0013615593,0.0004805864,0.008538415],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0077698966,0.0013174458,0.00806709,0.0005520222,0.006371638,0.00004737696,0.00048819007,0.0012012075,0.00020756898],"category_scores_gemma":[0.0017569269,0.0011760646,0.00045007697,0.0012038801,0.00029895405,0.0001742944,0.00039285555,0.0033620745,0.0000688703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011695518,0.000058193265,0.00002289389,0.42631423,0.00002801402,0.0000012434598,0.00025437828,2.0951576e-8,1.040886e-9,0.0070292507,0.115390435,0.45088965],"study_design_scores_gemma":[0.0013170176,0.00036313062,0.000023385343,0.06180145,0.0009802249,0.00008798902,0.0007448485,0.000008005345,1.3749155e-9,0.00024776938,0.9337802,0.00064598833],"about_ca_topic_score_codex":0.001402884,"about_ca_topic_score_gemma":0.000698263,"teacher_disagreement_score":0.8183898,"about_ca_system_score_codex":0.0028029801,"about_ca_system_score_gemma":0.048674677,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W3130144651","doi":"10.2196/23391","title":"Measuring Criterion Validity of Microinteraction Ecological Momentary Assessment (Micro-EMA): Exploratory Pilot Study With Physical Activity Measurement","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Smartwatch; Psychology; Physical activity; Ecological validity; Phone; Applied psychology; Physical medicine and rehabilitation; Physical therapy; Computer science; Wearable computer; Medicine; Cognition","score_opus":0.3023735796638261,"score_gpt":0.42871248913033877,"score_spread":0.12633890946651266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130144651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531287,0.000072324394,0.00021395717,0.0027279546,0.000142922,0.001308319,0.000020230187,0.00006200599,0.00013939287],"genre_scores_gemma":[0.9984908,0.00015871254,0.00037154785,0.0005215992,0.00027457366,0.00012818378,0.000016367641,0.00002475876,0.0000134574775],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9968937,0.00069436914,0.00039673698,0.0006367477,0.000839907,0.0005385518],"domain_scores_gemma":[0.99821234,0.00014443533,0.00031623212,0.00036111512,0.00034610397,0.00061977125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094290933,0.00027997044,0.0009389498,0.00010062319,0.00031452376,0.000023410026,0.000060524366,0.000052946525,0.000023035805],"category_scores_gemma":[0.00003708696,0.00022401327,0.000071537914,0.00026258943,0.00009644726,0.00027778867,0.000085698564,0.0007530557,0.0000038616827],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016716257,0.23595601,0.18988213,0.016137335,0.00042724516,0.0003297334,0.005393686,0.000010470988,0.50584006,0.00019794054,0.0008745337,0.028234612],"study_design_scores_gemma":[0.003716872,0.029942727,0.95374966,0.00032573557,0.0002312743,0.00006978522,0.0014719184,0.00015902662,0.009910939,0.00007416214,0.00013827097,0.00020965716],"about_ca_topic_score_codex":0.0002604408,"about_ca_topic_score_gemma":0.0002749514,"teacher_disagreement_score":0.7638675,"about_ca_system_score_codex":0.0009050311,"about_ca_system_score_gemma":0.0015259362,"threshold_uncertainty_score":0.9134996},"labels":[],"label_agreement":null},{"id":"W3130337437","doi":"10.2196/25891","title":"Usability and Acceptance of the Embodied Conversational Agent Anne by People with Dementia and their Caregivers: an exploratory study in home environment settings (Preprint)","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Usability; Embodied cognition; Exploratory research; Dementia; Internet privacy; Psychology; Qualitative research; Applied psychology; Human–computer interaction; Computer science; World Wide Web; Medicine; Sociology","score_opus":0.04289804792332689,"score_gpt":0.33963397546913465,"score_spread":0.29673592754580774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130337437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929007,0.0011470799,0.000024866413,0.003887063,0.00008173458,0.001687085,0.00016237212,0.000017692426,0.00009140269],"genre_scores_gemma":[0.9986971,0.000054982178,0.000038668728,0.00095737923,0.000016273203,0.00019678834,0.000015041183,0.000013157502,0.000010602739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817294,0.00035009644,0.00046518675,0.0005362217,0.00016900497,0.0003065535],"domain_scores_gemma":[0.99900687,0.000063668085,0.00025791372,0.0002664347,0.00001997971,0.00038513233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048148195,0.00016425858,0.0002871222,0.000036628197,0.00015103971,0.000018911755,0.00012092327,0.00004822592,0.0000783796],"category_scores_gemma":[0.000009305836,0.00012358109,0.000020725882,0.0001244018,0.00019594782,0.00018937529,0.00012355855,0.00019719116,0.0000027886422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054572267,0.0014376885,0.874667,0.0010581809,0.000045018533,0.0000017175039,0.11047658,0.0000037263794,0.000013017003,0.00038486908,0.00060303626,0.010763453],"study_design_scores_gemma":[0.0019880163,0.0021123905,0.94416845,0.000046323326,0.00001837741,0.0000035079554,0.05104299,0.000052032192,0.000015805666,0.00015294163,0.0002889989,0.0001101682],"about_ca_topic_score_codex":0.00034513298,"about_ca_topic_score_gemma":0.00080398686,"teacher_disagreement_score":0.06950146,"about_ca_system_score_codex":0.00010285665,"about_ca_system_score_gemma":0.00008182692,"threshold_uncertainty_score":0.5039491},"labels":[],"label_agreement":null},{"id":"W3130413516","doi":"10.2196/24214","title":"Supervised Exercise Therapy Using Mobile Health Technology in Patients With Peripheral Arterial Disease: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Psychological intervention; mHealth; System usability scale; Usability; Physical medicine and rehabilitation; Internal medicine; Nursing; Web usability","score_opus":0.028543997133368772,"score_gpt":0.3346141697503223,"score_spread":0.3060701726169536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130413516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97006184,0.0045965235,0.000034922683,0.0040731975,0.00036639255,0.020679459,0.000029124141,0.000123935,0.000034605615],"genre_scores_gemma":[0.98875254,0.0022349379,0.0005444945,0.003364682,0.00022607895,0.00455599,0.00016546757,0.000055863093,0.00009992955],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99600977,0.0006248474,0.0011878895,0.00073826406,0.0005280261,0.000911184],"domain_scores_gemma":[0.99784416,0.00007149297,0.0003690364,0.00051738037,0.00019084752,0.0010071069],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007501741,0.00041481145,0.002640109,0.0003495084,0.00025585206,0.000055235865,0.00009536133,0.00009458224,0.00021121406],"category_scores_gemma":[0.00006129017,0.00029800762,0.00017624618,0.000532203,0.00020838802,0.00013130765,0.000056198194,0.00031195267,0.000003044986],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9718359,0.0033832157,0.01388186,0.00077948824,0.00008340594,0.000047313933,0.0003088347,0.00001360682,0.0000098415685,0.000099753044,0.000079986756,0.009476764],"study_design_scores_gemma":[0.94710815,0.0043043164,0.04633261,0.0003744926,0.00016419572,0.0000036897832,0.00019872896,0.00091316545,0.0000012780905,0.000113438764,0.00024337696,0.00024253456],"about_ca_topic_score_codex":0.00009947153,"about_ca_topic_score_gemma":0.000022200902,"teacher_disagreement_score":0.03245075,"about_ca_system_score_codex":0.0004075145,"about_ca_system_score_gemma":0.0021836183,"threshold_uncertainty_score":0.9999472},"labels":[],"label_agreement":null},{"id":"W3131085532","doi":"10.2196/26702","title":"Going Remote—Demonstration and Evaluation of Remote Technology Delivery and Usability Assessment With Older Adults: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Usability; Pandemic; Intervention (counseling); Telemedicine; Telehealth; Medicine; Population; Coronavirus disease 2019 (COVID-19); Computer science; Health care; Nursing; Human–computer interaction; Environmental health","score_opus":0.057163434003453896,"score_gpt":0.414048259931601,"score_spread":0.3568848259281471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131085532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99357843,0.0012139906,0.00020911319,0.0031065354,0.000059591377,0.0015805169,0.000013187843,0.00009016231,0.00014846113],"genre_scores_gemma":[0.9949046,0.0010536088,0.0038953496,0.00007929858,0.000022122824,0.000014909211,0.000011424681,0.000009628567,0.00000905236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967971,0.0012492483,0.00044430446,0.00058576115,0.00054659275,0.00037701346],"domain_scores_gemma":[0.99831676,0.00023913222,0.00028912423,0.0002974282,0.00066682877,0.00019071497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005129031,0.00014515874,0.00034087495,0.00016866607,0.0005508469,0.00003104407,0.00008294265,0.00023466602,0.000007519526],"category_scores_gemma":[0.00046022056,0.00013608664,0.000011031997,0.0006570306,0.0005252556,0.00018141055,0.00007045639,0.00031361319,3.39618e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077971585,0.00018032889,0.6280924,0.0002444051,0.000013382762,0.0000025261586,0.0053894613,6.317282e-7,0.000008238214,0.00029391318,0.000011730674,0.365685],"study_design_scores_gemma":[0.0019431621,0.00048712615,0.9753529,0.00015171042,0.000063941334,0.000011072036,0.0196245,0.0015071395,0.00001543942,0.0006954406,0.000031260777,0.00011633479],"about_ca_topic_score_codex":0.006632741,"about_ca_topic_score_gemma":0.08194964,"teacher_disagreement_score":0.36556864,"about_ca_system_score_codex":0.0002008455,"about_ca_system_score_gemma":0.0018905307,"threshold_uncertainty_score":0.9999822},"labels":[],"label_agreement":null},{"id":"W3131109983","doi":"10.2196/20966","title":"Usability and Accuracy of a Smartwatch for the Assessment of Physical Activity in the Elderly Population: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Population; Intraclass correlation; Tinetti test; Physical medicine and rehabilitation; Observational study; Wearable computer; Gerontology; Gait; Computer science; Internal medicine; Environmental health","score_opus":0.26137520616649207,"score_gpt":0.5124270013356993,"score_spread":0.2510517951692072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131109983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97959715,0.00007649246,0.0000910725,0.01840366,0.000026870359,0.0017312143,0.000031714735,0.0000047671356,0.000037041493],"genre_scores_gemma":[0.99904776,0.0000786215,0.00018302014,0.0003966177,0.000121899975,0.00014668578,0.000015230541,0.000004800593,0.0000053776034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99867654,0.000291563,0.00029455533,0.00022934315,0.00030543143,0.00020259079],"domain_scores_gemma":[0.99684924,0.00246528,0.00020828786,0.00025955017,0.000114160466,0.000103455706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009857597,0.00009365287,0.00044682238,0.000024121942,0.00017192762,0.00000807306,0.00005313985,0.000038206177,0.0000026720345],"category_scores_gemma":[0.00019631804,0.0000549099,0.00005023207,0.00024744388,0.00008032898,0.00009673188,0.000029682042,0.00028702116,4.938676e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047225825,0.008698553,0.9071599,0.0035730386,0.000024896988,0.000001116451,0.0032872928,0.000005748593,0.00014102235,0.007212985,0.000063418614,0.069359764],"study_design_scores_gemma":[0.0014062079,0.0023417848,0.9910245,0.00004206151,0.000056797035,0.0000035192902,0.00096833665,0.0025740643,0.00001836986,0.0014153798,0.00011022908,0.00003878273],"about_ca_topic_score_codex":0.0012908203,"about_ca_topic_score_gemma":0.00074170664,"teacher_disagreement_score":0.083864555,"about_ca_system_score_codex":0.000056975874,"about_ca_system_score_gemma":0.00087654614,"threshold_uncertainty_score":0.22391607},"labels":[],"label_agreement":null},{"id":"W3131130066","doi":"10.2196/24646","title":"Voice Interface Technology Adoption by Patients With Heart Failure: Pilot Comparison Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Telehealth; Interface (matter); Medicine; mHealth; Telemedicine; Computer science; Medical emergency; Health care; Multimedia; Psychology; Nursing; Psychological intervention","score_opus":0.0527930561717636,"score_gpt":0.4424630430947367,"score_spread":0.3896699869229731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131130066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96219695,0.0020124596,0.00071574264,0.025248753,0.00044362916,0.008403323,0.00014764036,0.00043047633,0.00040101891],"genre_scores_gemma":[0.9842028,0.00038691232,0.0018011048,0.005734334,0.00019619547,0.006871029,0.00028080653,0.00007898321,0.0004478532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99397606,0.0009841247,0.0016171671,0.0011125025,0.00054300047,0.001767164],"domain_scores_gemma":[0.99572384,0.00039932033,0.0007639282,0.00091457943,0.000733488,0.0014648337],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009850529,0.0004351742,0.00093784113,0.00029799587,0.002402929,0.000024899071,0.00024071227,0.00037035486,0.0001657711],"category_scores_gemma":[0.0001288427,0.00038515404,0.000032918208,0.0012919805,0.00014926537,0.00018683572,0.00018440813,0.0019474223,0.00031252095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005578518,0.0028581514,0.89875,0.002071189,0.000016222459,0.0000011031422,0.00097059686,0.000002249197,0.000023843704,0.0008398962,0.08674965,0.007159215],"study_design_scores_gemma":[0.007072631,0.0041082064,0.5039688,0.00025096122,0.00007818444,0.000005498964,0.0086506605,0.000048831083,0.000013500538,0.0001385605,0.47527248,0.00039171957],"about_ca_topic_score_codex":0.000630599,"about_ca_topic_score_gemma":0.0028094987,"teacher_disagreement_score":0.39478126,"about_ca_system_score_codex":0.00047718323,"about_ca_system_score_gemma":0.0022398185,"threshold_uncertainty_score":0.99986005},"labels":[],"label_agreement":null},{"id":"W3131131857","doi":"10.2196/23280","title":"Staff Perceptions of Preimplementation Barriers and Facilitators to a Mobile Health Antiretroviral Therapy Adherence Counseling Intervention in South Africa: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"mHealth; Focus group; Medicine; Intervention (counseling); Nursing; Health care; Qualitative research; Family medicine; Medical education; Psychology; Psychological intervention","score_opus":0.10229336508420381,"score_gpt":0.5187286403010096,"score_spread":0.4164352752168058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131131857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802822,0.003452807,0.00066690496,0.00079047366,0.00023082396,0.013889671,0.0005515463,0.00007668127,0.000058930367],"genre_scores_gemma":[0.97172743,0.0025754014,0.0008642571,0.0011274653,0.00006696169,0.023350567,0.00012288554,0.000036632235,0.0001284169],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99167264,0.0033947832,0.0023080888,0.0008998098,0.0004689711,0.0012557168],"domain_scores_gemma":[0.99608713,0.0005796232,0.0008661136,0.0004594193,0.00040255842,0.0016051531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0043801195,0.00032459735,0.0008812245,0.00046575148,0.0012505051,0.000019139221,0.00013943065,0.00017079445,0.0002230046],"category_scores_gemma":[0.00021752474,0.0003260143,0.000065071,0.0010997438,0.00011670802,0.00020235103,0.000100189296,0.000782392,0.000015267113],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058832695,0.0006831533,0.11726666,0.0038563162,0.000019025636,0.0000017974991,0.78266126,0.000009378038,0.000036808153,0.0012602087,0.0006630415,0.092954025],"study_design_scores_gemma":[0.0042058006,0.0076588453,0.078842595,0.00035090832,0.000016759559,0.0000015609271,0.9039372,0.0000905507,0.0000024547046,0.000314013,0.0043499037,0.00022940192],"about_ca_topic_score_codex":0.0025278043,"about_ca_topic_score_gemma":0.0035140656,"teacher_disagreement_score":0.12127595,"about_ca_system_score_codex":0.0005022793,"about_ca_system_score_gemma":0.0031268762,"threshold_uncertainty_score":0.9999192},"labels":[],"label_agreement":null},{"id":"W3131486954","doi":"10.2196/25406","title":"Digital Health Integration Assessment and Maturity of the United States Biopharmaceutical Industry: Forces Driving the Next Generation of Connected Autoinjectable Devices","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; Biopharmaceutical; Maturity (psychological); mHealth; Value proposition; Product (mathematics); Health care; Business; Scale (ratio); Health technology; Risk analysis (engineering); Engineering; Marketing; Economics","score_opus":0.17376802110161693,"score_gpt":0.4423877441798741,"score_spread":0.26861972307825716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131486954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97300845,0.0014306151,0.00028524085,0.024503317,0.00008541371,0.00049625494,0.00002135823,0.000015683845,0.00015364205],"genre_scores_gemma":[0.9942534,0.0013920486,0.00030161554,0.003679157,0.000058494024,0.000023187094,0.00014829307,0.000006098876,0.00013773066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873275,0.00018686897,0.0004430754,0.00018356417,0.00025188652,0.0002018552],"domain_scores_gemma":[0.9988958,0.0001462539,0.0003491622,0.00019744119,0.00019983377,0.00021145586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000415797,0.00009733564,0.00025533137,0.000051299237,0.00022519729,0.00003824032,0.000059231592,0.00008530477,0.000049319242],"category_scores_gemma":[0.00008960652,0.000056928202,0.000022329774,0.00044507987,0.00014823185,0.000112242706,0.000040516312,0.00040918964,5.87655e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028416427,0.0010742702,0.67059433,0.009529894,0.00014165674,0.0000040715263,0.0065130587,0.000033296357,0.00661735,0.018563358,0.0134502845,0.27319425],"study_design_scores_gemma":[0.0012083924,0.00044046712,0.9401469,0.00072492147,0.00005907468,0.000053771564,0.0057604425,0.04541163,0.0014016092,0.0002252807,0.004470634,0.0000968795],"about_ca_topic_score_codex":0.00021668524,"about_ca_topic_score_gemma":0.00009218255,"teacher_disagreement_score":0.27309737,"about_ca_system_score_codex":0.000058121906,"about_ca_system_score_gemma":0.0012214627,"threshold_uncertainty_score":0.23214647},"labels":[],"label_agreement":null},{"id":"W3131794766","doi":"10.2196/23989","title":"Text Messaging Intervention for Young Smokers Experiencing Homelessness: Lessons Learned From a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Tobacco-Related Disease Research Program","keywords":"Smoking cessation; Randomized controlled trial; Intervention (counseling); Phone; Population; Medicine; Motivational interviewing; mHealth; Text messaging; Psychology; Family medicine; Psychological intervention; Nursing; Internet privacy; Environmental health","score_opus":0.12047638444661408,"score_gpt":0.4800394054030064,"score_spread":0.3595630209563923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131794766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737421,0.006535016,0.0023069165,0.004822084,0.00259081,0.00827685,0.00008018441,0.00019193233,0.0014540585],"genre_scores_gemma":[0.9830474,0.004027664,0.0003398718,0.0005258037,0.0011427818,0.009737243,0.00021016564,0.00007132294,0.0008977471],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9919516,0.0035287961,0.0020869998,0.0008056667,0.0004183334,0.0012086208],"domain_scores_gemma":[0.99380326,0.00370557,0.0011645303,0.00038927136,0.00035662221,0.0005807261],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045059705,0.0003905901,0.0038613745,0.00018331873,0.0022330617,0.000086971464,0.0001743398,0.00045260755,0.0003229507],"category_scores_gemma":[0.001221112,0.00032541782,0.00057925965,0.0003132893,0.00014660439,0.00024021091,0.000116551215,0.0007727632,0.0000150656415],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7794367,0.00041477347,0.0014968622,0.0023382388,0.00024150792,0.000011726452,0.17416415,0.0000018427799,0.000035351815,0.02037948,0.00013666457,0.021342697],"study_design_scores_gemma":[0.7652131,0.00013327216,0.0008951528,0.0005266911,0.00025964293,2.3719913e-7,0.2260998,0.00054663216,0.000013339928,0.0050620367,0.0009762404,0.0002739064],"about_ca_topic_score_codex":0.0044106254,"about_ca_topic_score_gemma":0.0070935716,"teacher_disagreement_score":0.051935647,"about_ca_system_score_codex":0.00032230723,"about_ca_system_score_gemma":0.0014298839,"threshold_uncertainty_score":0.9999198},"labels":[],"label_agreement":null},{"id":"W3131883848","doi":"10.2196/20738","title":"Factors Affecting the Quality of Person-Generated Wearable Device Data and Associated Challenges: Rapid Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Wearable computer; Wearable technology; Quality (philosophy); mHealth; Data quality; Computer science; Applied psychology; Psychology; Human–computer interaction; Medicine; Psychological intervention; Engineering; Nursing; Embedded system; Operations management","score_opus":0.5403878554698314,"score_gpt":0.5504532368830981,"score_spread":0.010065381413266739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131883848","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038201225,0.99044955,0.0000014775497,0.00079210993,0.00071633316,0.0056089107,0.0011916815,0.00006545488,0.000792454],"genre_scores_gemma":[0.0016577863,0.9959631,0.000010601617,0.00051062764,0.00007279317,0.00040957582,0.00094611733,0.00007544382,0.0003539565],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9879262,0.006878843,0.002869263,0.0010695697,0.00043516926,0.00082099624],"domain_scores_gemma":[0.9915192,0.0025732676,0.0035134326,0.0017244844,0.00016044713,0.0005091524],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008177624,0.00061397837,0.004975518,0.00015231717,0.0004175409,0.000061578794,0.00066971674,0.00040777645,0.00007916079],"category_scores_gemma":[0.001224344,0.00039486834,0.0003222923,0.00066672906,0.00012962177,0.00015324798,0.00027831752,0.0009234076,0.000020301404],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003302057,0.0002369223,0.0000071489258,0.8636855,0.00027683447,0.0000020567913,0.0007651203,1.9297661e-9,2.6287017e-9,0.0003365928,0.000979416,0.1337071],"study_design_scores_gemma":[0.00036813316,0.00042654952,0.00047940898,0.9612219,0.0025469318,0.000059448692,0.004421456,0.000003004051,3.145814e-8,0.00000874168,0.030036595,0.00042784406],"about_ca_topic_score_codex":0.000634226,"about_ca_topic_score_gemma":0.00040313503,"teacher_disagreement_score":0.13327926,"about_ca_system_score_codex":0.0002788248,"about_ca_system_score_gemma":0.0007235257,"threshold_uncertainty_score":0.99985033},"labels":[],"label_agreement":null},{"id":"W3132085317","doi":"10.2196/23912","title":"mHealth Strategies Related to HIV Postexposure Prophylaxis Knowledge and Access: Systematic Literature Review, Technology Prospecting of Patent Databases, and Systematic Search on App Stores","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"mHealth; Systematic review; CINAHL; Scopus; Medicine; Psychological intervention; MEDLINE; App store; Internet privacy; World Wide Web; Nursing; Computer science; Political science","score_opus":0.13629717329262953,"score_gpt":0.5060789948397608,"score_spread":0.3697818215471313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132085317","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071171235,0.93798864,0.000024262434,0.0023389691,0.0004797802,0.05721195,0.0007461871,0.00027655027,0.00022197382],"genre_scores_gemma":[0.0009404048,0.9659013,0.00038771835,0.0016878264,0.00016173595,0.02967154,0.00070991996,0.00018992578,0.00034959332],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9821176,0.005824443,0.0068172314,0.0022178148,0.0008035448,0.0022193713],"domain_scores_gemma":[0.9877418,0.002555437,0.0040625096,0.0020974737,0.0011487292,0.002393994],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0073868576,0.001311041,0.008525455,0.0018596868,0.0019651842,0.00010864117,0.0006950442,0.0013030096,0.000027545047],"category_scores_gemma":[0.0014262006,0.0009636149,0.00021897245,0.003940636,0.0002520556,0.00030967756,0.0008016284,0.004689698,0.00006135471],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031796586,0.00023434487,0.00036609924,0.9485131,0.000080312515,0.000016761029,0.0013751972,1.8798296e-7,1.0323243e-7,0.012899372,0.0026241106,0.033858642],"study_design_scores_gemma":[0.00071163336,0.0010730756,0.00014798084,0.9439702,0.0008863352,0.00025212878,0.0021582423,0.000015147851,7.644831e-8,0.0000703642,0.050147895,0.0005669065],"about_ca_topic_score_codex":0.00023330071,"about_ca_topic_score_gemma":0.00026902507,"teacher_disagreement_score":0.047523785,"about_ca_system_score_codex":0.0008798364,"about_ca_system_score_gemma":0.009106002,"threshold_uncertainty_score":0.9999935},"labels":[],"label_agreement":null},{"id":"W3132416454","doi":"10.2196/24080","title":"Effectiveness of Mobile Health–Based Exercise Interventions for Patients with Peripheral Artery Disease: Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Yonsei University; College of Nursing, Yonsei University; National Research Foundation","keywords":"mHealth; Psychological intervention; Medicine; Meta-analysis; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Systematic review; Preferred walking speed; Physical medicine and rehabilitation; MEDLINE; Internal medicine","score_opus":0.0866999464832718,"score_gpt":0.43017305182075366,"score_spread":0.3434731053374819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132416454","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046784688,0.9659738,0.0002820414,0.00018842639,0.000029286504,0.032080587,0.0013605261,0.000036196663,0.000002363576],"genre_scores_gemma":[0.0004993523,0.9708168,0.0003000002,0.0007492657,0.000014236425,0.024618564,0.002827488,0.00006617492,0.00010813931],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9948789,0.0012964966,0.0019837942,0.0008844477,0.00044017684,0.0005161824],"domain_scores_gemma":[0.9958746,0.00031156026,0.0015066172,0.00089093007,0.0002999952,0.0011162839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013853268,0.0006339371,0.012859341,0.00041046695,0.00018047998,0.00003519415,0.000121951096,0.000094856034,0.000093350194],"category_scores_gemma":[0.000059887174,0.00040307542,0.00270527,0.0008070407,0.00009219025,0.00007689141,0.00006264717,0.00021836691,0.0000010623196],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010810196,0.00070373947,0.00006493354,0.96763676,0.022533098,0.0000047887656,0.00001839086,0.0000011879791,4.0005954e-10,0.000017397637,0.00011185163,0.008799775],"study_design_scores_gemma":[0.0007262844,0.0010457211,0.00074896915,0.35327655,0.64086986,0.0000023131195,0.000011947052,0.000015046721,1.9871802e-9,0.0000019072038,0.0030822884,0.00021910478],"about_ca_topic_score_codex":0.000018994522,"about_ca_topic_score_gemma":0.000009702504,"teacher_disagreement_score":0.61833674,"about_ca_system_score_codex":0.000298531,"about_ca_system_score_gemma":0.0011687912,"threshold_uncertainty_score":0.9998421},"labels":[],"label_agreement":null},{"id":"W3132861199","doi":"10.2196/25345","title":"Challenges for Nontechnical Implementation of Digital Proximity Tracing During the COVID-19 Pandemic: Media Analysis of the SwissCovid App","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Stakeholder; Onboarding; Contact tracing; Intervention (counseling); Computer science; Psychology; Coronavirus disease 2019 (COVID-19); Medicine; Public relations; Nursing; Political science","score_opus":0.13618588778202745,"score_gpt":0.42099535112939324,"score_spread":0.2848094633473658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132861199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9316491,0.0014982346,0.04849336,0.016907891,0.00011739089,0.0010270783,0.00014945948,0.000093767456,0.0000637249],"genre_scores_gemma":[0.99817,0.00033970433,0.00039356604,0.0009513732,0.000039868177,0.0000784421,0.00001188625,0.000008464285,0.000006705116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997904,0.00013741893,0.00069635606,0.00047064404,0.00039607572,0.00039550467],"domain_scores_gemma":[0.9972092,0.0012793001,0.00047912775,0.0006257924,0.00014242658,0.00026416316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009869412,0.00015301553,0.00042476674,0.00016114286,0.00029563322,0.00007992419,0.00049098406,0.00007316042,0.0000020721366],"category_scores_gemma":[0.00041818048,0.00010328416,0.00019859865,0.00092684507,0.00008701563,0.00048945023,0.00025096038,0.00018991223,1.3197797e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034645587,0.0006311796,0.55922383,0.018685019,0.00067294436,0.000011091058,0.05465708,0.00062907307,0.001271477,0.051700704,0.00008774615,0.31208342],"study_design_scores_gemma":[0.0019037547,0.00024614198,0.983259,0.00010548204,0.00035717155,0.000046244386,0.0036867317,0.0048226593,0.0009924528,0.003440181,0.00083943165,0.0003006975],"about_ca_topic_score_codex":0.00015223307,"about_ca_topic_score_gemma":0.0042569824,"teacher_disagreement_score":0.42403525,"about_ca_system_score_codex":0.00022174446,"about_ca_system_score_gemma":0.0013332734,"threshold_uncertainty_score":0.42118058},"labels":[],"label_agreement":null},{"id":"W3133489225","doi":"10.2196/16518","title":"Smartphone Users’ Persuasion Knowledge in the Context of Consumer mHealth Apps: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Persuasion; Internet privacy; Credibility; Psychology; Computer science; Psychological intervention; Social psychology","score_opus":0.25698428390305866,"score_gpt":0.5358280118592877,"score_spread":0.2788437279562291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133489225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728583,0.0074880472,0.0000042721344,0.013632058,0.0018659845,0.0030234193,0.00001817277,0.000032802287,0.0010769557],"genre_scores_gemma":[0.99219054,0.0048813964,0.00009976585,0.0015319767,0.0004278784,0.0007859035,0.000017454895,0.00001710658,0.00004795233],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9907263,0.0065292805,0.0008832073,0.00045919025,0.0006230155,0.00077901245],"domain_scores_gemma":[0.99162954,0.006691795,0.0004408961,0.000327715,0.0004045926,0.0005054658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007524755,0.00018032598,0.00053408154,0.00018200617,0.00094822457,0.00003625074,0.00023929926,0.00017714038,0.000051882413],"category_scores_gemma":[0.0021766473,0.00015487285,0.000050871524,0.0013445546,0.00047737418,0.00015869831,0.00003897051,0.00053472375,0.000020831194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007944707,0.0011180368,0.04032161,0.0005809255,0.0000068306067,0.0000027301821,0.9244269,5.0494368e-8,0.0000015771005,0.005931456,0.0010549282,0.026475484],"study_design_scores_gemma":[0.0010130976,0.00031650427,0.16146842,0.000083611885,0.000023324255,0.0000010343513,0.82393765,0.0000038037351,0.000002445205,0.00032349146,0.012720458,0.00010614634],"about_ca_topic_score_codex":0.030251298,"about_ca_topic_score_gemma":0.06581823,"teacher_disagreement_score":0.121146806,"about_ca_system_score_codex":0.0004924801,"about_ca_system_score_gemma":0.0057401583,"threshold_uncertainty_score":0.99989635},"labels":[],"label_agreement":null},{"id":"W3133520998","doi":"10.2196/25381","title":"Embodied Conversational Agents for Patients With Dementia: Thematic Literature Analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministero della Salute","keywords":"Embodied cognition; Dementia; Thematic analysis; Psychology; Medicine; Computer science; Qualitative research; Disease; Sociology; Artificial intelligence","score_opus":0.09782958469608562,"score_gpt":0.4666392003904261,"score_spread":0.3688096156943405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133520998","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017360973,0.99091077,0.00018463438,0.00020894808,0.0008338969,0.0039413376,0.002655382,0.00005432881,0.0010371192],"genre_scores_gemma":[0.002494431,0.9714572,0.0008615156,0.0010238731,0.00025165995,0.0037026238,0.018017521,0.00013112604,0.0020600588],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960701,0.00038911423,0.001415553,0.0009212234,0.00038517642,0.00081886194],"domain_scores_gemma":[0.99700683,0.00036681318,0.0011754446,0.0005640435,0.0002483656,0.00063849584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043606572,0.00054093223,0.002135108,0.0006274268,0.00032873522,0.00012657816,0.0002263605,0.00038030918,0.00040372665],"category_scores_gemma":[0.000032293094,0.0004161258,0.0006311418,0.0012173385,0.00007553538,0.00013565028,0.00006509475,0.0004486654,0.000056079924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117555166,0.0020405094,0.000992529,0.15665755,0.004783738,0.000011909206,0.0008316394,1.43978e-7,6.8599564e-11,0.02266869,0.012213605,0.79968214],"study_design_scores_gemma":[0.0023608396,0.0014716705,0.004468484,0.018506952,0.0127818175,0.000020176665,0.00014034807,0.000007836614,3.060906e-9,0.00045775232,0.9591659,0.00061825546],"about_ca_topic_score_codex":0.000024808964,"about_ca_topic_score_gemma":0.000041168776,"teacher_disagreement_score":0.9469523,"about_ca_system_score_codex":0.0002873442,"about_ca_system_score_gemma":0.0005209031,"threshold_uncertainty_score":0.99982905},"labels":[],"label_agreement":null},{"id":"W3133957422","doi":"10.2196/26091","title":"Effectiveness of a Smartphone App to Promote Healthy Weight Gain, Diet, and Physical Activity During Pregnancy (HealthyMoms): Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Pregnancy; Psychological intervention; mHealth; Physical therapy; Weight gain; Body mass index; Prenatal care; Population; Internal medicine; Nursing; Environmental health; Body weight","score_opus":0.021789913257672558,"score_gpt":0.36509923770788955,"score_spread":0.343309324450217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133957422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97587514,0.0028471346,0.0001825176,0.0055736853,0.00017011384,0.014981301,0.000027010426,0.000050312876,0.0002927601],"genre_scores_gemma":[0.9921387,0.0037784737,0.00036427914,0.00031649528,0.00018392637,0.0028761313,0.000034753353,0.000030300447,0.0002769331],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958221,0.0014562255,0.0006245252,0.0006442042,0.00062930986,0.0008236742],"domain_scores_gemma":[0.9965979,0.0011876663,0.0002924341,0.00031769183,0.0002950041,0.0013093271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016630313,0.00028425292,0.002355098,0.00024168669,0.0002538123,0.00002420989,0.00005947178,0.00009261689,0.000012426132],"category_scores_gemma":[0.0007824711,0.00021948035,0.00020445677,0.0004060562,0.00014636079,0.00009246832,0.00011438473,0.00037708148,0.0000042311417],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9588227,0.0018052803,0.00026610098,0.027342757,0.00017433253,0.00004103022,0.0006958082,0.0000019353788,0.0008836172,0.00077070016,0.000058303223,0.009137432],"study_design_scores_gemma":[0.92911035,0.0052754185,0.06192493,0.0013968543,0.00021625971,0.000015485142,0.000068035246,0.0005311604,0.00077790517,0.00042679708,0.00008090296,0.00017593165],"about_ca_topic_score_codex":0.00013265653,"about_ca_topic_score_gemma":0.000018918392,"teacher_disagreement_score":0.06165883,"about_ca_system_score_codex":0.00017702465,"about_ca_system_score_gemma":0.0011209066,"threshold_uncertainty_score":0.89501494},"labels":[],"label_agreement":null},{"id":"W3134039428","doi":"10.2196/22960","title":"Effects of App-Based Transitional Care on the Self-Efficacy and Quality of Life of Patients With Spinal Cord Injury in China: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Spinal cord injury; Quality of life (healthcare); mHealth; Medicine; Randomized controlled trial; Physical therapy; China; Mental health; Coping (psychology); Telemedicine; Transitional care; Health care; Gerontology; Physical medicine and rehabilitation; Psychological intervention; Nursing; Spinal cord; Psychiatry","score_opus":0.03821660085631679,"score_gpt":0.4102973563932018,"score_spread":0.372080755536885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134039428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898492,0.0008747109,0.000018395389,0.0013689507,0.00005389413,0.0077120913,0.00004823126,0.000009910852,0.000064586355],"genre_scores_gemma":[0.99880326,0.00019632137,0.00015365827,0.0004462238,0.00004775236,0.00030045674,0.00003544604,0.000013002033,0.00000385979],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962274,0.0015077706,0.0010130852,0.00026588683,0.0007161772,0.00026972106],"domain_scores_gemma":[0.99706596,0.0015672096,0.00050169264,0.0002132901,0.00038107747,0.00027076097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017312744,0.00016824607,0.0018785335,0.00017951982,0.00006638099,0.000004201022,0.000055818782,0.00009155594,0.000015064683],"category_scores_gemma":[0.0010803329,0.000098251425,0.00012526428,0.0003251599,0.00024616902,0.000024502955,0.000014410028,0.00035736972,1.6855351e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98190135,0.0020017629,0.0053834924,0.008147356,0.00007295913,0.0000021635453,0.00026360538,6.4450995e-7,0.000074398886,0.00042178715,0.000013165863,0.0017173433],"study_design_scores_gemma":[0.58254176,0.018735996,0.3978612,0.00038222305,0.00010100291,2.7564346e-7,0.00008006979,0.0000260156,0.00020902278,0.000011097436,0.0000034637708,0.000047863192],"about_ca_topic_score_codex":0.00018208532,"about_ca_topic_score_gemma":0.000021807355,"teacher_disagreement_score":0.39935955,"about_ca_system_score_codex":0.0000618615,"about_ca_system_score_gemma":0.0021048088,"threshold_uncertainty_score":0.40065768},"labels":[],"label_agreement":null},{"id":"W3134211460","doi":"10.2196/28336","title":"Correction: A Self-Help App for Syrian Refugees With Posttraumatic Stress (Sanadak): Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Posttraumatic stress; Refugee; Syrian refugees; Clinical psychology; Psychology; Medicine; History; Surgery","score_opus":0.026520441660728776,"score_gpt":0.370058314191872,"score_spread":0.34353787253114326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134211460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94415116,0.008382318,0.001549113,0.0076668165,0.007339195,0.022857783,0.00012986759,0.00044641987,0.0074773445],"genre_scores_gemma":[0.97662663,0.00045632152,0.0016005283,0.004297406,0.0016398974,0.0087726265,0.00027452127,0.00008049376,0.0062515736],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99508965,0.0012887854,0.0014785373,0.00074891717,0.00037843388,0.0010156919],"domain_scores_gemma":[0.9954237,0.0020486196,0.0007683477,0.0004982803,0.0003409819,0.00092011533],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020155464,0.00039022526,0.0020735117,0.00019391434,0.000756392,0.00008325182,0.00012237587,0.00027923728,0.00034238803],"category_scores_gemma":[0.0002553185,0.0002895426,0.00024096278,0.00035732856,0.00011033784,0.00010727315,0.000012982614,0.00041870098,0.000019828343],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9544014,0.0009428017,0.00021598498,0.001712109,0.0002785111,0.000017907681,0.008573159,0.0000025227425,4.7260707e-7,0.0066918847,0.02303206,0.004131217],"study_design_scores_gemma":[0.9809851,0.0020803404,0.0015382284,0.00015870445,0.0004707654,0.00012101998,0.003073754,0.00054599566,0.0000042983074,0.0003540481,0.010359665,0.0003080625],"about_ca_topic_score_codex":0.00079202675,"about_ca_topic_score_gemma":0.004107071,"teacher_disagreement_score":0.03247549,"about_ca_system_score_codex":0.00013234754,"about_ca_system_score_gemma":0.0019180186,"threshold_uncertainty_score":0.99995565},"labels":[],"label_agreement":null},{"id":"W3134221822","doi":"10.2196/19511","title":"Mobile Phone Intervention Based on an HIV Risk Prediction Tool for HIV Prevention Among Men Who Have Sex With Men in China: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Men who have sex with men; Randomized controlled trial; mHealth; eHealth; Intervention (counseling); Human immunodeficiency virus (HIV); Family medicine; Health care; Internal medicine; Nursing","score_opus":0.01717812380190887,"score_gpt":0.36749000774598006,"score_spread":0.3503118839440712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134221822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9484648,0.00044345684,0.02173346,0.0012048556,0.000056115277,0.02196063,0.00024281134,0.00009351233,0.0058003487],"genre_scores_gemma":[0.9422726,0.00072519196,0.00049615273,0.00010082301,0.00040120888,0.012102439,0.0013403415,0.000049428356,0.042511832],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9951545,0.0019045024,0.0012617387,0.000600477,0.00049337547,0.00058543205],"domain_scores_gemma":[0.99804854,0.0003374302,0.0005236684,0.00036813438,0.0002042454,0.0005180038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045041344,0.00026495356,0.0014769689,0.00040789516,0.00028022865,0.000064270935,0.00006875328,0.00017360096,0.00020733732],"category_scores_gemma":[0.0006062424,0.00019546915,0.0003955805,0.0002456895,0.00011159913,0.00025308123,0.000019812313,0.0005214255,0.0000045349775],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9558539,0.0030798751,0.0066398107,0.0014247024,0.00015361469,0.000010655858,0.00086095335,0.00008456313,0.000015696705,0.00005618154,0.015638838,0.016181221],"study_design_scores_gemma":[0.65998554,0.0155814625,0.009880636,0.0006910473,0.00025881955,0.000004832282,0.000644175,0.3124638,0.000043319862,0.00010523092,0.00023273882,0.000108387765],"about_ca_topic_score_codex":0.0004197837,"about_ca_topic_score_gemma":0.00043485351,"teacher_disagreement_score":0.31237924,"about_ca_system_score_codex":0.0002902488,"about_ca_system_score_gemma":0.0006360031,"threshold_uncertainty_score":0.79710007},"labels":[],"label_agreement":null},{"id":"W3134230050","doi":"10.2196/24184","title":"Gender Differences in Satisfaction With a Text Messaging Program (Text4Hope) and Anticipated Receptivity to Technology-Based Health Support During the COVID-19 Pandemic: Cross-sectional Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"Alberta Children's Hospital Foundation; University of Alberta; Alberta Cancer Foundation; Royal Alexandra Hospital Foundation; Children's Hospital Foundation; Alberta Health Services","keywords":"Likert scale; Perceived Stress Scale; Pandemic; Medicine; Cross-sectional study; Anxiety; Psychology; Analysis of variance; Psychological resilience; Clinical psychology; Demography; Gerontology; Coronavirus disease 2019 (COVID-19); Social psychology; Stress (linguistics); Psychiatry; Disease","score_opus":0.22875289484857386,"score_gpt":0.5083496081789646,"score_spread":0.2795967133303907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134230050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99237126,0.00042765727,0.00009329881,0.003367292,0.00027215373,0.0029728294,0.0001713834,0.00023162056,0.000092497634],"genre_scores_gemma":[0.99594826,0.000045382454,0.00017497272,0.0023309477,0.000027751339,0.0011982489,0.00006457408,0.000032758904,0.0001770841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99564,0.0011281177,0.0009121802,0.0009738112,0.000351044,0.0009948802],"domain_scores_gemma":[0.9979692,0.00029864494,0.00036429,0.0004095797,0.000119427415,0.0008388368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002516377,0.000293379,0.00051464606,0.00043398706,0.000882213,0.00014374005,0.00013393527,0.00015832654,0.000102100574],"category_scores_gemma":[0.00012093607,0.00022848645,0.000034199693,0.0012843899,0.00024849572,0.00014616727,0.00010551234,0.0006724059,0.000012865866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006820618,0.0013541338,0.97380924,0.00095584564,0.000028958857,0.00002590941,0.0016247582,0.0000047373974,0.0000013056139,0.00014763052,0.00004711147,0.021318316],"study_design_scores_gemma":[0.0025300293,0.0024341666,0.99236095,0.000067416266,0.000007593485,0.00016153054,0.0019313787,0.000017035529,0.0000010066021,0.000091098955,0.00020460764,0.00019320774],"about_ca_topic_score_codex":0.007864195,"about_ca_topic_score_gemma":0.058748975,"teacher_disagreement_score":0.050884783,"about_ca_system_score_codex":0.0006480821,"about_ca_system_score_gemma":0.0013157927,"threshold_uncertainty_score":0.9987425},"labels":[],"label_agreement":null},{"id":"W3134285077","doi":"10.2196/23728","title":"Learning From Others Without Sacrificing Privacy: Simulation Comparing Centralized and Federated Machine Learning on Mobile Health Data","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Computer science; mHealth; Context (archaeology); Wearable technology; Information privacy; Wearable computer; Mobile device; Machine learning; Internet privacy; Artificial intelligence; Data science; Human–computer interaction; World Wide Web; Health care","score_opus":0.2654956090264523,"score_gpt":0.5214229209617016,"score_spread":0.2559273119352493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134285077","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005990123,0.9877746,0.00023123997,0.00023861915,0.0009635042,0.0035902706,0.00044659196,0.00030600833,0.00045906001],"genre_scores_gemma":[0.09948121,0.88918275,0.0002797829,0.0006002173,0.00029784883,0.00038910744,0.008688256,0.00022497431,0.00085582794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914617,0.0027290524,0.0022056946,0.0018442858,0.00040490917,0.0013543932],"domain_scores_gemma":[0.99509853,0.00091215136,0.0019162424,0.00087659486,0.000060482005,0.0011360033],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015512148,0.0007936948,0.0030602089,0.0003632831,0.001272055,0.00031843837,0.00038335143,0.0004157492,0.00016932946],"category_scores_gemma":[0.00014634183,0.0007613801,0.00016905337,0.00046682957,0.00010410952,0.00024716862,0.00037376865,0.0023851744,0.000077350625],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013315119,0.00037281006,0.0012270097,0.020797975,0.00014732181,0.00001308337,0.0015625885,0.00013236472,1.7603325e-8,0.00018427371,0.0003034243,0.97512597],"study_design_scores_gemma":[0.0018349554,0.0021390393,0.00058699754,0.027300237,0.00030029053,0.00004966434,0.00091598363,0.010851424,4.873264e-8,0.00002420689,0.9553162,0.0006809755],"about_ca_topic_score_codex":0.004620157,"about_ca_topic_score_gemma":0.00039738906,"teacher_disagreement_score":0.974445,"about_ca_system_score_codex":0.00065387273,"about_ca_system_score_gemma":0.00079707033,"threshold_uncertainty_score":0.9999164},"labels":[],"label_agreement":null},{"id":"W3134442478","doi":"10.2196/17581","title":"Using a Mobile Phone App to Analyze the Relationship Between Planned and Performed Physical Activity in University Students: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institute of Neurological Disorders and Stroke; School of Public Health, University of Michigan; Eunice Kennedy Shriver National Institute of Child Health and Human Development; University of Michigan","keywords":"Observational study; Protocol (science); Data collection; Mobile phone; mHealth; Phone; Psychology; Applied psychology; Physical activity; Test (biology); Set (abstract data type); Physical therapy; Medicine; Computer science; Multimedia; Psychological intervention; Statistics","score_opus":0.2777389871744937,"score_gpt":0.46795396633939174,"score_spread":0.19021497916489805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134442478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948604,0.0000383766,0.000042003107,0.0037771517,0.000024727588,0.0011661608,0.00003263829,0.000022638556,0.000035894893],"genre_scores_gemma":[0.9991309,0.000028517572,0.00010557745,0.00042155664,0.0001914908,0.000019037136,0.000019521725,0.00000926578,0.000074128395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840987,0.000330432,0.00018072285,0.00036790897,0.00035732563,0.0003537267],"domain_scores_gemma":[0.99841815,0.00075897743,0.00009324456,0.00019890236,0.000060942133,0.00046977328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005034381,0.00013413065,0.00045935257,0.00010285006,0.00048202713,0.000020724357,0.000065549495,0.00006177759,0.0000038478674],"category_scores_gemma":[0.00009589471,0.000110395034,0.00003143605,0.00069569354,0.00005776794,0.00016409929,0.00010256969,0.00055192434,0.000003127504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060255645,0.0022814372,0.9905398,0.00037076927,0.000017611868,0.0000136009285,0.003955449,0.000009721242,0.00003435765,0.00016899635,0.00003525215,0.0019704704],"study_design_scores_gemma":[0.002052215,0.00092639826,0.99301696,0.00006787298,0.00007693963,0.000005956272,0.0029736985,0.0005394939,0.000008505196,0.00013492434,0.000108698354,0.00008834422],"about_ca_topic_score_codex":0.0006598729,"about_ca_topic_score_gemma":0.0005829855,"teacher_disagreement_score":0.004270496,"about_ca_system_score_codex":0.00029565964,"about_ca_system_score_gemma":0.0007602357,"threshold_uncertainty_score":0.4501779},"labels":[],"label_agreement":null},{"id":"W3134737363","doi":"10.2196/24275","title":"Understanding On-Campus Interactions With a Semiautomated, Barcode-Based Platform to Augment COVID-19 Contact Tracing: App Development and Usage","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Amazon Web Services; Vanderbilt University","keywords":"Contact tracing; Barcode; Phone; Coronavirus disease 2019 (COVID-19); Psychological intervention; Mobile phone; Medical education; mHealth; Medicine; Internet privacy; Psychology; Computer science; Nursing; Telecommunications","score_opus":0.1675220054064212,"score_gpt":0.3793636056713856,"score_spread":0.2118416002649644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134737363","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28263044,0.00015170407,0.7011681,0.013412129,0.00021793312,0.0009370451,0.000018284303,0.00044773778,0.0010165959],"genre_scores_gemma":[0.96613765,0.000018790955,0.011978443,0.021593312,0.00003276868,0.00010862616,0.000016173923,0.000023299983,0.00009092764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972971,0.000086525564,0.0005171174,0.0008677159,0.00046889464,0.000762642],"domain_scores_gemma":[0.9968688,0.00073531043,0.00019428413,0.00042925062,0.00006524338,0.0017071016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049192685,0.00032682688,0.00039373772,0.00035827435,0.0008424587,0.00045200228,0.00022397695,0.00007780889,0.000010049056],"category_scores_gemma":[0.000097149605,0.00029607903,0.00003495769,0.0006362002,0.00003356508,0.00054503477,0.00013987553,0.00036741482,0.000010896553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006377852,0.0046739574,0.048297185,0.037818097,0.0005516851,0.004960288,0.15932232,0.0127735445,0.0017353029,0.41789034,0.010813338,0.29478607],"study_design_scores_gemma":[0.05374624,0.017910616,0.25649145,0.015294877,0.0003950436,0.0033029204,0.021807421,0.33518246,0.011102843,0.0107817445,0.26298088,0.0110035045],"about_ca_topic_score_codex":0.00012035393,"about_ca_topic_score_gemma":0.0012978469,"teacher_disagreement_score":0.6891897,"about_ca_system_score_codex":0.002279142,"about_ca_system_score_gemma":0.0047608204,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W3134849185","doi":"10.2196/25385","title":"Associations of Physical Activity Level and Variability With 6-Month Weight Change Among 26,935 Users of Connected Devices: Observational Real-Life Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Institut National Du Cancer; Agence Nationale de la Recherche","keywords":"Activity tracker; Weight change; Physical activity; Weight loss; Medicine; Observational study; Demography; Linear regression; Regression analysis; Activity monitor; Proxy (statistics); Statistics; Obesity; Physical therapy; Mathematics; Internal medicine","score_opus":0.2594534384306334,"score_gpt":0.4211254464400676,"score_spread":0.1616720080094342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134849185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949969,0.00004367015,0.000055296146,0.0030832128,0.00003320244,0.0012799696,0.00030944505,0.000042811596,0.00015551064],"genre_scores_gemma":[0.9988625,0.00012153126,0.00019977527,0.00043709608,0.00018859869,0.00008728005,0.00006775398,0.000021137479,0.000014316639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787056,0.00035962646,0.00042566226,0.0004651566,0.0004939166,0.00038507997],"domain_scores_gemma":[0.99729306,0.0008138843,0.00054956705,0.00030832508,0.00041734942,0.0006178156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006545472,0.00020012855,0.0010483532,0.00007350339,0.00022098533,0.000008845582,0.000050667593,0.00011224656,0.000008897517],"category_scores_gemma":[0.00025085494,0.00016429932,0.00005503145,0.00052058644,0.00022013792,0.0002712481,0.00005129122,0.0004079493,4.1298776e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062374223,0.0083186,0.97835803,0.0027545695,0.00010820777,0.0000043385744,0.004602713,9.808757e-7,0.00018078904,0.0033038221,0.000034091714,0.0017100977],"study_design_scores_gemma":[0.002493404,0.002271999,0.9928614,0.00014521231,0.0002045883,0.0000024532876,0.0005970829,0.00096620806,0.00010477546,0.00021768494,0.000015371039,0.000119806864],"about_ca_topic_score_codex":0.0050602267,"about_ca_topic_score_gemma":0.0037627444,"teacher_disagreement_score":0.014503366,"about_ca_system_score_codex":0.00015645953,"about_ca_system_score_gemma":0.0016706474,"threshold_uncertainty_score":0.7649583},"labels":[],"label_agreement":null},{"id":"W3134975215","doi":"10.2196/26159","title":"Participants’ Engagement and Satisfaction With a Smartphone App Intended to Support Healthy Weight Gain, Diet, and Physical Activity During Pregnancy: Qualitative Study Within the HealthyMoms Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; mHealth; Randomized controlled trial; Pregnancy; Psychology; Psychological intervention; Qualitative research; Medicine; Physical therapy; Nursing","score_opus":0.11949452920942194,"score_gpt":0.44755937317243505,"score_spread":0.3280648439630131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134975215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9759611,0.00039145947,0.000073405965,0.01833164,0.00010158472,0.0050136955,0.000026747466,0.00004852125,0.000051867864],"genre_scores_gemma":[0.9960338,0.0007210718,0.00025686904,0.0013610526,0.00014684985,0.0012183891,0.000022324584,0.00002682959,0.00021284226],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963007,0.001122144,0.00041327253,0.0006892634,0.000667668,0.00080696755],"domain_scores_gemma":[0.9977622,0.00035715464,0.00020078696,0.00031228806,0.00017183952,0.0011957162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013287637,0.00025981842,0.00057622266,0.0001337715,0.0006598948,0.00006324887,0.00004524828,0.000044833807,0.000011801599],"category_scores_gemma":[0.00019660448,0.00017463157,0.000030209716,0.00036754494,0.00014566728,0.0001406696,0.00014849716,0.0005612001,0.0000041210806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24097112,0.008898276,0.06507633,0.01901204,0.0007979566,0.00038565515,0.5531737,0.000013760735,0.0003448375,0.002675468,0.0016049081,0.10704591],"study_design_scores_gemma":[0.035146393,0.030145623,0.86707425,0.00032814537,0.00018712776,0.000026882351,0.06616766,0.00023321807,0.00007935744,0.00022316056,0.00014289713,0.00024526395],"about_ca_topic_score_codex":0.00070823217,"about_ca_topic_score_gemma":0.0019181076,"teacher_disagreement_score":0.80199796,"about_ca_system_score_codex":0.00021125065,"about_ca_system_score_gemma":0.0008693959,"threshold_uncertainty_score":0.7121269},"labels":[],"label_agreement":null},{"id":"W3134996486","doi":"10.2196/25717","title":"Perception of Purposeful and Recreational Smartphone Use in Physiotherapy: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Competence (human resources); Physical therapy; Recreation; Perception; Phone; Smartphone application; Medicine; Session (web analytics); Psychology; Applied psychology; Multimedia; Social psychology","score_opus":0.06201287412218751,"score_gpt":0.4539447328356394,"score_spread":0.3919318587134519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134996486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722692,0.002594191,0.00021980585,0.005315734,0.0005215375,0.018115778,0.000055373606,0.00006024867,0.0008481614],"genre_scores_gemma":[0.91834885,0.042732656,0.0025553496,0.006694432,0.00064280094,0.027123306,0.0002212382,0.000052769516,0.0016285942],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9926108,0.0030294994,0.0024959198,0.00062373764,0.00036877804,0.0008712639],"domain_scores_gemma":[0.9936895,0.003670657,0.0010582393,0.0004014825,0.00037568616,0.00080444454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038436523,0.00028280224,0.0021816583,0.0003095997,0.00067634555,0.00001519428,0.00007965036,0.00036812515,0.00034555857],"category_scores_gemma":[0.0008483436,0.00023559756,0.0001414753,0.0004757855,0.00021418322,0.0001892231,0.000053247484,0.00075530855,0.000015189964],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9328605,0.0006507856,0.016614895,0.0038088427,0.00003509137,0.0000027200163,0.002595976,0.0000018515876,0.00013863813,0.016307056,0.0014942926,0.025489384],"study_design_scores_gemma":[0.9087934,0.00026268896,0.080658264,0.0003532427,0.000066033834,0.0000051579837,0.001242557,0.0005152942,0.0000014504692,0.001836207,0.0060933004,0.0001723953],"about_ca_topic_score_codex":0.0015962509,"about_ca_topic_score_gemma":0.00090055674,"teacher_disagreement_score":0.064043365,"about_ca_system_score_codex":0.00021718489,"about_ca_system_score_gemma":0.0031722053,"threshold_uncertainty_score":0.96073896},"labels":[],"label_agreement":null},{"id":"W3135020273","doi":"10.2196/25316","title":"User-Centered Development of a Mobile App for Biopsychosocial Pain Assessment in Adults: Usability, Reliability, and Validity Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Centro de Investigação em Tecnologias e Serviços de Saúde","keywords":"Biopsychosocial model; Usability; Pain assessment; Physical therapy; Reliability (semiconductor); System usability scale; Medicine; Validity; Content validity; Psychology; Psychometrics; Pain management; Clinical psychology; Psychiatry; Web usability; Computer science","score_opus":0.059549399562177585,"score_gpt":0.41933530280969994,"score_spread":0.35978590324752235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135020273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99104106,0.00030303924,0.0019207678,0.001103363,0.000072778195,0.005346817,0.000026354655,0.00008480717,0.00010102302],"genre_scores_gemma":[0.9722354,0.00056463253,0.02533289,0.00045578656,0.000082765386,0.0012298636,0.00005260721,0.000017982613,0.000028084745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700296,0.000590781,0.0009905976,0.00063262397,0.0003417604,0.0004412751],"domain_scores_gemma":[0.998546,0.00037466068,0.0002544212,0.0003633043,0.00016605054,0.00029556337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005765903,0.00019186261,0.0006366944,0.00017167545,0.00012856175,0.000014232819,0.00008043155,0.00011154885,0.000010459349],"category_scores_gemma":[0.0003033911,0.00018629573,0.000047417878,0.00036335096,0.000071130504,0.0000640133,0.00013863624,0.00024908272,2.39201e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000490599,0.0035512492,0.9468719,0.008932571,0.000016550297,0.000006037152,0.0024835782,1.7509157e-7,0.00001680773,0.000039525807,0.00078536064,0.03680566],"study_design_scores_gemma":[0.0045464793,0.0020055284,0.98720026,0.00024619457,0.000050596136,0.0000022686913,0.0031112684,0.0001905575,0.000017233077,0.0003414366,0.0021441597,0.00014403737],"about_ca_topic_score_codex":0.00017555583,"about_ca_topic_score_gemma":0.0004635565,"teacher_disagreement_score":0.040328354,"about_ca_system_score_codex":0.00036783685,"about_ca_system_score_gemma":0.001073443,"threshold_uncertainty_score":0.75969195},"labels":[],"label_agreement":null},{"id":"W3135089164","doi":"10.2196/27383","title":"Results of a Culturally Tailored Smartphone-Delivered Physical Activity Intervention Among Midlife African American Women: Feasibility Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Arizona State University","keywords":"Gerontology; Intervention (counseling); Medicine; Social cognitive theory; mHealth; African american; Activity tracker; Health promotion; Physical activity; Promotion (chess); Randomized controlled trial; Physical therapy; Psychological intervention; Psychology; Public health; Developmental psychology; Nursing","score_opus":0.07427621432783979,"score_gpt":0.4024243022737286,"score_spread":0.3281480879458888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135089164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99320406,0.00005289082,0.00002703525,0.004573331,0.00015589272,0.001322713,0.00013201838,0.00008058631,0.00045150454],"genre_scores_gemma":[0.99836874,0.00018515285,0.00013385629,0.00041538352,0.00048353482,0.00011648356,0.00008998361,0.000021720985,0.00018513571],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99670243,0.0006026867,0.0006622762,0.00074006844,0.00052080915,0.0007717188],"domain_scores_gemma":[0.9970598,0.0002562327,0.00074491045,0.0005056754,0.00026904425,0.0011643097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006853557,0.00027854962,0.0013365286,0.000093650415,0.00021442433,0.000022279679,0.00009054173,0.00010850705,0.000015490474],"category_scores_gemma":[0.00037561017,0.00023568113,0.00024710508,0.0006815414,0.00044782885,0.00022521523,0.000089671994,0.00067663455,0.0000054656225],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.63701177,0.05766845,0.014246112,0.013781052,0.00032484866,0.00009174343,0.033295795,0.000004351575,0.0065458748,0.00060213095,0.002846257,0.23358162],"study_design_scores_gemma":[0.06451862,0.014828561,0.91352475,0.0002732585,0.00013188524,0.000017519813,0.003726408,0.0006677301,0.0010610026,0.00046103084,0.00047454066,0.0003147175],"about_ca_topic_score_codex":0.0025952605,"about_ca_topic_score_gemma":0.0005320903,"teacher_disagreement_score":0.89927864,"about_ca_system_score_codex":0.0005908516,"about_ca_system_score_gemma":0.00095694733,"threshold_uncertainty_score":0.9610797},"labels":[],"label_agreement":null},{"id":"W3135098426","doi":"10.2196/26320","title":"A Screening Method Using Anomaly Detection on a Smartphone for Patients With Carpal Tunnel Syndrome: Diagnostic Case-Control Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Precursory Research for Embryonic Science and Technology","keywords":"Carpal tunnel syndrome; Medicine; Median nerve; Carpal tunnel; Thumb; Nerve conduction; Nerve conduction study; Physical medicine and rehabilitation; Artificial intelligence; Physical therapy; Surgery; Computer science","score_opus":0.03920804013020284,"score_gpt":0.3633916678339324,"score_spread":0.32418362770372955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135098426","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832097,0.00020878545,0.013010765,0.00033675286,0.00025806561,0.002857792,0.00006002613,0.000048525617,0.000009579473],"genre_scores_gemma":[0.99301505,0.000013235109,0.005757011,0.00072180375,0.00014584113,0.00025475386,0.000025588664,0.00003534415,0.000031359465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793184,0.00040272367,0.00044335256,0.00049891835,0.00028203844,0.0004411399],"domain_scores_gemma":[0.99691,0.002000652,0.00019112014,0.00022544358,0.00023325936,0.00043957026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009245513,0.00020144288,0.00051774783,0.00018850906,0.0004697503,0.000020169102,0.000017456843,0.000101450045,0.000010953321],"category_scores_gemma":[0.0006158378,0.00015877325,0.00006807189,0.00036177173,0.000033323475,0.00009042977,0.0000109209395,0.000252153,8.024861e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033040948,0.0018964292,0.79622793,0.0016250983,0.00011299609,0.0008789636,0.0016530592,0.00007706855,0.000025415042,0.0000048122024,0.000010339741,0.1941838],"study_design_scores_gemma":[0.009269065,0.00938007,0.97502303,0.0002551761,0.00047311265,0.0015306912,0.0018387547,0.0020043382,0.000012072638,0.000007154487,0.000050472863,0.00015606478],"about_ca_topic_score_codex":0.0003276451,"about_ca_topic_score_gemma":0.00031496913,"teacher_disagreement_score":0.19402774,"about_ca_system_score_codex":0.0001290801,"about_ca_system_score_gemma":0.0003964736,"threshold_uncertainty_score":0.64745855},"labels":[],"label_agreement":null},{"id":"W3135107657","doi":"10.2196/26528","title":"User Engagement and Clinical Impact of the Manage My Pain App in Patients With Chronic Pain: A Real-World, Multi-site Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; Toronto Western Hospital; York University; University of Toronto; University Health Network","funders":"University Health Network","keywords":"Anxiety; Medicine; Chronic pain; Physical therapy; Mental health; Pain catastrophizing; Depression (economics); mHealth; Psychological intervention; Psychiatry","score_opus":0.041814319134738195,"score_gpt":0.4049013469137441,"score_spread":0.36308702777900587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135107657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99537414,0.0003448947,0.000061143364,0.0015169043,0.00010034806,0.0024962851,0.000010713107,0.00001647669,0.000079119316],"genre_scores_gemma":[0.997689,0.0006047182,0.0004451382,0.00080087164,0.00011679005,0.000054357617,0.00004494435,0.000017936578,0.00022623455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612886,0.0022053334,0.0006838686,0.00036294485,0.00027079735,0.0003482087],"domain_scores_gemma":[0.99840254,0.00059895293,0.00024486354,0.00035037793,0.00008359258,0.00031966768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004319714,0.000159332,0.0004742918,0.0001129889,0.000109822955,0.000009869568,0.000043475226,0.00009530932,0.00002400238],"category_scores_gemma":[0.00039563584,0.0000916448,0.000119240445,0.0003741553,0.00014143746,0.00004609654,0.00004905485,0.00043053756,9.0900375e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044385768,0.00093407795,0.95540696,0.0037675744,0.00003531691,0.000002316618,0.00062373857,0.000002299367,0.000003197858,0.000035661025,0.00025110232,0.034499194],"study_design_scores_gemma":[0.03691842,0.0044082766,0.9569148,0.0005681511,0.000040935003,2.697568e-7,0.00013033477,0.0005520444,3.3710873e-7,0.000010881392,0.00037392369,0.00008165239],"about_ca_topic_score_codex":0.0008559106,"about_ca_topic_score_gemma":0.0028398498,"teacher_disagreement_score":0.034417544,"about_ca_system_score_codex":0.0002482906,"about_ca_system_score_gemma":0.0007468176,"threshold_uncertainty_score":0.37371662},"labels":[],"label_agreement":null},{"id":"W3135292433","doi":"10.2196/21795","title":"Attitudes of General Practitioners Toward Prescription of Mobile Health Apps: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"mHealth; Focus group; Qualitative research; Health care; Medicine; Medical prescription; Empowerment; Nursing; Psychology; Internet privacy; Psychological intervention; Medical education; Family medicine; Applied psychology; Computer science","score_opus":0.15094911248481205,"score_gpt":0.549264299314779,"score_spread":0.398315186829967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135292433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728994,0.008134019,0.000674724,0.0037803815,0.0006744499,0.011869894,0.00040387706,0.00013337928,0.0014298889],"genre_scores_gemma":[0.9707691,0.009428193,0.0030009167,0.0029072785,0.00031663795,0.012629516,0.00027535085,0.00005298994,0.00061999814],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99054646,0.0036651124,0.0030419305,0.0008247395,0.00067491276,0.001246824],"domain_scores_gemma":[0.9937424,0.00086925214,0.0024200028,0.0007679876,0.0009257534,0.0012746186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004200566,0.00034107684,0.0013224987,0.00031936428,0.0010582255,0.00000820504,0.00020050051,0.0002724351,0.00024293724],"category_scores_gemma":[0.00023652257,0.00033151606,0.00010627278,0.00089339266,0.00020228534,0.00023456554,0.00014312526,0.000985183,0.000027110806],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019429479,0.013896858,0.14535084,0.09876052,0.0002593803,0.000012316567,0.505961,0.00007070248,0.0005244935,0.07394518,0.044352163,0.1149236],"study_design_scores_gemma":[0.009513477,0.008357357,0.42017308,0.0015045833,0.0001979896,0.000023469991,0.48540032,0.0001976208,0.00010356996,0.002134884,0.071643695,0.00074996275],"about_ca_topic_score_codex":0.0046605053,"about_ca_topic_score_gemma":0.0011357653,"teacher_disagreement_score":0.27482224,"about_ca_system_score_codex":0.00043550204,"about_ca_system_score_gemma":0.007781,"threshold_uncertainty_score":0.9999137},"labels":[],"label_agreement":null},{"id":"W3135592365","doi":"10.2196/22599","title":"Smartphone Usage Among Doctors in the Clinical Setting in Two Culturally Distinct Countries: Cross-sectional Comparative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Popularity; Medicine; Family medicine; mHealth; Demographics; Health care; Population; Medical emergency; Nursing; Psychology; Psychological intervention; Environmental health; Demography","score_opus":0.16724045646789798,"score_gpt":0.5706779216675725,"score_spread":0.4034374651996745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135592365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847131,0.0007183756,0.000029537354,0.003531632,0.0009201266,0.007517344,0.00011072374,0.00008625991,0.002372899],"genre_scores_gemma":[0.9829729,0.0008604503,0.00020127716,0.007616129,0.00084429584,0.0069294004,0.00018649035,0.000029290877,0.00035976895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9877129,0.0051584095,0.0035762284,0.0011202875,0.0006684713,0.0017637074],"domain_scores_gemma":[0.992716,0.0042489525,0.000977102,0.00069804303,0.00038864082,0.00097125914],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010452316,0.0003928141,0.00097146316,0.00021733563,0.002488811,0.00007460234,0.00036215008,0.0002941382,0.00021603261],"category_scores_gemma":[0.00049166055,0.00029585275,0.00008944602,0.0011947299,0.00033827778,0.0002641328,0.00016266695,0.0031403375,0.00010869692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028284613,0.0008074994,0.9793309,0.0009790759,0.0000075248577,0.000029530485,0.013930632,0.000009265889,3.4833795e-7,0.0013672247,0.0019073818,0.0013477498],"study_design_scores_gemma":[0.005305885,0.00025978428,0.9567342,0.0001528951,0.000014516215,0.0000118529915,0.015906952,0.00015134295,1.4691399e-7,0.00027557177,0.020971058,0.00021580666],"about_ca_topic_score_codex":0.004911093,"about_ca_topic_score_gemma":0.077047944,"teacher_disagreement_score":0.07213686,"about_ca_system_score_codex":0.00060423644,"about_ca_system_score_gemma":0.004322881,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W3136054243","doi":"10.2196/24530","title":"The Use of SMS Text Messaging to Improve the Hospital-to-Community Transition in Patients With Acute Coronary Syndrome (Txt2Prevent): Results From a Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; McMaster University; Vancouver Coastal Health; Impact; Population Health Research Institute; Centre for Advancing Health Outcomes; University of Waterloo; Canada Health Infoway; University of British Columbia, Okanagan Campus; Okanagan University College; Vancouver Coastal Health Research Institute; University of British Columbia; Providence Health Care; Simon Fraser University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Acute coronary syndrome; Blinding; Short Message Service; Quality of life (healthcare); Physical therapy; Psychosocial; Psychological intervention; Health care; Family medicine; Emergency medicine; Internal medicine; Nursing; Myocardial infarction; Psychiatry","score_opus":0.04369659625898003,"score_gpt":0.37618958877961917,"score_spread":0.33249299252063913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136054243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91923755,0.00026532478,0.00030388092,0.033175625,0.00067987305,0.04543482,0.00072939275,0.000060203096,0.00011334926],"genre_scores_gemma":[0.9571345,0.0011154352,0.0006363522,0.010248505,0.000105659106,0.030102529,0.00034080236,0.000053351636,0.00026287566],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98621386,0.007922939,0.003185764,0.00067545596,0.0006390491,0.0013629321],"domain_scores_gemma":[0.98378426,0.011785344,0.0013766806,0.0013525345,0.00053536723,0.0011658089],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0066162013,0.00041056596,0.0019874817,0.00019353809,0.0029997928,0.000040205497,0.00037969011,0.00022048688,0.000024051556],"category_scores_gemma":[0.001342789,0.00023564744,0.0001553176,0.0008331504,0.00019568183,0.00020985257,0.00016493288,0.0018336674,0.000020713665],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98154,0.0012014352,0.0013820165,0.00050418585,0.000107108346,0.000005638143,0.007996032,0.000022367603,0.0000036370518,0.0008762812,0.0014501134,0.004911166],"study_design_scores_gemma":[0.78360283,0.00310419,0.20782255,0.00054125243,0.00021736849,0.000002075467,0.0015576724,0.0001245291,0.0000010435042,0.00045280386,0.0023461774,0.00022748749],"about_ca_topic_score_codex":0.0069741365,"about_ca_topic_score_gemma":0.0031326762,"teacher_disagreement_score":0.20644052,"about_ca_system_score_codex":0.00036049326,"about_ca_system_score_gemma":0.003030872,"threshold_uncertainty_score":0.9996385},"labels":[],"label_agreement":null},{"id":"W3136176808","doi":"10.2196/23681","title":"The Effect of Sensor Placement and Number on Physical Activity Recognition and Energy Expenditure Estimation in Older Adults: Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Science Foundation; National Institutes of Health; National Cancer Institute; University of Florida; Division of Information and Intelligent Systems; National Institute on Aging","keywords":"Energy expenditure; Estimation; Physical activity; Computer science; Gerontology; Psychology; Physical medicine and rehabilitation; Medicine; Statistics; Mathematics; Engineering","score_opus":0.03400406620071172,"score_gpt":0.3503433090828565,"score_spread":0.31633924288214477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136176808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961257,0.00007143728,0.0024320646,0.00057658524,0.00011976638,0.00058742694,0.000010008929,0.000025652746,0.000051383788],"genre_scores_gemma":[0.9995053,0.000092212,0.00008648659,0.00006928569,0.000043517997,0.00016780903,0.000012686006,0.0000064694214,0.000016258173],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99803233,0.00088554516,0.0002202671,0.00040807296,0.0002521275,0.00020162872],"domain_scores_gemma":[0.998537,0.0008681664,0.00020844452,0.00020792597,0.000058126043,0.00012033406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006125012,0.00013880455,0.0002653049,0.000060133483,0.00018989728,0.00008205379,0.000053449905,0.000054525986,0.0000017805681],"category_scores_gemma":[0.000059192065,0.0001053351,0.000018620707,0.00018171719,0.000029426445,0.000288595,0.00006297242,0.00015547335,0.0000021965477],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039528887,0.00053378113,0.010684577,0.00053119817,0.0000128166275,0.0000061651713,0.0050431066,0.0000059078397,0.000046171004,0.00006620873,0.00005798049,0.9826168],"study_design_scores_gemma":[0.012001535,0.004589452,0.91011286,0.0009949213,0.00006401818,0.00014331212,0.0035762037,0.05966892,0.007692423,0.00044773586,0.00014818626,0.00056045846],"about_ca_topic_score_codex":0.00024651503,"about_ca_topic_score_gemma":0.00016573565,"teacher_disagreement_score":0.9820563,"about_ca_system_score_codex":0.000064599146,"about_ca_system_score_gemma":0.000072530594,"threshold_uncertainty_score":0.42954406},"labels":[],"label_agreement":null},{"id":"W3136201105","doi":"10.2196/21763","title":"Smartphone and Tablet Software Apps to Collect Data in Sport and Exercise Settings: Cross-sectional International Survey","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Likert scale; Coaching; Data collection; Applied psychology; Usability; Sprint; Medicine; Psychology; Computer science; Medical education; Physical therapy; Human–computer interaction; Statistics","score_opus":0.10143216173759931,"score_gpt":0.4738085384047345,"score_spread":0.3723763766671352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136201105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98044133,0.004552855,0.00018159587,0.0073483824,0.0010517833,0.003917275,0.0018535269,0.0001278074,0.0005254378],"genre_scores_gemma":[0.9262898,0.027309496,0.0070846207,0.024886653,0.00088319485,0.005259589,0.0052824444,0.00010961216,0.002894595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949512,0.0003092859,0.0015591173,0.0013960641,0.00045777127,0.0013265451],"domain_scores_gemma":[0.9956708,0.0007213415,0.00043017606,0.0008475469,0.0004351155,0.0018950003],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045556393,0.00032026417,0.0006961067,0.00035804557,0.0015954329,0.00007054006,0.0003209544,0.00038045365,0.00021623012],"category_scores_gemma":[0.00063396594,0.00033576143,0.000020664767,0.000882511,0.00012493836,0.00028862318,0.00069643545,0.0010936407,0.00004747576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046809416,0.00013742149,0.96563226,0.0025226562,0.000006538979,0.000009803355,0.00062728825,0.0000018999343,0.0000021710778,0.0003676627,0.01839279,0.011831397],"study_design_scores_gemma":[0.0018835712,0.00007208087,0.8709249,0.00027218403,0.000009497485,0.00003318666,0.00039925953,0.0001544766,7.7451716e-7,0.00017875101,0.12586394,0.00020737137],"about_ca_topic_score_codex":0.0046486114,"about_ca_topic_score_gemma":0.0107225245,"teacher_disagreement_score":0.10747116,"about_ca_system_score_codex":0.00032955757,"about_ca_system_score_gemma":0.004587122,"threshold_uncertainty_score":0.99990946},"labels":[],"label_agreement":null},{"id":"W3136313020","doi":"10.2196/22147","title":"A Smartphone App to Restore Optimal Weight (SPAROW) in Women With Recent Gestational Diabetes Mellitus: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Randomized controlled trial; Weight loss; Population; Physical therapy; Pregnancy; Diabetes mellitus; Type 2 diabetes; Obstetrics; Obesity; Internal medicine; Gestation; Endocrinology","score_opus":0.023547869376368238,"score_gpt":0.34183625886984337,"score_spread":0.31828838949347515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136313020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96042085,0.0038272878,0.00012244134,0.02751477,0.00014904609,0.0070652226,0.00002098127,0.000041179355,0.000838232],"genre_scores_gemma":[0.94751394,0.014947789,0.007982146,0.012425298,0.0005390512,0.012940968,0.00036464466,0.000063667605,0.0032225181],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99638253,0.00058048667,0.00078162,0.00051406934,0.00078217115,0.00095910596],"domain_scores_gemma":[0.99730146,0.00077265676,0.00017428746,0.0002385852,0.00033123884,0.0011817769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021400347,0.00023426564,0.0014296188,0.00034229193,0.00013073688,0.0000444422,0.00006608895,0.000078312485,0.00026191486],"category_scores_gemma":[0.0007071046,0.00016822894,0.000068797126,0.0005630422,0.000105143146,0.00007947128,0.00004759069,0.00032453984,0.000020630345],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97581655,0.0007467999,0.0008343906,0.001104775,0.00015474655,0.00006461008,0.001190892,0.000052696763,0.000020264155,0.0010854084,0.0036922642,0.015236587],"study_design_scores_gemma":[0.9451406,0.0021758513,0.03844771,0.0002284367,0.00008038302,0.000004434268,0.00047514748,0.00053117,0.000016560274,0.00027834036,0.012445318,0.00017602243],"about_ca_topic_score_codex":0.000036638932,"about_ca_topic_score_gemma":0.000058446585,"teacher_disagreement_score":0.03761332,"about_ca_system_score_codex":0.00040793561,"about_ca_system_score_gemma":0.0018578848,"threshold_uncertainty_score":0.6860177},"labels":[],"label_agreement":null},{"id":"W3136380842","doi":"10.2196/27406","title":"Comparing Smartphone Apps for Traditional Chinese Medicine and Modern Medicine in China: Systematic Search and Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Traditional Chinese medicine; Android (operating system); Telemedicine; Download; Medicine; Mobile apps; Traditional medicine; Health care; Internet privacy; World Wide Web; Alternative medicine; Computer science; Psychological intervention; Nursing","score_opus":0.29530576767039995,"score_gpt":0.48515175443777775,"score_spread":0.1898459867673778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136380842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92910796,0.024203086,0.002835439,0.03568274,0.00030605253,0.0071132476,0.00010977057,0.00007992965,0.00056176656],"genre_scores_gemma":[0.97576785,0.010358947,0.00058152096,0.005483318,0.00048596188,0.006619029,0.0004248194,0.00003716844,0.00024138534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943308,0.0009594925,0.002165463,0.0008746507,0.0004580984,0.0012114779],"domain_scores_gemma":[0.9944281,0.0025993716,0.00048352295,0.00046097313,0.00030453497,0.001723473],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003992958,0.00036403077,0.00196686,0.0006994567,0.0014655153,0.000011797982,0.0001198766,0.0002650441,0.000072960094],"category_scores_gemma":[0.00060626783,0.00027636852,0.000058146903,0.0012354131,0.00029302805,0.000115935785,0.000086934044,0.0008944483,0.0000035296353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077568745,0.0004427264,0.60710734,0.3126158,0.00021261087,0.000015308457,0.02529111,0.00004420875,0.00007369872,0.0433326,0.0027407752,0.0073481216],"study_design_scores_gemma":[0.00711855,0.00038512342,0.94687444,0.0041158916,0.00039229292,0.000035161025,0.0058720675,0.030859359,3.3872485e-7,0.0037667423,0.00034291812,0.00023710818],"about_ca_topic_score_codex":0.0034714362,"about_ca_topic_score_gemma":0.006559716,"teacher_disagreement_score":0.3397671,"about_ca_system_score_codex":0.00028476704,"about_ca_system_score_gemma":0.0010215781,"threshold_uncertainty_score":0.9999688},"labels":[],"label_agreement":null},{"id":"W3136528119","doi":"10.2196/19262","title":"Effects of Psychoeducational Interventions Using Mobile Apps and Mobile-Based Online Group Discussions on Anxiety and Self-Esteem in Women With Breast Cancer: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychoeducation; Randomized controlled trial; Psychological intervention; Breast cancer; Anxiety; Quality of life (healthcare); Medicine; Physical therapy; mHealth; Clinical psychology; Psychology; Psychiatry; Cancer; Nursing","score_opus":0.017716873361306403,"score_gpt":0.36953843174262324,"score_spread":0.35182155838131685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136528119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862728,0.006517291,0.000047048645,0.0014080651,0.00027045465,0.005336396,0.00010962969,0.000022571037,0.000015747175],"genre_scores_gemma":[0.9908247,0.004289412,0.0002302827,0.0007260164,0.00018184575,0.0036484608,0.000045570505,0.000020386015,0.000033301614],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979749,0.00047387587,0.00061893713,0.00038123323,0.0002312178,0.00031983902],"domain_scores_gemma":[0.9984962,0.0005098964,0.00028262983,0.00016150951,0.000107667234,0.00044212057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059077365,0.00020018457,0.001260887,0.00017868397,0.0001229506,0.000017080945,0.00002905616,0.00009207412,0.000030454858],"category_scores_gemma":[0.0000342625,0.00013079798,0.00010686599,0.0002982851,0.000118357486,0.000050275445,0.000017421069,0.00026394188,8.322848e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9613115,0.00485441,0.0056860927,0.008143463,0.00013660059,0.000006813224,0.0038494852,0.000023385452,0.000059513113,0.000105809326,0.000028854882,0.015794046],"study_design_scores_gemma":[0.9245934,0.002158773,0.06722766,0.0025348046,0.0003873034,0.00004946054,0.0019789606,0.0007091876,0.000007682955,0.000034126748,0.00015954084,0.00015908157],"about_ca_topic_score_codex":0.00066353317,"about_ca_topic_score_gemma":0.0011650606,"teacher_disagreement_score":0.06154157,"about_ca_system_score_codex":0.00021139717,"about_ca_system_score_gemma":0.0010263709,"threshold_uncertainty_score":0.5333787},"labels":[],"label_agreement":null},{"id":"W3136710025","doi":"10.2196/26519","title":"Remote Heart Rhythm Monitoring by Photoplethysmography-Based Smartphone Technology After Cardiac Surgery: Prospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Cardiac surgery; Atrial flutter; Cardiology; Sinus rhythm; Internal medicine; Prospective cohort study; Photoplethysmogram; Defibrillation; Atrioventricular block; Surgery","score_opus":0.10242003166634715,"score_gpt":0.3959300436392281,"score_spread":0.29351001197288096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136710025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97689664,0.0035160596,0.00003551764,0.017362986,0.00055964006,0.0013954153,0.000026296184,0.00015568639,0.000051737563],"genre_scores_gemma":[0.9963844,0.00040420654,0.0011089912,0.00089166313,0.00064687483,0.0000617112,0.000075513686,0.000029007584,0.00039764328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980279,0.00014279329,0.00048612806,0.00050225836,0.00038440854,0.00045650185],"domain_scores_gemma":[0.9988513,0.00020777302,0.00014513561,0.00030717693,0.00020679469,0.0002818488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053729216,0.00020911334,0.00068483327,0.0002923473,0.00023293724,0.00002846159,0.000028752867,0.00012902146,0.00003935171],"category_scores_gemma":[0.00010115831,0.00019859712,0.00015063536,0.0010288748,0.000061733735,0.000080519225,0.000041597643,0.00026675704,0.000009296232],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039980505,0.00006524537,0.99321926,0.00038904732,0.000054155615,0.000026987176,0.00014130255,4.0863938e-7,0.00009276376,0.000029002078,0.0016840453,0.0038979822],"study_design_scores_gemma":[0.0011213942,0.00025843538,0.98729926,0.00008702308,0.00010690837,0.000009028823,0.00050213287,0.000018209206,0.00050000474,0.000119728495,0.0098240925,0.00015375351],"about_ca_topic_score_codex":0.000101345504,"about_ca_topic_score_gemma":0.00001028273,"teacher_disagreement_score":0.019487727,"about_ca_system_score_codex":0.00012550988,"about_ca_system_score_gemma":0.0005299357,"threshold_uncertainty_score":0.8098556},"labels":[],"label_agreement":null},{"id":"W3136891869","doi":"10.2196/19163","title":"An Implementation Strategy to Expand Mobile Health Use in HIV Care Settings: Rapid Evaluation Study Using the Consolidated Framework for Implementation Research","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Virginia Department of Health","keywords":"mHealth; Implementation research; CLARITY; Nursing; Digital health; Health care; Qualitative research; Medical education; Medicine; Knowledge management; Psychological intervention; Computer science","score_opus":0.3611383013872479,"score_gpt":0.6566991408648629,"score_spread":0.295560839477615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136891869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384793,0.0019653207,0.0013440878,0.004059064,0.00039126124,0.052980423,0.00066824025,0.00009216449,0.000020138294],"genre_scores_gemma":[0.91220444,0.00086630095,0.004414975,0.007202666,0.0004884917,0.073148444,0.0015833469,0.00007749191,0.000013812385],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98534817,0.007629144,0.0023237003,0.0012885744,0.001015837,0.0023945717],"domain_scores_gemma":[0.99288046,0.0017026158,0.0008330098,0.0010487838,0.0020295118,0.0015055903],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011675986,0.00036067324,0.00069084275,0.00056433387,0.0050909785,0.00012725522,0.0002746178,0.00027848312,0.00029937827],"category_scores_gemma":[0.00023566991,0.00032708928,0.00005117574,0.0018076297,0.00007720977,0.00042536212,0.00012273231,0.0014114403,0.000015540933],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010352709,0.0011264388,0.17908348,0.006874106,0.00003513935,0.0000042618067,0.21309966,0.00021017555,0.00014487703,0.0081879245,0.010710455,0.5794882],"study_design_scores_gemma":[0.005624108,0.00402462,0.18344702,0.0003111154,0.00006290916,0.0000047089507,0.7883376,0.001125593,0.000024602688,0.00118949,0.015532376,0.0003158993],"about_ca_topic_score_codex":0.007889572,"about_ca_topic_score_gemma":0.03339564,"teacher_disagreement_score":0.5791723,"about_ca_system_score_codex":0.002239875,"about_ca_system_score_gemma":0.0144786015,"threshold_uncertainty_score":0.9999181},"labels":[],"label_agreement":null},{"id":"W3137117208","doi":"10.2196/26095","title":"Efficacy of Mobile Health in Patients With Low Back Pain: Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province","keywords":"mHealth; Randomized controlled trial; Medicine; Cochrane Library; Systematic review; Meta-analysis; Psychological intervention; MEDLINE; Physical therapy; Low back pain; Health care; Alternative medicine; Nursing; Internal medicine","score_opus":0.07156251871114101,"score_gpt":0.4305769269433861,"score_spread":0.3590144082322451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137117208","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000085313506,0.9325843,0.000020188025,0.00044024122,0.000023503419,0.06668985,0.00013235833,0.000008966876,0.000015306565],"genre_scores_gemma":[0.00031750745,0.9919602,0.00022937094,0.001111167,0.000015475674,0.0055684973,0.0006764394,0.000038851125,0.000082464074],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.963338,0.02507539,0.00987504,0.00066315045,0.0006309351,0.00041745414],"domain_scores_gemma":[0.97445655,0.014796914,0.009035463,0.0007550724,0.00043315522,0.0005228226],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.047242433,0.00063344865,0.09548185,0.0010396215,0.00005101338,0.000011008838,0.000091649104,0.00026238774,0.00014182566],"category_scores_gemma":[0.007958199,0.00029240106,0.005704687,0.001593993,0.00019367594,0.000037649446,0.000027439115,0.00040104098,9.499688e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004304513,0.00058226666,0.000010427542,0.9256927,0.06304676,2.949212e-7,0.00013641856,5.4439766e-7,1.6770749e-9,0.000034620665,0.0000566898,0.0061347825],"study_design_scores_gemma":[0.09715639,0.0012932385,0.000093307535,0.2424441,0.6585131,8.882232e-7,0.000036428297,0.000013886432,2.2802145e-9,0.0000018005072,0.00027178272,0.0001750342],"about_ca_topic_score_codex":0.00011203919,"about_ca_topic_score_gemma":0.000021358916,"teacher_disagreement_score":0.6832486,"about_ca_system_score_codex":0.00014426357,"about_ca_system_score_gemma":0.001590947,"threshold_uncertainty_score":0.9999528},"labels":[],"label_agreement":null},{"id":"W3137177795","doi":"10.2196/27232","title":"Analyzing the Essential Attributes of Nationally Issued COVID-19 Contact Tracing Apps: Open-Source Intelligence Approach and Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Coronavirus disease 2019 (COVID-19); Open source; Tracing; Computer science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Internet privacy; Medicine; Virology; Infectious disease (medical specialty); Outbreak","score_opus":0.1370647852584225,"score_gpt":0.39418362467998264,"score_spread":0.2571188394215601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137177795","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.118206985,0.0042514154,0.8629076,0.013556491,0.0000728187,0.00064424326,0.000033573877,0.00007361446,0.00025329835],"genre_scores_gemma":[0.9900031,0.00051847816,0.0048051965,0.004436572,0.00005016686,0.000045570312,0.00004087602,0.000012061652,0.000087945904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99692273,0.0003949271,0.00086632516,0.0008471718,0.0004441037,0.0005247618],"domain_scores_gemma":[0.9965929,0.001327703,0.0005152389,0.0006148561,0.0003060628,0.0006432478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019082947,0.00024716873,0.0006754821,0.00031421738,0.0006500325,0.0006277309,0.0008439748,0.00008873062,0.000010147851],"category_scores_gemma":[0.0005536014,0.00020143535,0.00012363761,0.0019198086,0.00011020162,0.00074747094,0.000639799,0.00031686967,0.000001077994],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007577481,0.0020849737,0.21349622,0.014594643,0.0022707826,0.00013639234,0.04960718,0.011538828,0.001511195,0.5002298,0.0008706985,0.20290156],"study_design_scores_gemma":[0.0052235606,0.0011798181,0.4082111,0.0007134265,0.0016257587,0.00035403582,0.014770271,0.5501593,0.002345321,0.006569863,0.0066784206,0.0021691432],"about_ca_topic_score_codex":0.0013777377,"about_ca_topic_score_gemma":0.00057530374,"teacher_disagreement_score":0.87179613,"about_ca_system_score_codex":0.00021020511,"about_ca_system_score_gemma":0.0016734165,"threshold_uncertainty_score":0.8214295},"labels":[],"label_agreement":null},{"id":"W3137509006","doi":"10.2196/26163","title":"A Smartphone App (TRIANGLE) to Change Cardiometabolic Risk Behaviors in Women Following Gestational Diabetes Mellitus: Intervention Mapping Approach","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Else Kröner-Fresenius-Stiftung","keywords":"mHealth; Gestational diabetes; Intervention mapping; Behavior change; Intervention (counseling); Psychological intervention; eHealth; Health promotion; Medicine; Gerontology; Psychology; Pregnancy; Applied psychology; Public health; Nursing; Health care; Social psychology; Gestation","score_opus":0.05500219323241144,"score_gpt":0.3647277923051882,"score_spread":0.30972559907277675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137509006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98895216,0.006489864,0.0003405206,0.0022798202,0.00015091892,0.001431685,0.00005965023,0.000046878864,0.0002484961],"genre_scores_gemma":[0.9901874,0.0020771618,0.0031125774,0.0020529854,0.00018233492,0.0017801936,0.000357466,0.000026738815,0.00022315193],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972569,0.00029622164,0.0005076408,0.000498124,0.0005478252,0.0008933181],"domain_scores_gemma":[0.99862367,0.00009402133,0.00011652781,0.00021996764,0.000112320246,0.00083352264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014835842,0.00018126878,0.00052820763,0.00071437337,0.0001552194,0.00004746282,0.00006630444,0.00007341707,0.00003595392],"category_scores_gemma":[0.00019725197,0.00018222076,0.00011849519,0.0010950656,0.000026774433,0.00015242532,0.000095268035,0.00031546137,0.000019206358],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029289842,0.0014638251,0.30981672,0.0077144126,0.00016642702,0.00009014406,0.012781783,0.000024093759,0.00017423289,0.00033718935,0.0012379672,0.6659003],"study_design_scores_gemma":[0.0027163154,0.00031250756,0.9852357,0.00022854607,0.00005405875,0.0000032043445,0.0034744067,0.0003155842,0.000015814343,0.00015921818,0.007335897,0.00014874148],"about_ca_topic_score_codex":0.00029721213,"about_ca_topic_score_gemma":0.000057748697,"teacher_disagreement_score":0.675419,"about_ca_system_score_codex":0.00040366882,"about_ca_system_score_gemma":0.00027132017,"threshold_uncertainty_score":0.74307466},"labels":[],"label_agreement":null},{"id":"W3137998846","doi":"10.2196/18763","title":"A Social Media–Promoted Educational Community of Joint Replacement Patients Using the WeChat App: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Social media; Joint (building); Internet privacy; Psychology; Computer science; Multimedia; World Wide Web; Medical education; Medicine; Engineering","score_opus":0.15527304298599098,"score_gpt":0.42098358182784634,"score_spread":0.26571053884185536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137998846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99444205,0.00018006346,0.000006696092,0.0040200367,0.00026404238,0.00095223583,0.000057110326,0.000019416693,0.000058358193],"genre_scores_gemma":[0.998633,0.000028429804,0.0001663885,0.0007849156,0.00011367252,0.000025758902,0.00016176162,0.000017596167,0.000068460395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716556,0.0012586913,0.0005804207,0.00020919369,0.00046900628,0.00031714674],"domain_scores_gemma":[0.99823815,0.0004988488,0.00029849063,0.00037552332,0.00034559084,0.00024341763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016144362,0.00014454551,0.00044342113,0.000074658994,0.000625582,0.000012172227,0.000064273,0.000061695944,0.000063543834],"category_scores_gemma":[0.00056932843,0.00010761842,0.00004898706,0.00031884215,0.00012084898,0.000035272205,0.00012383622,0.00046366206,0.0000031428806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046115217,0.0037719016,0.96726304,0.0007897993,0.000055392382,0.0000020307773,0.023416031,6.313719e-7,0.000025094663,0.000087152184,0.0011419236,0.0029858374],"study_design_scores_gemma":[0.002952757,0.0006144565,0.98948735,0.00005202707,0.00006239022,0.000015824678,0.0065470045,0.000044459834,0.000018311914,0.000063569314,0.000068272915,0.00007359055],"about_ca_topic_score_codex":0.0015667428,"about_ca_topic_score_gemma":0.0023340126,"teacher_disagreement_score":0.022224281,"about_ca_system_score_codex":0.00018004491,"about_ca_system_score_gemma":0.0011755044,"threshold_uncertainty_score":0.48115343},"labels":[],"label_agreement":null},{"id":"W3138081264","doi":"10.2196/26471","title":"Assessing the Quality of Mobile Health-Related Apps: Interrater Reliability Study of Two Guides","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inter-rater reliability; Mobile apps; Reliability (semiconductor); App store; Psychology; Quality (philosophy); Applied psychology; mHealth; Android (operating system); Computer science; Health care; Rating scale; World Wide Web; Psychiatry; Developmental psychology; Psychological intervention","score_opus":0.1838871689725804,"score_gpt":0.5702657232748822,"score_spread":0.38637855430230184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138081264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765086,0.0048879255,0.000194465,0.0056471354,0.00072815747,0.010318197,0.00008277372,0.00011791606,0.0015147892],"genre_scores_gemma":[0.9852429,0.0017497006,0.00069907465,0.0035410814,0.00017689996,0.008156859,0.00007417966,0.000050866107,0.00030844143],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9840613,0.0068035936,0.006013702,0.00096002885,0.00071795494,0.0014433899],"domain_scores_gemma":[0.9901854,0.0024371878,0.0035637992,0.0016862041,0.0010518141,0.0010755921],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011857251,0.0003821919,0.001655525,0.0001938662,0.002118597,0.00001986893,0.00039142714,0.00028648844,0.00027531377],"category_scores_gemma":[0.00065360847,0.00028494402,0.00013352974,0.001149843,0.000333361,0.00024134699,0.00030443657,0.0016044253,0.00002083144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006144157,0.0072459527,0.6350305,0.04406852,0.00012053048,0.0000057117695,0.06449903,0.000096141186,0.00022115714,0.017824532,0.01260176,0.21767175],"study_design_scores_gemma":[0.008787869,0.0026927332,0.82512367,0.0011156963,0.00011926137,0.000018282019,0.12540984,0.00039523834,0.000039117396,0.0043600714,0.031444293,0.00049389724],"about_ca_topic_score_codex":0.011444946,"about_ca_topic_score_gemma":0.0029496604,"teacher_disagreement_score":0.21717785,"about_ca_system_score_codex":0.0004069239,"about_ca_system_score_gemma":0.006526015,"threshold_uncertainty_score":0.99996024},"labels":[],"label_agreement":null},{"id":"W3138152696","doi":"10.2196/21087","title":"Feasibility and Preliminary Efficacy of a Community-Based Addiction Rehabilitation Electronic System in Substance Use Disorder: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Randomized controlled trial; mHealth; Addiction; Medicine; Community-based rehabilitation; Intervention (counseling); Community health; Public health; Psychological intervention; Physical therapy; Psychiatry; Nursing","score_opus":0.04928224081867359,"score_gpt":0.35379853085352897,"score_spread":0.30451629003485536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138152696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829568,0.007694204,0.000052606727,0.00089234166,0.000103521284,0.0082061635,0.0000058933706,0.00006440786,0.000024012974],"genre_scores_gemma":[0.99708784,0.001500582,0.00024969777,0.0002467025,0.00003336011,0.00072515063,0.00010906474,0.00001788972,0.000029690507],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99574465,0.0023398702,0.001022309,0.00027164788,0.00024247657,0.0003790322],"domain_scores_gemma":[0.99299204,0.005882927,0.0003907316,0.00039120554,0.00015098482,0.000192132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002583341,0.00020939956,0.0017443352,0.00018518385,0.00018281137,0.00001271374,0.00003531492,0.00009981969,0.0000057970774],"category_scores_gemma":[0.00083923107,0.00016168285,0.00015929571,0.00033724113,0.00016708576,0.00011268872,0.000009294413,0.0004096129,4.853902e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90854734,0.0018071763,0.08395938,0.0014950396,0.00005489363,0.0000043132723,0.0025382985,0.000004807485,0.000008735157,0.0005268443,0.000016838092,0.0010363479],"study_design_scores_gemma":[0.771035,0.00367601,0.22282596,0.00039729147,0.00031819518,0.0000068022923,0.0011780077,0.00040351102,0.0000069251105,0.00006171695,0.000012252874,0.00007829138],"about_ca_topic_score_codex":0.00029369188,"about_ca_topic_score_gemma":0.001434242,"teacher_disagreement_score":0.13886659,"about_ca_system_score_codex":0.00042427462,"about_ca_system_score_gemma":0.0007715532,"threshold_uncertainty_score":0.6593236},"labels":[],"label_agreement":null},{"id":"W3138207997","doi":"10.2196/26290","title":"Exploring Associations Between Children’s Obesogenic Behaviors and the Local Environment Using Big Data: Development and Evaluation of the Obesity Prevention Dashboard","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wageningen University and Research; Horizon 2020 Framework Programme; European Commission","keywords":"Dashboard; Childhood obesity; mHealth; Public health; Big data; Environmental health; Context (archaeology); Obesity; Psychological intervention; Focus group; Computer science; Medicine; Gerontology; Data science; Geography; Overweight; Business; Marketing; Data mining","score_opus":0.2742007213398269,"score_gpt":0.3943538285023655,"score_spread":0.12015310716253857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138207997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970041,0.00084122934,0.00009578143,0.0008983302,0.000080478145,0.0010100659,0.00004931008,0.000010060403,0.000010637224],"genre_scores_gemma":[0.99868757,0.0006060395,0.0002634981,0.000082439656,0.00017050943,0.000043754408,0.0001258885,0.000011593776,0.000008707106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979351,0.0004976672,0.0003757352,0.00035747667,0.00059631857,0.0002377005],"domain_scores_gemma":[0.99898934,0.00012349039,0.0002611996,0.00038135055,0.0000655034,0.00017913451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017333899,0.00012985239,0.0003498835,0.000035957382,0.0004482958,0.000017262464,0.000072078896,0.00006051267,0.0000037147097],"category_scores_gemma":[0.000058888025,0.00008984305,0.000034659974,0.00013567945,0.00017345793,0.00014814896,0.00031411627,0.00025674477,7.0426984e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020784932,0.00082696846,0.94960093,0.00023021901,0.000059939837,2.786653e-7,0.0008954921,0.000008265065,0.000030696185,0.000087957764,0.000011140781,0.048227347],"study_design_scores_gemma":[0.0017974029,0.000058263864,0.9958679,0.00008875104,0.0007591384,0.0000069677267,0.0002611218,0.00043856795,0.00039828662,0.00022397217,0.000026291524,0.00007334031],"about_ca_topic_score_codex":0.00022044455,"about_ca_topic_score_gemma":0.0001826675,"teacher_disagreement_score":0.048154004,"about_ca_system_score_codex":0.00031447838,"about_ca_system_score_gemma":0.00062830094,"threshold_uncertainty_score":0.36636934},"labels":[],"label_agreement":null},{"id":"W3138286689","doi":"10.2196/24743","title":"Barriers to Use of Remote Monitoring Technologies Used to Support Patients With COVID-19: Rapid Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal; University of Toronto; Royal Victoria Hospital; McGill University Health Centre; Université de Montréal; Royal Victoria Regional Health Centre","funders":"Canadian Institutes of Health Research; McGill University Health Centre; McGill University","keywords":"MEDLINE; Pandemic; Health care; Coronavirus disease 2019 (COVID-19); mHealth; Telehealth; Telemedicine; Medicine; Nursing; Psychological intervention; Biology; Disease; Infectious disease (medical specialty); Pathology","score_opus":0.2024388542876826,"score_gpt":0.486176918716682,"score_spread":0.2837380644289994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138286689","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001634844,0.9802734,0.00014457722,0.007725443,0.00027438073,0.009442809,0.00028735414,0.00020343812,0.000013727015],"genre_scores_gemma":[0.00014620656,0.9806831,0.006222926,0.011662273,0.00013110085,0.00036043525,0.00065370905,0.00008836287,0.000051902494],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951664,0.00026894087,0.0019541704,0.0008813696,0.00078832183,0.0009407718],"domain_scores_gemma":[0.99383664,0.0003299243,0.001016888,0.0009021873,0.0003364001,0.0035779565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00097107247,0.0005811248,0.0035362095,0.00075336243,0.0002362566,0.000018940507,0.00018165939,0.0002922571,0.00012472927],"category_scores_gemma":[0.002392018,0.00042799974,0.00016188013,0.0016419468,0.00007410483,0.000100744095,0.00013223654,0.00066320325,0.0000099308545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068878566,0.00003621413,0.004783642,0.25166044,0.000045343568,0.000021888329,0.00024953976,3.3231725e-8,2.5296849e-8,0.000007845931,0.013457455,0.7296687],"study_design_scores_gemma":[0.0011362416,0.0035399816,0.0015082385,0.0590691,0.0010643767,0.000052732747,0.00026520004,1.2683763e-7,7.1541086e-7,0.0000013484294,0.9330797,0.00028224374],"about_ca_topic_score_codex":0.00037003803,"about_ca_topic_score_gemma":0.00004756017,"teacher_disagreement_score":0.91962224,"about_ca_system_score_codex":0.0006785175,"about_ca_system_score_gemma":0.00831244,"threshold_uncertainty_score":0.9998172},"labels":[],"label_agreement":null},{"id":"W3138313270","doi":"10.2196/25138","title":"Mobile and Wearable Technology for the Monitoring of Diabetes-Related Parameters: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wearable computer; mHealth; Wearable technology; Computer science; Diabetes mellitus; Mobile technology; Medicine; Mobile device; Psychological intervention; Embedded system; World Wide Web; Nursing","score_opus":0.1161446804630798,"score_gpt":0.49223986504297634,"score_spread":0.37609518457989655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138313270","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000064626154,0.9493759,0.00003103884,0.0009998444,0.0006660178,0.04848105,0.00019913196,0.00013041106,0.000051981013],"genre_scores_gemma":[0.00003422334,0.8530899,0.0006173781,0.0008743442,0.0001468865,0.14471658,0.00006919226,0.00010276903,0.0003487036],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9908875,0.0015802305,0.004525981,0.000970635,0.0003316777,0.0017039715],"domain_scores_gemma":[0.9880595,0.0055030896,0.0036823312,0.0014655675,0.00041951347,0.0008699887],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00467111,0.0006706025,0.005900754,0.00041059736,0.0020268236,0.000015455276,0.0004863626,0.0011231609,0.000023593097],"category_scores_gemma":[0.000954909,0.0004437665,0.00033553503,0.001381792,0.00025500375,0.00007251175,0.00022053592,0.0020876552,0.000025457193],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027472213,0.000040485615,0.00008030857,0.74770164,0.000071750874,3.030807e-7,0.0001168057,6.409838e-8,1.7619808e-8,0.00071402703,0.0008941146,0.25037774],"study_design_scores_gemma":[0.00039328204,0.00025924406,0.000012673808,0.5998931,0.0025130645,0.0000115585035,0.0005116606,0.000013942637,5.5745776e-8,0.00014249896,0.39602152,0.00022741774],"about_ca_topic_score_codex":0.00006343705,"about_ca_topic_score_gemma":0.000009782784,"teacher_disagreement_score":0.39512742,"about_ca_system_score_codex":0.00034088202,"about_ca_system_score_gemma":0.0039687683,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W3138440227","doi":"10.2196/25313","title":"Measurement of Heart Rate Using the Polar OH1 and Fitbit Charge 3 Wearable Devices in Healthy Adults During Light, Moderate, Vigorous, and Sprint-Based Exercise: Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission; Interreg; Highlands and Islands Enterprise","keywords":"Sprint; Heart rate; Physical therapy; Treadmill; Medicine; Heart rate monitor; Physical medicine and rehabilitation; Blood pressure; Internal medicine","score_opus":0.0364757653327902,"score_gpt":0.29894533815899266,"score_spread":0.2624695728262025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138440227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854576,0.012802199,0.0000742034,0.0004121052,0.00015602374,0.0010268854,0.00000932732,0.00005208117,0.000009552033],"genre_scores_gemma":[0.99784726,0.001586168,0.0003016136,0.000081397,0.000076727934,0.00006515212,0.0000020495434,0.000037791073,0.0000018335224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980125,0.00023121011,0.0005435613,0.0003911904,0.00030806713,0.00051347644],"domain_scores_gemma":[0.9991926,0.00005546461,0.00011752329,0.00024087458,0.00012566698,0.000267894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010153452,0.00023352084,0.00043181944,0.00015467219,0.00031030094,0.00006690501,0.00006310932,0.000079121244,0.0000033778097],"category_scores_gemma":[0.000023404431,0.00021077637,0.000021896934,0.00032839912,0.00002645322,0.00021311085,0.000050250164,0.00029118932,8.291894e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022089013,0.0006588422,0.85326815,0.028564548,0.00007436591,0.000046944762,0.008151406,0.0047164615,0.09703815,0.000031506712,0.000024466506,0.0052162865],"study_design_scores_gemma":[0.0062691453,0.0007749661,0.90131027,0.0030740586,0.000082538325,0.000028794972,0.0030109743,0.0137243625,0.07103579,0.000033956043,0.00006710281,0.0005880587],"about_ca_topic_score_codex":0.0011902467,"about_ca_topic_score_gemma":0.0006520584,"teacher_disagreement_score":0.048042133,"about_ca_system_score_codex":0.00021197494,"about_ca_system_score_gemma":0.00028139513,"threshold_uncertainty_score":0.8595211},"labels":[],"label_agreement":null},{"id":"W3138867394","doi":"10.2196/26161","title":"Impact of Mobile Health Devices for the Detection of Atrial Fibrillation: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; mHealth; Palpitations; Emergency department; Medical emergency; Stroke (engine); Emergency medicine; Psychological intervention; Internal medicine; Nursing","score_opus":0.16998027958675563,"score_gpt":0.5048938465439792,"score_spread":0.3349135669572235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138867394","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025742735,0.98070663,0.00013329946,0.00029018734,0.00026798967,0.018453786,0.000088916946,0.000023163522,0.000010278583],"genre_scores_gemma":[0.00046921233,0.9977335,0.00008676115,0.00012012704,0.001105158,0.00015453511,0.0001957057,0.000037984573,0.00009706583],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959648,0.0004901486,0.0025254502,0.0003326862,0.00035734882,0.0003295256],"domain_scores_gemma":[0.9942185,0.0013989139,0.0033788835,0.00053048774,0.00023877893,0.00023437942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020119688,0.00033742283,0.0052031763,0.00020175871,0.0001812932,0.000013202991,0.00009667451,0.00017056864,0.000022409891],"category_scores_gemma":[0.0003575413,0.000187834,0.0017561021,0.0006356195,0.000048006103,0.00005247716,0.00004150039,0.0001792177,0.0000019586246],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031218755,0.0000028686807,0.000069712616,0.6817091,0.00027833335,1.2901309e-7,0.00003329726,0.0000013949515,1.16213e-8,0.000041264797,0.000116585914,0.3177161],"study_design_scores_gemma":[0.00090931094,0.002443693,0.0004633142,0.5899624,0.011052433,0.00005612611,0.00008300964,0.000056225184,5.3119173e-8,0.000005739566,0.39476475,0.00020290042],"about_ca_topic_score_codex":0.00012589649,"about_ca_topic_score_gemma":0.000019921556,"teacher_disagreement_score":0.3946482,"about_ca_system_score_codex":0.00025365877,"about_ca_system_score_gemma":0.0020803865,"threshold_uncertainty_score":0.7659648},"labels":[],"label_agreement":null},{"id":"W3138965520","doi":"10.2196/20890","title":"An mHealth App (Speech Banana) for Auditory Training: App Design and Development Study","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins University","keywords":"Usability; Computer science; mHealth; Population; Multimedia; Phone; World Wide Web; Human–computer interaction; Psychology; Medicine; Psychological intervention","score_opus":0.29294739204254133,"score_gpt":0.46827101910496916,"score_spread":0.17532362706242782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138965520","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00881751,0.97559303,0.002165621,0.00028414538,0.0012726602,0.011502006,0.000059748025,0.00026364226,0.00004165599],"genre_scores_gemma":[0.002575739,0.98251617,0.011154246,0.0006067454,0.00072615925,0.0020484328,0.0000656255,0.00013636284,0.00017050092],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99310946,0.0018813557,0.0014650072,0.0017972641,0.0005476992,0.0011991945],"domain_scores_gemma":[0.99562496,0.0016797574,0.0006909011,0.00058535096,0.00010071722,0.0013183367],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0036006214,0.0006616512,0.0022139284,0.0004002132,0.0013007164,0.0001669567,0.00030623458,0.0004340575,0.000009253058],"category_scores_gemma":[0.0003734387,0.0005496963,0.00012242266,0.00048100567,0.00016040557,0.000175514,0.00008033564,0.0007424279,0.000007964278],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027560056,0.00046275766,0.000011624918,0.03955378,0.000012300123,0.000012094242,0.0045817997,0.0000014100169,0.000002207886,0.00016003191,0.0005549812,0.95461947],"study_design_scores_gemma":[0.0011326236,0.0027688197,0.0016533685,0.0033310615,0.00021869772,0.00009091591,0.0015860863,0.00012245914,0.000001915952,0.000060792627,0.9882795,0.0007537348],"about_ca_topic_score_codex":0.00004705084,"about_ca_topic_score_gemma":0.000024279418,"teacher_disagreement_score":0.98772454,"about_ca_system_score_codex":0.00042529783,"about_ca_system_score_gemma":0.007260869,"threshold_uncertainty_score":0.99999946},"labels":[],"label_agreement":null},{"id":"W3139092791","doi":"10.2196/24142","title":"Twelve-Lead Electrocardiogram Acquisition With a Patchy-Type Wireless Device in Ambulance Transport: Simulation-Based Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Ministry of Science and ICT, South Korea","keywords":"Medicine; Randomized controlled trial; Lead (geology); Myocardial infarction; Confidence interval; Technician; Emergency medical services; Medical emergency; Emergency medicine; Cardiology; Internal medicine; Engineering","score_opus":0.018183504281920223,"score_gpt":0.34315769284187636,"score_spread":0.32497418855995613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139092791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867367,0.001931568,0.002096395,0.0029753468,0.00047652514,0.005462969,0.0000064953742,0.00007776734,0.00023620858],"genre_scores_gemma":[0.9954145,0.0008295644,0.00033575203,0.0021107704,0.00046516303,0.000491883,0.00028392952,0.000029728402,0.00003871607],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972761,0.00054532796,0.0008023084,0.000436175,0.00044977808,0.00049030187],"domain_scores_gemma":[0.99791396,0.00092763995,0.0002917089,0.00022719512,0.00031745867,0.00032201564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012036585,0.00024134088,0.0018200596,0.0002009952,0.00014768579,0.000022220383,0.00003214394,0.00017143293,0.000013371268],"category_scores_gemma":[0.00012422506,0.00017644031,0.0002569252,0.0006936831,0.000087769564,0.00007735625,0.0000038366124,0.000338083,0.0000034213397],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9817819,0.0003097424,0.012340323,0.00094792707,0.000094649164,0.00007693867,0.00046102615,0.0013686542,0.00005447273,0.000088280765,0.000022958939,0.0024531286],"study_design_scores_gemma":[0.93506193,0.00063440815,0.03765614,0.00033148733,0.0004693634,0.000005741845,0.00013905673,0.025200894,0.00002659298,0.000055182787,0.00023285585,0.00018631513],"about_ca_topic_score_codex":0.00013983979,"about_ca_topic_score_gemma":0.00024792188,"teacher_disagreement_score":0.04671994,"about_ca_system_score_codex":0.00013471565,"about_ca_system_score_gemma":0.0016823281,"threshold_uncertainty_score":0.7195027},"labels":[],"label_agreement":null},{"id":"W3139198151","doi":"10.2196/22591","title":"Acute Exacerbation of a Chronic Obstructive Pulmonary Disease Prediction System Using Wearable Device Data, Machine Learning, and Deep Learning: Development and Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan","keywords":"Medicine; COPD; Wearable computer; Machine learning; Cohort; Wearable technology; Exacerbation; Emergency medicine; Artificial intelligence; Physical therapy; Internal medicine; Computer science","score_opus":0.04120957353729882,"score_gpt":0.3578158096254859,"score_spread":0.3166062360881871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139198151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651546,0.032191604,0.00014292283,0.00014715083,0.000087762186,0.0019677242,0.000087302564,0.0000751378,0.00014582739],"genre_scores_gemma":[0.99496615,0.0033448816,0.0005102956,0.00002276954,0.00014121385,0.00009901288,0.00057144655,0.000045115787,0.00029909812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967169,0.0004909768,0.0006264841,0.00097409874,0.00064167834,0.0005498184],"domain_scores_gemma":[0.9979296,0.00010008886,0.00031983285,0.0003985215,0.00026017474,0.0009918192],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000811404,0.0002785653,0.0006001053,0.00020443462,0.00062962144,0.000038549842,0.00008104416,0.0000988982,0.000029825529],"category_scores_gemma":[0.00009857122,0.00027328284,0.000026285878,0.00036029186,0.00015610062,0.00028208166,0.00033793692,0.00061168894,0.0000017344464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008108596,0.00046318717,0.94141495,0.011085993,0.00017893227,0.0002408852,0.00081357494,0.000036691396,0.000122016885,0.000029969095,0.000003702121,0.044799242],"study_design_scores_gemma":[0.0017917607,0.00032299658,0.88533187,0.00042853912,0.0005450296,0.0003208919,0.003217593,0.107193574,0.00001713598,0.0000064519704,0.00066619774,0.00015799273],"about_ca_topic_score_codex":0.00032670656,"about_ca_topic_score_gemma":0.00010234575,"teacher_disagreement_score":0.10715688,"about_ca_system_score_codex":0.0009944176,"about_ca_system_score_gemma":0.0022858353,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W3139478811","doi":"10.2196/24755","title":"Intention to Adopt mHealth Apps Among Informal Caregivers: Cross-Sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Nonprobability sampling; Affect (linguistics); Psychology; Internet privacy; Mobile apps; Family caregivers; Payment; Applied psychology; Nursing; Medicine; Psychological intervention; Computer science; World Wide Web","score_opus":0.08668729216998193,"score_gpt":0.47349015463860433,"score_spread":0.3868028624686224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139478811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97751844,0.0007054298,0.00066414376,0.0029704538,0.0022027276,0.009526174,0.00020037428,0.0004310811,0.0057811504],"genre_scores_gemma":[0.97217923,0.0013648577,0.0007640171,0.010950124,0.0009878031,0.010004713,0.00036901477,0.00008744744,0.0032927955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99093574,0.0011501942,0.0028530236,0.0014194534,0.00095883553,0.0026827448],"domain_scores_gemma":[0.9919287,0.0005733708,0.00096228445,0.0010884675,0.0012532682,0.0041938946],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034169029,0.0005462029,0.0009220421,0.00054883375,0.004706667,0.00008935407,0.00037317278,0.00060156523,0.000652451],"category_scores_gemma":[0.00043276275,0.00055409357,0.00013633922,0.0014575918,0.0001753728,0.0005185616,0.0003924436,0.0022116927,0.00067485706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048074528,0.00057707477,0.96097505,0.0035005333,0.000021064357,0.000014283736,0.0055423724,0.000010628837,0.0000037044178,0.0034070204,0.006696574,0.018770965],"study_design_scores_gemma":[0.0031647787,0.0007526326,0.90491784,0.00016307161,0.00004015616,0.000021937665,0.009672058,0.00010541025,0.0000018302495,0.00015700061,0.08066251,0.0003407915],"about_ca_topic_score_codex":0.0048108133,"about_ca_topic_score_gemma":0.007823522,"teacher_disagreement_score":0.07396594,"about_ca_system_score_codex":0.0009739197,"about_ca_system_score_gemma":0.006191961,"threshold_uncertainty_score":0.99969107},"labels":[],"label_agreement":null},{"id":"W3139572451","doi":"10.2196/27039","title":"A Mobile Phone–Based Intervention to Reduce Mental Health Problems in Health Care Workers During the COVID-19 Pandemic (PsyCovidApp): Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":192,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Govern de les Illes Balears","keywords":"mHealth; Mental health; Medicine; Psychological intervention; Randomized controlled trial; Context (archaeology); Health care; Anxiety; eHealth; Burnout; Telemedicine; Population; Psychiatry; Clinical psychology; Environmental health","score_opus":0.05949207767449928,"score_gpt":0.45437226330042957,"score_spread":0.3948801856259303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139572451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8770745,0.032991897,0.0005207242,0.046342775,0.0042511667,0.03754531,0.00032109336,0.00030452397,0.0006480306],"genre_scores_gemma":[0.9595242,0.0004923582,0.00022448006,0.01987269,0.0002431285,0.017359503,0.00026899716,0.000077983736,0.0019366305],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98669845,0.005850491,0.003783083,0.0012597468,0.0006111141,0.0017971447],"domain_scores_gemma":[0.9945349,0.00082626485,0.0015636967,0.00076307124,0.00011043959,0.0022016426],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006887182,0.0005482774,0.0024186627,0.00056823075,0.0010355974,0.00013841345,0.0003534948,0.00021864378,0.00031801648],"category_scores_gemma":[0.00037230953,0.0004386618,0.0006486789,0.0010737568,0.00023580847,0.00015952947,0.00013885203,0.0008836612,0.00007219367],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9190611,0.0028606707,0.0021974414,0.009289552,0.00013979118,0.000016305132,0.036645148,0.00013581745,0.0000033335118,0.0006931189,0.0077461246,0.021211572],"study_design_scores_gemma":[0.9653255,0.0035869768,0.0018652255,0.0012326217,0.000033811073,0.00010714704,0.014594389,0.00006242559,0.0000023757577,0.00021354044,0.0126020955,0.00037391306],"about_ca_topic_score_codex":0.007780197,"about_ca_topic_score_gemma":0.008563978,"teacher_disagreement_score":0.08244975,"about_ca_system_score_codex":0.003538886,"about_ca_system_score_gemma":0.0037661472,"threshold_uncertainty_score":0.9998065},"labels":[],"label_agreement":null},{"id":"W3139954185","doi":"10.2196/19941","title":"Motivating Adherence to Exercise Plans Through a Personalized Mobile Health App: Enhanced Action Design Research Approach","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Applied psychology; Formative assessment; Feeling; Psychology; Personality; Computer science; Multimedia; Medicine; Psychological intervention; Social psychology; Nursing","score_opus":0.3756341107283526,"score_gpt":0.5626074534446668,"score_spread":0.18697334271631416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139954185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47425553,0.030663248,0.33113778,0.029011803,0.0034135955,0.10851191,0.0009183768,0.0026758397,0.019411918],"genre_scores_gemma":[0.71868557,0.028484281,0.07613934,0.023961872,0.0015546727,0.1440182,0.0005694513,0.00024353311,0.0063430737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98611444,0.0044588926,0.0023126586,0.0019309502,0.001212305,0.0039707683],"domain_scores_gemma":[0.9913553,0.0019340154,0.00086608366,0.0012206917,0.0011093732,0.003514545],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007365784,0.0005640869,0.0013513418,0.00043115704,0.0067645567,0.00005986925,0.0004373925,0.0005922615,0.00039830507],"category_scores_gemma":[0.00054890354,0.00055843365,0.000110469024,0.0026241634,0.00023347896,0.00033660175,0.00029835445,0.003114752,0.00049878756],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031880448,0.0023187809,0.0027960022,0.04969251,0.000036309295,0.000015760328,0.09293055,0.00024225774,0.0009727537,0.02791297,0.15296337,0.6669307],"study_design_scores_gemma":[0.014523764,0.009426264,0.023092816,0.005949078,0.00013748779,0.0001121209,0.1742276,0.0024059,0.0007926013,0.0079913875,0.7588898,0.0024511684],"about_ca_topic_score_codex":0.0025810828,"about_ca_topic_score_gemma":0.0004932745,"teacher_disagreement_score":0.6644795,"about_ca_system_score_codex":0.0015207874,"about_ca_system_score_gemma":0.013585216,"threshold_uncertainty_score":0.9996867},"labels":[],"label_agreement":null},{"id":"W3140074034","doi":"10.2196/24249","title":"Slip Buddy App for Weight Management: Randomized Feasibility Trial of a Dietary Lapse Tracking App","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Weight loss; Randomized controlled trial; Psychological intervention; Overweight; Medicine; mHealth; Physical therapy; Weight management; Gerontology; Body mass index; Obesity; Internal medicine; Psychiatry","score_opus":0.10567717358727478,"score_gpt":0.46613544126536927,"score_spread":0.36045826767809447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140074034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77482575,0.017596086,0.010332191,0.035040837,0.0067359246,0.12941678,0.0012370163,0.0010778977,0.023737486],"genre_scores_gemma":[0.8654762,0.028692624,0.013116124,0.013654159,0.002546195,0.07074353,0.00094230095,0.00017992385,0.004648967],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.990921,0.0020897046,0.0033351395,0.0011858987,0.00054580043,0.0019224173],"domain_scores_gemma":[0.99200493,0.0030841772,0.0015496499,0.0011385542,0.0006087386,0.0016139628],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006558746,0.0004664317,0.0020876464,0.0002912378,0.001956094,0.000017149916,0.0002893756,0.00051220664,0.00019902737],"category_scores_gemma":[0.00061198126,0.0004190093,0.00036213,0.0007281636,0.00026028854,0.00017204825,0.0001608137,0.0010177842,0.000036071167],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6242848,0.0026432422,0.0031908378,0.07806166,0.00016898042,0.000013906252,0.003908025,0.0000037745904,0.000027709488,0.105424844,0.02569008,0.15658212],"study_design_scores_gemma":[0.8147703,0.000881119,0.012220203,0.00075343717,0.00050626637,0.000011457125,0.0021652805,0.000557029,0.000014637804,0.01514618,0.15243956,0.00053452345],"about_ca_topic_score_codex":0.00031820187,"about_ca_topic_score_gemma":0.00029713882,"teacher_disagreement_score":0.19048548,"about_ca_system_score_codex":0.0003314871,"about_ca_system_score_gemma":0.0029527424,"threshold_uncertainty_score":0.9998262},"labels":[],"label_agreement":null},{"id":"W3140905914","doi":"10.2196/26167","title":"Diagnostic Accuracy of Ambulatory Devices in Detecting Atrial Fibrillation: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Diagnostic odds ratio; Medicine; Atrial fibrillation; Receiver operating characteristic; Gold standard (test); Systematic review; MEDLINE; Likelihood ratios in diagnostic testing; Ambulatory; Diagnostic accuracy; Internal medicine","score_opus":0.2585286480677609,"score_gpt":0.48831681041302316,"score_spread":0.22978816234526228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140905914","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009299751,0.993093,0.000008103903,0.0007763723,0.000060862338,0.0058876313,0.000028251423,0.00002561311,0.000027151686],"genre_scores_gemma":[0.00089661655,0.997961,0.00014857766,0.00036166693,0.00032332007,0.00004432996,0.00012132563,0.000031613927,0.00011159032],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99502957,0.000952228,0.0027242815,0.0005673922,0.00038834126,0.00033818284],"domain_scores_gemma":[0.99230266,0.0044508143,0.0023216864,0.0005137487,0.000116639574,0.00029446062],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020271305,0.00044158462,0.011588397,0.0006797525,0.00010555668,0.000031678057,0.00007872823,0.00022748053,0.00009483538],"category_scores_gemma":[0.002593196,0.00030614404,0.0019121361,0.0016225685,0.000040376144,0.0001026904,0.00009363306,0.00029649484,0.000004011879],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059199324,0.0000022733748,0.0010655227,0.9721768,0.01502526,0.0000075559724,0.000046773752,0.0000016805743,1.041868e-9,0.00006722351,0.000018753342,0.011582225],"study_design_scores_gemma":[0.00035118588,0.00007949285,0.0010464625,0.06610493,0.9032491,0.000033123142,0.000044642344,0.00001493306,9.101952e-9,0.00000511861,0.02883515,0.00023586872],"about_ca_topic_score_codex":0.00008700413,"about_ca_topic_score_gemma":0.00007782663,"teacher_disagreement_score":0.9060719,"about_ca_system_score_codex":0.00010918424,"about_ca_system_score_gemma":0.0005417479,"threshold_uncertainty_score":0.9999391},"labels":[],"label_agreement":null},{"id":"W3141022383","doi":"10.2196/16304","title":"The SleepFit Tablet Application for Home-Based Clinical Data Collection in Parkinson Disease: User-Centric Development and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Medicine; Psychological intervention; Quality of life (healthcare); Population; Psychology; Applied psychology; Computer science; Nursing; Human–computer interaction","score_opus":0.08557374718183551,"score_gpt":0.43215076881438425,"score_spread":0.3465770216325487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141022383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864747,0.0063468134,0.00096284907,0.0028272297,0.00051657925,0.002754192,0.000028144552,0.00003559327,0.000053905813],"genre_scores_gemma":[0.99605954,0.0015112909,0.00032476767,0.0008145149,0.000072037205,0.0008445072,0.00023632293,0.000017056673,0.000119938006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974825,0.00044628434,0.0006966628,0.00076606084,0.00015801002,0.0004505206],"domain_scores_gemma":[0.99802,0.0007246227,0.00018787815,0.00065257895,0.00006489408,0.00035003535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021826585,0.00013942386,0.00025373363,0.00007377982,0.00059714005,0.000034225424,0.0001564223,0.00013527417,0.000011507025],"category_scores_gemma":[0.00014439631,0.000109324574,0.000021677288,0.0004999416,0.000083208084,0.0000500299,0.000067505185,0.00027755764,0.0000047511985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011663224,0.002104686,0.79968804,0.0001912156,0.00004151674,0.0000028344386,0.00057960366,0.000003051764,9.336706e-8,0.0002343333,0.0027328583,0.19325545],"study_design_scores_gemma":[0.004924513,0.00020070437,0.8762733,0.000011582189,0.00006714428,0.0000012334302,0.0013029734,0.0017688185,2.4560276e-7,0.00014079943,0.11519761,0.00011112872],"about_ca_topic_score_codex":0.00020491744,"about_ca_topic_score_gemma":0.0014272452,"teacher_disagreement_score":0.19314434,"about_ca_system_score_codex":0.00010214352,"about_ca_system_score_gemma":0.0008846239,"threshold_uncertainty_score":0.4592779},"labels":[],"label_agreement":null},{"id":"W3142592833","doi":"10.2196/25030","title":"Self-Efficacy and Motivation to Quit of Smokers Seeking to Quit: Quantitative Assessment of Smoking Cessation Mobile Apps","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Imperial College London","keywords":"Smoking cessation; Self-efficacy; Psychological intervention; Quit smoking; Medicine; Clinical psychology; Psychology; mHealth; Psychiatry; Social psychology","score_opus":0.07935182265873919,"score_gpt":0.43351902795135855,"score_spread":0.35416720529261936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142592833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951261,0.00017571721,0.002233504,0.00096015615,0.00013618916,0.0010198827,0.000018126842,0.000039107697,0.00029118647],"genre_scores_gemma":[0.9951535,0.0002512913,0.0038183692,0.00052740064,0.000055347457,0.00008958312,0.000066096705,0.00001929602,0.000019099714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982427,0.00012339032,0.0005656416,0.00035676846,0.00043666697,0.00027484464],"domain_scores_gemma":[0.9986558,0.00019582837,0.00029951532,0.00020622186,0.00031639435,0.00032623264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006965088,0.00014282762,0.00041150412,0.00025812315,0.00013287707,0.000016988008,0.00003932437,0.000101757745,0.000018867513],"category_scores_gemma":[0.00011411999,0.00014189,0.000030903688,0.0005643658,0.00003168129,0.00010258165,0.00004326527,0.00018128459,2.4664558e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020999058,0.0007408115,0.938388,0.004124011,0.000046036064,0.000004663539,0.01592767,0.000111861504,0.0037859757,0.0028045808,0.00011651315,0.033739913],"study_design_scores_gemma":[0.0014530435,0.0013079192,0.9907022,0.0004768866,0.00014042892,0.000009044188,0.003990928,0.00027900015,0.0011588925,0.00004030681,0.0003333465,0.00010798762],"about_ca_topic_score_codex":0.00022367734,"about_ca_topic_score_gemma":0.000029466559,"teacher_disagreement_score":0.052314244,"about_ca_system_score_codex":0.00017879931,"about_ca_system_score_gemma":0.00052064855,"threshold_uncertainty_score":0.57861066},"labels":[],"label_agreement":null},{"id":"W3142685867","doi":"10.2196/26038","title":"Biofeedback-Based Connected Mental Health Interventions for Anxiety: Systematic Literature Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"United Arab Emirates University","keywords":"Psychological intervention; Anxiety; Biofeedback; Mental health; Systematic review; Medicine; Clinical psychology; Mindfulness; Scopus; Psychology; MEDLINE; Physical therapy; Psychiatry","score_opus":0.09455745216413726,"score_gpt":0.4510337551236373,"score_spread":0.35647630295950006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142685867","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023235712,0.9613863,0.00014222407,0.016015438,0.00050789415,0.0203042,0.00149174,0.00013002405,0.000019804673],"genre_scores_gemma":[0.000006271259,0.9790625,0.0007804451,0.010762549,0.0003149176,0.0028938118,0.0057067224,0.00009025825,0.00038253915],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9932571,0.0014101971,0.003121418,0.0010140465,0.00027494266,0.00092227233],"domain_scores_gemma":[0.99563915,0.00059872516,0.0013848714,0.0008887187,0.00027787194,0.0012106432],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031851723,0.00070813595,0.007797221,0.0003558518,0.00045543254,0.00008779904,0.00015339587,0.0004957284,0.000082660365],"category_scores_gemma":[0.00046804396,0.00053680927,0.0016889337,0.000851461,0.000075950265,0.00007199475,0.00005126746,0.00097334344,0.000019547626],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010708128,0.00025193937,9.929822e-7,0.7776866,0.00011981573,0.0000040398286,0.000084690386,9.785318e-9,6.157656e-8,0.00021617569,0.0072019678,0.21442299],"study_design_scores_gemma":[0.00074155093,0.00033131553,0.000004321851,0.515035,0.0011950452,0.00017732818,0.000018809547,0.000034544708,2.167274e-8,0.0000027533258,0.48228088,0.00017846533],"about_ca_topic_score_codex":0.000021268766,"about_ca_topic_score_gemma":0.000025237883,"teacher_disagreement_score":0.4750789,"about_ca_system_score_codex":0.00083756587,"about_ca_system_score_gemma":0.0077222376,"threshold_uncertainty_score":0.99970835},"labels":[],"label_agreement":null},{"id":"W3144546964","doi":"10.2196/24065","title":"A Smartphone App Designed to Empower Patients to Contribute Toward Safer Surgical Care: Qualitative Evaluation of Diverse Public and Patient Perceptions Using Focus Groups","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Surgical Simulation and Training","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King's Health Partners; King's College London; Guy's and St Thomas' Charity; National Institute for Health and Care Research; Maudsley Charity; King's College Hospital NHS Foundation Trust; Department of Health and Social Care; National Institute for Health Research Applied Research Collaboration South London; South London and Maudsley NHS Foundation Trust","keywords":"Focus group; Thematic analysis; Transgender; Medicine; Ethnic group; Usability; Nursing; SAFER; Qualitative research; Psychology; Medical education","score_opus":0.1398921625451676,"score_gpt":0.44797790624529654,"score_spread":0.308085743700129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144546964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447465,0.00058579055,0.00046205567,0.0026093835,0.00013053515,0.0013158235,0.00009090547,0.000026411532,0.0003044286],"genre_scores_gemma":[0.9974147,0.000047338115,0.00097546604,0.0013020864,0.000049974024,0.000059459715,0.0001290796,0.00001438798,0.0000074966647],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99739665,0.00062207197,0.0005295246,0.00038770543,0.00067149574,0.00039253253],"domain_scores_gemma":[0.9972374,0.00025723563,0.00013299307,0.00015135584,0.0011952596,0.0010257591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081751094,0.00015683023,0.00044308047,0.00017503381,0.00021569068,0.000023048122,0.000025483838,0.000098221855,0.00018982137],"category_scores_gemma":[0.00042224184,0.00013875234,0.0000557369,0.0004808497,0.000050477287,0.00008679966,0.000060355036,0.0001422615,0.000006362086],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004097178,0.0014861146,0.09424048,0.0011224034,0.00012698205,0.000040510786,0.34743324,0.00010703094,0.00013246824,0.0019491108,0.00042071918,0.54884374],"study_design_scores_gemma":[0.028001871,0.0034594291,0.8514586,0.00038719559,0.00040328308,0.000031696854,0.10739631,0.0014100132,0.00006350003,0.00019701282,0.0067197667,0.0004713233],"about_ca_topic_score_codex":0.00013974472,"about_ca_topic_score_gemma":0.000079694975,"teacher_disagreement_score":0.7572181,"about_ca_system_score_codex":0.00031809526,"about_ca_system_score_gemma":0.0005797388,"threshold_uncertainty_score":0.5658156},"labels":[],"label_agreement":null},{"id":"W3146033000","doi":"10.2196/23411","title":"Use of Fitbit Devices in Physical Activity Intervention Studies Across the Life Course: Narrative Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Life course approach; Narrative; Physical activity; Course (navigation); Intervention (counseling); Gerontology; Psychology; Medicine; Computer science; World Wide Web; Physical medicine and rehabilitation; Engineering; Developmental psychology; Art","score_opus":0.3587658407719654,"score_gpt":0.5805875222322644,"score_spread":0.22182168146029901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146033000","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0292349,0.96252704,0.0000014490128,0.005158115,0.00013995069,0.002776845,0.00012559166,0.000022891845,0.000013239982],"genre_scores_gemma":[0.014727663,0.9828627,0.000015914238,0.0014629591,0.000350507,0.0003948726,0.000073899464,0.000033027925,0.00007845853],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591446,0.0013896718,0.0009852282,0.0006268151,0.00043759748,0.00064623804],"domain_scores_gemma":[0.9961009,0.0013835066,0.0013008215,0.0005230815,0.00022104934,0.00047062399],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012086057,0.00047805125,0.0051882784,0.000071092116,0.0002715037,0.00002200993,0.0001359258,0.00021469773,0.000007829789],"category_scores_gemma":[0.0005158209,0.00028795778,0.0005550588,0.0007702587,0.00031292927,0.00023278214,0.00016913426,0.0015928686,0.000005278633],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050182436,0.0016109665,0.000030534793,0.40972054,0.00017516383,0.0000073545098,0.0020099923,4.5768296e-8,4.036388e-8,0.00011765638,0.001817314,0.5844602],"study_design_scores_gemma":[0.000896557,0.0014801406,0.0063253567,0.37130803,0.002881265,0.000059572147,0.0017314602,0.000023687093,5.8738533e-7,0.00004443863,0.61485267,0.00039621384],"about_ca_topic_score_codex":0.00037317886,"about_ca_topic_score_gemma":0.00050364697,"teacher_disagreement_score":0.6130354,"about_ca_system_score_codex":0.0002519658,"about_ca_system_score_gemma":0.0021227766,"threshold_uncertainty_score":0.99995726},"labels":[],"label_agreement":null},{"id":"W3146189903","doi":"10.2196/27106","title":"Evaluation of Mood Check-in Feature for Participation in Meditation Mobile App Users: Retrospective Longitudinal Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meditation; Mood; Psychology; Clinical psychology; Session (web analytics); Mindfulness; Computer science; World Wide Web","score_opus":0.11257733870951331,"score_gpt":0.49084627839531125,"score_spread":0.37826893968579794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146189903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99203473,0.0007809647,0.004763798,0.0008023964,0.0002723479,0.000769256,0.0000621466,0.000010072844,0.0005042721],"genre_scores_gemma":[0.9939822,0.000012597089,0.00013494806,0.000029663861,0.00006223745,0.0055147684,0.00013550825,0.0000074721434,0.00012058169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981107,0.00045181933,0.0004938428,0.0003540572,0.00032900777,0.0002605809],"domain_scores_gemma":[0.99889886,0.000100242134,0.000276517,0.00019671077,0.0004252944,0.000102398895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018830128,0.00009432653,0.00033355216,0.00035148594,0.00006923205,0.0000110272495,0.000044789784,0.00012092628,0.00072633673],"category_scores_gemma":[0.00011124216,0.000093484865,0.00009124356,0.0010149499,0.000023575458,0.00007824159,0.000011150695,0.00015849285,0.0000022681875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055113033,0.0024186708,0.8810201,0.0006902187,0.00026970007,0.0000027920728,0.009523933,0.0010152588,0.000015038968,0.03883638,0.0028245486,0.06283219],"study_design_scores_gemma":[0.0018155188,0.00028491515,0.98204553,0.000058666177,0.00035462307,0.0000010488819,0.002644241,0.008456081,0.000057034413,0.0041601104,0.000050993513,0.00007123053],"about_ca_topic_score_codex":0.00031261888,"about_ca_topic_score_gemma":0.009540137,"teacher_disagreement_score":0.1010254,"about_ca_system_score_codex":0.00021729385,"about_ca_system_score_gemma":0.00024587175,"threshold_uncertainty_score":0.7952878},"labels":[],"label_agreement":null},{"id":"W3146260345","doi":"10.2196/27753","title":"Best Practice Guidance for Digital Contact Tracing Apps: A Cross-disciplinary Review of the Literature","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Science Foundation Ireland","keywords":"Contact tracing; Best practice; Grey literature; Computer science; Medicine; MEDLINE; Political science; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Disease; Pathology","score_opus":0.099541045787087,"score_gpt":0.4701835055176834,"score_spread":0.3706424597305964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146260345","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005737356,0.9899767,0.002412315,0.002266685,0.0005912046,0.0036180662,0.00044176812,0.00007375593,0.00061375403],"genre_scores_gemma":[0.00012781128,0.99455464,0.0014749748,0.0026763931,0.0002857153,0.00046183442,0.00010782354,0.000056621484,0.00025420578],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495447,0.000415198,0.0019653365,0.001217515,0.0006061639,0.00084130943],"domain_scores_gemma":[0.9925731,0.0025343092,0.0022081179,0.0015981769,0.0006222148,0.00046409026],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016332561,0.00066169194,0.0024516229,0.0001587931,0.0005057353,0.0009324402,0.0014293605,0.000343112,0.0000017058909],"category_scores_gemma":[0.0018069227,0.00046075677,0.0007947045,0.0014853159,0.00007960426,0.0020483427,0.0007083302,0.0010213429,0.000004960819],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000898071,0.00012861475,0.0000061316323,0.6218512,0.00002920085,0.000015756932,0.0003374805,1.6013333e-7,2.2055401e-8,0.0027201567,0.0005958714,0.3743064],"study_design_scores_gemma":[0.00019763691,0.0002405549,0.000018271068,0.4813671,0.00017698339,0.0002669315,0.000018176946,0.000019962792,1.1755104e-7,0.00006400286,0.51735014,0.00028009072],"about_ca_topic_score_codex":0.000011958859,"about_ca_topic_score_gemma":0.0000063415323,"teacher_disagreement_score":0.51675427,"about_ca_system_score_codex":0.0003945082,"about_ca_system_score_gemma":0.004895737,"threshold_uncertainty_score":0.9997844},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W3146524800","doi":"10.2196/24520","title":"Engagement With a Health Information Technology–Augmented Self-Management Support Program in a Population With Limited English Proficiency: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Self-management; Psychology; Medical education; Population; Medicine; Applied psychology; Computer science; Gerontology; Artificial intelligence; Environmental health","score_opus":0.10148216855946587,"score_gpt":0.45416937331584567,"score_spread":0.3526872047563798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146524800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97479707,0.00020708647,0.00015375236,0.011915257,0.00021676527,0.009955396,0.0000307397,0.00082897587,0.0018949844],"genre_scores_gemma":[0.97786635,0.00027848504,0.0104009025,0.004234744,0.00006025281,0.006321051,0.0006998085,0.000032390886,0.00010603692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947044,0.0014784598,0.0015514556,0.0005464449,0.0006583757,0.0010608449],"domain_scores_gemma":[0.9969065,0.00018928858,0.0009074527,0.0007571412,0.0008855406,0.00035404373],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023479576,0.00030966988,0.0005226684,0.000639517,0.0016391148,0.000045152854,0.00023959365,0.00019340421,0.000037747646],"category_scores_gemma":[0.00010372386,0.0002573852,0.000023231432,0.0020147574,0.000053663443,0.00041089897,0.00019813688,0.0013799879,0.000013184245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048640175,0.0015819047,0.90802234,0.004442702,0.000042232965,0.000010558376,0.05504991,0.000019957244,8.691491e-8,0.008040351,0.00048774548,0.021815805],"study_design_scores_gemma":[0.0041133617,0.003358595,0.882678,0.0010237222,0.000037624646,0.0000073635842,0.098706126,0.00084346125,3.8271853e-7,0.00011508784,0.008846793,0.00026953444],"about_ca_topic_score_codex":0.00076611794,"about_ca_topic_score_gemma":0.001903537,"teacher_disagreement_score":0.04365622,"about_ca_system_score_codex":0.0010352012,"about_ca_system_score_gemma":0.0028076915,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W3147765201","doi":"10.2196/25937","title":"Noninvasive Bioimpedance Methods From the Viewpoint of Remote Monitoring in Heart Failure","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Narodowe Centrum Badań i Rozwoju","keywords":"Heart failure; Exacerbation; Medicine; Intensive care medicine; Fluid intake; Computer science; Cardiology; Internal medicine","score_opus":0.09623221732388398,"score_gpt":0.4427301436526415,"score_spread":0.34649792632875753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147765201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9259001,0.01099232,0.003691418,0.0580849,0.00021168204,0.0008386693,0.000016401755,0.00008746335,0.00017706795],"genre_scores_gemma":[0.66591877,0.0020842468,0.3283545,0.0033254288,0.00024808425,0.00002168411,0.000013449654,0.00001821443,0.000015617617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981811,0.0004433012,0.0004963915,0.00030717612,0.0002722118,0.00029979314],"domain_scores_gemma":[0.9988024,0.0002511851,0.00016708704,0.00039897935,0.00016929791,0.00021100279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011405451,0.00013427123,0.00044251033,0.00006890608,0.00009637321,0.0000107779015,0.00007030825,0.00010171921,0.00002026234],"category_scores_gemma":[0.0001415182,0.000102626254,0.000056532608,0.00036014395,0.00006420727,0.000050837225,0.00004790433,0.00045338794,0.0000022343843],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083520764,0.000772354,0.36816987,0.0066850893,0.000112934846,0.00015884536,0.008071704,0.0000031577833,0.27634138,0.001423942,0.014083584,0.32334194],"study_design_scores_gemma":[0.0019118679,0.00050234224,0.7846645,0.0028458051,0.00009829877,0.0001525325,0.0012417833,0.00016785844,0.18969595,0.0018820498,0.016625566,0.00021143518],"about_ca_topic_score_codex":0.00060074753,"about_ca_topic_score_gemma":0.00010792351,"teacher_disagreement_score":0.41649464,"about_ca_system_score_codex":0.00013186684,"about_ca_system_score_gemma":0.0005917109,"threshold_uncertainty_score":0.4184977},"labels":[],"label_agreement":null},{"id":"W3148060340","doi":"10.2196/22881","title":"Comparing the Efficacies of Telemedicine and Standard Prenatal Care on Blood Glucose Control in Women With Gestational Diabetes Mellitus: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gestational diabetes; Randomized controlled trial; Telemedicine; Prenatal care; Diabetes mellitus; Obstetrics; Blood Glucose Self-Monitoring; Pregnancy; Pediatrics; Gestation; Internal medicine; Health care; Glycemic; Endocrinology; Continuous glucose monitoring; Population; Environmental health","score_opus":0.01671917200529224,"score_gpt":0.32052351639527615,"score_spread":0.30380434438998394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148060340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98140305,0.0086132325,0.000027683876,0.004299096,0.00003932116,0.005292818,0.00004591031,0.000012842259,0.0002660637],"genre_scores_gemma":[0.99488777,0.00252484,0.00015352298,0.0011235375,0.00007432179,0.0011230215,0.00006352645,0.000011440084,0.00003800708],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975557,0.0004823002,0.0006012437,0.00026970942,0.00063259894,0.0004584564],"domain_scores_gemma":[0.99725854,0.0017946941,0.0002072643,0.00015533723,0.00025907083,0.00032509802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015340406,0.00016377785,0.0013214444,0.00016330807,0.00011871105,0.000018287652,0.000045792156,0.000040742525,0.000020554395],"category_scores_gemma":[0.0005204254,0.00009077686,0.000047109064,0.00017875443,0.00027297865,0.00003960533,0.000024578856,0.0002582831,3.6923007e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9810142,0.00035056227,0.0064496943,0.002978471,0.00032715139,0.000021580934,0.0032539181,0.000055754117,0.00002382031,0.0016451342,0.000038910304,0.003840786],"study_design_scores_gemma":[0.9265146,0.0040007937,0.06512645,0.00042311434,0.00025789352,0.0000031087186,0.0026691353,0.0005961944,0.00005114684,0.00013657301,0.0001442834,0.000076678094],"about_ca_topic_score_codex":0.00003118472,"about_ca_topic_score_gemma":0.00005600785,"teacher_disagreement_score":0.058676753,"about_ca_system_score_codex":0.00007698004,"about_ca_system_score_gemma":0.0006602781,"threshold_uncertainty_score":0.3701773},"labels":[],"label_agreement":null},{"id":"W3148263898","doi":"10.2196/27336","title":"Force-Sensitive Mat for Vertical Jump Measurement to Assess Lower Limb Strength: Validity and Reliability Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Knee injuries and reconstruction techniques","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad de Zaragoza; Centro Universitario de la Defensa de Zaragoza; Consejo Nacional de Ciencia y Tecnología; Gobierno de Aragón; European Commission","keywords":"Vertical jump; Jump; Inertial measurement unit; Accelerometer; Bluetooth; Simulation; Step detection; Reliability (semiconductor); Capacitive sensing; Load cell; System of measurement; Computer science; Power (physics); Engineering; Electrical engineering; Wireless; Telecommunications; Physics; Computer vision","score_opus":0.1192101283284068,"score_gpt":0.4136952313300128,"score_spread":0.294485103001606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148263898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98969585,0.00013393883,0.0013582164,0.005905975,0.00039270564,0.002140172,0.000039123683,0.0001008234,0.00023318401],"genre_scores_gemma":[0.99358076,0.0002454485,0.0038324553,0.001801703,0.00022845516,0.00016882083,0.000010620378,0.000019771562,0.0001119567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803704,0.00015601734,0.0005242178,0.0005199978,0.00034525938,0.00041748935],"domain_scores_gemma":[0.9981942,0.00015996936,0.00006933988,0.0003006158,0.0005403366,0.00073550094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188195,0.00017869961,0.0005496197,0.00008374382,0.0002677776,0.000032073287,0.000030129097,0.00012139745,0.00001643067],"category_scores_gemma":[0.00035357138,0.00014593537,0.00007179275,0.0001219426,0.000081954335,0.000055596254,0.00005821492,0.00024835888,0.0000018287091],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034036286,0.019191256,0.5670859,0.034729805,0.0004996909,0.00031669842,0.011867548,0.0000035987562,0.0038463133,0.0054286546,0.061993856,0.26100037],"study_design_scores_gemma":[0.0062454697,0.023213696,0.92880356,0.0005160883,0.00056409626,0.00031409913,0.007300424,0.000323844,0.009827619,0.0014341057,0.020830754,0.000626263],"about_ca_topic_score_codex":0.00007635104,"about_ca_topic_score_gemma":0.00011302406,"teacher_disagreement_score":0.36171764,"about_ca_system_score_codex":0.0002253028,"about_ca_system_score_gemma":0.00056964206,"threshold_uncertainty_score":0.59510714},"labels":[],"label_agreement":null},{"id":"W3148407079","doi":"10.2196/25895","title":"Real-Time UV Measurement With a Sun Protection System for Warning Young Adults About Sunburn: Prospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; National Institutes of Health","keywords":"Sunburn; Medicine; Sunbathing; Skin cancer; Young adult; Sun protection; Psychological intervention; Environmental health; Cancer; Gerontology; Dermatology; Internal medicine","score_opus":0.03568145433913477,"score_gpt":0.3273571279751885,"score_spread":0.29167567363605373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148407079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98351085,0.00035147558,0.0012555767,0.00089255953,0.00024862282,0.01223371,0.000006988334,0.000331484,0.0011687407],"genre_scores_gemma":[0.9947778,0.00009075127,0.00063567166,0.00011232572,0.00038398866,0.0034355007,0.000017062697,0.000049166658,0.0004977218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731827,0.00019573198,0.00051452825,0.0007239266,0.00068278296,0.0005647809],"domain_scores_gemma":[0.99806726,0.000029785164,0.00030739792,0.0003033472,0.0008293526,0.00046287244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016206432,0.00025334,0.0005898362,0.00014763557,0.0006705192,0.00005133152,0.00003933874,0.00009836889,0.00001733858],"category_scores_gemma":[0.00011312668,0.00020242941,0.000057454883,0.00040297653,0.00003248427,0.000093151975,0.00002217811,0.0003910082,0.0000060178877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007879289,0.0013888573,0.9509635,0.012463884,0.00033262972,0.00014428182,0.010088434,0.000008331069,0.0010294811,0.0001318002,0.00029732104,0.015272204],"study_design_scores_gemma":[0.008572001,0.0039557153,0.9738238,0.0020625913,0.00028844783,0.00066380424,0.008303103,0.0013232419,0.0005092486,0.00000894711,0.00023592466,0.0002531888],"about_ca_topic_score_codex":0.0012479958,"about_ca_topic_score_gemma":0.0003543253,"teacher_disagreement_score":0.0228603,"about_ca_system_score_codex":0.0009769021,"about_ca_system_score_gemma":0.0009775682,"threshold_uncertainty_score":0.82548314},"labels":[],"label_agreement":null},{"id":"W3148564609","doi":"10.2196/22990","title":"Commercially Available Apps to Support Healthy Family Meals: User Testing of App Utility, Acceptability, and Engagement","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Flinders Foundation; Flinders University; Medical Research Council; Australian Government","keywords":"App store; Mobile apps; Usability; mHealth; Thematic analysis; Scale (ratio); Psychology; Applied psychology; Medicine; Internet privacy; World Wide Web; Medical education; Qualitative research; Computer science; Nursing; Psychological intervention","score_opus":0.23301121505127828,"score_gpt":0.4844391235417218,"score_spread":0.2514279084904435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148564609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285322,0.005239216,0.00082683936,0.022751054,0.0010570913,0.01223869,0.0005389225,0.0004329666,0.028383067],"genre_scores_gemma":[0.90246487,0.0081549045,0.018826649,0.06069277,0.0006767179,0.007149921,0.0002138801,0.00013382355,0.0016864663],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9901715,0.002050632,0.0030938548,0.001477672,0.0007325232,0.0024738247],"domain_scores_gemma":[0.99064785,0.0023418132,0.0010174051,0.0013236956,0.0010177183,0.0036515384],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006679902,0.00053264917,0.0014389968,0.0003440408,0.0028305782,0.000033023116,0.0003638176,0.00048720604,0.0012322229],"category_scores_gemma":[0.0010783894,0.00054086087,0.00008639038,0.0013937063,0.00023438047,0.00021564402,0.00074925873,0.0017153206,0.0002704338],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009027899,0.0010736361,0.43213043,0.03138893,0.00003206214,0.000010349558,0.0049806,0.0000026716502,0.00015274186,0.010390691,0.14026771,0.37866738],"study_design_scores_gemma":[0.0023413752,0.0009899937,0.4045319,0.0002695196,0.00006209737,0.000013646875,0.0031781262,0.0001107397,0.000015888576,0.0006263297,0.58750725,0.00035311867],"about_ca_topic_score_codex":0.0031911854,"about_ca_topic_score_gemma":0.002135821,"teacher_disagreement_score":0.44723955,"about_ca_system_score_codex":0.0004080397,"about_ca_system_score_gemma":0.009613106,"threshold_uncertainty_score":0.9997043},"labels":[],"label_agreement":null},{"id":"W3149161330","doi":"10.2196/24076","title":"Examining the Impact of a Mobile Health App on Functional Movement and Physical Fitness: Pilot Pragmatic Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sports injuries and prevention","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Flexibility (engineering); Physical therapy; Randomized controlled trial; Functional movement; Physical medicine and rehabilitation; Repeated measures design; Hamstring; Functional training; Physical fitness; Medicine; Psychology","score_opus":0.04420805950905925,"score_gpt":0.3883565076423951,"score_spread":0.34414844813333584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149161330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98788947,0.0025257508,0.00008200084,0.0015757054,0.00023013502,0.007273138,0.00001702963,0.000025628957,0.00038113008],"genre_scores_gemma":[0.99482465,0.0012693906,0.00006338136,0.0014967103,0.00044585633,0.0015147539,0.00006823322,0.000015958716,0.00030109507],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997551,0.00059218006,0.00086405006,0.0002942598,0.00036587683,0.0003325835],"domain_scores_gemma":[0.99780023,0.00091287156,0.0006217761,0.00024596823,0.000096270574,0.00032287202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025330812,0.0001933254,0.0016597867,0.00007925767,0.00023275464,0.000018598605,0.000028307233,0.000047084974,0.00012480232],"category_scores_gemma":[0.00019805542,0.000105446474,0.00021770957,0.00015175782,0.00013137434,0.000039522623,0.000025095536,0.00026537254,0.0000011798531],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97696984,0.0015146013,0.00044396904,0.0012329259,0.00022766752,0.0000035599137,0.0018478208,0.00003378902,0.000027237404,0.0017157708,0.0012486778,0.014734121],"study_design_scores_gemma":[0.9562724,0.0149001265,0.02419951,0.00032143577,0.0002394236,0.00002383513,0.0010282288,0.0018255737,0.0000066204116,0.000979598,0.00010157419,0.00010167613],"about_ca_topic_score_codex":0.0002631218,"about_ca_topic_score_gemma":0.000010382928,"teacher_disagreement_score":0.023755541,"about_ca_system_score_codex":0.0001063001,"about_ca_system_score_gemma":0.0012697245,"threshold_uncertainty_score":0.42999825},"labels":[],"label_agreement":null},{"id":"W3149572998","doi":"10.2196/25927","title":"Usability and Acceptability of a Mobile App for the Self-Management of Alcohol Misuse Among Veterans (Step Away): Pilot Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Washington; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Usability; mHealth; Mobile apps; Cohort; Self-management; Medicine; Psychology; Medical emergency; Internet privacy; Psychological intervention; Computer science; Psychiatry; World Wide Web; Human–computer interaction","score_opus":0.040696176973597654,"score_gpt":0.3857605506346584,"score_spread":0.34506437366106074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149572998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98633236,0.002554487,0.000047049587,0.0004979959,0.00008885156,0.010158004,0.0000751272,0.00004112381,0.00020501301],"genre_scores_gemma":[0.9943909,0.0021245973,0.0014662826,0.00013391141,0.000029328894,0.0017640053,0.000026940275,0.000021587739,0.000042454772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776894,0.00018750824,0.00076256116,0.0005695223,0.00033259002,0.00037889843],"domain_scores_gemma":[0.99816304,0.00032484523,0.00024666678,0.0007793414,0.00019141048,0.00029466476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010589838,0.00021430272,0.00071061443,0.00005017817,0.00018180763,0.000011382369,0.000084917614,0.000055391487,0.00004495937],"category_scores_gemma":[0.000032458804,0.00015239233,0.00008522213,0.0002377718,0.0001614947,0.000052686137,0.0000873028,0.00015076273,4.842154e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083786366,0.0061643347,0.95569646,0.010753071,0.000324056,0.0000048344396,0.0047130478,0.0000021256544,0.0000065738054,0.000057335357,0.00007736021,0.021362904],"study_design_scores_gemma":[0.006286901,0.0038098735,0.97708654,0.000059178823,0.0008439919,0.0000048086063,0.011130798,0.00020977175,0.000053538985,0.000029008219,0.00039372683,0.00009184579],"about_ca_topic_score_codex":0.0012089212,"about_ca_topic_score_gemma":0.00036637593,"teacher_disagreement_score":0.021390064,"about_ca_system_score_codex":0.00012707412,"about_ca_system_score_gemma":0.00036970674,"threshold_uncertainty_score":0.62143785},"labels":[],"label_agreement":null},{"id":"W3150129595","doi":"10.2196/27165","title":"The Use of Head-Worn Displays for Vital Sign Monitoring in Critical and Acute Care: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Healthcare Technology and Patient Monitoring","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Queensland","keywords":"CINAHL; PsycINFO; Vital signs; Context (archaeology); Medicine; MEDLINE; Systematic review; Acute care; Health care; Medical emergency; Nursing; Psychological intervention; Surgery","score_opus":0.2465821139840078,"score_gpt":0.5187250024317782,"score_spread":0.2721428884477704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150129595","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040572125,0.99086213,0.000020531314,0.0010084289,0.00052886683,0.007022195,0.00010851446,0.00003998723,0.000003609986],"genre_scores_gemma":[0.0009955527,0.99622524,0.00049354334,0.00020311264,0.00020630372,0.0017204054,0.000076507815,0.000052632433,0.000026680998],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959823,0.00057736476,0.0018771761,0.0005444769,0.00027523658,0.00074345956],"domain_scores_gemma":[0.9950927,0.0030673866,0.0005413299,0.0006103444,0.00021716849,0.0004710658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001101227,0.00041097388,0.0037762097,0.00019431044,0.00032879127,0.000026095135,0.00012604939,0.0005325596,6.0315347e-7],"category_scores_gemma":[0.0013936132,0.0002700052,0.0002247645,0.00041209138,0.00017222938,0.00007748398,0.0000818899,0.0010172476,9.511246e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002901456,0.000035032204,0.00026979225,0.8168654,0.000049525424,0.000023370405,0.00014919545,4.810608e-9,3.3208227e-8,0.0002739799,0.00008026034,0.18222442],"study_design_scores_gemma":[0.00040373695,0.0007529199,0.00012191541,0.9235215,0.0027974274,0.000266152,0.00019990133,0.0000028393235,4.0375522e-7,0.0000090962085,0.07170679,0.00021731855],"about_ca_topic_score_codex":0.000073454714,"about_ca_topic_score_gemma":0.000025798512,"teacher_disagreement_score":0.1820071,"about_ca_system_score_codex":0.0002897004,"about_ca_system_score_gemma":0.0012644266,"threshold_uncertainty_score":0.9999752},"labels":[],"label_agreement":null},{"id":"W3150371614","doi":"10.2196/26082","title":"Behavior Change Techniques in Popular Mobile Apps for Smoking Cessation in France: Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Association Nationale de la Recherche et de la Technologie","keywords":"Smoking cessation; Behavior change methods; Inter-rater reliability; App store; mHealth; Rating scale; Medicine; Behavior change; Psychology; Applied psychology; Computer science; Psychological intervention; Social psychology; Psychiatry; World Wide Web","score_opus":0.18712006203804193,"score_gpt":0.4984912958550991,"score_spread":0.31137123381705717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150371614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649484,0.008662586,0.0007602648,0.0042633363,0.0004131411,0.020231957,0.00027380194,0.00018498613,0.0002615013],"genre_scores_gemma":[0.7811756,0.008917561,0.0017674695,0.007286585,0.00030831533,0.19963503,0.00062051363,0.000045047247,0.00024389107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99463785,0.0006540558,0.0019597013,0.0008855917,0.0003155159,0.0015472607],"domain_scores_gemma":[0.9972692,0.0003898664,0.00067209534,0.0005688309,0.00032066088,0.00077932735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024878061,0.00029936567,0.00095768657,0.000891425,0.00084527594,0.00001521588,0.00016035223,0.0005261743,0.000094355826],"category_scores_gemma":[0.00012211654,0.00030987445,0.000112980306,0.002095975,0.000053923362,0.00020579404,0.00007350897,0.0010292425,0.0000072431867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007951116,0.0004135391,0.8528651,0.004081252,0.000011891484,0.000007583361,0.0023027086,0.0000026832645,0.000023288516,0.0032819111,0.0003543136,0.13657619],"study_design_scores_gemma":[0.0022839608,0.0002013559,0.9022321,0.00037402837,0.00015254239,0.000002761435,0.0028671236,0.0004044474,0.000018983597,0.000452962,0.09074072,0.00026898994],"about_ca_topic_score_codex":0.004802759,"about_ca_topic_score_gemma":0.010241008,"teacher_disagreement_score":0.18377283,"about_ca_system_score_codex":0.00067528663,"about_ca_system_score_gemma":0.0013436315,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W3150750468","doi":"10.2196/23832","title":"Older Adults’ Experiences With Using Wearable Devices: Qualitative Systematic Review and Meta-synthesis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":265,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; European Regional Development Fund; Enterprise Ireland","keywords":"Wearable computer; Generalizability theory; Wearable technology; CINAHL; PsycINFO; Qualitative research; Psychology; Applied psychology; Computer science; MEDLINE; Medicine; Psychological intervention; Nursing; Developmental psychology","score_opus":0.1708859902870827,"score_gpt":0.4741126123265921,"score_spread":0.30322662203950934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150750468","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019983304,0.99240685,0.000015171197,0.0010811574,0.000069371104,0.0059159547,0.000048909526,0.00015615123,0.000106618834],"genre_scores_gemma":[0.0002410908,0.99012655,0.0010096484,0.0008995716,0.000053269647,0.007440176,0.000007881333,0.000056716955,0.00016510347],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99152803,0.0043346663,0.0014440973,0.0010829108,0.0006294677,0.0009807956],"domain_scores_gemma":[0.9953782,0.0015087033,0.0016533968,0.0005811391,0.00023521537,0.00064333604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035504403,0.0006754635,0.0065800655,0.00026041493,0.0011783582,0.00013098944,0.00043257046,0.0005216449,0.00014423746],"category_scores_gemma":[0.00072920835,0.00043784414,0.00026201308,0.001178237,0.00077143626,0.00030282274,0.000100961624,0.0006161895,0.000008132535],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022719248,0.000040002335,6.982542e-7,0.8982984,0.00042929983,0.00000901397,0.08687971,2.7102134e-9,2.1429818e-10,0.0003253583,0.00011327904,0.01390201],"study_design_scores_gemma":[0.00015650784,0.00009123503,0.0000011394956,0.6407469,0.042990882,0.00009107919,0.2664354,0.0000010523698,3.634346e-8,0.000010580013,0.048832387,0.00064278906],"about_ca_topic_score_codex":0.0025703576,"about_ca_topic_score_gemma":0.0019517796,"teacher_disagreement_score":0.25755146,"about_ca_system_score_codex":0.00029690296,"about_ca_system_score_gemma":0.0028504187,"threshold_uncertainty_score":0.99980736},"labels":[],"label_agreement":null},{"id":"W3151498753","doi":"10.2196/25258","title":"Pain Assessment Tool With Electrodermal Activity for Postoperative Patients: Method Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Academy of Finland","keywords":"Medicine; Psychology; Physical medicine and rehabilitation","score_opus":0.061344573974488344,"score_gpt":0.4570153228233722,"score_spread":0.39567074884888387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151498753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92851746,0.00003290449,0.06574724,0.0024503039,0.00022042693,0.0020258627,0.00004534009,0.00005047707,0.0009099568],"genre_scores_gemma":[0.98959357,0.000017447972,0.0060622874,0.002890874,0.00010088124,0.00066607184,0.00024616308,0.000021680593,0.00040101036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99712616,0.0015780265,0.00026271856,0.00046818677,0.00017706034,0.00038784475],"domain_scores_gemma":[0.9989127,0.0002577129,0.00017184134,0.00017963443,0.00030584284,0.00017229498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012863957,0.00015433799,0.0002543938,0.00007382914,0.00032966142,0.000037039725,0.000035854664,0.00008396036,0.00013246544],"category_scores_gemma":[0.000045593417,0.00012975109,0.00003155691,0.00017334758,0.00001616162,0.00012740082,0.000013204004,0.00023199056,0.000004586114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019209582,0.008580264,0.085430965,0.000594491,0.00017181343,0.000011630256,0.0095780315,0.0000052201417,0.00018429205,0.0039101937,0.004777297,0.8848348],"study_design_scores_gemma":[0.0065020067,0.007953668,0.979352,0.000025507643,0.00009759685,0.0000142619365,0.0032164261,0.00027550003,0.00022196889,0.00019490503,0.0019006258,0.00024551482],"about_ca_topic_score_codex":0.00008055026,"about_ca_topic_score_gemma":0.00016054073,"teacher_disagreement_score":0.8939211,"about_ca_system_score_codex":0.0001192123,"about_ca_system_score_gemma":0.000387869,"threshold_uncertainty_score":0.5291096},"labels":[],"label_agreement":null},{"id":"W3152743342","doi":"10.2196/26387","title":"Exploring Breaks in Sedentary Behavior of Older Adults Immediately After Receiving Personalized Haptic Feedback: Intervention Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek","keywords":"Haptic technology; Intervention (counseling); Physical medicine and rehabilitation; Physical therapy; Medicine; Psychology; Multimedia; Computer science; Simulation; Nursing","score_opus":0.10471207200902392,"score_gpt":0.3871607624367832,"score_spread":0.2824486904277593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152743342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962258,0.001100271,0.000009952058,0.0011299081,0.00021717513,0.0012208713,0.000018809656,0.000031485662,0.00004575881],"genre_scores_gemma":[0.99764675,0.0009851678,0.00010824915,0.00047517882,0.0001782336,0.00048249395,0.00003629019,0.000026260488,0.00006134921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977033,0.0002573349,0.00069027144,0.00047584393,0.0003564697,0.00051673985],"domain_scores_gemma":[0.99885845,0.000109221306,0.00019929772,0.00024035848,0.00010565838,0.0004869862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049995666,0.00019398601,0.00071721285,0.000188829,0.00008950683,0.000012360246,0.000049108672,0.00007872943,0.000102468766],"category_scores_gemma":[0.000042778775,0.00018575825,0.00010552104,0.0003599084,0.000059255937,0.00027745636,0.00006403416,0.0005326048,0.0000065298304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004943444,0.017429372,0.8096803,0.011872837,0.000043859927,0.0003772201,0.036308322,2.0997562e-7,0.00026866066,0.000038224553,0.00004021994,0.11899737],"study_design_scores_gemma":[0.0068601733,0.0013707896,0.97995394,0.0015807804,0.00011051472,0.000044291235,0.009767781,0.000046726927,0.00009873086,0.000015571184,0.000024068258,0.00012660814],"about_ca_topic_score_codex":0.002149919,"about_ca_topic_score_gemma":0.0015872101,"teacher_disagreement_score":0.1702737,"about_ca_system_score_codex":0.00021045706,"about_ca_system_score_gemma":0.0003675618,"threshold_uncertainty_score":0.7575002},"labels":[],"label_agreement":null},{"id":"W3152843067","doi":"10.2196/21668","title":"Comparative Analysis of Single and Combined Antipyretics Using Patient-Generated Health Data: Retrospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Retrospective cohort study; Surgery; Internal medicine","score_opus":0.3081883626949509,"score_gpt":0.46666821332559466,"score_spread":0.15847985063064374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152843067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480796,0.0016544472,0.00019584472,0.0020989242,0.000112878246,0.0008567356,0.00018868866,0.000039375787,0.000045117842],"genre_scores_gemma":[0.99530995,0.00017632643,0.0022252405,0.0013104519,0.00006910631,0.0000069584626,0.0008567558,0.00001734933,0.000027891681],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743974,0.0003397999,0.0008629425,0.00052759936,0.0005142892,0.00031563517],"domain_scores_gemma":[0.9977823,0.00013720179,0.0005627776,0.0005154159,0.000557033,0.00044527682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006194927,0.00017868757,0.0011489306,0.00028356025,0.00019480805,0.00001535896,0.000059770875,0.00006553542,0.000028420718],"category_scores_gemma":[0.0001368758,0.00016146718,0.000032848697,0.0015231238,0.00016043567,0.00010958143,0.00009854657,0.00021726749,2.2605744e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006470016,0.0023388467,0.9800667,0.0007316937,0.0008118686,0.00001914433,0.011197999,0.00012866048,0.001610747,0.0005736218,0.00047130266,0.0014024235],"study_design_scores_gemma":[0.0023796977,0.0022769887,0.96815723,0.00009730152,0.00085395784,0.000017191545,0.004238533,0.0216367,0.000096732954,0.000026766173,0.00011899098,0.00009989794],"about_ca_topic_score_codex":0.00028337524,"about_ca_topic_score_gemma":0.00023708804,"teacher_disagreement_score":0.02150804,"about_ca_system_score_codex":0.00022131583,"about_ca_system_score_gemma":0.0010477474,"threshold_uncertainty_score":0.65844405},"labels":[],"label_agreement":null},{"id":"W3152983690","doi":"10.2196/26462","title":"Sleep Detection for Younger Adults, Healthy Older Adults, and Older Adults Living With Dementia Using Wrist Temperature and Actigraphy: Prototype Testing and Case Study Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Research Institute for Aging, University of Waterloo; University of Waterloo; University of Melbourne","keywords":"Actigraphy; Medicine; Dementia; Sleep (system call); Physical therapy; Gerontology; Physical medicine and rehabilitation; Insomnia; Psychiatry; Internal medicine","score_opus":0.02114221270587662,"score_gpt":0.3372032713984358,"score_spread":0.3160610586925592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152983690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765072,0.018441383,0.00019271813,0.00028108348,0.00019991804,0.0042387038,0.000032007552,0.000086181455,0.000020819334],"genre_scores_gemma":[0.99671376,0.00061580184,0.0012590333,0.0006439898,0.00012866883,0.000549827,0.000019598243,0.000059025664,0.000010291076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967528,0.00037266087,0.0006202294,0.0012345708,0.0002096264,0.0008101357],"domain_scores_gemma":[0.9979898,0.0003583285,0.0003840182,0.0003390944,0.00029742156,0.00063133676],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005584662,0.00042378143,0.00062089914,0.00043418555,0.0013185024,0.00013003472,0.00005006477,0.00033837845,0.000021303305],"category_scores_gemma":[0.00006608237,0.000359582,0.00005652035,0.0011966367,0.000121603494,0.00022418663,0.000050828625,0.0005923592,3.6772047e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003330258,0.0013424737,0.8522023,0.0038096262,0.0016740599,0.0002718382,0.03361504,0.0000070082892,0.000014081355,0.000009373231,0.000034601984,0.10368936],"study_design_scores_gemma":[0.011441641,0.0035904185,0.8830403,0.0007383259,0.0030807485,0.0017270991,0.09229718,0.0034623083,0.0000037267453,0.0000051780353,0.00003288595,0.00058017933],"about_ca_topic_score_codex":0.0078018387,"about_ca_topic_score_gemma":0.0091021955,"teacher_disagreement_score":0.10310918,"about_ca_system_score_codex":0.00004614852,"about_ca_system_score_gemma":0.00015135735,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W3153007974","doi":"10.2196/22748","title":"App-Based Versus Standard Six-Minute Walk Test in Pulmonary Hypertension: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Medicine; Limits of agreement; Usability; Smartphone app; Smartphone application; Bland–Altman plot; Gold standard (test); Test (biology); Pulse oximetry; Physical therapy; Internal medicine; Computer science; Multimedia; Nuclear medicine","score_opus":0.0995540658652983,"score_gpt":0.4404378304123127,"score_spread":0.3408837645470144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153007974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822052,0.0056765024,0.000026134978,0.009011826,0.0004146445,0.0015976692,0.0000660855,0.00010646197,0.0008954746],"genre_scores_gemma":[0.9897227,0.0010292646,0.0061187814,0.0021480292,0.00013555895,0.00020028453,0.00015850113,0.00004627839,0.00044056473],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961588,0.00069780374,0.00062948663,0.0008441765,0.0006946929,0.0009750535],"domain_scores_gemma":[0.99655974,0.0009848375,0.000116806914,0.0006507794,0.0003084494,0.0013794029],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011481066,0.00033385857,0.00093683467,0.0003157825,0.00030468006,0.000028614058,0.00009442874,0.00016469497,0.000102496924],"category_scores_gemma":[0.00057986786,0.0002700515,0.000095913696,0.0008195041,0.00009705372,0.000091533926,0.00010806642,0.0006170403,0.000026108188],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026131243,0.019849936,0.3798846,0.002906575,0.00019871656,0.06676772,0.0003582913,0.000004803043,0.0013278585,0.000046999754,0.0055596987,0.49696353],"study_design_scores_gemma":[0.02188074,0.0098892255,0.9499845,0.00027295807,0.00023310611,0.00084183074,0.0026095328,0.0019834952,0.000326876,0.00006763198,0.011574009,0.00033608542],"about_ca_topic_score_codex":0.000316744,"about_ca_topic_score_gemma":0.00029173415,"teacher_disagreement_score":0.5700999,"about_ca_system_score_codex":0.00032167384,"about_ca_system_score_gemma":0.0022266018,"threshold_uncertainty_score":0.99997514},"labels":[],"label_agreement":null},{"id":"W3153229544","doi":"10.2196/26442","title":"Feasibility and Acceptability of an Asthma App to Monitor Medication Adherence: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Medicine; Asthma; Inhaler; Observational study; Medication adherence; Asthma medication; mHealth; Physical therapy; Internal medicine; Psychological intervention; Psychiatry","score_opus":0.07564419251137175,"score_gpt":0.4809796304844954,"score_spread":0.40533543797312366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153229544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995036,0.0022705395,0.00021842796,0.000719862,0.00018730918,0.001407542,0.00003094995,0.00004711021,0.00008223778],"genre_scores_gemma":[0.9913759,0.00014200708,0.0075246636,0.0006473087,0.00015585744,0.00009822947,0.000021608046,0.00001335551,0.000021049978],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972954,0.00093070575,0.0005666197,0.00058124063,0.00032036152,0.00030568993],"domain_scores_gemma":[0.9975715,0.00014006413,0.0001670243,0.00053614913,0.00023100607,0.0013542144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015618308,0.0001609561,0.0005339879,0.00008227334,0.00016631666,0.000013278242,0.00006444591,0.00010301187,0.0001296695],"category_scores_gemma":[0.00037991945,0.0001304695,0.00004157487,0.00030420156,0.00012417954,0.00008800384,0.00007378769,0.00020391138,0.0000020380728],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048291605,0.0015876581,0.3263563,0.0013483876,0.000010208215,0.00000749114,0.0017707965,2.1283266e-7,0.00016381258,0.00001787455,0.00009144398,0.6681629],"study_design_scores_gemma":[0.0015478082,0.0024683194,0.9860209,0.000030162091,0.000061831255,0.000014476625,0.008450532,0.000054242406,0.00030972747,0.00011162845,0.00083671225,0.00009364218],"about_ca_topic_score_codex":0.00018533086,"about_ca_topic_score_gemma":0.0001516958,"teacher_disagreement_score":0.66806924,"about_ca_system_score_codex":0.00008169032,"about_ca_system_score_gemma":0.00082731305,"threshold_uncertainty_score":0.5320392},"labels":[],"label_agreement":null},{"id":"W3153536796","doi":"10.2196/20330","title":"mHealth Interventions for Treatment Adherence and Outcomes of Care for Cardiometabolic Disease Among Adults Living With HIV: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Fogarty International Center; National Institutes of Health; European and Developing Countries Clinical Trials Partnership; South African Medical Research Council","keywords":"mHealth; CINAHL; Psychological intervention; Medicine; MEDLINE; Scopus; eHealth; Telemedicine; Systematic review; Health care; Gerontology; Family medicine; Telehealth; Nursing","score_opus":0.08756356223005672,"score_gpt":0.45608144818126767,"score_spread":0.36851788595121093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153536796","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034633244,0.969421,0.00017002564,0.0003443758,0.000079697485,0.027827065,0.0017407009,0.00004948842,0.0000212723],"genre_scores_gemma":[0.0014520299,0.975338,0.0010156424,0.0002176063,0.00006157747,0.020022511,0.0015156843,0.00009255236,0.00028441902],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99570566,0.00035569628,0.002127326,0.0008760121,0.00026476412,0.00067051704],"domain_scores_gemma":[0.9947806,0.00086761545,0.0016651166,0.0008853733,0.0004876247,0.00131365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046758517,0.00065724854,0.0070690284,0.0003855137,0.00044764392,0.00002287717,0.00010984387,0.0002029716,0.0000063395764],"category_scores_gemma":[0.00027012543,0.00042135298,0.00091427093,0.00047512937,0.00009548771,0.00006522263,0.000041610703,0.00019688625,0.0000023539349],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041312735,0.00035084152,0.0018979318,0.89053524,0.00046203932,0.0000033929584,0.0003445276,5.2962267e-8,3.3689737e-10,0.00020797655,0.000079192905,0.10607751],"study_design_scores_gemma":[0.0018840317,0.002533052,0.0056532933,0.95149857,0.025804754,0.000050348495,0.00033877793,0.0000141323335,4.8613336e-9,0.000004176754,0.011947482,0.00027135693],"about_ca_topic_score_codex":0.0002274366,"about_ca_topic_score_gemma":0.0001492938,"teacher_disagreement_score":0.10580615,"about_ca_system_score_codex":0.0005235201,"about_ca_system_score_gemma":0.0027920837,"threshold_uncertainty_score":0.9998238},"labels":[],"label_agreement":null},{"id":"W3153643879","doi":"10.2196/26498","title":"A Mobile-Based Intervention to Increase Self-esteem in Students With Depressive Symptoms: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Mindfulness; Quality of life (healthcare); Mental health; Clinical psychology; mHealth; Psychology; Intervention (counseling); Self-esteem; Acceptance and commitment therapy; Medicine; Psychiatry; Psychotherapist","score_opus":0.02239543321922484,"score_gpt":0.42197368496548276,"score_spread":0.39957825174625794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153643879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798654,0.0016952626,0.00026514096,0.00075842737,0.0010446401,0.014305744,0.00004632688,0.00013229507,0.001886799],"genre_scores_gemma":[0.97845703,0.000029986368,0.00027270708,0.0022111947,0.00012619827,0.017537601,0.00006127033,0.00004511475,0.0012588766],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99383944,0.002304386,0.0017447983,0.0007759057,0.00049735355,0.0008380881],"domain_scores_gemma":[0.99704754,0.000755533,0.0006254151,0.0004648712,0.00016651007,0.0009401462],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021333257,0.00034768909,0.0016914541,0.00042333544,0.00016243578,0.000110667395,0.00022092181,0.00016790364,0.00018266536],"category_scores_gemma":[0.00019012902,0.00028151518,0.00029930775,0.0005313383,0.00008496679,0.00014810548,0.000092459355,0.00038955652,0.000076393946],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9759636,0.008859725,0.0038789313,0.0008659287,0.0001872709,0.00012622842,0.0015152462,0.0000072919943,5.160115e-7,0.0013486423,0.00031139085,0.0069352426],"study_design_scores_gemma":[0.9828463,0.0064668064,0.0082382625,0.0008135855,0.00019437024,0.00003548319,0.0005366124,0.00007631955,0.0000062652757,0.00016956027,0.00037543176,0.00024096451],"about_ca_topic_score_codex":0.000979047,"about_ca_topic_score_gemma":0.0009293707,"teacher_disagreement_score":0.006882752,"about_ca_system_score_codex":0.00038355906,"about_ca_system_score_gemma":0.00054933596,"threshold_uncertainty_score":0.9999637},"labels":[],"label_agreement":null},{"id":"W3153802371","doi":"10.2196/26630","title":"Authors’ Reply to: And Justice for All? There Is More to the Interoperability of Contact Tracing Apps Than Legal Barriers. Comment on “COVID-19 Contact Tracing Apps: A Technologic Tower of Babel and the Gap for International Pandemic Control”","year":2021,"lang":"en","type":"letter","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Interoperability; Coronavirus disease 2019 (COVID-19); Tracing; Internet privacy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Economic Justice; Computer science; Medicine; World Wide Web; Political science; Virology; Law; Infectious disease (medical specialty)","score_opus":0.08334776494281754,"score_gpt":0.38631655552953964,"score_spread":0.3029687905867221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153802371","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034226324,0.001287421,0.08155036,0.87536556,0.00066602573,0.006042119,0.00071630895,0.00009416601,0.000051709234],"genre_scores_gemma":[0.52434397,0.000122027464,0.0005806802,0.4740505,0.00023865506,0.00057856657,0.00002288263,0.000025169573,0.000037557922],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99546933,0.00041236056,0.0013640241,0.0013317422,0.0005943459,0.0008281737],"domain_scores_gemma":[0.9922488,0.004888556,0.00085557415,0.0010507582,0.0003989052,0.000557412],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035914776,0.00057264674,0.0012946659,0.0002955759,0.0005290191,0.00034985444,0.001144859,0.00042441013,0.00000537693],"category_scores_gemma":[0.0023587581,0.00036417393,0.0002450488,0.00027981595,0.00019391936,0.00031233634,0.0003777856,0.001323839,2.855155e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020998051,0.0007793345,0.0062278905,0.060939513,0.0018321833,0.000119853474,0.13120809,0.0002967794,0.0004096583,0.044983972,0.6365301,0.09567455],"study_design_scores_gemma":[0.020773828,0.008137558,0.004366785,0.0049903137,0.0009107865,0.00020365685,0.010987676,0.026998997,0.00018776717,0.003409934,0.9173341,0.001698643],"about_ca_topic_score_codex":0.0013939682,"about_ca_topic_score_gemma":0.00029568886,"teacher_disagreement_score":0.49011764,"about_ca_system_score_codex":0.0005572842,"about_ca_system_score_gemma":0.0011080508,"threshold_uncertainty_score":0.999881},"labels":[],"label_agreement":null},{"id":"W3153884400","doi":"10.2196/25668","title":"Baby Buddy App for Breastfeeding and Behavior Change: Retrospective Study of the App Using the Behavior Change Wheel","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Faculty of Medicine and Health, University of Sydney; University of Sydney; UNICEF","keywords":"Breastfeeding; Disadvantaged; Intervention (counseling); Behavior change; Nursing; Medicine; Breast feeding; Psychological intervention; Psychology; Developmental psychology; Pediatrics; Social psychology","score_opus":0.14685240150727216,"score_gpt":0.42216446276681147,"score_spread":0.27531206125953933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153884400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98068017,0.0025749316,0.000003967275,0.009970022,0.00044736796,0.006179488,0.00006212837,0.000033412303,0.000048537087],"genre_scores_gemma":[0.9929613,0.0004887701,0.00022881641,0.0020860173,0.0007709801,0.0033630303,0.0000065390163,0.00003194597,0.00006260424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998046,0.00012875679,0.00045658488,0.00047040934,0.00040014336,0.0004981246],"domain_scores_gemma":[0.9984858,0.00009969608,0.00046297332,0.00036471136,0.00029300796,0.00029379732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007913153,0.00022532944,0.00049438776,0.00007886822,0.0007343766,0.00005343076,0.00011863438,0.0001240822,0.00001906216],"category_scores_gemma":[0.00007378428,0.000138814,0.00007189796,0.00038794262,0.00016057122,0.00026983127,0.00013551781,0.00043957014,3.4867824e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035949564,0.0016455109,0.8320724,0.0014914486,0.00004791874,0.000013511838,0.015811281,1.04022384e-7,0.00044743437,0.00025008424,0.00017101261,0.14768979],"study_design_scores_gemma":[0.0019287021,0.0011092711,0.9867398,0.00021293288,0.0009122115,0.00038324922,0.00748706,0.00015470118,0.000039906077,0.0000145537815,0.0008917386,0.00012587987],"about_ca_topic_score_codex":0.002382102,"about_ca_topic_score_gemma":0.00042414153,"teacher_disagreement_score":0.15466739,"about_ca_system_score_codex":0.00010831605,"about_ca_system_score_gemma":0.00025312637,"threshold_uncertainty_score":0.56606704},"labels":[],"label_agreement":null},{"id":"W3154024252","doi":"10.2196/25377","title":"Measuring the Quality of Clinical Skills Mobile Apps for Student Learning: Systematic Search, Analysis, and Comparison of Two Measurement Scales","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Otago","keywords":"Mobile apps; Quality (philosophy); mHealth; Mobile device; Computer science; Mobile technology; Psychology; Medical education; Multimedia; World Wide Web; Medicine; Psychological intervention","score_opus":0.4880697257710481,"score_gpt":0.6480237604189564,"score_spread":0.15995403464790825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154024252","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048832763,0.9644852,0.00095819746,0.00019240967,0.0003704022,0.02874766,0.0002289018,0.000053617627,0.00008030683],"genre_scores_gemma":[0.03270636,0.9398211,0.00055943977,0.00019956661,0.0003059559,0.026044335,0.00020925014,0.00007214551,0.00008181695],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9698579,0.014345006,0.011586734,0.0011966426,0.00159698,0.0014167866],"domain_scores_gemma":[0.9761533,0.011397117,0.008158706,0.0013359227,0.0014977492,0.0014571913],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03959459,0.00064506545,0.009979036,0.0005367707,0.0018056608,0.00002149712,0.00055579975,0.0007152684,0.00001833912],"category_scores_gemma":[0.0017355517,0.00043458544,0.00094821287,0.0013584003,0.0003622559,0.000052684696,0.00032185664,0.0026094387,0.0000061603446],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000435341,0.00063385797,0.022082744,0.7183448,0.0005395888,1.6321755e-7,0.0014143815,0.000008525885,7.333586e-8,0.0021225635,0.00020352066,0.25460622],"study_design_scores_gemma":[0.0074889814,0.0023326364,0.059210554,0.24142961,0.022086859,0.000009140371,0.019829517,0.00053943536,8.7855864e-7,0.00017019246,0.6454132,0.0014889614],"about_ca_topic_score_codex":0.0008530935,"about_ca_topic_score_gemma":0.0017383419,"teacher_disagreement_score":0.6452097,"about_ca_system_score_codex":0.00045697295,"about_ca_system_score_gemma":0.006597528,"threshold_uncertainty_score":0.9998106},"labels":[],"label_agreement":null},{"id":"W3154169492","doi":"10.2196/21177","title":"Developing Messaging Content for a Physical Activity Smartphone App Tailored to Low-Income Patients: User-Centered Design and Crowdsourcing Approach","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Crowdsourcing; mHealth; Usability; Psychological intervention; Card sorting; Applied psychology; Behavior change; Psychology; Computer science; Health literacy; Behavior change methods; Internet privacy; World Wide Web; Task (project management); Human–computer interaction; Social psychology; Health care","score_opus":0.15761638241986478,"score_gpt":0.4403710697630613,"score_spread":0.28275468734319653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154169492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82241726,0.00047603017,0.15739867,0.0076509956,0.00037702074,0.0111864535,0.00010533973,0.00022263391,0.00016561507],"genre_scores_gemma":[0.9387667,0.00061727565,0.033252485,0.009654918,0.0004431109,0.01666548,0.00015959018,0.00010291019,0.00033748854],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9941571,0.0009915705,0.0011048745,0.0012476199,0.00039686335,0.002101968],"domain_scores_gemma":[0.9946405,0.001284604,0.00063070806,0.0005899276,0.0006187132,0.002235516],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016260438,0.00047758882,0.0010567474,0.0002463548,0.0028846476,0.000049476806,0.0001925366,0.00029664612,0.000010097894],"category_scores_gemma":[0.00038386128,0.0004594698,0.000086578395,0.00064622506,0.000087461325,0.00022667764,0.00025965023,0.0008946989,0.000021698856],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010641621,0.0064305896,0.2744367,0.1328648,0.00020999326,0.00001572615,0.034336906,0.00016547735,0.000869635,0.06413015,0.025200484,0.4506979],"study_design_scores_gemma":[0.01859355,0.0014633784,0.8910464,0.0021105518,0.00019667536,0.000019253128,0.005861005,0.010480658,0.0002626184,0.0013784901,0.067102276,0.0014851203],"about_ca_topic_score_codex":0.0002990161,"about_ca_topic_score_gemma":0.00011340173,"teacher_disagreement_score":0.6166097,"about_ca_system_score_codex":0.00077551353,"about_ca_system_score_gemma":0.003046103,"threshold_uncertainty_score":0.9997857},"labels":[],"label_agreement":null},{"id":"W3154268792","doi":"10.2196/22909","title":"Digital Natives’ Preferences on Mobile Artificial Intelligence Apps for Skin Cancer Diagnostics: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Gesundheit; Deutsches Krebsforschungszentrum","keywords":"Computer science; mHealth; Artificial intelligence; Data science; Internet privacy; Psychology","score_opus":0.11373876227094044,"score_gpt":0.4204883448324724,"score_spread":0.30674958256153195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154268792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936351,0.00084641937,0.0004564016,0.0007498175,0.00053782907,0.0026124783,0.00019433851,0.000059624654,0.00090800057],"genre_scores_gemma":[0.995389,0.0016582058,0.000055363147,0.00080797967,0.0002277633,0.0007465954,0.00008394524,0.000018010955,0.0010131614],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99846685,0.000105102554,0.00038730717,0.00044803615,0.0002476621,0.000345049],"domain_scores_gemma":[0.99868655,0.0004917874,0.000116162555,0.00019889938,0.00017733853,0.0003292503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036308862,0.00015937723,0.00032728194,0.00010280214,0.00020742479,0.00006594982,0.0000508232,0.000056541623,0.00008737036],"category_scores_gemma":[0.00025807632,0.00013566035,0.00004165297,0.00023380682,0.000044787528,0.000044542805,0.00003734468,0.00018578081,0.000016361335],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013927127,0.0024826368,0.02727034,0.0009794364,0.0000728402,0.000045566914,0.0022775987,0.000023050301,0.0000039846773,0.00072731834,0.0022342193,0.9624903],"study_design_scores_gemma":[0.002886618,0.025231455,0.8721711,0.00054534903,0.00032985397,0.000099961086,0.032868378,0.0016593046,0.00081031467,0.0024262269,0.0600815,0.0008899266],"about_ca_topic_score_codex":0.0002603321,"about_ca_topic_score_gemma":0.0022193128,"teacher_disagreement_score":0.96160036,"about_ca_system_score_codex":0.00011906969,"about_ca_system_score_gemma":0.0004008466,"threshold_uncertainty_score":0.55320686},"labels":[],"label_agreement":null},{"id":"W3154495610","doi":"10.2196/22929","title":"Meal-time Smartphone Use in an Obesogenic Environment: Two Longitudinal Observational Studies","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meal; Phone; Mobile phone; mHealth; Observational study; Psychology; Experience sampling method; Medicine; Social psychology; Psychological intervention; Computer science","score_opus":0.17764779488156082,"score_gpt":0.4053897771890354,"score_spread":0.22774198230747458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154495610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99369127,0.0021237484,0.0000039266306,0.003473926,0.000099487275,0.00045124468,0.00003657835,0.00004907419,0.0000707673],"genre_scores_gemma":[0.9942653,0.0017506457,0.00092012156,0.0020055387,0.0003745097,0.00006374124,0.00016563045,0.000030443396,0.00042403603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975778,0.00023800318,0.00047633165,0.0006396862,0.0004505365,0.0006176654],"domain_scores_gemma":[0.9984351,0.0002750864,0.00014313504,0.00039486767,0.00010559084,0.00064623496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039534247,0.00024743675,0.0006904816,0.000104443374,0.00019432067,0.000027815104,0.000062694504,0.000087607,0.00011982398],"category_scores_gemma":[0.00009984589,0.00023404195,0.00006799033,0.0003009818,0.00014070405,0.00036196646,0.00011805047,0.00041703504,0.00007833661],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019971412,0.0055076745,0.98848945,0.00095568044,0.000047694946,0.00012956167,0.0005058722,0.000012409916,0.0005023149,0.0010300641,0.0005419962,0.0020775532],"study_design_scores_gemma":[0.0022431312,0.0005733512,0.99463654,0.00009989845,0.000081621096,0.00005002322,0.00013030694,0.0003758407,0.00012038692,0.0009733817,0.00054000673,0.0001755349],"about_ca_topic_score_codex":0.00020310046,"about_ca_topic_score_gemma":0.0006066323,"teacher_disagreement_score":0.0061470536,"about_ca_system_score_codex":0.0003615374,"about_ca_system_score_gemma":0.0004408915,"threshold_uncertainty_score":0.95439535},"labels":[],"label_agreement":null},{"id":"W3154825833","doi":"10.2196/21831","title":"Influence Mechanism of the Affordances of Chronic Disease Management Apps on Continuance Intention: Questionnaire Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Gratification; Continuance; Affordance; Psychology; Social psychology; Empowerment","score_opus":0.0411929972285115,"score_gpt":0.42972222761187473,"score_spread":0.38852923038336323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154825833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796701,0.003915638,0.00037509113,0.006271049,0.0006977431,0.007736427,0.00008462309,0.000070936425,0.0011783704],"genre_scores_gemma":[0.98624134,0.0051266337,0.00014577265,0.0026438306,0.00014736426,0.004947073,0.000014141889,0.000024337558,0.0007095053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9957856,0.0008979326,0.0014554363,0.0005804281,0.0005195272,0.00076106953],"domain_scores_gemma":[0.99658805,0.00021794676,0.0010919046,0.0009601199,0.00043508539,0.0007068902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011950891,0.00023419008,0.0005336956,0.00012060385,0.0011372289,0.000005249724,0.000294085,0.00011707046,0.000046974703],"category_scores_gemma":[0.00013842016,0.00018030913,0.0000802253,0.00068386336,0.00016073197,0.000088812914,0.00019173171,0.00062768784,0.000018159106],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078513887,0.0025964554,0.20499493,0.04133518,0.000052139683,0.000011525721,0.0026560652,0.00008476953,0.000033750737,0.6858526,0.0021302823,0.05946716],"study_design_scores_gemma":[0.0024692854,0.00062270224,0.9754622,0.00279386,0.00010295824,0.000002104682,0.00278297,0.00017062546,0.000029317798,0.0062854993,0.009110574,0.00016791302],"about_ca_topic_score_codex":0.0002792849,"about_ca_topic_score_gemma":0.00080677914,"teacher_disagreement_score":0.7704673,"about_ca_system_score_codex":0.00029286757,"about_ca_system_score_gemma":0.0024130302,"threshold_uncertainty_score":0.87467605},"labels":[],"label_agreement":null},{"id":"W3154964385","doi":"10.2196/26098","title":"The Value of Mobile Health in Improving Breastfeeding Outcomes Among Perinatal or Postpartum Women: Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Fujian Province","keywords":"Breastfeeding; Medicine; mHealth; Psychological intervention; Overweight; Randomized controlled trial; Breast feeding; Breast milk; Obstetrics; Obesity; Pediatrics; Nursing","score_opus":0.10998730853825775,"score_gpt":0.4573487173126151,"score_spread":0.3473614087743574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154964385","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018521641,0.9722252,0.0000027212368,0.004229183,0.00009260303,0.023063945,0.00016624994,0.000016430658,0.000018464787],"genre_scores_gemma":[0.002015443,0.9872893,0.00008522622,0.0010147239,0.000034403816,0.009270491,0.000038787646,0.000040302366,0.00021129756],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9782872,0.008980425,0.01056427,0.00069656025,0.000702484,0.0007690307],"domain_scores_gemma":[0.9651543,0.01850098,0.014694077,0.0006918105,0.00033864393,0.0006201851],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.059765905,0.00074223103,0.08032683,0.0008129587,0.00023636926,0.000080508515,0.0002341642,0.00026353938,0.000081842016],"category_scores_gemma":[0.0113890795,0.0003029106,0.0048131575,0.0013875847,0.00033051037,0.00017240664,0.00012030972,0.0007351831,3.144521e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003292105,0.00009902603,0.000020039159,0.9033755,0.07416228,0.000004203169,0.00043612946,2.8517536e-7,8.568941e-9,0.0002221183,0.000012848412,0.018375454],"study_design_scores_gemma":[0.028544432,0.00067017373,0.00013485245,0.092728905,0.8759058,0.00013076213,0.0006481667,0.00007958063,1.3084764e-8,0.0000041699163,0.0009003913,0.00025275382],"about_ca_topic_score_codex":0.0013171432,"about_ca_topic_score_gemma":0.0000899065,"teacher_disagreement_score":0.8106466,"about_ca_system_score_codex":0.00024630936,"about_ca_system_score_gemma":0.002739,"threshold_uncertainty_score":0.9999423},"labels":[],"label_agreement":null},{"id":"W3155070166","doi":"10.2196/27342","title":"On-site Dining in Tokyo During the COVID-19 Pandemic: Time Series Analysis Using Mobile Phone Location Data","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tohoku Medical and Pharmaceutical University; World Health Organization","keywords":"Population; Demography; Metropolitan area; Pandemic; Public health; Gerontology; Medicine; Geography; Statistics; Coronavirus disease 2019 (COVID-19); Mathematics; Sociology","score_opus":0.3763255999656096,"score_gpt":0.508288493601638,"score_spread":0.13196289363602837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155070166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911485,0.0018725003,0.0022288177,0.0039669485,0.00004968581,0.0004895599,0.00009296397,0.00010048151,0.000050588365],"genre_scores_gemma":[0.99012613,0.0017908408,0.0020181853,0.0055372003,0.00012256413,0.00008631333,0.00009948494,0.000019400952,0.00019986703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971084,0.00067996467,0.000730882,0.0006731517,0.00025059414,0.0005569996],"domain_scores_gemma":[0.9948736,0.0035533211,0.0003517139,0.0008429236,0.00006810406,0.00031037672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027255071,0.00021468663,0.0006976014,0.00015230155,0.0006999902,0.000040153544,0.00023740044,0.00011480271,0.000102175996],"category_scores_gemma":[0.0039582606,0.00015229196,0.00005450574,0.0013648176,0.00011555844,0.00015248406,0.00043063713,0.00037761097,0.000013463602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057130284,0.00049609866,0.962207,0.006704962,0.00029093144,0.000065184075,0.010783459,0.008939894,0.00019707807,0.0029661905,0.0037962713,0.0029816227],"study_design_scores_gemma":[0.004826993,0.0005616729,0.83885723,0.0005673748,0.0015716471,0.00019563297,0.006795772,0.08604523,0.000038439724,0.043242097,0.015704421,0.0015934806],"about_ca_topic_score_codex":0.0010155736,"about_ca_topic_score_gemma":0.0028441842,"teacher_disagreement_score":0.12334976,"about_ca_system_score_codex":0.0005556568,"about_ca_system_score_gemma":0.00048852235,"threshold_uncertainty_score":0.6210286},"labels":[],"label_agreement":null},{"id":"W3155114857","doi":"10.2196/26218","title":"And Justice for All? There Is More to the Interoperability of Contact Tracing Apps Than Legal Barriers. Comment on “COVID-19 Contact Tracing Apps: A Technologic Tower of Babel and the Gap for International Pandemic Control”","year":2021,"lang":"en","type":"letter","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Coronavirus disease 2019 (COVID-19); Interoperability; Internet privacy; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Tower of Babel; Economic Justice; Tracing; Computer science; Computer security; Medicine; World Wide Web; Political science; Virology; Law; Geography; Infectious disease (medical specialty); Pathology","score_opus":0.07906350509295759,"score_gpt":0.3788395437337378,"score_spread":0.2997760386407802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155114857","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040626284,0.0024786254,0.07364129,0.8760812,0.0005926694,0.0056224726,0.00080081314,0.00009020847,0.00006638486],"genre_scores_gemma":[0.5825687,0.00025061666,0.0003568757,0.41602188,0.000233758,0.00049259345,0.000027470558,0.000023730452,0.000024362278],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597716,0.00036148116,0.0012189604,0.0011326895,0.00054434774,0.0007653848],"domain_scores_gemma":[0.99239314,0.0051129865,0.00086498435,0.00087535195,0.00034853595,0.00040503097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027284627,0.00054709084,0.0012390737,0.0002481915,0.000499812,0.00030679646,0.0010597839,0.0004453299,0.0000057058114],"category_scores_gemma":[0.0014244538,0.00034073592,0.00024348445,0.00021618312,0.00024415174,0.00032739693,0.0003149729,0.0012748347,2.0847729e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026605904,0.0012613841,0.01132556,0.11664532,0.003109654,0.00016390994,0.13889894,0.00033859338,0.0005326514,0.082580745,0.47108713,0.14745022],"study_design_scores_gemma":[0.04324165,0.0104731135,0.0060782344,0.007152988,0.0016495391,0.00033630748,0.017637804,0.06189549,0.00026651303,0.00659268,0.8420858,0.002589918],"about_ca_topic_score_codex":0.000991679,"about_ca_topic_score_gemma":0.0003041383,"teacher_disagreement_score":0.5419424,"about_ca_system_score_codex":0.0004833798,"about_ca_system_score_gemma":0.0010716065,"threshold_uncertainty_score":0.99990445},"labels":[],"label_agreement":null},{"id":"W3155130732","doi":"10.2196/19564","title":"Usability of a Mobile App for Real-Time Assessment of Fatigue and Related Symptoms in Patients With Multiple Sclerosis: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Medicine; Mood; Depression (economics); Observational study; Quality of life (healthcare); Circadian rhythm; Disease; Physical therapy; Physical medicine and rehabilitation; Clinical psychology; Internal medicine; Psychiatry","score_opus":0.14425794073239026,"score_gpt":0.42165552906909864,"score_spread":0.27739758833670836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155130732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950998,0.00019662846,0.000010112569,0.0002576729,0.000020659689,0.0042033703,0.00014276082,0.000016364202,0.000052632255],"genre_scores_gemma":[0.9966194,0.00042946934,0.0020625384,0.000038671904,0.000012269913,0.0006706377,0.00012657585,0.000015989785,0.000024458273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773115,0.00020541849,0.00079158857,0.00042325867,0.0005009971,0.00034759878],"domain_scores_gemma":[0.99806297,0.00055667025,0.00028199411,0.00028097353,0.00056220486,0.0002551963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009083321,0.0001525991,0.00071156735,0.00011792847,0.00010736309,0.000006210659,0.00004517713,0.00006931803,0.000016779975],"category_scores_gemma":[0.00030904228,0.00012044168,0.000034387518,0.00037471365,0.00016013086,0.000077227196,0.00007234827,0.00017774277,1.3466494e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008009122,0.0028697792,0.98685306,0.0026079384,0.00006871925,5.4269043e-7,0.0013595022,0.000016367127,0.00026150935,0.000022708908,0.000041042214,0.0050978893],"study_design_scores_gemma":[0.012154112,0.0040905713,0.9804809,0.00038202901,0.000047140802,4.3922947e-7,0.0008731438,0.0018458477,0.00002688111,0.00001163924,0.000007936337,0.000079368794],"about_ca_topic_score_codex":0.00045742575,"about_ca_topic_score_gemma":0.0002066955,"teacher_disagreement_score":0.011353199,"about_ca_system_score_codex":0.00015283529,"about_ca_system_score_gemma":0.0007536309,"threshold_uncertainty_score":0.4911469},"labels":[],"label_agreement":null},{"id":"W3155522561","doi":"10.2196/15641","title":"A Smart Shoe Insole to Monitor Frail Older Adults’ Walking Speed: Results of Two Evaluation Phases Completed in a Living Lab and Through a 12-Week Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Preprint; Physical medicine and rehabilitation; Physical therapy; Psychology; Medicine; Gerontology; Simulation; Engineering; Computer science","score_opus":0.13828756267634768,"score_gpt":0.45970247599728753,"score_spread":0.32141491332093985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155522561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917675,0.0016744225,0.00004684113,0.0012236242,0.00044826607,0.0039824243,0.0001059182,0.000060586386,0.00069038244],"genre_scores_gemma":[0.9962462,0.0006863306,0.00068100286,0.0014991893,0.0002873688,0.00035028404,0.00008758588,0.00003289905,0.00012910328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99434733,0.0021986163,0.0014001157,0.00072567124,0.00053337414,0.00079489395],"domain_scores_gemma":[0.9974557,0.0008270306,0.00055799977,0.00039655916,0.00038634,0.00037637536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032488457,0.00026097632,0.00067926117,0.00021923672,0.0006056934,0.000020658756,0.00010959899,0.00011424704,0.000028251392],"category_scores_gemma":[0.0005331808,0.0002555205,0.000032199638,0.0005984514,0.000045208533,0.0002303071,0.00017679727,0.00063348043,0.000009277597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005540947,0.018066633,0.61599004,0.008471919,0.000080941405,0.000032363583,0.22540343,0.0000055684995,0.0014956641,0.0002671079,0.0042649126,0.12038046],"study_design_scores_gemma":[0.012393326,0.0025972647,0.9581264,0.003076614,0.000057974426,0.000003981683,0.021972505,0.001106743,0.0000023328537,0.00016151671,0.00029420963,0.00020712968],"about_ca_topic_score_codex":0.008342183,"about_ca_topic_score_gemma":0.021167632,"teacher_disagreement_score":0.34213635,"about_ca_system_score_codex":0.00025053634,"about_ca_system_score_gemma":0.0007814418,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W3155627233","doi":"10.2196/27502","title":"Chemotherapy-Induced Peripheral Neuropathy Detection via a Smartphone App: Cross-sectional Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer Treatment and Pharmacology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Peripheral neuropathy; Preprint; Medicine; Cross-sectional study; Smartphone app; mHealth; Computer science; Internet privacy; World Wide Web; Psychological intervention; Psychiatry; Pathology","score_opus":0.07611310804354308,"score_gpt":0.41649403263922335,"score_spread":0.34038092459568026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155627233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995721,0.000690384,0.000055736222,0.0011199997,0.0009636851,0.000960452,0.0000079152505,0.0001256016,0.00035523702],"genre_scores_gemma":[0.99304354,0.00035297635,0.000049357222,0.004450097,0.00094275386,0.00018803567,0.000030756757,0.000035012312,0.00090744975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823934,0.00017016474,0.0003840909,0.0005149473,0.000245425,0.0004460152],"domain_scores_gemma":[0.9990274,0.00004605233,0.00012027488,0.00020517308,0.00013237745,0.0004687638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002597821,0.00020558953,0.00036287803,0.00009128384,0.00037370485,0.00003491123,0.000036368394,0.00006942946,0.00037283124],"category_scores_gemma":[0.000011072909,0.0001908506,0.000052774445,0.00030299716,0.00004551883,0.00006949806,0.000024101015,0.00037976506,0.000018021045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008037029,0.0061753867,0.90849245,0.0006335237,0.00011226455,0.00019974133,0.0014945912,0.0000014127316,0.030443808,0.000008845178,0.00030547506,0.0440955],"study_design_scores_gemma":[0.009177929,0.012538523,0.97488725,0.000007972388,0.00007196852,0.0004477592,0.000103057006,0.00010861746,0.0009656247,0.000023072342,0.001542404,0.00012580567],"about_ca_topic_score_codex":0.0005478452,"about_ca_topic_score_gemma":0.00055568427,"teacher_disagreement_score":0.06639484,"about_ca_system_score_codex":0.0002912933,"about_ca_system_score_gemma":0.0005767205,"threshold_uncertainty_score":0.77826613},"labels":[],"label_agreement":null},{"id":"W3155998765","doi":"10.2196/21586","title":"Designing an App to Overcome Language Barriers in the Delivery of Emergency Medical Services: Participatory Development Process","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesamt für Landwirtschaft; Bundesministerium für Ernährung und Landwirtschaft","keywords":"Process (computing); Conversation; Language barrier; USable; Computer science; Participatory design; Health care; Citizen journalism; Medicine; World Wide Web; Psychology; Engineering","score_opus":0.0497087579595886,"score_gpt":0.40759375547508897,"score_spread":0.35788499751550035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155998765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99642056,0.0014585619,0.00005611731,0.0012952348,0.00023457894,0.0003859105,0.0000031444438,0.000017847222,0.0001280324],"genre_scores_gemma":[0.99615604,0.0003055938,0.0003609307,0.0029042738,0.00014102894,0.000079058176,0.000033125805,0.000009923014,0.000010049076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840814,0.00018884132,0.00040794333,0.00021741232,0.00046860732,0.00030906688],"domain_scores_gemma":[0.9989814,0.00005092875,0.00007541547,0.0001617555,0.00008679845,0.00064369617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010334562,0.000094561234,0.00024199086,0.000082636616,0.00011296953,0.000005576276,0.00006834863,0.00008027977,0.00005951981],"category_scores_gemma":[0.00006909,0.000068120724,0.000026712127,0.00035253773,0.000020564763,0.000061047685,0.000021548694,0.00018803157,0.0000031516488],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005359891,0.00038811582,0.59505254,0.011934377,0.0000344708,0.00019874652,0.3541283,0.000022260087,0.0006725468,0.00011793909,0.00037002683,0.036544684],"study_design_scores_gemma":[0.0010525144,0.00016567225,0.9376828,0.0004592355,0.000042878382,0.000013298368,0.058635864,0.00022141112,0.0004015756,0.00003308256,0.0011644583,0.00012719407],"about_ca_topic_score_codex":0.0001607078,"about_ca_topic_score_gemma":0.00071396265,"teacher_disagreement_score":0.34263027,"about_ca_system_score_codex":0.000051299223,"about_ca_system_score_gemma":0.0015767638,"threshold_uncertainty_score":0.27971113},"labels":[],"label_agreement":null},{"id":"W3156057106","doi":"10.2196/24271","title":"A Patient-Oriented App (ThessHF) to Improve Self-Care Quality in Heart Failure: From Evidence-Based Design to Pilot Study","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hellenic Society of Cardiology","keywords":"mHealth; Usability; Psychological intervention; Medicine; Quality of life (healthcare); System usability scale; eHealth; Health care; Nursing; Heuristic evaluation; Computer science","score_opus":0.16728118070666126,"score_gpt":0.44402472164003437,"score_spread":0.2767435409333731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156057106","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012785525,0.9488808,0.0002593695,0.0077102203,0.00039665512,0.029583806,0.00011401446,0.0002588728,0.000010723563],"genre_scores_gemma":[0.01599451,0.9313232,0.031487152,0.009163929,0.00055575767,0.010603877,0.0005819355,0.0002079151,0.00008177724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922722,0.0021228075,0.0018396596,0.0017524614,0.0008671646,0.0011456875],"domain_scores_gemma":[0.99547434,0.0007808831,0.00040785616,0.0012400318,0.00023219951,0.001864694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014033373,0.0008729287,0.0037723726,0.0006965783,0.0002174219,0.0000729438,0.00016579087,0.00022990936,0.00006488087],"category_scores_gemma":[0.00023319056,0.0007006456,0.00023783102,0.0014535367,0.000024484916,0.000104807244,0.000159622,0.0007442349,0.00014211239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013362803,0.0069045057,0.00473753,0.07009811,0.0003470808,0.00021203453,0.0086624585,0.0000018863342,0.000001404344,0.000036916,0.016395442,0.89126635],"study_design_scores_gemma":[0.0029623765,0.019483652,0.0038908909,0.024537811,0.0013535225,0.0000039830093,0.0026024026,0.000003639117,0.0000018188402,0.0000022897948,0.94453925,0.0006183805],"about_ca_topic_score_codex":0.0031957917,"about_ca_topic_score_gemma":0.0013223856,"teacher_disagreement_score":0.9281438,"about_ca_system_score_codex":0.0015439374,"about_ca_system_score_gemma":0.0032858895,"threshold_uncertainty_score":0.99954444},"labels":[],"label_agreement":null},{"id":"W3156171798","doi":"10.2196/20199","title":"Efficacy of Short Message Service Text Messaging Interventions for Postoperative Pain Management: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Psychological intervention; Systematic review; Medicine; Pain management; Interventional pain management; Health care; Intervention (counseling); mHealth; Telemedicine; MEDLINE; Nursing; Physical therapy","score_opus":0.11366755299255704,"score_gpt":0.4541779426062671,"score_spread":0.34051038961371005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156171798","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006358999,0.97944325,0.0005162458,0.0012928286,0.00010102802,0.017601484,0.000067679066,0.00006261587,0.00090848043],"genre_scores_gemma":[0.0000253718,0.98855287,0.00078540895,0.005350585,0.00007275303,0.0025668554,0.0010227817,0.00008130971,0.0015420545],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9948405,0.0011445609,0.002348993,0.00070406124,0.00037772264,0.00058418344],"domain_scores_gemma":[0.9969154,0.00069339195,0.00090284244,0.0008518273,0.00023136905,0.00040519793],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004573726,0.00055706734,0.005287826,0.00042316958,0.00021398684,0.00003424962,0.0002620748,0.00018607342,0.00006023686],"category_scores_gemma":[0.00032927303,0.00042753087,0.0009549983,0.00089077005,0.000040121384,0.000070050424,0.00015969439,0.00042376373,0.000009961186],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013547642,0.00022044097,0.0000031125817,0.896543,0.0005237378,0.00002148149,0.000111171925,3.5522987e-8,8.227233e-9,0.0012974516,0.004119543,0.09714646],"study_design_scores_gemma":[0.00060322235,0.00019635823,0.00004927097,0.80894655,0.013421826,0.0000139632075,0.00022572419,0.000025492825,1.8468967e-8,0.0000065872964,0.17627111,0.00023988425],"about_ca_topic_score_codex":0.000010860602,"about_ca_topic_score_gemma":0.000008932963,"teacher_disagreement_score":0.17215157,"about_ca_system_score_codex":0.00020940334,"about_ca_system_score_gemma":0.00040264713,"threshold_uncertainty_score":0.99981767},"labels":[],"label_agreement":null},{"id":"W3156200133","doi":"10.2196/25496","title":"The Potential of mHealth as a Game Changer for the Management of Sickle Cell Disease in India","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Indian Council of Medical Research","keywords":"mHealth; Disease; Medicine; Disease management; Telemedicine; eHealth; Digital health; Quality of life (healthcare); Intensive care medicine; Internet privacy; Health care; Computer science; Psychiatry; Psychological intervention; Internal medicine; Nursing","score_opus":0.017447500902171738,"score_gpt":0.3239926222429943,"score_spread":0.30654512134082257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156200133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414311,0.034923393,0.000075924356,0.020043952,0.00029402805,0.0021313801,0.000049609902,0.000013983816,0.0010366247],"genre_scores_gemma":[0.9573357,0.039985754,0.00011403987,0.0015896589,0.00006393514,0.00012198205,0.000023044206,0.00001733307,0.0007485243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99846715,0.00008194812,0.00049453706,0.00023319981,0.00025454268,0.00046860482],"domain_scores_gemma":[0.9988944,0.00012234299,0.00022130868,0.00033068506,0.00008544649,0.00034580095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005655043,0.00012432413,0.0003011821,0.00006440608,0.00018303804,0.00000772958,0.00008568059,0.00007929206,0.000021434513],"category_scores_gemma":[0.000019507552,0.000072872164,0.00008632334,0.00030309017,0.00012182298,0.000021661996,0.000051640018,0.000226857,0.0000023272785],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022668565,0.007791575,0.0501829,0.18362136,0.0007159313,0.000638975,0.0194418,0.00027743215,0.00042609026,0.051138945,0.013228978,0.6498674],"study_design_scores_gemma":[0.01026485,0.0013677834,0.93307644,0.00091874995,0.0006353275,0.0000272535,0.012556907,0.002246808,0.00013397165,0.0019093226,0.03663424,0.00022832611],"about_ca_topic_score_codex":0.00019261922,"about_ca_topic_score_gemma":0.000025248006,"teacher_disagreement_score":0.88289356,"about_ca_system_score_codex":0.000050470655,"about_ca_system_score_gemma":0.000747559,"threshold_uncertainty_score":0.29716405},"labels":[],"label_agreement":null},{"id":"W3156351299","doi":"10.2196/26469","title":"Feasibility of a Waistband-Type Wireless Wearable Electrocardiogram Monitoring System Based on a Textile Electrode: Development and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Science, ICT and Future Planning; National Research Foundation","keywords":"Wearable computer; Wireless; Usability; Wearable technology; Computer science; Bluetooth; Simulation; Biomedical engineering; Embedded system; Engineering; Telecommunications; Human–computer interaction","score_opus":0.04048947622002642,"score_gpt":0.32050931880687505,"score_spread":0.28001984258684864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156351299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961743,0.0016954119,0.00034864098,0.000019027117,0.00033257692,0.0009460237,0.0000052669957,0.0002158611,0.00026290346],"genre_scores_gemma":[0.99873805,0.00014362142,0.00080080074,0.000011697543,0.00013558095,0.000116669165,0.000004349907,0.000041830062,0.0000074086647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751526,0.0002188603,0.00060692715,0.0005639704,0.00039505813,0.0006999132],"domain_scores_gemma":[0.99870604,0.00018390261,0.00009827745,0.00043830043,0.00015915296,0.0004143055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087887055,0.0002959632,0.00062317867,0.00012902262,0.00025891827,0.000045795525,0.00009811012,0.00011150461,0.0000022097183],"category_scores_gemma":[0.000046109268,0.00029831106,0.00004777774,0.00062104914,0.000040404426,0.00008850668,0.000040806386,0.0003993764,0.0000022089282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032411257,0.0005866984,0.95977575,0.008569761,0.000068852976,0.000027005179,0.001244655,0.00042470157,0.008559823,0.000040118295,0.000019268795,0.020359283],"study_design_scores_gemma":[0.0029471668,0.0017890673,0.925171,0.00086087454,0.00010183283,0.00003128294,0.002825199,0.003632987,0.061821222,0.00003298171,0.00011511224,0.00067125325],"about_ca_topic_score_codex":0.000095284384,"about_ca_topic_score_gemma":0.0000466608,"teacher_disagreement_score":0.0532614,"about_ca_system_score_codex":0.00070199213,"about_ca_system_score_gemma":0.0005469842,"threshold_uncertainty_score":0.9999469},"labels":[],"label_agreement":null},{"id":"W3156519708","doi":"10.2196/26037","title":"Associations Between Rural or Urban Status, Health Outcomes and Behaviors, and COVID-19 Perceptions Among Meditation App Users: Longitudinal Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Socioeconomic status; mHealth; Medicine; Meditation; Gerontology; Rural area; Health promotion; Psychological intervention; Environmental health; Psychology; Public health; Population; Nursing; Psychiatry; Geography","score_opus":0.175048768649193,"score_gpt":0.5217386533894484,"score_spread":0.34668988474025536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156519708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690952,0.0018007616,0.00041528113,0.016127078,0.00045092683,0.008341429,0.0033713933,0.00033399867,0.00006393621],"genre_scores_gemma":[0.97332937,0.008142066,0.0006548254,0.008772872,0.00049776986,0.0042462074,0.0034868398,0.00008982528,0.00078025117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9889197,0.0041694376,0.0025889245,0.0012471153,0.0007491404,0.0023257213],"domain_scores_gemma":[0.98719305,0.003929593,0.0014263332,0.00073881465,0.00052267406,0.0061895126],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005730677,0.00057489425,0.0015498054,0.0004497497,0.006791144,0.00009202669,0.00018003467,0.00049147254,0.00022473396],"category_scores_gemma":[0.0017547504,0.00051789865,0.00006903355,0.0010555928,0.00032530914,0.00042865283,0.00024746737,0.0016746857,0.00002731888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011188093,0.00043057933,0.9614263,0.0016539457,0.000038670776,0.000004996596,0.0131928995,7.5988487e-7,3.6389667e-7,0.00045327022,0.016541176,0.006145111],"study_design_scores_gemma":[0.0039060996,0.00072026544,0.9685726,0.00010036044,0.00014321135,0.000007566729,0.02071012,0.000029576016,4.180332e-8,0.00014665913,0.005303129,0.00036037443],"about_ca_topic_score_codex":0.03968118,"about_ca_topic_score_gemma":0.11458713,"teacher_disagreement_score":0.07490595,"about_ca_system_score_codex":0.0013774227,"about_ca_system_score_gemma":0.011038748,"threshold_uncertainty_score":0.99972725},"labels":[],"label_agreement":null},{"id":"W3156818268","doi":"10.2196/26152","title":"Efficacy of Zemedy, a Mobile Digital Therapeutic for the Self-management of Irritable Bowel Syndrome: Crossover Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Irritable bowel syndrome; Randomized controlled trial; Medicine; Physical therapy; Quality of life (healthcare); mHealth; Psychoeducation; Anxiety; Progressive muscle relaxation; eHealth; Guided imagery; Cognitive behavioral therapy; McGill Pain Questionnaire; Psychological intervention; Internal medicine; Psychiatry; Visual analogue scale; Health care","score_opus":0.024999863334439064,"score_gpt":0.3454125860416457,"score_spread":0.32041272270720667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156818268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750575,0.0062081185,0.0006355532,0.001994866,0.00020780166,0.014580516,0.00003784393,0.000038311115,0.0012395008],"genre_scores_gemma":[0.99624646,0.00083009724,0.0006108128,0.00040654125,0.000040843046,0.0011255058,0.000019508672,0.0000168535,0.00070340734],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979851,0.00013114276,0.0009151817,0.00027369545,0.00030116606,0.00039367477],"domain_scores_gemma":[0.9971849,0.0017177307,0.00039212493,0.00030446422,0.00019130728,0.0002095241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010602914,0.00017410371,0.001394924,0.000056805933,0.00014149296,0.000024858608,0.000079101184,0.00006188393,0.000053144347],"category_scores_gemma":[0.00024888178,0.00010777778,0.00038682015,0.00017405505,0.00019352458,0.000059315043,0.00003646597,0.00015079892,0.0000011203392],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9880846,0.0019005124,0.00030310854,0.004271499,0.00044648684,0.000008396079,0.00042034173,0.000008969406,0.000005345149,0.001350847,0.00024364243,0.0029562672],"study_design_scores_gemma":[0.9863823,0.0020728677,0.0076377084,0.00022967848,0.0009829128,0.00005509114,0.0008579044,0.0006356172,0.0000084184385,0.00050585205,0.000560175,0.0000714512],"about_ca_topic_score_codex":0.000035294113,"about_ca_topic_score_gemma":0.0000040256264,"teacher_disagreement_score":0.02118894,"about_ca_system_score_codex":0.00003552166,"about_ca_system_score_gemma":0.00054023083,"threshold_uncertainty_score":0.43950504},"labels":[],"label_agreement":null},{"id":"W3157376323","doi":"10.2196/15419","title":"Evaluating the Feasibility and Acceptability of a Mobile Health–Based Female Community Health Volunteer Program for Hypertension Control in Rural Nepal: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Community health; Health care; Environmental health; Health education; Rural area; Population; Rural health; Developing country; Public health; Family medicine; Gerontology; Nursing; Economic growth","score_opus":0.21854286259414668,"score_gpt":0.5629910898020944,"score_spread":0.34444822720794777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157376323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9199552,0.0028664956,0.00011320063,0.0025405795,0.00048175995,0.07348336,0.00036500063,0.00016032596,0.00003406344],"genre_scores_gemma":[0.9482977,0.00039353909,0.0014537717,0.008201482,0.00017017114,0.041235946,0.00014665327,0.000060146274,0.000040592335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9857994,0.00670682,0.0037545857,0.0009780244,0.00070784945,0.0020533772],"domain_scores_gemma":[0.98993325,0.0046314155,0.0020219872,0.0014392458,0.00070244615,0.0012716732],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.025218453,0.0004724078,0.0015942341,0.00027014845,0.0040229377,0.000035939604,0.00039651577,0.00035086324,0.0001101278],"category_scores_gemma":[0.00059074775,0.00036726805,0.00014272373,0.00069616054,0.0003680761,0.00019708708,0.00017136247,0.0023474412,0.0000101667765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001697236,0.0018882424,0.89480317,0.011100515,0.000009928218,9.142933e-8,0.0031226657,0.00005280303,0.000003886994,0.00017773364,0.00015177357,0.08699197],"study_design_scores_gemma":[0.011917116,0.01306971,0.9524385,0.00016879114,0.000017940987,0.000003540612,0.008756122,0.011446391,2.1161982e-7,0.00023432316,0.0017428662,0.0002045316],"about_ca_topic_score_codex":0.028184308,"about_ca_topic_score_gemma":0.013816959,"teacher_disagreement_score":0.08678744,"about_ca_system_score_codex":0.0012197241,"about_ca_system_score_gemma":0.0074609206,"threshold_uncertainty_score":0.99995416},"labels":[],"label_agreement":null},{"id":"W3157480264","doi":"10.2196/24952","title":"An Intervention to Improve Medication Adherence in People With Heart Disease (Text4HeartII): Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Psychological intervention; Pharmacy; Quality of life (healthcare); Medication adherence; Family medicine; Internal medicine; Nursing","score_opus":0.03444659827747573,"score_gpt":0.45323919135682766,"score_spread":0.4187925930793519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157480264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92848635,0.0014740373,0.0018719645,0.029422788,0.0011354407,0.03689578,0.000058536032,0.00018362471,0.0004714742],"genre_scores_gemma":[0.8944074,0.0009603632,0.0010197903,0.014784299,0.0005917494,0.087396115,0.00020737026,0.00004909034,0.0005838537],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99033344,0.0040484746,0.0025779759,0.0010540191,0.00057090336,0.0014152088],"domain_scores_gemma":[0.99294543,0.0015374301,0.0008409206,0.0008629772,0.00043167392,0.003381558],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059819594,0.00036431593,0.001992563,0.00035242803,0.000980911,0.000032292548,0.00018452396,0.0002721898,0.00037325834],"category_scores_gemma":[0.001053018,0.00028711878,0.00014339742,0.000808701,0.000111436544,0.0002506189,0.000067084744,0.001007513,0.000119822456],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9645642,0.0011941434,0.010638978,0.0031395464,0.000012802353,0.0000046342325,0.0019575334,0.000007962803,0.000020765046,0.005905923,0.0019289673,0.010624518],"study_design_scores_gemma":[0.90168816,0.0013901228,0.0869096,0.0005674907,0.000116383904,0.000003626834,0.0013561508,0.0012353809,0.0000019664076,0.0010882296,0.0053563565,0.00028651344],"about_ca_topic_score_codex":0.002292988,"about_ca_topic_score_gemma":0.0064010816,"teacher_disagreement_score":0.076270625,"about_ca_system_score_codex":0.00040023477,"about_ca_system_score_gemma":0.0059637367,"threshold_uncertainty_score":0.9999581},"labels":[],"label_agreement":null},{"id":"W3157967025","doi":"10.2196/26468","title":"Mobile Health–Based Thermometer for Monitoring Wound Healing After Endovascular Therapy in Patients With Chronic Foot Ulcer: Prospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Foot (prosody); Prospective cohort study; Cohort; Hazard ratio; Surgery; Wound care; Confidence interval; Internal medicine","score_opus":0.022089528338816496,"score_gpt":0.3447259021028664,"score_spread":0.3226363737640499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157967025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797838,0.004065589,0.00018164661,0.00044111532,0.0002302801,0.015150678,0.000011906067,0.000059611466,0.0000754041],"genre_scores_gemma":[0.98935187,0.0006508719,0.0009345044,0.00090904586,0.00021676137,0.007715489,0.000061317776,0.000063124535,0.000096988784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971646,0.000170812,0.0005583098,0.0007488115,0.000529118,0.0008283267],"domain_scores_gemma":[0.99869496,0.00006701163,0.00018349371,0.00046623405,0.00019538643,0.0003929421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084108673,0.000305155,0.00074690784,0.00022271668,0.00019443117,0.000051415365,0.000066123874,0.00006979928,0.000030819505],"category_scores_gemma":[0.000009684499,0.00024362853,0.000082694016,0.00039668818,0.000043693835,0.000097870274,0.000036348232,0.0002903008,0.0000016603949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014838668,0.0018426451,0.94363177,0.0016549237,0.00016169735,0.0000120642835,0.0009508888,0.000011858475,0.0000013992385,0.000012530007,0.000033161323,0.050203178],"study_design_scores_gemma":[0.015179083,0.016680282,0.96561915,0.0002685259,0.000092108756,9.224706e-7,0.00046980986,0.00007456642,0.00002480821,0.000021097216,0.0013723057,0.00019735702],"about_ca_topic_score_codex":0.00026966704,"about_ca_topic_score_gemma":0.00023574925,"teacher_disagreement_score":0.050005823,"about_ca_system_score_codex":0.00087434275,"about_ca_system_score_gemma":0.0011665907,"threshold_uncertainty_score":0.9934883},"labels":[],"label_agreement":null},{"id":"W3157969010","doi":"10.2196/25310","title":"Development of an Android-Based Self-Report Assessment for Elderly Driving Risk (SAFE-DR) App: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Test (biology); Android (operating system); Exploratory factor analysis; Reliability (semiconductor); Applied psychology; Mobile apps; Population; Psychology; Medicine; Computer science; Clinical psychology; Psychometrics; World Wide Web; Environmental health","score_opus":0.09249864892714739,"score_gpt":0.5351544277527973,"score_spread":0.44265577882564994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157969010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96256685,0.00029927157,0.030025763,0.0011788802,0.0011199088,0.0042014,0.000044162876,0.00027674992,0.0002870367],"genre_scores_gemma":[0.602333,0.00010277583,0.39520252,0.0003791745,0.00019224055,0.0014288194,0.000074755524,0.00006172008,0.00022494883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99154735,0.0032044847,0.0023160125,0.0010469259,0.0005894701,0.0012957739],"domain_scores_gemma":[0.9939211,0.0021540904,0.0015462473,0.0008324935,0.0007911192,0.00075494644],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008795016,0.00043624904,0.001193635,0.00023984927,0.0029512711,0.000024257784,0.00021991678,0.00024465148,0.000035464232],"category_scores_gemma":[0.00059947686,0.00039610913,0.00009911885,0.00046313144,0.00006204256,0.000159961,0.00022178449,0.00088889326,0.000003921861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010950784,0.0034503283,0.76927185,0.008950196,0.0003011279,0.00004038161,0.035989624,0.0000117583,0.0001368793,0.00011598084,0.0016272167,0.17999516],"study_design_scores_gemma":[0.004508125,0.001233768,0.94982016,0.00034951823,0.00026921215,0.000008999824,0.027011028,0.0010979306,0.00012333842,0.00017003546,0.0150240455,0.0003838609],"about_ca_topic_score_codex":0.00027992597,"about_ca_topic_score_gemma":0.0077069965,"teacher_disagreement_score":0.36517677,"about_ca_system_score_codex":0.0005635841,"about_ca_system_score_gemma":0.0073637264,"threshold_uncertainty_score":0.9998491},"labels":[],"label_agreement":null},{"id":"W3158423356","doi":"10.2196/16496","title":"Treatment Adherence and Secondary Prevention of Ischemic Stroke Among Discharged Patients Using Mobile Phone- and WeChat-Based Improvement Services: Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Medication adherence; Mobile phone; Stroke (engine); Emergency medicine; Secondary prevention; Short Message Service; Clinical endpoint; Medical emergency; Physical therapy; Internal medicine; Randomized controlled trial; Computer science","score_opus":0.04906917377586919,"score_gpt":0.3625691033855818,"score_spread":0.3134999296097126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158423356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99574465,0.0006718693,0.000061844556,0.00016999482,0.00003975489,0.003165041,0.000041845396,0.000023481189,0.00008150802],"genre_scores_gemma":[0.99815184,0.00042816135,0.0002699781,0.0006024162,0.000037523932,0.00032663293,0.00006811469,0.000012123552,0.00010320534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861383,0.000058369547,0.00044956338,0.00040518394,0.0002449545,0.00022807589],"domain_scores_gemma":[0.99887216,0.00002183606,0.0003332015,0.00017655532,0.00007187194,0.0005243847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001506384,0.0001677383,0.00041045542,0.000046091707,0.000116707124,0.000011356171,0.000041009233,0.000056095425,0.00007815511],"category_scores_gemma":[0.0000060416405,0.00013677543,0.000024475941,0.00010812547,0.000062742176,0.00009171639,0.000029569914,0.00013767387,0.000002616642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003136783,0.000686217,0.9665818,0.00286081,0.00003272959,0.000001302189,0.0014307467,3.937166e-7,0.00082051195,0.0000011335381,0.0000541425,0.027216524],"study_design_scores_gemma":[0.007319739,0.009068296,0.9755024,0.0002658944,0.00018858467,0.0000017340973,0.0025884607,0.003997562,0.0006787423,0.000002761014,0.00025683144,0.00012905036],"about_ca_topic_score_codex":0.00041779116,"about_ca_topic_score_gemma":0.000029748768,"teacher_disagreement_score":0.027087472,"about_ca_system_score_codex":0.0000637986,"about_ca_system_score_gemma":0.00033234784,"threshold_uncertainty_score":0.557754},"labels":[],"label_agreement":null},{"id":"W3158877539","doi":"10.2196/24127","title":"Patients’ and Clinicians’ Perceived Trust in Internet-of-Things Systems to Support Asthma Self-management: Qualitative Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Asthma UK Centre for Applied Research; Asthma and Lung UK; National Institute for Health and Care Research","keywords":"Helpfulness; Thematic analysis; Self-management; eHealth; Action plan; Qualitative research; Context (archaeology); Psychology; Knowledge management; Computer science; Applied psychology; Health care; Social psychology","score_opus":0.06213324836477424,"score_gpt":0.4156609541263785,"score_spread":0.35352770576160425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158877539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951106,0.0014718522,0.00004131862,0.00054329296,0.00019744269,0.0018783279,0.000012858979,0.00003520367,0.0007091277],"genre_scores_gemma":[0.99538344,0.00049590366,0.00029280243,0.0032441095,0.000042691187,0.00012265748,0.000031140466,0.000023449571,0.0003637799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972288,0.00066211657,0.00093239686,0.0005038195,0.00029530277,0.00037758923],"domain_scores_gemma":[0.9986393,0.00010428899,0.00022790476,0.00022955149,0.0001689495,0.00063000753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009648524,0.00020466621,0.0007127849,0.00023590052,0.00006729734,0.000022804963,0.00007004738,0.00007647837,0.000029927485],"category_scores_gemma":[0.00006534818,0.00017301504,0.000053835945,0.00031893974,0.000049254188,0.00010110854,0.00011576737,0.00022857267,0.000010246336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009412567,0.0048326026,0.56276774,0.021011394,0.00013484349,0.00025982398,0.22624701,4.1786984e-7,0.0000026139915,0.00043812484,0.0018354921,0.18152867],"study_design_scores_gemma":[0.004462922,0.005180672,0.9009676,0.00091018854,0.00010321191,0.000009891842,0.08076186,0.00009837579,0.0000010174217,0.000013457123,0.007326826,0.0001640055],"about_ca_topic_score_codex":0.00019261187,"about_ca_topic_score_gemma":0.000052386014,"teacher_disagreement_score":0.33819985,"about_ca_system_score_codex":0.00010558585,"about_ca_system_score_gemma":0.00029737403,"threshold_uncertainty_score":0.7055349},"labels":[],"label_agreement":null},{"id":"W3159078634","doi":"10.2196/mhealth.6522","title":"Mobile App-Based Interventions to Support Diabetes Self-Management: A Systematic Review of Randomized Controlled Trials to Identify Functions Associated with Glycemic Efficacy","year":2017,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":306,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"West China Hospital, Sichuan University; National Key Research and Development Program of China; Sichuan University; National Natural Science Foundation of China","keywords":"Psychological intervention; Randomized controlled trial; Medicine; Glycemic; MEDLINE; Diabetes mellitus; Systematic review; Diabetes management; Adverse effect; Meta-analysis; mHealth; Type 2 diabetes; Internal medicine; Nursing","score_opus":0.15114776150785092,"score_gpt":0.5356526168334557,"score_spread":0.38450485532560474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159078634","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028266431,0.78458536,0.00048205105,0.0006695051,0.00077162246,0.21097244,0.0011386024,0.00038177846,0.0009703914],"genre_scores_gemma":[0.0001464766,0.6588112,0.00034789127,0.003612137,0.00019841777,0.33405057,0.0011504159,0.00014939914,0.0015334812],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.95936227,0.017995287,0.017399084,0.0016162499,0.0012204065,0.002406682],"domain_scores_gemma":[0.95225644,0.019422384,0.020755555,0.0028660148,0.0012541914,0.0034453948],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","sts"],"consensus_categories":["metaresearch","metaepi_narrow"],"category_scores_codex":[0.049608663,0.0014355939,0.03766254,0.0020901323,0.00266432,0.000080317,0.0011369563,0.0009058595,0.00032194168],"category_scores_gemma":[0.016042814,0.0009338013,0.0037689025,0.0016455661,0.0001870703,0.00013986348,0.00029266375,0.001836129,0.0005624424],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061678807,0.00067483896,0.000005143822,0.95405024,0.0012321027,0.0000026771702,0.00022363853,7.184144e-7,1.05276845e-8,0.00039928456,0.011228749,0.02601469],"study_design_scores_gemma":[0.079779126,0.0011838921,0.000013074767,0.70588756,0.027850946,0.000002351527,0.00008902317,0.0000073763363,7.2896076e-9,0.00001566273,0.18467808,0.0004929016],"about_ca_topic_score_codex":0.000086903536,"about_ca_topic_score_gemma":0.00010913356,"teacher_disagreement_score":0.2481627,"about_ca_system_score_codex":0.0012264604,"about_ca_system_score_gemma":0.0077633234,"threshold_uncertainty_score":0.99983937},"labels":[],"label_agreement":null},{"id":"W3159290621","doi":"10.2196/26262","title":"Mobile Apps for Drug–Drug Interaction Checks in Chinese App Stores: Systematic Review and Content Analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Drug; mHealth; Mobile apps; Mobile device; Computer science; Internet privacy; World Wide Web; Multimedia; Medicine; Pharmacology; Psychological intervention; Nursing","score_opus":0.1434460626196982,"score_gpt":0.5298091500240223,"score_spread":0.3863630874043241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159290621","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013693678,0.9413587,0.00010478541,0.0008596284,0.0005206269,0.056047615,0.000638918,0.00014544178,0.00018737394],"genre_scores_gemma":[0.000099283214,0.81986743,0.00024562937,0.00454193,0.00028885662,0.1716237,0.0016686552,0.000118520744,0.0015459755],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9859458,0.0035211418,0.006388818,0.0017408689,0.00046205733,0.0019412786],"domain_scores_gemma":[0.9885167,0.0033529138,0.004215486,0.0014115032,0.00048841134,0.0020149748],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006503561,0.0010826092,0.010057549,0.0012964105,0.0013952561,0.000039602917,0.00040777534,0.0007093008,0.00008976209],"category_scores_gemma":[0.0007496753,0.0008288901,0.0007254504,0.0027240454,0.0001059339,0.00018484595,0.00021066709,0.0026053162,0.000051840554],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026427871,0.00017382286,0.00020601103,0.9150533,0.00020563137,0.0000022852169,0.0008841568,2.98807e-7,6.1755667e-9,0.00044978462,0.005488111,0.07751015],"study_design_scores_gemma":[0.0009584728,0.000116434734,0.00012764585,0.3388642,0.008953695,0.000021653143,0.0016025564,0.00006505176,3.3389598e-9,0.00003609666,0.64872986,0.00052432535],"about_ca_topic_score_codex":0.0012494582,"about_ca_topic_score_gemma":0.0028911235,"teacher_disagreement_score":0.64324176,"about_ca_system_score_codex":0.001382845,"about_ca_system_score_gemma":0.0044834483,"threshold_uncertainty_score":0.9999048},"labels":[],"label_agreement":null},{"id":"W3159362230","doi":"10.2196/27965","title":"Engagement and Effectiveness of a Healthy-Coping Intervention via Chatbot for University Students During the COVID-19 Pandemic: Mixed Methods Proof-of-Concept Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Psychological intervention; Anxiety; Mental health; Psychology; Coping (psychology); Chatbot; Clinical psychology; eHealth; mHealth; Perceived Stress Scale; Telemedicine; Population; Medicine; Psychiatry; Health care; Stress (linguistics)","score_opus":0.155890484735581,"score_gpt":0.5288449111681125,"score_spread":0.3729544264325315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159362230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753839,0.0020489942,0.016926466,0.00056125893,0.0007403339,0.0041628256,0.00010854529,0.00003547141,0.000032229822],"genre_scores_gemma":[0.99865466,0.000038780145,0.00062773086,0.0002255834,0.00003430276,0.00026858557,0.000024393688,0.000020412363,0.000105542524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99377483,0.004175829,0.0008101564,0.0005438988,0.00022509308,0.00047021828],"domain_scores_gemma":[0.9972648,0.0012492118,0.0006033371,0.0003407165,0.00012718495,0.00041477263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005357708,0.00019061574,0.00054202345,0.00015913483,0.00050245173,0.000018917342,0.000202099,0.00009243736,0.000021461443],"category_scores_gemma":[0.00014898024,0.000172155,0.000117955555,0.00031790268,0.00015163378,0.000111784175,0.00025163163,0.0002724031,5.0289157e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008983578,0.012804166,0.5872175,0.071473904,0.000684371,0.000031858493,0.03333583,0.000014929681,0.000120822406,0.0067316457,0.00016129891,0.2784401],"study_design_scores_gemma":[0.013135205,0.0068923766,0.95325863,0.0006187044,0.00018646829,0.0000709873,0.022766726,0.000031846714,0.0005149387,0.0011297975,0.0011541961,0.00024009749],"about_ca_topic_score_codex":0.0008088623,"about_ca_topic_score_gemma":0.00043907663,"teacher_disagreement_score":0.36604115,"about_ca_system_score_codex":0.0004193986,"about_ca_system_score_gemma":0.0002715637,"threshold_uncertainty_score":0.70202774},"labels":[],"label_agreement":null},{"id":"W3159663287","doi":"10.2196/21837","title":"A School-Based Mobile App Intervention for Enhancing Emotion Regulation in Children: Exploratory Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Usability; mHealth; Mental health; Context (archaeology); Intervention (counseling); Psychological intervention; Mobile apps; Digital health; Psychology; Scale (ratio); Medicine; Applied psychology; Medical education; Clinical psychology; World Wide Web; Computer science; Psychiatry; Health care","score_opus":0.05415333496619513,"score_gpt":0.4260652796795275,"score_spread":0.3719119447133324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159663287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98757505,0.0013924709,0.0048411246,0.0008234139,0.0015744062,0.0032849559,0.00008088161,0.000109291184,0.00031842742],"genre_scores_gemma":[0.9947598,0.000015389669,0.0004515133,0.0007381706,0.00033939767,0.002609305,0.00045995106,0.000035053232,0.00059140346],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99727625,0.00039064934,0.0010356659,0.00055954093,0.00017399988,0.00056387845],"domain_scores_gemma":[0.9987475,0.00011049374,0.0003603059,0.00030351037,0.0000978731,0.0003803178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010398452,0.00018081075,0.0003235687,0.0002744661,0.00019160497,0.00005031426,0.00007605307,0.0001754636,0.00022220724],"category_scores_gemma":[0.00008330005,0.00020575029,0.0001410945,0.0003612175,0.000033098102,0.00026003705,0.000027606155,0.0002593021,0.0000618358],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06320471,0.018200137,0.03402469,0.011828483,0.00013673368,0.000021683874,0.0052765,0.00011496007,0.00018514058,0.02337006,0.012193415,0.8314435],"study_design_scores_gemma":[0.21679756,0.018233689,0.7351798,0.0029429784,0.00014606756,0.00008935824,0.006110739,0.0012174682,0.0013039496,0.011346898,0.005494355,0.0011371252],"about_ca_topic_score_codex":0.00013766227,"about_ca_topic_score_gemma":0.00064189284,"teacher_disagreement_score":0.83030635,"about_ca_system_score_codex":0.00040119723,"about_ca_system_score_gemma":0.00036160435,"threshold_uncertainty_score":0.8390253},"labels":[],"label_agreement":null},{"id":"W3159758686","doi":"10.2196/22487","title":"Accuracy of Smart Scales on Weight and Body Composition: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Assistance Publique - Hôpitaux de Paris; MSD France","keywords":"Observational study; Computer science; Psychology; Medicine; Statistics; Mathematics","score_opus":0.13940434727800413,"score_gpt":0.4178526198448292,"score_spread":0.27844827256682503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159758686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98717725,0.0010314162,0.000074914766,0.010005566,0.00007569358,0.00086396065,0.000019016767,0.00008104311,0.0006711606],"genre_scores_gemma":[0.9940601,0.0005962261,0.001730392,0.0032863284,0.00013540639,0.00005521847,0.00007659014,0.000013404939,0.000046317036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847037,0.0001606807,0.00043679768,0.00030255498,0.00042259568,0.00020701144],"domain_scores_gemma":[0.9988767,0.00015060932,0.00017330483,0.000244857,0.00026183025,0.00029270386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004228807,0.00013510107,0.0003536587,0.00010344912,0.0001842857,0.000015121454,0.00003694841,0.00006619785,0.00003962806],"category_scores_gemma":[0.000036176985,0.00012263043,0.000030668747,0.00019154482,0.00006915336,0.000080042555,0.00003362442,0.00022394564,0.0000025430757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017350721,0.005039797,0.9391858,0.0037077519,0.00009782135,0.00008024234,0.0009486839,4.250726e-7,0.011445231,0.011738149,0.010050244,0.015970793],"study_design_scores_gemma":[0.0018890304,0.0021256485,0.9911065,0.00027865046,0.00006955504,0.00007168517,0.00014104407,0.0000551737,0.002525278,0.00027388404,0.001367437,0.000096075026],"about_ca_topic_score_codex":0.000027234255,"about_ca_topic_score_gemma":0.000018781006,"teacher_disagreement_score":0.05192075,"about_ca_system_score_codex":0.00007018671,"about_ca_system_score_gemma":0.00035058067,"threshold_uncertainty_score":0.5000724},"labels":[],"label_agreement":null},{"id":"W3159912405","doi":"10.2196/26289","title":"Postmarketing Safety Monitoring After Influenza Vaccination Using a Mobile Health App: Prospective Longitudinal Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Intramuscular injections and effects","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Gesundheit","keywords":"Medicine; Vaccination; Hazard ratio; Adverse effect; Prospective cohort study; Odds ratio; Mobile apps; Omics; Longitudinal study; Pediatrics; Internal medicine; Immunology; Bioinformatics; Confidence interval; Pathology","score_opus":0.05860701391604077,"score_gpt":0.42834585158189575,"score_spread":0.36973883766585497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159912405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113655,0.0036401695,0.00021933856,0.00023608105,0.00039001388,0.0041008005,0.000013718762,0.00011764819,0.0001456873],"genre_scores_gemma":[0.99691087,0.00021003326,0.0013798263,0.00049508223,0.0004991422,0.00041741328,0.000012321379,0.000036704845,0.000038609982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969282,0.0005094295,0.0006979997,0.0007424542,0.00040636293,0.0007155371],"domain_scores_gemma":[0.99823827,0.000099634126,0.0002487605,0.00042378608,0.0004041184,0.0005854168],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018668211,0.00026283454,0.00060536346,0.00017157919,0.00076957745,0.000057610665,0.000041114683,0.00011884055,0.00004807307],"category_scores_gemma":[0.00016101058,0.00024716818,0.00009443706,0.0006187241,0.000030084355,0.00017599203,0.0000723995,0.00059031486,0.0000043846967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015604245,0.0013195883,0.9708389,0.0024794482,0.00004892237,0.000065810025,0.0028199959,0.000027586702,0.00003348611,0.000019278083,0.000015844855,0.020770712],"study_design_scores_gemma":[0.0026816751,0.0025937294,0.990167,0.0002767821,0.00010459977,0.00027281957,0.0030696522,0.00046743406,0.000041991432,0.000023246752,0.00013080891,0.00017024274],"about_ca_topic_score_codex":0.0005743062,"about_ca_topic_score_gemma":0.00014931061,"teacher_disagreement_score":0.02060047,"about_ca_system_score_codex":0.0013139279,"about_ca_system_score_gemma":0.0014008974,"threshold_uncertainty_score":0.99999803},"labels":[],"label_agreement":null},{"id":"W3160074744","doi":"10.2196/24915","title":"Examining the Impact of an mHealth Behavior Change Intervention With a Brief In-Person Component for Cancer Survivors With Overweight or Obesity: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Galway; Irish Cancer Society; National University of Ireland","keywords":"mHealth; Overweight; Medicine; Psychological intervention; Randomized controlled trial; Physical therapy; Intervention (counseling); Gerontology; Behavior change; Transtheoretical model; Obesity; Nursing","score_opus":0.09501410443613066,"score_gpt":0.4045947321641601,"score_spread":0.3095806277280294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160074744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812335,0.003026688,0.00008760618,0.00086342194,0.00032129325,0.014286561,0.00009903159,0.00003050787,0.000051426647],"genre_scores_gemma":[0.98789436,0.0011208442,0.00009869432,0.00058951956,0.00038311523,0.009607068,0.00012832129,0.000044567016,0.00013351157],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9968206,0.0008612067,0.0008069553,0.00049568736,0.00042197012,0.0005935682],"domain_scores_gemma":[0.99763465,0.0005796799,0.00068297714,0.00035152433,0.00028366674,0.00046748773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022115104,0.00031679473,0.0021690095,0.00018453709,0.00018437042,0.000032301537,0.00008027761,0.00012379546,0.000079085345],"category_scores_gemma":[0.0000685146,0.00015665803,0.0002569961,0.000413725,0.00014778665,0.00013705372,0.000017023061,0.0003390463,1.3894595e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9485324,0.0012283362,0.026731526,0.0018625866,0.00015491444,0.000035329,0.0071664606,0.0000024793362,0.000008499643,0.000057222867,0.000017681316,0.014202543],"study_design_scores_gemma":[0.81723905,0.010391601,0.16507684,0.0009488147,0.00076777325,0.00007098191,0.0045870068,0.00065232423,0.000017385511,0.0000058667906,0.000060325827,0.00018203724],"about_ca_topic_score_codex":0.06787787,"about_ca_topic_score_gemma":0.14537856,"teacher_disagreement_score":0.13834532,"about_ca_system_score_codex":0.00038351183,"about_ca_system_score_gemma":0.0018802586,"threshold_uncertainty_score":0.9383292},"labels":[],"label_agreement":null},{"id":"W3160203135","doi":"10.2196/26300","title":"Mobile Electronic Devices as Means of Facilitating Patient Activation and Health Professional Empowerment Related to Information Seeking on Chronic Conditions and Medications: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Relevance (law); Patient portal; Focus group; Medicine; Health literacy; Psychology; Nursing; Health care; Business","score_opus":0.04492233656988683,"score_gpt":0.499137313431486,"score_spread":0.4542149768615992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160203135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728683,0.002190158,0.00030139476,0.012559428,0.000235451,0.0110275,0.00020463887,0.00010313294,0.00050994346],"genre_scores_gemma":[0.9753375,0.0033848963,0.00038953475,0.008778502,0.000051118328,0.011409572,0.0004992554,0.000025680696,0.00012390818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99371237,0.0018308886,0.002138613,0.0006350148,0.0006042235,0.0010789088],"domain_scores_gemma":[0.99538124,0.0011982862,0.0013415775,0.0004038234,0.00050033914,0.0011747535],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029242528,0.00030843035,0.00064646866,0.00041481774,0.002476041,0.000018159453,0.00009478834,0.0002133635,0.00010287994],"category_scores_gemma":[0.0002806679,0.00029190612,0.000032700336,0.00076374447,0.000110184556,0.00036466977,0.0001291092,0.0010110256,0.000033929136],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041270108,0.0013625829,0.009933743,0.016038122,0.000097143195,0.0000011467187,0.7322265,0.000052226886,0.000076268836,0.049370363,0.0038018555,0.18662736],"study_design_scores_gemma":[0.0055915765,0.013393368,0.15183686,0.0029516034,0.00008595234,0.000017902941,0.77156395,0.0007285513,0.000026565795,0.0045112013,0.048739206,0.00055324915],"about_ca_topic_score_codex":0.0008205575,"about_ca_topic_score_gemma":0.000855872,"teacher_disagreement_score":0.18607411,"about_ca_system_score_codex":0.0010201364,"about_ca_system_score_gemma":0.006997408,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W3160599905","doi":"10.2196/23303","title":"Acceptability of Intervention Design Factors in mHealth Intervention Research: Experimental Factorial Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Applied psychology; Intervention (counseling); eHealth; Research design; Psychology; Computer science; Medicine; Nursing; Health care; Statistics; Mathematics","score_opus":0.3608613000055315,"score_gpt":0.5892175177650006,"score_spread":0.22835621775946913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160599905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98393595,0.002234356,0.00074416515,0.000719777,0.0015828967,0.009908925,0.000081869905,0.00010936408,0.00068268954],"genre_scores_gemma":[0.99149066,0.0010115696,0.00051456824,0.00026070827,0.00041237797,0.005932498,0.0001383999,0.000057825095,0.00018141723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9827897,0.009814743,0.003337353,0.0011958065,0.00092265033,0.0019397585],"domain_scores_gemma":[0.99399936,0.001981347,0.0010225709,0.0009407476,0.00070171384,0.0013542754],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011111224,0.00039223663,0.0010891398,0.00069744146,0.0014431049,0.00002315387,0.00033629258,0.00047223072,0.0011951965],"category_scores_gemma":[0.0009034789,0.00037889017,0.00015555239,0.0014910446,0.00021175221,0.00031465603,0.00033842874,0.002288955,0.00003150755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022576868,0.01181427,0.8672668,0.0119102225,0.000032360986,0.000012639414,0.03471134,0.00000831747,0.00015862077,0.004530449,0.0026355523,0.06466176],"study_design_scores_gemma":[0.0067965267,0.0024199674,0.9157957,0.0003248289,0.00002822192,0.0000028051695,0.06751117,0.00010826961,0.00023357396,0.0012553051,0.005272965,0.0002507022],"about_ca_topic_score_codex":0.0075113582,"about_ca_topic_score_gemma":0.0047684433,"teacher_disagreement_score":0.06441106,"about_ca_system_score_codex":0.0014677598,"about_ca_system_score_gemma":0.003170496,"threshold_uncertainty_score":0.9998663},"labels":[],"label_agreement":null},{"id":"W3160791537","doi":"10.2196/26358","title":"Integration of mHealth Information and Communication Technologies Into the Clinical Settings of Hospitals in Sub-Saharan Africa: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Snowball sampling; Thematic analysis; Health care; Qualitative research; Nursing; Information and Communications Technology; eHealth; Nonprobability sampling; Medicine; Psychology; Psychological intervention; Population; Sociology; Environmental health; Computer science; Political science","score_opus":0.10908453109486783,"score_gpt":0.5212397332328672,"score_spread":0.4121552021379994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160791537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96134746,0.012602965,0.00020028133,0.019210782,0.00015211743,0.0059299013,0.00006647397,0.00008966922,0.0004003376],"genre_scores_gemma":[0.9456294,0.04827048,0.0017322348,0.0011192391,0.000034150155,0.0030613865,0.00011713998,0.000016884964,0.000019070376],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9912695,0.0036828404,0.003573716,0.0004158677,0.00038309203,0.0006749363],"domain_scores_gemma":[0.9929092,0.0030053798,0.002178627,0.0008675884,0.00072483695,0.000314398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0097825,0.00024046941,0.0008802287,0.00034656495,0.000949753,0.000012525408,0.00028091815,0.00038262075,0.000008772077],"category_scores_gemma":[0.0015576221,0.0001867283,0.000046316556,0.001115727,0.00044706702,0.0003733432,0.00024399381,0.0014699695,0.0000085136735],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062697206,0.0011083372,0.07112149,0.010999939,0.000033442288,9.486355e-7,0.3961293,0.0000018054715,0.00007515186,0.021528628,0.00798493,0.49038905],"study_design_scores_gemma":[0.0035008723,0.0013415221,0.49576214,0.00089369644,0.000068376816,0.0000029244675,0.4741185,0.00020990391,0.00003584229,0.0085979635,0.015241388,0.00022685119],"about_ca_topic_score_codex":0.0022133864,"about_ca_topic_score_gemma":0.002880442,"teacher_disagreement_score":0.4901622,"about_ca_system_score_codex":0.00020054873,"about_ca_system_score_gemma":0.002328532,"threshold_uncertainty_score":0.7614559},"labels":[],"label_agreement":null},{"id":"W3161103993","doi":"10.2196/17418","title":"Acceptability of a Mobile Phone Support Tool (Call for Life Uganda) for Promoting Adherence to Antiretroviral Therapy Among Young Adults in a Randomized Controlled Trial: Exploratory Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychosocial; Focus group; Young adult; Qualitative research; Randomized controlled trial; Exploratory research; Medicine; Mobile phone; Psychology; Gerontology; Nursing; Psychological intervention; Psychiatry; Computer science","score_opus":0.0889882320009451,"score_gpt":0.49079095464493083,"score_spread":0.40180272264398575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161103993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8492298,0.0011434642,0.0011445257,0.0007343345,0.0007034017,0.14656213,0.00030548955,0.00010176735,0.000075089825],"genre_scores_gemma":[0.68584615,0.0008934481,0.0011372949,0.0018239629,0.00026799898,0.30974442,0.00010695388,0.000055002816,0.00012477793],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9850199,0.0059543545,0.0054659764,0.0012708594,0.0005486706,0.0017402185],"domain_scores_gemma":[0.9842923,0.009481535,0.002457871,0.0007726596,0.0013084151,0.0016871683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.022165705,0.0005071928,0.0043674656,0.00037588348,0.0011299028,0.000022694594,0.0002727719,0.00039236117,0.00014274505],"category_scores_gemma":[0.007344343,0.00042355372,0.00039390541,0.00085077103,0.00019110355,0.00023664156,0.00010143448,0.0007860135,0.000007483643],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7654641,0.002709734,0.012547128,0.0073706987,0.000058555637,0.0000012093687,0.18950216,0.0000017866001,0.000010799685,0.00036278254,0.0010324279,0.020938568],"study_design_scores_gemma":[0.8811758,0.010958112,0.008471022,0.00025724765,0.00008636705,5.244729e-7,0.09708624,0.00043026346,0.000008827397,0.0004192433,0.00077274325,0.00033357478],"about_ca_topic_score_codex":0.0016652948,"about_ca_topic_score_gemma":0.0033450674,"teacher_disagreement_score":0.16338366,"about_ca_system_score_codex":0.000373089,"about_ca_system_score_gemma":0.010314863,"threshold_uncertainty_score":0.9998216},"labels":[],"label_agreement":null},{"id":"W3161649860","doi":"10.2196/27885","title":"Perspectives and Preferences of Adult Smartphone Users Regarding Nutrition and Diet Apps: Web-Based Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Berner Fachhochschule; University of Thessaly; Inselspital, Universitätsspital Bern; University of Bern","keywords":"mHealth; Internet privacy; World Wide Web; Computer science; Psychology; Medicine; Nursing; Psychological intervention","score_opus":0.09578723143352505,"score_gpt":0.4464955282195153,"score_spread":0.35070829678599025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161649860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98262256,0.0071429065,0.00004881237,0.0039487015,0.00022274656,0.0051395474,0.0002969113,0.000102775084,0.00047505842],"genre_scores_gemma":[0.9695652,0.024038736,0.0007621102,0.0013391064,0.00018292366,0.0038489725,0.00013168204,0.000036258112,0.00009502429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99443525,0.0020450696,0.0012658952,0.0009121709,0.00036520473,0.0009764126],"domain_scores_gemma":[0.99530274,0.0015059528,0.0006805194,0.00048555402,0.0008152098,0.0012100281],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021414,0.00031288987,0.0008452553,0.00025730647,0.0015820529,0.000022286698,0.00010735221,0.00028249153,0.00005231162],"category_scores_gemma":[0.00052560953,0.00029201308,0.000037403584,0.0006339657,0.00022476714,0.00015285786,0.00010711239,0.0008359327,0.000005675399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015217902,0.001406353,0.9523088,0.015902745,0.000028713066,0.000003927562,0.009075985,6.8201183e-7,0.00003596401,0.0023988176,0.0034473117,0.013868926],"study_design_scores_gemma":[0.006657511,0.0012091169,0.94537604,0.0006356173,0.00006129409,0.0000044719777,0.04097601,0.00023723122,0.0000070284455,0.0003799698,0.004220703,0.0002349808],"about_ca_topic_score_codex":0.0029630433,"about_ca_topic_score_gemma":0.009190933,"teacher_disagreement_score":0.031900022,"about_ca_system_score_codex":0.00016403841,"about_ca_system_score_gemma":0.002694477,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W3161753518","doi":"10.2196/23896","title":"General Practitioners' Perceptions of the Use of Wearable Electronic Health Monitoring Devices: Qualitative Analysis of Risks and Benefits","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; CLARITY; Qualitative research; Medicine; Internet privacy; Computer science; Sociology","score_opus":0.22243313855452634,"score_gpt":0.5294476469401426,"score_spread":0.3070145083856162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161753518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98114645,0.009336858,0.00036793575,0.0060701543,0.00019723864,0.0021757472,0.0005739458,0.000029581333,0.000102077654],"genre_scores_gemma":[0.9543107,0.03998774,0.0025846127,0.0017698022,0.00011259289,0.0008828444,0.0000931891,0.000028063823,0.0002304228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99357325,0.0022860868,0.0020744293,0.0005416552,0.00045691797,0.0010676332],"domain_scores_gemma":[0.993946,0.0015552039,0.0022851746,0.00070611516,0.0007748368,0.0007326278],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021377073,0.00024089086,0.0011196785,0.00040545213,0.0013205163,0.00000789351,0.0001505013,0.00024534145,0.00007980605],"category_scores_gemma":[0.00029746754,0.00020162764,0.00015424148,0.0021437372,0.00022903108,0.00020723132,0.00012385323,0.0009039684,0.0000020932578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037981462,0.0008518572,0.8327486,0.019954734,0.0005091167,4.0639628e-7,0.052896895,0.00092888856,0.00025582887,0.056961164,0.0017340222,0.032778665],"study_design_scores_gemma":[0.0010312842,0.0003049535,0.9702835,0.00068636856,0.0005068348,0.0000032342032,0.018845616,0.0006381712,0.000039566796,0.00035103352,0.0071493527,0.00016010409],"about_ca_topic_score_codex":0.010460265,"about_ca_topic_score_gemma":0.005260863,"teacher_disagreement_score":0.13753487,"about_ca_system_score_codex":0.00032986407,"about_ca_system_score_gemma":0.0057215462,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null},{"id":"W3162037127","doi":"10.2196/22544","title":"Leveraging Polio Geographic Information System Platforms in the African Region for Mitigating COVID-19 Contact Tracing and Surveillance Challenges: Viewpoint","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Contact tracing; Preparedness; Poliomyelitis; Geographic information system; Computer science; Disease surveillance; Data science; Public health; Coronavirus disease 2019 (COVID-19); Geography; Medicine; Cartography; Infectious disease (medical specialty); Virology; Political science; Disease","score_opus":0.08726575696341567,"score_gpt":0.3374439961906607,"score_spread":0.250178239227245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162037127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79187196,0.007686951,0.14190279,0.054737158,0.0003187799,0.0023324946,0.00002448908,0.00032468248,0.0008006845],"genre_scores_gemma":[0.98993665,0.0008243357,0.00064152543,0.008363924,0.00006271614,0.0001447969,0.000015045302,0.000009534326,0.0000015017441],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99773616,0.00017096638,0.0006905111,0.0004523423,0.00029967015,0.0006503518],"domain_scores_gemma":[0.99767673,0.0010431196,0.00037207527,0.00039834552,0.00009644897,0.00041329226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021381243,0.0002165638,0.00037867395,0.00029244658,0.000563616,0.00036101317,0.0002801386,0.00008874256,1.8028305e-7],"category_scores_gemma":[0.0003013538,0.00017635131,0.000058366695,0.0005552407,0.000032406646,0.0012968248,0.00009431592,0.000302167,6.1250796e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002630215,0.00013549521,0.047903776,0.06159045,0.00004008028,0.00014263128,0.21403898,0.00021395607,0.0000146383545,0.41662896,0.00014613566,0.25888187],"study_design_scores_gemma":[0.008290462,0.0012904794,0.74938446,0.0031053494,0.00003207334,0.0019357998,0.092426844,0.12182929,0.00002338717,0.010823051,0.009365192,0.0014935985],"about_ca_topic_score_codex":0.00061604014,"about_ca_topic_score_gemma":0.00087972044,"teacher_disagreement_score":0.7014807,"about_ca_system_score_codex":0.00037010384,"about_ca_system_score_gemma":0.0008572282,"threshold_uncertainty_score":0.71913975},"labels":[],"label_agreement":null},{"id":"W3162184283","doi":"10.2196/24907","title":"Effective German and English Language mHealth Apps for Self-management of Bronchial Asthma in Children and Adolescents: Comparison Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"German; mHealth; Asthma; Inclusion (mineral); Computer science; App store; English language; Mobile apps; Usability; Medical education; Psychology; Multimedia; Internet privacy; Medicine; World Wide Web; Nursing; Mathematics education; Social psychology; Psychological intervention","score_opus":0.020560818547767836,"score_gpt":0.4321921332245285,"score_spread":0.4116313146767607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162184283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97346246,0.006587309,0.000095564355,0.0007638951,0.00030601083,0.018236255,0.00019804752,0.00012887361,0.00022160304],"genre_scores_gemma":[0.9838676,0.0052448087,0.0012945333,0.001315839,0.00034059188,0.007683598,0.00015275873,0.000056654113,0.000043624634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944609,0.0011034223,0.0016961953,0.0010269765,0.00033295318,0.001379577],"domain_scores_gemma":[0.99676764,0.00050595036,0.00074687955,0.00053032575,0.00024194329,0.0012072835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021604667,0.00038281793,0.0010865536,0.00028638326,0.0010207691,0.000017320279,0.00014728995,0.00028976082,0.000011908525],"category_scores_gemma":[0.00008019117,0.00038336168,0.00004718195,0.00052438804,0.00009943483,0.00012719064,0.00022493543,0.0009759908,0.000003896813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076158164,0.002060686,0.81928736,0.026369633,0.000057353587,0.000004808538,0.03273692,0.0000011977822,0.0000036696006,0.0051312735,0.001060165,0.11252537],"study_design_scores_gemma":[0.01002997,0.0009267444,0.9677624,0.000735068,0.000100464946,0.000006846218,0.016180158,0.00017848666,0.0000027798374,0.0001719979,0.0036604712,0.00024462558],"about_ca_topic_score_codex":0.0012140742,"about_ca_topic_score_gemma":0.0017418347,"teacher_disagreement_score":0.14847505,"about_ca_system_score_codex":0.000304832,"about_ca_system_score_gemma":0.0009073323,"threshold_uncertainty_score":0.99986184},"labels":[],"label_agreement":null},{"id":"W3162707446","doi":"10.2196/20650","title":"A Clinician-Led, Experience-Based Co-Design Approach for Developing mHealth Services to Support the Patient Self-management of Chronic Conditions: Development Study and Design Case","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Self-management; Computer science; Medicine; Psychology; Process management; Psychological intervention; Nursing; Engineering","score_opus":0.16008827405223738,"score_gpt":0.48785979333672436,"score_spread":0.327771519284487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162707446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72343695,0.0040135565,0.19518168,0.006095194,0.00069257506,0.06960878,0.0002669564,0.0003635589,0.0003407545],"genre_scores_gemma":[0.78055483,0.0016739746,0.1325329,0.0109407995,0.00018350997,0.07373271,0.00021647483,0.0000782223,0.000086549335],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99197024,0.001798278,0.0027180656,0.0012165172,0.00053975993,0.0017571289],"domain_scores_gemma":[0.9943692,0.0016586432,0.001156497,0.00084592187,0.0005658174,0.0014039103],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004270228,0.0004869593,0.0009335676,0.0002837607,0.0045243273,0.000035299814,0.0002911466,0.00025777443,0.00003918495],"category_scores_gemma":[0.00005254829,0.00040126752,0.000060308932,0.0008620732,0.000108809545,0.00012386449,0.00018266535,0.0006074472,0.000017195607],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004895942,0.01147413,0.03341439,0.21611635,0.00057748123,0.0003865907,0.25356823,0.0009344301,0.00002476292,0.017518718,0.021087606,0.44000134],"study_design_scores_gemma":[0.03967459,0.020219127,0.11163071,0.0044696466,0.0011831899,0.0006130548,0.44535834,0.023124697,0.0003049326,0.0009841925,0.34914142,0.0032960929],"about_ca_topic_score_codex":0.00026701877,"about_ca_topic_score_gemma":0.00039860074,"teacher_disagreement_score":0.43670526,"about_ca_system_score_codex":0.000926255,"about_ca_system_score_gemma":0.011049556,"threshold_uncertainty_score":0.9998439},"labels":[],"label_agreement":null},{"id":"W3162858350","doi":"10.2196/17780","title":"Measuring the Healthiness of Ready-to-Eat Child-Targeted Cereals: Evaluation of the FoodSwitch Platform in Sweden","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Obesity; Childhood obesity; Environmental health; Public health; Saturated fat; mHealth; Food science; Overweight; Biology; Psychological intervention","score_opus":0.16472962665538915,"score_gpt":0.40995693666174093,"score_spread":0.24522731000635178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162858350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687114,0.015313958,0.000008740659,0.013562056,0.00019953732,0.0013413643,0.0000165376,0.000013139181,0.00083329895],"genre_scores_gemma":[0.9976777,0.0005889265,0.00013902654,0.0014089113,0.000079259175,0.0000518886,0.000015217661,0.000017524317,0.000021553173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976072,0.00022963698,0.00075726886,0.00028896515,0.0007277024,0.000389234],"domain_scores_gemma":[0.99838096,0.0001390046,0.00028524006,0.0004924512,0.00046075016,0.0002415741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026339854,0.0001466438,0.0004741176,0.00011136091,0.00020678384,0.000008930087,0.00012078698,0.000092570954,0.000024898574],"category_scores_gemma":[0.0003005837,0.00008920496,0.00006133312,0.00069689634,0.000051794992,0.000048684306,0.00008250858,0.00038522045,0.0000012671694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001823081,0.0012482237,0.6192815,0.01760856,0.00032175356,0.000008929946,0.033408705,0.00035558132,0.0021740473,0.003283877,0.00034802678,0.32013774],"study_design_scores_gemma":[0.0022818234,0.00024080127,0.99230564,0.0009894517,0.0002842204,0.00005279971,0.0010712193,0.0013349992,0.0007348449,0.00027080523,0.00033888925,0.00009451973],"about_ca_topic_score_codex":0.0017567083,"about_ca_topic_score_gemma":0.0039811064,"teacher_disagreement_score":0.37302414,"about_ca_system_score_codex":0.00021320778,"about_ca_system_score_gemma":0.0021237438,"threshold_uncertainty_score":0.37674302},"labels":[],"label_agreement":null},{"id":"W3162992777","doi":"10.2196/24470","title":"Performance of a Mobile Single-Lead Electrocardiogram Technology for Atrial Fibrillation Screening in a Semirural African Population: Insights From “The Heart of Ethiopia: Focus on Atrial Fibrillation” (TEFF-AF) Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Health and Medical Research Council; National Heart Foundation of Australia; Hospital Research Foundation","keywords":"Atrial fibrillation; Medicine; Cardiology; Population; Internal medicine; Lead (geology); Medical emergency; Environmental health","score_opus":0.06194098180955202,"score_gpt":0.36873185896816163,"score_spread":0.3067908771586096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162992777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903346,0.002233904,0.00009941311,0.0039722505,0.00022874332,0.003012664,0.000019210898,0.000050603474,0.000048621023],"genre_scores_gemma":[0.99606705,0.00028153489,0.001387578,0.00006661049,0.002005029,0.000011387605,0.00012688334,0.000023225195,0.000030693267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976313,0.00021930324,0.0010044917,0.00040136147,0.0004074698,0.00033604293],"domain_scores_gemma":[0.9981987,0.00068352994,0.000497303,0.00033363883,0.00018562056,0.00010121918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004649988,0.00020197776,0.0008433753,0.00036508884,0.00020292753,0.000016014958,0.00006157839,0.00019610835,0.0000063838133],"category_scores_gemma":[0.00024795806,0.00016460381,0.000266781,0.001065836,0.000058185837,0.00010315469,0.000050245322,0.00021652783,9.089973e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042736325,0.000017522372,0.9374313,0.00031867938,0.000099956174,0.0000012735437,0.0009115019,0.0014540716,0.00013995063,0.00027834534,0.000043070515,0.05503072],"study_design_scores_gemma":[0.009104611,0.005816819,0.9714471,0.000262167,0.00031243524,0.000008078466,0.0016603573,0.007524964,0.00023312193,0.00041484897,0.003019579,0.00019593257],"about_ca_topic_score_codex":0.00041079015,"about_ca_topic_score_gemma":0.00026052044,"teacher_disagreement_score":0.054834787,"about_ca_system_score_codex":0.00009975948,"about_ca_system_score_gemma":0.00023762471,"threshold_uncertainty_score":0.6712349},"labels":[],"label_agreement":null},{"id":"W3163030877","doi":"10.2196/25021","title":"Digital Solutions to Alleviate the Burden on Health Systems During a Public Health Care Crisis: COVID-19 as an Opportunity","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Public health; Health care; Digital health; Telehealth; Mental health; Telemedicine; Relevance (law); Business; mHealth; Coronavirus disease 2019 (COVID-19); Medicine; Nursing; Public relations; Political science; Psychiatry; Psychological intervention","score_opus":0.242827926168734,"score_gpt":0.473757033888727,"score_spread":0.23092910771999298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163030877","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21032222,0.011570832,0.00017053318,0.77246684,0.0005085316,0.0033687206,0.0005112494,0.0003978181,0.00068323745],"genre_scores_gemma":[0.76999456,0.004203314,0.000051914827,0.22352389,0.0010570389,0.00023855429,0.00044191998,0.00007256521,0.0004162592],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992623,0.0011059033,0.0013957998,0.0012172057,0.0010559522,0.002602159],"domain_scores_gemma":[0.98109144,0.0003253242,0.0005673382,0.0014264494,0.00048207474,0.016107349],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022700422,0.0005333398,0.0012127213,0.0005077682,0.0033209056,0.00039036165,0.00028087705,0.00023401188,0.00006208392],"category_scores_gemma":[0.0014192845,0.00042577746,0.0001584541,0.0010478934,0.00011152747,0.00034820207,0.00020268119,0.0011179578,0.00007169919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0041427114,0.00367009,0.009338208,0.13136843,0.00038889528,0.0011383757,0.27964604,0.00037137116,0.000019014586,0.02675178,0.32983264,0.21333246],"study_design_scores_gemma":[0.005223359,0.009188983,0.055978093,0.0011329751,0.00006269816,0.0016663781,0.1299298,0.00018759168,0.0000016664725,0.0002142197,0.7956536,0.00076066895],"about_ca_topic_score_codex":0.019640371,"about_ca_topic_score_gemma":0.0033512316,"teacher_disagreement_score":0.55967236,"about_ca_system_score_codex":0.004194852,"about_ca_system_score_gemma":0.052191723,"threshold_uncertainty_score":0.9998194},"labels":[],"label_agreement":null},{"id":"W3163066678","doi":"10.2196/27466","title":"Enabling Wearable Pulse Transit Time-Based Blood Pressure Estimation for Medically Underserved Areas and Health Equity: Comprehensive Evaluation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Biomedical Imaging and Bioengineering; National Institutes of Health","keywords":"Photoplethysmogram; Blood pressure; Medicine; Population; Wearable computer; Wrist; Wearable technology; Computer science; Physical medicine and rehabilitation; Internal medicine; Surgery; Telecommunications; Embedded system","score_opus":0.1087718247160096,"score_gpt":0.38279297729901895,"score_spread":0.27402115258300935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163066678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92564017,0.03315305,0.029520145,0.0040170625,0.00064642396,0.006279733,0.000093552415,0.00047406863,0.00017577178],"genre_scores_gemma":[0.99511373,0.0004854519,0.0032401758,0.0004898171,0.0001874541,0.0003017719,0.00011019271,0.000054839493,0.000016582262],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99747646,0.00025390834,0.00057551183,0.00049130176,0.00054216303,0.00066066836],"domain_scores_gemma":[0.9984388,0.00028047885,0.0001362859,0.00025950442,0.00027536397,0.0006095794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014085113,0.00026768225,0.0005031994,0.00013950594,0.00042376356,0.00009945923,0.00008522904,0.00012847326,0.000025496027],"category_scores_gemma":[0.0000894832,0.00028891835,0.000043486754,0.00029621806,0.000038341972,0.00019997229,0.00003467192,0.00028499405,0.000002495846],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089740276,0.0033240665,0.019824354,0.072279155,0.0013553184,0.00007816446,0.014465156,0.12599503,0.015908958,0.00046705667,0.0024591687,0.74294615],"study_design_scores_gemma":[0.027781002,0.004717122,0.12204425,0.0022467405,0.0023249004,0.00007729425,0.004722544,0.8270223,0.0037312938,0.0030456292,0.00079102785,0.0014959014],"about_ca_topic_score_codex":0.00016910424,"about_ca_topic_score_gemma":0.00018507103,"teacher_disagreement_score":0.74145025,"about_ca_system_score_codex":0.00017085038,"about_ca_system_score_gemma":0.0010317928,"threshold_uncertainty_score":0.9999563},"labels":[],"label_agreement":null},{"id":"W3163328251","doi":"10.2196/26540","title":"Predicting Depression From Smartphone Behavioral Markers Using Machine Learning Methods, Hyperparameter Optimization, and Feature Importance Analysis: Exploratory Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":148,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Hyperparameter; Patient Health Questionnaire; Machine learning; Psychology; mHealth; Clinical psychology; Mental health; Feature (linguistics); Artificial intelligence; Computer science; Applied psychology; Psychiatry; Psychological intervention; Cognition; Depressive symptoms","score_opus":0.09229724354807968,"score_gpt":0.4657507465112854,"score_spread":0.37345350296320573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163328251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841321,0.010621871,0.0034041274,0.00028898913,0.00057760964,0.00064481806,0.00012509266,0.00010847855,0.000096878444],"genre_scores_gemma":[0.96343476,0.00010511965,0.03522364,0.0004347799,0.00009432506,0.00013223727,0.00028981728,0.00004623893,0.00023909459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962349,0.0013239951,0.00076957437,0.00086618256,0.00023879917,0.0005665561],"domain_scores_gemma":[0.9982014,0.00021434488,0.0004867475,0.0004013796,0.000105980565,0.0005901918],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009410524,0.00027339393,0.00058149936,0.00024998013,0.00057099573,0.000099576166,0.00009362054,0.0001742388,0.00020359893],"category_scores_gemma":[0.000060109516,0.00027188688,0.00009298571,0.0007807241,0.00006511377,0.00028907016,0.00013850784,0.0006335706,0.0000028616623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024949876,0.0008572709,0.9803385,0.00016061304,0.00019757632,0.000048130994,0.0033574775,0.00022685165,0.000012765559,0.00000721536,0.00008220759,0.01446189],"study_design_scores_gemma":[0.0028579785,0.0010922939,0.94878453,0.00021035215,0.0014745719,0.0000683494,0.017275402,0.027434422,0.000031731735,0.0000772234,0.00024755605,0.00044560494],"about_ca_topic_score_codex":0.0014717773,"about_ca_topic_score_gemma":0.0014319737,"teacher_disagreement_score":0.03181951,"about_ca_system_score_codex":0.00014312408,"about_ca_system_score_gemma":0.00014689694,"threshold_uncertainty_score":0.99997336},"labels":[],"label_agreement":null},{"id":"W3163401144","doi":"10.2196/25816","title":"A Portable Smartphone-Based Laryngoscope System for High-Speed Vocal Cord Imaging of Patients With Throat Disorders: Instrument Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Medical Research Council; Korea Health Industry Development Institute; National Research Foundation","keywords":"Glottis; Computer science; Frame rate; Artificial intelligence; Computer vision; Medicine; Larynx; Surgery","score_opus":0.025828762558801576,"score_gpt":0.3257784996208153,"score_spread":0.2999497370620137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163401144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938403,0.0002700121,0.0008170418,0.00188504,0.00018481523,0.0027654713,0.00007021144,0.000057555448,0.0001095841],"genre_scores_gemma":[0.9976965,0.0000460284,0.00077485165,0.0006845911,0.000049360235,0.00012932181,0.0005404126,0.000035186167,0.000043749333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980401,0.00011267552,0.0005491246,0.000430063,0.0004154327,0.00045264064],"domain_scores_gemma":[0.9987544,0.00007152338,0.00029914247,0.00029057244,0.00028103302,0.00030335947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038943355,0.00020662048,0.00056280376,0.00012213034,0.00020849462,0.000023346334,0.000048766302,0.000056156587,0.000018133229],"category_scores_gemma":[0.00003213507,0.00016776645,0.000047394158,0.00031386965,0.000048782385,0.00012675066,0.00002185514,0.00014612792,0.0000018586954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023048841,0.002188339,0.97505486,0.0049298503,0.00004717671,0.0000050939134,0.0004957106,0.000005915093,0.00001741675,0.00011103037,0.0003451778,0.014494554],"study_design_scores_gemma":[0.017911362,0.004448945,0.96975416,0.00041257415,0.00029860108,0.0000036994534,0.005854535,0.00040382674,0.00030199133,0.000024794695,0.00038957468,0.0001959659],"about_ca_topic_score_codex":0.0009240417,"about_ca_topic_score_gemma":0.00047243122,"teacher_disagreement_score":0.015606477,"about_ca_system_score_codex":0.00014672727,"about_ca_system_score_gemma":0.00095873873,"threshold_uncertainty_score":0.68413174},"labels":[],"label_agreement":null},{"id":"W3163411640","doi":"10.2196/13496","title":"Effect of Adherence to Smartphone App Use on the Long-term Effectiveness of Weight Loss in Developing and OECD Countries: Retrospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Health Industry Development Institute; Kyung Hee University","keywords":"Psychological intervention; Descriptive statistics; Medicine; Cohort; mHealth; Environmental health; Developing country; Gerontology; Cohort study; Weight loss; Demography; Obesity; Economic growth; Nursing; Economics","score_opus":0.04423397459828929,"score_gpt":0.43716422261835447,"score_spread":0.39293024802006515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163411640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822567,0.00074690895,0.00011801292,0.0013062439,0.00035043882,0.014924723,0.0001027968,0.000043202002,0.00015096771],"genre_scores_gemma":[0.98463804,0.003987294,0.00007378112,0.0017670937,0.000088022556,0.009318036,0.000030305839,0.000038338676,0.000059076734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920068,0.0041087302,0.0014745248,0.0008562388,0.0005267834,0.0010269174],"domain_scores_gemma":[0.9904839,0.006952386,0.00069131656,0.00074833236,0.00043115794,0.00069294416],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007270864,0.00035524546,0.0013014837,0.00026255733,0.00083742116,0.000011995269,0.00019481746,0.00024805914,0.00005800899],"category_scores_gemma":[0.00061445177,0.00026245855,0.00004536503,0.0008210902,0.00018063872,0.00010976618,0.00017655945,0.00093577366,0.000025488953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017420276,0.0002535913,0.97369313,0.0140629755,0.000021569786,0.000009173826,0.0019520392,0.0000010343472,0.000016472382,0.0049684024,0.00018702642,0.0030925763],"study_design_scores_gemma":[0.0028269223,0.002575271,0.99179715,0.0015970777,0.000045546814,0.000005162465,0.00027111804,0.0000075703542,0.00020295971,0.00010768865,0.00039161046,0.0001719192],"about_ca_topic_score_codex":0.0018698248,"about_ca_topic_score_gemma":0.0023001167,"teacher_disagreement_score":0.018104043,"about_ca_system_score_codex":0.0006404641,"about_ca_system_score_gemma":0.00251046,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W3163424563","doi":"10.2196/25878","title":"Barriers and Facilitators Associated With App-Based Treatment for Female Urinary Incontinence: Mixed Methods Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"Urinary incontinence; Randomized controlled trial; Nonprobability sampling; Qualitative research; Medicine; Qualitative property; Psychology; Physical therapy; Urology; Internal medicine; Computer science","score_opus":0.06310835745329098,"score_gpt":0.4292291163821663,"score_spread":0.36612075892887536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163424563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896368,0.0044773812,0.00060919684,0.0026764881,0.00010581815,0.0021145227,0.00011197266,0.000071655195,0.00019616743],"genre_scores_gemma":[0.9838669,0.00030754737,0.0130498465,0.0009193795,0.000033078715,0.0009047553,0.0004665403,0.000029911338,0.0004220604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786973,0.00047008146,0.00034025908,0.0005403939,0.00029476397,0.00048479452],"domain_scores_gemma":[0.9982371,0.0003486048,0.00016874974,0.00025518742,0.00024870512,0.0007416571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000989255,0.00025182104,0.0005389478,0.00011515132,0.00030537698,0.000017744713,0.00002710771,0.00013594526,0.000038569266],"category_scores_gemma":[0.00043109048,0.00019591014,0.000057359448,0.00026115117,0.00010212664,0.00006336105,0.000013058096,0.00010938494,0.0000011306867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047002914,0.0020480778,0.5427836,0.0033492693,0.00061484496,0.000082042316,0.005854929,0.0000249703,0.00021313992,0.00012983191,0.0010563929,0.43914255],"study_design_scores_gemma":[0.041273557,0.01117412,0.92709917,0.0004100912,0.001487608,0.00006948403,0.0053528463,0.008889112,0.00053697656,0.00032195434,0.0029952526,0.00038984616],"about_ca_topic_score_codex":0.00011934988,"about_ca_topic_score_gemma":0.00015033831,"teacher_disagreement_score":0.4387527,"about_ca_system_score_codex":0.0005513938,"about_ca_system_score_gemma":0.0024734843,"threshold_uncertainty_score":0.79889834},"labels":[],"label_agreement":null},{"id":"W3164067602","doi":"10.2196/26006","title":"Smartphone-Based VO2max Measurement With Heart Snapshot in Clinical and Real-world Settings With a Diverse Population: Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gold standard (test); Medicine; Population; Concordance; Internal medicine","score_opus":0.07823474842625293,"score_gpt":0.3568866577192754,"score_spread":0.27865190929302247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164067602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99799913,0.00017164365,0.0001184994,0.00047986666,0.00016821094,0.0008085576,0.0000062617555,0.00009198813,0.00015584072],"genre_scores_gemma":[0.99784976,0.00007573708,0.0015377451,0.00021101027,0.00016227688,0.000086610584,0.000034645393,0.00003529557,0.0000069314333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794143,0.00021900542,0.00053056213,0.00043820546,0.00045259006,0.0004182126],"domain_scores_gemma":[0.99907017,0.00010228365,0.00009483673,0.00024250246,0.0001162445,0.00037398652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010621314,0.00021984825,0.00040058425,0.00016720404,0.00016239333,0.000056955,0.000045294964,0.000063177526,0.000010937837],"category_scores_gemma":[0.000029633455,0.00019396347,0.000020446325,0.0005230892,0.00004247148,0.00016097634,0.000025655481,0.00033175974,0.0000017198822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019485682,0.00017220754,0.9966969,0.0006599064,0.000014942349,0.000028629895,0.0003607384,0.00028008106,0.00007915676,0.000012177013,0.00013923693,0.0013611764],"study_design_scores_gemma":[0.0028038856,0.0006162965,0.99496955,0.00026363297,0.00003920394,0.000008424064,0.0005711336,0.00017249794,0.00020999287,0.000016418273,0.00011957827,0.00020938553],"about_ca_topic_score_codex":0.0011297127,"about_ca_topic_score_gemma":0.0066224155,"teacher_disagreement_score":0.005492703,"about_ca_system_score_codex":0.00024801033,"about_ca_system_score_gemma":0.00026594725,"threshold_uncertainty_score":0.79096},"labels":[],"label_agreement":null},{"id":"W3164170867","doi":"10.2196/28708","title":"Telerehabilitation for Lung Transplant Candidates and Recipients During the COVID-19 Pandemic: Program Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"University Health Network","keywords":"Telerehabilitation; Medicine; Physical therapy; Telehealth; Lung transplantation; Rehabilitation; Telemedicine; Pulmonary rehabilitation; Transplantation; Internal medicine; Health care","score_opus":0.13870943473753794,"score_gpt":0.49638619724540833,"score_spread":0.3576767625078704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164170867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98314047,0.0028430372,0.0012933788,0.009104322,0.0001509489,0.003287914,0.00008416585,0.00006814065,0.000027598506],"genre_scores_gemma":[0.9846132,0.0029823831,0.008787158,0.0022628193,0.00012846806,0.00097308843,0.00017059041,0.00001526128,0.00006703207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984932,0.0002760875,0.00035264227,0.00032436784,0.0002464453,0.00030724745],"domain_scores_gemma":[0.998612,0.0006003388,0.00010226242,0.0001484948,0.00012757954,0.00040932288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014450712,0.00012584135,0.00025395618,0.00006289608,0.00044247598,0.000028143924,0.00002842929,0.00008382286,0.000018223662],"category_scores_gemma":[0.00021287204,0.00008641365,0.000043090673,0.00015055083,0.00006496361,0.00006746258,0.000005630768,0.00015364627,3.084984e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078852783,0.000091275244,0.87489784,0.006814768,0.000025218973,0.0000035957762,0.005259446,0.000004773395,0.00017390799,0.00018417972,0.00010069104,0.111655764],"study_design_scores_gemma":[0.004204264,0.0003192847,0.98996586,0.00011110595,0.00028150826,0.00023977365,0.00048837234,0.0015854351,0.000045264365,0.00030228487,0.0023635854,0.00009324778],"about_ca_topic_score_codex":0.0001162662,"about_ca_topic_score_gemma":0.00039963314,"teacher_disagreement_score":0.115068026,"about_ca_system_score_codex":0.00017297595,"about_ca_system_score_gemma":0.00073125574,"threshold_uncertainty_score":0.35238466},"labels":[],"label_agreement":null},{"id":"W3164503271","doi":"10.2196/27102","title":"Considerations for the Design and Implementation of COVID-19 Contact Tracing Apps: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Contact tracing; eHealth; Computer science; Scope (computer science); Citizen journalism; Coronavirus disease 2019 (COVID-19); Health care; World Wide Web; Medicine; Political science","score_opus":0.18353885526559607,"score_gpt":0.46819090994455864,"score_spread":0.2846520546789626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164503271","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033046424,0.055697974,0.8959202,0.04156744,0.00010831276,0.0032984253,0.000019744626,0.00006113645,0.000022085642],"genre_scores_gemma":[0.9223423,0.019755928,0.023167243,0.034293965,0.000047222602,0.00036628227,0.000008375778,0.000011848934,0.0000068306604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.99840105,0.00021958332,0.00055632915,0.00035500954,0.00016522208,0.00030281796],"domain_scores_gemma":[0.9951617,0.0038486167,0.00027254387,0.00028754634,0.00013081412,0.00029875257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014081617,0.000121469006,0.0003052476,0.000057858007,0.0005446475,0.00013777579,0.000105850115,0.00003213215,0.000009478039],"category_scores_gemma":[0.0005309833,0.00010040837,0.00004052175,0.00021860079,0.00002959936,0.00039813033,0.0000649795,0.000098600554,3.9895278e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011366558,0.00022169408,0.003309619,0.3322327,0.00011921829,0.000041687425,0.022867538,0.00031995686,0.0006032676,0.34307224,0.006818907,0.2902795],"study_design_scores_gemma":[0.05977167,0.01431268,0.15307818,0.27036032,0.00293927,0.0040618074,0.030541841,0.22021903,0.0151012,0.19632103,0.024745086,0.008547894],"about_ca_topic_score_codex":0.00019377154,"about_ca_topic_score_gemma":0.0005092709,"teacher_disagreement_score":0.91903764,"about_ca_system_score_codex":0.00009816334,"about_ca_system_score_gemma":0.0036587873,"threshold_uncertainty_score":0.64905316},"labels":[],"label_agreement":null},{"id":"W3164921094","doi":"10.2196/19536","title":"Factors That Influence the Use of Electronic Diaries in Health Care: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Zuyd Hogeschool; Universiteit Maastricht","keywords":"Psychosocial; PsycINFO; Health care; Implementation research; Applied psychology; Psychology; MEDLINE; Mood; Empirical research; Medicine; Clinical psychology; Psychological intervention; Psychiatry","score_opus":0.1588878174794527,"score_gpt":0.47827229383451136,"score_spread":0.3193844763550587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164921094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7059841,0.27838576,0.000017647833,0.013125417,0.00039279627,0.0017998345,0.00007088681,0.000038039027,0.00018551399],"genre_scores_gemma":[0.9693558,0.019450512,0.000044723718,0.010686917,0.000017644654,0.00020930926,0.00005074429,0.000023081077,0.0001612594],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99661785,0.0006906213,0.0010763593,0.00042628255,0.00024229543,0.00094657316],"domain_scores_gemma":[0.9980661,0.000478256,0.00053779676,0.00050759764,0.00008294222,0.00032730654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006209759,0.00020259264,0.0005826507,0.00010274264,0.00023117675,0.000035534842,0.00015841953,0.00007961081,0.00008300803],"category_scores_gemma":[0.00012712668,0.00015492548,0.000086650645,0.0004679829,0.00015426971,0.00024423737,0.00007899034,0.00046356666,0.00001274174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032818082,0.0016356182,0.3295066,0.3362892,0.00008657721,0.000031597778,0.027246613,0.000015040734,0.0000016422358,0.08620871,0.007297917,0.21135233],"study_design_scores_gemma":[0.0013343277,0.0017344373,0.89599,0.068893775,0.000043836477,0.00006047161,0.0040361863,0.0000056019767,0.000041668765,0.0008478873,0.026580708,0.00043109665],"about_ca_topic_score_codex":0.0026142728,"about_ca_topic_score_gemma":0.0068833847,"teacher_disagreement_score":0.56648344,"about_ca_system_score_codex":0.00034259842,"about_ca_system_score_gemma":0.0017518648,"threshold_uncertainty_score":0.6317678},"labels":[],"label_agreement":null},{"id":"W3164982328","doi":"10.2196/27768","title":"Early Acceptability of a Mobile App for Contact Tracing During the COVID-19 Pandemic in France: National Web-Based Survey","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ligue Contre le Cancer","keywords":"Population; Contact tracing; Pandemic; Multinomial logistic regression; mHealth; Internet privacy; Odds; Medicine; Psychology; Coronavirus disease 2019 (COVID-19); Logistic regression; Psychological intervention; Computer science; Environmental health; Nursing; Disease","score_opus":0.07678817845389231,"score_gpt":0.3926316089465756,"score_spread":0.3158434304926833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164982328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97926146,0.00061454414,0.017397994,0.0012796026,0.00012608731,0.0010370987,0.00014703686,0.00008808869,0.000048062917],"genre_scores_gemma":[0.99586093,0.000042455827,0.0005656858,0.0031491702,0.000041031275,0.00029184614,0.000016359676,0.000011730783,0.000020806967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973486,0.0004236503,0.0006971277,0.0005891705,0.000416938,0.0005245248],"domain_scores_gemma":[0.99572885,0.002986682,0.00027895585,0.00040731646,0.00024404503,0.00035414047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031612176,0.00017458209,0.00039482815,0.00014848285,0.00029773888,0.00010705667,0.0003846963,0.00009733849,0.000012148367],"category_scores_gemma":[0.0009346713,0.00015225515,0.00008185709,0.0007070108,0.000055557746,0.00040495303,0.000091192895,0.00030638455,9.65549e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016860478,0.0002035684,0.9842904,0.0040415754,0.0000074432974,0.0000046343116,0.002480138,0.0007656373,0.00019472129,0.0008501871,0.000039585047,0.0069535044],"study_design_scores_gemma":[0.0022998939,0.00015994257,0.9861077,0.000040947103,0.0000029829516,0.000008550221,0.00007579501,0.010139368,0.00006098719,0.00041234723,0.000550344,0.00014113348],"about_ca_topic_score_codex":0.0013335147,"about_ca_topic_score_gemma":0.0033135933,"teacher_disagreement_score":0.016832307,"about_ca_system_score_codex":0.0005380768,"about_ca_system_score_gemma":0.0054195896,"threshold_uncertainty_score":0.96141195},"labels":[],"label_agreement":null},{"id":"W3165173117","doi":"10.2196/27343","title":"Ethical Development of Digital Phenotyping Tools for Mental Health Applications: Delphi Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Mental health; Digital health; mHealth; Delphi method; Health care; Data science; Computer science; Internet privacy; Psychology; Psychological intervention; Artificial intelligence; Psychiatry; Political science","score_opus":0.16457187968461545,"score_gpt":0.5006166192459215,"score_spread":0.33604473956130604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165173117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9094496,0.00852816,0.022520447,0.032661416,0.001974954,0.018253641,0.0016938657,0.00031975564,0.004598204],"genre_scores_gemma":[0.9892759,0.000028102902,0.0041922266,0.002343468,0.00011553324,0.0031838482,0.0004266609,0.000039578415,0.00039473694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99665684,0.00018031543,0.0014832563,0.0006291018,0.0002984259,0.00075205334],"domain_scores_gemma":[0.9980301,0.0003159134,0.00048039062,0.00038101335,0.0001577845,0.0006347536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009927909,0.00022146798,0.0005155705,0.0001318785,0.00058905664,0.000091469024,0.00016466924,0.00015757483,0.000054332224],"category_scores_gemma":[0.000064538464,0.00023215641,0.00009060985,0.00032707112,0.0000869805,0.00021087057,0.00011266341,0.0003867792,0.000040556002],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036892982,0.0044392375,0.0018632266,0.0028142056,0.00008145743,0.0000019772342,0.012166791,2.5458547e-7,0.0000029183168,0.034279067,0.0025040824,0.94147784],"study_design_scores_gemma":[0.02253907,0.012616919,0.22528131,0.0017117122,0.0001634796,0.00030082802,0.1307814,0.000134417,0.00019523117,0.015663402,0.5885968,0.002015436],"about_ca_topic_score_codex":0.000034775272,"about_ca_topic_score_gemma":0.00016127953,"teacher_disagreement_score":0.9394624,"about_ca_system_score_codex":0.00031204076,"about_ca_system_score_gemma":0.0012329405,"threshold_uncertainty_score":0.94670635},"labels":[],"label_agreement":null},{"id":"W3165585352","doi":"10.2196/22489","title":"Self-Management Apps for People With Epilepsy: Systematic Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Malaya","keywords":"Preprint; Mobile apps; mHealth; Internet privacy; Epilepsy; Computer science; Psychology; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.04008853361791628,"score_gpt":0.4196549986486429,"score_spread":0.37956646503072666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165585352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5634179,0.04002761,0.113890626,0.069371514,0.003790221,0.15797153,0.0015914623,0.0041256095,0.045813493],"genre_scores_gemma":[0.8138316,0.014471973,0.035818722,0.018173764,0.00056095835,0.112124756,0.0008226858,0.00015729191,0.004038196],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9939354,0.0008308765,0.0018167605,0.0010536809,0.00048087726,0.0018823849],"domain_scores_gemma":[0.99423426,0.0013574597,0.00094313687,0.0011060346,0.0005705864,0.001788546],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002092758,0.00040222605,0.0015755642,0.00047469724,0.0027086302,0.0000295534,0.00022506999,0.00029919893,0.00011890585],"category_scores_gemma":[0.00009173668,0.00033074053,0.0001643827,0.0023306126,0.000047644113,0.00011854945,0.000102776656,0.0006500093,0.00010252276],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005168965,0.00072968216,0.09555143,0.7435626,0.0007900521,0.000013757415,0.005013814,0.000021973483,0.0000010634479,0.13778764,0.012337541,0.0036735442],"study_design_scores_gemma":[0.020588636,0.0017710851,0.53699684,0.011276444,0.015113625,0.00008817071,0.03304739,0.0112068,0.0000058631545,0.0051963385,0.36249006,0.0022187443],"about_ca_topic_score_codex":0.00017978475,"about_ca_topic_score_gemma":0.0022264884,"teacher_disagreement_score":0.73228616,"about_ca_system_score_codex":0.00045573327,"about_ca_system_score_gemma":0.002289507,"threshold_uncertainty_score":0.99991447},"labels":[],"label_agreement":null},{"id":"W3165836947","doi":"10.2196/25548","title":"Efficacy and Safety of Text Messages Targeting Adherence to Cardiovascular Medications in Secondary Prevention: TXT2HEART Colombia Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Universidad Pontificia Bolivariana","keywords":"Medicine; Randomized controlled trial; Text messaging; Family medicine; Internal medicine; Internet privacy; Computer science","score_opus":0.0431269314644247,"score_gpt":0.42874139801123917,"score_spread":0.38561446654681447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165836947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86398447,0.044724166,0.0010487643,0.017571373,0.0013427797,0.06417555,0.000116898904,0.0001618905,0.006874079],"genre_scores_gemma":[0.9152974,0.032734614,0.0029898928,0.0040518628,0.0005774964,0.04266586,0.00018065533,0.000058340363,0.0014439055],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98922217,0.0046087657,0.0035833344,0.00087315537,0.0005550167,0.0011575817],"domain_scores_gemma":[0.9919922,0.0044142082,0.0009819872,0.0006810978,0.00044561143,0.0014849324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010652351,0.00033605084,0.003140065,0.00032308634,0.0011832921,0.000014220634,0.00017199638,0.0004039402,0.0004441265],"category_scores_gemma":[0.0020988989,0.0002987292,0.00027616954,0.0008458466,0.00022428775,0.00011924977,0.00015453488,0.0011728437,0.00002854436],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8338539,0.0009523792,0.0016725376,0.009218551,0.00029229012,0.000009107572,0.0064905137,0.000015327558,0.00002991188,0.014735003,0.00743351,0.12529697],"study_design_scores_gemma":[0.92683583,0.0006050834,0.020502688,0.0007625441,0.0002935041,0.0000074768213,0.0018775127,0.00010150621,0.0000036809838,0.0008847591,0.047872484,0.0002528957],"about_ca_topic_score_codex":0.0008171733,"about_ca_topic_score_gemma":0.0006888013,"teacher_disagreement_score":0.12504406,"about_ca_system_score_codex":0.0002069705,"about_ca_system_score_gemma":0.006829789,"threshold_uncertainty_score":0.9999465},"labels":[],"label_agreement":null},{"id":"W3166025748","doi":"10.2196/26703","title":"Effects of a Personalized Smartphone App on Bowel Preparation Quality: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Colonoscopy; Randomized controlled trial; Cathartic; Patient satisfaction; Bisacodyl; Physical therapy; Internal medicine; Colorectal cancer; Surgery","score_opus":0.03303431843549177,"score_gpt":0.3910826101242501,"score_spread":0.35804829168875835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166025748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864319,0.0042992258,0.00041118052,0.001498485,0.0005367142,0.0053333566,0.0000035992293,0.000081138176,0.0014043954],"genre_scores_gemma":[0.994749,0.0012055539,0.0002149011,0.00127596,0.00037774947,0.0010293676,0.000024161796,0.000014775871,0.0011085004],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972194,0.0009823837,0.00078618416,0.00034168817,0.00040416923,0.0002661805],"domain_scores_gemma":[0.9975577,0.0013468983,0.00044113302,0.00018191931,0.00016673851,0.00030560765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016572077,0.00016786941,0.001724133,0.00012409866,0.00012701574,0.000013923929,0.000022848119,0.00013403717,0.000029132425],"category_scores_gemma":[0.0010771627,0.00012702352,0.0002913559,0.0002146045,0.00008800578,0.000035249424,0.000012087722,0.00023362867,0.0000035110875],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.99069405,0.00039169076,0.000028554126,0.002059816,0.000092346076,0.0000072617536,0.0010048286,8.8546676e-7,0.00032208685,0.00055569335,0.00027864083,0.004564178],"study_design_scores_gemma":[0.98849446,0.006217734,0.002408834,0.00022022174,0.00035869665,0.000020138785,0.00010959103,0.0005334301,0.0010593962,0.00014219512,0.00033584278,0.00009945548],"about_ca_topic_score_codex":0.00021748258,"about_ca_topic_score_gemma":0.000044160766,"teacher_disagreement_score":0.008317124,"about_ca_system_score_codex":0.00010511538,"about_ca_system_score_gemma":0.0008186037,"threshold_uncertainty_score":0.5179869},"labels":[],"label_agreement":null},{"id":"W3166976023","doi":"10.2196/28664","title":"Consumer Wearables and the Integration of New Objective Measures in Oncology: Patient and Provider Perspectives","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Smartwatch; Wearable technology; Activity tracker; mHealth; Medicine; Internet privacy; Computer science; Psychological intervention; Nursing","score_opus":0.15700950660993476,"score_gpt":0.511270674458692,"score_spread":0.3542611678487573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166976023","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009924361,0.9809759,0.000036964815,0.0039142654,0.00025705228,0.012777229,0.000096343254,0.000038549042,0.0009112337],"genre_scores_gemma":[0.001322522,0.9872797,0.00046544627,0.0013478068,0.00022904442,0.0089757545,0.000060868966,0.000054741737,0.00026409872],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915034,0.0038768454,0.0023682192,0.00094997644,0.0003253296,0.00097618456],"domain_scores_gemma":[0.9929795,0.0033536379,0.0018537928,0.00051438675,0.0003363633,0.00096230296],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028533472,0.00052472635,0.0029463083,0.00041190165,0.0010021644,0.00001963409,0.00014757966,0.00081598933,0.00003448278],"category_scores_gemma":[0.00080168183,0.0003402703,0.00012094133,0.00064108975,0.00060232007,0.0001099132,0.00017458078,0.002340659,0.000006380189],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019599532,0.00010352013,0.00021296063,0.03623238,0.000030635056,0.0000015645479,0.018985352,5.5653977e-8,4.6264848e-8,0.022847923,0.0024032157,0.9189864],"study_design_scores_gemma":[0.0025321885,0.0003097663,0.0011475198,0.011314941,0.00031401368,0.000031616037,0.018972559,0.000012965931,5.9401774e-8,0.0008857215,0.964238,0.00024065062],"about_ca_topic_score_codex":0.0071330266,"about_ca_topic_score_gemma":0.003946356,"teacher_disagreement_score":0.9618348,"about_ca_system_score_codex":0.0006741459,"about_ca_system_score_gemma":0.013867829,"threshold_uncertainty_score":0.99996096},"labels":[],"label_agreement":null},{"id":"W3167283109","doi":"10.2196/24666","title":"Contactless Sleep Monitoring for Early Detection of Health Deteriorations in Community-Dwelling Older Adults: Exploratory Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sleep (system call); Gerontology; Medicine; Health care; Sleep apnea; Wearable computer; Obstructive sleep apnea","score_opus":0.06332445713988162,"score_gpt":0.39223965024842666,"score_spread":0.32891519310854506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167283109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894677,0.0062645157,0.0012888632,0.00027709708,0.0009807869,0.001582847,0.000016221564,0.000050931834,0.00007105875],"genre_scores_gemma":[0.99859124,0.00048102258,0.000100907455,0.00021557948,0.00007898284,0.00046420356,0.0000178184,0.00003333278,0.000016936392],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9969949,0.0011711732,0.00084934325,0.00032624946,0.00014038557,0.0005179271],"domain_scores_gemma":[0.9986288,0.0002825902,0.0003595716,0.00036775257,0.00014207205,0.00021920187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011882728,0.00017523683,0.00045308852,0.00023890624,0.0005701356,0.00002051347,0.00009981902,0.00016901134,0.000010680344],"category_scores_gemma":[0.000032986634,0.00018337676,0.0000507652,0.00042756152,0.000043961398,0.00011912771,0.000029158575,0.00063252804,0.0000038134037],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010944447,0.005588848,0.33484226,0.0023354243,0.00017323763,0.000010981241,0.37765107,0.000034041674,0.00010313023,0.00019397294,0.00003800921,0.2779346],"study_design_scores_gemma":[0.008263816,0.002048254,0.7149056,0.0003621008,0.000057452216,0.0000063785697,0.2737525,0.0001094388,0.0000848247,0.00009151479,0.000104934894,0.00021315462],"about_ca_topic_score_codex":0.0029052584,"about_ca_topic_score_gemma":0.0031141972,"teacher_disagreement_score":0.38006335,"about_ca_system_score_codex":0.00012066241,"about_ca_system_score_gemma":0.00024486883,"threshold_uncertainty_score":0.7477887},"labels":[],"label_agreement":null},{"id":"W3167600522","doi":"10.2196/28677","title":"User Perspectives on a Resilience-Building App (JoyPop): Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Lakehead University","funders":"","keywords":"Psychological intervention; Mood; Psychology; mHealth; Psychological resilience; Applied psychology; Resilience (materials science); Sample (material); Qualitative research; Clinical psychology; Social psychology; Psychiatry","score_opus":0.100994900561666,"score_gpt":0.5268337879193719,"score_spread":0.42583888735770586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167600522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97444564,0.0017505623,0.000058310055,0.0049775573,0.0008677204,0.0011101072,0.00009722438,0.00013797302,0.016554896],"genre_scores_gemma":[0.99192756,0.000049345213,0.00032276337,0.0015901511,0.00016993932,0.0003835822,0.000014948544,0.000036280755,0.0055054473],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961363,0.0010761175,0.00070107693,0.0009058207,0.00035884185,0.00082184584],"domain_scores_gemma":[0.99808055,0.0003880735,0.00025224456,0.0005039554,0.00013456245,0.0006406104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087693427,0.00025086076,0.00041008147,0.00021510033,0.0004678245,0.00006265328,0.00015989877,0.0001024542,0.00034088903],"category_scores_gemma":[0.0001113309,0.00024233884,0.00008727046,0.00053623435,0.00013876714,0.0001714817,0.00008626921,0.0004826362,0.00024115316],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013178291,0.010332404,0.002765459,0.00087560486,0.00010681374,0.00017469862,0.57046384,0.0000013613027,0.0000054870375,0.33245158,0.011259155,0.070245795],"study_design_scores_gemma":[0.0025940826,0.0056723487,0.12636891,0.00024776038,0.000037682337,0.000060304894,0.855625,0.0000052211344,0.000023418252,0.0038464179,0.0051876376,0.00033123835],"about_ca_topic_score_codex":0.00049559923,"about_ca_topic_score_gemma":0.00031571047,"teacher_disagreement_score":0.32860518,"about_ca_system_score_codex":0.00032002162,"about_ca_system_score_gemma":0.00029741426,"threshold_uncertainty_score":0.9882291},"labels":[],"label_agreement":null},{"id":"W3169589642","doi":"10.2196/14466","title":"Using Goal-Directed Design to Create a Mobile Health App to Improve Patient Compliance With Hypertension Self-Management: Development and Deployment","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Self-management; Focus group; Medicine; mHealth; Goal setting; Software deployment; Process management; Computer science; Psychology; Nursing; Psychological intervention; Engineering; Business","score_opus":0.08784477746794835,"score_gpt":0.4065028249171734,"score_spread":0.31865804744922505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169589642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331646,0.0017453528,0.007869617,0.0035022616,0.0005596123,0.051644903,0.000071096714,0.000878469,0.00056410086],"genre_scores_gemma":[0.6379642,0.002274465,0.2583221,0.054092564,0.00021315436,0.046220712,0.000076478704,0.00022039367,0.00061598216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99287164,0.00068751205,0.001741699,0.0015487197,0.00062466704,0.0025257643],"domain_scores_gemma":[0.9935936,0.0003340914,0.0007585751,0.00084296794,0.0003381313,0.0041326843],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015611564,0.00060599274,0.0010932401,0.0004858945,0.00249407,0.000034318407,0.000222797,0.00022801699,0.000038458576],"category_scores_gemma":[0.00002115679,0.00051672495,0.00003363384,0.0009745002,0.000043651224,0.00014235055,0.00029214568,0.00072365865,0.0003054946],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005124413,0.001748669,0.020530567,0.037451044,0.00014951527,0.000027055623,0.03135328,0.0005192112,0.0003513119,0.002462498,0.014093361,0.8861891],"study_design_scores_gemma":[0.013323141,0.013255921,0.13413318,0.006181759,0.00017644544,0.00009271896,0.010022343,0.0088486,0.00013712034,0.00013169432,0.8114909,0.0022061716],"about_ca_topic_score_codex":0.000988035,"about_ca_topic_score_gemma":0.00026180196,"teacher_disagreement_score":0.8839829,"about_ca_system_score_codex":0.0014020804,"about_ca_system_score_gemma":0.002894064,"threshold_uncertainty_score":0.99972844},"labels":[],"label_agreement":null},{"id":"W3170114463","doi":"10.2196/27021","title":"Toward a Better Understanding of the Intention to Use mHealth Apps: Exploratory Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; eHealth; Download; Psychology; Technology acceptance model; Promotion (chess); Usability; Health promotion; Exploratory research; Applied psychology; Internet privacy; Health care; Medicine; Psychological intervention; Computer science; World Wide Web; Public health; Nursing; Human–computer interaction","score_opus":0.2926389954969588,"score_gpt":0.4753536747929736,"score_spread":0.18271467929601476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170114463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95688266,0.00071473274,0.002757328,0.027095918,0.0016118599,0.009903721,0.00012821231,0.00016627117,0.00073927554],"genre_scores_gemma":[0.96683085,0.001253012,0.0007245992,0.02519401,0.00027857098,0.0051378845,0.000036101937,0.000070470145,0.00047447236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924194,0.0021774378,0.0021232504,0.0009488625,0.0006972334,0.0016337909],"domain_scores_gemma":[0.994662,0.0008522685,0.00094850204,0.0012171507,0.00052893424,0.0017911821],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025369276,0.0003790578,0.00084643875,0.00030778235,0.002427564,0.000029760282,0.0003420023,0.00030830206,0.0001337016],"category_scores_gemma":[0.00046247643,0.0003028485,0.000120155164,0.0014919661,0.00013512721,0.00026330873,0.00038921912,0.001432173,0.00007935072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008126108,0.0019758567,0.8260914,0.015994916,0.000068331916,0.000015889811,0.04925716,0.000006115374,0.00012696591,0.04195455,0.03780292,0.025893284],"study_design_scores_gemma":[0.0042438274,0.0009553646,0.82757974,0.0011583995,0.00017218292,0.000017975053,0.08227647,0.00009620037,0.00002056627,0.0033980382,0.07960118,0.00048003125],"about_ca_topic_score_codex":0.0011940415,"about_ca_topic_score_gemma":0.0041686534,"teacher_disagreement_score":0.04179826,"about_ca_system_score_codex":0.0010929345,"about_ca_system_score_gemma":0.0046487194,"threshold_uncertainty_score":0.99994236},"labels":[],"label_agreement":null},{"id":"W3172102065","doi":"10.2196/24116","title":"Effects of Telemedicine and mHealth on Systolic Blood Pressure Management in Stroke Patients: Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; mHealth; Telemedicine; Meta-analysis; Randomized controlled trial; Stroke (engine); Blood pressure; Cochrane Library; Psychological intervention; Physical therapy; Internal medicine; Health care; Nursing","score_opus":0.0653295108427345,"score_gpt":0.41118128412620497,"score_spread":0.3458517732834705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172102065","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010918388,0.94006735,0.0000126772775,0.00048253048,0.00006245673,0.05878595,0.0002337505,0.000019177724,0.00022690817],"genre_scores_gemma":[0.00063779735,0.98911834,0.00021122047,0.0014904708,0.000036241,0.00764194,0.00023722302,0.000056482884,0.00057026657],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98056924,0.00752963,0.009127201,0.0010483753,0.0011103156,0.0006152333],"domain_scores_gemma":[0.98158056,0.008104329,0.008521657,0.00095433136,0.00025669875,0.0005824276],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.01683627,0.0009863288,0.08426574,0.0020409208,0.00006297791,0.000016056185,0.00018310407,0.000323562,0.00003915378],"category_scores_gemma":[0.004206012,0.0005382808,0.0033514744,0.001192904,0.00017670899,0.000038332222,0.0001674859,0.00059137976,4.901592e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022386552,0.0004296179,0.0000045139013,0.73839456,0.2558547,0.000019601583,0.00007427,1.2421695e-7,1.7556014e-8,0.00019200181,0.00033151623,0.0024604097],"study_design_scores_gemma":[0.09314167,0.00048754807,0.000025469813,0.14095463,0.76350385,0.000011481035,0.00003671184,0.000011195406,1.3884365e-7,0.0000011622221,0.0016407181,0.00018539999],"about_ca_topic_score_codex":0.00010085801,"about_ca_topic_score_gemma":0.000006551466,"teacher_disagreement_score":0.59743994,"about_ca_system_score_codex":0.00009499666,"about_ca_system_score_gemma":0.0003271557,"threshold_uncertainty_score":0.99970686},"labels":[],"label_agreement":null},{"id":"W3172505951","doi":"10.2196/27603","title":"Effect of Mobile Phone Text Message Reminders on the Completion and Timely Receipt of Routine Childhood Vaccinations: Superiority Randomized Controlled Trial in Northwest Ethiopia","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Receipt; mHealth; Psychological intervention; Randomized controlled trial; Mobile phone; Vaccination; Blinding; Intervention (counseling); Family medicine; Test (biology); Nursing; Computer science","score_opus":0.01910757938935209,"score_gpt":0.3465198777842195,"score_spread":0.3274122983948674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172505951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98795813,0.0018560224,0.0000055706896,0.0042990437,0.00017033669,0.004560118,0.000009706804,0.000013363635,0.001127689],"genre_scores_gemma":[0.994034,0.0051032966,0.000019171295,0.0002846871,0.00011763565,0.00033995288,0.000016880724,0.000007951054,0.0000764083],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99509484,0.0032209335,0.0008059741,0.00025389527,0.0003336435,0.0002907168],"domain_scores_gemma":[0.99524623,0.0038842468,0.00042593796,0.00017532572,0.0001296106,0.00013865251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007118109,0.00014474212,0.0013112067,0.00010968587,0.00038021692,0.000023900693,0.00008665743,0.0001328036,0.00016081249],"category_scores_gemma":[0.0016005135,0.000097410346,0.00012523675,0.00037925053,0.00005968291,0.00008554499,0.00002331351,0.0003035809,0.000001827052],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88950413,0.0011455565,0.031696055,0.0012402945,0.000102339625,0.0000068832974,0.04394894,0.000009902303,0.00005845454,0.012739384,0.00025943902,0.019288588],"study_design_scores_gemma":[0.8901545,0.0012824123,0.10527066,0.00021346702,0.00012246834,0.0000017378042,0.0020424884,0.00007650098,0.00009148188,0.00044921224,0.00016262343,0.00013244184],"about_ca_topic_score_codex":0.0021412182,"about_ca_topic_score_gemma":0.004139685,"teacher_disagreement_score":0.07357461,"about_ca_system_score_codex":0.00007122483,"about_ca_system_score_gemma":0.00063418737,"threshold_uncertainty_score":0.39722788},"labels":[],"label_agreement":null},{"id":"W3172601496","doi":"10.2196/29840","title":"Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Economic and Social Research Council; Department of Health and Social Care; Medical Research Council; Scottish Government; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Institut Català de la Salut; Innovative Medicines Initiative; ZonMw; National Institute for Health Research Applied Research Collaboration South London; South London and Maudsley NHS Foundation Trust; NIHR Maudsley Biomedical Research Centre; Health and Social Care Research and Development Division; Public Health Agency; GIESKES-STRIJBIS FONDS; European Society of Cardiology; European Commission; National Institute for Health and Care Research; University College London; Wellcome Trust; Alzheimer's Society; King's College London; Engineering and Physical Sciences Research Council; UK Research and Innovation; British Heart Foundation; European Federation of Pharmaceutical Industries and Associations; King's College Hospital NHS Foundation Trust","keywords":"Bluetooth; Loneliness; Patient Health Questionnaire; Depression (economics); Medicine; Psychology; Computer science; Psychiatry; Depressive symptoms; Telecommunications; Anxiety","score_opus":0.10828295896203499,"score_gpt":0.4484685559061991,"score_spread":0.3401855969441641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172601496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789665,0.009329317,0.00008840657,0.0008533519,0.0014293684,0.0030712006,0.003615312,0.0002547003,0.0023918592],"genre_scores_gemma":[0.99370104,0.00017665974,0.00034566695,0.0015439901,0.00023239295,0.0011495571,0.0015968034,0.000076381395,0.0011775277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99427164,0.00087158143,0.001336523,0.0016076552,0.0006361809,0.0012764273],"domain_scores_gemma":[0.996304,0.00053652603,0.0006737214,0.0014858479,0.0002358582,0.000764063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00087990693,0.0004471566,0.0007276947,0.000109436885,0.0010177831,0.00018181128,0.00062596845,0.0002509766,0.00037287897],"category_scores_gemma":[0.00012560685,0.0004676882,0.00006787485,0.00089587504,0.00016856006,0.0007232536,0.0007692197,0.0007948019,0.00009810923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009031095,0.011948985,0.85179555,0.0027130954,0.00038485447,0.00028510476,0.019570058,0.0000027908566,0.0000035634403,0.00022624555,0.09420335,0.017963313],"study_design_scores_gemma":[0.0043362235,0.0049837823,0.9592853,0.0004561446,0.00029013533,0.00042532862,0.016669018,0.00020139676,0.000025725707,0.00019957664,0.012590803,0.0005365351],"about_ca_topic_score_codex":0.003630687,"about_ca_topic_score_gemma":0.001422521,"teacher_disagreement_score":0.1074898,"about_ca_system_score_codex":0.00034672246,"about_ca_system_score_gemma":0.000997194,"threshold_uncertainty_score":0.9997775},"labels":[],"label_agreement":null},{"id":"W3173084515","doi":"10.2196/28175","title":"Supportive Accountability and Mobile App Use in a Tobacco Control Intervention Targeting Low-Income Minority Mothers Who Smoke: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Observational study; Intervention (counseling); Tobacco control; Low income; Accountability; Environmental health; Smoke; Medicine; Mobile apps; Psychology; Public health; Political science; Nursing; Computer science; Internal medicine; Socioeconomics; Geography; World Wide Web; Economics","score_opus":0.09024789278787476,"score_gpt":0.4112356349672693,"score_spread":0.3209877421793945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173084515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99767643,0.00026418292,0.00002952482,0.0003353369,0.00013043237,0.0014620775,0.000045383345,0.000039144554,0.000017473067],"genre_scores_gemma":[0.9987784,0.00007571965,0.000047515077,0.0005795723,0.00008927984,0.00024279921,0.00011481762,0.000013260985,0.000058644866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789095,0.00038642588,0.0006244907,0.00045971174,0.0003063201,0.00033212663],"domain_scores_gemma":[0.9989329,0.00020951698,0.0002085606,0.00020431404,0.00019793482,0.00024676634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001540981,0.00016016446,0.0004297848,0.00010227897,0.00018133369,0.000048626334,0.00003438971,0.000114562776,0.00007736125],"category_scores_gemma":[0.00018598216,0.00015362533,0.000048544098,0.00025297015,0.000051188268,0.00027467526,0.000031146017,0.0004521569,5.3839165e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003786379,0.000981131,0.98937184,0.0006934491,0.000012653213,0.0000141386,0.0036684568,0.0000025475395,0.000020179963,0.00001878193,0.000045460467,0.0047927108],"study_design_scores_gemma":[0.004501463,0.00053151086,0.9874972,0.00013247745,0.00007654708,0.000011089259,0.006895046,0.00014891886,0.000012342411,0.000029461922,0.00005682107,0.00010714055],"about_ca_topic_score_codex":0.0028591773,"about_ca_topic_score_gemma":0.00091355573,"teacher_disagreement_score":0.0046855705,"about_ca_system_score_codex":0.00028904274,"about_ca_system_score_gemma":0.0003268726,"threshold_uncertainty_score":0.62646586},"labels":[],"label_agreement":null},{"id":"W3174265130","doi":"10.2196/28232","title":"Methods for Authenticating Participants in Fully Web-Based Mobile App Trials from the iReach Project: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Allergy and Infectious Diseases; Emory University; University of Pennsylvania","keywords":"Psychological intervention; Randomized controlled trial; Medicine; Web application; Social media; Family medicine; Condom; Internet privacy; Intervention (counseling); World Wide Web; Computer science; Human immunodeficiency virus (HIV); Nursing","score_opus":0.3465902986234433,"score_gpt":0.6198504575589269,"score_spread":0.27326015893548355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174265130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95604694,0.003689135,0.003620815,0.0042701787,0.0013190741,0.02981454,0.0007058967,0.0002409034,0.0002925203],"genre_scores_gemma":[0.85244864,0.0005004298,0.0137187205,0.007968374,0.0011476617,0.12333245,0.0004344037,0.00008195039,0.0003673558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9838078,0.008314953,0.0039416263,0.0012891738,0.00045415788,0.0021922984],"domain_scores_gemma":[0.9793891,0.01655905,0.0014559645,0.0010491844,0.00053390424,0.0010128196],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.023837525,0.0004093211,0.0013070366,0.00020965986,0.0032846667,0.000073673014,0.00036548174,0.00045132558,0.00022143254],"category_scores_gemma":[0.0037753228,0.000311221,0.00016777871,0.0009686052,0.00014515959,0.00012288273,0.00014081725,0.0014712596,0.0000407012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001174757,0.0015277342,0.8945048,0.0028496608,0.000036553687,0.0000027941753,0.0066065723,0.000019694144,0.00008501514,0.0017587787,0.003600723,0.08783294],"study_design_scores_gemma":[0.010072973,0.0005665798,0.8707452,0.00018233471,0.00011630003,0.000001951448,0.0070311064,0.0063187554,0.000012888796,0.0016219176,0.103019506,0.00031051828],"about_ca_topic_score_codex":0.0034062362,"about_ca_topic_score_gemma":0.004004573,"teacher_disagreement_score":0.10359828,"about_ca_system_score_codex":0.0005235186,"about_ca_system_score_gemma":0.011867951,"threshold_uncertainty_score":0.999934},"labels":[],"label_agreement":null},{"id":"W3174945512","doi":"10.2196/26603","title":"Psychoeducational Social Anxiety Mobile Apps: Systematic Search in App Stores, Content Analysis, and Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Western Sydney University; University of Sydney","keywords":"Upload; Social media; App store; Internet privacy; Social anxiety; Anxiety; Download; Psychology; World Wide Web; Mobile apps; Shyness; Mobile device; Android (operating system); Computer science; Psychiatry","score_opus":0.1776712273805316,"score_gpt":0.5150570378200142,"score_spread":0.3373858104394826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174945512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821835,0.010517037,0.00007595693,0.0026862554,0.0005538846,0.0021626183,0.000108423825,0.0000347003,0.0016776035],"genre_scores_gemma":[0.9960319,0.0001734493,0.00013618758,0.00078387855,0.00011960043,0.0017698872,0.0002717068,0.000016743246,0.0006966731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650836,0.00097426336,0.0009331959,0.0005709649,0.00047001793,0.0005432174],"domain_scores_gemma":[0.99872786,0.00015509305,0.00024529552,0.00026672866,0.00021655676,0.00038844696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002172209,0.00016857339,0.00051438686,0.0003629347,0.00026315026,0.00006064739,0.00008650555,0.00013193792,0.00026431607],"category_scores_gemma":[0.000036050395,0.0001689515,0.000094022726,0.0008973943,0.00008776251,0.0001245065,0.000042168875,0.00029641401,0.000041088286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001097107,0.0119847655,0.41753638,0.1323855,0.0013315065,0.00003245938,0.055897236,0.00003313194,0.000029766645,0.087418705,0.0109569095,0.28129652],"study_design_scores_gemma":[0.0018062402,0.0003173498,0.9852382,0.00064465846,0.0002918374,0.00004900466,0.009812311,0.0005378228,0.000003829978,0.00071172486,0.00039855044,0.00018847804],"about_ca_topic_score_codex":0.00076818885,"about_ca_topic_score_gemma":0.0013205182,"teacher_disagreement_score":0.5677018,"about_ca_system_score_codex":0.00044284484,"about_ca_system_score_gemma":0.0005608429,"threshold_uncertainty_score":0.68896425},"labels":[],"label_agreement":null},{"id":"W3175559256","doi":"10.2196/22653","title":"Appropriation of mHealth Interventions for Maternal Health Care in Sub-Saharan Africa: Hermeneutic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Appropriation; Context (archaeology); Medicine; Nursing; Health care; Psychology; Political science; Geography","score_opus":0.20697797545741783,"score_gpt":0.5403538783836509,"score_spread":0.3333759029262331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175559256","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000041565225,0.9559876,0.00018527565,0.002633278,0.001125203,0.037382554,0.0021599166,0.00014505538,0.00033958923],"genre_scores_gemma":[0.000060405073,0.9348192,0.0011299837,0.0032787102,0.0006085404,0.05618799,0.0034620466,0.00021988309,0.00023323945],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9813042,0.0042369463,0.008901266,0.0018168129,0.00068858365,0.0030521571],"domain_scores_gemma":[0.9874687,0.001491859,0.006687355,0.0014677056,0.0007444522,0.002139892],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006209003,0.0010896735,0.0074876486,0.0011519437,0.0015475787,0.000020850808,0.0006299786,0.0011451218,0.00011921881],"category_scores_gemma":[0.00040593892,0.001011049,0.0010127032,0.0019172694,0.00015506809,0.00016879186,0.00024663648,0.0027701615,0.00006666265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003572174,0.00015810275,0.000035845063,0.5052091,0.000021224707,0.0000010977932,0.00041796258,1.35728e-7,1.746936e-8,0.0010578565,0.016061677,0.47700128],"study_design_scores_gemma":[0.0012848391,0.00053253805,0.00042499643,0.24526498,0.0004918887,0.000015308347,0.00028325577,0.000005818234,4.3276724e-8,0.00008912193,0.75121987,0.0003873461],"about_ca_topic_score_codex":0.00071345316,"about_ca_topic_score_gemma":0.0020385548,"teacher_disagreement_score":0.7351582,"about_ca_system_score_codex":0.0028921445,"about_ca_system_score_gemma":0.023301333,"threshold_uncertainty_score":0.9997523},"labels":[],"label_agreement":null},{"id":"W3176253722","doi":"10.2196/23109","title":"The Utility of Real-Time Remote Auscultation Using a Bluetooth-Connected Electronic Stethoscope: Open-Label Randomized Controlled Pilot Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stethoscope; Auscultation; Bluetooth; Medicine; Session (web analytics); Headset; Telemedicine; Randomized controlled trial; Heart sounds; Physical therapy; Computer science; Wireless; Telecommunications; Surgery; Health care; Internal medicine","score_opus":0.07381833504213893,"score_gpt":0.41795345567451464,"score_spread":0.3441351206323757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176253722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813765,0.0038817974,0.0012751654,0.0019328265,0.00014435318,0.009455498,0.000020928916,0.00013428254,0.0017786458],"genre_scores_gemma":[0.9812032,0.013167682,0.0042591915,0.00052562734,0.0001423816,0.00026951675,0.00008599839,0.000028867924,0.0003175461],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9951538,0.002062324,0.0013810035,0.00044816235,0.00037567774,0.00057906494],"domain_scores_gemma":[0.996261,0.0015947063,0.00085020286,0.000424011,0.00056883733,0.00030121746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005560554,0.00024405734,0.0020258457,0.00014354165,0.0005069331,0.00007146812,0.00013982423,0.00013439491,0.000038831702],"category_scores_gemma":[0.0014753677,0.0001597553,0.00022733916,0.0007013149,0.00023503035,0.00013880724,0.000056095774,0.0003823147,0.0000014146832],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9783718,0.0005446563,0.00002237663,0.00056469964,0.000314135,0.0000049394625,0.0005452707,3.0998643e-7,0.0056086406,0.0014861152,0.00042924876,0.01210782],"study_design_scores_gemma":[0.9818469,0.0021473689,0.0010588435,0.00024311764,0.0007719589,0.000029424678,0.0002684051,0.008152847,0.0014356507,0.0035464102,0.00032628188,0.00017273532],"about_ca_topic_score_codex":0.0007423109,"about_ca_topic_score_gemma":0.00005554898,"teacher_disagreement_score":0.011935084,"about_ca_system_score_codex":0.00009746269,"about_ca_system_score_gemma":0.0023362716,"threshold_uncertainty_score":0.6514632},"labels":[],"label_agreement":null},{"id":"W3176292696","doi":"10.2196/25558","title":"Development of Digital Health Messages for Rural Populations in Tanzania: Multi- and Interdisciplinary Approach","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Direktoratet for Utviklingssamarbeid; Norges Forskningsråd","keywords":"Tanzania; mHealth; Digital health; Computer science; Environmental health; Medicine; Data science; Health care; Geography; Environmental planning; Political science; Psychological intervention; Nursing","score_opus":0.13773069538606414,"score_gpt":0.4091776564640069,"score_spread":0.27144696107794275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176292696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6649945,0.0033684375,0.32001537,0.010041048,0.00027941744,0.0009138589,0.000035869103,0.00009706493,0.0002544416],"genre_scores_gemma":[0.6892063,0.00010119376,0.310262,0.00024920027,0.00001117658,0.00006634735,0.00004755381,0.000008517788,0.000047677495],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984529,0.000098846416,0.00062663975,0.00025477845,0.00014724296,0.00041959854],"domain_scores_gemma":[0.9991168,0.00011260919,0.00019890112,0.00029382805,0.000082900624,0.0001949568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005286232,0.00014601744,0.00035285042,0.00018355297,0.00043086457,0.000084538755,0.00024402478,0.00005893258,4.80806e-7],"category_scores_gemma":[0.00002859477,0.0001435927,0.000022788163,0.0003142972,0.000063080646,0.0003379525,0.00063770096,0.0001776298,3.2384318e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001282919,0.0017940952,0.060679056,0.015640957,0.000042566993,0.000008705217,0.27726296,0.00007610945,0.000029741075,0.11045899,0.0014185151,0.53246003],"study_design_scores_gemma":[0.0027427655,0.0003153604,0.934626,0.00055014464,0.0000065729987,0.000116821255,0.019974587,0.030446492,0.000044159613,0.009587981,0.001075566,0.0005135891],"about_ca_topic_score_codex":0.000030224839,"about_ca_topic_score_gemma":0.0002453662,"teacher_disagreement_score":0.8739469,"about_ca_system_score_codex":0.00012989837,"about_ca_system_score_gemma":0.001214165,"threshold_uncertainty_score":0.585554},"labels":[],"label_agreement":null},{"id":"W3176430891","doi":"10.2196/21088","title":"Usefulness of Smartphone Apps for Improving Nutritional Status of Pancreatic Cancer Patients: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Smartphone application; Pancreatic cancer; Medicine; mHealth; Cancer; Physical therapy; Internal medicine; Multimedia; Computer science; Psychological intervention; Nursing","score_opus":0.051724909432628245,"score_gpt":0.3814121075227241,"score_spread":0.32968719809009583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176430891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98166454,0.006464434,0.0003103227,0.0019302154,0.00060009665,0.008576126,0.00027949832,0.000025159357,0.00014960275],"genre_scores_gemma":[0.9869325,0.0055070124,0.002373196,0.0015118276,0.00032514508,0.0029444837,0.00024679708,0.000025348607,0.00013369665],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9968407,0.00031785067,0.0015911757,0.0003037355,0.0003684313,0.0005780622],"domain_scores_gemma":[0.99646485,0.0011293631,0.0008549827,0.00017264528,0.0008125953,0.0005655519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011208173,0.00017715187,0.0023391945,0.00018786416,0.00015458347,0.000007874476,0.000034971286,0.00012218273,0.00010605394],"category_scores_gemma":[0.0007682108,0.00014327888,0.00026103866,0.00022110238,0.00013491508,0.000055166638,0.000017484432,0.00019655659,4.215379e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96251726,0.001515725,0.0057254406,0.021757524,0.00009236105,0.0000013329272,0.00044898406,3.54275e-7,0.000091679605,0.0018270506,0.0003839161,0.0056383424],"study_design_scores_gemma":[0.987722,0.00096017646,0.007959474,0.00071489566,0.00048413855,0.0000036912502,0.00024266315,0.00045083265,0.00025095828,0.00062172714,0.00048399216,0.00010547713],"about_ca_topic_score_codex":0.0003633288,"about_ca_topic_score_gemma":0.000038877628,"teacher_disagreement_score":0.025204685,"about_ca_system_score_codex":0.00015480077,"about_ca_system_score_gemma":0.002391592,"threshold_uncertainty_score":0.5842743},"labels":[],"label_agreement":null},{"id":"W3178183102","doi":"10.2196/31899","title":"Correction: Continuous Monitoring of Vital Signs Using Wearable Devices on the General Ward: Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Vital signs; Wearable technology; Computer science; Medicine; Embedded system","score_opus":0.1325612931121723,"score_gpt":0.4323305355045804,"score_spread":0.2997692423924081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178183102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99367553,0.0009352289,0.000073446405,0.0028860827,0.0009935239,0.001042059,0.0000073167116,0.000039697305,0.0003471085],"genre_scores_gemma":[0.99638367,0.00024650517,0.00036244802,0.0017929642,0.00085646985,0.00004746191,0.00001128478,0.000021058204,0.000278169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807036,0.0002149062,0.000588976,0.00030043875,0.00039237176,0.0004329573],"domain_scores_gemma":[0.9987542,0.00022146585,0.00027563027,0.00025258036,0.00018480221,0.00031133974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006399605,0.00015797315,0.0004206904,0.00010141669,0.00037753276,0.000017177663,0.000046947353,0.000036646205,0.00009200806],"category_scores_gemma":[0.00008357809,0.00011394945,0.000029814764,0.00034140854,0.000042957745,0.000060675568,0.000027196531,0.00032883795,0.0000040712143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008001715,0.0014489909,0.96353495,0.0011249186,0.00006373336,0.00005215801,0.0029299618,0.0000114224795,0.0017426137,0.000121255995,0.0029180776,0.025251752],"study_design_scores_gemma":[0.0042888704,0.018757446,0.94643396,0.00046370388,0.00024010133,0.00019816899,0.025333483,0.00032943644,0.0019482264,0.00002808137,0.0018049678,0.00017353638],"about_ca_topic_score_codex":0.0013381364,"about_ca_topic_score_gemma":0.00012021164,"teacher_disagreement_score":0.025078215,"about_ca_system_score_codex":0.00012283924,"about_ca_system_score_gemma":0.00070810673,"threshold_uncertainty_score":0.4646724},"labels":[],"label_agreement":null},{"id":"W3178462476","doi":"10.2196/27455","title":"Feasibility and Effectiveness of Assessing Subhealth Using a Mobile Health Management App (MibyeongBogam) in Early Middle-Aged Koreans: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Mobile apps; Medicine; Physical therapy; Gerontology; Psychological intervention; Computer science; Nursing; World Wide Web; Surgery","score_opus":0.10445777980140343,"score_gpt":0.4703861419031715,"score_spread":0.3659283621017681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178462476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9147279,0.015746458,0.0010225828,0.00067098235,0.0008517276,0.066054694,0.00007756671,0.00015152493,0.00069653784],"genre_scores_gemma":[0.9366709,0.018025959,0.0028047462,0.0020775977,0.00024937905,0.03990897,0.00010499152,0.0000890928,0.000068380185],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9737493,0.016158462,0.005263732,0.0016065527,0.00077241077,0.0024495337],"domain_scores_gemma":[0.9868964,0.0067900848,0.002796066,0.0010454457,0.00044425266,0.0020277842],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02486144,0.0006926427,0.005405553,0.00073971506,0.001886898,0.000047857822,0.000242497,0.0005606148,0.000051341325],"category_scores_gemma":[0.0006644777,0.0006176839,0.000313027,0.0013482068,0.0004468818,0.0003272194,0.0002396042,0.0017525805,0.000006410834],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.81433076,0.0020766587,0.065814,0.082073994,0.00012986055,0.000025383173,0.0043899156,0.000023886543,0.000023308945,0.01704023,0.000087693676,0.013984313],"study_design_scores_gemma":[0.869219,0.00081837893,0.1196338,0.0032173502,0.00019504338,0.000015699903,0.002780411,0.0007945421,0.0000037554403,0.002487666,0.0004250144,0.00040935545],"about_ca_topic_score_codex":0.0044493238,"about_ca_topic_score_gemma":0.0011770094,"teacher_disagreement_score":0.07885665,"about_ca_system_score_codex":0.0014559961,"about_ca_system_score_gemma":0.007796821,"threshold_uncertainty_score":0.9996275},"labels":[],"label_agreement":null},{"id":"W3178950161","doi":"10.2196/29619","title":"Telemedicine in Malignant and Nonmalignant Hematology: Systematic Review of Pediatric and Adult Studies","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health; University College Dublin; Ohio State University","keywords":"Medicine; Psychological intervention; Telemedicine; MEDLINE; Subspecialty; CINAHL; Telehealth; Health care; Family medicine; Nursing","score_opus":0.11728390841240222,"score_gpt":0.4766761712109535,"score_spread":0.3593922627985513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178950161","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001433536,0.98899484,0.0000024266892,0.0023126488,0.00013843918,0.0070297867,0.000043642038,0.000027096508,0.000017560178],"genre_scores_gemma":[0.0002499659,0.99422336,0.00024836895,0.0039146864,0.00024972286,0.00080726686,0.00022042818,0.000051672047,0.00003451726],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936677,0.00065222965,0.0037356946,0.00076002924,0.00046913748,0.00071517465],"domain_scores_gemma":[0.99591464,0.0007384376,0.0018939411,0.00045457852,0.00032098652,0.0006774169],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022781559,0.00058801187,0.008227515,0.00069425674,0.000110940375,0.0000067061646,0.00007836513,0.00027010866,0.000014358946],"category_scores_gemma":[0.000999038,0.00038805354,0.00013054763,0.00085748493,0.00016174966,0.000058493217,0.00011403245,0.0006018225,0.0000016938134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013417383,0.000081096325,0.001282719,0.9420513,0.000105544415,0.00011849297,0.00045871674,4.488329e-10,1.6849427e-8,0.0004391098,0.0015615439,0.053888064],"study_design_scores_gemma":[0.0019836512,0.0011884209,0.0005929929,0.9708499,0.007996265,0.0023609665,0.0013398054,0.0000016789257,1.4384764e-7,0.0000212677,0.013369636,0.00029531724],"about_ca_topic_score_codex":0.00012463116,"about_ca_topic_score_gemma":0.000073987794,"teacher_disagreement_score":0.053592745,"about_ca_system_score_codex":0.0001577891,"about_ca_system_score_gemma":0.0014056473,"threshold_uncertainty_score":0.9998571},"labels":[],"label_agreement":null},{"id":"W3179556784","doi":"10.2196/30480","title":"Promoting Health via mHealth Applications Using a French Version of the Mobile App Rating Scale: Adaptation and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; mHealth; Intraclass correlation; Inter-rater reliability; Rating scale; Psychology; Scale (ratio); Mars landing; Reliability (semiconductor); Computer science; Exploration of Mars; Psychological intervention; Applied psychology; Geography; Clinical psychology; Psychometrics; Astrobiology; Developmental psychology; Cartography","score_opus":0.08102380397638227,"score_gpt":0.44831300437173,"score_spread":0.36728920039534774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179556784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96829957,0.0038585635,0.0056375964,0.0041035335,0.00043930553,0.017154979,0.00013542842,0.0001708382,0.00020019311],"genre_scores_gemma":[0.9826692,0.002165721,0.004137107,0.002567042,0.00038621097,0.0077460553,0.00015025392,0.00006884082,0.00010959485],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99186474,0.0024635005,0.0025099507,0.0010692357,0.00070420484,0.0013883393],"domain_scores_gemma":[0.99414706,0.000686399,0.0023023647,0.00095492916,0.00066740706,0.0012418338],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037808137,0.00039685957,0.00088891765,0.00024572303,0.0053338637,0.000027909802,0.00024742162,0.00029974617,0.00005179668],"category_scores_gemma":[0.00014363005,0.00034680686,0.000079239355,0.0015099759,0.0001736898,0.00024708893,0.00029179844,0.0012521162,0.000012970613],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023853654,0.0027117548,0.40995067,0.042737696,0.000055552995,0.0000029128173,0.069564186,0.00023319956,0.00062531466,0.0016123177,0.001769354,0.4704985],"study_design_scores_gemma":[0.013022998,0.0030011577,0.8159335,0.002976453,0.0005510719,0.00017467607,0.07383851,0.047633715,0.00022261092,0.0028937503,0.038368747,0.0013827971],"about_ca_topic_score_codex":0.003534808,"about_ca_topic_score_gemma":0.0015257357,"teacher_disagreement_score":0.4691157,"about_ca_system_score_codex":0.00066273846,"about_ca_system_score_gemma":0.006380097,"threshold_uncertainty_score":0.9998984},"labels":[],"label_agreement":null},{"id":"W3180141797","doi":"10.2196/26951","title":"A Mobile Phone–Based Life-Skills Training Program for Substance Use Prevention Among Adolescents: Cluster-Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Randomized controlled trial; Life skills; Social cognitive theory; Social skills; Psychology; Cluster randomised controlled trial; Mobile phone; Intervention (counseling); Applied psychology; Clinical psychology; Medical education; Medicine; Computer science; Developmental psychology; Psychiatry","score_opus":0.05256144760865879,"score_gpt":0.3805878306523111,"score_spread":0.32802638304365234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180141797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96747524,0.0029233405,0.00096260355,0.00046281022,0.0005859923,0.027311465,0.000009636423,0.00022188397,0.000047037098],"genre_scores_gemma":[0.9766631,0.001097696,0.00487318,0.0021084826,0.00043256796,0.0134343095,0.00022413384,0.000054683478,0.0011118491],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966423,0.00048425925,0.0011552518,0.00058080535,0.00036651047,0.00077087834],"domain_scores_gemma":[0.9971379,0.0009745341,0.00057152985,0.00034411586,0.00024867465,0.0007232675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012102347,0.00035676343,0.0022848211,0.00015712435,0.00026611658,0.000068599315,0.00005633913,0.00020170333,0.00003527449],"category_scores_gemma":[0.0006674246,0.0002676354,0.00059748616,0.0002951263,0.0001325281,0.0002010453,0.00000875135,0.00025122048,0.0000033872195],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9643693,0.0024526415,0.013410692,0.0011185288,0.00019921522,0.000023392917,0.0030003102,0.0000049591904,0.000005266055,0.00004165001,0.00046320012,0.014910866],"study_design_scores_gemma":[0.9865625,0.0017591089,0.0065770033,0.00096595974,0.00089502893,0.00000708366,0.00077641365,0.0018401344,0.000021267371,0.000075657015,0.00030415226,0.00021568466],"about_ca_topic_score_codex":0.000016194936,"about_ca_topic_score_gemma":0.00025899147,"teacher_disagreement_score":0.022193227,"about_ca_system_score_codex":0.00016428987,"about_ca_system_score_gemma":0.0013151538,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W3180165124","doi":"10.2196/30674","title":"Analysis of Apps With a Medication List Functionality for Older Adults With Heart Failure Using the Mobile App Rating Scale and the IMS Institute for Healthcare Informatics Functionality Score: Evaluation Study","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; European Commission; World Health Organization","keywords":"Mobile apps; mHealth; Scale (ratio); Rating scale; Medicine; Health informatics; Informatics; Health care; Computer science; World Wide Web; Psychology; Nursing; Psychological intervention; Engineering; Public health","score_opus":0.13648994038147777,"score_gpt":0.49739712764631033,"score_spread":0.36090718726483256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180165124","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02295588,0.836962,0.014568338,0.0055063074,0.00057817635,0.11706481,0.0022348606,0.00010981349,0.000019804484],"genre_scores_gemma":[0.030114302,0.7104882,0.00536756,0.0040765223,0.0010354908,0.24005336,0.008685071,0.00013701423,0.00004248937],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904982,0.0026708879,0.003605942,0.0009763549,0.0011761689,0.0010724388],"domain_scores_gemma":[0.98767453,0.0036965068,0.004270773,0.0012040812,0.00227427,0.0008798174],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012624666,0.00065685523,0.0030926815,0.00043593245,0.004932991,0.000052164887,0.00028648885,0.00052937935,0.000038801758],"category_scores_gemma":[0.000389789,0.00035767152,0.00030972937,0.0022059057,0.0005834355,0.00024783204,0.00011355374,0.0013462866,7.583593e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028621315,0.0008874921,0.019260144,0.3713208,0.001279666,1.7206271e-7,0.015133762,0.0002600889,1.7221653e-8,0.003439403,0.0028618427,0.5826945],"study_design_scores_gemma":[0.02218826,0.0022329846,0.023390526,0.024594257,0.029828247,0.000041746927,0.057385653,0.023758385,4.9732524e-8,0.0001430466,0.81536037,0.0010764556],"about_ca_topic_score_codex":0.0031589682,"about_ca_topic_score_gemma":0.012986238,"teacher_disagreement_score":0.81249857,"about_ca_system_score_codex":0.00071742525,"about_ca_system_score_gemma":0.01493613,"threshold_uncertainty_score":0.9998875},"labels":[],"label_agreement":null},{"id":"W3180581973","doi":"10.2196/29689","title":"Popular Evidence-Based Commercial Mental Health Apps: Analysis of Engagement, Functionality, Aesthetics, and Information Quality","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"mHealth; Mental health; Psychological intervention; App store; Applied psychology; Psychology; Internet privacy; Computer science; World Wide Web; Psychiatry","score_opus":0.20620224640722967,"score_gpt":0.4970966337467252,"score_spread":0.2908943873394955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180581973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94545233,0.0068668053,0.0010050618,0.042304914,0.0010157429,0.0010355731,0.0011525252,0.000077535675,0.0010895212],"genre_scores_gemma":[0.98811626,0.00057756074,0.0004503837,0.009621601,0.000044838376,0.00008470775,0.00097237044,0.000011954307,0.00012032923],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99600005,0.0011434698,0.0015094295,0.0003861865,0.00043423765,0.0005266385],"domain_scores_gemma":[0.99782825,0.0001962077,0.0008055275,0.0004131025,0.00017132882,0.00058561255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024395213,0.00020114382,0.00063394825,0.00043564686,0.00044670125,0.000054321117,0.00010337697,0.00011014486,0.00024236854],"category_scores_gemma":[0.00008851965,0.00021180604,0.00015755903,0.00089011027,0.00016128866,0.00056843593,0.00009005845,0.00029532498,0.000018517934],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013427557,0.0029562027,0.2546874,0.008189362,0.0006446163,0.000005145323,0.009499996,0.000017275102,0.0000034857615,0.21295361,0.0128126545,0.4968875],"study_design_scores_gemma":[0.0014865987,0.0010769509,0.9698115,0.00032248773,0.00020643088,0.000012563926,0.0017793626,0.00014152873,0.0000071329814,0.00045879968,0.024496531,0.00020009096],"about_ca_topic_score_codex":0.0021848262,"about_ca_topic_score_gemma":0.00068455446,"teacher_disagreement_score":0.71512413,"about_ca_system_score_codex":0.0002728258,"about_ca_system_score_gemma":0.00050601934,"threshold_uncertainty_score":0.86371994},"labels":[],"label_agreement":null},{"id":"W3181245853","doi":"10.2196/29381","title":"Domains and Methods Used to Assess Home Telemonitoring Scalability: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Systematic review; Psychological intervention; Thematic analysis; Health care; Scopus; mHealth; Population; Medicine; MEDLINE; Qualitative research; Nursing; Environmental health","score_opus":0.25217549435542574,"score_gpt":0.5693026643418103,"score_spread":0.31712716998638457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181245853","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035105008,0.98324716,0.00034644187,0.0027487495,0.0005056686,0.012582603,0.00005885855,0.000120902434,0.00003856946],"genre_scores_gemma":[0.000027406286,0.9821682,0.009781199,0.0048610596,0.00064046594,0.00203794,0.0002811436,0.00010741763,0.000095186246],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99193054,0.0022085542,0.0030462109,0.0011006696,0.00065904454,0.0010549894],"domain_scores_gemma":[0.9940182,0.0014260312,0.0011341712,0.0009722535,0.00023128583,0.0022180888],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0057855467,0.0007270487,0.0076783374,0.00049728213,0.00032529506,0.000058246616,0.00015276331,0.00034579838,0.00004155231],"category_scores_gemma":[0.0008074998,0.0005414005,0.00026830487,0.0011950274,0.00006811902,0.00009837327,0.00015284144,0.00097421126,0.00001365339],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005465914,0.000046014386,0.00009954866,0.6453619,0.00006238143,0.000019775238,0.00013654264,1.1205069e-9,7.341697e-8,0.00006571549,0.0006782262,0.35352436],"study_design_scores_gemma":[0.00072784367,0.0006721887,0.00056302827,0.6424721,0.0060320287,0.00075708947,0.00026080976,0.0000011983792,2.2005366e-7,0.000014318178,0.34811923,0.00037997312],"about_ca_topic_score_codex":0.000099770834,"about_ca_topic_score_gemma":0.000024830473,"teacher_disagreement_score":0.35314438,"about_ca_system_score_codex":0.0006108496,"about_ca_system_score_gemma":0.0024118982,"threshold_uncertainty_score":0.99970376},"labels":[],"label_agreement":null},{"id":"W3182437134","doi":"10.2196/26401","title":"Determining the Evolution of Headache Among Regular Users of a Daily Electronic Diary via a Smartphone App: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Migraine; Headaches; Observational study; Medicine; Smartphone app; Physical therapy; Anesthesia; Psychiatry; Internal medicine; World Wide Web; Computer science","score_opus":0.07076626850420636,"score_gpt":0.36591663394813567,"score_spread":0.2951503654439293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182437134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920838,0.004709071,0.00014133078,0.0020120754,0.000023019353,0.00078765536,0.000008858649,0.000021112322,0.00021308279],"genre_scores_gemma":[0.9982718,0.00048580763,0.00018819736,0.00044275523,0.00012585381,0.00007251545,0.000033737582,0.00001588919,0.00036340643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806184,0.00023909152,0.00060870824,0.00028313466,0.00038169202,0.00042550842],"domain_scores_gemma":[0.99873304,0.00021318135,0.00029081697,0.00031875487,0.00027907625,0.00016512943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010244497,0.00015121707,0.00052208256,0.00008907987,0.0002241922,0.000004451855,0.00006314589,0.000071314345,0.000014864859],"category_scores_gemma":[0.00015952002,0.0001119304,0.000084025116,0.0004392168,0.0001451009,0.00006584816,0.00005595964,0.0003201816,7.373442e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023868536,0.0006342887,0.9872223,0.0013127417,0.000094579416,0.0000044578883,0.005512958,0.000001466767,0.0002237889,0.00039378591,0.0025622598,0.001798696],"study_design_scores_gemma":[0.0018333256,0.0011456731,0.98781663,0.00010687754,0.0001861046,0.000014083344,0.007924607,0.00028870633,0.000047051744,0.0001959298,0.00036460726,0.00007643152],"about_ca_topic_score_codex":0.00090162683,"about_ca_topic_score_gemma":0.0018504472,"teacher_disagreement_score":0.006188043,"about_ca_system_score_codex":0.00018569488,"about_ca_system_score_gemma":0.0014926776,"threshold_uncertainty_score":0.45643893},"labels":[],"label_agreement":null},{"id":"W3182490325","doi":"10.2196/27234","title":"Evaluating Chinese Mobile Health Apps for Ankylosing Spondylitis Management: Systematic App Search","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Medicine; Mobile apps; Disease management; Ankylosing spondylitis; Telemedicine; Android (operating system); Health management system; Health care; Internet privacy; Computer science; World Wide Web; Nursing; Alternative medicine; Psychological intervention; Surgery","score_opus":0.14170431118992907,"score_gpt":0.547627026840249,"score_spread":0.4059227156503199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182490325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75162107,0.08193909,0.011811931,0.018481327,0.003425136,0.121488765,0.002722697,0.0016443519,0.006865646],"genre_scores_gemma":[0.64923096,0.0332243,0.04362573,0.042460438,0.0022106476,0.21731676,0.0033151004,0.00044682386,0.008169264],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882046,0.002752386,0.0033177917,0.0015162666,0.0008768559,0.0033321264],"domain_scores_gemma":[0.9916936,0.0022640578,0.0012444911,0.0013260291,0.00073597085,0.0027358471],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008860696,0.0006017395,0.0017551017,0.00045639687,0.005615826,0.00006206805,0.00035821713,0.00040289533,0.00030084862],"category_scores_gemma":[0.0003709538,0.00055683457,0.00019024915,0.0013892665,0.000121711295,0.00022909419,0.00026671664,0.0013143586,0.00015854105],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005445558,0.00055673224,0.005864899,0.80345273,0.00007652797,0.00001465269,0.0068637184,0.00004354269,0.000019715524,0.050161023,0.007572668,0.12482922],"study_design_scores_gemma":[0.04957161,0.011920905,0.12076263,0.08752665,0.0013596892,0.0006485729,0.1037443,0.04079459,0.000026064015,0.03098356,0.54735076,0.005310668],"about_ca_topic_score_codex":0.00040204223,"about_ca_topic_score_gemma":0.00030661715,"teacher_disagreement_score":0.7159261,"about_ca_system_score_codex":0.0010761837,"about_ca_system_score_gemma":0.0053175883,"threshold_uncertainty_score":0.9996883},"labels":[],"label_agreement":null},{"id":"W3182740326","doi":"10.2196/18741","title":"Assessing the Contribution of Self-Monitoring Through a Commercial Weight Loss App: Mediation and Predictive Modeling Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; U.S. Air Force; U.S. Department of Defense","keywords":"Weight loss; Mediation; Psychological intervention; Self-monitoring; Psychology; Intervention (counseling); Randomized controlled trial; Behavior change; Medicine; Clinical psychology; Physical therapy; Obesity; Social psychology; Psychiatry","score_opus":0.08672984966745616,"score_gpt":0.4897087256000015,"score_spread":0.40297887593254533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182740326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764087,0.0042164237,0.0054226425,0.007305088,0.00087887613,0.005207584,0.000051612864,0.0001515246,0.00035753573],"genre_scores_gemma":[0.9838163,0.009310701,0.0008258477,0.0013920824,0.00112141,0.0033933606,0.000089954854,0.000034173965,0.00001613792],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99463487,0.0016978522,0.0015368785,0.00061196357,0.000498444,0.0010200194],"domain_scores_gemma":[0.9960681,0.0012280522,0.000836079,0.00048964156,0.0007545755,0.00062351895],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027332301,0.00027007383,0.00065720855,0.00009864747,0.0032458685,0.000030377289,0.00014289968,0.0002992673,0.000015247105],"category_scores_gemma":[0.00029080524,0.00021545331,0.000044683806,0.0005641042,0.00010328372,0.00040618985,0.0001574232,0.0012063242,0.0000057020743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031229504,0.0009527095,0.9340828,0.0038833662,0.000059651647,0.000006199332,0.03055591,0.000049076152,0.000025119454,0.009015497,0.0005772391,0.020480152],"study_design_scores_gemma":[0.0055715754,0.00055174803,0.939198,0.00049712294,0.0002676115,0.00001979017,0.028984042,0.014145708,0.000017663198,0.0023073282,0.008133241,0.00030614066],"about_ca_topic_score_codex":0.0005895895,"about_ca_topic_score_gemma":0.00026626844,"teacher_disagreement_score":0.020174012,"about_ca_system_score_codex":0.00035360627,"about_ca_system_score_gemma":0.0028179353,"threshold_uncertainty_score":0.99805176},"labels":[],"label_agreement":null},{"id":"W3183199420","doi":"10.2196/20638","title":"A Mobile Sensing App to Monitor Youth Mental Health: Observational Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Observational study; Mental health; Mobile apps; mHealth; Psychology; Psychological intervention; Computer science; Medicine; Psychiatry; World Wide Web","score_opus":0.2122524634298465,"score_gpt":0.4760475224886556,"score_spread":0.2637950590588091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183199420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98082876,0.002403504,0.00010466902,0.008284474,0.0028934139,0.0030959002,0.0006961872,0.00020047865,0.0014926057],"genre_scores_gemma":[0.98499554,0.00003203087,0.0011037848,0.009479376,0.0003627667,0.0003029397,0.00026119314,0.000056218756,0.0034061514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9960278,0.0005002176,0.0011024462,0.0008479194,0.00044208206,0.0010794919],"domain_scores_gemma":[0.9975463,0.000085118874,0.0002941037,0.0005052154,0.00013618653,0.001433077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007427504,0.0002955951,0.00051170733,0.0001954944,0.0007084805,0.00008658652,0.00014237309,0.00006142798,0.00016466655],"category_scores_gemma":[0.00002954408,0.0003182864,0.00006490726,0.0006046676,0.000053563916,0.00015748157,0.00015213242,0.00036677864,0.00030307652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040266337,0.035661597,0.046770573,0.0043777926,0.0003679401,0.0001534358,0.1538076,0.000012240321,0.000055488166,0.010822461,0.08833163,0.6556126],"study_design_scores_gemma":[0.008615255,0.06482752,0.7754659,0.0008064411,0.00011111416,0.00034541712,0.10422179,0.00008848542,0.00003574334,0.0009329922,0.043424938,0.0011244242],"about_ca_topic_score_codex":0.001735405,"about_ca_topic_score_gemma":0.00067494164,"teacher_disagreement_score":0.72869533,"about_ca_system_score_codex":0.00039735888,"about_ca_system_score_gemma":0.00052079454,"threshold_uncertainty_score":0.9999269},"labels":[],"label_agreement":null},{"id":"W3183239414","doi":"10.2196/24872","title":"Digital Biomarkers for Depression Screening With Wearable Devices: Cross-sectional Study With Machine Learning Modeling","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Patient Health Questionnaire; Depression (economics); Activity tracker; Wearable computer; Cross-sectional study; Confounding; Major depressive disorder; Physical therapy; Clinical psychology; Psychiatry; Anxiety; Mood; Physical activity; Internal medicine; Computer science; Depressive symptoms","score_opus":0.08715813988345181,"score_gpt":0.43565167469811733,"score_spread":0.3484935348146655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183239414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97924364,0.0021167803,0.013598435,0.00026757628,0.0002581662,0.0013727247,0.00012615816,0.00014943417,0.0028671133],"genre_scores_gemma":[0.9954998,0.0000127341455,0.0015822807,0.00028652445,0.00010062866,0.00044429855,0.00015721002,0.000063633204,0.0018529029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732,0.00013393279,0.00064608146,0.00078308093,0.0003402585,0.0007766361],"domain_scores_gemma":[0.99856466,0.00016976151,0.00027139098,0.00026077873,0.00019964314,0.0005337804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054757943,0.00025917767,0.00032943295,0.00014874068,0.0009208931,0.00028836651,0.00011038709,0.00010324902,0.000058759706],"category_scores_gemma":[0.000028850083,0.00020965294,0.00006103911,0.00033911815,0.00006944798,0.00046629566,0.00006446115,0.00039732223,0.000013313861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034944662,0.0010419586,0.9586454,0.00083339226,0.000117662414,0.00003077542,0.00046579825,0.0005371396,5.616831e-7,0.00016730945,0.000030388675,0.034635156],"study_design_scores_gemma":[0.011030122,0.009906844,0.9417603,0.0010172857,0.00009350866,0.0005690823,0.005778733,0.027222047,0.000007278434,0.00017056912,0.0018319602,0.00061226747],"about_ca_topic_score_codex":0.00049905374,"about_ca_topic_score_gemma":0.000727412,"teacher_disagreement_score":0.034022886,"about_ca_system_score_codex":0.0001134677,"about_ca_system_score_gemma":0.0002640109,"threshold_uncertainty_score":0.8549398},"labels":[],"label_agreement":null},{"id":"W3183602896","doi":"10.2196/22890","title":"Smartphone-Delivered Ecological Momentary Interventions Based on Ecological Momentary Assessments to Promote Health Behaviors: Systematic Review and Adapted Checklist for Reporting Ecological Momentary Assessment and Intervention Studies","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; CINAHL; Psychological intervention; Checklist; MEDLINE; Behavior change methods; Mental health; mHealth; Systematic review; Critical appraisal; Intervention (counseling); Randomized controlled trial; Medicine; Psychology; Ecology; Applied psychology; Nursing; Alternative medicine; Psychiatry","score_opus":0.26876429000716706,"score_gpt":0.5754219668105406,"score_spread":0.3066576768033735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183602896","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007935192,0.95291317,0.0001835902,0.006476419,0.0016809304,0.02845241,0.0020538894,0.00022781437,0.00007658163],"genre_scores_gemma":[0.0079291845,0.9424493,0.0032441092,0.009022462,0.00017871564,0.031947583,0.0043007196,0.0001799741,0.00074797834],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9805926,0.0046741506,0.009473664,0.0026923146,0.0007058329,0.001861439],"domain_scores_gemma":[0.9884624,0.0012653425,0.0071199653,0.0010109713,0.00028522458,0.0018561173],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.010142921,0.0014360355,0.007857588,0.0007451919,0.0011226423,0.00020853388,0.00046697495,0.0006319891,0.00035094054],"category_scores_gemma":[0.0005651281,0.0011635019,0.0013519021,0.00073678093,0.00028157205,0.00027028218,0.0007855412,0.0014743904,0.000022158043],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007728396,0.00797328,0.00020697237,0.8450034,0.0007638085,0.00012957238,0.00016506841,4.214871e-7,4.43642e-8,0.0002979209,0.0075814263,0.13780075],"study_design_scores_gemma":[0.005228631,0.042398993,0.025223447,0.88789177,0.010689405,0.0007958355,0.0032938318,0.00008379779,1.7550673e-7,0.00026722174,0.022018036,0.0021088591],"about_ca_topic_score_codex":0.00019985437,"about_ca_topic_score_gemma":0.00031361473,"teacher_disagreement_score":0.1356919,"about_ca_system_score_codex":0.0042897505,"about_ca_system_score_gemma":0.00080893264,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W3183875231","doi":"10.2196/17411","title":"Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"University of Toronto; University Health Network Foundation; University Health Network","keywords":"Wearable computer; Medicine; mHealth; Wearable technology; Computer science; Psychological intervention; Nursing; Embedded system","score_opus":0.14972601681632375,"score_gpt":0.47702456496367396,"score_spread":0.3272985481473502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183875231","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076883035,0.97595066,0.0000038075802,0.0011583628,0.00024305795,0.014846459,0.000062731924,0.00003200137,0.0000146276625],"genre_scores_gemma":[0.002657639,0.9944744,0.0006022579,0.00011261263,0.000082140854,0.0019324862,0.000045847188,0.000041106632,0.000051497544],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99568903,0.0007265671,0.002021276,0.00060537807,0.00038859455,0.0005691625],"domain_scores_gemma":[0.9961854,0.0010633501,0.0014909778,0.0006771778,0.00036585826,0.00021718732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036471183,0.00038046538,0.004140189,0.00018398695,0.00015596816,0.000015780746,0.00016365602,0.00034099247,0.0000029867444],"category_scores_gemma":[0.004072315,0.00025144356,0.00019532614,0.00054327067,0.00011791469,0.000044798548,0.00011898131,0.0007565295,8.9715286e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006827749,0.00013006252,0.0023654392,0.7892596,0.000026974838,0.0000016802326,0.00015678813,3.925759e-9,1.0645073e-8,0.0000052858245,0.00013538689,0.20791191],"study_design_scores_gemma":[0.0010885783,0.0015335246,0.0014284959,0.98844755,0.0022403896,0.000052380456,0.00020220931,0.00003737322,2.5212265e-7,0.000029435043,0.0047482178,0.00019160824],"about_ca_topic_score_codex":0.00007360222,"about_ca_topic_score_gemma":0.000010616866,"teacher_disagreement_score":0.2077203,"about_ca_system_score_codex":0.00017901702,"about_ca_system_score_gemma":0.0011504064,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W3184353260","doi":"10.2196/17472","title":"Augmented Reality for Guideline Presentation in Medicine: Randomized Crossover Simulation Trial for Technically Assisted Decision-making","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Triage; Guideline; Crossover study; Randomized controlled trial; Medicine; Presentation (obstetrics); Medical physics; Medical emergency; Computer science; Surgery; Alternative medicine","score_opus":0.16034164750652188,"score_gpt":0.5599703608085124,"score_spread":0.39962871330199046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184353260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7178818,0.0012214364,0.20525768,0.050726224,0.001608157,0.0227692,0.0001491556,0.0001997755,0.00018659665],"genre_scores_gemma":[0.97017145,0.000077018616,0.020910243,0.004515607,0.0010278494,0.0018142051,0.0013420156,0.000041422492,0.000100207486],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995391,0.00040256823,0.0024501006,0.00077863433,0.00047913825,0.00049857085],"domain_scores_gemma":[0.9872204,0.009456487,0.0007514006,0.0005595782,0.0016085921,0.00040353724],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0048034573,0.00022631855,0.0010791227,0.00031100557,0.00035748782,0.000028148095,0.0000657979,0.0002877486,0.00008896759],"category_scores_gemma":[0.008991076,0.00019904532,0.00015089329,0.00057884405,0.000114975606,0.00011621909,0.000020830561,0.00022328534,6.4442526e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9331364,0.00076251663,0.006954293,0.004236557,0.0000498838,0.0000041332137,0.0014006954,0.0028930928,0.000060110426,0.0022267,0.011007445,0.037268143],"study_design_scores_gemma":[0.80732805,0.0009803654,0.05303858,0.0010292169,0.00025329992,0.000010797927,0.00063025526,0.123427525,0.0000125805345,0.0105173085,0.002553691,0.0002183145],"about_ca_topic_score_codex":0.0002985807,"about_ca_topic_score_gemma":0.00020180031,"teacher_disagreement_score":0.25228965,"about_ca_system_score_codex":0.0005669536,"about_ca_system_score_gemma":0.0021008244,"threshold_uncertainty_score":0.9993566},"labels":[],"label_agreement":null},{"id":"W3184399352","doi":"10.2196/25425","title":"Mobile Apps as Audience-Centered Health Communication Platforms","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Family and Protective Services","keywords":"Psychological intervention; mHealth; Health communication; Internet privacy; Target audience; Mobile apps; Mobile telephony; Mobile phone; Computer science; Multimedia; Business; Advertising; Public relations; Medicine; World Wide Web; Telecommunications; Mobile radio; Political science; Nursing","score_opus":0.1048983639714949,"score_gpt":0.4816756157898131,"score_spread":0.3767772518183182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184399352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8211523,0.06702385,0.0011046418,0.04326625,0.0021079727,0.020519909,0.00043474106,0.0012981631,0.043092124],"genre_scores_gemma":[0.7880996,0.11782575,0.0041453787,0.06260718,0.00062354776,0.020305568,0.0009110938,0.000121441844,0.005360464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.992336,0.0009789071,0.0024011899,0.0010994986,0.00059876445,0.0025856583],"domain_scores_gemma":[0.9926733,0.00069094216,0.001315513,0.0016167854,0.0005250553,0.003178444],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002733781,0.00047020018,0.0010330287,0.00026753906,0.0053923917,0.000035379388,0.0004385305,0.00047584611,0.0007585362],"category_scores_gemma":[0.0002255344,0.0004502865,0.00011281893,0.0010264554,0.00022982949,0.0003122506,0.00035116248,0.0019620806,0.0008751611],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075584877,0.0015792391,0.046502564,0.020348366,0.00005434412,0.00002060516,0.024450319,0.00001048546,0.000041116917,0.18988946,0.20375295,0.5125947],"study_design_scores_gemma":[0.0037660373,0.0008537723,0.040727124,0.00081017497,0.000032794276,0.000076621836,0.01048827,0.00023028959,0.000010102167,0.008594085,0.9339433,0.00046744428],"about_ca_topic_score_codex":0.0014832993,"about_ca_topic_score_gemma":0.0014793042,"teacher_disagreement_score":0.73019034,"about_ca_system_score_codex":0.0009797765,"about_ca_system_score_gemma":0.010112643,"threshold_uncertainty_score":0.9999028},"labels":[],"label_agreement":null},{"id":"W31845901","doi":"10.2196/15758","title":"Inclusion of students with special education needs : a quantitative study regarding Lao secondary regular teacher's perceptions","year":2012,"lang":"en","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Family and Disability Support Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Inclusion (mineral); Perception; Mathematics education; Pedagogy; Psychology; Medical education; Medicine; Social psychology","score_opus":0.06756285822166877,"score_gpt":0.48162272200210304,"score_spread":0.41405986378043425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W31845901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647381,0.0017047722,0.0000032915389,0.0001807601,0.001189607,0.0028855808,0.00005792414,0.00003943778,0.029200574],"genre_scores_gemma":[0.9863537,0.00011227857,0.000116850686,0.00012004232,0.0009605143,0.00054747314,0.001124813,0.00006301365,0.0106013445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99593383,0.0009024725,0.0008611574,0.00063740456,0.0009394223,0.00072568463],"domain_scores_gemma":[0.99771607,0.0001581612,0.00058949244,0.00062172965,0.0003261492,0.0005883696],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018890613,0.00038930457,0.0007669754,0.00072508777,0.00086669874,0.000038383045,0.00034366944,0.00042052002,0.0017896666],"category_scores_gemma":[0.000055220968,0.00033991705,0.00008940811,0.0006019644,0.00015232862,0.00021317106,0.00016215166,0.0011460044,0.000051242514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040346505,0.00825212,0.52828497,0.0030934857,0.00015918828,0.0000040169807,0.40383717,1.8972435e-7,0.000025813144,0.0019364196,0.008083188,0.04228882],"study_design_scores_gemma":[0.0009891477,0.0017065026,0.6196902,0.0001567853,0.00013113156,0.000005358155,0.376108,5.0485096e-7,9.1427313e-7,0.00015231837,0.00087998074,0.00017918316],"about_ca_topic_score_codex":0.004334705,"about_ca_topic_score_gemma":0.0059055737,"teacher_disagreement_score":0.091405235,"about_ca_system_score_codex":0.00030255414,"about_ca_system_score_gemma":0.002100838,"threshold_uncertainty_score":0.9999053},"labels":[],"label_agreement":null},{"id":"W3185079129","doi":"10.2196/24352","title":"Using Acoustic Speech Patterns From Smartphones to Investigate Mood Disorders: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Auckland; Pennsylvania State University","keywords":"Mood; CINAHL; PsycINFO; Mood disorders; MEDLINE; Modalities; Psychology; Clinical psychology; Medicine; Computer science; Applied psychology; Psychiatry; Psychological intervention","score_opus":0.1477785888113271,"score_gpt":0.4468534353815072,"score_spread":0.2990748465701801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185079129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9629503,0.020294858,0.0027836603,0.009144173,0.0014794492,0.0013149114,0.00011697378,0.000113098795,0.0018025808],"genre_scores_gemma":[0.92913926,0.03180385,0.00287931,0.034877863,0.00057690695,0.00013773475,0.00025815945,0.000056772205,0.00027016638],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99791104,0.00035240458,0.00051450793,0.00053999457,0.00016854535,0.0005135235],"domain_scores_gemma":[0.99869674,0.000097580545,0.00017330007,0.00031090606,0.00007693929,0.0006445356],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031019122,0.00019080214,0.0004039535,0.00009034044,0.0002186282,0.000031517066,0.00007212658,0.00011543962,0.0009364623],"category_scores_gemma":[0.000066968394,0.0001916997,0.00005183822,0.00026404636,0.00003063884,0.00007678595,0.000051644176,0.00024985266,0.00016071027],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031380836,0.0019650552,0.107334144,0.12798136,0.00021209734,0.00020741696,0.014954768,0.000028037412,0.0013371485,0.0010201059,0.0186921,0.72595394],"study_design_scores_gemma":[0.008823167,0.0014719431,0.7423665,0.22390138,0.0010893516,0.00069203635,0.00599086,0.0005321825,0.0005215907,0.0065134247,0.0053254855,0.0027721066],"about_ca_topic_score_codex":0.0011045166,"about_ca_topic_score_gemma":0.0039716,"teacher_disagreement_score":0.72318184,"about_ca_system_score_codex":0.000054613265,"about_ca_system_score_gemma":0.0003564586,"threshold_uncertainty_score":0.9999768},"labels":[],"label_agreement":null},{"id":"W3185246004","doi":"10.2196/24402","title":"Upper-Limb Motion Recognition Based on Hybrid Feature Selection: Algorithm Development and Validation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Computer science; Feature selection; Feature (linguistics); Pattern recognition (psychology); Naive Bayes classifier; Inertial measurement unit; Feature extraction; Filter (signal processing); Computer vision; Support vector machine","score_opus":0.05454604702258784,"score_gpt":0.31858122220109564,"score_spread":0.2640351751785078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185246004","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4209706,0.00047574413,0.56492746,0.010854697,0.00089069846,0.0008914322,0.00003782644,0.00038892025,0.0005626441],"genre_scores_gemma":[0.94773644,0.00012176861,0.048298776,0.0029616673,0.00026138852,0.0001400404,0.0002584998,0.000019066292,0.00020233783],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99794394,0.00034821642,0.00032728325,0.0006600056,0.00035807706,0.00036249714],"domain_scores_gemma":[0.99880564,0.00016244636,0.00020631803,0.00021757586,0.00026815623,0.00033983606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006112071,0.00019448322,0.0002454385,0.00022062867,0.00050880323,0.00020796795,0.00008481133,0.00010722411,0.000016880806],"category_scores_gemma":[0.00004459399,0.00020279484,0.000034424706,0.00043192646,0.00002001572,0.00044823892,0.000046055553,0.00028970363,0.00003176139],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019998733,0.00011946938,0.00079107145,0.0002638732,0.0000055479964,0.00000814199,0.00028166713,0.000002031426,0.000021594939,0.000047507965,0.0007006368,0.9977385],"study_design_scores_gemma":[0.0107201105,0.0031672756,0.41023204,0.001828775,0.00012546103,0.0028117218,0.0008665047,0.37752587,0.06434071,0.0034031135,0.12200467,0.0029737328],"about_ca_topic_score_codex":0.00002639804,"about_ca_topic_score_gemma":0.000029686807,"teacher_disagreement_score":0.99476475,"about_ca_system_score_codex":0.00022127661,"about_ca_system_score_gemma":0.00066540967,"threshold_uncertainty_score":0.8269733},"labels":[],"label_agreement":null},{"id":"W3185461219","doi":"10.2196/25437","title":"Evaluating Quality, Usability, Evidence-Based Content, and Gamification Features in Mobile Learning Apps Designed to Teach Children Basic Life Support: Systematic Search in App Stores and Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; Erasmus+; Javna Agencija za Raziskovalno Dejavnost RS; European Commission","keywords":"Usability; Inclusion (mineral); Mobile device; Medical education; mHealth; Scale (ratio); Mobile phone; Multimedia; Computer science; Medicine; World Wide Web; Psychology; Nursing; Psychological intervention","score_opus":0.1960495105943226,"score_gpt":0.46224951566023614,"score_spread":0.26620000506591357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185461219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822055,0.0117797265,0.00021036492,0.0025782445,0.000057041565,0.0031206594,0.000008536613,0.000030536678,0.000009372357],"genre_scores_gemma":[0.9968922,0.0012999041,0.0004342657,0.0007322765,0.000065710556,0.0004055292,0.000105183535,0.000015299845,0.000049606693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537164,0.0020749508,0.0009293398,0.0006416467,0.0005572072,0.0004252351],"domain_scores_gemma":[0.99754554,0.0011169333,0.00024123615,0.0002787207,0.000245292,0.0005722522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066156937,0.0001916438,0.0009531639,0.00054592866,0.00019189368,0.00007159218,0.000047687154,0.00012434904,0.000008060718],"category_scores_gemma":[0.0021523528,0.00016219867,0.000073559786,0.00092510117,0.00008594772,0.00011808526,0.000052177147,0.00041958128,0.000001466601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048540646,0.00014963691,0.96921223,0.016833061,0.00006070705,0.0000050670988,0.00468257,0.00039393123,0.001083523,0.000045232184,0.00001645751,0.007032153],"study_design_scores_gemma":[0.001839529,0.0004691193,0.9854973,0.0023029367,0.00029352214,0.000006943231,0.007458231,0.0019481432,0.000041919615,0.0000049068303,0.000002112722,0.00013534211],"about_ca_topic_score_codex":0.0017697145,"about_ca_topic_score_gemma":0.0013421464,"teacher_disagreement_score":0.01628504,"about_ca_system_score_codex":0.00026325913,"about_ca_system_score_gemma":0.00082328194,"threshold_uncertainty_score":0.66142696},"labels":[],"label_agreement":null},{"id":"W3185640982","doi":"10.2196/26149","title":"Wound Image Quality From a Mobile Health Tool for Home-Based Chronic Wound Management With Real-Time Quality Feedback: Randomized Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ETH Zürich Foundation; Eidgenössische Technische Hochschule Zürich; Novartis Foundation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"mHealth; Wound care; Medicine; Telehealth; Telemedicine; Documentation; Image quality; Quality (philosophy); Reliability (semiconductor); Multimedia; Computer science; Health care; Artificial intelligence; Surgery; Nursing; Image (mathematics)","score_opus":0.06569077594370488,"score_gpt":0.4499480238096526,"score_spread":0.3842572478659477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185640982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9603001,0.0013443142,0.0035957596,0.007205976,0.00021302779,0.026357174,0.00052745256,0.00025805546,0.00019816388],"genre_scores_gemma":[0.9694856,0.0012334296,0.012780393,0.006859135,0.0005662289,0.0061193802,0.002408586,0.00009667899,0.00045058204],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99092424,0.0022617579,0.00275578,0.0015472178,0.0010641507,0.0014468844],"domain_scores_gemma":[0.99417126,0.0014836211,0.0012905269,0.00127404,0.0005025383,0.001277984],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008075829,0.0005892254,0.002776149,0.0002311674,0.0007601866,0.00009433468,0.00014809577,0.00015764651,0.00037409412],"category_scores_gemma":[0.00017725397,0.00047614484,0.00023464118,0.00064542604,0.0002775384,0.00020247862,0.000076113116,0.0005131481,0.000016472226],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.47979698,0.01755083,0.20519792,0.07483211,0.0015096997,0.00021772024,0.01123975,0.000012328683,0.0002925835,0.0019147621,0.011318116,0.19611722],"study_design_scores_gemma":[0.35909966,0.011054951,0.6192906,0.00035317373,0.0006551026,0.000018422126,0.006049116,0.0002672726,0.00002915884,0.00056244695,0.002063293,0.0005568216],"about_ca_topic_score_codex":0.0064974404,"about_ca_topic_score_gemma":0.0025154608,"teacher_disagreement_score":0.41409266,"about_ca_system_score_codex":0.0016573711,"about_ca_system_score_gemma":0.00498579,"threshold_uncertainty_score":0.99976903},"labels":[],"label_agreement":null},{"id":"W3186120662","doi":"10.2196/28149","title":"Impact of an eHealth Smartphone App on the Mental Health of Patients With Psoriasis: Prospective Randomized Controlled Intervention Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; mHealth; Mental health; Intervention (counseling); Randomized controlled trial; Smartphone app; Medicine; Telehealth; Telemedicine; Psychological intervention; Psychology; Physical therapy; Psychiatry; Internet privacy; Health care; Computer science","score_opus":0.015663392497773425,"score_gpt":0.3214313237189027,"score_spread":0.3057679312211293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186120662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98933095,0.0031554627,0.00000985916,0.00040668153,0.00038481658,0.0062995143,0.000299198,0.00003308369,0.000080436155],"genre_scores_gemma":[0.9982232,0.00053299527,0.000037492737,0.000148088,0.00003192817,0.00049648935,0.00039469713,0.000024010391,0.00011110434],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99427295,0.003397128,0.0011693335,0.00047878563,0.00016456361,0.00051723025],"domain_scores_gemma":[0.9973848,0.0004927587,0.0012759068,0.00043426128,0.00026735145,0.00014494744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002111472,0.00033616263,0.0020409499,0.00017002426,0.00040595737,0.000011829685,0.00012770577,0.00012111263,0.00012635096],"category_scores_gemma":[0.00010108945,0.00017856646,0.0003259731,0.00030396908,0.00021186232,0.000087685825,0.00003812555,0.00025594936,0.0000056473664],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7087217,0.01759292,0.21997246,0.00053740887,0.0027933205,0.0000025563338,0.01239911,0.0000034440236,0.000057396614,0.000721875,0.00039879477,0.036799017],"study_design_scores_gemma":[0.36553615,0.011186955,0.62074673,0.000110966845,0.00023333033,0.000004889447,0.001875615,0.000004883328,0.00010989702,0.00006113137,0.00001110602,0.00011831742],"about_ca_topic_score_codex":0.00099579,"about_ca_topic_score_gemma":0.00043871297,"teacher_disagreement_score":0.4007743,"about_ca_system_score_codex":0.00022082026,"about_ca_system_score_gemma":0.00078278617,"threshold_uncertainty_score":0.7281729},"labels":[],"label_agreement":null},{"id":"W3186174196","doi":"10.2196/24308","title":"Smartphone-Based Interventions for Physical Activity Promotion: Scoping Review of the Evidence Over the Last 10 Years","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fonds National de la Recherche Luxembourg","keywords":"mHealth; Psychological intervention; Behavior change methods; Activity tracker; Applied psychology; Systematic review; Health promotion; Behavior change; Intervention (counseling); Telemedicine; Promotion (chess); Medicine; Psychology; MEDLINE; Physical activity; Health care; Nursing; Public health; Physical therapy; Social psychology","score_opus":0.22722452049872693,"score_gpt":0.548195346499023,"score_spread":0.3209708260002961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186174196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71639156,0.09956498,0.0025500485,0.13901114,0.001953237,0.039342016,0.00042118988,0.0001922184,0.00057361013],"genre_scores_gemma":[0.84777355,0.07560081,0.0010046888,0.03147911,0.0014270144,0.041241817,0.00009649079,0.00009593296,0.0012805546],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99595886,0.0013809609,0.00097473135,0.0004999967,0.0003827868,0.00080265035],"domain_scores_gemma":[0.99494976,0.0021884828,0.0010066082,0.00091546244,0.00046782917,0.0004718862],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023000878,0.0002007744,0.0006110857,0.000057428202,0.0017228434,0.000010911448,0.00028245282,0.00014147462,0.0002698868],"category_scores_gemma":[0.0010466564,0.00013416795,0.00029213558,0.0007196785,0.00017687242,0.0001176965,0.00014317897,0.0007565497,0.000025817339],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026914454,0.0011032551,0.007970711,0.80132896,0.000019618545,6.981378e-7,0.0008076484,0.00000373231,0.000042307787,0.0054892004,0.044862896,0.13810182],"study_design_scores_gemma":[0.0023576505,0.0006745543,0.5636694,0.3816396,0.00026579716,0.0000069695966,0.00025632704,0.00047742136,0.00006966286,0.00061372324,0.049654763,0.00031416077],"about_ca_topic_score_codex":0.00010321645,"about_ca_topic_score_gemma":0.00080140535,"teacher_disagreement_score":0.55569863,"about_ca_system_score_codex":0.00020824975,"about_ca_system_score_gemma":0.006728188,"threshold_uncertainty_score":0.9995768},"labels":[],"label_agreement":null},{"id":"W3186300414","doi":"10.2196/29923","title":"Prosociality and the Uptake of COVID-19 Contact Tracing Apps: Survey Analysis of Intergenerational Differences in Japan","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Agreeableness; Psychology; Exploratory factor analysis; Contact tracing; Government (linguistics); Prosocial behavior; Logistic regression; Social psychology; Personality; Big Five personality traits; Coronavirus disease 2019 (COVID-19); Clinical psychology; Medicine; Extraversion and introversion; Psychometrics","score_opus":0.11467459889642724,"score_gpt":0.3895483039257005,"score_spread":0.2748737050292733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186300414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98315847,0.0009988793,0.012152844,0.0031842727,0.00006884393,0.0002925326,0.00006908925,0.000015913929,0.000059151185],"genre_scores_gemma":[0.9980905,0.00024718908,0.0003055158,0.0012790695,0.00001655794,0.000022255184,0.0000244436,0.000003578715,0.000010878942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757504,0.00064658414,0.00080893096,0.00040118254,0.0003035234,0.00026473528],"domain_scores_gemma":[0.99760485,0.0013530739,0.0003678622,0.00028884123,0.00013652042,0.00024887922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026715128,0.0001290488,0.00064584723,0.00022607607,0.00015357893,0.00008218048,0.00022741732,0.00006111514,0.000005242392],"category_scores_gemma":[0.00068841095,0.000098577075,0.00007601165,0.0012647746,0.00011506294,0.00023764872,0.000121453166,0.0001679614,1.1843085e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002084796,0.00017125174,0.92009234,0.0014477061,0.00012141328,0.0000029065075,0.01274975,0.000053161973,0.000053772907,0.054879975,0.000019747336,0.010199464],"study_design_scores_gemma":[0.0009155742,0.000073212905,0.98285526,0.000043449872,0.00004272894,0.0000018410282,0.00042190994,0.014763621,0.000022699747,0.0007596089,0.000019133458,0.000080989805],"about_ca_topic_score_codex":0.0050271563,"about_ca_topic_score_gemma":0.021864118,"teacher_disagreement_score":0.06276286,"about_ca_system_score_codex":0.00010985758,"about_ca_system_score_gemma":0.0017395817,"threshold_uncertainty_score":0.9959843},"labels":[],"label_agreement":null},{"id":"W3186309424","doi":"10.2196/23425","title":"Enhancing Healthcare Access–Smartphone Apps in Arrhythmia Screening: Viewpoint","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartwatch; Atrial fibrillation; Medicine; Cardiac arrhythmia; mHealth; Heart Rhythm; Medical emergency; Mobile apps; Internet privacy; Cardiology; Computer science; Psychological intervention; Wearable computer; World Wide Web","score_opus":0.14477242844984708,"score_gpt":0.4421941486383942,"score_spread":0.29742172018854707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186309424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7856233,0.009625462,0.001126669,0.20026794,0.00050784234,0.0012779182,0.000009680773,0.00014987776,0.00141131],"genre_scores_gemma":[0.9775114,0.0052371584,0.0026448711,0.0116539365,0.001622261,0.000020998468,0.00010311359,0.000035853496,0.0011704084],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975396,0.0001705271,0.0007888418,0.0005105244,0.00033906946,0.0006514484],"domain_scores_gemma":[0.9986009,0.00012887725,0.00021564656,0.00032900707,0.00011083379,0.00061472034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006999595,0.00021586163,0.000659488,0.00026554638,0.0002055557,0.000051921576,0.000062122424,0.00013797425,0.00013391291],"category_scores_gemma":[0.00013513648,0.0002017522,0.000091320595,0.00072509947,0.000037271922,0.000189543,0.00012127121,0.0003884559,0.000026203656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010688856,0.00004960921,0.71691054,0.010248399,0.000045052995,0.00036169274,0.0017286375,0.000015654314,0.00021960259,0.0052483887,0.002096052,0.26200747],"study_design_scores_gemma":[0.0032451933,0.00021939825,0.9350468,0.00057235634,0.000051484185,0.00009483865,0.00076007115,0.00022605693,0.00024850474,0.00048007868,0.058827493,0.00022775924],"about_ca_topic_score_codex":0.0003310208,"about_ca_topic_score_gemma":0.00096669764,"teacher_disagreement_score":0.26177973,"about_ca_system_score_codex":0.00015773709,"about_ca_system_score_gemma":0.0006399992,"threshold_uncertainty_score":0.8227216},"labels":[],"label_agreement":null},{"id":"W3186896415","doi":"10.2196/26318","title":"User Experiences of the NZ COVID Tracer App in New Zealand: Thematic Analysis of Interviews","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Indigenous; Ethnic group; Population; Contact tracing; Pandemic; Coronavirus disease 2019 (COVID-19); Psychology; Geography; Qualitative research; Sociology; Medicine; Demography; Social science; Disease","score_opus":0.06670794101931149,"score_gpt":0.37991958894766403,"score_spread":0.31321164792835254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186896415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886641,0.0012678722,0.005900995,0.0035726745,0.0001177291,0.0002777379,0.000003930416,0.000021245609,0.00017370241],"genre_scores_gemma":[0.9969692,0.00012978548,0.00076298893,0.0018378106,0.000014103042,0.000020745518,0.0000016169552,0.000004805127,0.00025890747],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981312,0.0002120889,0.00070917234,0.00034457614,0.000301691,0.00030126527],"domain_scores_gemma":[0.998432,0.00032720555,0.00035779492,0.00059917197,0.000052010357,0.00023184078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005796604,0.00012625182,0.0005290903,0.00024500594,0.00005897627,0.00004641855,0.00049334846,0.000050471517,0.000024360337],"category_scores_gemma":[0.0001128863,0.00008767418,0.00012985183,0.0020134903,0.00005053841,0.00027810957,0.00018490423,0.00014782968,8.6275486e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011252215,0.00080973096,0.15670228,0.0062068333,0.0002241943,0.000021237798,0.7059004,0.0003264582,0.000266966,0.022753762,0.001552654,0.10512298],"study_design_scores_gemma":[0.003205692,0.00069197285,0.90905964,0.0016432172,0.00042738437,0.00003441281,0.03428296,0.03638053,0.0023098222,0.005025197,0.0061273244,0.00081184757],"about_ca_topic_score_codex":0.0010233931,"about_ca_topic_score_gemma":0.0037836968,"teacher_disagreement_score":0.75235736,"about_ca_system_score_codex":0.000075011645,"about_ca_system_score_gemma":0.0014087067,"threshold_uncertainty_score":0.35752493},"labels":[],"label_agreement":null},{"id":"W3187427440","doi":"10.2196/29849","title":"Open-source Longitudinal Sleep Analysis From Accelerometer Data (DPSleep): Algorithm Development and Validation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Actigraphy; Computer science; Sleep (system call); Wearable computer; Accelerometer; Artificial intelligence; Machine learning; Real-time computing; Medicine; Insomnia; Embedded system","score_opus":0.1128525128579559,"score_gpt":0.4060813622928458,"score_spread":0.2932288494348899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187427440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744958,0.008395092,0.01211612,0.0019998243,0.00052172784,0.0004907069,0.00016219357,0.000077754965,0.001740776],"genre_scores_gemma":[0.97005165,0.001856616,0.019579008,0.0026072308,0.00023545118,0.000100457284,0.00433551,0.000056792276,0.0011772653],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99713105,0.00029657964,0.0005935977,0.0011498476,0.00024772238,0.00058120093],"domain_scores_gemma":[0.99809694,0.00016756594,0.00024296143,0.00089237804,0.00007547842,0.00052469893],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006120291,0.0002468774,0.00050603057,0.00025840863,0.00045773992,0.00019231507,0.00045204407,0.00024607134,0.0010058511],"category_scores_gemma":[0.000023649218,0.00022892878,0.000038117294,0.0009150693,0.000071904,0.00027676008,0.00062238186,0.00035993106,0.0000723281],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121232064,0.0005292631,0.09401076,0.00007924068,0.0019501911,0.000044262815,0.0044281497,0.0000066544517,0.0000030504195,0.00015047539,0.0033890333,0.8952877],"study_design_scores_gemma":[0.0041326713,0.00013866831,0.9273741,0.000037124995,0.0019660096,0.000039107348,0.0031147848,0.0024035966,0.000030234392,0.00019965295,0.060033772,0.0005302388],"about_ca_topic_score_codex":0.001918322,"about_ca_topic_score_gemma":0.00052115676,"teacher_disagreement_score":0.89475745,"about_ca_system_score_codex":0.00005815298,"about_ca_system_score_gemma":0.00023520207,"threshold_uncertainty_score":0.9999074},"labels":[],"label_agreement":null},{"id":"W3188000207","doi":"10.2196/24955","title":"Using an mHealth App (iGAM) to Reduce Gingivitis Remotely (Part 2): Prospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gingivitis; Medicine; Observational study; mHealth; Intervention (counseling); Oral hygiene; Prospective cohort study; Hygiene; Dentistry; Physical therapy; Family medicine; Psychological intervention; Internal medicine; Nursing","score_opus":0.3457926894850145,"score_gpt":0.5343705868820383,"score_spread":0.1885778973970238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188000207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9642162,0.0012317366,0.001114673,0.013619257,0.0017625213,0.014587817,0.00038606886,0.0005581097,0.0025236583],"genre_scores_gemma":[0.9324027,0.0013521303,0.01497189,0.03504078,0.003450002,0.009909751,0.00048302495,0.00021646387,0.0021732952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9889451,0.002294159,0.002708086,0.0020879707,0.0010030469,0.0029616046],"domain_scores_gemma":[0.990643,0.0006948007,0.0010139678,0.0015093229,0.0012004846,0.0049383733],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033276486,0.0006476284,0.0012643125,0.00045098996,0.005282018,0.000063387946,0.00040447604,0.00048623787,0.00039223797],"category_scores_gemma":[0.0005164897,0.0006826288,0.0000966279,0.002018684,0.00012250501,0.00047419907,0.00029536374,0.0019998874,0.0002192007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002653702,0.009174023,0.6536943,0.016502997,0.00013423314,0.00014928398,0.03931889,0.00021049622,0.0005332154,0.046293553,0.06552573,0.16580957],"study_design_scores_gemma":[0.0042447513,0.0016007032,0.8287799,0.0005307174,0.00012958402,0.00007550072,0.011270243,0.00084985915,0.000019193521,0.0018698117,0.1498933,0.00073647953],"about_ca_topic_score_codex":0.002805191,"about_ca_topic_score_gemma":0.003412335,"teacher_disagreement_score":0.17508557,"about_ca_system_score_codex":0.0015579875,"about_ca_system_score_gemma":0.013659061,"threshold_uncertainty_score":0.9995625},"labels":[],"label_agreement":null},{"id":"W3188047445","doi":"","title":"Conceptual Models in Health Informatics Research: A Literature Review and Suggestions for Development","year":2016,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conceptual model; Conceptual framework; Health informatics; Informatics; Management science; Computer science; Knowledge management; Data science; Conceptual change; Sociology; Health care; Social science; Engineering; Political science","score_opus":0.4170672884641095,"score_gpt":0.6042091042415293,"score_spread":0.18714181577741978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188047445","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018865274,0.97633684,0.00073998794,0.004034569,0.00029879124,0.01681268,0.0010051742,0.0001025098,0.0006505748],"genre_scores_gemma":[0.000006662021,0.97186226,0.0054193954,0.013332772,0.00025768785,0.007361975,0.00093609357,0.00006659282,0.0007565794],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98259395,0.003998677,0.009644101,0.00071077293,0.0005965357,0.0024559728],"domain_scores_gemma":[0.98983103,0.0033439659,0.0034400234,0.0007476772,0.00086399855,0.0017732771],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02550598,0.00069192535,0.0035711958,0.0011258512,0.0025773344,0.00006246335,0.00037137012,0.000993597,0.00006340069],"category_scores_gemma":[0.0011210764,0.00047107248,0.00013902495,0.0013052635,0.00029502646,0.0011936143,0.00031864707,0.0036044575,0.000073457224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017928369,0.000035057896,0.000015290585,0.48659757,0.000007342976,3.1887961e-7,0.009582403,3.1064467e-8,1.708053e-10,0.010937084,0.01046392,0.48234308],"study_design_scores_gemma":[0.00070758315,0.00012839382,0.00005146468,0.25698063,0.000030359379,0.000011600232,0.00051814015,0.000038783677,1.0159481e-9,0.00054251426,0.7407107,0.0002798693],"about_ca_topic_score_codex":0.00007320459,"about_ca_topic_score_gemma":0.0001315629,"teacher_disagreement_score":0.7302467,"about_ca_system_score_codex":0.001646505,"about_ca_system_score_gemma":0.016219078,"threshold_uncertainty_score":0.9997741},"labels":[],"label_agreement":null},{"id":"W3190025885","doi":"10.2196/29694","title":"Reactivity to UV Radiation Exposure Monitoring Using Personal Exposure Devices for Skin Cancer Prevention: Longitudinal Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Skin Protection and Aging","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Biomedical Imaging and Bioengineering; National Cancer Institute; National Institutes of Health; Huntsman Cancer Institute; American Cancer Society","keywords":"Skin cancer; Worry; Psychological intervention; Sunburn; Context (archaeology); Medicine; Observational study; Cancer prevention; Environmental health; Psychology; Clinical psychology; Cancer; Anxiety; Nursing; Internal medicine","score_opus":0.24531992592587587,"score_gpt":0.4705624319851314,"score_spread":0.22524250605925555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190025885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99170357,0.0017763621,0.00083937903,0.0035599112,0.00056334306,0.0014774745,0.000016719468,0.000045998586,0.000017229258],"genre_scores_gemma":[0.9947785,0.000104797684,0.0023484598,0.0005870378,0.001522949,0.00039857638,0.000025461086,0.000020677879,0.00021355273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984277,0.0001125182,0.00035192637,0.00044125735,0.00033004567,0.00033656726],"domain_scores_gemma":[0.9990144,0.00008334842,0.0001701072,0.00013146203,0.00025722213,0.00034346755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005259085,0.00015323682,0.0002999187,0.00010678891,0.00048679102,0.00004401078,0.000031685842,0.00007839337,0.00004111188],"category_scores_gemma":[0.000077429286,0.0001519606,0.00006359457,0.0003356012,0.0000124292055,0.0001809605,0.000023981805,0.00021360574,0.0000010986662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003400356,0.00036782247,0.9114741,0.00085508486,0.000039322596,0.000008226566,0.0022100913,0.000022026752,0.0004732434,0.000016893573,0.0000960051,0.08409714],"study_design_scores_gemma":[0.0019921118,0.000697451,0.992305,0.00027404825,0.000107240405,0.00005130724,0.0027574478,0.0003664581,0.0002943032,0.000028752422,0.0010010686,0.00012481322],"about_ca_topic_score_codex":0.00029678928,"about_ca_topic_score_gemma":0.0002479598,"teacher_disagreement_score":0.08397233,"about_ca_system_score_codex":0.00031762244,"about_ca_system_score_gemma":0.0009806538,"threshold_uncertainty_score":0.61967736},"labels":[],"label_agreement":null},{"id":"W3190319023","doi":"10.2196/31097","title":"Exploring the Shift in International Trends in Mobile Health Research From 2000 to 2020: Bibliometric Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Ritsumeikan University","keywords":"mHealth; The Internet; Popularity; Telemedicine; Trend analysis; Computer science; World Wide Web; Data science; Health care; Geography; Psychology; Political science","score_opus":0.3563652664254299,"score_gpt":0.5615503731370869,"score_spread":0.20518510671165696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190319023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9111098,0.008503028,0.000102608625,0.073374696,0.00094135886,0.0040494045,0.0003292969,0.00008663068,0.0015031804],"genre_scores_gemma":[0.9244048,0.02760337,0.0005496648,0.013187775,0.000764287,0.03237269,0.0004981823,0.00005000197,0.0005692559],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9887682,0.003440276,0.002475503,0.0013608803,0.0011606277,0.0027944886],"domain_scores_gemma":[0.99295336,0.002851208,0.00045049208,0.0011281936,0.0003991771,0.002217555],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.009431068,0.00033260908,0.0010261053,0.04635962,0.0016976629,0.0000618553,0.0006114006,0.00024017275,0.001138098],"category_scores_gemma":[0.0004918492,0.00028891597,0.0001157214,0.1840905,0.00010031334,0.00030366762,0.00040011643,0.002940935,0.00023208949],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026484573,0.0005034362,0.33851793,0.0006328236,0.00003799069,0.00002221381,0.016303912,0.0001414941,0.0000026289567,0.001369157,0.012423273,0.6297803],"study_design_scores_gemma":[0.0010818453,0.00018405418,0.8097916,0.00015892049,0.000017341079,0.0000013618821,0.005259807,0.00026917385,7.005901e-7,0.00044331944,0.1826358,0.00015606942],"about_ca_topic_score_codex":0.03403019,"about_ca_topic_score_gemma":0.08664888,"teacher_disagreement_score":0.62962425,"about_ca_system_score_codex":0.0023694283,"about_ca_system_score_gemma":0.0057035503,"threshold_uncertainty_score":0.9999563},"labels":[],"label_agreement":null},{"id":"W3190571660","doi":"10.2196/25415","title":"Assessing Electrocardiogram and Respiratory Signal Quality of a Wearable Device (SensEcho): Semisupervised Machine Learning-Based Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"ECG Monitoring and Analysis","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"General Hospital of People’s Liberation Army; National Natural Science Foundation of China; National Science Foundation","keywords":"Computer science; Random forest; Support vector machine; Artificial intelligence; Wearable computer; Machine learning; Test set; Constant false alarm rate; Wearable technology; Test data; Data mining; Pattern recognition (psychology)","score_opus":0.11013913565550698,"score_gpt":0.44185490247553205,"score_spread":0.33171576682002507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190571660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99360615,0.0049270703,0.0004467106,0.00047830315,0.000031249547,0.00032260641,0.000003539297,0.000064825064,0.000119539196],"genre_scores_gemma":[0.9983221,0.00031394718,0.0005994495,0.00047553584,0.00014035201,0.000022072485,0.000033770903,0.000020401505,0.00007232522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736893,0.0008474609,0.0005959869,0.00043033055,0.00040114677,0.00035613033],"domain_scores_gemma":[0.9986305,0.00024207243,0.00026443956,0.00024251825,0.0002362846,0.0003841695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195314,0.00016920379,0.0006483624,0.00017192918,0.00031679138,0.000053653548,0.00003253284,0.000099905505,0.00001712356],"category_scores_gemma":[0.00016008018,0.00015722384,0.00008152045,0.0005618497,0.00004337832,0.00009214959,0.000022612052,0.00047714467,7.0388904e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028645212,0.0006526404,0.96309596,0.0025257652,0.000088708046,0.000025094636,0.00051822443,0.00006579858,0.007945513,0.0000033837002,0.00001996524,0.024772476],"study_design_scores_gemma":[0.0062270914,0.0025001166,0.97020715,0.00049959467,0.0006716313,0.00002428743,0.0037709072,0.00812404,0.0070742876,0.000023204182,0.0005699311,0.00030772312],"about_ca_topic_score_codex":0.000662607,"about_ca_topic_score_gemma":0.000063961816,"teacher_disagreement_score":0.024464754,"about_ca_system_score_codex":0.00007792925,"about_ca_system_score_gemma":0.00078253454,"threshold_uncertainty_score":0.6411402},"labels":[],"label_agreement":null},{"id":"W3191855410","doi":"10.2196/30871","title":"Post-COVID Public Health Surveillance and Privacy Expectations in the United States: Scenario-Based Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Indiana University Bloomington","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Public health; Internet privacy; Sociotechnical system; Public health surveillance; 2019-20 coronavirus outbreak; Telehealth; Business; Environmental health; Computer security; Telemedicine; Computer science; Health care; Political science; Medicine; Virology; Nursing; Knowledge management","score_opus":0.1238081356970324,"score_gpt":0.395612808545574,"score_spread":0.2718046728485416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191855410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7982993,0.0028330663,0.0152489245,0.18205664,0.00011566587,0.0012426294,0.000027930902,0.00014581672,0.000030037801],"genre_scores_gemma":[0.94714653,0.00038012717,0.00067092886,0.051557463,0.000025337156,0.0001168632,0.00007943127,0.000014264337,0.000009067112],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99556017,0.0017832278,0.000712881,0.0007327146,0.0004122318,0.00079875486],"domain_scores_gemma":[0.99708354,0.00103695,0.00026039153,0.00078779843,0.00021578638,0.000615517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025817088,0.00024090245,0.00041068907,0.00042045888,0.00053090026,0.00060273026,0.00057497143,0.000047136473,0.0000034961436],"category_scores_gemma":[0.00037123758,0.00019629167,0.000037951373,0.0019073383,0.000056577697,0.00052462623,0.00022546416,0.00041433386,0.0000038814287],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011901149,0.0051691122,0.35037643,0.009871129,0.000055397308,0.00036853313,0.40108308,0.00016589515,0.0000066796547,0.01601178,0.0011565753,0.21561636],"study_design_scores_gemma":[0.0033555129,0.002065963,0.9329406,0.00026816633,0.000006538969,0.00006719605,0.025233792,0.021698246,0.0000012973427,0.0005446574,0.013330439,0.00048758963],"about_ca_topic_score_codex":0.002248446,"about_ca_topic_score_gemma":0.0077252304,"teacher_disagreement_score":0.5825642,"about_ca_system_score_codex":0.0003219136,"about_ca_system_score_gemma":0.003485528,"threshold_uncertainty_score":0.8004542},"labels":[],"label_agreement":null},{"id":"W3192105592","doi":"10.2196/24182","title":"Acceptability and Potential Effectiveness of eHealth Tools for Training Primary Health Workers From Nigeria at Scale: Mixed Methods, Uncontrolled Before-and-After Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Scale (ratio); mHealth; Medicine; Medical education; Nursing; Environmental health; Psychology; Health care; Psychological intervention; Geography","score_opus":0.05473017231454812,"score_gpt":0.4643807989490922,"score_spread":0.40965062663454405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192105592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96239334,0.0071292133,0.0043568974,0.0048737004,0.0011292166,0.01888388,0.0010178888,0.00012852786,0.00008735324],"genre_scores_gemma":[0.9516588,0.0027141832,0.02039337,0.005482394,0.00047816386,0.018597497,0.0004709096,0.00010858512,0.00009611566],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98367506,0.0086216945,0.003110853,0.0018277122,0.00050898147,0.0022557075],"domain_scores_gemma":[0.98714906,0.0069548786,0.0015730062,0.0009929059,0.0005079003,0.0028222196],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012441278,0.0006512513,0.0027993578,0.00025583478,0.0028475951,0.000046191337,0.00021268307,0.0005560764,0.00012104676],"category_scores_gemma":[0.0006956256,0.0006052477,0.00017246419,0.0005842447,0.00032199224,0.00025437714,0.0003951076,0.0011609354,0.000004614252],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008382368,0.00083875714,0.44425127,0.03112043,0.00010678387,0.0000042143074,0.013125998,0.0000024652727,0.00011678019,0.00029014444,0.0005294647,0.5012313],"study_design_scores_gemma":[0.011327253,0.0014955921,0.9669208,0.0004291426,0.0001477334,0.000010785471,0.011882294,0.000089805464,0.0000081312455,0.0016172887,0.0057304963,0.0003407003],"about_ca_topic_score_codex":0.0022234013,"about_ca_topic_score_gemma":0.0073072896,"teacher_disagreement_score":0.5226695,"about_ca_system_score_codex":0.0010491814,"about_ca_system_score_gemma":0.007670099,"threshold_uncertainty_score":0.99963987},"labels":[],"label_agreement":null},{"id":"W3192313172","doi":"10.2196/23938","title":"Comparison of the Validity and Generalizability of Machine Learning Algorithms for the Prediction of Energy Expenditure: Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Medical Research Council","keywords":"Generalizability theory; Machine learning; Computer science; Energy expenditure; Algorithm; Artificial intelligence; Predictive validity; Psychology; Statistics; Mathematics; Clinical psychology; Medicine","score_opus":0.170527898966134,"score_gpt":0.4348356812391856,"score_spread":0.26430778227305163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192313172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948834,0.00079841155,0.0015814863,0.0017419439,0.00012642519,0.0007507664,0.00008818625,0.000009509764,0.000019842237],"genre_scores_gemma":[0.99894804,0.0005242192,0.00016979575,0.00011956392,0.00012057218,0.00004245523,0.000044144468,0.0000077065015,0.000023489485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842924,0.0004135597,0.0005085746,0.00021192807,0.00026638727,0.00017030464],"domain_scores_gemma":[0.9986321,0.00042572388,0.00042635488,0.00024065642,0.00015295374,0.00012225371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069929205,0.000095754986,0.00051227945,0.000028489863,0.0002455286,0.0000037367026,0.00004765392,0.00006360572,0.0000057717534],"category_scores_gemma":[0.000121080855,0.000058028236,0.000060972834,0.00016286464,0.00011264618,0.000046150846,0.000047257356,0.00022729147,2.364515e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066250545,0.0044907816,0.9555332,0.005183924,0.000060798462,2.5376718e-7,0.0051134164,0.000076215605,0.0020108505,0.0010787894,0.0002611498,0.025528105],"study_design_scores_gemma":[0.002160216,0.0031243654,0.96190315,0.00007569334,0.00023139195,0.000005945842,0.0013274874,0.017599247,0.012234103,0.0004767336,0.00080809294,0.000053565644],"about_ca_topic_score_codex":0.00093321264,"about_ca_topic_score_gemma":0.00016266013,"teacher_disagreement_score":0.02547454,"about_ca_system_score_codex":0.000038934035,"about_ca_system_score_gemma":0.00031265954,"threshold_uncertainty_score":0.23663227},"labels":[],"label_agreement":null},{"id":"W3192337636","doi":"10.2196/25553","title":"GPS Mobile Health Intervention Among People Experiencing Homelessness: Pre-Post Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Intervention (counseling); Emergency department; Health care; Brief intervention; Family medicine; Medical emergency; Nursing","score_opus":0.052622931977017826,"score_gpt":0.45908524110028287,"score_spread":0.40646230912326503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192337636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98883665,0.004622465,0.00013386174,0.00034707328,0.0012430195,0.0040879427,0.0000541004,0.00027382272,0.00040109744],"genre_scores_gemma":[0.992603,0.0017575158,0.00008220386,0.0005572054,0.00059251464,0.0036948822,0.00013793552,0.000077624725,0.0004971423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99287784,0.0025037092,0.0016269941,0.0008962039,0.0005504911,0.0015447597],"domain_scores_gemma":[0.99665564,0.00034693765,0.0008198344,0.00060513016,0.00048299073,0.0010894558],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002203589,0.0003880196,0.0014482102,0.00020465559,0.003034604,0.00006638577,0.00022651967,0.00029602274,0.0004827599],"category_scores_gemma":[0.00012735369,0.0003681622,0.00013238419,0.0007689427,0.00008826242,0.00038483046,0.00028219348,0.001091566,0.000053222597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091526184,0.00096536113,0.52467865,0.0036584474,0.000021266405,0.000014764764,0.43601942,0.0000024173182,0.000005093111,0.00061621104,0.000070118396,0.03385676],"study_design_scores_gemma":[0.0012366791,0.00085754535,0.5099055,0.00027834933,0.000017779787,7.0330924e-7,0.48686087,0.000044337936,0.000003144812,0.00008128718,0.0005284635,0.00018532842],"about_ca_topic_score_codex":0.022020092,"about_ca_topic_score_gemma":0.14829008,"teacher_disagreement_score":0.12627,"about_ca_system_score_codex":0.0005637059,"about_ca_system_score_gemma":0.0018866636,"threshold_uncertainty_score":0.99987704},"labels":[],"label_agreement":null},{"id":"W3192682552","doi":"10.2196/24527","title":"Effectiveness of Text Messaging Interventions on Blood Pressure Control Among Patients With Hypertension: Systematic Review of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Psychological intervention; Medicine; Randomized controlled trial; MEDLINE; Text messaging; Systematic review; Guideline; eHealth; Intervention (counseling); Family medicine; Physical therapy; Health care; Nursing; World Wide Web; Internal medicine; Pathology; Computer science","score_opus":0.08270940057181717,"score_gpt":0.46611879697570074,"score_spread":0.3834093964038836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192682552","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000068163165,0.8664155,0.00010282299,0.00015452213,0.0004093851,0.13169931,0.0007370124,0.00007072226,0.00034258328],"genre_scores_gemma":[0.0023647642,0.8788038,0.000063418716,0.00085759524,0.000116605,0.11689728,0.00061508414,0.00012672313,0.00015476749],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9218262,0.059329383,0.015381589,0.0011396937,0.001102768,0.0012203957],"domain_scores_gemma":[0.9156945,0.057128266,0.02231847,0.0016139718,0.0020491995,0.0011956043],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.051586997,0.0011434003,0.0521956,0.000803194,0.00083723856,0.000014813825,0.00044788248,0.00089359,0.00020537991],"category_scores_gemma":[0.01638115,0.0006409636,0.0035183136,0.0009816301,0.0003355802,0.00010269348,0.00010930204,0.001981469,0.000012511751],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009654962,0.000880609,0.00005893217,0.9792701,0.002795565,0.000002830412,0.00005045618,4.3200154e-7,1.4189061e-8,0.0032081169,0.00034092984,0.0037370743],"study_design_scores_gemma":[0.14277114,0.00050708785,0.00014788278,0.78243726,0.070193775,0.000006063246,0.000039864663,0.0000057522416,3.4649545e-8,0.000019877894,0.0035714204,0.0002998349],"about_ca_topic_score_codex":0.00017690439,"about_ca_topic_score_gemma":0.000011550593,"teacher_disagreement_score":0.1968328,"about_ca_system_score_codex":0.00016920558,"about_ca_system_score_gemma":0.0054665725,"threshold_uncertainty_score":0.99960417},"labels":[],"label_agreement":null},{"id":"W3192916932","doi":"","title":"“A question of trust” and “a leap of faith”: A qualitative study of participants’ perspectives on consent, privacy and trust in smart home research","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Leap of faith; Qualitative research; Informed consent; Faith; Psychology; Information privacy; Sociology; Medicine; Computer science; Alternative medicine; Epistemology; Social science","score_opus":0.22176082973073583,"score_gpt":0.5273833995484275,"score_spread":0.30562256981769165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192916932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389255,0.0015971195,0.0000016551447,0.0033843715,0.000028689516,0.0008300561,0.000018942868,0.00001741576,0.00022919993],"genre_scores_gemma":[0.99706405,0.0026711898,0.00011625143,0.00002582563,0.000014713305,0.000044352557,0.0000011960446,0.0000073992346,0.00005500941],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99590296,0.0023521842,0.0005038675,0.0003864933,0.00040746128,0.00044702235],"domain_scores_gemma":[0.9980776,0.0009823219,0.00024813353,0.000198876,0.00028813325,0.00020494008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003675335,0.000100902296,0.0004556304,0.0003417437,0.00022013958,0.000010104941,0.00007996379,0.00012874766,0.0000059507165],"category_scores_gemma":[0.0013812885,0.00009696077,0.000014850506,0.00067626615,0.0011577392,0.000093137154,0.00007822265,0.00033947866,3.1317134e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027872509,0.00087692053,0.21450196,0.00060048775,0.000012988446,0.0000049726063,0.7569457,1.6574201e-7,0.000059681766,0.025083665,0.000030772077,0.0016039347],"study_design_scores_gemma":[0.0011730031,0.0011537696,0.42323604,0.00013842003,0.000008627836,7.6562293e-7,0.5722308,0.0000071228224,0.000059813752,0.0019178129,0.000026003698,0.000047788097],"about_ca_topic_score_codex":0.011670339,"about_ca_topic_score_gemma":0.019006217,"teacher_disagreement_score":0.20873407,"about_ca_system_score_codex":0.000097393706,"about_ca_system_score_gemma":0.0008793228,"threshold_uncertainty_score":0.99889433},"labels":[],"label_agreement":null},{"id":"W3193005032","doi":"10.2196/31637","title":"Psychological Effects of Heart Rate and Physical Vibration on the Operation of Construction Machines: Experimental Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vibration; Heart rate variability; Simulation; Synchronizing; Computer science; Accelerometer; Artificial intelligence; Whole body vibration; Heartbeat; Engineering; Heart rate; Real-time computing; Telecommunications; Acoustics; Medicine; Computer security","score_opus":0.040843970616444306,"score_gpt":0.42920011191222757,"score_spread":0.3883561412957833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193005032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923305,0.00037179937,0.0000752786,0.005390839,0.00013836566,0.0015907506,0.0000039260512,0.000021338868,0.0000771832],"genre_scores_gemma":[0.9969402,0.00012519326,0.00047861444,0.0022206905,0.00012672343,0.000074940675,0.000014843354,0.000010357118,0.000008412232],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9982945,0.0006459042,0.00037032116,0.00029586698,0.00022816917,0.00016528826],"domain_scores_gemma":[0.9988825,0.00045929416,0.00016905235,0.00021958102,0.00008180976,0.00018780958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044153145,0.00012863376,0.00039371077,0.00006465485,0.00015993523,0.000012041092,0.000025001154,0.000063021405,0.000015166169],"category_scores_gemma":[0.00014067697,0.0000854275,0.000032762287,0.00016406839,0.00012750806,0.00007638473,0.000019669515,0.00021581301,0.0000016991786],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009152428,0.03407877,0.20693834,0.016692732,0.00018494566,0.000057705736,0.029433059,0.000054155647,0.61028636,0.048235774,0.0020941487,0.04279158],"study_design_scores_gemma":[0.0044325413,0.018303176,0.92040676,0.00021962664,0.0000620131,0.00008566464,0.0021235724,0.0025187347,0.051541205,0.00017804829,0.000018578843,0.00011007886],"about_ca_topic_score_codex":0.00003777358,"about_ca_topic_score_gemma":0.0000056003087,"teacher_disagreement_score":0.71346843,"about_ca_system_score_codex":0.000034887606,"about_ca_system_score_gemma":0.00017082242,"threshold_uncertainty_score":0.34836322},"labels":[],"label_agreement":null},{"id":"W3194152616","doi":"10.2196/mhealth.9122","title":"BatstonePublic Perception of Artificial Intelligence in Medical Care: A Social Media Content Analysis (Preprint)","year":2017,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Perception; Psychology; Content analysis; Internet privacy; mHealth; Content (measure theory); Computer science; Multimedia; Applied psychology; World Wide Web; Sociology; Psychological intervention; Psychiatry","score_opus":0.28307362245365464,"score_gpt":0.501696094370103,"score_spread":0.21862247191644835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194152616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753848,0.00025732018,0.0001681518,0.020852186,0.0017097684,0.001017099,0.000011107168,0.00003514946,0.0005644682],"genre_scores_gemma":[0.99650466,0.0014470648,0.00025511582,0.00024369382,0.0011879515,0.00032914875,0.000018946288,0.000009758623,0.0000036563144],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964868,0.00062613137,0.00086056715,0.0004138514,0.0009696687,0.00064298825],"domain_scores_gemma":[0.99699837,0.0010046177,0.0006556493,0.00031009712,0.0002955829,0.00073571026],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003514648,0.00013206807,0.00050205167,0.00040660804,0.0014735602,0.000076436765,0.00044756723,0.00035624584,0.00031647392],"category_scores_gemma":[0.0064268094,0.00013986632,0.00009552322,0.00060642447,0.0009034007,0.00023515153,0.00007206341,0.00043349352,0.000010925067],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006522643,0.00013550412,0.16810317,0.00027932425,0.000011680802,0.0000014239629,0.27577126,4.9845085e-7,0.0000023165285,0.017592879,0.000027553255,0.53800917],"study_design_scores_gemma":[0.00013285034,0.000044664765,0.91691434,0.000035916644,0.00004950196,2.8623228e-7,0.081071034,0.00014674767,0.0000017670868,0.0011601809,0.00033891844,0.0001037746],"about_ca_topic_score_codex":0.04863139,"about_ca_topic_score_gemma":0.11250089,"teacher_disagreement_score":0.7488112,"about_ca_system_score_codex":0.00063393835,"about_ca_system_score_gemma":0.0027463264,"threshold_uncertainty_score":0.9998264},"labels":[],"label_agreement":null},{"id":"W3194284178","doi":"10.2196/30404","title":"Characteristics and Quality of Mobile Apps Containing Prenatal Genetic Testing Information: Systematic App Store Search and Assessment","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Genetic testing; mHealth; Medicine; Prenatal care; Mobile apps; Test (biology); Quality (philosophy); Genetic counseling; App store; Family medicine; Internet privacy; Computer science; World Wide Web; Nursing; Population; Psychological intervention; Genetics; Biology; Environmental health","score_opus":0.23943205164809975,"score_gpt":0.5431604412976014,"score_spread":0.30372838964950166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194284178","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065621682,0.9729902,0.00023553969,0.00011356911,0.0003278266,0.01841653,0.00083243614,0.00011733893,0.0004043928],"genre_scores_gemma":[0.0031309475,0.97247106,0.003235506,0.00059278327,0.00032740043,0.019362979,0.0007447531,0.00006827721,0.0000662947],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883189,0.0031947999,0.0056674476,0.0007939208,0.0006452896,0.0013796164],"domain_scores_gemma":[0.9888921,0.004279795,0.0035816266,0.00083673256,0.00067840784,0.0017313677],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0055982526,0.00065956253,0.0045703202,0.00043041454,0.0017110958,0.00005754177,0.00024234902,0.0008041567,0.000029826746],"category_scores_gemma":[0.000648656,0.00056853617,0.0001150882,0.00065716775,0.00022215233,0.0002236013,0.00039240898,0.0023797133,0.000013570666],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013038727,0.00003988383,0.0017995066,0.6096326,0.000022476657,0.000001100465,0.0008849666,1.3973619e-7,1.723925e-8,0.0017061533,0.000052249878,0.38584787],"study_design_scores_gemma":[0.0031644215,0.0012619017,0.036141712,0.30721945,0.0012388418,0.00017561804,0.0075223683,0.0006094675,3.639869e-8,0.000047409347,0.6414362,0.0011825388],"about_ca_topic_score_codex":0.0008345653,"about_ca_topic_score_gemma":0.00007192256,"teacher_disagreement_score":0.641384,"about_ca_system_score_codex":0.00053545117,"about_ca_system_score_gemma":0.0099601,"threshold_uncertainty_score":0.99992186},"labels":[],"label_agreement":null},{"id":"W3194853707","doi":"10.2196/23916","title":"An mHealth-Based Intervention for Adolescents With Type 1 Diabetes and Their Parents: Pilot Feasibility and Efficacy Single-Arm Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"American Diabetes Association","keywords":"Medicine; Intervention (counseling); mHealth; Type 1 diabetes; Snowball sampling; Type 2 diabetes; Diabetes management; Diabetes mellitus; Quality of life (healthcare); Physical therapy; Family medicine; Psychological intervention; Nursing","score_opus":0.12170143486384746,"score_gpt":0.41660741194240736,"score_spread":0.2949059770785599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194853707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99316823,0.0024526021,0.000063733416,0.0009964135,0.00010713704,0.0030989726,0.00001687704,0.00006378917,0.000032218606],"genre_scores_gemma":[0.9982513,0.00019741798,0.0001916546,0.0009511187,0.000108351676,0.00009799887,0.000113294496,0.000033235676,0.00005559924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977898,0.00028948608,0.00038957148,0.00065757916,0.00024542373,0.00062815694],"domain_scores_gemma":[0.9984047,0.00010060614,0.00014122913,0.00036452827,0.00024098429,0.00074797455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010116034,0.00022914134,0.000484676,0.00014787486,0.0003056472,0.00008525772,0.000064448635,0.000060953094,0.000010148894],"category_scores_gemma":[0.0000940826,0.00016389306,0.000031421794,0.00027813317,0.0001317576,0.000116029405,0.00005692429,0.00025107778,0.0000010361854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032107858,0.0123929465,0.88734627,0.011690695,0.000041196203,0.0000047995095,0.00052354636,7.1171945e-7,0.00009355919,0.000015489619,0.000087586544,0.08459244],"study_design_scores_gemma":[0.013987729,0.035622083,0.94637644,0.0008408509,0.0001315237,0.0000014355709,0.0015313287,0.000987241,0.000067898756,0.00007280846,0.00022038598,0.00016025227],"about_ca_topic_score_codex":0.000032806427,"about_ca_topic_score_gemma":0.00017067125,"teacher_disagreement_score":0.084432185,"about_ca_system_score_codex":0.00010555405,"about_ca_system_score_gemma":0.0002580075,"threshold_uncertainty_score":0.66833645},"labels":[],"label_agreement":null},{"id":"W3195240429","doi":"10.2196/28104","title":"Supporting Women Undergoing IVF Treatment With Timely Patient Information Through an App: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; In vitro fertilisation; Fertility; Infertility; Family medicine; Pregnancy; Surgery; Population","score_opus":0.033582247188714956,"score_gpt":0.3715739128212681,"score_spread":0.3379916656325532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195240429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98102444,0.0013641927,0.0002774533,0.0060896818,0.0002181432,0.008183899,0.000007797823,0.0002917395,0.0025426412],"genre_scores_gemma":[0.9878042,0.0037050808,0.0026545497,0.0027735608,0.00021361606,0.0025144794,0.000120296456,0.000021665503,0.00019257331],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99677664,0.00035552558,0.0012211226,0.00044558718,0.0003611533,0.00083997526],"domain_scores_gemma":[0.99763066,0.00036360638,0.0007872906,0.00044738944,0.0002491098,0.000521968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138864,0.00028329607,0.0017709448,0.00014708003,0.00036767765,0.000048831946,0.00003975673,0.00015152356,0.000042893535],"category_scores_gemma":[0.00059443817,0.00017505727,0.00010712714,0.00027260045,0.00013385098,0.0005025557,0.000024514597,0.00026564125,0.0000092319515],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9429655,0.000570956,0.00041082466,0.0010967854,0.00012463225,0.000027510538,0.007823784,0.000003609408,0.0000053280455,0.0015611871,0.000097012125,0.045312855],"study_design_scores_gemma":[0.9737457,0.011880759,0.0003853425,0.00010594368,0.0001901156,0.00013039188,0.0067077028,0.0001691199,0.000100260135,0.0008824534,0.005524881,0.00017733079],"about_ca_topic_score_codex":0.00015105006,"about_ca_topic_score_gemma":0.00003132229,"teacher_disagreement_score":0.045135524,"about_ca_system_score_codex":0.00049483357,"about_ca_system_score_gemma":0.0029248965,"threshold_uncertainty_score":0.71386284},"labels":[],"label_agreement":null},{"id":"W3196125672","doi":"10.2196/24555","title":"Effect of Physician-Pharmacist Participation in the Management of Ambulatory Cancer Pain Through a Digital Health Platform: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ambulatory; Pharmacist; Randomized controlled trial; Medicine; Pain management; Physical therapy; Digital health; mHealth; Family medicine; Health care; Pharmacy; Nursing; Psychological intervention; Internal medicine","score_opus":0.0426145790399836,"score_gpt":0.42062246714026047,"score_spread":0.37800788810027686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196125672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98307776,0.0048867897,0.00018931304,0.0024572788,0.00018055245,0.008214585,0.000012650203,0.000018658258,0.00096243137],"genre_scores_gemma":[0.98912543,0.005721625,0.00006429761,0.0034962103,0.00012918373,0.0012958146,0.00005279862,0.0000134935235,0.00010115438],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965807,0.0012176515,0.001094586,0.00025928696,0.00044140927,0.00040634195],"domain_scores_gemma":[0.997916,0.0010335481,0.00061182457,0.0002570565,0.00005197872,0.00012958526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058709458,0.00019080726,0.0016690026,0.00009104506,0.00008659073,0.000016353637,0.00007296281,0.00004917985,0.000012161405],"category_scores_gemma":[0.000116282055,0.00011713005,0.00021875855,0.00035352295,0.00010420841,0.000103582846,0.000028462417,0.00019041491,0.0000011233642],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9208877,0.000817429,0.002938493,0.013390053,0.0003028695,0.000019852576,0.0032841829,0.000012675417,0.0000047213493,0.0014873899,0.0007756831,0.056078967],"study_design_scores_gemma":[0.9845217,0.0014850599,0.009193679,0.0006586787,0.00047323195,4.987836e-7,0.00055879034,0.0020776305,0.000032937205,0.00021298575,0.0006878593,0.000096965225],"about_ca_topic_score_codex":0.000116363335,"about_ca_topic_score_gemma":0.000014631307,"teacher_disagreement_score":0.063634,"about_ca_system_score_codex":0.00009001167,"about_ca_system_score_gemma":0.00030313697,"threshold_uncertainty_score":0.47764245},"labels":[],"label_agreement":null},{"id":"W3196338004","doi":"10.2196/27131","title":"Stakeholders’ Perceptions of Benefits of and Barriers to Using Video-Observed Treatment for Monitoring Patients With Tuberculosis in Uganda: Exploratory Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Georgia Research Foundation; Virginia Department of Transportation; University of Georgia","keywords":"Medicine; Focus group; Directly Observed Therapy; Qualitative research; Tuberculosis; mHealth; Exploratory research; Family medicine; Health care; Informed consent; Nursing; Cross-sectional study; Human immunodeficiency virus (HIV); Psychological intervention; Alternative medicine","score_opus":0.2836835297194488,"score_gpt":0.4646200805944721,"score_spread":0.18093655087502325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196338004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99632096,0.0007830513,0.000020272199,0.0009204479,0.000031300006,0.0017623963,0.00015024352,0.00000731675,0.000004036099],"genre_scores_gemma":[0.9974129,0.0006021055,0.0014906412,0.00017126002,0.00003494364,0.00023523833,0.0000292419,0.000018608547,0.0000050551657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804115,0.0004100328,0.0005426379,0.0003708992,0.00021021346,0.00042509314],"domain_scores_gemma":[0.99820644,0.0003445776,0.00013102374,0.00019784493,0.0003172614,0.00080286444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006556207,0.00015886442,0.0007049786,0.0002203137,0.00013160864,0.000004786632,0.000028591165,0.000067515786,0.0000067454607],"category_scores_gemma":[0.0003396612,0.0001247271,0.000038837978,0.00031686405,0.00007077581,0.00008122889,0.000028166005,0.00011572199,1.4878175e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013030334,0.00070681464,0.91014665,0.000915165,0.00007761746,0.0000019348886,0.08293549,0.000048970196,0.0001951479,0.000014394353,0.000017817245,0.0036369716],"study_design_scores_gemma":[0.0049402467,0.005743055,0.83876866,0.0002578093,0.00008945791,0.0000015472332,0.14990878,0.000056540866,0.00013454932,0.00000954088,0.000010269664,0.00007956742],"about_ca_topic_score_codex":0.0011270818,"about_ca_topic_score_gemma":0.0010362064,"teacher_disagreement_score":0.07137801,"about_ca_system_score_codex":0.00024744868,"about_ca_system_score_gemma":0.00066215673,"threshold_uncertainty_score":0.50862235},"labels":[],"label_agreement":null},{"id":"W3196340087","doi":"10.2196/27662","title":"Exercise Management Using a Mobile App in Patients With Parkinsonism: Prospective, Open-Label, Single-Arm Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Seoul National University Hospital; Seoul National University","keywords":"Medicine; Physical therapy; Quality of life (healthcare); Geriatric Depression Scale; Parkinsonism; Depression (economics); Population; Physical medicine and rehabilitation; Disease; Anxiety; Psychiatry; Nursing; Depressive symptoms","score_opus":0.06818644970655266,"score_gpt":0.3607683613086657,"score_spread":0.292581911602113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196340087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99072784,0.0011615306,0.000020504203,0.000079752106,0.000101859274,0.007069331,0.000032850785,0.000055591056,0.00075074064],"genre_scores_gemma":[0.9946665,0.0003578796,0.0031203195,0.00050726545,0.000030394953,0.0009774945,0.00006339103,0.000052939762,0.00022377688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744713,0.00012003921,0.000439494,0.00085930165,0.00046270242,0.0006713288],"domain_scores_gemma":[0.99855477,0.000017092874,0.00018109981,0.00045670595,0.00013115462,0.0006591858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002487159,0.0003183289,0.00066011754,0.0001890477,0.0002910761,0.00008232833,0.00010564238,0.000045579727,0.000040459123],"category_scores_gemma":[0.0000054225306,0.0002626441,0.0000173483,0.00056962355,0.000037525988,0.00016532595,0.00018508267,0.00020839144,0.000008633759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009607164,0.15861867,0.77344745,0.0021941562,0.0001864515,0.00093598926,0.0010422878,0.0000051671436,0.000010706669,0.00017200477,0.00009626436,0.0536837],"study_design_scores_gemma":[0.039256904,0.029660147,0.92752963,0.00067366386,0.0004184995,0.000014092039,0.00095686334,0.00007534419,0.00002598907,0.00012627691,0.0009885959,0.00027397514],"about_ca_topic_score_codex":0.0003289981,"about_ca_topic_score_gemma":0.00016930293,"teacher_disagreement_score":0.15408221,"about_ca_system_score_codex":0.0005196622,"about_ca_system_score_gemma":0.00043898702,"threshold_uncertainty_score":0.9999826},"labels":[],"label_agreement":null},{"id":"W3196460401","doi":"10.2196/27926","title":"Factors Associated With Intention to Adopt mHealth Apps Among Dementia Caregivers With a Chronic Condition: Cross-sectional, Correlational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research","keywords":"Dementia; mHealth; Logistic regression; Medicine; Cross-sectional study; Family caregivers; Gerontology; Affect (linguistics); Psychology; Disease; Psychiatry; Psychological intervention","score_opus":0.10000539474541738,"score_gpt":0.4442280974852742,"score_spread":0.34422270273985683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196460401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.984641,0.00077847176,0.0013459435,0.0016569074,0.00073935103,0.009087801,0.00038210777,0.0003455191,0.0010228787],"genre_scores_gemma":[0.9857551,0.00031450987,0.0001643789,0.0024511993,0.00036085973,0.0077556963,0.0018221063,0.000100788144,0.0012753936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925088,0.0011778821,0.0017578888,0.0014552735,0.0010943349,0.0020057734],"domain_scores_gemma":[0.99307007,0.0008055604,0.0012622642,0.00071679516,0.001491036,0.0026542486],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001656512,0.00059459166,0.0008824774,0.00043174607,0.0048067835,0.00007704533,0.00024206724,0.00045227067,0.00074539025],"category_scores_gemma":[0.00021685759,0.00049601484,0.00008369921,0.0015841909,0.00026163633,0.00040635822,0.00013073396,0.0017159801,0.000079162965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004192059,0.0006668332,0.98963374,0.0014334227,0.00011741467,0.00001120934,0.0024267777,0.00009245972,0.0000018934769,0.0018273176,0.0023887737,0.0009809503],"study_design_scores_gemma":[0.00546222,0.0020929459,0.9767998,0.00046373956,0.00017107662,0.000008663548,0.0056531224,0.00014702643,0.0000015391147,0.000073500676,0.0087241335,0.00040221945],"about_ca_topic_score_codex":0.0020951047,"about_ca_topic_score_gemma":0.025318865,"teacher_disagreement_score":0.02322376,"about_ca_system_score_codex":0.002192398,"about_ca_system_score_gemma":0.009188471,"threshold_uncertainty_score":0.9997491},"labels":[],"label_agreement":null},{"id":"W3196546591","doi":"10.2196/27896","title":"Using Co-design in Mobile Health System Development: A Qualitative Study With Experts in Co-design and Mobile Health System Development","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Government","keywords":"mHealth; Design science research; Knowledge management; Thematic analysis; Computer science; Systems design; Stakeholder; Exploratory research; Qualitative research; Information system; Process management; Engineering; Medicine; Nursing; Sociology","score_opus":0.1850376034239241,"score_gpt":0.5128204471593458,"score_spread":0.3277828437354217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196546591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8756645,0.023284035,0.021670777,0.0012191618,0.0004921414,0.07658774,0.00011655177,0.00064556574,0.0003195486],"genre_scores_gemma":[0.8571973,0.0022001225,0.034602236,0.0032592232,0.0001679148,0.102056146,0.00018500064,0.00019109042,0.00014100171],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9744788,0.012821177,0.0053723417,0.0022810278,0.0011283311,0.003918365],"domain_scores_gemma":[0.99083096,0.002095665,0.0022979525,0.00097633974,0.00041131643,0.0033877795],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01613348,0.0010153702,0.002837964,0.0011437204,0.0041382536,0.00006796383,0.0003427579,0.00050461915,0.00003186476],"category_scores_gemma":[0.000071449074,0.0009445337,0.000051070638,0.0018848315,0.00018165653,0.00033045618,0.00017511993,0.001765318,0.000047395377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002797897,0.0037445587,0.035915717,0.07747534,0.00010145137,0.00020274056,0.78605664,0.0006924275,0.000013831092,0.002328993,0.0029438,0.08772661],"study_design_scores_gemma":[0.013982985,0.005690801,0.021063056,0.008962148,0.000032174008,0.0002004459,0.9009238,0.0024420086,0.000024757295,0.000025370908,0.04529911,0.0013533748],"about_ca_topic_score_codex":0.0037921928,"about_ca_topic_score_gemma":0.0040251124,"teacher_disagreement_score":0.114867136,"about_ca_system_score_codex":0.0083672535,"about_ca_system_score_gemma":0.041670874,"threshold_uncertainty_score":0.99930054},"labels":[],"label_agreement":null},{"id":"W3196717022","doi":"10.2196/27478","title":"Adaptation and Assessment of a Text Messaging Smoking Cessation Intervention in Vietnam: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Smoking cessation; Short Message Service; Medicine; Randomized controlled trial; mHealth; Vietnamese; Psychological intervention; Intervention (counseling); Abstinence; Focus group; Physical therapy; Family medicine; Nursing; Psychiatry","score_opus":0.07814573539363566,"score_gpt":0.4178469935371233,"score_spread":0.3397012581434876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196717022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99304396,0.0009582099,0.0012954471,0.0011609662,0.00023281701,0.0026066394,0.0000023037512,0.00002282968,0.00067684276],"genre_scores_gemma":[0.99763393,0.001203585,0.00032468696,0.00018207684,0.00006926957,0.00043876964,0.000074694,0.0000123079135,0.000060686965],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975791,0.0006384493,0.000979467,0.00026729912,0.00033370493,0.00020198974],"domain_scores_gemma":[0.99879444,0.0002886813,0.0005280849,0.00011998812,0.00014085963,0.00012793469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028218627,0.00012892953,0.0010053423,0.00024310012,0.00008882005,0.000025660025,0.000019873853,0.00008429187,0.000035982703],"category_scores_gemma":[0.00020863234,0.000109338784,0.00009643413,0.00022413545,0.00005136622,0.00012042014,0.000016618918,0.00025857304,6.713733e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.82316214,0.0012657492,0.11129142,0.002752276,0.0000838259,0.000012594143,0.0024947214,0.000015290536,0.00017572124,0.003567804,0.000018897214,0.05515955],"study_design_scores_gemma":[0.70508736,0.0005130498,0.28910533,0.00041790857,0.00027946525,0.00001107913,0.0008643853,0.003414098,0.000018157063,0.00021510257,0.00001102712,0.00006305315],"about_ca_topic_score_codex":0.00027344344,"about_ca_topic_score_gemma":0.000078024095,"teacher_disagreement_score":0.1778139,"about_ca_system_score_codex":0.00014584334,"about_ca_system_score_gemma":0.0004367885,"threshold_uncertainty_score":0.44587064},"labels":[],"label_agreement":null},{"id":"W3196916920","doi":"10.2196/27674","title":"Detecting Tonic-Clonic Seizures in Multimodal Biosignal Data From Wearables: Methodology Design and Validation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Albert-Ludwigs-Universität Freiburg; European Commission; European Federation of Pharmaceutical Industries and Associations; Innovative Medicines Initiative; Wellcome Trust","keywords":"Biosignal; Wearable computer; Epilepsy; Accelerometer; Electroencephalography; Computer science; Medicine; Physical medicine and rehabilitation; Artificial intelligence; Computer vision; Psychiatry","score_opus":0.30055409399323246,"score_gpt":0.44103438815952334,"score_spread":0.14048029416629088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196916920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97529703,0.0019802032,0.020273475,0.0016683545,0.00028441197,0.00034033513,0.000054684628,0.00006020809,0.000041267936],"genre_scores_gemma":[0.95987386,0.0010522319,0.036849,0.002019843,0.00012240437,0.000016691465,0.00002328417,0.000016583972,0.000026119707],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9961046,0.0018466605,0.00043450663,0.0009295159,0.00016820733,0.0005164892],"domain_scores_gemma":[0.9965306,0.0026360468,0.00016921309,0.00040529724,0.000026232636,0.00023262638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014208066,0.0001751881,0.00033480107,0.00012291472,0.0002656639,0.00010535398,0.0002609253,0.00013012403,0.00002868439],"category_scores_gemma":[0.0005769818,0.00016329133,0.000015892032,0.00026993625,0.0000895536,0.0002852494,0.00027529648,0.0003937326,0.0000060041957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016864017,0.0009404013,0.021438451,0.0026917951,0.000048038775,0.00061484525,0.017064486,0.0017020234,0.49001363,0.0016235535,0.0023881702,0.4597882],"study_design_scores_gemma":[0.006523403,0.0014127711,0.04640138,0.00071600254,0.00009533768,0.00076350983,0.0025185922,0.4014605,0.52768165,0.0073438496,0.0038608818,0.001222096],"about_ca_topic_score_codex":0.0006420798,"about_ca_topic_score_gemma":0.00024011654,"teacher_disagreement_score":0.4585661,"about_ca_system_score_codex":0.00004532787,"about_ca_system_score_gemma":0.0004091345,"threshold_uncertainty_score":0.6658827},"labels":[],"label_agreement":null},{"id":"W3197055148","doi":"10.2196/28024","title":"Improvements in Diet and Physical Activity–Related Psychosocial Factors Among African Americans Using a Mobile Health Lifestyle Intervention to Promote Cardiovascular Health: The FAITH! (Fostering African American Improvement in Total Health) App Pilot Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institutes of Health; National Cancer Institute; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Centers for Disease Control and Prevention; National Center for Research Resources; American Heart Association; Mayo Clinic","keywords":"Psychosocial; mHealth; Gerontology; Psychological intervention; Medicine; Intervention (counseling); Social support; Cardiovascular health; Behavior change; Health promotion; Psychology; Public health; Nursing; Psychiatry; Social psychology; Internal medicine","score_opus":0.047009426467471485,"score_gpt":0.37533178704211884,"score_spread":0.32832236057464737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197055148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98110175,0.0029946666,0.00013225694,0.004212499,0.00032615563,0.011029468,0.00008574575,0.00010351256,0.000013934451],"genre_scores_gemma":[0.9957621,0.0013614594,0.00019748649,0.0011977152,0.00022403385,0.0010847226,0.000049751707,0.00010493442,0.000017785485],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9921112,0.0016555736,0.0015355039,0.0015569357,0.001050186,0.0020905996],"domain_scores_gemma":[0.9958564,0.000109483226,0.0008794389,0.00087348063,0.00010690274,0.0021742994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029238893,0.0006721294,0.0026312286,0.00057894393,0.0007401247,0.00008874539,0.00016407449,0.00008494909,0.0000038571575],"category_scores_gemma":[0.000071062634,0.00055949786,0.0003900534,0.0022491852,0.000264442,0.00019177893,0.00035147043,0.0013211351,0.0000013506681],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017003338,0.006355203,0.11937086,0.0032708428,0.0004377671,0.000052461368,0.053582314,0.00013107559,0.00007903423,0.000004359724,0.000046568166,0.8149692],"study_design_scores_gemma":[0.005706602,0.03598278,0.91294223,0.00055422547,0.00010455985,0.000042947035,0.042837515,0.000787826,0.000011051603,0.000009375238,0.0005756036,0.00044529076],"about_ca_topic_score_codex":0.16762458,"about_ca_topic_score_gemma":0.015495491,"teacher_disagreement_score":0.8145239,"about_ca_system_score_codex":0.002427726,"about_ca_system_score_gemma":0.0022937276,"threshold_uncertainty_score":0.99968565},"labels":[],"label_agreement":null},{"id":"W3197296032","doi":"10.2196/26845","title":"Relationship Between Perceived Risks of Using mHealth Applications and the Intention to Use Them Among Older Adults in the Netherlands: Cross-sectional Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Cross-sectional study; Telemedicine; Risk perception; Digital health; Medicine; Health care; Psychology; Gerontology; Environmental health; Nursing; Psychological intervention","score_opus":0.18572911942970405,"score_gpt":0.4514694141077673,"score_spread":0.26574029467806326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197296032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937802,0.00012889576,0.00026840423,0.0029991833,0.000058327496,0.0026172132,0.000024190493,0.00004407383,0.000079522026],"genre_scores_gemma":[0.99888694,0.00012991138,0.00022865745,0.0003227755,0.00009320967,0.0002787129,0.000012167269,0.000011256772,0.000036359794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970259,0.0012356288,0.0005909848,0.00039454084,0.00036559295,0.0003873672],"domain_scores_gemma":[0.99766123,0.0013690656,0.00027749463,0.00032242437,0.00019279239,0.00017699185],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029962827,0.00012448306,0.00025702384,0.00012802219,0.0013474886,0.00010432811,0.00021920432,0.00017528185,0.0000067425963],"category_scores_gemma":[0.00047523688,0.00008710942,0.00003749093,0.0008211937,0.0005594735,0.00019693872,0.00006466124,0.0005131784,0.000001982102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006290302,0.00012515519,0.947295,0.00008820145,0.0000049783753,6.788672e-7,0.048731666,0.0000025869008,2.2128154e-7,0.002485521,0.000011828791,0.001191227],"study_design_scores_gemma":[0.0014904257,0.00005030104,0.9665552,0.000047633395,0.000025982887,0.000004057394,0.030436384,0.00004463841,2.415593e-7,0.001210836,0.00006269217,0.00007160614],"about_ca_topic_score_codex":0.021351287,"about_ca_topic_score_gemma":0.025790121,"teacher_disagreement_score":0.01926017,"about_ca_system_score_codex":0.00012894104,"about_ca_system_score_gemma":0.0004128448,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W3197562942","doi":"10.2196/28577","title":"Feasibility, Usability, and Effectiveness of a Machine Learning–Based Physical Activity Chatbot: Quasi-Experimental Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Central Queensland University; National Heart Foundation of Australia","keywords":"Chatbot; Usability; eHealth; Physical activity; mHealth; Wearable computer; Psychological intervention; Computer science; Applied psychology; Psychology; Medicine; Human–computer interaction; Physical therapy; World Wide Web; Health care; Nursing","score_opus":0.0893070579031292,"score_gpt":0.4851987538017969,"score_spread":0.3958916958986677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197562942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959756,0.00077326933,0.000045512592,0.00045298255,0.00033714782,0.0017975887,0.0001023476,0.00006812264,0.0004474281],"genre_scores_gemma":[0.99941206,0.00000492266,0.000032716045,0.000081072205,0.000049703718,0.00027751844,0.000025363059,0.000028971102,0.000087701665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587405,0.0020745224,0.00044274385,0.00078778766,0.00029024083,0.00053068],"domain_scores_gemma":[0.99806064,0.0006599005,0.0002482308,0.0004275486,0.0000829381,0.00052075804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012336649,0.00025588486,0.00067522743,0.000098585646,0.00025619357,0.000029799889,0.00009832852,0.00009445168,0.00006562279],"category_scores_gemma":[0.00008349841,0.00024934902,0.000105478735,0.00030274587,0.00024167945,0.00013246745,0.00016092796,0.00045201488,0.000012032156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044507305,0.15649733,0.79938984,0.008769519,0.00008522787,0.000052651412,0.0047440454,0.000002947254,0.00027398553,0.003890832,0.000027305892,0.021815564],"study_design_scores_gemma":[0.00431511,0.016825488,0.9752744,0.0001500597,0.000041520092,0.0000364887,0.0012519512,0.00039144058,0.001027207,0.00045366545,0.0000389229,0.00019373934],"about_ca_topic_score_codex":0.0012086743,"about_ca_topic_score_gemma":0.00020573536,"teacher_disagreement_score":0.17588454,"about_ca_system_score_codex":0.00022645078,"about_ca_system_score_gemma":0.00024876295,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W3197885655","doi":"10.2196/26424","title":"Acceptance of an Informational Antituberculosis Chatbot Among Korean Adults: Mixed Methods Research","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"AI in Service Interactions","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Yonsei University","keywords":"Chatbot; Technology acceptance model; Usability; Medicine; Psychological intervention; Focus group; Tuberculosis; Population; Family medicine; Applied psychology; Psychology; Nursing; World Wide Web; Environmental health; Computer science; Pathology; Marketing","score_opus":0.08700425227433473,"score_gpt":0.4793209760361811,"score_spread":0.3923167237618464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197885655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667046,0.00042982787,0.025313238,0.004401634,0.00053827243,0.000346957,0.0000241229,0.00009525263,0.0021460669],"genre_scores_gemma":[0.8223084,0.00053693727,0.17587836,0.00097597647,0.0001260882,0.000067734516,0.0000359041,0.000011606241,0.000058978323],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969986,0.00080907566,0.00063772243,0.00043631365,0.0005536743,0.0005646055],"domain_scores_gemma":[0.9972413,0.00048575512,0.00025453235,0.0007523529,0.00077367126,0.00049237575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020978726,0.00013672223,0.00027869982,0.00027351858,0.00044021072,0.000121155594,0.00057854084,0.00011274057,0.000049965667],"category_scores_gemma":[0.00015932554,0.00013409917,0.000046735746,0.0011518133,0.00012940359,0.0017539557,0.00031029395,0.00050435035,0.000013626556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013094136,0.0007945615,0.013127324,0.0033949425,0.00004282623,0.00001580615,0.024852816,0.000066947425,0.000277445,0.11115204,0.0031606446,0.8429837],"study_design_scores_gemma":[0.0011448105,0.0006864073,0.8629238,0.00043106003,0.00001523704,0.00010486225,0.006749022,0.11025893,0.0044683795,0.0059514255,0.0068532024,0.0004128728],"about_ca_topic_score_codex":0.0007586471,"about_ca_topic_score_gemma":0.0009990176,"teacher_disagreement_score":0.8497965,"about_ca_system_score_codex":0.00011845661,"about_ca_system_score_gemma":0.0008180589,"threshold_uncertainty_score":0.54684055},"labels":[],"label_agreement":null},{"id":"W3198591007","doi":"10.2196/28372","title":"Willingness of French General Practitioners to Prescribe mHealth Apps and Devices: Quantitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"mHealth; Medicine; Global Positioning System; Health care; Population; Nursing; Medical education; Psychological intervention; Family medicine; Internet privacy; Computer science; Environmental health","score_opus":0.1246274426095295,"score_gpt":0.4972730362852529,"score_spread":0.37264559367572336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198591007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97191864,0.0049609686,0.0012040917,0.010442061,0.00067643047,0.008626104,0.00026908593,0.0001486404,0.0017539595],"genre_scores_gemma":[0.9617189,0.00754847,0.009319849,0.01372004,0.00048008905,0.006009791,0.00017597894,0.00008381198,0.000943038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99249196,0.0017914237,0.0022226952,0.0012189196,0.00061187486,0.0016631063],"domain_scores_gemma":[0.99326295,0.0012235633,0.0011226289,0.00081495685,0.0009187524,0.0026571741],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022770977,0.00043957852,0.0011320969,0.00031751255,0.001979377,0.000025076743,0.00022121922,0.0003344269,0.00014055386],"category_scores_gemma":[0.0003695076,0.00042404083,0.00005926297,0.0012095723,0.00015140482,0.0002613212,0.000181479,0.0011851853,0.00006552724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015600976,0.0045033246,0.6560717,0.045995448,0.00016457035,0.00005424977,0.074744195,0.00006532925,0.00022221539,0.0983896,0.04040766,0.077821575],"study_design_scores_gemma":[0.003973324,0.002038663,0.84439933,0.00063688593,0.00016523781,0.00002940954,0.02489909,0.0003627909,0.000011075875,0.0013207463,0.12166152,0.0005019032],"about_ca_topic_score_codex":0.004475856,"about_ca_topic_score_gemma":0.0059852917,"teacher_disagreement_score":0.18832763,"about_ca_system_score_codex":0.00028261886,"about_ca_system_score_gemma":0.004810856,"threshold_uncertainty_score":0.9998211},"labels":[],"label_agreement":null},{"id":"W3198631432","doi":"10.2196/29498","title":"Nursing Interns’ Attitudes Toward, Preferences for, and Use of Diabetes Virtual Simulation Teaching Applications in China: National Web-Based Survey","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Xiangya Hospital, Central South University; Central South University","keywords":"Medicine; Promotion (chess); Nursing; Affect (linguistics); China; Medical education; Family medicine; Psychology","score_opus":0.1540186034105961,"score_gpt":0.46513782897595685,"score_spread":0.31111922556536076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198631432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935585,0.0005370663,0.0022644892,0.0021936207,0.000113193484,0.0010975567,0.0001756156,0.00003496774,0.0000249631],"genre_scores_gemma":[0.99494326,0.000045059784,0.0032236474,0.00060382596,0.00011026126,0.00018837335,0.0008477082,0.000019151023,0.00001871764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811083,0.00035539598,0.00060174405,0.00037370546,0.0002767141,0.00028161975],"domain_scores_gemma":[0.9960473,0.0027853728,0.0002421959,0.00016033987,0.0005077154,0.00025708124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010048421,0.00014536509,0.0003437908,0.00027057168,0.00021546966,0.000030944466,0.000039398055,0.000119281794,0.000010655551],"category_scores_gemma":[0.0006082798,0.00014451817,0.000031433392,0.00027066193,0.0001144139,0.00015171105,0.000011779931,0.00029832512,3.349694e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010591351,0.0003344934,0.9849421,0.0017730229,0.0000077940995,8.258084e-8,0.0015840072,0.001757002,0.000018065899,0.0011718083,0.000050466704,0.008255252],"study_design_scores_gemma":[0.0011608765,0.0002291887,0.9454077,0.0005201279,0.000020699661,6.697815e-7,0.00045788707,0.051652238,0.000027885146,0.00035778762,0.00007001383,0.000094918294],"about_ca_topic_score_codex":0.0005421788,"about_ca_topic_score_gemma":0.00031256556,"teacher_disagreement_score":0.049895234,"about_ca_system_score_codex":0.000267908,"about_ca_system_score_gemma":0.0020106477,"threshold_uncertainty_score":0.589328},"labels":[],"label_agreement":null},{"id":"W3198964749","doi":"10.2196/32544","title":"Effectiveness of Telehealth Interventions for Women With Postpartum Depression: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Southern Medical University","keywords":"Telehealth; Medicine; Randomized controlled trial; Psychological intervention; Meta-analysis; Edinburgh Postnatal Depression Scale; Anxiety; Cochrane Library; CINAHL; PsycINFO; Physical therapy; MEDLINE; Telemedicine; Psychiatry; Health care; Internal medicine; Depressive symptoms","score_opus":0.1268723422991334,"score_gpt":0.45910558387097533,"score_spread":0.3322332415718419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198964749","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009839916,0.9850525,0.00006640117,0.00027069764,0.000056105484,0.013861108,0.00053341483,0.00003442162,0.000026925189],"genre_scores_gemma":[0.0007903829,0.98848015,0.0002518171,0.00055308494,0.00002623192,0.009094772,0.00029036167,0.000064382795,0.00044883305],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9942278,0.0016464078,0.0022208272,0.0008293707,0.00035358686,0.00072198693],"domain_scores_gemma":[0.99506706,0.0010621918,0.0018574991,0.0007654822,0.00023353574,0.0010142568],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003041082,0.0006203067,0.014360436,0.00043599648,0.00022484198,0.00002227868,0.00013337098,0.00025351424,0.000061611456],"category_scores_gemma":[0.00010786252,0.0003710416,0.0013291363,0.00075102056,0.00009479635,0.000067840956,0.000082054044,0.00047865615,0.0000016729383],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019031811,0.00019906831,0.000035235113,0.9747389,0.0232174,0.000011484928,0.00007232882,3.1170657e-8,3.6684225e-9,0.00010885851,0.000013782676,0.0014125734],"study_design_scores_gemma":[0.00037929413,0.0010053151,0.0002284216,0.54988843,0.44646508,0.00027098975,0.000022024458,5.262422e-7,2.1678434e-7,0.000008946845,0.0015542712,0.00017646322],"about_ca_topic_score_codex":0.000059841674,"about_ca_topic_score_gemma":0.000017717597,"teacher_disagreement_score":0.42485046,"about_ca_system_score_codex":0.00023767784,"about_ca_system_score_gemma":0.0009881917,"threshold_uncertainty_score":0.9998742},"labels":[],"label_agreement":null},{"id":"W3199092589","doi":"10.2196/26397","title":"A Mobile Intervention for Self-Efficacious and Goal-Directed Smartphone Use in the General Population: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Randomized controlled trial; Psychological intervention; Intervention (counseling); Goal setting; Smartphone application; mHealth; Smartphone app; Psychology; Applied psychology; Digital health; Medicine; Internet privacy; Multimedia; Computer science; Social psychology; Health care; Psychiatry","score_opus":0.03233073654759115,"score_gpt":0.3917453201339496,"score_spread":0.3594145835863584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199092589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98658967,0.0012209238,0.000051652973,0.0031486354,0.0004544367,0.008294625,0.000009822301,0.00015096522,0.0000792875],"genre_scores_gemma":[0.9949095,0.0012152215,0.0007910642,0.00090466667,0.00023615283,0.0014720316,0.00003179532,0.000010170644,0.00042938287],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99659705,0.0018276973,0.0006259399,0.0002729748,0.00023423604,0.0004421073],"domain_scores_gemma":[0.9985817,0.00070273574,0.00030849082,0.00015319847,0.00009351027,0.00016038318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036739262,0.00013173913,0.0007696458,0.00010678023,0.0005884354,0.000120828,0.0000963922,0.00019946486,0.00001059804],"category_scores_gemma":[0.0011568038,0.00009534402,0.000137948,0.0002728468,0.00013701158,0.00013109371,0.000022335787,0.00022052087,8.655934e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94111806,0.0018474296,0.007845438,0.00047622074,0.000086159605,0.000011968379,0.01776603,0.0000021094527,0.0000054035054,0.005757692,0.0023866869,0.0226968],"study_design_scores_gemma":[0.9750284,0.00036782818,0.019836055,0.00005148113,0.000089918365,0.000006048589,0.0014248354,0.00067373074,0.0000013134313,0.0009582448,0.0014438746,0.00011829265],"about_ca_topic_score_codex":0.0021563391,"about_ca_topic_score_gemma":0.0041126483,"teacher_disagreement_score":0.033910315,"about_ca_system_score_codex":0.00012559594,"about_ca_system_score_gemma":0.00025787487,"threshold_uncertainty_score":0.45258287},"labels":[],"label_agreement":null},{"id":"W3199402061","doi":"10.2196/28378","title":"Diagnostic Accuracy of Smartphone-Based Audiometry for Hearing Loss Detection: Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Taipei Veterans General Hospital","keywords":"Medicine; Meta-analysis; Audiometry; Hearing loss; Audiology; Receiver operating characteristic; Gold standard (test); Bivariate analysis; Computer science; Machine learning; Internal medicine","score_opus":0.3076275455100347,"score_gpt":0.47944835953531895,"score_spread":0.17182081402528426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199402061","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019363682,0.99254894,0.0022298729,0.00038621295,0.00032677114,0.002224286,0.00027603374,0.000055793687,0.00001571684],"genre_scores_gemma":[0.03309357,0.964356,0.00066129817,0.00040745782,0.00016174886,0.0011384815,0.000060168994,0.000056758905,0.00006449615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954242,0.000931646,0.0014944915,0.0010687952,0.0004376622,0.0006431796],"domain_scores_gemma":[0.9839649,0.013639844,0.0011118458,0.0006751474,0.00014744468,0.00046082024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014515471,0.00044654284,0.004134989,0.0010222999,0.00043495334,0.00007187073,0.00021875805,0.0003463539,0.000051376614],"category_scores_gemma":[0.004743648,0.00033966356,0.002161834,0.003039442,0.00015401926,0.00010357431,0.000064679596,0.00048866984,0.0000055357514],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027101667,0.0003128094,0.000057314497,0.1925378,0.0032496632,0.00000886225,0.00016192223,0.00004598545,0.000012288129,0.0002789358,0.000068498535,0.8032388],"study_design_scores_gemma":[0.0013516439,0.0014650695,0.00330293,0.003364617,0.33207923,0.000075953925,0.000066877146,0.0005443827,0.00020917437,0.00019123219,0.6558781,0.001470774],"about_ca_topic_score_codex":0.00017213404,"about_ca_topic_score_gemma":0.000029236648,"teacher_disagreement_score":0.80176806,"about_ca_system_score_codex":0.0001878739,"about_ca_system_score_gemma":0.0014290701,"threshold_uncertainty_score":0.9999055},"labels":[],"label_agreement":null},{"id":"W3199511266","doi":"10.2196/25129","title":"Behavioral Theories and Motivational Features Underlying eHealth Interventions for Adolescent Antiretroviral Adherence: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Psychological intervention; mHealth; Psychology; Theory of planned behavior; Human immunodeficiency virus (HIV); Telehealth; Behavior change; Clinical psychology; Medicine; Telemedicine; Health care; Computer science; Social psychology; Psychiatry; Family medicine","score_opus":0.25297327241981366,"score_gpt":0.5446443631395769,"score_spread":0.2916710907197632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199511266","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043828983,0.9885712,0.0002998487,0.0007984941,0.00013336887,0.009359727,0.00063778274,0.00006097814,0.00009474947],"genre_scores_gemma":[0.00030457633,0.9908531,0.00036046113,0.0005667739,0.00018183216,0.0023373326,0.0016114129,0.00006824142,0.003716272],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9951401,0.00081654586,0.0019823152,0.0007317648,0.0005090533,0.00082024635],"domain_scores_gemma":[0.99690026,0.00036446375,0.00090644724,0.00049811695,0.0003615074,0.0009692193],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016053853,0.00052571774,0.0039047007,0.00041700646,0.0005878963,0.00011662351,0.00016796777,0.00030576455,0.000084546286],"category_scores_gemma":[0.00064356375,0.0003904013,0.0010797996,0.00048154092,0.00019559592,0.00013747987,0.00011444379,0.0010593156,0.00000788714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001534682,0.00029311082,0.000030651263,0.77679336,0.00009074829,0.0000067274846,0.00006476156,1.6532394e-9,2.5424596e-8,0.0032825153,0.008899057,0.21052371],"study_design_scores_gemma":[0.0006395431,0.004732855,0.00020319343,0.9642628,0.0035911188,0.0003754165,0.00029704467,0.0000055322016,3.463383e-8,0.00010325252,0.025515623,0.0002736191],"about_ca_topic_score_codex":0.00008787294,"about_ca_topic_score_gemma":0.00005946237,"teacher_disagreement_score":0.2102501,"about_ca_system_score_codex":0.00037144372,"about_ca_system_score_gemma":0.0022405698,"threshold_uncertainty_score":0.9998548},"labels":[],"label_agreement":null},{"id":"W3199891602","doi":"10.2196/27535","title":"Effects of an Artificial Intelligence–Assisted Health Program on Workers With Neck/Shoulder Pain/Stiffness and Low Back Pain: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical therapy; Medicine; Neck pain; Randomized controlled trial; mHealth; Population; Psychological intervention; Low back pain; Physical medicine and rehabilitation; Nursing; Alternative medicine; Surgery","score_opus":0.02707447381093775,"score_gpt":0.368198694493512,"score_spread":0.34112422068257425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199891602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96974677,0.0014801786,0.0011932701,0.008901666,0.00029009278,0.018193357,0.0000035791304,0.00009467681,0.00009638872],"genre_scores_gemma":[0.9912903,0.0005546907,0.002560989,0.0036091649,0.00033082176,0.0014146029,0.000097324024,0.000044063177,0.00009807202],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99177516,0.0050750733,0.0013441117,0.00065030094,0.00052275584,0.00063260103],"domain_scores_gemma":[0.9940658,0.0037157277,0.0006164401,0.00033689293,0.00025303836,0.0010120837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007532005,0.00035955416,0.0024536955,0.00020962849,0.00024153771,0.00004374147,0.00005299945,0.00022145388,0.000027503149],"category_scores_gemma":[0.0018919752,0.00023047598,0.0002299977,0.00047095655,0.0004067678,0.00007273772,0.000015801026,0.00043510005,0.0000015966003],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6239165,0.0025214052,0.000101234866,0.01905882,0.000097742944,0.000009471629,0.0009070892,0.0000052184223,0.000034511868,0.00030884924,0.00009338054,0.35294577],"study_design_scores_gemma":[0.94444287,0.019694127,0.019592982,0.003477041,0.00024020618,0.000014437181,0.0018332847,0.009798342,0.000051905223,0.00040918784,0.000092708135,0.0003528941],"about_ca_topic_score_codex":0.00013828471,"about_ca_topic_score_gemma":0.00010767679,"teacher_disagreement_score":0.3525929,"about_ca_system_score_codex":0.000106087005,"about_ca_system_score_gemma":0.0014733822,"threshold_uncertainty_score":0.9398538},"labels":[],"label_agreement":null},{"id":"W3199907106","doi":"10.2196/27337","title":"Measurement Properties of Smartphone Approaches to Assess Diet, Alcohol Use, and Tobacco Use: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Checklist; MEDLINE; Cochrane Library; mHealth; Systematic review; Medicine; Applied psychology; Psychology; Gerontology; Psychological intervention; Meta-analysis; Nursing; Pathology","score_opus":0.7360020005591618,"score_gpt":0.499952394160036,"score_spread":0.23604960639912576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199907106","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020931869,0.950493,0.000043528016,0.0019417057,0.00046929286,0.04638897,0.0002515813,0.00013560757,0.00006699567],"genre_scores_gemma":[0.00037238823,0.92608094,0.00051714183,0.005924016,0.0002828453,0.06620481,0.00015073174,0.00017229553,0.00029484674],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9835637,0.0052257134,0.006259371,0.0016375172,0.0012364237,0.0020772652],"domain_scores_gemma":[0.9894613,0.0009921365,0.0036847114,0.0019453011,0.00095804624,0.002958481],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0074944794,0.0011291214,0.008517858,0.0005314129,0.0015774317,0.00007541467,0.0004691047,0.0009222507,0.000029196968],"category_scores_gemma":[0.002075375,0.0008359514,0.0003545588,0.0013718669,0.000158031,0.00032308823,0.0004559802,0.002062016,0.000065054584],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041435575,0.00017256053,0.00021030544,0.9340858,0.00009454683,0.0000022362808,0.000305725,5.524944e-8,1.2332924e-7,0.0013838715,0.005416461,0.05828692],"study_design_scores_gemma":[0.0003498488,0.00019458866,0.00033935448,0.6039694,0.0016017187,0.000022318967,0.00019538551,0.000002270865,9.45741e-8,0.000004772316,0.3929097,0.00041052036],"about_ca_topic_score_codex":0.0009492871,"about_ca_topic_score_gemma":0.00061397714,"teacher_disagreement_score":0.38749325,"about_ca_system_score_codex":0.00106031,"about_ca_system_score_gemma":0.009855625,"threshold_uncertainty_score":0.99972236},"labels":[],"label_agreement":null},{"id":"W3199969432","doi":"10.2196/31621","title":"Pediatric Weight Management Through mHealth Compared to Face-to-Face Care: Cost Analysis of a Randomized Control Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Royal College of Surgeons in Ireland; Health Research Board","keywords":"mHealth; Randomized controlled trial; Psychological intervention; Medicine; Health care; Cost–benefit analysis; Scarcity; Cost effectiveness; Clinical trial; Physical therapy; Nursing; Surgery; Risk analysis (engineering)","score_opus":0.060699712757114006,"score_gpt":0.45287590584127807,"score_spread":0.39217619308416407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199969432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.768186,0.016270166,0.04050943,0.050188553,0.0043231403,0.10465728,0.0028045585,0.0006497347,0.012411161],"genre_scores_gemma":[0.9006115,0.015224505,0.0043111355,0.036210835,0.0011286405,0.040858325,0.0007118612,0.00010885309,0.0008342966],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.985741,0.0037292796,0.0047962945,0.0017257506,0.0011468634,0.002860814],"domain_scores_gemma":[0.9885963,0.0027160961,0.0019094462,0.0016593651,0.0010198265,0.0040989206],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0044612912,0.00071275706,0.0044178558,0.0013598598,0.0021172056,0.00003262295,0.0005459159,0.00051301037,0.00037499442],"category_scores_gemma":[0.0004990308,0.00066121254,0.0005320595,0.0057518226,0.00013443497,0.0001470539,0.0002909105,0.0012470515,0.00025346718],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.66241205,0.0029463882,0.024145594,0.05226134,0.0021006058,0.00005738386,0.053906318,0.0015973845,0.000008089729,0.08377602,0.08216743,0.03462139],"study_design_scores_gemma":[0.73598105,0.0008806326,0.04868817,0.00035479828,0.0065562986,0.0000045664433,0.011205774,0.0012157591,0.000004726662,0.00053454615,0.19365786,0.0009157998],"about_ca_topic_score_codex":0.0016632249,"about_ca_topic_score_gemma":0.001560474,"teacher_disagreement_score":0.13242556,"about_ca_system_score_codex":0.0010150919,"about_ca_system_score_gemma":0.004738427,"threshold_uncertainty_score":0.9995839},"labels":[],"label_agreement":null},{"id":"W3200387216","doi":"10.2196/29928","title":"mHealth Interventions for Lifestyle and Risk Factor Modification in Coronary Heart Disease: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Conventional PCI; mHealth; Short Message Service; Blood pressure; Population; Physical therapy; Risk factor; Internal medicine; Myocardial infarction; Nursing","score_opus":0.10302947916875639,"score_gpt":0.48601067745103205,"score_spread":0.38298119828227567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200387216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.880938,0.026543178,0.003219087,0.025310041,0.001575227,0.060812343,0.0010614838,0.00024344829,0.00029720823],"genre_scores_gemma":[0.84141266,0.047108315,0.0017546332,0.006212577,0.0008133247,0.10105436,0.00045109235,0.000082775754,0.0011102572],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9884759,0.004647708,0.003678441,0.0011469641,0.00039203948,0.0016589523],"domain_scores_gemma":[0.98815566,0.0066072876,0.0016009767,0.00071446266,0.00045371384,0.0024679257],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006298947,0.00046416273,0.002708343,0.00043812822,0.0022902037,0.00003548176,0.00015905165,0.00043349786,0.00017872012],"category_scores_gemma":[0.0029430531,0.00040961822,0.00039968666,0.00049396785,0.00022692427,0.00020690757,0.00010428344,0.001298917,0.00003210166],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8903332,0.0012231318,0.035599515,0.017656412,0.00006078078,0.0000038772273,0.0014360204,0.0000076132656,0.0000036218921,0.030499117,0.003913813,0.019262895],"study_design_scores_gemma":[0.81487745,0.0004353337,0.16275525,0.00072605687,0.00030680987,0.0000054480442,0.0005901976,0.0021514986,3.151912e-7,0.0065987087,0.011243801,0.0003091186],"about_ca_topic_score_codex":0.00073996274,"about_ca_topic_score_gemma":0.001153964,"teacher_disagreement_score":0.12715574,"about_ca_system_score_codex":0.00042704266,"about_ca_system_score_gemma":0.0055934493,"threshold_uncertainty_score":0.99983555},"labels":[],"label_agreement":null},{"id":"W3200466219","doi":"10.2196/30622","title":"The Relationship Between Weight Loss Outcomes and Engagement in a Mobile Behavioral Change Intervention: Retrospective Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Amgen","keywords":"Weight loss; Medicine; Psychological intervention; Analysis of variance; Psychology; Weight change; Obesity; Internal medicine; Psychiatry","score_opus":0.195605884148965,"score_gpt":0.5175289367070622,"score_spread":0.3219230525580973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200466219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725406,0.007048461,0.00011114407,0.014751087,0.0003538637,0.0046384274,0.00015928986,0.00009330027,0.00030379125],"genre_scores_gemma":[0.9716266,0.007768595,0.00022559852,0.0019044473,0.0003551667,0.017171526,0.00021240911,0.000030860003,0.0007048142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941542,0.0018514864,0.0016044653,0.0007623432,0.00037812232,0.0012493865],"domain_scores_gemma":[0.9952149,0.002290024,0.00064004137,0.00066679984,0.00022638064,0.00096188806],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035158042,0.00028860325,0.00078331266,0.00038007382,0.003237443,0.00003375059,0.00016650681,0.0003117837,0.000108537475],"category_scores_gemma":[0.00025702556,0.00022953207,0.00012814633,0.001616061,0.00016344198,0.00018264307,0.00020438277,0.0016464322,0.00003240738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004032089,0.00015131896,0.9617509,0.0009026275,0.000029038949,0.00000497533,0.0029257205,1.7767641e-7,8.8420705e-8,0.011787699,0.0004337764,0.021973308],"study_design_scores_gemma":[0.001548063,0.00017051456,0.9586064,0.000111917616,0.00021847078,0.0000021243848,0.0022428364,0.00002406977,2.219835e-7,0.0018892722,0.03502718,0.00015892698],"about_ca_topic_score_codex":0.0014001885,"about_ca_topic_score_gemma":0.009756181,"teacher_disagreement_score":0.034593403,"about_ca_system_score_codex":0.00061728497,"about_ca_system_score_gemma":0.00079634966,"threshold_uncertainty_score":0.9980602},"labels":[],"label_agreement":null},{"id":"W3200528280","doi":"10.2196/30332","title":"Experiences of Wearable Technology by Persons with Knee Osteoarthritis Participating in a Physical Activity Counseling Intervention: Qualitative Study Using a Relational Ethics Lens","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Canada; University of Ottawa; Ottawa Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Wearable computer; Intervention (counseling); Qualitative research; Physical therapy; Psychology; Medicine; Wearable technology; Nursing","score_opus":0.17241155874892236,"score_gpt":0.4850430508009329,"score_spread":0.3126314920520106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200528280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99610287,0.0006263594,0.0002504541,0.0023481126,0.000029777648,0.0005522996,0.000017372822,0.000026792984,0.000045941273],"genre_scores_gemma":[0.9989164,0.000060508504,0.00052108604,0.00013809736,0.00004772295,0.0002816106,0.000004617903,0.0000120394625,0.000017932818],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979868,0.0005447693,0.00032523143,0.00037322938,0.00037150347,0.00039845874],"domain_scores_gemma":[0.9988158,0.00045418902,0.00024799845,0.00014490925,0.00015739704,0.0001797266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066990603,0.00013987107,0.00059282244,0.00011300899,0.00028217622,0.000009489863,0.000029241437,0.000118273834,0.0000124895805],"category_scores_gemma":[0.00015900609,0.000125698,0.00004079023,0.0006198433,0.00022948584,0.00020287764,0.000029304343,0.00095390494,5.8654865e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010964472,0.008182854,0.011955869,0.002117857,0.000038579543,0.000034419732,0.9635725,0.0000129789805,0.0007557273,0.00075182394,0.000010810624,0.011470123],"study_design_scores_gemma":[0.0056923237,0.01130617,0.011084841,0.0020579868,0.000100793455,0.00006743455,0.9642525,0.003971987,0.00076023495,0.00043439315,0.00004107133,0.00023026318],"about_ca_topic_score_codex":0.0005993139,"about_ca_topic_score_gemma":0.00053222285,"teacher_disagreement_score":0.011239859,"about_ca_system_score_codex":0.00013580717,"about_ca_system_score_gemma":0.0010550066,"threshold_uncertainty_score":0.5125816},"labels":[],"label_agreement":null},{"id":"W3200647822","doi":"10.2196/28242","title":"Impact of a Mobile Telerehabilitation Solution on Metabolic Health Outcomes and Rehabilitation Adherence in Patients With Obesity: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Telerehabilitation; Obesity; Anthropometry; Quality of life (healthcare); Body mass index; Rehabilitation; Waist; Internal medicine; Telemedicine; Health care","score_opus":0.026023958483025324,"score_gpt":0.3865207688921785,"score_spread":0.3604968104091532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200647822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877593,0.00057201873,0.00002954389,0.0021433362,0.00007056232,0.009332122,0.000023975557,0.00002468193,0.000044468965],"genre_scores_gemma":[0.99758506,0.00049349,0.00060960895,0.00043350074,0.00004295804,0.0007664175,0.000040430976,0.0000151685945,0.0000133572075],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99646914,0.0011716873,0.0010542556,0.0004410438,0.00042391874,0.0004399602],"domain_scores_gemma":[0.996306,0.00210932,0.00063397014,0.00024295975,0.000246647,0.00046109292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017092207,0.00023344843,0.0028618998,0.0002542681,0.00013577253,0.000011871743,0.000027639073,0.00010400086,0.000011615677],"category_scores_gemma":[0.0009072758,0.00015120785,0.00020810384,0.00036650937,0.00018956947,0.00015934723,0.000016363107,0.00033905523,0.0000011073455],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.77722764,0.0056044883,0.20007572,0.0015432249,0.00006857846,5.374151e-7,0.0022779368,0.0000063493367,0.0000038082444,0.000834423,0.000025365713,0.012331944],"study_design_scores_gemma":[0.45321417,0.013068937,0.53293365,0.0001681915,0.000053043153,6.179495e-7,0.000085007574,0.000108983695,7.073197e-7,0.00030362463,0.0000031313687,0.00005996355],"about_ca_topic_score_codex":0.0012237189,"about_ca_topic_score_gemma":0.00022840552,"teacher_disagreement_score":0.3328579,"about_ca_system_score_codex":0.00026298175,"about_ca_system_score_gemma":0.0018627581,"threshold_uncertainty_score":0.61660767},"labels":[],"label_agreement":null},{"id":"W3201480657","doi":"10.2196/32444","title":"Smartphone-Based Artificial Intelligence–Assisted Prediction for Eyelid Measurements: Algorithm Development and Observational Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Facial Rejuvenation and Surgery Techniques","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Algorithm; Gold standard (test); Intraclass correlation; Computer science; Artificial intelligence; Eye tracking; Correlation coefficient; Mathematics; Machine learning; Reproducibility; Statistics","score_opus":0.3230512771786373,"score_gpt":0.4388520929630928,"score_spread":0.1158008157844555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201480657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9106576,0.00023995983,0.077915475,0.00848995,0.0003493676,0.002043516,0.00004991813,0.00016856109,0.00008568203],"genre_scores_gemma":[0.94927347,0.000074711796,0.045418933,0.0035782459,0.00011529707,0.0005816096,0.00082278764,0.00002187968,0.00011304441],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982832,0.00010811232,0.00061440544,0.0003417258,0.0004115713,0.00024098101],"domain_scores_gemma":[0.99889344,0.00009974283,0.00013897812,0.0001190201,0.000474944,0.0002738864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010696572,0.00013593298,0.00027025887,0.00015236254,0.00033542383,0.00003807149,0.000022736318,0.000091485614,0.000025627827],"category_scores_gemma":[0.00019278945,0.00013075907,0.000032689826,0.00025619715,0.000029869494,0.00008208651,0.000012864535,0.00012116874,0.0000015610652],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041626274,0.0012246905,0.055257827,0.0005289438,0.000037061458,0.0000047607336,0.0009063806,0.000002491935,0.0003468442,0.00033170317,0.00095367717,0.9399893],"study_design_scores_gemma":[0.0018801013,0.0014063973,0.9446843,0.00023732435,0.00011946945,0.000023462253,0.0015880036,0.006653529,0.015780838,0.00071027206,0.02662276,0.00029349577],"about_ca_topic_score_codex":0.00002098187,"about_ca_topic_score_gemma":0.000047658665,"teacher_disagreement_score":0.93969584,"about_ca_system_score_codex":0.00019920347,"about_ca_system_score_gemma":0.0013452984,"threshold_uncertainty_score":0.53322005},"labels":[],"label_agreement":null},{"id":"W3201847813","doi":"10.2196/31748","title":"Impact of a Mobile App on Paramedics’ Perceived and Physiologic Stress Response During Simulated Prehospital Pediatric Cardiopulmonary Resuscitation: Study Nested Within a Multicenter Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Emergency medicine; Randomized controlled trial; Emergency medical services; Cardiopulmonary resuscitation; Anxiety; Medical emergency; Resuscitation; Internal medicine; Psychiatry","score_opus":0.018399859929710896,"score_gpt":0.3628565191406674,"score_spread":0.34445665921095653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201847813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859473,0.0014445164,0.0000014313086,0.00014988788,0.0006361048,0.011701507,0.000036409492,0.000063900436,0.000018948316],"genre_scores_gemma":[0.99776816,0.0009054341,0.000037381455,0.00005537104,0.0004894825,0.0006004917,0.0000717881,0.000026850852,0.000045029443],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9950636,0.0023388187,0.0011652249,0.0005508509,0.0004872464,0.0003942809],"domain_scores_gemma":[0.99644804,0.0018480656,0.0005977213,0.00031806467,0.00031427105,0.00047384208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017957656,0.00030873617,0.0021526383,0.00027627373,0.00022734271,0.00002617112,0.000043563894,0.00017273656,0.000009015615],"category_scores_gemma":[0.0013272723,0.00020513416,0.000413136,0.00036956987,0.00014700252,0.00007898363,0.000039693205,0.00039145717,0.0000013215217],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93124264,0.0015360736,0.054881856,0.0009029995,0.00031420967,0.00011887468,0.009824273,0.0007503246,0.00028447,0.0000013418198,0.0000114992035,0.00013141918],"study_design_scores_gemma":[0.48090369,0.0027398062,0.51213706,0.00010100205,0.0004645036,0.000005405569,0.0022672843,0.0012789366,0.0000023031416,0.0000053798312,3.351596e-7,0.00009432334],"about_ca_topic_score_codex":0.00012922363,"about_ca_topic_score_gemma":0.0000063697908,"teacher_disagreement_score":0.45725518,"about_ca_system_score_codex":0.00013251169,"about_ca_system_score_gemma":0.00085340126,"threshold_uncertainty_score":0.8365128},"labels":[],"label_agreement":null},{"id":"W3202201262","doi":"10.2196/29815","title":"App Designs and Interactive Features to Increase mHealth Adoption: User Expectation Survey and Experiment","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Computer science; Human–computer interaction; Internet privacy; Multimedia; World Wide Web; Psychology; Psychological intervention","score_opus":0.10771228757019036,"score_gpt":0.4811675139068932,"score_spread":0.37345522633670286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202201262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690901,0.008529769,0.0016699157,0.012416881,0.00064340374,0.006099201,0.00025274066,0.00023410509,0.0010638878],"genre_scores_gemma":[0.9485628,0.012205924,0.005688515,0.022704136,0.0006174938,0.008003854,0.00043020025,0.000088024135,0.0016990552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99317557,0.0022610065,0.00134845,0.0012525691,0.00041580878,0.0015465735],"domain_scores_gemma":[0.99303144,0.0016464299,0.0005729738,0.00061106414,0.00053766876,0.003600439],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022189668,0.00046336677,0.0008223081,0.00033001375,0.0025225764,0.000055475928,0.00013339848,0.0004023441,0.00015039292],"category_scores_gemma":[0.0004931606,0.00045217312,0.000040266405,0.0006843044,0.00012852007,0.00027524898,0.0002400847,0.0011617324,0.000060296647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006348619,0.0015269964,0.4700746,0.021856222,0.00010093939,0.00005335201,0.057304095,0.0000074971736,0.00065027736,0.037276197,0.15089528,0.25390595],"study_design_scores_gemma":[0.002368959,0.00054809544,0.9284765,0.00035047822,0.000038016933,0.000054412583,0.0077475267,0.000054151194,0.000030394121,0.00027355622,0.059673656,0.00038423383],"about_ca_topic_score_codex":0.004721948,"about_ca_topic_score_gemma":0.0049443333,"teacher_disagreement_score":0.45840195,"about_ca_system_score_codex":0.000517943,"about_ca_system_score_gemma":0.0030004827,"threshold_uncertainty_score":0.999793},"labels":[],"label_agreement":null},{"id":"W3202756775","doi":"10.2196/26275","title":"Use of Mobile Apps for Visual Acuity Assessment: Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; mHealth; Cochrane Library; MEDLINE; Test (biology); Visual acuity; Visual impairment; Mobile apps; Optometry; Psychological intervention; Computer science; Ophthalmology; Nursing; World Wide Web; Psychiatry; Pathology","score_opus":0.37035677306078857,"score_gpt":0.5793638669899641,"score_spread":0.20900709392917555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202756775","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006841644,0.98830634,0.000029284207,0.00027981514,0.000037990394,0.010855865,0.00038492717,0.000021906653,0.000015476882],"genre_scores_gemma":[0.00018632156,0.9925338,0.00044582493,0.0011545604,0.000030024425,0.004535352,0.00044469934,0.000035724228,0.0006336865],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9956208,0.00091014017,0.0020409185,0.0006768196,0.00027471423,0.00047659696],"domain_scores_gemma":[0.9960988,0.0011453779,0.001567835,0.000507258,0.00024231753,0.00043838995],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001935736,0.0005440108,0.016559739,0.0003203391,0.00023256062,0.000020044903,0.000075519936,0.0003150789,0.00007760442],"category_scores_gemma":[0.00022608621,0.00033742384,0.001741676,0.0007124982,0.00013075271,0.00007555106,0.00010620725,0.00042531625,0.0000014887831],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008095047,0.00039548328,0.000049932005,0.9386015,0.05802079,0.000005698778,0.00004101976,1.5559994e-8,3.5453531e-9,0.00010871781,0.0004379412,0.0023308021],"study_design_scores_gemma":[0.00022522632,0.0017388889,0.00010966382,0.04764577,0.9303812,0.00013712591,0.00005084589,0.0000061631663,1.5454415e-8,0.0000048386555,0.019492947,0.00020732234],"about_ca_topic_score_codex":0.000035039902,"about_ca_topic_score_gemma":0.000004728216,"teacher_disagreement_score":0.89095575,"about_ca_system_score_codex":0.000096204254,"about_ca_system_score_gemma":0.0007718796,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W3203352194","doi":"10.2196/19696","title":"Smart Data Collection for the Assessment of Treatment Effects in Irritable Bowel Syndrome: Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Maastricht Universitair Medisch Centrum; Universiteit Maastricht","keywords":"Irritable bowel syndrome; Medicine; Psychosocial; Internal medicine; Anxiety; Demographics; Physical therapy; Observational study; Quality of life (healthcare); Psychiatry; Demography","score_opus":0.23140596736443728,"score_gpt":0.44504033015410255,"score_spread":0.21363436278966527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203352194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767099,0.00031034328,0.0010030101,0.017592382,0.000065529755,0.0041711954,0.00004100926,0.00001827003,0.0000883341],"genre_scores_gemma":[0.99592876,0.00008661098,0.002370694,0.0011478439,0.000029414727,0.00028251868,0.00008752797,0.000008387763,0.00005823027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989346,0.0000853343,0.00032068117,0.00028298673,0.00015262564,0.00022375565],"domain_scores_gemma":[0.9989889,0.00043410767,0.00010234017,0.00022946195,0.000047370544,0.00019777384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044448173,0.000103142615,0.0002971414,0.000043664986,0.00014293187,0.000007819448,0.00007286446,0.000027973296,0.000009973103],"category_scores_gemma":[0.0001644141,0.00007193759,0.00002369016,0.0002340563,0.000030954063,0.00006239833,0.00003326637,0.00011529731,4.2323524e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057005335,0.0012055639,0.99131054,0.002125166,0.000026659458,0.0000050557755,0.0006243061,0.000021657259,0.0000063536336,0.0001194193,0.0020060274,0.0019791855],"study_design_scores_gemma":[0.004279128,0.010033428,0.9514657,0.00006153341,0.00009922916,0.000016078333,0.0008838574,0.032622393,5.473794e-7,0.000048750266,0.00045327187,0.00003602921],"about_ca_topic_score_codex":0.0012104838,"about_ca_topic_score_gemma":0.00056232355,"teacher_disagreement_score":0.0398448,"about_ca_system_score_codex":0.00014710792,"about_ca_system_score_gemma":0.00088109507,"threshold_uncertainty_score":0.29335296},"labels":[],"label_agreement":null},{"id":"W3203427134","doi":"10.2196/27208","title":"Walking and Daily Affect Among Sedentary Older Adults Measured Using the StepMATE App: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Pedometer; Mood; Randomized controlled trial; Affect (linguistics); mHealth; Psychology; Physical therapy; Actigraphy; Physical activity; Activity tracker; Smartphone app; Psychological intervention; Gerontology; Medicine; Physical medicine and rehabilitation; Clinical psychology; Computer science","score_opus":0.05426786745162325,"score_gpt":0.36740771339119505,"score_spread":0.3131398459395718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203427134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98347604,0.003451984,0.00013845402,0.003931693,0.0004572847,0.008178191,0.000010804547,0.00009048889,0.00026503563],"genre_scores_gemma":[0.9933114,0.0016055931,0.00016782389,0.0034641444,0.00086560275,0.0003765724,0.000023883282,0.000036153288,0.0001488498],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9955406,0.001715148,0.0008595598,0.0005782656,0.00054890494,0.0007575275],"domain_scores_gemma":[0.9966367,0.0015855631,0.00047485039,0.00035139688,0.00014826088,0.0008032678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029856714,0.00032949133,0.002454446,0.00010207541,0.0007207231,0.00007046255,0.00006883259,0.00013420405,0.00002787448],"category_scores_gemma":[0.00039491378,0.00020412548,0.0002348974,0.00025807664,0.0002678006,0.00017328326,0.00006764332,0.0007326271,0.0000022450354],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98706335,0.001043484,0.0008070283,0.0027606632,0.00016458801,0.000035462992,0.0026772197,0.000001032272,0.00011819223,0.00018230495,0.0001488329,0.0049978164],"study_design_scores_gemma":[0.97200745,0.0012303968,0.020623354,0.0007978453,0.0006867523,0.00008570684,0.0007493305,0.0032476792,0.000038318114,0.00030857426,0.000027076378,0.00019753874],"about_ca_topic_score_codex":0.00093306735,"about_ca_topic_score_gemma":0.00023476202,"teacher_disagreement_score":0.019816326,"about_ca_system_score_codex":0.00013954371,"about_ca_system_score_gemma":0.0009777109,"threshold_uncertainty_score":0.83239955},"labels":[],"label_agreement":null},{"id":"W3203623334","doi":"10.2196/33413","title":"Persuasive Design Solutions for a Sustainable Workforce: Review of Persuasive Apps for Real-Time Capability Support for Rural Health Care Professionals","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"nib Foundation","keywords":"Workforce; Credibility; mHealth; Persuasion; Psychology; Health care; Persuasive technology; Applied psychology; Knowledge management; Computer science; Nursing; Psychological intervention; Medicine; Social psychology","score_opus":0.15833023041632746,"score_gpt":0.5325611953488752,"score_spread":0.3742309649325478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203623334","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000034543086,0.8448393,0.0037161456,0.0055059106,0.0005979007,0.13796614,0.006906051,0.00018641127,0.00027868175],"genre_scores_gemma":[0.000004292455,0.72375816,0.0073622237,0.005472404,0.0006717385,0.24834006,0.010808608,0.0002618605,0.0033206467],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98118263,0.0029682065,0.0070109763,0.002150935,0.0007201224,0.0059671146],"domain_scores_gemma":[0.9723487,0.010585632,0.006799495,0.0018085435,0.0052860416,0.003171584],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.012433036,0.0014359532,0.008331772,0.00063456834,0.0074185343,0.000029155666,0.0007445109,0.0016623267,0.00020053235],"category_scores_gemma":[0.002929699,0.0012743539,0.0015849229,0.0012864171,0.0003314637,0.00024676175,0.00032651928,0.0017169119,0.000023718487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00026494413,0.0002483646,0.000001935595,0.60103214,0.00006277591,5.9082214e-7,0.0017729746,4.302253e-7,4.1034212e-8,0.014755868,0.18484455,0.19701539],"study_design_scores_gemma":[0.002546333,0.0019916424,0.0000076035035,0.11610981,0.001209057,0.000014815217,0.015383312,0.000037614984,7.112348e-8,0.00038306566,0.8616146,0.00070209097],"about_ca_topic_score_codex":0.0005276015,"about_ca_topic_score_gemma":0.000087835266,"teacher_disagreement_score":0.67677003,"about_ca_system_score_codex":0.0042870995,"about_ca_system_score_gemma":0.08775765,"threshold_uncertainty_score":0.999839},"labels":[],"label_agreement":null},{"id":"W3203686857","doi":"10.2196/32548","title":"The Effect of a WeChat-Based Tertiary A-Level Hospital Intervention on Medication Adherence and Risk Factor Control in Patients With Stable Coronary Artery Disease: Multicenter Prospective Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Coronary artery disease; Psychological intervention; Rehabilitation; Disease; Intervention (counseling); Risk factor; Physical therapy; Prospective cohort study; Internal medicine; Cardiology; Nursing","score_opus":0.011878095995077548,"score_gpt":0.32857813709751715,"score_spread":0.3167000411024396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203686857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919921,0.0009252747,0.000046388872,0.0007255751,0.00020758745,0.005772574,0.00030223775,0.000019436391,0.0000088037505],"genre_scores_gemma":[0.9985417,0.0003380393,0.00002441819,0.00047430742,0.000039071165,0.00047151122,0.00007747901,0.000019122139,0.0000143105235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748296,0.00064345147,0.0005479337,0.00043631694,0.00044030626,0.0004490629],"domain_scores_gemma":[0.9981579,0.00041148916,0.0003306279,0.00028381147,0.00011598193,0.0007001852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007431119,0.00020416407,0.0004685629,0.0000931016,0.00022317415,0.000013153655,0.000038859627,0.000061410945,0.00000810397],"category_scores_gemma":[0.00012936653,0.00012920587,0.000049184848,0.00014874322,0.000093032075,0.00007968673,0.000021374904,0.00038105698,0.0000014205722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013527356,0.0016107383,0.94311166,0.0022429754,0.000028437331,0.000014822578,0.0005320089,4.425104e-7,9.796825e-7,0.0000025381614,0.00002810896,0.038899954],"study_design_scores_gemma":[0.025443405,0.015715914,0.95724046,0.0006724766,0.0001277356,0.0000020421812,0.00043766887,0.00023464614,0.000014565668,0.000004091298,0.000015325839,0.000091695634],"about_ca_topic_score_codex":0.00035976412,"about_ca_topic_score_gemma":0.00035607177,"teacher_disagreement_score":0.03880826,"about_ca_system_score_codex":0.0002935334,"about_ca_system_score_gemma":0.0005696886,"threshold_uncertainty_score":0.5268862},"labels":[],"label_agreement":null},{"id":"W3203850490","doi":"10.2196/27995","title":"Content, Behavior Change Techniques, and Quality of Pregnancy Apps in Spain: Systematic Search on App Stores","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Pregnancy; Population; Behavior change methods; Medicine; Multimedia; Computer science; World Wide Web; Physical therapy; Nursing; Physical activity; Psychological intervention","score_opus":0.35411386203391576,"score_gpt":0.5229096851832287,"score_spread":0.1687958231493129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203850490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9266534,0.032091383,0.00004995637,0.008907315,0.00035990903,0.029894432,0.0002734303,0.00024441615,0.0015257903],"genre_scores_gemma":[0.9043548,0.027385106,0.00070463517,0.006324251,0.0002108692,0.060330972,0.00010327621,0.000060898496,0.00052517717],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99256265,0.0025045238,0.0023389151,0.0007847333,0.0005071583,0.0013019962],"domain_scores_gemma":[0.99571025,0.0010858284,0.0008797285,0.00079803966,0.00036154245,0.0011646094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036237342,0.000321008,0.0012732897,0.00036750874,0.0007378856,0.000009818998,0.00016946938,0.0003939802,0.000046439927],"category_scores_gemma":[0.0002630368,0.00028906422,0.00005997223,0.0006085655,0.00015051069,0.00012015232,0.00013466628,0.0012482929,0.000019521296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003512491,0.0013171404,0.40136215,0.4439758,0.000012416456,0.00003021446,0.004834674,1.0579127e-7,0.00007422866,0.0652653,0.00061901554,0.0821577],"study_design_scores_gemma":[0.0057613174,0.0012200448,0.924909,0.043414805,0.00008655851,0.000038094593,0.011710957,0.00007024962,0.000077800905,0.00030343657,0.011775217,0.000632504],"about_ca_topic_score_codex":0.00458186,"about_ca_topic_score_gemma":0.002612585,"teacher_disagreement_score":0.5235469,"about_ca_system_score_codex":0.00037338614,"about_ca_system_score_gemma":0.001664585,"threshold_uncertainty_score":0.99995613},"labels":[],"label_agreement":null},{"id":"W3204267868","doi":"10.2196/26712","title":"The Functionality of Mobile Apps for Anxiety: Systematic Search and Analysis of Engagement and Tailoring Features","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Trinity College Dublin; European Regional Development Fund; Science Foundation Ireland","keywords":"Anxiety; Personalization; Cognitive behavioral therapy; Modalities; mHealth; Cognition; Computer science; Psychological intervention; Psychology; World Wide Web; Psychiatry","score_opus":0.10675808483065338,"score_gpt":0.45572405746436834,"score_spread":0.348965972633715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204267868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766429,0.019732684,0.00017671262,0.0008916158,0.00026396735,0.0014640962,0.00026429576,0.000012983851,0.00055076514],"genre_scores_gemma":[0.99785453,0.00059830456,0.00018029168,0.00014865882,0.000021670054,0.00054315425,0.0000389193,0.000009020188,0.000605457],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99814755,0.00037642545,0.0006980031,0.00028655917,0.00018493678,0.00030650455],"domain_scores_gemma":[0.998474,0.0006745949,0.00024091134,0.00026633844,0.00013770381,0.00020642701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019123304,0.000102324026,0.00045972894,0.00012677666,0.00031296618,0.00002635642,0.00005802974,0.000057094327,0.000017277682],"category_scores_gemma":[0.00005641196,0.000077467244,0.000086336295,0.00037275595,0.00012237311,0.00004869478,0.00006721219,0.0001413385,5.670417e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015601601,0.0021785856,0.11344378,0.39546534,0.0033278693,0.000004560888,0.015533911,0.000035816876,0.00006287102,0.28954235,0.0023397405,0.17650501],"study_design_scores_gemma":[0.0019250163,0.0019887504,0.96704084,0.0018014322,0.0014498787,0.000041254887,0.020638337,0.00056694914,0.00012387295,0.002064414,0.0021332568,0.00022598864],"about_ca_topic_score_codex":0.00022402825,"about_ca_topic_score_gemma":0.00020993354,"teacher_disagreement_score":0.85359704,"about_ca_system_score_codex":0.000048834987,"about_ca_system_score_gemma":0.00009763282,"threshold_uncertainty_score":0.31590226},"labels":[],"label_agreement":null},{"id":"W3204546967","doi":"10.2196/22218","title":"Predicting Participant Compliance With Fitness Tracker Wearing and Ecological Momentary Assessment Protocols in Information Workers: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Microsoft (Canada)","funders":"Intelligence Advanced Research Projects Activity; NIH Office of the Director; Office of the Director of National Intelligence","keywords":"Observational study; Activity tracker; Wearable computer; Compliance (psychology); Wearable technology; Odds; Psychology; Applied psychology; Medicine; Logistic regression; Physical therapy; Computer science; Physical activity; Social psychology","score_opus":0.3976384666106442,"score_gpt":0.4958007690788851,"score_spread":0.09816230246824087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204546967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98660433,0.00003052946,0.000051657153,0.0053588953,0.000021543943,0.0077527114,0.00000934359,0.000034432636,0.00013653886],"genre_scores_gemma":[0.9933512,0.000031215586,0.0010193185,0.0016367515,0.000073407726,0.003824064,0.000043794513,0.0000068988397,0.0000133189305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833524,0.00014938375,0.0004886884,0.00027516743,0.0003180096,0.00043348645],"domain_scores_gemma":[0.9990792,0.00015262731,0.00016893429,0.00013484928,0.00008260697,0.00038173186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056610274,0.00013742285,0.0004498698,0.00005830474,0.00023503763,0.000041225827,0.000031044456,0.00006148545,0.000017672679],"category_scores_gemma":[0.00003347439,0.00010765398,0.000013541578,0.00026886415,0.00005556114,0.00043913597,0.000047625577,0.0004928429,0.0000015144317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004996206,0.0023116178,0.9875302,0.0020505607,0.000014866656,0.000023085484,0.0020898187,0.000023292403,0.0000105941235,0.00020523423,0.000028131564,0.0052130218],"study_design_scores_gemma":[0.0034173208,0.0021314512,0.9861706,0.0005376845,0.000029425482,0.000025082913,0.0038890631,0.003458072,0.000004114639,0.00010788544,0.00013661884,0.0000926955],"about_ca_topic_score_codex":0.00024300987,"about_ca_topic_score_gemma":0.0004196932,"teacher_disagreement_score":0.0067468826,"about_ca_system_score_codex":0.00018963001,"about_ca_system_score_gemma":0.0009456532,"threshold_uncertainty_score":0.43900016},"labels":[],"label_agreement":null},{"id":"W3204794849","doi":"10.2196/27095","title":"Applying an Extended UTAUT2 Model to Explain User Acceptance of Lifestyle and Therapy Mobile Health Apps: Survey Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychology; Behavior change; Applied psychology; Health care; Internet privacy; Behavior change methods; Medicine; Computer science; Psychological intervention; Social psychology; Psychiatry","score_opus":0.15739801854210522,"score_gpt":0.5044683317257708,"score_spread":0.34707031318366555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204794849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96235484,0.007947133,0.0015702732,0.0016290499,0.00035001364,0.025257686,0.00045540117,0.00022384698,0.00021175652],"genre_scores_gemma":[0.90776366,0.01472757,0.0042152028,0.01826672,0.00028207919,0.053903818,0.00027009862,0.00012204659,0.00044880473],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9896208,0.0034221497,0.0025594856,0.0015652204,0.0006665668,0.0021657695],"domain_scores_gemma":[0.9920888,0.00089104136,0.0010977325,0.0014227887,0.00064115244,0.003858465],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0063643996,0.0005556781,0.0015139442,0.00036642846,0.0025320696,0.000033735705,0.0003624691,0.00035638094,0.00014075784],"category_scores_gemma":[0.00019401152,0.00053716655,0.000063739826,0.0011858842,0.000119128475,0.0003137213,0.0002528506,0.0012389063,0.00002741198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017109115,0.0046232245,0.3060945,0.006841333,0.0000501513,0.000008530286,0.034278877,0.00021415832,0.00010951745,0.003892418,0.013569027,0.6286074],"study_design_scores_gemma":[0.007396474,0.004890138,0.8853131,0.00041693795,0.000036278874,0.000017851478,0.030780302,0.003312446,0.000015893787,0.0006949671,0.06628974,0.00083585427],"about_ca_topic_score_codex":0.0038462172,"about_ca_topic_score_gemma":0.008411298,"teacher_disagreement_score":0.6277715,"about_ca_system_score_codex":0.00032153525,"about_ca_system_score_gemma":0.0068809856,"threshold_uncertainty_score":0.999708},"labels":[],"label_agreement":null},{"id":"W3205215515","doi":"10.2196/32794","title":"Using Personalized Anchors to Establish Routine Meditation Practice With a Mobile App: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meditation; mHealth; Randomized controlled trial; Mindfulness; Physical therapy; Medicine; Psychology; Clinical psychology; Psychological intervention; Psychiatry","score_opus":0.06520580120005857,"score_gpt":0.44693804111885344,"score_spread":0.38173223991879485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205215515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8868544,0.0027395736,0.07779863,0.009726617,0.0031171932,0.010534037,0.000049654675,0.00014274883,0.00903714],"genre_scores_gemma":[0.9705394,0.000037096306,0.0029933127,0.0025282882,0.0007083437,0.01966528,0.000041315445,0.000036782552,0.0034502188],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99556714,0.0020400588,0.0009599588,0.00053248566,0.0003884176,0.00051192014],"domain_scores_gemma":[0.99673975,0.0013248422,0.0006305994,0.00030708863,0.00042604157,0.0005716691],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024133092,0.00022829269,0.0013187648,0.00019147336,0.00037259457,0.00009631076,0.00008828977,0.00012709787,0.00268779],"category_scores_gemma":[0.0006438555,0.00016635121,0.00020532796,0.00047568532,0.00009011695,0.00016205896,0.00003073917,0.00031503433,0.00002426137],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96070486,0.0008395133,0.000016973348,0.0001624063,0.00016154112,0.000033340908,0.004123159,0.000017647446,0.0000024427864,0.024223277,0.0062858514,0.0034289605],"study_design_scores_gemma":[0.9734498,0.0010048922,0.00010543339,0.00014644855,0.0004450176,0.00010966004,0.010118034,0.00051711674,0.0000037724612,0.00037515114,0.013519333,0.00020530121],"about_ca_topic_score_codex":0.0005133705,"about_ca_topic_score_gemma":0.00010526368,"teacher_disagreement_score":0.08368495,"about_ca_system_score_codex":0.000090117435,"about_ca_system_score_gemma":0.0006460162,"threshold_uncertainty_score":0.9982239},"labels":[],"label_agreement":null},{"id":"W3205281742","doi":"10.2196/34368","title":"Correction: A Mobile App (FallSA) to Identify Fall Risk Among Malaysian Community-Dwelling Older Persons: Development and Validation Study","year":2021,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Mobile apps; Psychology; Medicine; Computer science; World Wide Web","score_opus":0.05690242106116261,"score_gpt":0.4201485486472424,"score_spread":0.36324612758607977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205281742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9621976,0.0036703025,0.0003554827,0.00028422783,0.021851452,0.0076629715,0.0001230305,0.00029532035,0.003559593],"genre_scores_gemma":[0.839362,0.0110411355,0.0011220301,0.0024419876,0.004034521,0.0067157596,0.003839013,0.00031027864,0.13113324],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9898365,0.004996978,0.0018561376,0.0011537678,0.0007413752,0.0014152268],"domain_scores_gemma":[0.9954236,0.0005757986,0.0014913176,0.0009013673,0.0003758801,0.001232046],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004723954,0.0007456395,0.0013432831,0.00057516684,0.0059764255,0.00014871916,0.0003495805,0.001158649,0.00004363833],"category_scores_gemma":[0.00016779694,0.00076860125,0.00011534131,0.00068048807,0.00009652744,0.000278054,0.0004499557,0.0070392815,0.00009353855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019888124,0.00265709,0.27463278,0.014054882,0.00021177945,0.00002240384,0.13812725,0.000004014929,0.000003888345,0.000015448211,0.5411907,0.028880881],"study_design_scores_gemma":[0.0016911275,0.00057930674,0.8351937,0.0029600367,0.00024055746,0.000008348008,0.07087308,0.00018562695,2.0759374e-7,0.00003109162,0.087646276,0.0005906529],"about_ca_topic_score_codex":0.0072555207,"about_ca_topic_score_gemma":0.016903613,"teacher_disagreement_score":0.56056094,"about_ca_system_score_codex":0.0007882969,"about_ca_system_score_gemma":0.0023201325,"threshold_uncertainty_score":0.9994765},"labels":[],"label_agreement":null},{"id":"W3206054276","doi":"10.2196/26233","title":"A Mobile Health Salt Reduction Intervention for People With Hypertension: Results of a Feasibility Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sodium Intake and Health","field":"Nursing","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"British Heart Foundation; Wellcome Trust","keywords":"Medicine; Randomized controlled trial; Attendance; Physical therapy; Psychological intervention; Blood pressure; Intervention (counseling); Clinical trial; mHealth; Nursing; Internal medicine","score_opus":0.057971072164475564,"score_gpt":0.38922542984963115,"score_spread":0.3312543576851556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206054276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96027005,0.005055555,0.0005371461,0.008311419,0.0020285032,0.023455901,0.00010024348,0.00011778213,0.00012341545],"genre_scores_gemma":[0.9906828,0.0010587933,0.0020926087,0.0012368149,0.00057862554,0.0039043361,0.00023197463,0.00004228885,0.00017175674],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.993985,0.0016701629,0.002363024,0.0008030506,0.00042431807,0.00075444486],"domain_scores_gemma":[0.9956295,0.00094114017,0.0016867275,0.0005381961,0.0006359759,0.00056848436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005576389,0.00031188174,0.0030269497,0.00020025147,0.0005069179,0.00003853796,0.00008870392,0.0001909766,0.000016400569],"category_scores_gemma":[0.0007388998,0.00023377371,0.00044280646,0.0004285778,0.00015779739,0.00014919367,0.000026030924,0.0003513311,0.0000017562771],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.978084,0.0013047582,0.00006898028,0.0035276168,0.000050255712,0.0000011958205,0.0034609227,0.0000048369557,0.000031905955,0.000265648,0.0025494378,0.010650388],"study_design_scores_gemma":[0.9797844,0.014252101,0.00074191764,0.00041563966,0.00023836484,0.00009330409,0.0019469338,0.00072413427,0.00012187439,0.00077135436,0.0007152577,0.00019466896],"about_ca_topic_score_codex":0.0017148561,"about_ca_topic_score_gemma":0.0011018106,"teacher_disagreement_score":0.030412767,"about_ca_system_score_codex":0.00033902546,"about_ca_system_score_gemma":0.0013622345,"threshold_uncertainty_score":0.9533015},"labels":[],"label_agreement":null},{"id":"W3206234806","doi":"10.2196/29913","title":"Six-Month Outcomes from the NEXit Junior Trial of a Text Messaging Smoking Cessation Intervention for High School Students: Randomized Controlled Trial With Bayesian Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Text messaging; Smoking cessation; Intervention (counseling); Medicine; Psychology; Medical education; Family medicine; Computer science; Nursing; World Wide Web; Internal medicine","score_opus":0.037002243423254526,"score_gpt":0.39129949759082333,"score_spread":0.3542972541675688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206234806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98205733,0.00029415256,0.0055938717,0.0034133922,0.00047037064,0.008033622,0.000030395551,0.000041291176,0.00006555862],"genre_scores_gemma":[0.99634784,0.00015723876,0.00022273631,0.00057398627,0.0003292217,0.0017149962,0.00042543854,0.00002442344,0.00020412891],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962061,0.00090946903,0.0013696039,0.00042612248,0.00077148085,0.00031723554],"domain_scores_gemma":[0.99655086,0.0013900693,0.0011326016,0.00038558082,0.00031216565,0.00022870785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003375234,0.00023777851,0.0021448694,0.00024369838,0.00028310053,0.00009519245,0.00011068701,0.0001428254,0.000119667464],"category_scores_gemma":[0.0007345174,0.00013976634,0.0005580414,0.0005200227,0.00007870271,0.00013298582,0.000027923408,0.00027973717,1.563488e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8661037,0.0007116047,0.12820266,0.00020029742,0.001262365,0.000002307791,0.0006109496,0.0000055413,0.00000298194,0.0002654601,0.000039274757,0.0025928512],"study_design_scores_gemma":[0.75243104,0.00090188876,0.23630035,0.00017413363,0.008756691,9.4866016e-7,0.0009696864,0.00019058921,0.0000141861065,0.00015435042,0.000013524366,0.000092604714],"about_ca_topic_score_codex":0.0013302512,"about_ca_topic_score_gemma":0.00043159,"teacher_disagreement_score":0.11367266,"about_ca_system_score_codex":0.00016181702,"about_ca_system_score_gemma":0.00047089587,"threshold_uncertainty_score":0.56995064},"labels":[],"label_agreement":null},{"id":"W3206393516","doi":"10.2196/29181","title":"To Use or Not to Use a COVID-19 Contact Tracing App: Mixed Methods Survey in Wales","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council; Healthwise","keywords":"Contact tracing; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Computer science; Medicine; Psychology; Virology; Outbreak","score_opus":0.2591013749609391,"score_gpt":0.47960559446270945,"score_spread":0.22050421950177035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206393516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6864402,0.000118305856,0.30175197,0.009943374,0.00041611723,0.0009885071,0.00008863948,0.00023536016,0.000017483235],"genre_scores_gemma":[0.8663595,0.000066091845,0.076983064,0.056138724,0.000044028577,0.00009406045,0.00002018942,0.00003345469,0.00026089276],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9941703,0.0017957991,0.00097613054,0.0013352813,0.00047062367,0.0012518581],"domain_scores_gemma":[0.9884932,0.007338915,0.00019973304,0.0009903719,0.00020381705,0.0027739727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039773365,0.00038611735,0.0007978702,0.00057198724,0.0003452534,0.00088222866,0.0005734343,0.00015745209,0.000009776461],"category_scores_gemma":[0.00719532,0.00036501544,0.00007689572,0.0021850883,0.000023703014,0.0014384117,0.00047048763,0.00045914805,0.000022923232],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005867647,0.0015167136,0.36056626,0.01017308,0.000089826106,0.0021927697,0.056628685,0.0009987,0.002516963,0.02000619,0.009290632,0.5301525],"study_design_scores_gemma":[0.0012948513,0.0005707408,0.98332316,0.00024308446,0.00000918031,0.00006971719,0.00024819287,0.0020238527,0.00032393783,0.00010401405,0.011250648,0.0005386289],"about_ca_topic_score_codex":0.015354992,"about_ca_topic_score_gemma":0.055660456,"teacher_disagreement_score":0.6227569,"about_ca_system_score_codex":0.0009299582,"about_ca_system_score_gemma":0.0045162276,"threshold_uncertainty_score":0.9998802},"labels":[],"label_agreement":null},{"id":"W3206482996","doi":"10.2196/24483","title":"Co-design of a Smartphone App for People Living With Dementia by Applying Agile, Iterative Co-design Principles: Development and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Persona Design and Applications","field":"Computer Science","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Alzheimer's Society","keywords":"Usability; Agile software development; Dementia; Population; User-centered design; Cognition; Design science; Health care; Psychology; Computer science; Process management; Applied psychology; Knowledge management; Medicine; Human–computer interaction; Engineering","score_opus":0.0741736430098871,"score_gpt":0.3488887562356099,"score_spread":0.2747151132257228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206482996","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22517347,0.000621461,0.77111036,0.0002478218,0.000017113463,0.0027136046,0.000017112548,0.000058052,0.0000410292],"genre_scores_gemma":[0.8382242,0.000094324416,0.15947692,0.00030769318,0.000018879971,0.0017837948,0.000014724028,0.000013855121,0.00006565189],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9976116,0.00035830776,0.000529091,0.0007266919,0.00029932236,0.00047500295],"domain_scores_gemma":[0.9981191,0.0007198517,0.0002828305,0.0003686778,0.0001582525,0.00035124554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015825178,0.00022184165,0.00043394222,0.00007589565,0.0006571155,0.000117330084,0.00022100972,0.0000556346,0.0000045608376],"category_scores_gemma":[0.00003839111,0.00019583078,0.00002104969,0.00039333917,0.000071060385,0.00021014601,0.0000683104,0.00014139114,0.0000014576311],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010839779,0.014276087,0.3145876,0.013207644,0.0007953004,0.0000222261,0.40332374,0.00044929207,0.011245013,0.013824802,0.014047878,0.21313643],"study_design_scores_gemma":[0.012844016,0.008038446,0.829183,0.0010136799,0.00030945172,0.00013621018,0.027718475,0.09291979,0.0121696,0.0008444279,0.0122573245,0.0025655855],"about_ca_topic_score_codex":0.00004137949,"about_ca_topic_score_gemma":0.000051518058,"teacher_disagreement_score":0.6130507,"about_ca_system_score_codex":0.00009228444,"about_ca_system_score_gemma":0.0011856605,"threshold_uncertainty_score":0.79857475},"labels":[],"label_agreement":null},{"id":"W3206485831","doi":"10.2196/32301","title":"Complete and Resilient Documentation for Operational Medical Environments Leveraging Mobile Hands-free Technology in a Systems Approach: Experimental Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research and Materiel Command; Clemson University","keywords":"Documentation; Computer science; Lexicon; Task (project management); Process (computing); Noise (video); Multimedia; Speech recognition; Artificial intelligence; Engineering","score_opus":0.04132813722951836,"score_gpt":0.37647744865638305,"score_spread":0.3351493114268647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206485831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99225706,0.0035496484,0.00030268604,0.0014176521,0.00022052262,0.0021643694,0.000015305335,0.000017409095,0.000055361754],"genre_scores_gemma":[0.9974999,0.00034097763,0.00043034932,0.00031630608,0.00013369988,0.0010363313,0.00017771157,0.000011913781,0.000052855503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857837,0.00010485649,0.00036479498,0.00036373845,0.0003422813,0.00024595426],"domain_scores_gemma":[0.9994568,0.000057747224,0.00006956658,0.00015955865,0.000023497349,0.00023283341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044430987,0.00011015604,0.0002938513,0.00014733417,0.00019025676,0.000026846012,0.000035900495,0.00009323813,0.000008576054],"category_scores_gemma":[0.000040507042,0.00009868509,0.000021076045,0.00013392058,0.0000696329,0.000068610534,0.000060660663,0.00015477694,9.2324416e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029099009,0.008607131,0.91641855,0.0055000824,0.00019263393,0.00018900367,0.03771934,0.0002438855,0.003180203,0.006344319,0.002944493,0.015750445],"study_design_scores_gemma":[0.06665641,0.0047068754,0.79993945,0.00052183424,0.00016604038,0.0003458995,0.09883062,0.0206065,0.00030261988,0.00038143803,0.0070239003,0.00051838474],"about_ca_topic_score_codex":0.00008328333,"about_ca_topic_score_gemma":0.000021055997,"teacher_disagreement_score":0.116479084,"about_ca_system_score_codex":0.00017590083,"about_ca_system_score_gemma":0.00024685432,"threshold_uncertainty_score":0.40242612},"labels":[],"label_agreement":null},{"id":"W3207115672","doi":"10.2196/28384","title":"Identification and Evaluation of Methodologies to Assess the Quality of Mobile Health Apps in High-, Low-, and Middle-Income Countries: Rapid Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Quality (philosophy); Scopus; Health care; App store; Medicine; MEDLINE; Data science; Computer science; World Wide Web; Psychological intervention; Nursing; Political science","score_opus":0.527125813629593,"score_gpt":0.6304512369631663,"score_spread":0.10332542333357331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207115672","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003518947,0.95761764,0.00013201045,0.0038143753,0.00043078559,0.03375142,0.00064463686,0.000044920314,0.000045257224],"genre_scores_gemma":[0.00094849785,0.95032936,0.0010438837,0.0032993401,0.00015699162,0.043798417,0.000319499,0.00006349089,0.000040502386],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96906,0.019363169,0.0077815093,0.0013231006,0.0011564369,0.0013157642],"domain_scores_gemma":[0.9820708,0.007804003,0.0064471117,0.0014631923,0.0011429666,0.0010718937],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.053147208,0.00063088606,0.00532311,0.0005762467,0.0009690369,0.000019255336,0.00041162412,0.00065927947,0.00007527892],"category_scores_gemma":[0.002368839,0.0004727187,0.00016167681,0.0015816648,0.00032648924,0.00014062034,0.00031562964,0.0015511321,0.000009466575],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002585156,0.000052272426,0.0002107406,0.49472,0.000017141812,1.3498972e-7,0.0006716121,5.810834e-7,8.2646665e-8,0.0035662702,0.00048103748,0.5002543],"study_design_scores_gemma":[0.0018529278,0.0007231872,0.020898229,0.28980586,0.0009062514,0.000016409396,0.002782464,0.000023834695,4.9815765e-7,0.0008890478,0.6814753,0.0006260427],"about_ca_topic_score_codex":0.0020538964,"about_ca_topic_score_gemma":0.0010101434,"teacher_disagreement_score":0.6809942,"about_ca_system_score_codex":0.0008368322,"about_ca_system_score_gemma":0.01252454,"threshold_uncertainty_score":0.9997724},"labels":[],"label_agreement":null},{"id":"W3207216867","doi":"10.2196/28124","title":"Smartphone-Assisted High-Intensity Interval Training in Inflammatory Rheumatic Disease Patients: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"High-intensity interval training; Medicine; Randomized controlled trial; Physical therapy; Interval training; Internal medicine","score_opus":0.032079410546141225,"score_gpt":0.33415308389379417,"score_spread":0.30207367334765295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207216867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98516124,0.0049534594,0.000023271983,0.0040167696,0.00067791156,0.0048800334,0.000015487361,0.00007451701,0.00019728366],"genre_scores_gemma":[0.98719585,0.009998279,0.00014540197,0.0013450009,0.00013279667,0.00087354507,0.00012975388,0.000030705018,0.00014864106],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9957443,0.0010911552,0.0014054333,0.00045194456,0.00055206445,0.0007551032],"domain_scores_gemma":[0.99711686,0.00069391745,0.00032624058,0.00032147183,0.00031575302,0.0012257824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019283138,0.00027653805,0.002601236,0.00028055912,0.00020742668,0.00006982917,0.00007060524,0.00010888625,0.00014059567],"category_scores_gemma":[0.002283673,0.00021284854,0.00029074887,0.00023548034,0.00023785674,0.00014128294,0.00005628329,0.00052592484,0.0000145749],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96564937,0.00067618804,0.008203579,0.0009169574,0.0001214527,0.00013874182,0.0025320698,3.951549e-7,0.0000048401625,0.0007480817,0.00027660627,0.020731693],"study_design_scores_gemma":[0.89083964,0.0005244005,0.10558292,0.0008835603,0.000036567577,0.000023310937,0.0006696444,0.00041650364,0.0000021546462,0.00066845457,0.00019700543,0.00015584167],"about_ca_topic_score_codex":0.00017153176,"about_ca_topic_score_gemma":0.0002064115,"teacher_disagreement_score":0.09737934,"about_ca_system_score_codex":0.00016918164,"about_ca_system_score_gemma":0.0021440668,"threshold_uncertainty_score":0.8679712},"labels":[],"label_agreement":null},{"id":"W3207230336","doi":"10.2196/29933","title":"Automatic Mobile Health Arrhythmia Monitoring for the Detection of Atrial Fibrillation: Prospective Feasibility, Accuracy, and User Experience Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Cardiac arrhythmia; Medicine; Electrocardiography; Asymptomatic; mHealth; Gold standard (test); Cardiology; Internal medicine","score_opus":0.1215372364590451,"score_gpt":0.4565201672901588,"score_spread":0.33498293083111375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207230336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98503137,0.0057109627,0.00047958817,0.0017897149,0.0004621015,0.0064559183,0.0000068381087,0.00005449949,0.000009027814],"genre_scores_gemma":[0.99606484,0.0012851382,0.0005656,0.00006699123,0.001817015,0.00008885287,0.0000046510418,0.000014923351,0.00009201312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998374,0.0001340776,0.00058987556,0.00035755264,0.00027080797,0.00027367545],"domain_scores_gemma":[0.99838877,0.0006233785,0.0003489864,0.0002819284,0.0001612019,0.0001957639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069653033,0.00014251142,0.00045317315,0.000069984315,0.00046427365,0.00003561479,0.000033182318,0.000051858584,0.000010692749],"category_scores_gemma":[0.00029325954,0.00010503563,0.00008920115,0.00029470157,0.000059973325,0.00013418231,0.00005886565,0.00010935166,6.0796174e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005326103,0.000014670028,0.82266057,0.0014336924,0.00004450143,0.0000011584051,0.0053551993,0.000022583936,0.000036686077,0.000088685476,0.000012748662,0.16979693],"study_design_scores_gemma":[0.0031684896,0.0018966292,0.9817937,0.00007468985,0.000110226225,0.000020177427,0.008948702,0.0015220267,0.00011359456,0.0000814104,0.0021813929,0.0000889412],"about_ca_topic_score_codex":0.000120302604,"about_ca_topic_score_gemma":0.00005975923,"teacher_disagreement_score":0.16970798,"about_ca_system_score_codex":0.00014740287,"about_ca_system_score_gemma":0.00036751328,"threshold_uncertainty_score":0.42832288},"labels":[],"label_agreement":null},{"id":"W3207287008","doi":"10.2196/28285","title":"Remote Monitoring Systems for Patients With Chronic Diseases in Primary Health Care: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"UNIDEMI; Fundação para a Ciência e a Tecnologia; Ministério da Ciência, Tecnologia e Ensino Superior","keywords":"Medicine; Psychological intervention; Systematic review; Telemedicine; mHealth; Digital health; Health care; MEDLINE; Telehealth; Wearable computer; Disease; eHealth; Medical emergency; Nursing; Computer science; Pathology","score_opus":0.07318912095510818,"score_gpt":0.4775006364702368,"score_spread":0.40431151551512856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207287008","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008330874,0.90499806,0.00006600538,0.00069450616,0.00139121,0.09116966,0.0013726486,0.00021110926,0.00008843924],"genre_scores_gemma":[0.0000101236155,0.90284896,0.00032325834,0.0031615384,0.0011492614,0.08789717,0.0041194293,0.00028417376,0.00020608734],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98318225,0.004028077,0.0066521787,0.0019284233,0.0009026228,0.0033064557],"domain_scores_gemma":[0.9864699,0.0026157864,0.005429536,0.0018904762,0.00075505173,0.0028392097],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0027174328,0.0012948073,0.010320167,0.00065794785,0.0021514155,0.00004532273,0.00057905115,0.00085212704,0.000012237406],"category_scores_gemma":[0.0004220229,0.0009946291,0.0004023758,0.0014952773,0.00009959574,0.00018106184,0.00019385041,0.0023955689,0.000045549186],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000032828415,0.00014405431,0.00034806257,0.8376086,0.000040633204,0.0000025474749,0.00019236589,2.387809e-7,1.9134898e-10,0.00023647302,0.0054131085,0.15598108],"study_design_scores_gemma":[0.0012309998,0.00043292978,0.00038829003,0.5339047,0.000887775,0.0000058719943,0.00011025148,0.0000026815746,1.9422594e-10,0.0000027973017,0.46263668,0.00039706417],"about_ca_topic_score_codex":0.0008447195,"about_ca_topic_score_gemma":0.00022342066,"teacher_disagreement_score":0.45722356,"about_ca_system_score_codex":0.009551916,"about_ca_system_score_gemma":0.03579748,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W3207419215","doi":"10.2196/28146","title":"How Identification With the Social Environment and With the Government Guide the Use of the Official COVID-19 Contact Tracing App: Three Quantitative Survey Studies","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Government (linguistics); Identification (biology); Internet privacy; Tracing; Coronavirus disease 2019 (COVID-19); Public relations; Social distance; Psychology; Political science; Computer science; Medicine","score_opus":0.17799998955924984,"score_gpt":0.3813739027278018,"score_spread":0.20337391316855197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207419215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7265781,0.0017967108,0.10129015,0.1686278,0.00010696263,0.0014573802,0.000089795605,0.000033605105,0.000019500103],"genre_scores_gemma":[0.9936729,0.00025041596,0.00025828267,0.0055605513,0.00004478083,0.000077402256,0.0000030608646,0.000012467012,0.00012014137],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9972011,0.0008079562,0.0003394954,0.0004698432,0.00081921514,0.00036238172],"domain_scores_gemma":[0.9958505,0.0027508386,0.00056784955,0.000586868,0.000112457965,0.00013146101],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001843712,0.00021435296,0.00029645886,0.000018798795,0.0017092363,0.00043849627,0.00044317276,0.000040803363,5.1517856e-7],"category_scores_gemma":[0.00031357724,0.00008923808,0.000044041866,0.0003394034,0.0004036307,0.00041605806,0.000279201,0.00029445416,3.9008546e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003946052,0.0012533104,0.1855999,0.0067071435,0.001634974,0.0000793247,0.3957941,0.004396685,0.00092742406,0.27943805,0.020897815,0.099325255],"study_design_scores_gemma":[0.0009980099,0.000492929,0.9716545,0.00009204397,0.000101081474,0.000026135434,0.014569239,0.0023957836,0.000105224746,0.0002066335,0.0091213295,0.00023712018],"about_ca_topic_score_codex":0.0008995237,"about_ca_topic_score_gemma":0.019014291,"teacher_disagreement_score":0.78605455,"about_ca_system_score_codex":0.00038255335,"about_ca_system_score_gemma":0.0009297244,"threshold_uncertainty_score":0.9995904},"labels":[],"label_agreement":null},{"id":"W3207435209","doi":"10.2196/25618","title":"Mobile Text Messaging for Tobacco Risk Communication Among Young Adult Community College Students: Randomized Trial of Project Debunk","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Text messaging; Randomized controlled trial; Risk communication; Tobacco use; Medicine; Psychology; Young adult; Gerontology; Internet privacy; Environmental health; Computer science; Population","score_opus":0.0513621918202978,"score_gpt":0.41858999918154377,"score_spread":0.36722780736124594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207435209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920215,0.00062964787,0.00015365495,0.00024692414,0.0001771933,0.0060409717,0.00010665729,0.000058819758,0.0005646042],"genre_scores_gemma":[0.9927622,0.0038971575,0.00054210844,0.00032014475,0.00007131615,0.001822896,0.00035615807,0.000025739131,0.00020228149],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99658877,0.001628262,0.0008392667,0.0002263854,0.000402234,0.00031511352],"domain_scores_gemma":[0.99722636,0.0008226553,0.0006273498,0.0006411379,0.00046542048,0.0002171068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036058086,0.00017145724,0.0008684109,0.00014175822,0.00067012274,0.000028021816,0.00015020417,0.00015828827,0.000011732056],"category_scores_gemma":[0.00071961957,0.00014921254,0.00015034701,0.00031862248,0.0001708627,0.00010967728,0.000075896125,0.00056812546,2.437441e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.35632074,0.0024252748,0.615843,0.002412819,0.000121643454,0.0000025832064,0.012888983,0.0000017010957,0.000017415292,0.0007182119,0.0016777416,0.0075699016],"study_design_scores_gemma":[0.7116741,0.0012359829,0.27265123,0.00042262778,0.00077326316,0.00001717772,0.01237338,0.00014412998,0.00010866076,0.00023973302,0.00020177723,0.00015795353],"about_ca_topic_score_codex":0.0051161973,"about_ca_topic_score_gemma":0.00071742694,"teacher_disagreement_score":0.35535336,"about_ca_system_score_codex":0.00018999167,"about_ca_system_score_gemma":0.00074291456,"threshold_uncertainty_score":0.7734194},"labels":[],"label_agreement":null},{"id":"W3207544251","doi":"10.2196/29190","title":"Willingness to Share Data From Wearable Health and Activity Trackers: Analysis of the 2019 Health Information National Trends Survey Data","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Activity tracker; Health Information National Trends Survey; Wearable technology; Digital health; Health care; Psychological intervention; Psychology; Internet privacy; Medicine; Computer science; Nursing; Health information","score_opus":0.24807448619761324,"score_gpt":0.5131509452918922,"score_spread":0.26507645909427896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207544251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5868805,0.019026196,0.0039541447,0.18048267,0.0018405591,0.008956767,0.19760732,0.00028266548,0.0009691942],"genre_scores_gemma":[0.83122873,0.021246327,0.00266505,0.07441217,0.00050263916,0.0009969743,0.068320386,0.00007324526,0.00055447104],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9910373,0.002843805,0.002318788,0.0013143765,0.0010248432,0.0014608983],"domain_scores_gemma":[0.98992974,0.0016524178,0.0020345228,0.003197503,0.0007356301,0.002450172],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007492244,0.0003835666,0.0013770608,0.0005339197,0.0026492581,0.00005455847,0.0011378131,0.000304267,0.00022732031],"category_scores_gemma":[0.0011451453,0.00032722473,0.00006642794,0.0040489156,0.00012489657,0.0010200602,0.0013438404,0.0011710764,0.00003683842],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090676744,0.0006139975,0.31448954,0.0062226714,0.00032724484,5.6113583e-7,0.008708459,0.00007126046,0.0000043152377,0.0011334846,0.37453327,0.29298842],"study_design_scores_gemma":[0.0011151409,0.00014751957,0.8804565,0.00032393233,0.000107826636,0.0000019999666,0.0011091754,0.007381964,6.3746813e-7,0.00008956386,0.109050944,0.00021479638],"about_ca_topic_score_codex":0.041203126,"about_ca_topic_score_gemma":0.060317155,"teacher_disagreement_score":0.56596696,"about_ca_system_score_codex":0.00057500735,"about_ca_system_score_gemma":0.017323328,"threshold_uncertainty_score":0.999918},"labels":[],"label_agreement":null},{"id":"W3208426593","doi":"10.2196/26185","title":"The Effects of the ManageHF4Life Mobile App on Patients With Chronic Heart Failure: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Randomized controlled trial; Heart failure; Medicine; mHealth; Mobile apps; Computer science; Internal medicine; Psychological intervention; World Wide Web; Nursing","score_opus":0.007851224449187998,"score_gpt":0.2946419990962041,"score_spread":0.2867907746470161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208426593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523841,0.0025285846,0.000010452709,0.021624314,0.00060226495,0.02236684,0.0000027398441,0.000045514214,0.00043515812],"genre_scores_gemma":[0.99171114,0.0009149443,0.000109792134,0.002292742,0.00023230624,0.0027788787,0.000017239954,0.000023869417,0.0019190973],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975183,0.00066117686,0.000559185,0.000303098,0.00050997507,0.000448246],"domain_scores_gemma":[0.99764484,0.0012116265,0.00027285004,0.00050518324,0.000107263375,0.0002582075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008173318,0.00022153133,0.0012247043,0.00005489,0.00037877203,0.000024784731,0.000069616486,0.00007226891,0.000017955774],"category_scores_gemma":[0.00023640011,0.000092112125,0.00024004144,0.00022429592,0.00016897873,0.000030074514,0.00004467548,0.00024539407,0.000008000267],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96871865,0.0011214451,0.0017972811,0.0022774157,0.0004025212,0.000008668578,0.00025288496,0.0000024349015,0.0000058632236,0.0017317246,0.018422887,0.0052582338],"study_design_scores_gemma":[0.94570506,0.0035302562,0.0071822596,0.00029170318,0.00056128635,0.000002367242,0.000053822936,0.00002910955,0.00004132876,0.000037201175,0.042481463,0.000084137486],"about_ca_topic_score_codex":0.00004384058,"about_ca_topic_score_gemma":0.00010384243,"teacher_disagreement_score":0.039327,"about_ca_system_score_codex":0.00013140435,"about_ca_system_score_gemma":0.00063259853,"threshold_uncertainty_score":0.37562233},"labels":[],"label_agreement":null},{"id":"W3209023096","doi":"10.2196/31353","title":"A Personalized Approach Bias Modification Smartphone App (“SWiPE”) to Reduce Alcohol Use: Open-Label Feasibility, Acceptability, and Preliminary Effectiveness Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Alcohol Use Disorders Identification Test; mHealth; Medicine; Craving; Alcohol; Intervention (counseling); Alcohol use disorder; Alcohol consumption; Physical therapy; Psychology; Clinical psychology; Psychological intervention; Poison control; Psychiatry; Injury prevention; Environmental health; Addiction","score_opus":0.3149323330685142,"score_gpt":0.4736835143795094,"score_spread":0.1587511813109952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209023096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874473,0.002418826,0.00007477694,0.0016253844,0.00013285886,0.007942424,0.000016764086,0.0001135606,0.00022808473],"genre_scores_gemma":[0.99390507,0.00052264717,0.0026147147,0.0010262352,0.0000893542,0.0010923349,0.00013314624,0.00004569308,0.0005707994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99638915,0.0007887307,0.0005739215,0.0012243614,0.00042600368,0.00059784786],"domain_scores_gemma":[0.9973841,0.00051349675,0.00016969396,0.0007986672,0.00024756146,0.0008864968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015169268,0.00037083318,0.0009824187,0.0001542659,0.00041837475,0.00014534536,0.00015076115,0.00014417284,0.00003656693],"category_scores_gemma":[0.00030982294,0.00030932087,0.000053127627,0.0006899659,0.00012142777,0.00034523758,0.00024866458,0.000306912,0.000009650073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008179666,0.0071004145,0.94759053,0.0017905565,0.000104003724,0.000042033178,0.01057068,9.796827e-7,0.00023269393,0.00015512473,0.00034195025,0.023891352],"study_design_scores_gemma":[0.019788308,0.002318187,0.9710796,0.00011896722,0.00028902938,0.00010696174,0.005624072,0.00012843091,0.00013298124,0.000077700526,0.00009433462,0.00024145636],"about_ca_topic_score_codex":0.0003792086,"about_ca_topic_score_gemma":0.00016598773,"teacher_disagreement_score":0.023649896,"about_ca_system_score_codex":0.00038695455,"about_ca_system_score_gemma":0.0007325638,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W3209288188","doi":"10.2196/28102","title":"The Application of Human-Centered Design Approaches in Health Research and Innovation: A Narrative Review of Current Practices","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":357,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Radboud Universitair Medisch Centrum; Radboud Universiteit","keywords":"CINAHL; PsycINFO; Participatory design; User-centered design; Context (archaeology); Computer science; Knowledge management; Research design; Health care; Management science; MEDLINE; Medicine; Psychological intervention; Sociology; Engineering; Nursing; Social science; Human–computer interaction","score_opus":0.963688333660892,"score_gpt":0.7975905777322816,"score_spread":0.16609775592861042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209288188","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009078334,0.9750678,0.00022954521,0.011891851,0.00015549002,0.012318125,0.00009511812,0.00001519026,0.0001361162],"genre_scores_gemma":[0.00019471587,0.9931436,0.00048236933,0.0015600682,0.0001650227,0.004218901,0.00013465804,0.000034283144,0.000066389286],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.97171247,0.018794054,0.006206401,0.0008782478,0.0010712518,0.0013375549],"domain_scores_gemma":[0.97543174,0.010670598,0.0113486955,0.00082009315,0.0012570135,0.00047187536],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.04647373,0.00035794455,0.0024744784,0.0010386688,0.0019991435,0.000020963429,0.00045788352,0.0002576748,0.000016694801],"category_scores_gemma":[0.0046008667,0.00025540727,0.00006289753,0.0055827727,0.0005486501,0.00019710437,0.0002886175,0.0023771387,0.0000043872424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013736658,0.00008445941,0.00010220606,0.50046873,0.00000843753,1.6963058e-7,0.0064902557,1.7403178e-8,6.54307e-8,0.018185068,0.0047120443,0.4699348],"study_design_scores_gemma":[0.00044633867,0.00041601373,0.00024208432,0.1268355,0.000028490529,0.0000049182167,0.005180509,0.000009739907,9.653961e-8,0.00036965596,0.866329,0.0001376664],"about_ca_topic_score_codex":0.00059951807,"about_ca_topic_score_gemma":0.0004260968,"teacher_disagreement_score":0.86161697,"about_ca_system_score_codex":0.0007642948,"about_ca_system_score_gemma":0.018773632,"threshold_uncertainty_score":0.9999898},"labels":[{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"opus","categories":["metaresearch","metaepi_broad"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W3209369207","doi":"10.2196/32093","title":"Mobile Apps Leveraged in the COVID-19 Pandemic in East and South-East Asia: Review and Content Analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Timeline; Pandemic; East Asia; Mainland China; Descriptive statistics; Public health; Content analysis; Coronavirus disease 2019 (COVID-19); Advertising; China; Geography; Business; Internet privacy; Medicine; Computer science; Nursing; Sociology; Disease","score_opus":0.2848845167901434,"score_gpt":0.4375381594031497,"score_spread":0.1526536426130063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209369207","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033773112,0.99326193,0.0015089324,0.0015609972,0.000059959497,0.003070745,0.00007580171,0.000058304722,0.00006557475],"genre_scores_gemma":[0.009283324,0.9799287,0.00013914691,0.009757476,0.00004859682,0.00072281423,0.00006262001,0.00002296159,0.000034410055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994086,0.0017310819,0.0015564243,0.0013759136,0.0004317421,0.0008187889],"domain_scores_gemma":[0.99658227,0.00090431864,0.00070924655,0.0009392896,0.000058986192,0.0008058789],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0040312256,0.00059232203,0.0031516955,0.00073753716,0.0002600862,0.00033406893,0.0006965538,0.0002628307,0.000005700305],"category_scores_gemma":[0.00036084914,0.0004307694,0.0002531798,0.0028674481,0.00009780908,0.00033550602,0.00040724233,0.0011972358,0.000003175848],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006773153,0.000095042735,0.0045194873,0.16429658,0.00008839527,0.00011243288,0.0051749214,0.00000211539,1.2456625e-8,0.0007577175,0.00016211337,0.8247844],"study_design_scores_gemma":[0.0016835815,0.00041855872,0.0059574586,0.030635148,0.0022869364,0.0008411959,0.0018185669,0.0004144549,3.308e-9,0.000114840775,0.95458573,0.0012435424],"about_ca_topic_score_codex":0.00058635493,"about_ca_topic_score_gemma":0.0017578616,"teacher_disagreement_score":0.9544236,"about_ca_system_score_codex":0.00057341036,"about_ca_system_score_gemma":0.0025495638,"threshold_uncertainty_score":0.9998144},"labels":[],"label_agreement":null},{"id":"W3209434934","doi":"10.2196/27533","title":"Selecting and Evaluating Mobile Health Apps for the Healthy Life Trajectories Initiative: Development of the eHealth Resource Checklist","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Women's College Hospital; Hospital for Sick Children; Public Health Ontario; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation","funders":"Canadian Institutes of Health Research","keywords":"eHealth; Checklist; Usability; Resource (disambiguation); Population; mHealth; Computer science; Quality (philosophy); Mobile device; Medicine; Health care; Internet privacy; World Wide Web; Nursing; Psychology","score_opus":0.15011431198991265,"score_gpt":0.49730217402308025,"score_spread":0.3471878620331676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209434934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.810884,0.0685729,0.0030904226,0.07794634,0.0017771298,0.0360168,0.00044482175,0.00032699676,0.0009405682],"genre_scores_gemma":[0.8788084,0.010154634,0.010054453,0.058965873,0.001064366,0.040099304,0.00017174083,0.00015909495,0.00052218436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900181,0.0024620919,0.0033253965,0.0010849715,0.00076693384,0.002342448],"domain_scores_gemma":[0.9885749,0.0052060033,0.0025753798,0.0009798442,0.0007986515,0.0018651785],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009117114,0.0005089074,0.00118694,0.00016162512,0.012164769,0.000034480832,0.00040751736,0.0003609296,0.00004629552],"category_scores_gemma":[0.0014694707,0.00035659497,0.00012335177,0.0012486536,0.00036057705,0.0001335099,0.00032045288,0.001815061,0.0000058967275],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016131547,0.0007343843,0.05131807,0.061744068,0.00012835859,7.877977e-7,0.07552057,0.000052148258,0.0000655671,0.026242964,0.030886501,0.7516934],"study_design_scores_gemma":[0.0064079254,0.0018472448,0.23929653,0.0015258263,0.00013954987,0.000034595996,0.053352386,0.0017765135,0.000054560966,0.001067344,0.69384533,0.0006521793],"about_ca_topic_score_codex":0.00065666623,"about_ca_topic_score_gemma":0.0025043972,"teacher_disagreement_score":0.75104123,"about_ca_system_score_codex":0.0007483944,"about_ca_system_score_gemma":0.031357165,"threshold_uncertainty_score":0.9998886},"labels":[],"label_agreement":null},{"id":"W3210009245","doi":"10.2196/31058","title":"Russian-Language Mobile Apps for Reducing Alcohol Use: Systematic Search and Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"App store; mHealth; Mobile apps; Mobile device; Scale (ratio); Computer science; World Wide Web; Rating scale; Psychological intervention; Internet privacy; Psychology; Medicine; Nursing","score_opus":0.16886472782722578,"score_gpt":0.5313482098500055,"score_spread":0.36248348202277975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210009245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93241894,0.029309593,0.000738202,0.0050225733,0.0007233565,0.03050083,0.00026682907,0.00023255998,0.00078713696],"genre_scores_gemma":[0.92575514,0.0073809526,0.0032577142,0.005247238,0.00055251847,0.05589594,0.0004309056,0.00008787919,0.001391736],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9929911,0.0019018429,0.0017932953,0.0010147024,0.00060778455,0.0016912562],"domain_scores_gemma":[0.994195,0.0021185314,0.00054842693,0.00083118246,0.0005916328,0.0017152678],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005895748,0.00034728,0.0009421216,0.00025996196,0.0030527338,0.00005914327,0.000141495,0.00042175272,0.0001424228],"category_scores_gemma":[0.00064763654,0.00032039368,0.00007385271,0.0005552347,0.00009990181,0.0002603469,0.00011974195,0.00090990285,0.000053112497],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067231804,0.0006733204,0.013337736,0.76057136,0.00008726625,0.000013416488,0.03063961,0.00007915383,0.00039812928,0.049909536,0.012574841,0.1310433],"study_design_scores_gemma":[0.055594083,0.0045483774,0.41975582,0.06684149,0.0032087613,0.0006682413,0.15254168,0.14086944,0.0003307488,0.0077075944,0.14321744,0.004716318],"about_ca_topic_score_codex":0.00089496153,"about_ca_topic_score_gemma":0.00042265654,"teacher_disagreement_score":0.6937299,"about_ca_system_score_codex":0.00053610274,"about_ca_system_score_gemma":0.0048621017,"threshold_uncertainty_score":0.99992484},"labels":[],"label_agreement":null},{"id":"W3210057018","doi":"10.2196/27272","title":"Assessing Elderly User Preference for Telehealth Solutions in China: Exploratory Quantitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Telehealth; China; Urbanization; Population; Health care; Exploratory research; Psychology; Geography; Gerontology; Demography; Medicine; Socioeconomics; Telemedicine; Environmental health; Economic growth; Sociology; Economics","score_opus":0.18713137521119924,"score_gpt":0.4510691706597245,"score_spread":0.26393779544852525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210057018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98285097,0.0014964857,0.00094245555,0.01180321,0.0003218738,0.0018820406,0.000022052252,0.00020840966,0.0004724853],"genre_scores_gemma":[0.99462426,0.00082712044,0.0032990407,0.00048202052,0.00009181118,0.00051477755,0.000011460341,0.000021873691,0.00012760954],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.996581,0.0008738616,0.0005396408,0.0006288805,0.0003113231,0.001065268],"domain_scores_gemma":[0.998461,0.00040377385,0.00023227379,0.00029183907,0.00020989534,0.00040118743],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021071234,0.00018235687,0.00040797732,0.00023793391,0.0015913682,0.00011498804,0.00020018229,0.00020873321,0.000011648249],"category_scores_gemma":[0.0005574146,0.00019222361,0.00003661991,0.00084811216,0.0002444265,0.00065478036,0.000072320094,0.0004980465,0.0000055257688],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002463032,0.0040572146,0.32815778,0.0017593099,0.000049188166,0.00005982274,0.35875058,0.000012947307,0.000047370937,0.16690502,0.004367674,0.13558678],"study_design_scores_gemma":[0.0022162865,0.001041113,0.77634346,0.00016238906,0.000029991423,0.0000032764597,0.20686755,0.00009571735,0.000007684524,0.0055831294,0.0073428606,0.00030651697],"about_ca_topic_score_codex":0.0027714607,"about_ca_topic_score_gemma":0.08654554,"teacher_disagreement_score":0.44818568,"about_ca_system_score_codex":0.0003527777,"about_ca_system_score_gemma":0.0038070965,"threshold_uncertainty_score":0.9997084},"labels":[],"label_agreement":null},{"id":"W3211472253","doi":"10.2196/27087","title":"Gait and Axial Spondyloarthritis: Comparative Gait Analysis Study Using Foot-Worn Inertial Sensors","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Université Grenoble Alpes","keywords":"Gait; Physical medicine and rehabilitation; Cadence; Foot (prosody); Medicine; Preferred walking speed; Gait analysis; STRIDE; Physical therapy; Inertial measurement unit; Computer science; Artificial intelligence","score_opus":0.0775205214682829,"score_gpt":0.39717902280210865,"score_spread":0.3196585013338258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211472253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988425,0.009025978,0.000010424713,0.0006340357,0.00017109048,0.0009778771,0.00009086381,0.00005596752,0.0006087218],"genre_scores_gemma":[0.996657,0.001243591,0.0005294129,0.0009660544,0.00029739316,0.000055257042,0.00008754904,0.000024786119,0.00013893878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736637,0.00024434528,0.0005986557,0.0007346127,0.00037944724,0.0006765917],"domain_scores_gemma":[0.9984886,0.0000967842,0.00018249518,0.00032143094,0.00019191149,0.0007187584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024614282,0.0003322534,0.0011962886,0.00023204021,0.0007038403,0.00005676101,0.000036724552,0.00010861172,0.000088905894],"category_scores_gemma":[0.00002383358,0.0003031984,0.00012521734,0.000811354,0.00017590221,0.00009321729,0.00009755242,0.00030689014,0.00000728435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049234205,0.0047418955,0.94322723,0.0011596506,0.0035467513,0.0033534933,0.023074187,0.000034624063,0.00023365962,0.0011107036,0.0005699137,0.014024487],"study_design_scores_gemma":[0.014325519,0.003058106,0.96148336,0.00017208126,0.0032370237,0.0005267914,0.014008562,0.00072230777,0.000060134815,0.000052132906,0.0019458048,0.00040818285],"about_ca_topic_score_codex":0.0017861454,"about_ca_topic_score_gemma":0.004038685,"teacher_disagreement_score":0.018256139,"about_ca_system_score_codex":0.00014015016,"about_ca_system_score_gemma":0.00030361573,"threshold_uncertainty_score":0.999942},"labels":[],"label_agreement":null},{"id":"W3212081257","doi":"10.2196/32847","title":"Mechanisms of Smartphone Apps for Cigarette Smoking Cessation: Results of a Serial Mediation Model From the iCanQuit Randomized Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mediation; Smoking cessation; Randomized controlled trial; Acceptance and commitment therapy; Psychological intervention; Intervention (counseling); Medicine; Smartphone app; mHealth; Smartphone application; Physical therapy; Behavior change; Clinical psychology; Psychiatry; Multimedia; Internal medicine; Internet privacy","score_opus":0.06920965315635189,"score_gpt":0.367304646328229,"score_spread":0.29809499317187715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212081257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796353,0.00021691526,0.011572641,0.0053763487,0.00070137985,0.002068717,0.00032714216,0.000024761463,0.000076778044],"genre_scores_gemma":[0.9965117,0.000307714,0.0008881551,0.00070153974,0.00040175396,0.00026727523,0.00086188235,0.000017182423,0.000042823314],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9977842,0.00024617315,0.00096975185,0.0002931011,0.000482053,0.00022474614],"domain_scores_gemma":[0.9977479,0.0007906065,0.00071805937,0.00029486985,0.00030586967,0.00014271312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021077392,0.00013141996,0.000720165,0.000062586114,0.00014016262,0.000012456594,0.00006165537,0.000174951,0.000019810608],"category_scores_gemma":[0.00058136345,0.00009552375,0.00013081309,0.0001976518,0.0000813444,0.00006225097,0.000021343772,0.00017539194,6.32533e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97065926,0.00035905087,0.0005605512,0.00085815083,0.00011681803,0.0000015556988,0.0064050085,0.000075644384,0.0012383929,0.0053532394,0.0012934029,0.013078907],"study_design_scores_gemma":[0.9628109,0.00063044945,0.013199075,0.0002474351,0.00095724926,0.0000042223755,0.00082917546,0.0055599855,0.004887265,0.010685031,0.00005707655,0.00013218663],"about_ca_topic_score_codex":0.0002792299,"about_ca_topic_score_gemma":0.000053498465,"teacher_disagreement_score":0.016876359,"about_ca_system_score_codex":0.000068898546,"about_ca_system_score_gemma":0.00093069184,"threshold_uncertainty_score":0.38953453},"labels":[],"label_agreement":null},{"id":"W3212180848","doi":"10.2196/29098","title":"Perceptions of Factors Influencing Engagement With Health and Well-being Apps in the United Kingdom: Qualitative Interview Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Public Health England; University College London; Cancer Research UK","keywords":"Qualitative research; Psychology; Medical education; Applied psychology; Medicine; Gerontology; Sociology","score_opus":0.2084117020264267,"score_gpt":0.5263200460291486,"score_spread":0.31790834400272194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212180848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800024,0.0013676273,0.00027795086,0.01072317,0.00011340084,0.0068691536,0.000029684956,0.00006576323,0.0005508678],"genre_scores_gemma":[0.97873175,0.0032401923,0.0005290799,0.013657819,0.000088879664,0.0035105476,0.00014220497,0.00004077078,0.000058766636],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98692274,0.008561071,0.0019928939,0.000735792,0.00051490375,0.0012725703],"domain_scores_gemma":[0.9947456,0.0022351851,0.000976501,0.0006755236,0.00032740852,0.0010397816],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007327695,0.00036537056,0.0009135107,0.0005027334,0.0022464136,0.00002202745,0.00022900307,0.000161679,0.000083013976],"category_scores_gemma":[0.00022143837,0.0002568972,0.000044770233,0.0016767621,0.00018458263,0.00014690429,0.00015438082,0.0017641626,0.000009781599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015067894,0.0008096372,0.28597656,0.010215631,0.000026556876,0.000005899662,0.6788358,0.0000043124046,0.0000029177963,0.016647382,0.0006399796,0.006684608],"study_design_scores_gemma":[0.0020392584,0.0010322741,0.35489005,0.00086817774,0.000037655267,0.0000075984326,0.63023317,0.000042469666,4.958958e-7,0.0003164252,0.010363493,0.00016894504],"about_ca_topic_score_codex":0.008442499,"about_ca_topic_score_gemma":0.0063443454,"teacher_disagreement_score":0.06891348,"about_ca_system_score_codex":0.00038100986,"about_ca_system_score_gemma":0.0034408362,"threshold_uncertainty_score":0.9999883},"labels":[],"label_agreement":null},{"id":"W3212370319","doi":"10.2196/29621","title":"Impact of Smartphone App–Based Psychological Interventions for Reducing Depressive Symptoms in People With Depression: Systematic Literature Review and Meta-analysis of Randomized Controlled Trials","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Randomized controlled trial; Psychological intervention; Meta-analysis; Medicine; MEDLINE; Depression (economics); Systematic review; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.2000442905169263,"score_gpt":0.5509590936644582,"score_spread":0.3509148031475319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212370319","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026040283,0.9681644,0.00037235903,0.00016933001,0.00015840189,0.028692419,0.0020939643,0.000023795366,0.00006494549],"genre_scores_gemma":[0.0070201643,0.96262443,0.0003247397,0.00015562202,0.00002702935,0.028697958,0.0008741063,0.000055699995,0.00022024094],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9761723,0.011979874,0.009792723,0.0010723065,0.00036564624,0.00061709946],"domain_scores_gemma":[0.9767097,0.010907748,0.01054834,0.00094137166,0.0004124239,0.00048038317],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01309035,0.00080874894,0.053992745,0.001590162,0.00010375258,0.00006207731,0.000272857,0.00049826864,0.00029047063],"category_scores_gemma":[0.0024740002,0.00040720197,0.015131998,0.0022040564,0.00017423158,0.00009959895,0.00006179075,0.00058596354,8.8900765e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008463655,0.0013811406,0.00001985285,0.8729538,0.10851132,0.000008025424,0.00019006753,0.0000025496665,7.4225e-9,0.00025372583,0.00020402503,0.008011857],"study_design_scores_gemma":[0.049089193,0.0010765857,0.00014311327,0.30565056,0.6436278,0.00007084644,0.000023290962,0.000017470416,2.472855e-8,0.000019334577,0.00003415057,0.00024761033],"about_ca_topic_score_codex":0.00014967161,"about_ca_topic_score_gemma":0.00010858544,"teacher_disagreement_score":0.56730324,"about_ca_system_score_codex":0.00016736325,"about_ca_system_score_gemma":0.00044814893,"threshold_uncertainty_score":0.999838},"labels":[],"label_agreement":null},{"id":"W3212456458","doi":"10.2196/31037","title":"Implementing Automated Text Messaging for Patient Self-management in the Veterans Health Administration: Qualitative Study Applying the Nonadoption, Abandonment, Scale-up, Spread, and Sustainability Framework","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Quality Enhancement Research Initiative; Office of Research and Development; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Abandonment (legal); Scale (ratio); mHealth; Sustainability; Qualitative research; Short Message Service; Medicine; Text messaging; Administration (probate law); Nursing; Computer science; Geography; Telecommunications; World Wide Web; Political science; Psychological intervention; Sociology","score_opus":0.06578196762349008,"score_gpt":0.5099678622702385,"score_spread":0.4441858946467484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212456458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.931069,0.0024065324,0.0021288435,0.03618888,0.00045766993,0.027156822,0.000067681176,0.00024982245,0.0002747068],"genre_scores_gemma":[0.9752507,0.0008059512,0.0012033993,0.006908055,0.0001948722,0.015462476,0.00006653779,0.000044826276,0.00006316536],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9855764,0.008275026,0.0022799356,0.0009415404,0.00063921005,0.0022878891],"domain_scores_gemma":[0.9937519,0.0036989122,0.0010463907,0.0007174494,0.00033849195,0.00044685238],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.016127303,0.0003873835,0.00074079086,0.00015498544,0.00491424,0.00009048911,0.00023793631,0.00017089151,0.000014440106],"category_scores_gemma":[0.00021458304,0.00027436088,0.00006491769,0.0007895721,0.00008506518,0.00017371446,0.00018982693,0.0012708049,0.0000027365932],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040564896,0.00089935807,0.05496596,0.017461795,0.00008965083,0.0000115325765,0.8789893,0.0000053563435,4.3275494e-7,0.010386241,0.0020171793,0.034767546],"study_design_scores_gemma":[0.0034660446,0.0013885472,0.09103836,0.0004973267,0.000070058464,0.000017980337,0.87156165,0.001186309,4.83032e-7,0.0017434316,0.028752306,0.00027750796],"about_ca_topic_score_codex":0.0020571677,"about_ca_topic_score_gemma":0.0076028747,"teacher_disagreement_score":0.04418168,"about_ca_system_score_codex":0.0015048872,"about_ca_system_score_gemma":0.0037121011,"threshold_uncertainty_score":0.99997085},"labels":[],"label_agreement":null},{"id":"W3212468430","doi":"10.2196/27779","title":"Text Message Analysis Using Machine Learning to Assess Predictors of Engagement With Mobile Health Chronic Disease Prevention Programs: Content Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; University of Sydney","keywords":"mHealth; Computer science; Short Message Service; Categorization; Health communication; Artificial intelligence; Medicine; Psychology; Nursing; Communication; Psychological intervention","score_opus":0.16411019457189707,"score_gpt":0.4840828959757934,"score_spread":0.31997270140389633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212468430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545661,0.010228119,0.018896015,0.0021070049,0.00022841517,0.013226131,0.00034422803,0.00025267625,0.00015129353],"genre_scores_gemma":[0.97076344,0.0056712828,0.0048113866,0.0019585395,0.00026779348,0.014063184,0.0016194114,0.0000759618,0.0007690096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9900767,0.003166749,0.00255873,0.001323343,0.00090786617,0.0019666117],"domain_scores_gemma":[0.99203056,0.00044186914,0.0019618946,0.0010538184,0.0007449902,0.0037668562],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037798611,0.0005070903,0.0018327626,0.0012262473,0.002479405,0.000033601296,0.00025094158,0.00021874247,0.0003255195],"category_scores_gemma":[0.0001400959,0.0004476808,0.0003286018,0.00627058,0.0001207621,0.00017773232,0.00021444986,0.0013252515,0.000012963451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059734716,0.0011120817,0.94298863,0.012595646,0.0013198341,0.000009568492,0.0034084038,0.0048923874,0.000031066287,0.00093279453,0.00016599018,0.03194624],"study_design_scores_gemma":[0.0051086177,0.0051134997,0.86006343,0.001530137,0.0096328035,0.0000059065756,0.011696131,0.0330156,0.000017288385,0.000060170594,0.07280964,0.0009467989],"about_ca_topic_score_codex":0.0032054188,"about_ca_topic_score_gemma":0.008866897,"teacher_disagreement_score":0.08292523,"about_ca_system_score_codex":0.0014768273,"about_ca_system_score_gemma":0.009509055,"threshold_uncertainty_score":0.9997975},"labels":[],"label_agreement":null},{"id":"W3212526843","doi":"10.2196/31618","title":"Identifying Data Quality Dimensions for Person-Generated Wearable Device Data: Multi-Method Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institutes of Health","keywords":"Data quality; Wearable computer; Computer science; Wearable technology; Focus group; Quality (philosophy); Data science; Data collection; Facilitator; Psychology; Engineering; Metric (unit)","score_opus":0.5775762664505723,"score_gpt":0.6179330072792392,"score_spread":0.040356740828666915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212526843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65074664,0.047016993,0.14255194,0.05909943,0.00889269,0.068949565,0.019419173,0.0018844431,0.0014391049],"genre_scores_gemma":[0.48675072,0.020037077,0.37082985,0.053697087,0.004226747,0.030983992,0.022610366,0.00050013245,0.010364053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98802894,0.0038517492,0.0024430011,0.0026973092,0.00059314974,0.0023858324],"domain_scores_gemma":[0.9876306,0.0029758746,0.001167468,0.004944537,0.0009125997,0.0023689282],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012080231,0.000502732,0.0012459591,0.00022567449,0.0063134413,0.00007025829,0.0011565767,0.00045692048,0.00015959666],"category_scores_gemma":[0.0016303912,0.00048926857,0.00006244422,0.0010946582,0.00008378262,0.0006170663,0.001199846,0.0016456314,0.00013427579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002150659,0.01086616,0.22241093,0.066897936,0.00043032502,0.000060622322,0.026165305,0.000033251134,0.0008966498,0.012678457,0.38498014,0.27242956],"study_design_scores_gemma":[0.016973639,0.0006290903,0.33000568,0.00081781764,0.0006233272,0.000036858648,0.06560809,0.030386379,0.000013192651,0.0004160617,0.55324197,0.0012478913],"about_ca_topic_score_codex":0.0055205463,"about_ca_topic_score_gemma":0.015308886,"teacher_disagreement_score":0.27118167,"about_ca_system_score_codex":0.00035209776,"about_ca_system_score_gemma":0.008583385,"threshold_uncertainty_score":0.9997559},"labels":[],"label_agreement":null},{"id":"W3213107645","doi":"10.2196/31472","title":"Correction: Strategies for the Successful Implementation of a Novel iPhone Loaner System (iShare) in mHealth Interventions: Prospective Study","year":2021,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Computer science; Medicine; Psychology; Nursing","score_opus":0.11259082200298043,"score_gpt":0.5070927394353487,"score_spread":0.3945019174323683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213107645","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10171942,0.16291186,0.022530787,0.028976234,0.25142828,0.39396557,0.01575522,0.0018838933,0.020828709],"genre_scores_gemma":[0.70877045,0.02504894,0.000718243,0.0028709485,0.007013607,0.22925703,0.004111083,0.00041552598,0.021794159],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9887886,0.0014796084,0.0051149344,0.0016142271,0.00085716683,0.0021454366],"domain_scores_gemma":[0.9900657,0.002161843,0.0041529126,0.0012843288,0.0014193594,0.00091588474],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005092453,0.0008137555,0.0021672947,0.0007932051,0.0029491612,0.00007666881,0.00060040405,0.0009976171,0.00021743483],"category_scores_gemma":[0.00022820376,0.00067368883,0.00032020526,0.0016509574,0.0001858097,0.00031679496,0.00025365676,0.0039286427,0.000014437366],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084617076,0.0027368574,0.026807709,0.14466779,0.00017292432,0.0000057801894,0.015963018,0.00002135827,0.0000010591822,0.0086468365,0.7778013,0.022329247],"study_design_scores_gemma":[0.013161049,0.0033616393,0.33017346,0.010384723,0.0007711163,0.00003262274,0.4607519,0.0016028992,7.4010546e-7,0.00022027749,0.17872177,0.0008177978],"about_ca_topic_score_codex":0.023763388,"about_ca_topic_score_gemma":0.10059717,"teacher_disagreement_score":0.607051,"about_ca_system_score_codex":0.00239275,"about_ca_system_score_gemma":0.021983784,"threshold_uncertainty_score":0.99957144},"labels":[],"label_agreement":null},{"id":"W3213460695","doi":"10.2196/28857","title":"Understanding the Predictors of Missing Location Data to Inform Smartphone Study Design: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Manchester Biomedical Research Centre; Versus Arthritis; Centre for Epidemiology Versus Arthritis, University of Manchester; Medical Research Council; National Institute for Health and Care Research","keywords":"Observational study; Activity tracker; mHealth; Missing data; Mobile phone; Logistic regression; Geolocation; Android (operating system); Medicine; Data collection; Computer science; Psychological intervention; Statistics; Physical therapy; Mathematics; Physical activity","score_opus":0.5154515002366681,"score_gpt":0.4591363209669944,"score_spread":0.056315179269673665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213460695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981211,0.0004518412,0.008852057,0.0060212645,0.00022938784,0.0029234057,0.00016377411,0.00005627596,0.00009099613],"genre_scores_gemma":[0.9969487,0.00003798326,0.00094589597,0.001399454,0.00013850472,0.000049131435,0.0004151611,0.000016240514,0.00004890646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785274,0.00028275847,0.0005896552,0.00039799375,0.00058319984,0.00029364353],"domain_scores_gemma":[0.9978968,0.00029989745,0.0002090242,0.0009498284,0.0002327582,0.00041172665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017676217,0.00013712971,0.00035932433,0.000091267386,0.0003369387,0.000031575433,0.00018659998,0.000034564877,0.000023571349],"category_scores_gemma":[0.00048351366,0.00010438008,0.000015700374,0.0008549292,0.000048249796,0.0001779227,0.00019550764,0.0001760082,0.0000043962136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000815178,0.0019076372,0.9734547,0.0010704559,0.00012208687,0.00003690577,0.008155223,0.00006764123,0.000022059305,0.00009702708,0.007698632,0.0065524327],"study_design_scores_gemma":[0.0017300616,0.0009029419,0.98252976,0.000099404984,0.00011875203,0.000014257432,0.012750494,0.0012270107,0.0000032303437,0.00004835648,0.0004964026,0.000079332676],"about_ca_topic_score_codex":0.000118456504,"about_ca_topic_score_gemma":0.00030758476,"teacher_disagreement_score":0.015737725,"about_ca_system_score_codex":0.00022237748,"about_ca_system_score_gemma":0.0019395718,"threshold_uncertainty_score":0.4256496},"labels":[],"label_agreement":null},{"id":"W3213490522","doi":"10.2196/24916","title":"Continuous Noninvasive Remote Automated Blood Pressure Monitoring With Novel Wearable Technology: A Preliminary Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Hamilton Health Sciences; University of Alberta; Population Health Research Institute; Université de Montréal; McGill University; McMaster University","funders":"Heart and Stroke Foundation of Canada","keywords":"Supine position; Continuous monitoring; Wearable computer; Medicine; Vital signs; Blood pressure; Laptop; Intensive care unit; Intensive care; Computer science; Biomedical engineering; Surgery; Intensive care medicine; Embedded system; Engineering; Radiology","score_opus":0.029592889228266767,"score_gpt":0.3500803656426894,"score_spread":0.32048747641442266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213490522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910077,0.0046437364,0.00013831194,0.0017827963,0.00023448732,0.001294514,0.000012519029,0.00071493,0.00017100731],"genre_scores_gemma":[0.9935276,0.0008420872,0.0043471134,0.000097020486,0.00026957158,0.00007233915,0.000014371473,0.00004792779,0.0007820056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804425,0.00008980786,0.00039173756,0.00057527074,0.00033704314,0.0005618964],"domain_scores_gemma":[0.99858046,0.00006937321,0.0001992374,0.00048845407,0.00028786904,0.00037458207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034373289,0.00024361565,0.0005401379,0.00019312199,0.0003235887,0.00003588649,0.00007341311,0.00020690943,0.000006131678],"category_scores_gemma":[0.000056976158,0.00020654438,0.000030364357,0.00057298364,0.000059083784,0.00008068788,0.000042669166,0.00052079634,0.0000034337177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003654316,0.0077812225,0.85885054,0.0068431636,0.0014359079,0.0019118211,0.008739413,0.00015335657,0.009324562,0.00008730375,0.00017801522,0.101040356],"study_design_scores_gemma":[0.032623038,0.024184002,0.87563825,0.0055885147,0.0036003515,0.0052345535,0.0138787525,0.01140789,0.025127288,0.000099223456,0.0015948269,0.001023338],"about_ca_topic_score_codex":0.0002308212,"about_ca_topic_score_gemma":0.0000074138034,"teacher_disagreement_score":0.10001702,"about_ca_system_score_codex":0.000055508168,"about_ca_system_score_gemma":0.00085321564,"threshold_uncertainty_score":0.8422636},"labels":[],"label_agreement":null},{"id":"W3214374724","doi":"10.2196/29207","title":"Identification of the Most Suitable App to Support the Self-Management of Hypertension: Systematic Selection Approach and Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Underpinning; Identification (biology); Self-management; Qualitative research; Process (computing); Focus group; Selection (genetic algorithm); Computer science; Psychology; Internet privacy; Applied psychology; Medicine; Engineering; Marketing; Business","score_opus":0.09609836004403378,"score_gpt":0.45327506174174303,"score_spread":0.35717670169770926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214374724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696469,0.0012852369,0.0006048851,0.005755816,0.00040029475,0.021226222,0.00006594513,0.00008339846,0.0009313449],"genre_scores_gemma":[0.9866454,0.00090781954,0.0005659705,0.0019259253,0.00007058131,0.008949986,0.000019692747,0.000026490023,0.0008881223],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9935322,0.0026672606,0.0020406824,0.00055252993,0.000542483,0.0006648852],"domain_scores_gemma":[0.9961075,0.00076929457,0.0012128215,0.0007924165,0.00064736675,0.00047060533],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0054379096,0.0002122122,0.00070646167,0.000118848475,0.0017436168,0.000012691517,0.00022876808,0.00014480672,0.00001425067],"category_scores_gemma":[0.0001575816,0.0001342585,0.00004593932,0.0013567857,0.00008210806,0.00008065642,0.00020462259,0.0005254796,0.000011316172],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047246486,0.00400704,0.024621038,0.5771027,0.00030016774,0.0000028155387,0.2894009,0.000037475293,0.00025837845,0.08159732,0.015473587,0.006726092],"study_design_scores_gemma":[0.004122739,0.0011442156,0.3165881,0.0029060463,0.0009019863,0.00004986562,0.6678004,0.0012689772,0.00006804787,0.00092705904,0.0038210636,0.0004014608],"about_ca_topic_score_codex":0.00041096212,"about_ca_topic_score_gemma":0.00025459682,"teacher_disagreement_score":0.57419664,"about_ca_system_score_codex":0.00018071599,"about_ca_system_score_gemma":0.0014506745,"threshold_uncertainty_score":0.999556},"labels":[],"label_agreement":null},{"id":"W3214494105","doi":"10.2196/31607","title":"Evaluating Evidence-Based Content, Features of Exercise Instruction, and Expert Involvement in Physical Activity Apps for Pregnant Women: Systematic Search and Content Analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Brock University; University of Alberta; Regional Municipality of Niagara; Children’s Health Research Institute; Western University","funders":"","keywords":"Physical activity; mHealth; Medicine; Content analysis; Pregnancy; Multimedia; Physical therapy; Psychology; Medical education; Computer science; Psychological intervention; Nursing","score_opus":0.43340484105216887,"score_gpt":0.5176958499663352,"score_spread":0.08429100891416635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214494105","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18990391,0.80221,0.000048097514,0.00030384652,0.000028466342,0.0074417805,0.000053284075,0.000009069126,0.0000015614718],"genre_scores_gemma":[0.037916817,0.95667595,0.00042404048,0.00010450257,0.00003647977,0.0045998287,0.00012512445,0.00002310151,0.00009416152],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99649096,0.00068441883,0.000803897,0.00066869846,0.0007517216,0.0006002983],"domain_scores_gemma":[0.9973034,0.00093846396,0.00043933743,0.0003262722,0.00038469382,0.0006078101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022260305,0.00033438244,0.0030360334,0.0007418075,0.00013501376,0.00004903823,0.000076760116,0.000120884804,0.0000037058944],"category_scores_gemma":[0.00047718035,0.00023955549,0.0002094265,0.0006776938,0.00013020277,0.0001036147,0.000096125776,0.00034534192,1.855952e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017506565,0.00028578777,0.00022387832,0.5712824,0.00028284974,0.0000029581352,0.0007002868,0.000002096813,0.00000390253,0.00008657162,0.00001584433,0.42693838],"study_design_scores_gemma":[0.008674911,0.0059758318,0.043368686,0.913913,0.008004002,0.000018575374,0.010388374,0.0077523,0.000022393766,0.000038061477,0.0010733457,0.0007705122],"about_ca_topic_score_codex":0.00046094507,"about_ca_topic_score_gemma":0.000054357057,"teacher_disagreement_score":0.42616788,"about_ca_system_score_codex":0.0005062714,"about_ca_system_score_gemma":0.0012835676,"threshold_uncertainty_score":0.97687894},"labels":[],"label_agreement":null},{"id":"W3214667370","doi":"10.2196/30872","title":"Including the Public in Public eHealth: The Need for Community Participation in the Development of State-Sponsored COVID-19–Related Mobile Apps","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"eHealth; Transparency (behavior); Telemedicine; Internet privacy; mHealth; Public relations; Business; Health care; Public health; Digital health; Telehealth; Medicine; Computer science; Political science; Nursing; Computer security","score_opus":0.2869648496422409,"score_gpt":0.5212613422133339,"score_spread":0.23429649257109297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214667370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.862653,0.0021981734,0.00077076745,0.1200876,0.00032763171,0.013368419,0.00010350246,0.000076469325,0.00041444128],"genre_scores_gemma":[0.9314121,0.0018945027,0.0005407473,0.023426779,0.00008990403,0.04217995,0.00034002055,0.000039622522,0.00007636572],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9840403,0.009527215,0.0032657275,0.00052803,0.00056350656,0.002075216],"domain_scores_gemma":[0.98529655,0.010660656,0.0013212097,0.0012058314,0.0004066811,0.0011090543],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.024271635,0.00033094763,0.00070567883,0.0003741773,0.0071364837,0.000045291454,0.00075747696,0.00034027427,0.00006566546],"category_scores_gemma":[0.002574895,0.00020312196,0.00007490213,0.0024570976,0.00030247695,0.00019652932,0.0002612703,0.0026787582,0.000014853285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015289483,0.0036634079,0.219923,0.025133273,0.000056751313,0.000005211905,0.41167122,0.00015687777,0.00005004771,0.11850458,0.011039094,0.2082676],"study_design_scores_gemma":[0.006287158,0.0004222592,0.32427448,0.00028481585,0.000034738096,0.0000113013975,0.11216656,0.0018753706,0.0000079227,0.009768995,0.5445095,0.00035693584],"about_ca_topic_score_codex":0.0019039648,"about_ca_topic_score_gemma":0.04945554,"teacher_disagreement_score":0.5334704,"about_ca_system_score_codex":0.0011162391,"about_ca_system_score_gemma":0.018453687,"threshold_uncertainty_score":0.9996221},"labels":[],"label_agreement":null},{"id":"W3214949863","doi":"10.2196/27192","title":"Effect of an Integrative Mobile Health Intervention in Patients With Hypertension and Diabetes: Crossover Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Medicine; Diabetes mellitus; mHealth; Intervention (counseling); Crossover study; Physical therapy; Psychological intervention; Psychology; Alternative medicine; Nursing; Endocrinology","score_opus":0.02563526477345929,"score_gpt":0.4354320083379102,"score_spread":0.4097967435644509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214949863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848769,0.0018357197,0.000014782868,0.00032630138,0.00021221662,0.012484566,0.0000962198,0.000065411245,0.000087918794],"genre_scores_gemma":[0.9882994,0.00071516895,0.00020346501,0.0017016217,0.00007455415,0.0086636515,0.00023342668,0.000048691705,0.000059961607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99271554,0.0032427697,0.001591485,0.00087778876,0.00040648595,0.0011659326],"domain_scores_gemma":[0.99621856,0.0007726828,0.00088507304,0.0005863656,0.0003674262,0.0011698657],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029529145,0.00037232353,0.0011808805,0.0002943298,0.0009037814,0.000015023615,0.00011730931,0.00022171478,0.00004844661],"category_scores_gemma":[0.00015147189,0.0002762219,0.00004332629,0.00067653606,0.00013645407,0.00027222154,0.00011988115,0.0010046986,0.0000065295444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015467925,0.0018570158,0.8131932,0.007232569,0.000012608588,0.0000026145833,0.0029554279,0.000002063016,0.000002708717,0.00020013329,0.00018999018,0.17280488],"study_design_scores_gemma":[0.014786549,0.020574948,0.95754087,0.0010050727,0.000041265637,0.0000017436191,0.004454085,0.00016969218,0.000009566805,0.00006667635,0.0011452631,0.0002042636],"about_ca_topic_score_codex":0.0014806732,"about_ca_topic_score_gemma":0.0029161347,"teacher_disagreement_score":0.17260061,"about_ca_system_score_codex":0.00035004088,"about_ca_system_score_gemma":0.0013264945,"threshold_uncertainty_score":0.999969},"labels":[],"label_agreement":null},{"id":"W3214997540","doi":"10.2196/29512","title":"Human-Centered Design of Mobile Health Apps for Older Adults: Systematic Review and Narrative Synthesis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Scopus; Narrative; MEDLINE; Systematic review; Gerontology; Population; Psychology; Psychological intervention; Medicine; Medical education; Nursing; Political science; Environmental health","score_opus":0.10375012789185259,"score_gpt":0.44657106527016216,"score_spread":0.34282093737830954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214997540","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011014239,0.9685705,0.00012259354,0.0008929322,0.00012265267,0.029879607,0.0002492337,0.00013412723,0.000017388615],"genre_scores_gemma":[0.00013040302,0.98247576,0.00079746114,0.0006957569,0.000067108864,0.015577695,0.000059048878,0.000071334995,0.0001254368],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99190545,0.0032219691,0.0024647624,0.0009865665,0.00040367813,0.0010175966],"domain_scores_gemma":[0.9941498,0.0013382485,0.0029051146,0.00065572903,0.00029348937,0.0006576037],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0043378333,0.00058977236,0.006658187,0.00031764584,0.0012412464,0.00004260524,0.0004626171,0.000606821,0.00002740505],"category_scores_gemma":[0.0009072769,0.0004901166,0.00030828183,0.0006797836,0.0004348263,0.00011988047,0.00009723286,0.00051906507,0.0000027170245],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003098482,0.00011603339,6.040027e-7,0.8230694,0.00008211507,0.0000011909153,0.00784664,1.0729402e-8,2.5904106e-9,0.00077339675,0.0020653415,0.16604216],"study_design_scores_gemma":[0.00043686293,0.000518271,0.0000029059788,0.91068774,0.0021776247,0.000023711284,0.010944155,0.0000015423437,5.8539754e-8,0.000055837652,0.07471857,0.00043271942],"about_ca_topic_score_codex":0.0005982563,"about_ca_topic_score_gemma":0.000369058,"teacher_disagreement_score":0.16560945,"about_ca_system_score_codex":0.00047140356,"about_ca_system_score_gemma":0.0034397112,"threshold_uncertainty_score":0.999755},"labels":[],"label_agreement":null},{"id":"W3215045341","doi":"10.2196/26453","title":"Efficacy, Effectiveness, and Quality of Resilience-Building Mobile Health Apps for Military, Veteran, and Public Safety Personnel Populations: Scoping Literature Review and App Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"mHealth; PsycINFO; CINAHL; Mental health; Systematic review; MEDLINE; Medicine; Psychology; Medical education; Internet privacy; Nursing; Psychological intervention; Computer science; Psychiatry; Political science","score_opus":0.24122579274756858,"score_gpt":0.5413448304777376,"score_spread":0.300119037730169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215045341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54201686,0.45217285,0.00026007625,0.0012002528,0.00006486934,0.004129086,0.000109765264,0.000017964543,0.000028237118],"genre_scores_gemma":[0.8854127,0.11077097,0.0016044542,0.00065409945,0.000038928167,0.0013264607,0.00016048411,0.000022761462,0.000009150186],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950651,0.002358835,0.00087100774,0.0007565345,0.00034669836,0.00060184463],"domain_scores_gemma":[0.9974611,0.001113776,0.00029086586,0.00037837288,0.00029988517,0.00045600656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053327815,0.00022026814,0.00080914004,0.00016687838,0.00064796157,0.000046464753,0.00008296255,0.00013835035,0.00002326943],"category_scores_gemma":[0.0006850431,0.00020888042,0.000046730678,0.00044446992,0.00018691644,0.00019060583,0.00007605143,0.00028849754,3.5853628e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009209216,0.00059738185,0.055502865,0.23910487,0.00008112259,0.0000020388215,0.014113258,0.0000052387045,0.000050397477,0.013812681,0.0002935715,0.67551565],"study_design_scores_gemma":[0.006364314,0.001308911,0.96778464,0.018002842,0.000108267086,0.00008291269,0.0037215245,0.0006115013,0.0000043540863,0.0013951688,0.00028545622,0.00033012245],"about_ca_topic_score_codex":0.00081056653,"about_ca_topic_score_gemma":0.0005103431,"teacher_disagreement_score":0.91228175,"about_ca_system_score_codex":0.000109270106,"about_ca_system_score_gemma":0.0005664583,"threshold_uncertainty_score":0.85178965},"labels":[],"label_agreement":null},{"id":"W3215586916","doi":"10.2196/31559","title":"Evaluation of a Language Translation App in an Undergraduate Medical Communication Course: Proof-of-Concept and Usability Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Usability; Helpfulness; Likert scale; Computer science; Notice; Popularity; Psychology; Medical education; Scale (ratio); System usability scale; Feeling; Mathematics education; Multimedia; Medicine; Social psychology; Human–computer interaction; Web usability","score_opus":0.1737394596150621,"score_gpt":0.5476440849812915,"score_spread":0.37390462536622937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215586916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829582,0.00749361,0.00008448592,0.006743523,0.00008753098,0.001985327,0.00002322986,0.000029234743,0.0005948911],"genre_scores_gemma":[0.9983965,0.0003554099,0.000441654,0.00032507666,0.000033503457,0.00032753684,0.00009293721,0.000014083804,0.000013253666],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.98781985,0.009501904,0.0012472888,0.000315892,0.00080061663,0.0003144383],"domain_scores_gemma":[0.99663585,0.0009784603,0.0005283292,0.0007681904,0.0008229682,0.00026622645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010508821,0.00012590362,0.00041696217,0.000094687035,0.00037991547,0.0000053282515,0.00018077726,0.00022298595,0.000080821475],"category_scores_gemma":[0.00060938654,0.0001215932,0.000022802462,0.0003310551,0.00016463044,0.00012794792,0.00008211444,0.000781393,5.8239294e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019858223,0.0015943584,0.35097766,0.002847897,0.00001833088,9.754223e-7,0.22006723,0.0000227606,0.0000132479745,0.0016527795,0.000053414147,0.42255276],"study_design_scores_gemma":[0.005544403,0.0010380197,0.78976935,0.0015879235,0.00017348904,0.0000058498017,0.17049177,0.027015775,0.000058122543,0.003997831,0.00008710624,0.00023036008],"about_ca_topic_score_codex":0.0023460074,"about_ca_topic_score_gemma":0.015014794,"teacher_disagreement_score":0.4387917,"about_ca_system_score_codex":0.0001721891,"about_ca_system_score_gemma":0.003066553,"threshold_uncertainty_score":0.83786076},"labels":[],"label_agreement":null},{"id":"W3215623818","doi":"10.2196/34054","title":"Multipurpose Mobile Apps for Mental Health in Chinese App Stores: Content Analysis and Quality Evaluation","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; mHealth; Mental health; App store; Quality (philosophy); Internet privacy; Psychology; Computer science; Multimedia; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.1917972233164965,"score_gpt":0.5358122291290346,"score_spread":0.3440150058125381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215623818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974973,0.01313025,0.00027605955,0.0057444777,0.00069922593,0.0038983412,0.0008886215,0.000057407542,0.0003325966],"genre_scores_gemma":[0.9923498,0.00044442137,0.0007455572,0.0026707898,0.00006810796,0.0021208401,0.0009802075,0.000026781447,0.0005934857],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959037,0.000861593,0.0013380281,0.0008009802,0.00031518855,0.0007805603],"domain_scores_gemma":[0.9979448,0.0002781638,0.0004929661,0.00039680596,0.00016019854,0.0007270913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002951789,0.0002540351,0.0007555719,0.0003815478,0.00033897822,0.00004907943,0.000091251095,0.00012782849,0.00011463875],"category_scores_gemma":[0.00010323264,0.00024465178,0.0001541738,0.0008001496,0.00009452393,0.00016542569,0.00006448991,0.00024602975,0.000010841762],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016641981,0.0045289374,0.30250052,0.004553137,0.0003202425,0.000004820278,0.016450336,0.000013310543,0.000020539208,0.008270618,0.0022268237,0.65944654],"study_design_scores_gemma":[0.0058621727,0.0012855112,0.9822637,0.00013247432,0.00009559122,0.000016292732,0.004749348,0.0010651528,0.000005658866,0.000960998,0.0033122245,0.00025088855],"about_ca_topic_score_codex":0.0034602946,"about_ca_topic_score_gemma":0.013472249,"teacher_disagreement_score":0.6797632,"about_ca_system_score_codex":0.0005935655,"about_ca_system_score_gemma":0.00047898738,"threshold_uncertainty_score":0.997661},"labels":[],"label_agreement":null},{"id":"W3215851833","doi":"10.2196/27809","title":"Knowledge and Expectations of Hearing Aid Apps Among Smartphone Users and Hearing Professionals: Cross-sectional Survey","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hearing aid; Hearing loss; Cross-sectional study; Audiology; Perception; Medicine; Family medicine; Psychology","score_opus":0.13560978788432781,"score_gpt":0.4319551633654358,"score_spread":0.296345375481108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215851833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974815,0.0012962209,0.00003711806,0.00035986892,0.00028095391,0.00032125507,0.0000315111,0.000036990987,0.00015454371],"genre_scores_gemma":[0.99870634,0.0004572755,0.0003452059,0.00013736101,0.000066611225,0.00004323541,0.000012459694,0.000017408065,0.00021410355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978982,0.00046932278,0.00048944424,0.00055989844,0.00021791292,0.00036521544],"domain_scores_gemma":[0.9981988,0.0009843475,0.00014794356,0.00016316015,0.00013421527,0.00037150847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088846,0.00013923144,0.00026867192,0.0001373679,0.0006767274,0.00007265476,0.000047989244,0.00011436239,0.000011475463],"category_scores_gemma":[0.00062151573,0.0001299903,0.000027741733,0.00036394797,0.00039656504,0.00023615587,0.000103250764,0.00028284057,0.0000022638355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057100387,0.00015442887,0.98890364,0.0011250013,0.0000026494115,0.000001703647,0.003052606,0.0000054265847,0.0035391527,0.00071431656,0.000030223384,0.0024137374],"study_design_scores_gemma":[0.00062053115,0.000108846674,0.99665433,0.00010682897,0.0000031031295,0.000025559963,0.0007061276,0.0005413125,0.0009044736,0.00016733781,0.000050883325,0.000110646084],"about_ca_topic_score_codex":0.0004848836,"about_ca_topic_score_gemma":0.00028845828,"teacher_disagreement_score":0.007750695,"about_ca_system_score_codex":0.0000550804,"about_ca_system_score_gemma":0.00044215188,"threshold_uncertainty_score":0.530085},"labels":[],"label_agreement":null},{"id":"W3216104880","doi":"10.2196/30724","title":"mHealth Solutions for Perinatal Mental Health: Scoping Review and Appraisal Following the mHealth Index and Navigation Database Framework","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Stanley Medical Research Institute","keywords":"mHealth; Android (operating system); Mental health; App store; Internet privacy; World Wide Web; Health care; Computer science; Medicine; Psychological intervention; Nursing; Psychiatry","score_opus":0.1125354009160068,"score_gpt":0.5157963272268486,"score_spread":0.40326092631084187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216104880","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0847843,0.554562,0.014843445,0.30293757,0.0032328148,0.036704157,0.00210979,0.0005355287,0.00029040925],"genre_scores_gemma":[0.29406106,0.5346962,0.01178167,0.12790778,0.0017801943,0.026614683,0.0026201094,0.00025528812,0.00028301543],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9898488,0.0019287185,0.0026971109,0.0016108191,0.00062722585,0.0032873247],"domain_scores_gemma":[0.9908254,0.0032670242,0.001409237,0.0011090584,0.00034861104,0.0030406697],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007207648,0.0006471902,0.0015399278,0.00021103496,0.012527259,0.00007403829,0.0002904537,0.00048434772,0.00006329139],"category_scores_gemma":[0.0010065968,0.0005656494,0.0001438547,0.0009286296,0.00033865997,0.00044417512,0.0004889283,0.002291913,0.000018153174],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006705339,0.0006445365,0.02732145,0.59091353,0.00012280443,0.0000131818215,0.010101248,0.0000035725982,0.000015993095,0.14440767,0.05172195,0.1740635],"study_design_scores_gemma":[0.025343677,0.0037901355,0.17758189,0.24393639,0.0016101471,0.0011549776,0.023472914,0.0058197295,0.000007076476,0.014959113,0.49818122,0.0041427272],"about_ca_topic_score_codex":0.001234731,"about_ca_topic_score_gemma":0.0014013294,"teacher_disagreement_score":0.4464593,"about_ca_system_score_codex":0.0005842011,"about_ca_system_score_gemma":0.00992505,"threshold_uncertainty_score":0.9996795},"labels":[],"label_agreement":null},{"id":"W3216129694","doi":"10.2196/33944","title":"Use of Mobile Apps for Self-care in People With Parkinson Disease: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Mo-Im Kim Nursing Research Institute, Yonsei University College of Medicine; Yonsei University; College of Nursing, Yonsei University; National Research Foundation","keywords":"Parkinson's disease; Mobile apps; mHealth; Disease; Medicine; Psychology; Internet privacy; Computer science; Psychiatry; World Wide Web; Psychological intervention","score_opus":0.06370047434076603,"score_gpt":0.39328006337999755,"score_spread":0.3295795890392315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216129694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029357453,0.9795295,0.00000888372,0.000052183837,0.00006494101,0.019228322,0.00076406344,0.00004831928,0.000010221527],"genre_scores_gemma":[0.00031026863,0.9850563,0.0008200764,0.00042913193,0.00004602346,0.011603251,0.0015788702,0.00009335872,0.000062756815],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9964614,0.00039175194,0.0013884429,0.00077169854,0.00040629646,0.0005804353],"domain_scores_gemma":[0.99675447,0.00027909238,0.0010069845,0.00076799147,0.00019508376,0.0009963531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003848599,0.0005711242,0.005506572,0.00025041794,0.00009786625,0.000021084601,0.00009817694,0.00018989742,0.000014460087],"category_scores_gemma":[0.00008543556,0.000379631,0.00041862734,0.0005822096,0.000023791134,0.00006916585,0.000039202725,0.00026545813,0.000004146269],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000936156,0.0004996593,0.0003224889,0.9487148,0.00018162756,0.000062938554,0.00012624501,7.223581e-8,1.4518438e-9,0.000067149056,0.00019356057,0.04973785],"study_design_scores_gemma":[0.0007934028,0.0006046721,0.00030485654,0.58672154,0.008641313,0.000045956698,0.00006103952,0.000005632176,2.0316122e-8,0.0000017934838,0.4026309,0.00018892142],"about_ca_topic_score_codex":0.00004526596,"about_ca_topic_score_gemma":0.00006700644,"teacher_disagreement_score":0.40243733,"about_ca_system_score_codex":0.00047622743,"about_ca_system_score_gemma":0.003671737,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W3216226724","doi":"10.2196/30782","title":"Evaluation of myCOPD Digital Self-management Technology in a Remote and Rural Population: Real-world Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Population; Computer science; Geography; Medicine; Environmental health","score_opus":0.058309807400182025,"score_gpt":0.4266036533049534,"score_spread":0.3682938459047714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216226724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99138594,0.0017143618,0.0000023820512,0.0022044722,0.000047658647,0.0027889956,0.000019941283,0.00004823778,0.0017880208],"genre_scores_gemma":[0.9988991,0.0005113435,0.0002588058,0.000053571595,0.00004368442,0.000053553253,0.00006184444,0.000014291074,0.00010378939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975431,0.00027498184,0.0005296035,0.0004711614,0.0007963774,0.0003847994],"domain_scores_gemma":[0.99874055,0.00004750041,0.00013678924,0.00043385537,0.0003399724,0.00030133667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013501165,0.00014388093,0.00041033307,0.0004398841,0.000096471835,0.000016817872,0.00005055374,0.000070563314,0.000035986195],"category_scores_gemma":[0.000108240514,0.00013926423,0.000028376418,0.0009441882,0.00008117206,0.00011805379,0.00013280912,0.00026090886,0.0000017828053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029427925,0.0010180409,0.83851886,0.0024299177,0.00003466605,0.00004825669,0.00039010175,0.000002055847,0.0000038828257,0.00051136466,0.000019209445,0.15672934],"study_design_scores_gemma":[0.004707979,0.00033344803,0.9856918,0.00014869674,0.00015791172,0.000028780349,0.0030935435,0.0022083742,0.0000023772475,0.0035130605,0.000030426336,0.000083587554],"about_ca_topic_score_codex":0.00063671975,"about_ca_topic_score_gemma":0.0010874852,"teacher_disagreement_score":0.15664576,"about_ca_system_score_codex":0.0010268866,"about_ca_system_score_gemma":0.00086842675,"threshold_uncertainty_score":0.56790304},"labels":[],"label_agreement":null},{"id":"W3216498462","doi":"10.2196/27024","title":"A Smartphone-Based Decision Support Tool for Predicting Patients at Risk of Chemotherapy-Induced Nausea and Vomiting: Retrospective Study on App Development Using Decision Tree Induction","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nausea and vomiting management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Decision tree; Medicine; Clinical decision support system; Medical record; Naive Bayes classifier; Nausea; Machine learning; Logistic regression; Chemotherapy-induced nausea and vomiting; Emergency medicine; Intensive care medicine; Artificial intelligence; Computer science; Decision support system; Internal medicine; Support vector machine; Antiemetic","score_opus":0.05814428043569085,"score_gpt":0.3727631051376762,"score_spread":0.3146188247019853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216498462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953595,0.000044060722,0.0014388876,0.00013050722,0.0002433073,0.0026659446,0.000021757633,0.000049070764,0.00004697589],"genre_scores_gemma":[0.9898566,0.000059786755,0.009339945,0.00039859887,0.00012880428,0.0000876927,0.00005077142,0.00004019211,0.000037589554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731696,0.00011823923,0.00084040436,0.0006832632,0.0005956785,0.00044542958],"domain_scores_gemma":[0.99817747,0.00030719457,0.0005707159,0.0003106125,0.0003299393,0.00030408904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013271758,0.00025320175,0.00058405794,0.00026108528,0.00053504045,0.000025591484,0.000047359827,0.000130302,0.00000874376],"category_scores_gemma":[0.00046536763,0.00022357886,0.00006260379,0.0003146368,0.000028887469,0.00007033681,0.00007290122,0.00025348944,0.0000010246946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038703724,0.001134807,0.8607305,0.00061127765,0.000060470018,0.0000045252027,0.0014838394,0.0000036147078,0.00024664943,0.000005607918,0.00014085056,0.13170744],"study_design_scores_gemma":[0.014653095,0.0036579878,0.97750217,0.00044601125,0.00016375487,0.000005845305,0.00059179275,0.00073969754,0.0018935351,0.00004415177,0.00013783824,0.00016411442],"about_ca_topic_score_codex":0.000041683154,"about_ca_topic_score_gemma":0.00009115992,"teacher_disagreement_score":0.13154332,"about_ca_system_score_codex":0.000602226,"about_ca_system_score_gemma":0.00056479697,"threshold_uncertainty_score":0.9117281},"labels":[],"label_agreement":null},{"id":"W3216761903","doi":"10.2196/25227","title":"“A Question of Trust” and “a Leap of Faith”—Study Participants’ Perspectives on Consent, Privacy, and Trust in Smart Home Research: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Internet privacy; Qualitative research; Informed consent; Faith; Leap of faith; Psychology; Self-disclosure; Information privacy; Social psychology; Medicine; Sociology; Computer science; Alternative medicine","score_opus":0.30284951175675257,"score_gpt":0.5172213737248782,"score_spread":0.21437186196812563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216761903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957553,0.0010100963,0.00013471756,0.0017541632,0.000045870995,0.0011454308,0.000011507458,0.0000256128,0.000117304124],"genre_scores_gemma":[0.99924916,0.0002748021,0.00025018686,0.00010768089,0.000015636842,0.00005926435,0.0000011412226,0.0000100136385,0.00003213591],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99566597,0.0019404496,0.0006434469,0.00071732345,0.0005078704,0.0005249483],"domain_scores_gemma":[0.99710345,0.0016625136,0.00021817545,0.00042863804,0.00025455214,0.00033269438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038607488,0.00017145842,0.00052868406,0.0004063534,0.00017820417,0.00008508483,0.00015580958,0.00005388273,0.0000015904751],"category_scores_gemma":[0.00081805635,0.00016097915,0.000021522348,0.0007577982,0.00021254692,0.00035869662,0.00028439608,0.00036976408,7.5804525e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003614962,0.002445736,0.3082372,0.001202983,0.000024505129,0.00004937504,0.6652178,0.0000020181526,0.00005793125,0.018576927,0.00001619142,0.0038078248],"study_design_scores_gemma":[0.0019201643,0.0037636573,0.72518337,0.00019446165,0.000009724658,0.0000050410467,0.2670858,0.00037277283,0.000042487678,0.0012954915,0.000010389064,0.00011662743],"about_ca_topic_score_codex":0.0021665122,"about_ca_topic_score_gemma":0.0021669741,"teacher_disagreement_score":0.4169462,"about_ca_system_score_codex":0.00015211129,"about_ca_system_score_gemma":0.0009481504,"threshold_uncertainty_score":0.6564539},"labels":[],"label_agreement":null},{"id":"W3217118152","doi":"10.2196/33012","title":"Physicians’ Attitudes Toward Prescribable mHealth Apps and Implications for Adoption in Germany: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":155,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Specialty; Health care; Psychology; Reimbursement; Medical prescription; Family medicine; Medicine; Medical education; Nursing; Psychological intervention","score_opus":0.15382045310032866,"score_gpt":0.5391915472904535,"score_spread":0.38537109419012483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217118152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9035446,0.014032998,0.014175018,0.04061426,0.0012595381,0.024300639,0.0004232254,0.00041860982,0.0012311352],"genre_scores_gemma":[0.9153718,0.012839954,0.02369133,0.009155891,0.000672871,0.03732695,0.00027062814,0.000107257976,0.0005633237],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9920002,0.002206147,0.002080415,0.0013921564,0.00026358647,0.0020574706],"domain_scores_gemma":[0.99458146,0.0018027931,0.0008002222,0.0009037402,0.00050090975,0.0014108652],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038102292,0.00045550283,0.0011226212,0.00036530156,0.0024048071,0.000039449093,0.00023447908,0.00041975052,0.000038331105],"category_scores_gemma":[0.00032481583,0.00047202042,0.0000814831,0.0009824604,0.00012521121,0.00027146775,0.00020725405,0.0012171332,0.000020073769],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005986103,0.0029546963,0.30489463,0.024921596,0.000047842583,0.0000039106403,0.011340785,0.0000142348235,0.00025381043,0.05160415,0.014243789,0.58912194],"study_design_scores_gemma":[0.0035545423,0.00050376524,0.9160551,0.00028404803,0.00008019997,0.000009665988,0.0071694157,0.0003001112,0.000005012769,0.0036653138,0.06804691,0.00032590356],"about_ca_topic_score_codex":0.001018143,"about_ca_topic_score_gemma":0.0031135972,"teacher_disagreement_score":0.61116046,"about_ca_system_score_codex":0.0005392497,"about_ca_system_score_gemma":0.0032802888,"threshold_uncertainty_score":0.99977314},"labels":[],"label_agreement":null},{"id":"W3217504343","doi":"10.2196/22093","title":"The Influence of Design and Implementation Characteristics on the Use of Maternal Mobile Health Interventions in Kenya: Systematic Literature Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; mHealth; Systematic review; Medicine; Computer science; MEDLINE; Nursing; Political science","score_opus":0.19636621665319912,"score_gpt":0.5352843973879552,"score_spread":0.3389181807347561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217504343","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008169073,0.95913583,0.00005020792,0.0015329508,0.0002415498,0.037614197,0.00058159564,0.000023140494,0.000003595279],"genre_scores_gemma":[0.00023100473,0.95111066,0.00024383901,0.0028863274,0.00007930668,0.04506197,0.00025254357,0.000055737015,0.00007859387],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98354995,0.008065398,0.00624696,0.0006208783,0.00046524868,0.0010515719],"domain_scores_gemma":[0.9845718,0.0069079776,0.006403431,0.0010751694,0.0004428125,0.00059877336],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0076847915,0.00052299997,0.0036001275,0.00032833885,0.0012684313,0.00003985685,0.0003798086,0.00035475116,0.000023427436],"category_scores_gemma":[0.0006668136,0.00030070305,0.00026055975,0.0011107444,0.0001775616,0.0001245866,0.00017005997,0.0017950453,0.000008390146],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016941429,0.00006863366,0.000108684704,0.78153753,0.000022944483,0.0000014344497,0.00045364109,8.295664e-7,1.7291129e-8,0.003941905,0.0021314356,0.211716],"study_design_scores_gemma":[0.00027216674,0.00044056095,0.0020718817,0.7126778,0.0002502751,0.000027728029,0.00025176562,0.00001070963,2.1243707e-8,0.000029972933,0.28382072,0.00014640293],"about_ca_topic_score_codex":0.00032050404,"about_ca_topic_score_gemma":0.00024800593,"teacher_disagreement_score":0.2816893,"about_ca_system_score_codex":0.00043407842,"about_ca_system_score_gemma":0.004474621,"threshold_uncertainty_score":0.9999445},"labels":[],"label_agreement":null},{"id":"W32641284","doi":"10.2196/17919","title":"Het effect van de Alles Kidzzz-training op prosociaal gedrag in samenhang met hechtingskwaliteit","year":2009,"lang":"nl","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Prosocial behavior; Psychology; Intervention (counseling); Developmental psychology; Social skills; Psychiatry","score_opus":0.04411540782636201,"score_gpt":0.4023876453895206,"score_spread":0.35827223756315857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32641284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95985425,0.00792608,0.000008983361,0.0052287956,0.0020694947,0.0024134393,0.00012897151,0.00010898731,0.02226101],"genre_scores_gemma":[0.97410446,0.004686258,0.0003125166,0.009853645,0.0016205856,0.00024338733,0.002258388,0.00011176516,0.0068089613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99263966,0.0012111247,0.0017144614,0.0015054122,0.000645024,0.0022842977],"domain_scores_gemma":[0.9970811,0.00032129145,0.0009823311,0.00033284334,0.000119105025,0.0011633362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026567457,0.0009982409,0.0016223164,0.0005735574,0.000946682,0.00015358906,0.00035060148,0.00075184286,0.0005108341],"category_scores_gemma":[0.0001110602,0.0010008287,0.00029107797,0.0006418453,0.00010729797,0.00013933323,0.00004253916,0.0020097045,0.0003247455],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045306142,0.0031704775,0.1731053,0.02314755,0.00034108438,0.00028888407,0.121011354,0.0000086521,0.00016337652,0.009254816,0.022801781,0.6421761],"study_design_scores_gemma":[0.003920286,0.0011537041,0.96178335,0.0040015816,0.0001302527,0.00007537287,0.00701358,0.000013052478,0.000015056626,0.0029819335,0.01793269,0.0009791467],"about_ca_topic_score_codex":0.0015852132,"about_ca_topic_score_gemma":0.0011155489,"teacher_disagreement_score":0.78867805,"about_ca_system_score_codex":0.00066827826,"about_ca_system_score_gemma":0.0016479079,"threshold_uncertainty_score":0.9992442},"labels":[],"label_agreement":null},{"id":"W34822339","doi":"10.2196/25618","title":"\"O Virus de Papiloma Humano e o Cancro do Colo do Útero: Um Estudo Observacional Entre a Citologia em Meio Líquido e o Teste de Detecção de HPV por PCR\".","year":2011,"lang":"pt","type":"dissertation","venue":"JMIR mhealth and uhealth","topic":"Women's cancer prevention and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Gynecology; Human papillomavirus; Medicine","score_opus":0.0519283052821655,"score_gpt":0.3691732643584138,"score_spread":0.3172449590762483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34822339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97658956,0.011299425,0.00032676352,0.0014170615,0.0021651646,0.004858421,0.00032444322,0.0002984587,0.0027206768],"genre_scores_gemma":[0.95184237,0.016242962,0.0012658105,0.011316912,0.0011487786,0.0020892872,0.0011275697,0.0002298163,0.014736481],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99132335,0.00095139066,0.0020264785,0.0016894786,0.0009598572,0.0030494714],"domain_scores_gemma":[0.99382555,0.00024547055,0.0017709712,0.0009616415,0.00034883604,0.0028475272],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023499595,0.0012404922,0.0018669597,0.0006905317,0.0011233106,0.00018877393,0.0006136377,0.0011300333,0.0025223056],"category_scores_gemma":[0.00016156684,0.0012519321,0.0003817308,0.00060329726,0.00018243857,0.0002078663,0.0002001251,0.0017561199,0.00014359331],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022406999,0.0070221946,0.2932343,0.09619411,0.0023004229,0.0020660288,0.10820526,0.000024304765,0.0012369676,0.013435644,0.08063259,0.3732412],"study_design_scores_gemma":[0.010339444,0.0050871107,0.924551,0.0027390672,0.0018706289,0.00024727095,0.020144403,0.00026986448,0.00019259425,0.0014132977,0.03163638,0.0015089182],"about_ca_topic_score_codex":0.0029157163,"about_ca_topic_score_gemma":0.0048226197,"teacher_disagreement_score":0.6313167,"about_ca_system_score_codex":0.0027445417,"about_ca_system_score_gemma":0.0068644085,"threshold_uncertainty_score":0.99899304},"labels":[],"label_agreement":null},{"id":"W36279159","doi":"10.2196/35628","title":"Busan International Architectural Design Seminar","year":2003,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Architectural design; Architectural engineering; Architecture; Computer science; Business; Engineering; Geography","score_opus":0.03368521335873869,"score_gpt":0.3082083955972427,"score_spread":0.274523182238504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36279159","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47622818,0.0030637644,0.49710318,0.0015875994,0.0013220935,0.0008129705,0.00002111426,0.0006527112,0.019208387],"genre_scores_gemma":[0.9830773,0.00018175632,0.015828768,0.0005846677,0.00014521723,0.000034407865,0.000011288589,0.00002264085,0.000113949085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990727,0.000078255616,0.00020500814,0.0001690073,0.00015686959,0.0003182049],"domain_scores_gemma":[0.99949646,0.00011446532,0.000030011604,0.00009508961,0.000021880034,0.00024211574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021145941,0.0001389858,0.00013488987,0.0001111574,0.00011830768,0.000022006909,0.00008582008,0.000051197127,0.00004345336],"category_scores_gemma":[0.000015220902,0.00012800393,0.000025291258,0.00011163049,0.00002935241,0.00004960514,0.000008747496,0.00020701607,0.000022112263],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028343085,0.00016778187,0.002864575,0.0015447526,0.00013646173,0.000057882247,0.007832157,0.15864106,0.0007107103,0.041076526,0.036090698,0.75059396],"study_design_scores_gemma":[0.0062285396,0.0019869,0.19380273,0.0003792245,0.00014968439,0.0025143016,0.00082916964,0.32906163,0.002738187,0.12881118,0.33049288,0.0030055633],"about_ca_topic_score_codex":0.000006224623,"about_ca_topic_score_gemma":0.0000038325065,"teacher_disagreement_score":0.7475884,"about_ca_system_score_codex":0.00005478731,"about_ca_system_score_gemma":0.000083133025,"threshold_uncertainty_score":0.5219849},"labels":[],"label_agreement":null},{"id":"W37694382","doi":"10.2196/44147","title":"Utillity External Windows XP","year":2002,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.11377039132043011,"score_gpt":0.3713782440665057,"score_spread":0.2576078527460756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37694382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8470225,0.09760997,0.0000482431,0.031580467,0.0004011855,0.00092180405,0.000019126364,0.00019697164,0.022199739],"genre_scores_gemma":[0.9660743,0.006413851,0.00048406795,0.024525817,0.00047043565,0.000025465311,0.0000027793028,0.000014524171,0.0019887835],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986689,0.000051777897,0.0003038418,0.0002940079,0.00024013218,0.0004413093],"domain_scores_gemma":[0.99898267,0.000055222536,0.000085517626,0.00024630516,0.00007470977,0.0005555795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022284141,0.00014542823,0.00047897754,0.00007132919,0.0002698576,0.00001236637,0.0000409811,0.000092391754,0.0002789149],"category_scores_gemma":[0.000021052534,0.00011003843,0.000051389266,0.00011298499,0.00008228066,0.0000532061,0.00003759009,0.0003007456,0.0000897582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072033267,0.0013802025,0.19131123,0.0047279154,0.00018891202,0.0002597746,0.004605549,3.4191237e-7,0.00022984111,0.002113602,0.39727247,0.39718983],"study_design_scores_gemma":[0.002883912,0.00071844115,0.5984907,0.00015944512,0.00040309536,0.00042410736,0.0002032596,0.00032922343,0.000036559657,0.00024199094,0.3959152,0.0001940047],"about_ca_topic_score_codex":0.00011465716,"about_ca_topic_score_gemma":0.000016946333,"teacher_disagreement_score":0.4071795,"about_ca_system_score_codex":0.000014281759,"about_ca_system_score_gemma":0.00005313835,"threshold_uncertainty_score":0.4487237},"labels":[],"label_agreement":null},{"id":"W4200014578","doi":"10.2196/32826","title":"Mobile Apps for Hematological Conditions: Review and Content Analysis Using the Mobile App Rating Scale","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rating scale; Anemia; Internal medicine; Family medicine; Psychology","score_opus":0.28790762875756065,"score_gpt":0.5581411447844238,"score_spread":0.27023351602686313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200014578","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019859498,0.95414406,0.0008057812,0.0007496489,0.0003207882,0.042163003,0.001312722,0.00016959273,0.00013578519],"genre_scores_gemma":[0.000050962757,0.8408677,0.0016198885,0.008204718,0.00037596625,0.14677544,0.0016195186,0.000094473544,0.00039134864],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98891664,0.002724761,0.004285655,0.0015973671,0.00041946172,0.0020561349],"domain_scores_gemma":[0.9895863,0.0036953297,0.003048517,0.0012989567,0.0005862072,0.0017846727],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045097102,0.00088306074,0.005896358,0.00041965637,0.005204683,0.000049463262,0.0004160162,0.0009927351,0.00023450378],"category_scores_gemma":[0.00033809646,0.0005953487,0.0007181722,0.0019977326,0.00034802122,0.000114423485,0.0002922365,0.0022409307,0.000027663154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001716838,0.00018457636,0.00016210915,0.57268435,0.00025112787,0.0000022901672,0.00049072725,0.000001239214,6.127772e-8,0.0031874322,0.012927384,0.41009152],"study_design_scores_gemma":[0.000621408,0.00023571178,0.0000344132,0.022385772,0.009115969,0.000074287505,0.0021398652,0.00014915875,2.2493879e-8,0.00007651598,0.9647179,0.00044896576],"about_ca_topic_score_codex":0.00024999323,"about_ca_topic_score_gemma":0.00017823448,"teacher_disagreement_score":0.9517905,"about_ca_system_score_codex":0.00054581184,"about_ca_system_score_gemma":0.0050472324,"threshold_uncertainty_score":0.99964976},"labels":[],"label_agreement":null},{"id":"W4200055186","doi":"10.2196/34059","title":"The Effect of a Mobile and Wearable Device Intervention on Increased Physical Activity to Prevent Metabolic Syndrome: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Waist; Physical therapy; Glycated hemoglobin; Psychological intervention; Blood pressure; Metabolic syndrome; mHealth; Intervention (counseling); Body mass index; Gerontology; Diabetes mellitus; Obesity; Internal medicine; Type 2 diabetes; Nursing","score_opus":0.08525032062631861,"score_gpt":0.48706775265980207,"score_spread":0.40181743203348347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200055186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845635,0.001983864,0.000029906856,0.0028832972,0.00024527014,0.010008851,0.00006884725,0.00005890945,0.00015755314],"genre_scores_gemma":[0.97796685,0.0011053585,0.00006410454,0.0011749723,0.00016189825,0.01914577,0.000024338937,0.000030646654,0.0003260775],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99437594,0.0027909472,0.000855367,0.00064423954,0.0004608491,0.0008726635],"domain_scores_gemma":[0.99480027,0.002777485,0.0005468971,0.00060175627,0.00022600555,0.0010475694],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003167866,0.00027387583,0.0007875283,0.00011903623,0.002096224,0.00001850412,0.00015441867,0.0001364527,0.000029033312],"category_scores_gemma":[0.0003919896,0.00019889351,0.00007847809,0.00064620655,0.00007021605,0.000101740035,0.00016364313,0.00080695265,0.000037144888],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046442174,0.007929511,0.29840723,0.020518536,0.00017222567,0.000016147778,0.006645894,0.000040514406,0.0002532584,0.009068048,0.0042629973,0.6480414],"study_design_scores_gemma":[0.0028294597,0.004467632,0.9704689,0.00042384054,0.00011652247,0.000010394702,0.0012624807,0.00034539922,0.00011527178,0.00017532131,0.019616662,0.00016811663],"about_ca_topic_score_codex":0.001466699,"about_ca_topic_score_gemma":0.0008025648,"teacher_disagreement_score":0.6720617,"about_ca_system_score_codex":0.00017366343,"about_ca_system_score_gemma":0.0011790424,"threshold_uncertainty_score":0.9992029},"labels":[],"label_agreement":null},{"id":"W4200294748","doi":"10.2196/30807","title":"A Smartphone App to Improve Oral Anticoagulation Adherence in Patients With Atrial Fibrillation: Prospective Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Observational study; Medication adherence; mHealth; Informed consent; Prospective cohort study; Health care; Emergency medicine; Physical therapy; Family medicine; Internal medicine; Psychological intervention; Alternative medicine; Nursing","score_opus":0.11762479570797181,"score_gpt":0.4053164101955508,"score_spread":0.287691614487579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200294748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938916,0.00008290797,0.00009057833,0.0024284238,0.00022772,0.0031147073,0.000010581011,0.000045557797,0.00010793206],"genre_scores_gemma":[0.99709255,0.000015919171,0.0013508054,0.00039489142,0.0006350615,0.000010721186,0.00012468269,0.000015937518,0.00035941353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982776,0.00009300909,0.00046928413,0.0004330374,0.00043605742,0.000291023],"domain_scores_gemma":[0.99905604,0.00007663108,0.00015792098,0.00019248632,0.00026945394,0.000247494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029315669,0.00015699462,0.0004058096,0.00014574305,0.00013692853,0.000034028784,0.00002761009,0.000057922065,0.00004402931],"category_scores_gemma":[0.00011410561,0.00013232013,0.00004209412,0.00069882715,0.000019693627,0.00016831368,0.000044148386,0.00012012185,0.000011844816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024761232,0.000049548587,0.9857937,0.00018676015,0.000025472484,0.0000043584296,0.000703045,0.00006412669,0.0000035870255,0.00025700123,0.00007923728,0.010357051],"study_design_scores_gemma":[0.008952983,0.0020861982,0.98769855,0.000047777634,0.00006642323,0.0000010808698,0.00026599222,0.00022727434,0.000003490935,0.000077482284,0.00044701723,0.00012570675],"about_ca_topic_score_codex":0.00011160764,"about_ca_topic_score_gemma":0.00022891526,"teacher_disagreement_score":0.010231344,"about_ca_system_score_codex":0.00016617987,"about_ca_system_score_gemma":0.00044805417,"threshold_uncertainty_score":0.5395858},"labels":[],"label_agreement":null},{"id":"W4200349352","doi":"10.2196/31092","title":"Long-Term Effectiveness of a Decision Support App (Pink Journey) for Women Considering Breast Reconstruction Surgery: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cheng Kung University; National Cheng Kung University Hospital","keywords":"Randomized controlled trial; Medicine; Breast reconstruction; Regret; Breast cancer; Distress; Quality of life (healthcare); Breast surgery; Anxiety; Decision aids; Mastectomy; Intervention (counseling); Physical therapy; Nursing; Surgery; Psychiatry; Clinical psychology; Cancer; Alternative medicine; Computer science","score_opus":0.15937927083411604,"score_gpt":0.44121312171305677,"score_spread":0.28183385087894075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200349352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970192,0.0027459092,0.0012391823,0.0015841041,0.003557343,0.020119505,0.00014111453,0.00014267839,0.00027815154],"genre_scores_gemma":[0.9812815,0.002810939,0.0013372869,0.0006627044,0.00039528694,0.013143043,0.00018293064,0.000056225937,0.0001300391],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98455036,0.009360831,0.0036562684,0.00069351116,0.0004864777,0.0012525364],"domain_scores_gemma":[0.9619501,0.032451138,0.0025163959,0.00085586373,0.0013230769,0.000903376],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009937235,0.00039695908,0.0037307371,0.00046201656,0.0013930304,0.000027651802,0.00020175983,0.0003713093,0.00020925282],"category_scores_gemma":[0.004359587,0.00034238372,0.00038890075,0.00044768126,0.00025980716,0.00025514312,0.00015882858,0.00088507275,0.00000708186],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94243366,0.00034684423,0.020708011,0.01578989,0.00012959642,0.0000048907614,0.0028480776,0.0000016740082,0.00003356052,0.0007735638,0.00018714962,0.016743103],"study_design_scores_gemma":[0.9600872,0.0008216478,0.02953884,0.0029880262,0.00014685896,0.00013214827,0.0025220802,0.00017089587,0.000016041895,0.0031294303,0.00013130644,0.00031552205],"about_ca_topic_score_codex":0.00018297354,"about_ca_topic_score_gemma":0.00016020495,"teacher_disagreement_score":0.023090307,"about_ca_system_score_codex":0.0007747806,"about_ca_system_score_gemma":0.007418734,"threshold_uncertainty_score":0.999907},"labels":[],"label_agreement":null},{"id":"W4200390036","doi":"10.2196/26356","title":"Personalized Reminders for Immunization Using Short Messaging Systems to Improve Human Papillomavirus Vaccination Series Completion: Parallel-Group Randomized Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; Randomized controlled trial; Short Message Service; Vaccination; Human papillomavirus; Text message; Family medicine; Pediatrics; Internal medicine; Computer science; Immunology","score_opus":0.12230686058217226,"score_gpt":0.4537036661261368,"score_spread":0.3313968055439645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200390036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192743,0.011035709,0.035249982,0.010025988,0.0012643454,0.019288927,0.00009192368,0.00020079197,0.0035680523],"genre_scores_gemma":[0.99384475,0.00092575856,0.001558791,0.0009235776,0.00072139245,0.00088299287,0.0004668425,0.000040928255,0.00063497695],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974812,0.00038100278,0.0007091606,0.00045121115,0.0004596832,0.0005177139],"domain_scores_gemma":[0.99838734,0.00021461592,0.00013988337,0.0002470647,0.00050326757,0.0005078254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001737133,0.00019006644,0.0009587662,0.00016056334,0.00065257703,0.00009424318,0.000059444046,0.00013179648,0.00017255663],"category_scores_gemma":[0.00020445374,0.00016978623,0.00013251252,0.0003231486,0.000059004156,0.00012635732,0.000045159075,0.00024846906,0.0000012026459],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9476739,0.00032809752,0.0006476017,0.0087334355,0.00013255344,0.0000132459145,0.0017846918,0.000034128545,0.001349235,0.020094566,0.00074573787,0.018462779],"study_design_scores_gemma":[0.965704,0.0020206617,0.011729645,0.00022928716,0.0004084679,0.00007897578,0.002792463,0.00881861,0.00010866472,0.0005341067,0.0071839886,0.00039112294],"about_ca_topic_score_codex":0.0004564343,"about_ca_topic_score_gemma":0.000095187665,"teacher_disagreement_score":0.07457046,"about_ca_system_score_codex":0.00041762937,"about_ca_system_score_gemma":0.00058918237,"threshold_uncertainty_score":0.69236815},"labels":[],"label_agreement":null},{"id":"W4200427141","doi":"10.2196/28128","title":"A Wearable Activity Tracker Intervention With and Without Weekly Behavioral Support Emails to Promote Physical Activity Among Women Who Are Overweight or Obese: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut du Savoir Montfort; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Overweight; Activity tracker; Randomized controlled trial; Psychological intervention; Physical therapy; Population; Wearable computer; Medicine; Intervention (counseling); mHealth; Gerontology; Psychology; Obesity; Physical activity; Physical medicine and rehabilitation; Computer science; Nursing; Environmental health; Internal medicine","score_opus":0.049966206762941744,"score_gpt":0.40169780282679146,"score_spread":0.35173159606384974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200427141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862391,0.000075389,0.0001206734,0.0043145902,0.00013427307,0.0087576825,0.000042666103,0.00010036788,0.00021530417],"genre_scores_gemma":[0.9937497,0.0002548159,0.00013064225,0.0005389978,0.00049652765,0.0020286546,0.00001286597,0.00005134246,0.002736455],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958,0.0009246049,0.0005915905,0.00092376623,0.0006654669,0.001094568],"domain_scores_gemma":[0.9966481,0.00030697277,0.0006311899,0.0004081838,0.00021856891,0.0017870342],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015401613,0.0004777157,0.004106201,0.00015847967,0.00040760322,0.00011134033,0.00007081186,0.00021698083,0.00011477807],"category_scores_gemma":[0.00021455766,0.00031345733,0.00026032332,0.0004089169,0.00026431723,0.0005701711,0.00008034772,0.000957109,0.0000067331257],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9579506,0.010224011,0.0023956937,0.0026176614,0.00015385897,0.00006546057,0.0031487236,2.5485068e-7,0.00022772867,0.000048626916,0.00016283165,0.023004564],"study_design_scores_gemma":[0.8862195,0.013824366,0.09576966,0.001129963,0.0005955013,0.00008152082,0.0004859364,0.0007817396,0.00037115577,0.00012799718,0.00021922453,0.00039345672],"about_ca_topic_score_codex":0.0005529021,"about_ca_topic_score_gemma":0.00073715625,"teacher_disagreement_score":0.09337397,"about_ca_system_score_codex":0.0003886274,"about_ca_system_score_gemma":0.0014388936,"threshold_uncertainty_score":0.99993175},"labels":[],"label_agreement":null},{"id":"W4200447731","doi":"10.2196/26439","title":"An Intelligent Individualized Cardiovascular App for Risk Elimination (iCARE) for Individuals With Coronary Heart Disease: Development and Usability Testing Analysis","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Chicago; University of Illinois at Urbana-Champaign; Capital Medical University","keywords":"Usability; Psychological intervention; mHealth; Medicine; Wearable computer; Health care; Medical emergency; Computer science; Nursing; Human–computer interaction","score_opus":0.0965598491415487,"score_gpt":0.43936386141870487,"score_spread":0.3428040122771562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200447731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93296915,0.0075480305,0.03901358,0.003741439,0.00017356574,0.014880869,0.0013743576,0.00025016666,0.00004883692],"genre_scores_gemma":[0.83704567,0.0014907544,0.11762818,0.0043647327,0.00034157778,0.036594443,0.0023772293,0.00008074347,0.00007668444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99375314,0.0012120095,0.0016152333,0.0013907615,0.00056578935,0.0014630551],"domain_scores_gemma":[0.9925385,0.002411414,0.00073262653,0.00090852147,0.0009761175,0.0024328101],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0054932446,0.000413006,0.0011595652,0.00034819587,0.0039286236,0.00004486223,0.00016750502,0.0002973978,0.000024368625],"category_scores_gemma":[0.00080234796,0.00037351513,0.00015990525,0.0011325447,0.00013983091,0.00019316075,0.00009264366,0.00059444807,0.000004148471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006122612,0.00039650034,0.754354,0.009513798,0.0003270247,0.0000013276324,0.0030485708,0.00010404246,0.0000018806887,0.0019310672,0.0005367242,0.22917281],"study_design_scores_gemma":[0.0027345186,0.00046655422,0.83758605,0.00015513286,0.0014436053,0.000004852071,0.0020225525,0.0015508077,0.0000069931434,0.0009308988,0.15276037,0.00033766904],"about_ca_topic_score_codex":0.00033660769,"about_ca_topic_score_gemma":0.0006233413,"teacher_disagreement_score":0.22883514,"about_ca_system_score_codex":0.0004334772,"about_ca_system_score_gemma":0.0056091,"threshold_uncertainty_score":0.9998717},"labels":[],"label_agreement":null},{"id":"W4200549552","doi":"10.2196/29510","title":"Demographic Imbalances Resulting From the Bring-Your-Own-Device Study Design","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; National Center for Advancing Translational Sciences; U.S. Department of Health and Human Services","keywords":"Wearable technology; Computer science; Data collection; Digital health; mHealth; Population; Wearable computer; Mobile device; Health information technology; Internet privacy; Data science; Medicine; Health care; Environmental health; World Wide Web; Statistics; Nursing; Psychological intervention; Embedded system","score_opus":0.1631261757050307,"score_gpt":0.4793185955796782,"score_spread":0.3161924198746475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200549552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93534523,0.01626936,0.00104698,0.032358173,0.0013345941,0.010867022,0.00018954939,0.00044181003,0.0021472846],"genre_scores_gemma":[0.94948304,0.009529365,0.0025697334,0.028994871,0.0018426224,0.0066993204,0.00014240558,0.00008885031,0.0006497668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99021274,0.00381741,0.00200944,0.0012323178,0.0006383824,0.0020897237],"domain_scores_gemma":[0.99118805,0.0044344193,0.0010033181,0.0013201158,0.00047389785,0.0015802287],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004565709,0.00044967403,0.0008337415,0.0001433073,0.0053927097,0.000056438246,0.00047582475,0.00035680662,0.00021611083],"category_scores_gemma":[0.0006609528,0.00034233936,0.00009369902,0.0012907243,0.00015163662,0.00017613223,0.00025362746,0.002162158,0.00023285316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006123406,0.00092658383,0.84850705,0.00241788,0.000073980395,0.00003597869,0.017328976,0.0000146820485,0.000041974512,0.0028442855,0.045132384,0.082063906],"study_design_scores_gemma":[0.0032674526,0.0003473623,0.8196754,0.00034956585,0.00013035358,0.000011233771,0.018962765,0.0003649146,0.0000040332834,0.001481218,0.15506409,0.00034163115],"about_ca_topic_score_codex":0.005930224,"about_ca_topic_score_gemma":0.0051605357,"teacher_disagreement_score":0.1099317,"about_ca_system_score_codex":0.00023524572,"about_ca_system_score_gemma":0.0043305783,"threshold_uncertainty_score":0.99990284},"labels":[],"label_agreement":null},{"id":"W4200597057","doi":"10.2196/32251","title":"Effects on Adherence to a Mobile App–Based Self-management Digital Therapeutics Among Patients With Coronary Heart Disease: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Medicine; Coronary heart disease; Digital health; Self-management; Mobile apps; Physical therapy; Internal medicine; Psychological intervention; Computer science; World Wide Web; Health care; Nursing","score_opus":0.028178653060769877,"score_gpt":0.3840995178257147,"score_spread":0.35592086476494483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200597057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878533,0.00095045456,0.00036918675,0.0034243278,0.00085293147,0.10461792,0.00017263474,0.00047848426,0.0012807183],"genre_scores_gemma":[0.77930963,0.0005422865,0.0006637985,0.029593425,0.0003407171,0.18848097,0.000263152,0.00008526734,0.0007207638],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9920672,0.0020896234,0.0019257768,0.0011845463,0.00093557785,0.0017972708],"domain_scores_gemma":[0.990708,0.0039751166,0.0008313022,0.0008609445,0.0005153021,0.0031093142],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016280714,0.0006163586,0.002152743,0.00029320555,0.0017536529,0.000061673774,0.00023491854,0.00021478483,0.00009017462],"category_scores_gemma":[0.00019754565,0.00045604561,0.0001960986,0.00067467114,0.00013522737,0.00016064626,0.00011264816,0.00094964006,0.00018059168],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96062493,0.002860773,0.014166626,0.0060142064,0.00009235412,0.000013831583,0.00037434927,0.000015480677,4.1965424e-7,0.0015507047,0.0022469265,0.012039379],"study_design_scores_gemma":[0.8836032,0.0064466433,0.08483126,0.0007400163,0.00037624963,5.5333817e-7,0.0001707094,0.00020217824,6.962954e-7,0.00023330847,0.022979695,0.00041547854],"about_ca_topic_score_codex":0.00006066666,"about_ca_topic_score_gemma":0.00003804008,"teacher_disagreement_score":0.10854372,"about_ca_system_score_codex":0.00046127915,"about_ca_system_score_gemma":0.0034184554,"threshold_uncertainty_score":0.9997891},"labels":[],"label_agreement":null},{"id":"W4205186306","doi":"10.2196/30352","title":"A Mobile App to Increase Fruit and Vegetable Acceptance Among Finnish and Polish Preschoolers: Randomized Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Randomized controlled trial; Intervention (counseling); Medicine","score_opus":0.02206530256579965,"score_gpt":0.3365922694478247,"score_spread":0.3145269668820251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205186306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894842,0.0020625235,0.000007359581,0.0012180177,0.00019328538,0.0057833605,0.000072172814,0.00010328477,0.0010757942],"genre_scores_gemma":[0.992587,0.0006101117,0.00020917674,0.0032137963,0.00052802195,0.0020407527,0.000027931617,0.00003710525,0.00074614957],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972316,0.0004978431,0.0004941857,0.00065563264,0.00044339208,0.0006773514],"domain_scores_gemma":[0.99755913,0.0003725224,0.00021858251,0.00034169946,0.000055818764,0.0014522424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012391044,0.00026704685,0.0011655085,0.0001635945,0.000545265,0.00006913612,0.000102689904,0.00008806994,0.000096012074],"category_scores_gemma":[0.00023750565,0.0002439968,0.0000814921,0.00032594314,0.00019437794,0.00022507156,0.00033905095,0.0006553554,0.0000042621136],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8228623,0.008018875,0.12366398,0.0048856842,0.00015488268,0.00005944945,0.004854085,0.000012740532,0.00006896678,0.0014141288,0.017572423,0.016432447],"study_design_scores_gemma":[0.65427595,0.004851978,0.3273672,0.00011513324,0.0003178923,0.00004474029,0.00061209087,0.00066083285,0.000020410762,0.00159991,0.00971691,0.00041699357],"about_ca_topic_score_codex":0.0026113638,"about_ca_topic_score_gemma":0.000108471526,"teacher_disagreement_score":0.2037032,"about_ca_system_score_codex":0.00015067737,"about_ca_system_score_gemma":0.00037360468,"threshold_uncertainty_score":0.99499005},"labels":[],"label_agreement":null},{"id":"W4205229759","doi":"10.2196/26563","title":"Prioritization of Quality Principles for Health Apps Using the Kano Model: Survey Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quality (philosophy); Kano model; Applied psychology; Psychology; mHealth; Test (biology); Prioritization; Medical education; Medicine; Psychological intervention; Nursing; Process management; Engineering; Business; Marketing; Service quality","score_opus":0.35745947953977886,"score_gpt":0.5670722303069452,"score_spread":0.20961275076716634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205229759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9342596,0.0025468478,0.01550821,0.011518535,0.0007663732,0.032828312,0.0021799805,0.00018660749,0.00020556725],"genre_scores_gemma":[0.96682614,0.0009037479,0.0019625416,0.010452738,0.00024608237,0.018859565,0.0003560289,0.000079255326,0.00031386997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9881943,0.005480598,0.00314195,0.00082523306,0.0007619373,0.0015959658],"domain_scores_gemma":[0.992987,0.0020301673,0.0025550004,0.0009871102,0.0004969251,0.00094380375],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.019045938,0.0003240084,0.0009899903,0.00025186109,0.008463981,0.000011666921,0.00044935526,0.0001419905,0.000048844293],"category_scores_gemma":[0.00041880173,0.00027263255,0.000088290326,0.0009155776,0.00012884321,0.00010727228,0.00033454536,0.0011702311,0.000002275398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045590764,0.0044378676,0.7377982,0.030335678,0.00008875859,7.0037646e-7,0.043572113,0.008664313,0.000031634463,0.1072781,0.021845305,0.041388206],"study_design_scores_gemma":[0.007131905,0.002678464,0.8357112,0.00014863585,0.00009423815,0.00000664368,0.022047013,0.068455026,0.0000012103944,0.0026407356,0.060526725,0.0005582185],"about_ca_topic_score_codex":0.007936804,"about_ca_topic_score_gemma":0.0043273442,"teacher_disagreement_score":0.10463737,"about_ca_system_score_codex":0.0009281591,"about_ca_system_score_gemma":0.009437647,"threshold_uncertainty_score":0.9999726},"labels":[],"label_agreement":null},{"id":"W4205237780","doi":"10.2196/33189","title":"Exploring and Characterizing Patient Multibehavior Engagement Trails and Patient Behavior Preference Patterns in Pathway-Based mHealth Hypertension Self-Management: Analysis of Use Data","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Guangxi Key Research and Development Program; Key Research and Development Program of Ningxia; Ningxia Medical University","keywords":"mHealth; Preference; Self-management; Task (project management); Psychology; Medicine; Computer science; Statistics; Nursing; Artificial intelligence; Psychological intervention","score_opus":0.4003922713423302,"score_gpt":0.43468710269425986,"score_spread":0.03429483135192968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205237780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900397,0.0012051146,0.000098975586,0.0012084072,0.0002873564,0.0057178163,0.001297846,0.00011682418,0.000027962162],"genre_scores_gemma":[0.96411884,0.020028196,0.0036673646,0.0040135183,0.0000450058,0.0069726426,0.0010909989,0.00005526078,0.000008167181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9926939,0.0013318062,0.002387322,0.0015532059,0.0005621908,0.0014715492],"domain_scores_gemma":[0.9949799,0.0007756309,0.0010862282,0.0014173436,0.00028057606,0.00146031],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001416823,0.0004687638,0.0012093809,0.0009134972,0.001159526,0.000037850237,0.00022402525,0.00024933717,0.000041940664],"category_scores_gemma":[0.00010636558,0.00046001136,0.00006208316,0.0012178024,0.0000798916,0.00056093046,0.00056174636,0.0010626408,0.0000031075035],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028384136,0.0016316056,0.57524365,0.011100015,0.000075211785,0.00006183208,0.00931069,0.0000070670553,0.00015195418,0.00055491214,0.000073765856,0.40150544],"study_design_scores_gemma":[0.0022826658,0.00037020308,0.98123014,0.0007376221,0.0006660518,0.0000052688088,0.0046478217,0.0021240655,0.000023422663,0.0000057298107,0.007587403,0.00031959414],"about_ca_topic_score_codex":0.0022004365,"about_ca_topic_score_gemma":0.0022667756,"teacher_disagreement_score":0.4059865,"about_ca_system_score_codex":0.0003182171,"about_ca_system_score_gemma":0.001182886,"threshold_uncertainty_score":0.9997852},"labels":[],"label_agreement":null},{"id":"W4205245176","doi":"10.2196/32212","title":"Web-Based Versus Print-Based Physical Activity Intervention for Community-Dwelling Older Adults: Crossover Randomized Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Web application; Crossover study; Gerontology; Intervention (counseling); German; Physical therapy; Medicine; Physical activity; Psychology; World Wide Web; Computer science; Alternative medicine; Nursing; Internal medicine; History","score_opus":0.08820442245419505,"score_gpt":0.43004953115613487,"score_spread":0.34184510870193985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205245176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856102,0.00014039915,0.0040835054,0.005283083,0.0005318585,0.003954322,0.00008273151,0.00013141014,0.00018253061],"genre_scores_gemma":[0.9960344,0.000061065555,0.00064481015,0.001516313,0.0007385902,0.0006808233,0.0002145261,0.00004060049,0.00006890352],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967199,0.0012031773,0.0005186749,0.00048031565,0.00037172847,0.0007062225],"domain_scores_gemma":[0.995238,0.0029444974,0.00039378187,0.00047704435,0.00024696672,0.0006997163],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014658783,0.0003013416,0.0014401807,0.00010928329,0.00071687694,0.000052177016,0.0000900634,0.00019636798,0.000031139614],"category_scores_gemma":[0.00058583176,0.00026346341,0.00053131685,0.00025761873,0.00021511439,0.00015133212,0.0000412178,0.0011586554,0.000007771582],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9521565,0.012361571,0.000035042736,0.008457528,0.000051024497,0.0000042858846,0.0006040962,0.000009493838,0.00007174208,0.0005615028,0.00019230024,0.025494946],"study_design_scores_gemma":[0.9512216,0.004451356,0.0016940024,0.0007858092,0.00028783182,0.0000023173889,0.00020263712,0.039042607,0.0010092478,0.00025937732,0.0008182717,0.00022495197],"about_ca_topic_score_codex":0.00046786724,"about_ca_topic_score_gemma":0.00018452728,"teacher_disagreement_score":0.03903311,"about_ca_system_score_codex":0.00029662522,"about_ca_system_score_gemma":0.0018320773,"threshold_uncertainty_score":0.99998176},"labels":[],"label_agreement":null},{"id":"W4205280668","doi":"10.2196/30976","title":"The Efficacy of “Foundations,” a Digital Mental Health App to Improve Mental Well-being During COVID-19: Proof-of-Principle Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mental health; mHealth; Digital health; Mobile apps; Telehealth; Telemedicine","score_opus":0.03216423111853025,"score_gpt":0.43219682003436294,"score_spread":0.4000325889158327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205280668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443912,0.0022654666,0.00027113405,0.026572376,0.0036893887,0.018275084,0.0003433899,0.00009726944,0.0040946933],"genre_scores_gemma":[0.99249923,0.00011777656,0.00015992242,0.0018031284,0.00022526771,0.002054425,0.00016811097,0.000046667326,0.0029254823],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9936275,0.0010494224,0.0030273395,0.0007064066,0.0005604661,0.0010288879],"domain_scores_gemma":[0.994641,0.0016488117,0.001509393,0.0006115913,0.00013168112,0.0014575449],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027849786,0.00035142174,0.001772874,0.00024532832,0.0011525207,0.00012785474,0.000284839,0.00011947067,0.0001383892],"category_scores_gemma":[0.0010417615,0.0002720677,0.000511973,0.00048027164,0.00034653314,0.00021537303,0.00022031897,0.00034252496,0.000025528047],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93048674,0.0034620382,0.0001692681,0.0018761837,0.00031057894,0.000006517921,0.0073414925,0.0000034469465,0.000014969514,0.035079483,0.0014056407,0.019843616],"study_design_scores_gemma":[0.9836897,0.002543939,0.000921039,0.00025657692,0.000070306334,0.000058028385,0.0020935214,0.00007213486,0.00014945712,0.0013296902,0.008552919,0.00026265404],"about_ca_topic_score_codex":0.000352822,"about_ca_topic_score_gemma":0.00016240691,"teacher_disagreement_score":0.053202964,"about_ca_system_score_codex":0.0006263247,"about_ca_system_score_gemma":0.0019805615,"threshold_uncertainty_score":0.9999732},"labels":[],"label_agreement":null},{"id":"W4205416554","doi":"10.2196/28886","title":"Effectiveness of a Step Counter Smartband and Midwife Counseling Intervention on Gestational Weight Gain and Physical Activity in Pregnant Women With Obesity (Pas and Pes Study): Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Physical activity; Medicine; Intervention (counseling); Physical therapy; Weight gain; Obesity; Telephone counseling; Pregnancy; Obstetrics; Family medicine; Body weight; Nursing; Internal medicine","score_opus":0.020838760298008695,"score_gpt":0.3558561313331642,"score_spread":0.3350173710351555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205416554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925491,0.0007608903,0.00013835296,0.0004231732,0.000029986091,0.0060417876,0.000016462633,0.000007504724,0.000032698546],"genre_scores_gemma":[0.9975671,0.0012422049,0.00005291801,0.00007541147,0.000032613796,0.0009551987,0.000017324526,0.000008970419,0.000048223188],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973903,0.0012775682,0.00030882328,0.00035333753,0.0003910917,0.00027890003],"domain_scores_gemma":[0.9976381,0.0017029991,0.00016878534,0.00008741851,0.00014367257,0.0002590012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002623412,0.00015538871,0.0010540924,0.000148158,0.000093799696,0.00003017659,0.000017647177,0.000038154307,0.000004308701],"category_scores_gemma":[0.00021939496,0.00010622141,0.000034229117,0.00010797204,0.00014473952,0.00008751133,0.000029393708,0.00019148909,1.3583148e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96879554,0.003334584,0.011600807,0.0069908667,0.00020361326,0.000031965355,0.0025395667,0.0000044486087,0.000056634213,0.0004846713,0.000006532124,0.00595079],"study_design_scores_gemma":[0.61934316,0.004360761,0.37239972,0.0007783233,0.00010055684,0.0000049829805,0.0007607836,0.0019699428,0.000019152563,0.00018505074,0.000007280141,0.00007032159],"about_ca_topic_score_codex":0.0001277013,"about_ca_topic_score_gemma":0.00011474682,"teacher_disagreement_score":0.3607989,"about_ca_system_score_codex":0.000093766714,"about_ca_system_score_gemma":0.00024575405,"threshold_uncertainty_score":0.43315834},"labels":[],"label_agreement":null},{"id":"W4205417097","doi":"10.2196/29171","title":"An Educational and Exercise Mobile Phone–Based Intervention to Elicit Electrophysiological Changes and to Improve Psychological Functioning in Adults With Nonspecific Chronic Low Back Pain (BackFit App): Nonrandomized Clinical Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Physical therapy; Mood; Anxiety; Quality of life (healthcare); Cognition; Medicine; Pain catastrophizing; Physical medicine and rehabilitation; Intervention (counseling); Chronic pain; Psychology; Clinical psychology; Psychiatry","score_opus":0.031244517851836007,"score_gpt":0.39758099032303096,"score_spread":0.36633647247119494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205417097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893812,0.0005439523,0.00033243105,0.0036200192,0.00023892467,0.0058183405,0.000014407964,0.000034955265,0.00001574931],"genre_scores_gemma":[0.9925103,0.0003100943,0.0012280084,0.0021583324,0.00048728212,0.003067956,0.0001620809,0.000019683794,0.0000562466],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99679846,0.001054881,0.00065488095,0.00080686033,0.00025141123,0.00043348921],"domain_scores_gemma":[0.99833024,0.00050578907,0.00017293247,0.00023330802,0.000064598775,0.00069310644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028403394,0.00021072761,0.00063909136,0.00023628195,0.00024932722,0.000024926328,0.000060872593,0.00012552644,0.00022751254],"category_scores_gemma":[0.00015811245,0.00015687161,0.00006847979,0.0003637092,0.00010988573,0.000051225514,0.000037433896,0.0005084166,0.000006088014],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6237581,0.0057154275,0.0042146207,0.0045499774,0.000018584484,0.0000038995745,0.0012477769,0.000080933685,0.0017922738,0.000048258815,0.0008635287,0.35770664],"study_design_scores_gemma":[0.23873362,0.20682299,0.5440785,0.0010531796,0.000054262062,0.000016331649,0.0018229007,0.006206223,0.000011912194,0.0001085153,0.00060317875,0.000488328],"about_ca_topic_score_codex":0.00009797791,"about_ca_topic_score_gemma":0.00015472606,"teacher_disagreement_score":0.53986394,"about_ca_system_score_codex":0.00020682471,"about_ca_system_score_gemma":0.00022407343,"threshold_uncertainty_score":0.6397038},"labels":[],"label_agreement":null},{"id":"W4205463709","doi":"10.2196/31497","title":"Defining the Enablers and Barriers to the Implementation of Large-scale, Health Care–Related Mobile Technology: Qualitative Case Study in a Tertiary Hospital Setting","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Imperial College Healthcare NHS Trust; Imperial College London; National Institute for Health and Care Research","keywords":"General partnership; Thematic analysis; Transparency (behavior); Health care; Qualitative research; Scale (ratio); Software deployment; Nursing; Business; Knowledge management; Public relations; Medicine; Process management; Computer science; Sociology; Political science","score_opus":0.022750172602452226,"score_gpt":0.47595904041618,"score_spread":0.45320886781372777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205463709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9301403,0.0103637185,0.000047832567,0.046295766,0.00027281514,0.01246262,0.000261075,0.000083493476,0.00007237143],"genre_scores_gemma":[0.9726696,0.0011965783,0.0006397796,0.011073537,0.0000649974,0.0142226415,0.000066852466,0.000043080458,0.000022907316],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99225265,0.002950433,0.0020601926,0.00080005283,0.0003439325,0.0015927511],"domain_scores_gemma":[0.9957474,0.0011308829,0.00093501725,0.00068583596,0.00032144805,0.0011794374],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055939523,0.00031021083,0.00065845286,0.00036783662,0.0038314767,0.000017648628,0.00020185085,0.00023179692,0.000055469834],"category_scores_gemma":[0.00027037386,0.00022454454,0.00004497762,0.0016137423,0.00016138527,0.00011544943,0.00028061995,0.0014363246,0.000009478574],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052557618,0.00016527923,0.26491648,0.0022509817,0.000020675148,0.00003550355,0.68070763,0.000008202937,0.0000012900585,0.002665299,0.002117238,0.047058877],"study_design_scores_gemma":[0.0023397368,0.0008323395,0.07528968,0.00017139706,0.00003280812,0.00006911214,0.9132735,0.000055726316,0.0000026908738,0.00014448796,0.0076305,0.00015798442],"about_ca_topic_score_codex":0.008287465,"about_ca_topic_score_gemma":0.04260441,"teacher_disagreement_score":0.23256592,"about_ca_system_score_codex":0.0004896885,"about_ca_system_score_gemma":0.0063969325,"threshold_uncertainty_score":0.99923587},"labels":[],"label_agreement":null},{"id":"W4205647610","doi":"10.2196/31327","title":"Personalization of Intervention Timing for Physical Activity: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Personalization; Intervention (counseling); mHealth; Physical activity; Psychology; Medicine; Computer science; Gerontology; Psychological intervention; Applied psychology; Physical therapy; World Wide Web; Nursing","score_opus":0.18867794455579365,"score_gpt":0.49462322937927633,"score_spread":0.3059452848234827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205647610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828057,0.005382257,0.0015286757,0.0073161297,0.00008773446,0.0026522644,0.00004307602,0.000038179518,0.00014595831],"genre_scores_gemma":[0.9950857,0.00253666,0.00015079365,0.0016041789,0.00015661247,0.00034093263,0.00005223312,0.000014143211,0.000058727448],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99893636,0.00012658496,0.00023008772,0.00022447457,0.0002320247,0.00025049635],"domain_scores_gemma":[0.9992438,0.00012445798,0.00026674342,0.00011587775,0.000052093048,0.00019703047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004758509,0.00009050332,0.00050893344,0.000064795044,0.00029770652,0.0000031626796,0.00003408001,0.000022156795,0.00003008641],"category_scores_gemma":[0.000047914225,0.000087378176,0.00010626692,0.00019245518,0.000031317108,0.00008499946,0.000040340165,0.0002198242,7.0841963e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022797235,0.005831699,0.00092387485,0.66093475,0.000037157257,0.0000022582906,0.0024012504,0.000004947453,0.00074262003,0.0047453186,0.0020172128,0.32007918],"study_design_scores_gemma":[0.050184034,0.1290365,0.1990327,0.44873288,0.004673754,0.0006278423,0.0051748115,0.12295633,0.004262644,0.011290049,0.020815387,0.0032130515],"about_ca_topic_score_codex":0.000066544926,"about_ca_topic_score_gemma":0.00000856248,"teacher_disagreement_score":0.31686613,"about_ca_system_score_codex":0.00013696862,"about_ca_system_score_gemma":0.00040175286,"threshold_uncertainty_score":0.35631785},"labels":[],"label_agreement":null},{"id":"W4205649270","doi":"10.2196/32104","title":"User Control of Personal mHealth Data Using a Mobile Blockchain App: Design Science Perspective","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Health Insurance Portability and Accountability Act; Computer science; Android (operating system); Blockchain; Information privacy; Software portability; Computer security; Health care; World Wide Web; Internet privacy; Confidentiality; Operating system","score_opus":0.06467504716750311,"score_gpt":0.37153089699583797,"score_spread":0.30685584982833486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205649270","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33222458,0.007940626,0.65243655,0.0057411348,0.00016130555,0.0011055956,0.00009835988,0.00020737844,0.000084474326],"genre_scores_gemma":[0.93352205,0.00037751457,0.06474893,0.001183653,0.00006457802,0.00007170797,0.0000042328893,0.000011600567,0.000015721263],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99682957,0.00024741556,0.00049428205,0.0011808502,0.00046568492,0.00078221696],"domain_scores_gemma":[0.9969681,0.00022032275,0.00033765417,0.001473445,0.00052876736,0.00047172754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023981156,0.0002041286,0.00043944127,0.00028027646,0.00086152565,0.00006810097,0.0013327943,0.00015349932,0.00000783169],"category_scores_gemma":[0.00011945492,0.00019974886,0.000035938396,0.0016450284,0.0006567092,0.00024915612,0.0006126763,0.0004438565,0.0000028948052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001936973,0.002086759,0.0044170152,0.0014151521,0.00007954393,0.000055898123,0.016934419,0.00041586685,0.0028961396,0.87826735,0.0011383599,0.09209977],"study_design_scores_gemma":[0.0019687212,0.0005537219,0.005802386,0.00008121628,0.00005784628,0.00023899337,0.0031902394,0.9749864,0.00078761665,0.010264673,0.0016451702,0.00042303844],"about_ca_topic_score_codex":0.00038012277,"about_ca_topic_score_gemma":0.00004084095,"teacher_disagreement_score":0.9745705,"about_ca_system_score_codex":0.0002562521,"about_ca_system_score_gemma":0.0044448287,"threshold_uncertainty_score":0.8145522},"labels":[],"label_agreement":null},{"id":"W4205819643","doi":"10.2196/30583","title":"Investigating When, Which, and Why Users Stop Using a Digital Health Intervention to Promote an Active Lifestyle: Secondary Analysis With A Focus on Health Action Process Approach–Based Psychological Determinants","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Focus (optics); Psychology; Digital health; mHealth; Action (physics); Applied psychology; Health promotion; Process (computing); Psychological intervention; Medicine; Computer science; Public health; Nursing; Health care; Psychiatry; Political science","score_opus":0.12303628392237827,"score_gpt":0.4440357201690043,"score_spread":0.320999436246626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205819643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97802556,0.00015442325,0.0033597497,0.01638009,0.000048297217,0.0017158132,0.00012472308,0.0001238192,0.00006753811],"genre_scores_gemma":[0.9796056,0.000076995275,0.0051582106,0.014601298,0.0001724209,0.00011588725,0.00021197292,0.000048586124,0.000008991389],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99573165,0.00054368534,0.0008156193,0.0013102202,0.00057062134,0.0010282262],"domain_scores_gemma":[0.99577016,0.00009958047,0.00072322914,0.00043982785,0.00027710217,0.0026900964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00082301884,0.00043136557,0.0013404357,0.00046378767,0.0007751677,0.00013905673,0.000087755536,0.00018679349,0.0000085115435],"category_scores_gemma":[0.00016048677,0.00036014876,0.000100547215,0.0015770845,0.00013125033,0.0006331941,0.00004469159,0.0010510772,0.0000012302613],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049780402,0.010386935,0.036284283,0.017603425,0.00027094406,0.000040585193,0.016276836,0.000181507,0.00011252109,0.0001476835,0.00020488178,0.91351235],"study_design_scores_gemma":[0.015615424,0.06566714,0.8353292,0.005129065,0.0008247491,0.00080866396,0.013409662,0.058643993,0.0006546079,0.00208607,0.0003182741,0.0015131801],"about_ca_topic_score_codex":0.00092855457,"about_ca_topic_score_gemma":0.002004187,"teacher_disagreement_score":0.91199917,"about_ca_system_score_codex":0.0005724424,"about_ca_system_score_gemma":0.0025517875,"threshold_uncertainty_score":0.999885},"labels":[],"label_agreement":null},{"id":"W4205890882","doi":"10.2196/31048","title":"Standardized Integration of Person-Generated Data Into Routine Clinical Care","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; University of California, San Francisco; Agency for Healthcare Research and Quality; Mount Zion Health Fund","keywords":"Workflow; Pipeline (software); Computer science; Metadata; Flexibility (engineering); Health care; Data integration; Consistency (knowledge bases); mHealth; Data science; Database; World Wide Web; Artificial intelligence; Operating system","score_opus":0.20388088152684752,"score_gpt":0.5107265019195695,"score_spread":0.30684562039272195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205890882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98112804,0.0064448374,0.0011660899,0.009655871,0.00035635833,0.0007069487,0.00016786794,0.000056381396,0.00031758178],"genre_scores_gemma":[0.9787398,0.0035232196,0.0088308845,0.0039894274,0.00054925797,0.00001877489,0.004258377,0.000021656884,0.00006862972],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974603,0.00030948024,0.0010026604,0.00050697743,0.00037717546,0.00034340762],"domain_scores_gemma":[0.99778104,0.00012571189,0.0003523118,0.00062317104,0.0005397966,0.0005779864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009936559,0.00015868893,0.0006425943,0.00011511836,0.00016873798,0.00001115227,0.00008643998,0.00012907981,0.00010169104],"category_scores_gemma":[0.00038230617,0.00013246869,0.000046334993,0.00039064625,0.00008699002,0.000111748246,0.00006407983,0.00036483476,0.0000032573832],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018330205,0.00042645703,0.2134886,0.007675831,0.00008627783,0.000056497105,0.012806717,3.6574556e-7,0.00079994206,0.0008810448,0.031061754,0.7308835],"study_design_scores_gemma":[0.022918828,0.0048387707,0.85848653,0.0006804453,0.00067857624,0.00015375578,0.05412948,0.0016454125,0.0015252631,0.00013202624,0.054449257,0.00036166486],"about_ca_topic_score_codex":0.00063681445,"about_ca_topic_score_gemma":0.0007688666,"teacher_disagreement_score":0.73052186,"about_ca_system_score_codex":0.00012252106,"about_ca_system_score_gemma":0.002466556,"threshold_uncertainty_score":0.54019165},"labels":[],"label_agreement":null},{"id":"W4205927553","doi":"10.2196/30682","title":"Promoting Physical Activity and Weight Loss With mHealth Interventions Among Workers: Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; CINAHL; Medicine; Randomized controlled trial; Cochrane Library; Meta-analysis; Weight loss; Health promotion; Behavior change methods; Subgroup analysis; Gerontology; Physical therapy; Public health; Nursing; Obesity; Internal medicine","score_opus":0.27076246176784013,"score_gpt":0.496551269948738,"score_spread":0.22578880818089786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205927553","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002819792,0.96313757,0.000030383377,0.001701663,0.000032563887,0.03190259,0.00026687805,0.00005727086,0.000051308354],"genre_scores_gemma":[0.0125983935,0.9779136,0.00006009116,0.0003654088,0.000099241464,0.008609999,0.0001326005,0.00006990859,0.00015074975],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.97828096,0.014162002,0.0047351215,0.0011463696,0.00089273084,0.0007828416],"domain_scores_gemma":[0.9758726,0.012456613,0.009518924,0.0007754183,0.00016185729,0.0012146323],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.02092529,0.0010097992,0.08710736,0.000904695,0.00045425817,0.000047932885,0.00016691862,0.00025778945,0.00009756301],"category_scores_gemma":[0.0024695054,0.0005170576,0.007695547,0.0014622066,0.0005219553,0.00020412692,0.00015058083,0.0016130852,9.1943434e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005669087,0.0012486115,0.0000045813667,0.87515074,0.10819343,0.000008028101,0.0006029119,4.1125357e-8,1.0875976e-8,0.0001641909,0.000015608324,0.0089427605],"study_design_scores_gemma":[0.030126749,0.0009036873,0.00004773981,0.08994344,0.8780339,0.000052853848,0.00004668788,0.00014189906,3.008163e-8,0.000046172852,0.00035189194,0.00030497165],"about_ca_topic_score_codex":0.0003549206,"about_ca_topic_score_gemma":0.000086396336,"teacher_disagreement_score":0.78520733,"about_ca_system_score_codex":0.00025978935,"about_ca_system_score_gemma":0.0014554914,"threshold_uncertainty_score":0.9997281},"labels":[],"label_agreement":null},{"id":"W4205938401","doi":"10.2196/26239","title":"Correction: COVID-19 Contact Tracing Apps: A Technologic Tower of Babel and the Gap for International Pandemic Control","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Contact tracing; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Tower of Babel; Computer science; Medicine; Virology; Geography; Infectious disease (medical specialty); Outbreak","score_opus":0.08481118188941096,"score_gpt":0.37216875900523594,"score_spread":0.287357577115825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205938401","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069083184,0.0027452346,0.79787445,0.12550798,0.0011384691,0.0025629192,0.00005693358,0.00045421394,0.0005766062],"genre_scores_gemma":[0.97323525,0.00027494185,0.00066658284,0.025516462,0.00012721679,0.00013713252,0.000003405375,0.000008376226,0.000030636453],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983958,0.00008307441,0.0005019219,0.0004566137,0.00022172197,0.00034085967],"domain_scores_gemma":[0.99744797,0.001477386,0.00032811187,0.00022192749,0.00011640828,0.00040822793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084756676,0.00016449616,0.00038413142,0.00010199538,0.0002719172,0.000109036584,0.00042120455,0.0000980946,0.0000044652766],"category_scores_gemma":[0.0011725164,0.00012081268,0.00006639922,0.0002531971,0.00011583778,0.0003367522,0.00011013213,0.0002830228,9.3027427e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010425637,0.0005524664,0.07390224,0.010424506,0.00033023738,0.000036368237,0.03922323,0.00049687934,0.000734044,0.3610743,0.022088572,0.48071152],"study_design_scores_gemma":[0.04869046,0.004609977,0.032302722,0.0005985965,0.00017445441,0.00031523482,0.0033360627,0.8215088,0.00013824715,0.022498636,0.06466486,0.0011619331],"about_ca_topic_score_codex":0.00016223399,"about_ca_topic_score_gemma":0.00006218253,"teacher_disagreement_score":0.90415204,"about_ca_system_score_codex":0.00014502826,"about_ca_system_score_gemma":0.00063952256,"threshold_uncertainty_score":0.4926598},"labels":[],"label_agreement":null},{"id":"W4205991963","doi":"10.2196/30272","title":"Effects of a Mindfulness App on Employee Stress in an Australian Public Sector Workforce: Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Menzies Institute for Medical Research; University of Tasmania","keywords":"Mindfulness; Randomized controlled trial; Mental health; Psychology; Workforce; Psychological intervention; Applied psychology; Clinical psychology; Medicine; Psychiatry","score_opus":0.06604274611840784,"score_gpt":0.4069228045163376,"score_spread":0.3408800583979298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205991963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908322,0.0004010325,0.00074060576,0.0013137776,0.0017137678,0.0039769425,0.000036736157,0.000044003904,0.0009409147],"genre_scores_gemma":[0.98209876,0.000005244499,0.000017711607,0.00029233337,0.00027818859,0.015007668,0.000037265905,0.00002724967,0.0022355763],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9944776,0.0026612664,0.0013249572,0.00056117703,0.00030130986,0.000673667],"domain_scores_gemma":[0.9971425,0.001187614,0.00054889487,0.0004373081,0.00012651611,0.00055715087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012704014,0.0002776252,0.0018715822,0.00036852199,0.00015658268,0.000055950062,0.00018362544,0.00025844807,0.00221292],"category_scores_gemma":[0.0002038105,0.00021701581,0.00033822784,0.0004370572,0.00011605248,0.000086221226,0.000031756175,0.00045856478,0.000014895733],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8616291,0.0035338248,0.0010628144,0.0010966732,0.00010112897,0.000065563705,0.0009641531,0.0000025094014,0.0000031235838,0.11194536,0.002100397,0.017495347],"study_design_scores_gemma":[0.9860815,0.0012755588,0.0075553856,0.00040851405,0.00010272281,0.000008085419,0.0007813454,0.000044198474,0.00034078798,0.0028554176,0.0003305859,0.00021588951],"about_ca_topic_score_codex":0.00021077604,"about_ca_topic_score_gemma":0.00031922158,"teacher_disagreement_score":0.124452405,"about_ca_system_score_codex":0.00006168531,"about_ca_system_score_gemma":0.00037286818,"threshold_uncertainty_score":0.9986992},"labels":[],"label_agreement":null},{"id":"W4206024210","doi":"10.2196/31309","title":"Smartphone Apps for Vaping Cessation: Quality Assessment and Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Institutes of Health Research; Centre for Addiction and Mental Health; Ontario Tobacco Research Unit; University of Toronto","funders":"Health Canada","keywords":"Smoking cessation; Medicine; mHealth; Psychological intervention; Inter-rater reliability; Intraclass correlation; Electronic cigarette; Family medicine; Rating scale; Psychology; Nursing; Clinical psychology; Psychometrics","score_opus":0.25682475496527346,"score_gpt":0.4794503304357517,"score_spread":0.22262557547047823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206024210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99171686,0.00040145768,0.0018345634,0.004826326,0.00016975096,0.0008163201,0.00006588879,0.000047328253,0.00012151596],"genre_scores_gemma":[0.9963999,0.00019903402,0.0004191012,0.0019278103,0.000081367914,0.00046652026,0.0003467856,0.000011341852,0.00014815453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984694,0.00014876778,0.00042899844,0.00032753666,0.00035032773,0.00027497456],"domain_scores_gemma":[0.9991048,0.00011312846,0.00022850168,0.00018800171,0.00008262202,0.00028292218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014284466,0.000109784516,0.0003871968,0.00020283462,0.000648584,0.00002268165,0.00003336072,0.00004592743,0.00008192093],"category_scores_gemma":[0.000016760305,0.000103952996,0.00006881464,0.0003813656,0.000034768338,0.00005159318,0.000036438734,0.00021926472,1.1461387e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028185692,0.00022011719,0.96667486,0.000878521,0.00008520799,0.0000017080063,0.0012614118,0.000007743867,0.00006426777,0.0019065043,0.00038708895,0.028230678],"study_design_scores_gemma":[0.002078506,0.00048419982,0.9919272,0.000012281088,0.0006075332,0.00001116376,0.0029106892,0.0005211167,0.000008335909,0.00012395506,0.0012200748,0.00009492946],"about_ca_topic_score_codex":0.00047579396,"about_ca_topic_score_gemma":0.000041043735,"teacher_disagreement_score":0.028135749,"about_ca_system_score_codex":0.0002992989,"about_ca_system_score_gemma":0.00030434717,"threshold_uncertainty_score":0.49884492},"labels":[],"label_agreement":null},{"id":"W4206024721","doi":"10.2196/23663","title":"A Mobile App (FallSA) to Identify Fall Risk Among Malaysian Community-Dwelling Older Persons: Development and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Gerontology; Mobile apps; Mobile phone; Psychology; Medicine; Computer science; World Wide Web; Telecommunications","score_opus":0.06637165422556021,"score_gpt":0.4315489232789715,"score_spread":0.3651772690534113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206024721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935635,0.0009841286,0.0005999102,0.0002850896,0.00043004839,0.0033794574,0.000038156348,0.00015214013,0.0005675945],"genre_scores_gemma":[0.9933418,0.0010114807,0.0016770269,0.0012269134,0.00020626151,0.0011342678,0.00016172444,0.000047818834,0.0011927026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9941978,0.0029168185,0.0010069623,0.0005881193,0.00037668226,0.00091361674],"domain_scores_gemma":[0.99763507,0.0003345928,0.00048347432,0.0005142472,0.00019604056,0.00083659834],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033657039,0.00030350342,0.0005445745,0.00021617592,0.0035520615,0.00006672941,0.00016777177,0.00025436748,0.00002002137],"category_scores_gemma":[0.00009080111,0.00030406247,0.000047114514,0.00042856619,0.000053671392,0.00023644937,0.00025787976,0.0015810791,0.00007652839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009263574,0.001514185,0.84562385,0.0029004274,0.000049982104,0.00001028055,0.12938455,0.0000028282536,0.00006300968,0.00007526216,0.0012607061,0.019022292],"study_design_scores_gemma":[0.0019071456,0.00034325648,0.9206904,0.00044673248,0.00007062005,0.0000039747356,0.072590165,0.00010462956,0.000003171164,0.00012592753,0.0034613647,0.00025260693],"about_ca_topic_score_codex":0.0022909301,"about_ca_topic_score_gemma":0.0051035495,"teacher_disagreement_score":0.07506656,"about_ca_system_score_codex":0.00025836134,"about_ca_system_score_gemma":0.00071480096,"threshold_uncertainty_score":0.9999412},"labels":[],"label_agreement":null},{"id":"W4206048551","doi":"10.2196/30557","title":"Enabling Research and Clinical Use of Patient-Generated Health Data (the mindLAMP Platform): Digital Phenotyping Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Health care; Computer science; Digital health; Wearable technology; mHealth; Data science; Human–computer interaction; Embedded system","score_opus":0.5141325177443964,"score_gpt":0.5638354228083599,"score_spread":0.049702905063963465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206048551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888652,0.002080544,0.000013715132,0.0040710634,0.0009729846,0.0027504226,0.00097556296,0.000047983358,0.00022254659],"genre_scores_gemma":[0.997499,0.00008560717,0.000076521465,0.0011752653,0.00012837794,0.00022366965,0.0003572983,0.00004070739,0.0004135486],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9939986,0.0013929313,0.0018674538,0.00095008384,0.0007019122,0.0010890506],"domain_scores_gemma":[0.9960955,0.0011916697,0.0006626701,0.0012065568,0.00012712859,0.0007165027],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005162498,0.00020960359,0.0005313757,0.00031184935,0.0016987296,0.00016826036,0.00052676373,0.00007168652,0.00007832338],"category_scores_gemma":[0.00018020452,0.00017705356,0.00004846837,0.0007911145,0.00037519654,0.0005681329,0.0013791552,0.0012208285,0.000014803901],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020876843,0.011225536,0.10063076,0.00094560697,0.00015345139,0.00002598507,0.012597355,0.0000047350522,4.2990706e-7,0.005444774,0.023347862,0.84353584],"study_design_scores_gemma":[0.011625846,0.085384116,0.57118964,0.00050415617,0.0001194953,0.00036090208,0.13978724,0.0019284951,0.0000022622387,0.0034589635,0.18458293,0.0010559469],"about_ca_topic_score_codex":0.002395641,"about_ca_topic_score_gemma":0.00058550196,"teacher_disagreement_score":0.8424799,"about_ca_system_score_codex":0.00022666706,"about_ca_system_score_gemma":0.0006497356,"threshold_uncertainty_score":0.99960095},"labels":[],"label_agreement":null},{"id":"W4206160964","doi":"10.2196/33168","title":"The Quality of Health Apps and Their Potential to Promote Behavior Change in Patients With a Chronic Condition or Multimorbidity: Systematic Search in App Store and Google Play","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Region Sjælland; Danske Fysioterapeuter; European Commission","keywords":"Quality (philosophy); Mobile apps; mHealth; Internet privacy; Computer science; World Wide Web; Psychology; Medicine; Nursing; Psychological intervention","score_opus":0.12733342729747812,"score_gpt":0.4849114511246945,"score_spread":0.3575780238272164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206160964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96677625,0.0051544975,0.00006416089,0.004705324,0.00016256854,0.022784906,0.00029846345,0.00004154051,0.000012282952],"genre_scores_gemma":[0.9726995,0.0039689587,0.00023152209,0.0018825111,0.000105139865,0.02085597,0.00016295223,0.000040717732,0.000052713047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99279356,0.0025393981,0.0020978735,0.00073361123,0.00043506222,0.0014005153],"domain_scores_gemma":[0.9964935,0.0007280596,0.00086290244,0.00056385464,0.0002805984,0.0010710644],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004292593,0.00031954492,0.0011503791,0.00027496816,0.0013527615,0.00002155238,0.00014157685,0.00024469564,0.000019811889],"category_scores_gemma":[0.0001504305,0.00020702496,0.000027766295,0.000742351,0.00015920868,0.00014679758,0.00015607454,0.00094027515,0.0000050069366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017850881,0.001289361,0.62826127,0.21335602,0.000020572377,0.0000073888455,0.023567444,0.0000036229205,0.000019906447,0.0020757753,0.00024660045,0.12936696],"study_design_scores_gemma":[0.0044822316,0.0010446105,0.98630124,0.0040000994,0.000014500434,0.0000059338918,0.0029788655,0.0002447972,0.0000018560918,0.00003881539,0.0007096873,0.00017733597],"about_ca_topic_score_codex":0.005049903,"about_ca_topic_score_gemma":0.02975731,"teacher_disagreement_score":0.35804,"about_ca_system_score_codex":0.00072212395,"about_ca_system_score_gemma":0.0036182653,"threshold_uncertainty_score":0.99994737},"labels":[],"label_agreement":null},{"id":"W4206198061","doi":"10.2196/25586","title":"Dose–Response Effects of Patient Engagement on Health Outcomes in an mHealth Intervention: Secondary Analysis of a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychosocial; Randomized controlled trial; Psychological intervention; Intervention (counseling); Medicine; Quality of life (healthcare); Cluster (spacecraft); Clinical psychology; Physical therapy; Psychology; Psychiatry; Nursing","score_opus":0.04621692558525384,"score_gpt":0.4630602659477368,"score_spread":0.41684334036248294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206198061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9414942,0.0028677913,0.00008012993,0.0067036035,0.0013335522,0.046890788,0.00031743644,0.00009498857,0.00021748082],"genre_scores_gemma":[0.919029,0.001769041,0.00023762119,0.009165763,0.00008731157,0.06926114,0.00025717754,0.00005621434,0.00013672335],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9566919,0.031904925,0.007453327,0.0010515031,0.001212463,0.0016858773],"domain_scores_gemma":[0.97863376,0.01242624,0.005963455,0.0011465403,0.0002660142,0.0015639837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.027083717,0.000558624,0.006841129,0.0029756825,0.0018684953,0.000009423434,0.0004152066,0.00024260844,0.0005593797],"category_scores_gemma":[0.0013278583,0.00047237103,0.0008755386,0.0022010584,0.00021111414,0.00013130918,0.0002635038,0.002253406,0.0000057272514],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9370204,0.004819645,0.0064173485,0.00774875,0.00041541274,0.0000043060545,0.011097143,0.0001544366,0.0000033441554,0.007346809,0.0005749122,0.024397487],"study_design_scores_gemma":[0.89217687,0.012370141,0.08519053,0.00030561283,0.0007502373,0.0000010018025,0.004590413,0.0011184724,0.0000015762182,0.00046566164,0.0027352485,0.00029425276],"about_ca_topic_score_codex":0.0030893125,"about_ca_topic_score_gemma":0.001268123,"teacher_disagreement_score":0.07877318,"about_ca_system_score_codex":0.0012961697,"about_ca_system_score_gemma":0.006076539,"threshold_uncertainty_score":0.9997728},"labels":[],"label_agreement":null},{"id":"W4206250764","doi":"10.2196/31482","title":"App-Based Relaxation Exercises for Patients With Chronic Neck Pain: Pragmatic Randomized Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neck pain; Medicine; Physical therapy; Randomized controlled trial; Chronic pain; Relaxation (psychology); Pain catastrophizing; Guided imagery; Meditation; Anxiety; Surgery; Internal medicine; Alternative medicine","score_opus":0.015032769074000947,"score_gpt":0.3214925700432757,"score_spread":0.3064598009692747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206250764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771519,0.00050940755,0.0015489174,0.004755116,0.00026920682,0.015544297,0.00002681358,0.00009449457,0.00009990497],"genre_scores_gemma":[0.9897417,0.000054565317,0.002046537,0.0018772833,0.00021514313,0.005174903,0.00070410524,0.000033066088,0.00015273185],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99756193,0.0007325972,0.0005832195,0.0003288875,0.00043020188,0.00036315483],"domain_scores_gemma":[0.99794847,0.0010132991,0.0004079326,0.00022306903,0.00011674491,0.00029047555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029113495,0.00016890872,0.00064918393,0.00016479558,0.0004986327,0.000012391881,0.00004494067,0.00006293442,0.00007268192],"category_scores_gemma":[0.0006061385,0.000118976124,0.00012798417,0.00022605485,0.00009270715,0.00005647677,0.0000130415165,0.0002275068,0.0000015750907],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95021015,0.0011860114,0.0029132143,0.017141724,0.000028923878,3.9750822e-7,0.00073202944,0.000072009825,0.00000322719,0.0004607715,0.0022820875,0.024969421],"study_design_scores_gemma":[0.9441105,0.01546512,0.02712278,0.00021690529,0.00017106728,6.476169e-7,0.000158873,0.00874411,6.7773084e-7,0.0003152694,0.0035290613,0.00016500083],"about_ca_topic_score_codex":0.000055945897,"about_ca_topic_score_gemma":0.00001243614,"teacher_disagreement_score":0.02480442,"about_ca_system_score_codex":0.0003670633,"about_ca_system_score_gemma":0.000966872,"threshold_uncertainty_score":0.48517054},"labels":[],"label_agreement":null},{"id":"W4206262748","doi":"10.2196/30468","title":"Data Collection Mechanisms in Health and Wellness Apps: Review and Analysis","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Data collection; Wearable computer; Computer science; Internet privacy; Wearable technology; Mobile apps; Mobile device; App store; Work (physics); World Wide Web; Human–computer interaction; Data science; Engineering; Medicine; Psychological intervention; Nursing","score_opus":0.2104093113655191,"score_gpt":0.5427371659032719,"score_spread":0.3323278545377528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206262748","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000069014727,0.9731442,0.00050847064,0.007925956,0.00037640522,0.016372904,0.0012170937,0.00014199605,0.00030607195],"genre_scores_gemma":[0.0000067439432,0.96382195,0.0013348215,0.015546826,0.00023305278,0.012464709,0.0058185006,0.000109465815,0.0006639628],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9842831,0.0052005877,0.005014641,0.0026888037,0.0005036897,0.0023091862],"domain_scores_gemma":[0.98912525,0.001733689,0.0030827143,0.0022502914,0.00017835572,0.003629669],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008550618,0.0009849551,0.007301933,0.0014375921,0.0025186592,0.00004403066,0.0005526487,0.0010727167,0.00017390451],"category_scores_gemma":[0.0004724892,0.0008877774,0.00018001632,0.0047959653,0.00016545792,0.00023904731,0.00084059424,0.0032114969,0.000031742733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012073365,0.00008452644,0.00016285459,0.42887354,0.000082827915,0.000003343706,0.00020148931,2.8371552e-8,1.5435004e-9,0.0045946212,0.011730218,0.5542545],"study_design_scores_gemma":[0.0007329479,0.00016938664,0.00039018373,0.04605375,0.0023694353,0.000050140396,0.00041994255,0.000088912435,1.2929774e-9,0.00023572866,0.94898885,0.00050072896],"about_ca_topic_score_codex":0.0025152606,"about_ca_topic_score_gemma":0.003676778,"teacher_disagreement_score":0.9372586,"about_ca_system_score_codex":0.0009023478,"about_ca_system_score_gemma":0.014341656,"threshold_uncertainty_score":0.9993573},"labels":[],"label_agreement":null},{"id":"W4206305486","doi":"10.2196/29407","title":"Reaching Patients With Noncommunicable Diseases in Rural Tanzania Using Mobile Devices and Community Trust: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Focus group; Swahili; Tanzania; Medicine; Usability; Health care; Telemedicine; Mobile phone; Short Message Service; Community health; Nursing; Internet privacy; Family medicine; Public health; Business; Psychological intervention; Computer science; Geography; Political science; Telecommunications","score_opus":0.09921708400707421,"score_gpt":0.4996216381948607,"score_spread":0.40040455418778653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206305486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98945844,0.0027762218,0.000029760824,0.00053025334,0.00012702653,0.0063814563,0.00019681618,0.00010079127,0.00039921267],"genre_scores_gemma":[0.99076337,0.0010404587,0.0009890305,0.0026184244,0.000088786146,0.0041313097,0.0002415523,0.000057478923,0.00006956678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9879793,0.008374303,0.0014005727,0.00052101514,0.00039446808,0.0013303652],"domain_scores_gemma":[0.994483,0.0022454455,0.0007049636,0.00091076177,0.00031995727,0.0013358975],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030012701,0.00037643762,0.0009108597,0.00024180586,0.0050128405,0.0000343499,0.00023863252,0.00021260609,0.000050722523],"category_scores_gemma":[0.00018690193,0.00032765855,0.000031443324,0.00076748437,0.0001767579,0.00034003344,0.0003329613,0.0026096941,0.000007694168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044694328,0.0021106417,0.89870495,0.0034875316,0.000014702308,0.000003867785,0.08626593,0.000005074931,0.0000012984959,0.00041820825,0.00011648266,0.008424375],"study_design_scores_gemma":[0.004648305,0.00090332294,0.7369818,0.00049490854,0.00006040065,0.0000030325155,0.25433606,0.0002257066,1.498169e-7,0.00024842817,0.0018606456,0.00023727561],"about_ca_topic_score_codex":0.014747796,"about_ca_topic_score_gemma":0.016984409,"teacher_disagreement_score":0.16807012,"about_ca_system_score_codex":0.0005501744,"about_ca_system_score_gemma":0.002323946,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W4206378242","doi":"10.2196/30691","title":"Digital Contact Tracing Apps for COVID-19: Development of a Citizen-Centered Evaluation Framework","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); mHealth; 2019-20 coronavirus outbreak; Computer science; Smartphone application; Smartphone app; Internet privacy; Medicine; Multimedia; Virology; Outbreak; Nursing; Psychological intervention; Infectious disease (medical specialty)","score_opus":0.23690305218948543,"score_gpt":0.47588937967507594,"score_spread":0.2389863274855905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206378242","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057556077,0.72328675,0.2722412,0.00032164858,0.00036154862,0.0033394638,0.00013498696,0.000116984105,0.00013987278],"genre_scores_gemma":[0.008846224,0.9583331,0.027961416,0.0021048784,0.00023503139,0.0016522248,0.00070360035,0.000104074505,0.000059485526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99454665,0.00032920486,0.0020896841,0.0012767125,0.00084194983,0.0009157694],"domain_scores_gemma":[0.99385464,0.0023516824,0.001445116,0.0008276526,0.00031518927,0.0012056979],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022581215,0.00062335364,0.0022800267,0.00048319518,0.0004599917,0.00049353665,0.0007550673,0.00043275708,0.00000981307],"category_scores_gemma":[0.001585843,0.0005897671,0.00039740876,0.0007947505,0.000039774994,0.0006352711,0.0003005978,0.00056453876,0.000005641981],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001625455,0.000106038824,0.000010007783,0.108057156,0.000049252554,0.0000048319916,0.001378328,0.0000013736309,5.123754e-8,0.0048291874,0.00011195942,0.8854356],"study_design_scores_gemma":[0.0016127538,0.00041868133,0.00007828827,0.03727972,0.00035708494,0.000083018625,0.00017603356,0.0012666284,0.0000011254626,0.0016234642,0.956126,0.0009772525],"about_ca_topic_score_codex":0.000015840587,"about_ca_topic_score_gemma":0.000029453351,"teacher_disagreement_score":0.956014,"about_ca_system_score_codex":0.0016691883,"about_ca_system_score_gemma":0.021482212,"threshold_uncertainty_score":0.99965537},"labels":[],"label_agreement":null},{"id":"W4206463332","doi":"10.2196/28801","title":"Evaluating the Impact of Adaptive Personalized Goal Setting on Engagement Levels of Government Staff With a Gamified mHealth Tool: Results From a 2-Month Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"mHealth; Psychological intervention; Context (archaeology); Behavior change methods; Health promotion; Randomized controlled trial; Activity tracker; Goal setting; Applied psychology; Behavior change; Psychology; Digital health; Intervention (counseling); Promotion (chess); Medical education; Medicine; Physical activity; Physical therapy; Health care; Nursing; Public health; Social psychology","score_opus":0.1509043945652113,"score_gpt":0.48990879179435093,"score_spread":0.33900439722913966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206463332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95021844,0.0016211158,0.00055486034,0.0049878997,0.0004271863,0.03624417,0.0033522106,0.00007680359,0.0025172986],"genre_scores_gemma":[0.9745134,0.001800581,0.0033012254,0.0017920485,0.0005889957,0.017143069,0.00019747124,0.00007649343,0.0005867229],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9782338,0.01183465,0.005139647,0.0011596566,0.0019125857,0.0017196567],"domain_scores_gemma":[0.971218,0.019961407,0.00576463,0.0012009826,0.00080663763,0.0010483532],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01963991,0.0006535543,0.003759044,0.00015226935,0.0019368572,0.000020777285,0.0003215736,0.0003626473,0.0002789861],"category_scores_gemma":[0.0040473244,0.0003851324,0.0005356015,0.0006324612,0.0003916428,0.000110251276,0.00015082589,0.001843142,0.0000097091815],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9636932,0.0010039142,0.00020797981,0.0013601594,0.00032355165,0.0000036879244,0.010516887,0.00017721497,0.000053603206,0.006115738,0.0011252054,0.01541885],"study_design_scores_gemma":[0.96188074,0.00807481,0.0104377,0.0012537453,0.00052745466,0.0000030554863,0.008851742,0.007545749,0.000017281895,0.0006867621,0.00039944364,0.0003215014],"about_ca_topic_score_codex":0.004845902,"about_ca_topic_score_gemma":0.00059961237,"teacher_disagreement_score":0.024294935,"about_ca_system_score_codex":0.0012152802,"about_ca_system_score_gemma":0.013247113,"threshold_uncertainty_score":0.99986005},"labels":[],"label_agreement":null},{"id":"W4206679599","doi":"10.2196/28159","title":"Characterizing and Modeling Smoking Behavior Using Automatic Smoking Event Detection and Mobile Surveys in Naturalistic Environments: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Naturalistic observation; Event (particle physics); Computer science; Observational methods in psychology; Psychology; Statistics; Social psychology; Mathematics","score_opus":0.16767443446143104,"score_gpt":0.4174357445680296,"score_spread":0.24976131010659858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206679599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751693,0.0005566732,0.0007338809,0.00007828377,0.00017415406,0.00089907396,0.0000075600688,0.00003167039,0.0000017704693],"genre_scores_gemma":[0.9991299,0.00023067756,0.00012661907,0.00019454714,0.00007252836,0.00015559778,0.000058961206,0.000024374292,0.00000680559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998041,0.00035196752,0.00052635034,0.0004273041,0.0003308809,0.0003225399],"domain_scores_gemma":[0.99937624,0.00007010364,0.00016394247,0.00014794864,0.000038551345,0.00020320258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013512901,0.00017592456,0.00033765877,0.00016660287,0.00030859423,0.00005249556,0.00002304961,0.00011750786,0.000011192074],"category_scores_gemma":[0.000045363555,0.00018060695,0.000020856018,0.00020536411,0.000028907789,0.00020515925,0.00004809697,0.0003761731,8.2447755e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017746604,0.00029573642,0.94263136,0.00046477836,0.000009136906,0.000031685482,0.0021058302,0.00005217022,0.0017714289,0.0000030584315,1.0419421e-7,0.052616965],"study_design_scores_gemma":[0.0014337355,0.00020574567,0.95131546,0.00024101557,0.00018679452,0.00012986714,0.0018210639,0.044463966,0.000053659543,0.000011957001,0.0000037988455,0.0001329475],"about_ca_topic_score_codex":0.000577341,"about_ca_topic_score_gemma":0.000097540185,"teacher_disagreement_score":0.05248402,"about_ca_system_score_codex":0.0003464705,"about_ca_system_score_gemma":0.0001514524,"threshold_uncertainty_score":0.73649377},"labels":[],"label_agreement":null},{"id":"W4206750516","doi":"10.2196/32554","title":"A Smartphone-Based Model of Care to Support Patients With Cardiac Disease Transitioning From Hospital to the Community (TeleClinical Care): Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Telemedicine; Acute coronary syndrome; Heart failure; Emergency medicine; Health care; Medical emergency; Myocardial infarction; Internal medicine","score_opus":0.03267481230439978,"score_gpt":0.34057967387389326,"score_spread":0.3079048615694935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206750516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713415,0.00039762617,0.00052907574,0.014474063,0.00022695237,0.012569222,0.00033678982,0.000039136685,0.000085665466],"genre_scores_gemma":[0.99154794,0.00005132918,0.0017149001,0.0038125576,0.00013788741,0.0016735122,0.0009813571,0.000025541187,0.00005495819],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99706215,0.0009798816,0.0007465755,0.00032802636,0.0004891877,0.00039417032],"domain_scores_gemma":[0.997318,0.00060999754,0.00016300722,0.00053428154,0.00037798582,0.00099672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007248007,0.00024136216,0.0016609776,0.00008600213,0.0003482281,0.000023907316,0.000074660886,0.00005496025,0.000022848179],"category_scores_gemma":[0.00022949386,0.00014632917,0.0002843267,0.00018379747,0.00007474188,0.000036464484,0.000037951602,0.0003068385,0.0000049043356],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9788556,0.001384044,0.006714009,0.0006735013,0.0001924265,0.000007023973,0.009489264,0.00013667734,0.0000014346612,0.000039829647,0.00073276565,0.0017734092],"study_design_scores_gemma":[0.95989984,0.009450971,0.026021013,0.00021968152,0.001543784,8.513266e-8,0.0020812799,0.00020203755,0.000007884802,0.000011135799,0.0003992736,0.00016299658],"about_ca_topic_score_codex":0.00082614145,"about_ca_topic_score_gemma":0.00069925457,"teacher_disagreement_score":0.020206489,"about_ca_system_score_codex":0.00014192642,"about_ca_system_score_gemma":0.0017033101,"threshold_uncertainty_score":0.59671307},"labels":[],"label_agreement":null},{"id":"W4206783340","doi":"10.2196/30211","title":"Validity and Feasibility of the Monitoring and Modeling Family Eating Dynamics System to Automatically Detect In-field Family Eating Behavior: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health; National Science Foundation","keywords":"Observational study; Field (mathematics); Psychology; Clinical psychology; Computer science; Applied psychology; Statistics; Mathematics","score_opus":0.22740897427629697,"score_gpt":0.4520132928056813,"score_spread":0.22460431852938434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206783340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732727,0.00041497633,0.00037350436,0.00016740084,0.00031430903,0.0012102443,0.000018488425,0.00004632882,0.00012750881],"genre_scores_gemma":[0.9977237,0.000021899232,0.0018611352,0.00015334523,0.000050000177,0.00015329105,0.0000033225467,0.00002003489,0.000013289696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974642,0.00047170822,0.0008143843,0.0005330881,0.00029805154,0.00041859588],"domain_scores_gemma":[0.9987448,0.00034997842,0.0002163547,0.00035038812,0.000120819976,0.00021769296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011377207,0.00019518899,0.00042540018,0.00007794673,0.00038494924,0.000045690293,0.00010993266,0.00013671778,0.0000018391997],"category_scores_gemma":[0.00014737368,0.0001685746,0.000037283415,0.000339179,0.000035971854,0.00006975089,0.00014823952,0.00039985968,4.0032853e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004061505,0.00028493765,0.98746383,0.00085863384,0.000004151314,0.000005898655,0.0038979165,0.0000536041,0.00010947625,0.0001769762,0.0000023589555,0.0071015703],"study_design_scores_gemma":[0.0006880966,0.00048853643,0.960063,0.0003674172,0.00004712689,0.000010126095,0.02601886,0.012140842,0.000002050422,0.000045200184,2.5549318e-7,0.0001285194],"about_ca_topic_score_codex":0.0026755542,"about_ca_topic_score_gemma":0.00076351536,"teacher_disagreement_score":0.02740089,"about_ca_system_score_codex":0.00015707864,"about_ca_system_score_gemma":0.00021805678,"threshold_uncertainty_score":0.6874272},"labels":[],"label_agreement":null},{"id":"W4206788754","doi":"10.2196/21959","title":"Using Momentary Assessment and Machine Learning to Identify Barriers to Self-management in Type 1 Diabetes: Observational Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Psychosocial; Observational study; Recall; Applied psychology; Diabetes management; Psychology; Type 2 diabetes; Self-management; Clinical psychology; Diabetes mellitus; Medicine; Computer science; Artificial intelligence; Cognitive psychology; Psychiatry","score_opus":0.16179144050441208,"score_gpt":0.4801440744419799,"score_spread":0.3183526339375678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206788754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128205,0.0005653437,0.000020800677,0.0057244264,0.00014892816,0.0017989243,0.000004399928,0.00003990959,0.00041520904],"genre_scores_gemma":[0.989512,0.00034246116,0.0040933667,0.0052847867,0.00007620437,0.00010032772,0.000054720535,0.000024278224,0.00051180396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978819,0.00019684804,0.00036818787,0.0004845874,0.00049135444,0.0005771407],"domain_scores_gemma":[0.9986183,0.000056024008,0.0000534001,0.0001936785,0.000089579225,0.0009890252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010947463,0.00015768017,0.0003351435,0.00039158858,0.0002614426,0.00006579141,0.00006375009,0.000037821188,0.00009359116],"category_scores_gemma":[0.000050847862,0.00014988882,0.000019271089,0.0008526186,0.000015818121,0.00009320437,0.00028356072,0.00031724566,0.000006792848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010523999,0.000423575,0.98311657,0.0015239834,0.00009483227,0.00007446496,0.0016459618,0.000095283285,0.00008877083,0.00010936791,0.00057885516,0.012143091],"study_design_scores_gemma":[0.0018422336,0.0009676598,0.98420197,0.00014756675,0.00008585044,0.0000010239878,0.00371319,0.003922411,0.0000039415877,0.000036264417,0.004946016,0.00013184719],"about_ca_topic_score_codex":0.0000806449,"about_ca_topic_score_gemma":0.0000767758,"teacher_disagreement_score":0.012011244,"about_ca_system_score_codex":0.00033571906,"about_ca_system_score_gemma":0.00037810826,"threshold_uncertainty_score":0.6112288},"labels":[],"label_agreement":null},{"id":"W4206820657","doi":"10.2196/30361","title":"Pulse Oximeter App Privacy Policies During COVID-19: Scoping Assessment","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Privacy policy; mHealth; Smartphone app; Pandemic; Coronavirus disease 2019 (COVID-19); Information privacy; Scope (computer science); Business; Computer science; Medicine; Nursing; Disease; Psychological intervention","score_opus":0.07774748193623428,"score_gpt":0.4201828784611378,"score_spread":0.3424353965249035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206820657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8510463,0.0019475488,0.101257496,0.042068973,0.00040105285,0.00093955314,0.0000151413915,0.0006786902,0.0016452239],"genre_scores_gemma":[0.970627,0.00034583316,0.008327961,0.020202607,0.00016704823,0.00007192806,0.000009236873,0.00002308567,0.00022526993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968319,0.00020794268,0.0006208239,0.0008555093,0.00047327048,0.0010105387],"domain_scores_gemma":[0.99708253,0.0003032777,0.0002308748,0.00083662197,0.00009527373,0.0014513953],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005964597,0.00027697755,0.00042486095,0.00025030892,0.00082939677,0.00055194437,0.00050401984,0.000096370095,0.000025346959],"category_scores_gemma":[0.00025002216,0.00028288222,0.00008000963,0.0006812842,0.000052351155,0.000939697,0.0006514756,0.00038087592,0.000016836486],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004194455,0.0027738882,0.22701752,0.14405704,0.00028054303,0.0024386789,0.064630546,0.00084118824,0.0077974503,0.3350657,0.005134989,0.20954303],"study_design_scores_gemma":[0.0053504333,0.0006426439,0.9582823,0.00219899,0.000055198412,0.00085350365,0.0007500446,0.010014231,0.0015897527,0.006947794,0.011550803,0.0017642921],"about_ca_topic_score_codex":0.00061013084,"about_ca_topic_score_gemma":0.00017210911,"teacher_disagreement_score":0.73126477,"about_ca_system_score_codex":0.00071774516,"about_ca_system_score_gemma":0.004464899,"threshold_uncertainty_score":0.99996233},"labels":[],"label_agreement":null},{"id":"W4206835935","doi":"10.2196/32626","title":"Adherence to Growth Hormone Treatment Using a Connected Device in Latin America: Real-World Exploratory Descriptive Analysis Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Merck KGaA","keywords":"Medicine; Internal medicine; Analysis of variance","score_opus":0.1384903792778208,"score_gpt":0.38950520391760757,"score_spread":0.25101482463978675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206835935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954297,0.00074804976,0.00004435728,0.0005659834,0.00009534386,0.002659327,0.00007528155,0.000104159146,0.00027781748],"genre_scores_gemma":[0.99628025,0.00047500138,0.00058093836,0.0015413411,0.000081830985,0.00079461926,0.00008427947,0.000043962165,0.00011774924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99622,0.0005921424,0.0009451933,0.0008462294,0.00054301176,0.0008534155],"domain_scores_gemma":[0.99792546,0.00014538056,0.00033887176,0.00044089084,0.00015084901,0.0009985501],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005382286,0.00039282173,0.0011945853,0.0016105663,0.00052991475,0.000025835532,0.00013021815,0.000058173995,0.00006639191],"category_scores_gemma":[0.00005850784,0.00036120435,0.00011667221,0.005727528,0.00005798045,0.00014230642,0.00013329528,0.00049557135,0.000009411273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003172273,0.0035996751,0.92270255,0.00022365434,0.00045558743,0.00024965394,0.062695146,0.00008326868,0.00051558815,0.00009083615,0.0005670975,0.0056446893],"study_design_scores_gemma":[0.0040980135,0.013002934,0.94116056,0.000024688165,0.0008946314,0.000007398736,0.038876593,0.0011882841,0.000025235435,0.000021176229,0.00037224873,0.0003282313],"about_ca_topic_score_codex":0.025924867,"about_ca_topic_score_gemma":0.0046628537,"teacher_disagreement_score":0.023818549,"about_ca_system_score_codex":0.0017486897,"about_ca_system_score_gemma":0.0010112011,"threshold_uncertainty_score":0.999884},"labels":[],"label_agreement":null},{"id":"W4207033168","doi":"10.2196/34384","title":"The Impact of Wearable Technologies in Health Research: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":349,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Else Kröner-Fresenius-Stiftung; Deutsche Forschungsgemeinschaft","keywords":"Wearable computer; Wearable technology; CINAHL; Activity tracker; Medicine; Observational study; Health care; Computer science; Psychological intervention; Nursing","score_opus":0.3233100176007621,"score_gpt":0.5903219684564237,"score_spread":0.2670119508556616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207033168","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21574979,0.6982675,0.000004887703,0.0715627,0.0007056768,0.006777532,0.00014557007,0.00018342613,0.00660289],"genre_scores_gemma":[0.9627496,0.034282155,0.000036742524,0.0006711086,0.000018236498,0.0016024692,0.0000095555315,0.000023478953,0.00060666434],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950696,0.0015778923,0.0012652082,0.00039620083,0.000438838,0.0012522415],"domain_scores_gemma":[0.99801445,0.0006066744,0.0004903052,0.0005736579,0.00006189743,0.00025300516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008166081,0.00014204984,0.00047102838,0.00036045696,0.0011184448,0.000020358522,0.000401483,0.00005041506,0.0001595225],"category_scores_gemma":[0.00018567072,0.00010759974,0.00009610399,0.0013487434,0.00027563237,0.000083512954,0.0003078201,0.0010291003,0.000023444356],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007799244,0.0022289914,0.01174815,0.06719313,0.00004143243,0.00002116542,0.0026905127,0.000016036789,0.0000013575308,0.044933055,0.09795531,0.77239096],"study_design_scores_gemma":[0.011359442,0.0785395,0.38124266,0.29889205,0.000045434357,0.0010003636,0.06868718,0.000297249,0.000022312617,0.0982486,0.059793115,0.0018720928],"about_ca_topic_score_codex":0.00451631,"about_ca_topic_score_gemma":0.0004999652,"teacher_disagreement_score":0.77051884,"about_ca_system_score_codex":0.00081717706,"about_ca_system_score_gemma":0.0013711315,"threshold_uncertainty_score":0.86022866},"labels":[],"label_agreement":null},{"id":"W4207072049","doi":"10.2196/31857","title":"Attitudes Toward Mobile Apps for Pandemic Research Among Smartphone Users in Germany: National Survey","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pandemic; Contact tracing; Context (archaeology); Internet privacy; mHealth; Coronavirus disease 2019 (COVID-19); Mobile apps; Public health; Smartphone application; Test (biology); Quarantine; Computer science; Medicine; World Wide Web; Multimedia; Geography; Nursing; Psychological intervention; Infectious disease (medical specialty); Disease","score_opus":0.32981240084964264,"score_gpt":0.5656584407821931,"score_spread":0.23584603993255043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207072049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975584,0.0027796184,0.0000792489,0.0029731828,0.00077180704,0.015512006,0.0010546448,0.0001892357,0.001056302],"genre_scores_gemma":[0.88619816,0.0029946796,0.00028882275,0.0044726348,0.00035442194,0.10395691,0.00065353117,0.00007617441,0.0010046529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98955446,0.0037412848,0.0018345873,0.0010759318,0.0011656943,0.0026280503],"domain_scores_gemma":[0.9923153,0.0044906656,0.00057152455,0.0005131215,0.00066154613,0.0014478265],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.022136567,0.00031538482,0.0007283492,0.00090396527,0.005169131,0.000019811334,0.00046432804,0.0003251227,0.00039907647],"category_scores_gemma":[0.000518513,0.00033295166,0.0000720384,0.0016003116,0.00024243875,0.00017324508,0.00035894342,0.0030643702,0.000068291185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009893738,0.00050480553,0.92082,0.005062183,0.000009497987,0.0000018190264,0.0035270248,0.000071036804,0.000008584714,0.0052521783,0.054092675,0.009660842],"study_design_scores_gemma":[0.002639593,0.00049289747,0.8301985,0.00008158067,0.000006155549,0.000004180074,0.002135431,0.00049827277,2.8973815e-7,0.0016849968,0.162038,0.00022007262],"about_ca_topic_score_codex":0.007987336,"about_ca_topic_score_gemma":0.010523019,"teacher_disagreement_score":0.10794532,"about_ca_system_score_codex":0.0022995654,"about_ca_system_score_gemma":0.007753898,"threshold_uncertainty_score":0.99991226},"labels":[],"label_agreement":null},{"id":"W4210439026","doi":"10.2196/27794","title":"The Effects of mHealth-Based Gamification Interventions on Participation in Physical Activity: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; CINAHL; Scopus; Behavior change methods; eHealth; Wearable computer; Applied psychology; Psychology; Behavior change; Physical activity; Wearable technology; Gerontology; MEDLINE; Medicine; Computer science; Health care; Social psychology; Physical therapy; Nursing; Political science","score_opus":0.2123114191729258,"score_gpt":0.5221832899740578,"score_spread":0.309871870801132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210439026","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021664624,0.98528606,0.000014705941,0.0016764185,0.00017245924,0.010544468,0.00003393519,0.000041480136,0.00006403172],"genre_scores_gemma":[0.016599068,0.9773455,0.000006180433,0.0006300074,0.000106100335,0.0051171505,0.00010856908,0.000043528482,0.000043898537],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99472606,0.0022800989,0.0013155404,0.00051882735,0.00058165035,0.00057784776],"domain_scores_gemma":[0.99283814,0.0041765925,0.0017576051,0.000748181,0.000049445476,0.00043005234],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016625458,0.0003842754,0.0038446386,0.0002676237,0.0003714357,0.000013156071,0.0001667609,0.00014384872,0.0000062929867],"category_scores_gemma":[0.00095386896,0.00024880192,0.0005755689,0.0008395255,0.00010186775,0.00006386707,0.000043256725,0.001325943,0.000012182836],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006289275,0.0022909972,0.0000016868872,0.74578136,0.000024684037,0.0000023424268,0.00006597517,1.0325688e-7,8.933706e-8,0.00072354195,0.00008364794,0.25096267],"study_design_scores_gemma":[0.0008270204,0.003936993,0.0009076723,0.96281105,0.0035223803,0.0000093122,0.000015969836,0.0002005572,0.0000010347677,0.00009258613,0.0274434,0.00023204267],"about_ca_topic_score_codex":0.00008685832,"about_ca_topic_score_gemma":0.000036199934,"teacher_disagreement_score":0.25073063,"about_ca_system_score_codex":0.0007881574,"about_ca_system_score_gemma":0.0016737127,"threshold_uncertainty_score":0.9999964},"labels":[],"label_agreement":null},{"id":"W4210714706","doi":"10.2196/35157","title":"Technologies for Medication Adherence Monitoring and Technology Assessment Criteria: Narrative Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Health technology; CINAHL; Narrative review; Emerging technologies; Medicine; Computer science; Health care; Intensive care medicine; Psychological intervention; Artificial intelligence; Nursing","score_opus":0.21896061241294512,"score_gpt":0.5387114396392448,"score_spread":0.3197508272262997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210714706","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020781888,0.98333335,0.00008183256,0.011129537,0.00033991563,0.0046010595,0.000034037763,0.00023960779,0.00021986212],"genre_scores_gemma":[0.00005580545,0.9869345,0.0025721046,0.00045232772,0.00013156376,0.009286602,0.00017526337,0.000030277757,0.0003615845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974674,0.00013685651,0.00092596974,0.0007090931,0.0003210275,0.0004396442],"domain_scores_gemma":[0.99799687,0.00023462124,0.0008556733,0.0005345687,0.000115495095,0.00026278006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000890688,0.00034841237,0.0017978806,0.00033101172,0.00041605908,0.000014686876,0.00022182864,0.00034573514,0.00015646053],"category_scores_gemma":[0.00034963817,0.00027715813,0.00007918297,0.00066908216,0.00021797349,0.00005922527,0.00013076446,0.0009567624,0.00000925662],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057430816,0.000041453903,0.000034351073,0.1872659,0.000022220162,0.000002441332,0.00005382397,3.179127e-10,1.8409737e-7,0.00043052062,0.0068021063,0.80534124],"study_design_scores_gemma":[0.00035674378,0.0008013148,0.000065142594,0.046139125,0.0005177521,0.00017029351,0.0012076644,0.0000045815004,2.7763542e-7,0.00027953374,0.9502726,0.00018494093],"about_ca_topic_score_codex":0.000007205167,"about_ca_topic_score_gemma":5.772869e-7,"teacher_disagreement_score":0.94347054,"about_ca_system_score_codex":0.000277174,"about_ca_system_score_gemma":0.0021577487,"threshold_uncertainty_score":0.99996805},"labels":[],"label_agreement":null},{"id":"W4210728387","doi":"10.2196/28095","title":"The Association Between Home Stay and Symptom Severity in Major Depressive Disorder: Preliminary Findings From a Multicenter Observational Study Using Geolocation Data From Smartphones","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Innovative Medicines Initiative; European Commission; ZonMw; National Institute for Health and Care Research; Medical Research Council; European Federation of Pharmaceutical Industries and Associations","keywords":"Observational study; Major depressive disorder; Geolocation; Medicine; Population; Psychiatry; Mood; Environmental health; Internal medicine; Computer science","score_opus":0.134206565021778,"score_gpt":0.43128836960425226,"score_spread":0.29708180458247424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210728387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98917,0.0016482335,0.00003341398,0.0030462362,0.00073508656,0.0017236461,0.0035903894,0.00003558214,0.000017383261],"genre_scores_gemma":[0.99674886,0.0000388454,0.00011451197,0.0004302448,0.000115131275,0.00044387497,0.0019584757,0.000023493665,0.0001265528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968277,0.0008492825,0.0007692037,0.0006593951,0.0003933447,0.0005010777],"domain_scores_gemma":[0.9975899,0.001209577,0.0004807031,0.0004779621,0.0000454494,0.00019644834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011112274,0.00017796386,0.00029415925,0.00010710471,0.0011206331,0.00008231288,0.0003266186,0.00008398035,0.0000735199],"category_scores_gemma":[0.000079696205,0.00016912713,0.000024262752,0.00024502605,0.000049486043,0.00037344775,0.00058593764,0.00046947933,0.000008751825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005225479,0.0008180646,0.9875517,0.00006913566,0.00006619991,0.000003152462,0.004540503,0.0000024086648,6.9488794e-7,0.000056874924,0.00049625675,0.0058724503],"study_design_scores_gemma":[0.0026394562,0.0004971391,0.9888438,0.000040821415,0.00007915209,0.0000014252549,0.0048937355,0.0013835197,3.3365566e-7,0.001013527,0.0004726533,0.0001344636],"about_ca_topic_score_codex":0.021230305,"about_ca_topic_score_gemma":0.0048313425,"teacher_disagreement_score":0.016398963,"about_ca_system_score_codex":0.0005879167,"about_ca_system_score_gemma":0.00016694961,"threshold_uncertainty_score":0.9852874},"labels":[],"label_agreement":null},{"id":"W4210743933","doi":"10.2196/31877","title":"Using Smartphones to Reduce Research Burden in a Neurodegenerative Population and Assessing Participant Adherence: A Randomized Clinical Trial and Two Observational Studies","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Amyotrophic Lateral Sclerosis Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Deafness and Other Communication Disorders; Salah Foundation","keywords":"Discontinuation; Observational study; Medicine; Amyotrophic lateral sclerosis; Population; Clinical trial; Cohort study; Randomized controlled trial; Cohort; Proportional hazards model; Physical therapy; Physical medicine and rehabilitation; Internal medicine; Disease","score_opus":0.7980415814866532,"score_gpt":0.6531842729154926,"score_spread":0.14485730857116053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210743933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815016,0.0020272185,0.000010652682,0.013016527,0.00020169068,0.0032108119,0.0000070803153,0.000015601574,0.000008838676],"genre_scores_gemma":[0.9952,0.0013177014,0.0015099947,0.0007172834,0.00048747755,0.00067342323,0.000017796172,0.000017335364,0.000059005884],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9927625,0.0043172273,0.0009945671,0.0005801499,0.0007447083,0.00060086785],"domain_scores_gemma":[0.9971539,0.0017740906,0.00017737124,0.00015790804,0.00020446983,0.00053230696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011811924,0.00014408868,0.0009119576,0.000289849,0.0007768175,0.00006562275,0.00005422929,0.000057690464,0.000017841117],"category_scores_gemma":[0.0022836423,0.00011443521,0.00003682009,0.0005801879,0.0002721557,0.00014025396,0.00028977863,0.00081969093,5.5214855e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.77572453,0.0006997798,0.14604445,0.0014603366,0.00012745132,0.000077479315,0.019496528,0.00034095958,0.0016149295,0.0016836989,0.00068335165,0.05204653],"study_design_scores_gemma":[0.28730857,0.0025596211,0.6830696,0.00024391004,0.00007109095,0.00003489149,0.0029173642,0.022526858,0.0000034523825,0.0010159863,0.00008786584,0.00016079933],"about_ca_topic_score_codex":0.0030198994,"about_ca_topic_score_gemma":0.00017902028,"teacher_disagreement_score":0.53702515,"about_ca_system_score_codex":0.00026271268,"about_ca_system_score_gemma":0.00081994553,"threshold_uncertainty_score":0.5974731},"labels":[],"label_agreement":null},{"id":"W4210753630","doi":"10.2196/33747","title":"Daily Level Association of Physical Activity and Performance on Ecological Momentary Cognitive Tests in Free-living Environments: A Mobile Health Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Generalizability theory; Moderation; Observational study; Cognition; Ecological validity; Activities of daily living; Effects of sleep deprivation on cognitive performance; Psychology; mHealth; Association (psychology); Gerontology; Medicine; Psychological intervention; Physical therapy; Developmental psychology; Internal medicine; Social psychology","score_opus":0.14626872917163428,"score_gpt":0.4047345715403487,"score_spread":0.2584658423687144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210753630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940578,0.000103209495,0.0000033346564,0.0033118266,0.000051908446,0.002168823,0.00023615769,0.000017070002,0.000049881597],"genre_scores_gemma":[0.99673986,0.0002696584,0.000029065186,0.0019760015,0.00009859679,0.00072715577,0.00003712437,0.000013256546,0.00010928443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976314,0.0005164242,0.00033722576,0.00042676262,0.0006026595,0.00048554127],"domain_scores_gemma":[0.99821347,0.0009125398,0.00037647987,0.00014808781,0.000020573889,0.00032884695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011095454,0.00016883893,0.00063790946,0.00013104134,0.0004079966,0.0000058422847,0.000059796068,0.00005251882,0.000025105412],"category_scores_gemma":[0.00010092966,0.000162601,0.000034993758,0.0002625738,0.00006241992,0.00017362738,0.0001543246,0.00080245035,0.0000014588928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013739148,0.029964786,0.9143582,0.0011535017,0.000033678778,0.000005474821,0.0059785196,0.000034416902,0.000076293305,0.00009571532,0.00027394516,0.046651535],"study_design_scores_gemma":[0.0026380501,0.023258226,0.9709187,0.000108307046,0.000025188383,0.0000048617326,0.0015059607,0.0012578386,0.000007916792,0.00008028723,0.0000936003,0.00010104275],"about_ca_topic_score_codex":0.00074465224,"about_ca_topic_score_gemma":0.00018793615,"teacher_disagreement_score":0.0565605,"about_ca_system_score_codex":0.0011800679,"about_ca_system_score_gemma":0.0005517637,"threshold_uncertainty_score":0.66306764},"labels":[],"label_agreement":null},{"id":"W4210757935","doi":"10.2196/33628","title":"Residual Effect of Texting to Promote Medication Adherence for Villagers with Schizophrenia in China: 18-Month Follow-up Survey After the Randomized Controlled Trial Discontinuation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health; World Health Organization; China Medical Board","keywords":"Discontinuation; Medication adherence; Randomized controlled trial; Medicine; China; Schizophrenia (object-oriented programming); Psychiatry; Psychology; Gerontology; Family medicine; Internal medicine","score_opus":0.028664389363490424,"score_gpt":0.36701295575743603,"score_spread":0.3383485663939456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210757935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687426,0.000782446,0.000068817324,0.0037463582,0.00018344406,0.026360495,0.000061446575,0.000020939238,0.000033435786],"genre_scores_gemma":[0.980763,0.00008161786,0.0003924011,0.00013061857,0.00012510315,0.018226104,0.00014515565,0.000024100209,0.00011190437],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953296,0.0022302833,0.0008146953,0.00041496934,0.0007149449,0.0004955103],"domain_scores_gemma":[0.99681455,0.002015665,0.0004337934,0.0002945638,0.000093308714,0.00034810626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009946978,0.00022280135,0.0014139641,0.0002502893,0.0003112941,0.000021704627,0.00010587499,0.000052907228,0.000041443003],"category_scores_gemma":[0.0017495606,0.00011602427,0.00013278499,0.00041528777,0.00010292851,0.000054162567,0.000048978778,0.0003309863,9.008466e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9779937,0.00021954087,0.004467381,0.0003179759,0.00009649656,0.0000052855535,0.0009961731,0.000005081004,0.000012054132,0.00004209692,0.00011222465,0.015731953],"study_design_scores_gemma":[0.85443246,0.013159139,0.1312869,0.00013706308,0.00020675897,0.000007271353,0.00009295377,0.00049148145,0.00002888037,0.000057300884,0.000011576632,0.000088218425],"about_ca_topic_score_codex":0.001335107,"about_ca_topic_score_gemma":0.0029352761,"teacher_disagreement_score":0.12681952,"about_ca_system_score_codex":0.00019413518,"about_ca_system_score_gemma":0.0011476136,"threshold_uncertainty_score":0.47313324},"labels":[],"label_agreement":null},{"id":"W4210781381","doi":"10.2196/28811","title":"Usability of Smart Home Thermostat to Evaluate the Impact of Weekdays and Seasons on Sleep Patterns and Indoor Stay: Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; University of Waterloo","funders":"","keywords":"Sleep (system call); Thermostat; Duration (music); Odds; Gerontology; Observational study; Odds ratio; Data collection; Medicine; Demography; Population; Logistic regression; Psychology; Environmental health; Computer science; Statistics; Engineering; Mathematics","score_opus":0.10687208167155668,"score_gpt":0.43311889298584894,"score_spread":0.32624681131429223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210781381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99406195,0.0006948212,0.0000052516993,0.0028377762,0.00017589421,0.0016969006,0.00034749045,0.000014370613,0.0001655235],"genre_scores_gemma":[0.9988468,0.00011197218,0.000006868263,0.0007595333,0.000022031098,0.00018811357,0.000016901606,0.000016721964,0.00003102882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773455,0.0008127173,0.00039050097,0.00037581698,0.00032747863,0.00035896717],"domain_scores_gemma":[0.9987364,0.00040865268,0.00018170894,0.00033996734,0.000060185343,0.0002730786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014406189,0.00016631019,0.0003344099,0.00010932219,0.00036020644,0.000009159926,0.00011891672,0.00005844463,0.0002742335],"category_scores_gemma":[0.00003308838,0.00011011327,0.000046379748,0.0002885685,0.00011048015,0.000033238688,0.00010614674,0.00036160738,0.0000018469296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001431311,0.0012282657,0.96287644,0.00010054806,0.00016533727,0.0000015493374,0.016913412,0.000049068793,0.000005032913,0.00034992577,0.0006163429,0.016262792],"study_design_scores_gemma":[0.0025081926,0.0056055845,0.98138434,0.000009347498,0.00006952802,0.000006289266,0.009793937,0.00016789677,5.205185e-7,0.0002856813,0.00007455798,0.0000941132],"about_ca_topic_score_codex":0.003309183,"about_ca_topic_score_gemma":0.00022565562,"teacher_disagreement_score":0.018507939,"about_ca_system_score_codex":0.00007700307,"about_ca_system_score_gemma":0.00019374622,"threshold_uncertainty_score":0.5002517},"labels":[],"label_agreement":null},{"id":"W4210799162","doi":"10.2196/28751","title":"Persuasive Technology in an mHealth App Designed for Pelvic Floor Muscle Training Among Women: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Urinary incontinence; Mobile apps; Pelvic Floor Muscle; Pelvic floor; Physical therapy; Psychology; Mobile technology; Persuasive technology; Medicine; Applied psychology; Physical medicine and rehabilitation; Multimedia; Mobile device; Nursing; Computer science; Social psychology; World Wide Web","score_opus":0.10896261003841291,"score_gpt":0.4182138050847306,"score_spread":0.3092511950463177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210799162","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002059596,0.9701972,0.000014263045,0.0007571438,0.00020643939,0.026238699,0.00016113196,0.0002734255,0.00009209985],"genre_scores_gemma":[0.0005470135,0.9643863,0.00052008196,0.0021837973,0.00011428822,0.031049263,0.00076310727,0.00022975399,0.00020641687],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9918322,0.0011283779,0.002816552,0.001569575,0.00059189904,0.002061416],"domain_scores_gemma":[0.99498415,0.0004935575,0.001806046,0.0012476996,0.00010591571,0.0013626162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029209051,0.0010525524,0.0082085,0.0015503981,0.00052504346,0.000029492923,0.0004594652,0.0006767369,0.0001439193],"category_scores_gemma":[0.0006606231,0.0008820261,0.00041411896,0.0018076396,0.0001868713,0.00015713714,0.00010956017,0.0013985537,0.000021534324],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057260317,0.00038535803,0.000020114476,0.73034096,0.00008994775,0.000049462822,0.0017158197,6.357745e-8,2.7615624e-8,0.00004493412,0.000120709454,0.26717535],"study_design_scores_gemma":[0.008524195,0.008907929,0.00032588482,0.84888077,0.008087214,0.0006881163,0.01064845,0.000080346086,2.4252547e-8,0.00024699996,0.112183236,0.0014268681],"about_ca_topic_score_codex":0.00010402031,"about_ca_topic_score_gemma":0.00010581818,"teacher_disagreement_score":0.26574847,"about_ca_system_score_codex":0.0032431958,"about_ca_system_score_gemma":0.005375303,"threshold_uncertainty_score":0.99936306},"labels":[],"label_agreement":null},{"id":"W4210909635","doi":"10.2196/35042","title":"Digital Therapeutic Care Apps With Decision-Support Interventions for People With Low Back Pain in Germany: Cost-Effectiveness Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"mHealth; Psychological intervention; Digital health; Medicine; eHealth; Health care; Psychology; Physical therapy; Nursing","score_opus":0.027930784429196942,"score_gpt":0.3798256221089175,"score_spread":0.3518948376797206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210909635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97298104,0.0008111278,0.020014888,0.0009008143,0.000049539743,0.0048633586,0.00011375617,0.000036643465,0.00022881765],"genre_scores_gemma":[0.99631923,0.00004718521,0.0006635276,0.00049756304,0.000029610748,0.0018122041,0.00047520202,0.000027269527,0.00012819665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998223,0.00028994546,0.0003939321,0.00041538136,0.0003031299,0.00037462226],"domain_scores_gemma":[0.9985887,0.0005975211,0.00014984747,0.00025668292,0.00011550373,0.000291743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012082005,0.00017186259,0.0005601356,0.0004251252,0.00027411233,0.000025407997,0.000060695707,0.000048876893,0.00010604378],"category_scores_gemma":[0.000037720514,0.00012209057,0.00017636751,0.0010382046,0.000058089245,0.00009331013,0.000026933272,0.0002488662,0.0000024871208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005379163,0.0011909103,0.61136127,0.034500856,0.0002736427,0.00000805259,0.004552466,0.0006744243,0.000007949916,0.00020183784,0.0001530298,0.34169638],"study_design_scores_gemma":[0.0041796747,0.007769944,0.97881275,0.0005360748,0.00021444361,0.000010916757,0.005440334,0.0014847843,7.0368094e-7,0.000075307464,0.0013075244,0.00016754688],"about_ca_topic_score_codex":0.00008919026,"about_ca_topic_score_gemma":0.00091023935,"teacher_disagreement_score":0.36745146,"about_ca_system_score_codex":0.00032892637,"about_ca_system_score_gemma":0.0005049227,"threshold_uncertainty_score":0.4978709},"labels":[],"label_agreement":null},{"id":"W4211011197","doi":"10.2196/35799","title":"Integrating Behavioral Science and Design Thinking to Develop Mobile Health Interventions: Systematic Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Hamilton Health Sciences; Population Health Research Institute; Trillium Health Centre; McMaster University; Public Health Ontario","funders":"","keywords":"mHealth; CINAHL; PsycINFO; Psychological intervention; Design science; Checklist; Systematic review; Psychology; Applied psychology; MEDLINE; Computer science; Knowledge management; Medicine; Nursing","score_opus":0.1970567637168362,"score_gpt":0.5303387665721697,"score_spread":0.3332820028553335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211011197","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23254712,0.6393399,0.013885889,0.021595372,0.006953948,0.08280059,0.00030890148,0.00096711447,0.001601148],"genre_scores_gemma":[0.94348615,0.0015562366,0.010568271,0.019661158,0.00006540764,0.02420699,0.000033549597,0.000073899035,0.00034835818],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9943138,0.0011930134,0.0018851482,0.0008014909,0.0007449377,0.0010616597],"domain_scores_gemma":[0.9972531,0.0002405444,0.00080697436,0.00044417052,0.00024995793,0.0010052096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010748187,0.00026498656,0.00083647395,0.00053147186,0.0024921873,0.00013887341,0.00043371646,0.000037889717,0.00013995271],"category_scores_gemma":[0.00029838955,0.000259461,0.00006835556,0.0019812158,0.00016441898,0.00030503815,0.0005363008,0.00051376596,0.000036505797],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010331465,0.0013153321,0.0004961295,0.8199967,0.000021427812,0.000019530986,0.016298188,0.0000053390377,0.0000024236142,0.019676501,0.0056176432,0.13644743],"study_design_scores_gemma":[0.0015941599,0.02079325,0.0039378284,0.94465214,0.0001735704,0.0011525514,0.024574177,0.0001294632,0.000006983811,0.0014223678,0.00054551894,0.0010180104],"about_ca_topic_score_codex":0.0005551406,"about_ca_topic_score_gemma":0.00016063469,"teacher_disagreement_score":0.710939,"about_ca_system_score_codex":0.0012390716,"about_ca_system_score_gemma":0.0020226203,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W4212810051","doi":"10.2196/32344","title":"Deep Learning in mHealth for Cardiovascular Disease, Diabetes, and Cancer: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Foundation for Research and Technology-Hellas; European Commission","keywords":"mHealth; Medicine; Disease; Diabetes mellitus; Psychological intervention; Wearable technology; Scopus; Health care; Telemedicine; Global health; Cancer; MEDLINE; Wearable computer; Internal medicine; Computer science; Public health; Pathology","score_opus":0.1221742879554253,"score_gpt":0.47909720638266223,"score_spread":0.35692291842723695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212810051","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008419954,0.93513834,0.00006104537,0.0014260906,0.0007201146,0.06178504,0.0004992261,0.00025197832,0.00010975065],"genre_scores_gemma":[0.0000074668815,0.73450357,0.00012226093,0.005605764,0.0004572612,0.2578354,0.00093611813,0.00021442525,0.0003177407],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9821244,0.006293911,0.0053253146,0.0020983217,0.0008491132,0.0033089544],"domain_scores_gemma":[0.9874102,0.004185941,0.0030885485,0.0015877576,0.00017990655,0.0035476757],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010501344,0.001162575,0.009033928,0.00080437394,0.003869143,0.000027552373,0.0005691035,0.0007086266,0.00017560781],"category_scores_gemma":[0.001250147,0.001023001,0.000906648,0.0014497933,0.00013854986,0.00014755894,0.00035421483,0.004277663,0.000033832785],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018098704,0.00005320314,0.00013755028,0.63446164,0.000093840325,0.0000024660824,0.00014315145,0.0000021069798,3.4085373e-10,0.0006225706,0.0010954827,0.36336988],"study_design_scores_gemma":[0.0007600335,0.00014303085,0.00008786893,0.2954902,0.0041207997,0.000005492141,0.00014644337,0.0001519887,1.7603916e-10,0.00008942706,0.69854367,0.0004610192],"about_ca_topic_score_codex":0.0007777236,"about_ca_topic_score_gemma":0.00027835002,"teacher_disagreement_score":0.6974482,"about_ca_system_score_codex":0.0022869094,"about_ca_system_score_gemma":0.010454115,"threshold_uncertainty_score":0.99922204},"labels":[],"label_agreement":null},{"id":"W4212851057","doi":"10.2196/17268","title":"Classification of Smoking Cessation Apps: Quality Review and Content Analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Guideline; Quality (philosophy); Medicine; App store; Computer science; World Wide Web","score_opus":0.4890962754227779,"score_gpt":0.5837003190841074,"score_spread":0.09460404366132946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212851057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015510863,0.98255,0.000114909875,0.0016876367,0.00029273905,0.013043119,0.0008012566,0.00012215404,0.0012330533],"genre_scores_gemma":[0.00035485864,0.9672906,0.00015048838,0.003632866,0.00020559358,0.025803056,0.0022014796,0.000074624964,0.0002864247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9867462,0.004574629,0.0055135074,0.0012718118,0.0006776971,0.0012161845],"domain_scores_gemma":[0.9880678,0.0024321678,0.0066480995,0.0012280686,0.00029439162,0.0013294519],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007998397,0.0006324461,0.004955394,0.0009578206,0.002042383,0.000011637043,0.00036208075,0.00067559525,0.00069288316],"category_scores_gemma":[0.0004627115,0.0005536712,0.00040204907,0.0026416397,0.00017635756,0.00012830658,0.00023831446,0.002334583,0.000015836666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014681045,0.000076332166,0.0014600848,0.40087306,0.0001206589,2.1746685e-7,0.00019093764,4.4687678e-8,1.8652603e-8,0.0055920077,0.0014588932,0.59021306],"study_design_scores_gemma":[0.000492471,0.00011417881,0.019039027,0.009247712,0.006914898,0.0000042904644,0.0005767653,0.000011405228,3.1340284e-9,0.0000799176,0.96318805,0.0003312908],"about_ca_topic_score_codex":0.0016744696,"about_ca_topic_score_gemma":0.00037671666,"teacher_disagreement_score":0.96172917,"about_ca_system_score_codex":0.0009056577,"about_ca_system_score_gemma":0.004372263,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W4212875816","doi":"10.2196/32244","title":"Development of a Mobile App for Clinical Research: Challenges and Implications for Investigators","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Timeline; Computer science; Data science; Mobile technology; Data collection; Digital health; Mobile device; Internet privacy; World Wide Web; Health care; Medicine; Psychological intervention; Nursing","score_opus":0.5607490793203658,"score_gpt":0.6158291544302732,"score_spread":0.05508007510990742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212875816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8715904,0.04291135,0.0009824135,0.038742088,0.0008157935,0.042642336,0.0010953447,0.00024209975,0.0009782244],"genre_scores_gemma":[0.4890718,0.0461877,0.04096573,0.006633479,0.0007948628,0.41533074,0.0003854553,0.00012584118,0.00050442107],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99414384,0.0010386629,0.0022292046,0.0008385199,0.00030844213,0.0014413006],"domain_scores_gemma":[0.992311,0.0041922205,0.00081638107,0.00055975706,0.0004803573,0.00164028],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0123807965,0.0002129457,0.00070711185,0.00035977538,0.005930266,0.000005164837,0.00026778443,0.00023635376,0.000023970491],"category_scores_gemma":[0.00046259374,0.0002126479,0.000068170404,0.00037014947,0.00028926888,0.00006260244,0.00028983102,0.0010778912,0.0000042039105],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072435924,0.0006350735,0.010321268,0.020107225,0.000025163772,9.6418e-8,0.01957429,0.0000011319572,0.00002293749,0.18903637,0.040630378,0.7189217],"study_design_scores_gemma":[0.002242449,0.001021898,0.08949659,0.00007426042,0.000022164399,0.0000026152964,0.0110556185,0.00007266994,0.0000016288043,0.010019953,0.8858356,0.00015457843],"about_ca_topic_score_codex":0.00005139498,"about_ca_topic_score_gemma":0.00023264998,"teacher_disagreement_score":0.8452052,"about_ca_system_score_codex":0.00031741755,"about_ca_system_score_gemma":0.006826127,"threshold_uncertainty_score":0.9988043},"labels":[],"label_agreement":null},{"id":"W4212887166","doi":"10.2196/27292","title":"Correction: A Novel mHealth Approach for a Patient-Centered Medication and Health Management System in Taiwan: Pilot Study","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Health management system; Medicine; Medication adherence; Computer science; Alternative medicine; Nursing; Psychological intervention","score_opus":0.13213493688198796,"score_gpt":0.390622607724775,"score_spread":0.258487670842787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212887166","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040182095,0.15719907,0.05055798,0.15248498,0.19310655,0.27821687,0.002692783,0.003345143,0.12221452],"genre_scores_gemma":[0.7818722,0.024756541,0.0097310785,0.0324604,0.0040523354,0.0398695,0.011421052,0.00047683198,0.095360026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99450034,0.00032551383,0.0017120299,0.0014337078,0.0010262615,0.0010021514],"domain_scores_gemma":[0.99645174,0.00005503549,0.0013790173,0.0007641574,0.00012560439,0.0012244305],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022011108,0.00053122203,0.0014415651,0.0006983073,0.0006981451,0.000039894505,0.00022086811,0.00018921975,0.000059067694],"category_scores_gemma":[0.00003745971,0.00051169796,0.00006017678,0.00067157653,0.00009156546,0.00007806926,0.0001539883,0.0015140162,0.000006768564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013199467,0.00492816,0.0034663114,0.045920722,0.000087561726,0.000012534329,0.002968192,0.000001623261,1.6948363e-7,0.0004493502,0.8773852,0.063460246],"study_design_scores_gemma":[0.022715451,0.04416193,0.23633336,0.0054880343,0.0005327006,0.00053859537,0.06432304,0.015699701,8.170057e-8,0.00003002868,0.60917217,0.0010048973],"about_ca_topic_score_codex":0.00096650544,"about_ca_topic_score_gemma":0.0001870765,"teacher_disagreement_score":0.74169016,"about_ca_system_score_codex":0.0017471118,"about_ca_system_score_gemma":0.0028685776,"threshold_uncertainty_score":0.99973345},"labels":[],"label_agreement":null},{"id":"W4212910322","doi":"10.2196/33543","title":"Chronic Tinnitus and the Positive Effects of Sound Treatment via a Smartphone App: Mixed-Design Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tinnitus; Audiology; Medicine; Quality of life (healthcare); Visual analogue scale; Sound quality; Psychology; Physical therapy","score_opus":0.0467546127823328,"score_gpt":0.34301478566479565,"score_spread":0.29626017288246287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212910322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99042386,0.0032964672,0.00044869856,0.0009479712,0.00032050657,0.004337402,0.000024143845,0.00006171729,0.0001392346],"genre_scores_gemma":[0.99712,0.0008518637,0.00009237122,0.00094682403,0.00013279638,0.0006339196,0.000002758147,0.000036535577,0.00018288911],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99553746,0.0021409562,0.00049729086,0.0006471828,0.00048174243,0.00069536275],"domain_scores_gemma":[0.9972943,0.001536623,0.0003285483,0.0004519028,0.000033300592,0.00035531606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010909806,0.00027539037,0.0005233403,0.00014252329,0.0011700445,0.0000406174,0.00020468191,0.00004928396,0.00001540961],"category_scores_gemma":[0.00013501573,0.0002074026,0.00004996673,0.00045262018,0.0003419644,0.000047833317,0.0002473377,0.00037417136,0.000006882627],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016563617,0.015680028,0.030575294,0.01003385,0.00038506353,0.0007568776,0.22875491,0.001334633,0.03362552,0.0077081462,0.0032241659,0.6513579],"study_design_scores_gemma":[0.08684554,0.11300305,0.7307403,0.00023746496,0.0011407395,0.001133536,0.0092266565,0.011518847,0.030900698,0.0071359305,0.0059478558,0.0021693832],"about_ca_topic_score_codex":0.00094205537,"about_ca_topic_score_gemma":0.0001327777,"teacher_disagreement_score":0.700165,"about_ca_system_score_codex":0.0004236866,"about_ca_system_score_gemma":0.0006602216,"threshold_uncertainty_score":0.8999155},"labels":[],"label_agreement":null},{"id":"W4212989079","doi":"10.2196/25914","title":"Stuttering mHealth Applications: Development of A Qualitative Rubric Assessment (Preprint)","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Rubric; Psychology; Qualitative research; Stuttering; Multimedia; Computer science; Psychological intervention; World Wide Web; Developmental psychology; Pedagogy; Psychiatry","score_opus":0.23812520119810618,"score_gpt":0.5429722756719887,"score_spread":0.3048470744738825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212989079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97051364,0.0016587597,0.015488395,0.005321883,0.00009840533,0.0023839253,0.000045061126,0.00012771068,0.004362215],"genre_scores_gemma":[0.9840471,0.00021966359,0.012630303,0.0013443006,0.00010558337,0.001515697,0.00002996442,0.00002504174,0.000082307466],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99722123,0.00038908958,0.00075611216,0.00060471473,0.0003521443,0.0006767247],"domain_scores_gemma":[0.9982057,0.00025907857,0.0003044915,0.00031836098,0.00008135866,0.0008309755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009936136,0.00020868758,0.00042503688,0.00012628197,0.00029687484,0.00001936619,0.00017939888,0.0000738319,0.0001893188],"category_scores_gemma":[0.000022167229,0.00019121818,0.000043993507,0.00033833244,0.00009241831,0.000053602427,0.00012315682,0.00030965864,0.00010974966],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089490815,0.0017597867,0.03325422,0.0075527187,0.00033567028,0.00003383885,0.2787443,0.0000058233272,0.00021384162,0.029094687,0.0016601011,0.6464501],"study_design_scores_gemma":[0.0046488047,0.0023502237,0.9188203,0.00017331397,0.00006002102,0.000027024904,0.034135133,0.00011863659,0.00013038013,0.0010367058,0.037974585,0.000524878],"about_ca_topic_score_codex":0.0002120744,"about_ca_topic_score_gemma":0.0000198839,"teacher_disagreement_score":0.88556606,"about_ca_system_score_codex":0.00022687462,"about_ca_system_score_gemma":0.00076377916,"threshold_uncertainty_score":0.77976507},"labels":[],"label_agreement":null},{"id":"W4213013940","doi":"10.2196/30671","title":"The Use of Gamification and Incentives in Mobile Health Apps to Improve Medication Adherence: Scoping Review","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; CINAHL; Incentive; MEDLINE; Checklist; Systematic review; Medicine; Health care; Incentive program; Psychology; Family medicine; Nursing; Psychological intervention; Political science","score_opus":0.1422296466335456,"score_gpt":0.45625385057734824,"score_spread":0.31402420394380265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213013940","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43450546,0.49132544,0.0011138052,0.062814064,0.00031949396,0.009669837,0.000021923335,0.00005033697,0.00017963263],"genre_scores_gemma":[0.32225746,0.65982914,0.0013853746,0.01472856,0.00006503471,0.0012869977,0.000052822626,0.000011646102,0.00038295906],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982567,0.00019720149,0.00069412007,0.00032171322,0.00025678767,0.0002735005],"domain_scores_gemma":[0.99853784,0.00019339127,0.00035188714,0.000341686,0.0001535565,0.0004216357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090854324,0.00009636602,0.00036900074,0.000056100038,0.00014340367,0.000013514459,0.000055893615,0.000045583194,0.00003083084],"category_scores_gemma":[0.00032314373,0.000072812836,0.000017991966,0.00039541614,0.00009160512,0.00008095355,0.00003346936,0.00018621105,0.000010543301],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111817535,0.00020421468,0.012172157,0.04192007,0.0000074452605,0.000001759838,0.0011723804,5.6686275e-7,0.00019100997,0.0009463291,0.0054219426,0.9378503],"study_design_scores_gemma":[0.0034988823,0.0033673344,0.74933076,0.16763312,0.00008601077,0.00008528149,0.0031783166,0.00091465726,0.0002924605,0.00035079764,0.07083985,0.00042253116],"about_ca_topic_score_codex":0.00011771681,"about_ca_topic_score_gemma":0.00010986331,"teacher_disagreement_score":0.93742776,"about_ca_system_score_codex":0.00007229735,"about_ca_system_score_gemma":0.0016563244,"threshold_uncertainty_score":0.29692212},"labels":[],"label_agreement":null},{"id":"W4213150681","doi":"10.2196/15719","title":"The Quality of Indian Obesity-Related mHealth Apps: PRECEDE-PROCEED Model–Based Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Obesity; App store; Bivariate analysis; Quality (philosophy); Medicine; Psychology; Internet privacy; Computer science; World Wide Web; Nursing","score_opus":0.15810167544758053,"score_gpt":0.47940299761210037,"score_spread":0.32130132216451984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213150681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9569926,0.0041149966,0.0010282302,0.021620503,0.0006288171,0.011785034,0.00077718135,0.00035517855,0.0026974618],"genre_scores_gemma":[0.9699699,0.002732679,0.00042176375,0.009695722,0.0001217836,0.015567789,0.00039986722,0.00007176617,0.0010186951],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98701805,0.0036719765,0.004401677,0.0011379289,0.0012759572,0.002494391],"domain_scores_gemma":[0.98998857,0.0023467825,0.003391496,0.0014334687,0.00059099635,0.0022486916],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011878099,0.0005022763,0.0015421681,0.0007633351,0.010847482,0.000021370271,0.0007769677,0.00038139228,0.00027658025],"category_scores_gemma":[0.00037728623,0.00041501047,0.000315241,0.0031765099,0.00034987731,0.00012714186,0.0002719311,0.0028015126,0.00003075153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005701402,0.003543496,0.6174001,0.033328447,0.0006934049,0.00000451555,0.0216049,0.0066925692,0.00008101973,0.224716,0.02058133,0.06565281],"study_design_scores_gemma":[0.009901338,0.0015676916,0.8598187,0.00021033343,0.00087783975,0.000007270059,0.016518282,0.05916378,0.000011520943,0.005681579,0.045218866,0.0010228076],"about_ca_topic_score_codex":0.006825228,"about_ca_topic_score_gemma":0.0040716003,"teacher_disagreement_score":0.24241859,"about_ca_system_score_codex":0.0011891644,"about_ca_system_score_gemma":0.008154222,"threshold_uncertainty_score":0.9998302},"labels":[],"label_agreement":null},{"id":"W4213185603","doi":"10.2196/28686","title":"Smart Speakers: The Next Frontier in mHealth","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institutes of Health; National Science Foundation","keywords":"Computer science; mHealth; Modalities; Identification (biology); Human–computer interaction; Computer security; Internet privacy; Health care; Data science","score_opus":0.11360650596938986,"score_gpt":0.4524134290367461,"score_spread":0.3388069230673562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213185603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8187663,0.015057592,0.00020060535,0.12592615,0.0038213213,0.018047504,0.00031595494,0.00047007392,0.017394517],"genre_scores_gemma":[0.89124507,0.0073024165,0.00047292953,0.06639571,0.0008652034,0.030840013,0.00017235932,0.00010776467,0.0025985437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99007195,0.00298034,0.0022028098,0.0010491045,0.00079502346,0.00290077],"domain_scores_gemma":[0.99498147,0.0011326402,0.00094294176,0.0011624382,0.00012472397,0.0016557883],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006245916,0.00043826766,0.0008289414,0.00048248057,0.0075202123,0.000026770753,0.00065501564,0.0002562626,0.0014104759],"category_scores_gemma":[0.00014279573,0.00036079626,0.00009605357,0.0014817661,0.0002067696,0.00022520871,0.00047554143,0.0040326766,0.0002540216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00160546,0.0010435851,0.3180819,0.007611807,0.000024456205,0.0000265629,0.020487748,0.000061103725,0.000009966901,0.06957746,0.37882936,0.2026406],"study_design_scores_gemma":[0.0022038156,0.0003316186,0.26557028,0.00006457296,0.000023606004,0.000020783586,0.009734156,0.00054287165,1.716553e-7,0.0020353869,0.7192308,0.00024198208],"about_ca_topic_score_codex":0.0059472853,"about_ca_topic_score_gemma":0.0032668146,"teacher_disagreement_score":0.3404014,"about_ca_system_score_codex":0.0014802796,"about_ca_system_score_gemma":0.0052285455,"threshold_uncertainty_score":0.9998844},"labels":[],"label_agreement":null},{"id":"W4213196230","doi":"10.2196/31537","title":"The Content, Quality, and Behavior Change Techniques in Nutrition-Themed Mobile Apps for Children in Canada: App Review and Evaluation Study","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"App store; Mobile apps; mHealth; Quality (philosophy); Smartphone app; Habit; Psychology; Medicine; Computer science; World Wide Web; Psychological intervention; Social psychology; Nursing","score_opus":0.42561251018719826,"score_gpt":0.5801189841009632,"score_spread":0.15450647391376493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213196230","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022242493,0.8334144,6.543912e-7,0.0017711058,0.00020360631,0.16156067,0.00074256194,0.000049612852,0.000033175053],"genre_scores_gemma":[0.00018589827,0.5611238,0.00003202289,0.0026455002,0.00012770446,0.43527144,0.00054012134,0.000047663125,0.000025871577],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889416,0.004241766,0.0036374626,0.0011307003,0.0005925761,0.0014559105],"domain_scores_gemma":[0.99369395,0.0026343807,0.0018890472,0.00073397334,0.00018824804,0.00086040143],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011714732,0.00058098475,0.002664367,0.0003757095,0.002143792,0.000018500632,0.00031577153,0.0003357347,0.000048654645],"category_scores_gemma":[0.00029470352,0.00045442558,0.00008102877,0.00076384924,0.00009094459,0.00010297106,0.00024113672,0.0019439181,0.0000015341444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000325769,0.00034241943,0.0055020684,0.17009474,0.000008822844,6.8558535e-7,0.00028171498,2.6763136e-9,3.3009926e-9,0.00025073573,0.0020671312,0.8214191],"study_design_scores_gemma":[0.0021149127,0.00044656685,0.059404574,0.011551664,0.00069591135,0.000014133771,0.0018990453,0.000003626417,3.6483472e-9,0.000097573546,0.923405,0.00036700568],"about_ca_topic_score_codex":0.4892481,"about_ca_topic_score_gemma":0.77917826,"teacher_disagreement_score":0.92133784,"about_ca_system_score_codex":0.002797011,"about_ca_system_score_gemma":0.0115091475,"threshold_uncertainty_score":0.9997907},"labels":[],"label_agreement":null},{"id":"W4213198456","doi":"10.2196/35462","title":"An Exercise and Educational and Self-management Program Delivered With a Smartphone App (CareHand) in Adults With Rheumatoid Arthritis of the Hands: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Randomized controlled trial; Grip strength; Psychological intervention; Self-management; Rheumatoid arthritis; Physical medicine and rehabilitation; Occupational therapy; Visual analogue scale; Nursing; Surgery; Internal medicine","score_opus":0.008325121986586364,"score_gpt":0.2933936199709364,"score_spread":0.28506849798435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213198456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95816225,0.026580473,0.000002888135,0.0014556964,0.000047053785,0.013579139,0.000019014524,0.00003739119,0.00011610438],"genre_scores_gemma":[0.86229175,0.13066365,0.0005972938,0.00012818683,0.000022016391,0.006217779,0.000032993557,0.000018990824,0.000027318925],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975888,0.0004878163,0.0005789777,0.00037961046,0.0005481735,0.0004166215],"domain_scores_gemma":[0.99878937,0.0001979544,0.00027221284,0.0002392607,0.00009789754,0.00040328183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011272931,0.00020239541,0.001162873,0.00021063135,0.00041855496,0.00003896173,0.000077204124,0.0000391951,0.00003645757],"category_scores_gemma":[0.000026930127,0.00011962716,0.00005205513,0.0002914473,0.0003305695,0.00009341628,0.000057530826,0.00028790775,1.8302218e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93156695,0.0017574432,0.005429407,0.0009292607,0.000110856665,0.0000099472945,0.0054236003,0.0000018378003,9.3557105e-7,0.0005174819,0.000088128705,0.054164123],"study_design_scores_gemma":[0.97077453,0.0064960187,0.017623486,0.0013933715,0.000027226593,0.0001313588,0.002475666,0.00055241917,0.0000020035109,0.00016564809,0.0002275597,0.00013071128],"about_ca_topic_score_codex":0.0005138408,"about_ca_topic_score_gemma":0.00054895715,"teacher_disagreement_score":0.10408317,"about_ca_system_score_codex":0.00005465698,"about_ca_system_score_gemma":0.00063996913,"threshold_uncertainty_score":0.4878254},"labels":[],"label_agreement":null},{"id":"W4213209815","doi":"10.2196/30224","title":"Digital Self-monitoring of Multiple Sclerosis: Interview Study With Dutch Health Care Providers on the Expected New Configuration of Roles and Responsibilities","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Health care; Digital health; Focus group; mHealth; Nursing; Work (physics); Medicine; Psychology; Internet privacy; Business; Computer science; Marketing; Psychological intervention","score_opus":0.12303332920194365,"score_gpt":0.37847246924142003,"score_spread":0.2554391400394764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213209815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839836,0.005910602,0.000007014244,0.0063532535,0.000044017233,0.0035120854,0.00006874711,0.000051279785,0.0000694034],"genre_scores_gemma":[0.9979084,0.0012064985,0.00014184928,0.00023438936,0.00006102589,0.00035624637,0.000014973033,0.000023310335,0.000053293745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997274,0.00058590027,0.000622881,0.0003883864,0.00073400926,0.00039482073],"domain_scores_gemma":[0.9981396,0.00059525575,0.00037417433,0.00035870323,0.00020351427,0.00032870652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008949354,0.0001969906,0.00059938565,0.0001949858,0.00053923635,0.000029780516,0.00009900292,0.000027459564,0.000009318201],"category_scores_gemma":[0.0002737104,0.00012883893,0.000039085924,0.00032543117,0.00017798178,0.00010487357,0.00012924062,0.00037521822,2.4928733e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007491499,0.0014332924,0.63354117,0.008135036,0.00022189421,0.0000036286524,0.23126861,0.000011240644,0.00020362114,0.000103333434,0.00094574364,0.11664093],"study_design_scores_gemma":[0.0031610834,0.011339249,0.6975011,0.0005583231,0.000031971733,0.0000045717184,0.28683528,0.000030022135,0.00015340422,0.0000034209409,0.0002946638,0.000086855005],"about_ca_topic_score_codex":0.0007196867,"about_ca_topic_score_gemma":0.00026396764,"teacher_disagreement_score":0.11655408,"about_ca_system_score_codex":0.00027348733,"about_ca_system_score_gemma":0.0012850299,"threshold_uncertainty_score":0.5253899},"labels":[],"label_agreement":null},{"id":"W4213230768","doi":"10.2196/31233","title":"An Unstructured Supplementary Service Data–Based mHealth App Providing On-Demand Sexual Reproductive Health Information for Adolescents in Kibra, Kenya: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reproductive health; Randomized controlled trial; mHealth; Psychological intervention; Medicine; Abstinence; Adolescent health; Family medicine; Population; Nursing; Psychiatry; Environmental health","score_opus":0.06637751611072525,"score_gpt":0.4466451936925066,"score_spread":0.38026767758178137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213230768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6371729,0.0013116299,0.0028009953,0.09565942,0.004859565,0.24774349,0.009628287,0.00062087236,0.00020285274],"genre_scores_gemma":[0.769938,0.0004952138,0.0023584508,0.08389278,0.0015302182,0.12996508,0.01165085,0.000119764394,0.000049672657],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9796381,0.008329363,0.005766198,0.0020032579,0.0012714976,0.0029915744],"domain_scores_gemma":[0.98854566,0.0023597311,0.004117431,0.0022955714,0.00042573063,0.0022558821],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.024507614,0.0007860743,0.0034689724,0.0011599782,0.006135051,0.00005676366,0.0010052636,0.00035546554,0.00021333566],"category_scores_gemma":[0.0007906293,0.00071668986,0.00015026542,0.0012756715,0.00014729751,0.000771628,0.00034371857,0.0026301173,0.000016332291],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9384997,0.0012723022,0.0019654324,0.0139990365,0.000036060253,0.0000012132397,0.0057172603,0.00038637978,0.0000024677881,0.003210693,0.017721038,0.017188445],"study_design_scores_gemma":[0.91458046,0.0038762237,0.003169867,0.00029751938,0.00012742876,0.000005431685,0.0069847303,0.02405388,6.6573347e-7,0.00083147734,0.045534376,0.0005379302],"about_ca_topic_score_codex":0.007109201,"about_ca_topic_score_gemma":0.0030167557,"teacher_disagreement_score":0.13276508,"about_ca_system_score_codex":0.0020524245,"about_ca_system_score_gemma":0.015118964,"threshold_uncertainty_score":0.99967086},"labels":[],"label_agreement":null},{"id":"W4213254861","doi":"10.2196/34017","title":"German Mobile Apps for Patients With Psoriasis: Systematic Search and Evaluation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psoriasis; German; mHealth; App store; Mobile apps; Mars Exploration Program; Medicine; Computer science; Rating scale; World Wide Web; Psychology; Dermatology; Psychiatry; Geography","score_opus":0.07879005257643713,"score_gpt":0.48075651569926076,"score_spread":0.40196646312282364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213254861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94693387,0.0036101635,0.0001649248,0.0017034797,0.00046988885,0.04621877,0.00037902143,0.00014926099,0.00037062517],"genre_scores_gemma":[0.8239359,0.0007565457,0.00054450094,0.0033318482,0.00018990914,0.170509,0.00041985192,0.000062492705,0.00024995295],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9938781,0.0017606114,0.0013131525,0.0007666373,0.0009017056,0.0013797516],"domain_scores_gemma":[0.9960521,0.0010246455,0.00060675206,0.0005686245,0.0005380907,0.0012097964],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005396435,0.00029358777,0.000716175,0.00030555943,0.005521885,0.00001804774,0.00018761071,0.0001537494,0.00017252582],"category_scores_gemma":[0.00009778488,0.00024941194,0.00004032932,0.00047158136,0.000082595434,0.00013492066,0.00015126991,0.00089155807,0.000019498595],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048258873,0.002402187,0.14810456,0.6253551,0.00011985233,0.0000018667462,0.028946832,0.00019282004,0.0000050358485,0.037131164,0.027574074,0.12534061],"study_design_scores_gemma":[0.058599513,0.017685473,0.6028825,0.00630586,0.001584589,0.000045536053,0.03966997,0.03033898,0.000001929775,0.005632755,0.2349402,0.002312656],"about_ca_topic_score_codex":0.0003052425,"about_ca_topic_score_gemma":0.00013175554,"teacher_disagreement_score":0.61904925,"about_ca_system_score_codex":0.00073119573,"about_ca_system_score_gemma":0.0025705418,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W4213287525","doi":"10.2196/29985","title":"Mobile Health Apps Providing Information on Drugs for Adult Emergency Care: Systematic Search on App Stores and Content Analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Android (operating system); Health care; Medical emergency; Phone; Payment; Digital health; Observational study; World Wide Web; Computer science","score_opus":0.18104352987195144,"score_gpt":0.5103096371372265,"score_spread":0.3292661072652751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213287525","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020220038,0.91191614,0.00022242294,0.0012206162,0.0011142733,0.082152836,0.0023767846,0.00032600632,0.00046872246],"genre_scores_gemma":[0.0003132273,0.77160805,0.0001641696,0.00894462,0.00032166488,0.21504146,0.0031742263,0.00011866019,0.00031389814],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98513407,0.0035557896,0.005879585,0.0015272887,0.0012056403,0.002697602],"domain_scores_gemma":[0.9878771,0.0026600792,0.0045529036,0.0014426247,0.00067720714,0.0027900953],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0056056697,0.0011131624,0.0052474877,0.0022568791,0.006490979,0.000052894997,0.0005317674,0.00069861324,0.00012576056],"category_scores_gemma":[0.00049679703,0.00091822137,0.0006077652,0.0020688677,0.00009604029,0.00024440995,0.00023371198,0.0030015495,0.00010508361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013568878,0.00011235747,0.000049216687,0.5651414,0.00012422718,2.8091424e-7,0.0052542896,0.0000035781252,2.0167352e-9,0.004943273,0.008554403,0.41568133],"study_design_scores_gemma":[0.0013310537,0.0032193053,0.000056937784,0.022476714,0.0012957059,0.000004146285,0.014766754,0.00018112847,1.1586238e-8,0.000025914185,0.95606977,0.0005725374],"about_ca_topic_score_codex":0.0018216606,"about_ca_topic_score_gemma":0.000350329,"teacher_disagreement_score":0.94751537,"about_ca_system_score_codex":0.0034711065,"about_ca_system_score_gemma":0.007849559,"threshold_uncertainty_score":0.9993268},"labels":[],"label_agreement":null},{"id":"W4213306506","doi":"10.2196/31006","title":"Predicting Psychotic Relapse in Schizophrenia With Mobile Sensor Data: Routine Cluster Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; National Institute on Aging","keywords":"Cluster analysis; Mixture model; Computer science; Behavioral pattern; Mobile apps; Schizophrenia (object-oriented programming); Machine learning; Artificial intelligence","score_opus":0.04952010965165903,"score_gpt":0.3806796008552304,"score_spread":0.33115949120357135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213306506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99098426,0.0018068552,0.00003132806,0.0050562643,0.00007089993,0.0016242464,0.00020592585,0.00007855964,0.00014166077],"genre_scores_gemma":[0.99372464,0.0003997112,0.0032601568,0.0010533484,0.00015021561,0.00050591223,0.0005992228,0.000034262954,0.00027252483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968724,0.0003183129,0.0005213209,0.000823222,0.00068033923,0.00078437786],"domain_scores_gemma":[0.9978611,0.000154207,0.0001756948,0.00094856264,0.000049049242,0.00081142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010884335,0.00023214261,0.00061722565,0.00068210386,0.00045717225,0.000028819768,0.00017754683,0.000057936497,0.00016806569],"category_scores_gemma":[0.000038935912,0.00017887144,0.000056793273,0.0017257318,0.000071414535,0.000121705714,0.000218692,0.0008438891,0.000009327276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04411611,0.0012702993,0.939213,0.0007606386,0.00043401928,0.00035350214,0.0009676115,0.00045544413,0.000003880791,0.0001085656,0.0010395667,0.011277362],"study_design_scores_gemma":[0.019561676,0.0040158792,0.9538493,0.000071055,0.0008520191,0.00033997945,0.0012767292,0.018925408,0.0000017234303,0.00004709185,0.0008414775,0.00021763402],"about_ca_topic_score_codex":0.0011549278,"about_ca_topic_score_gemma":0.002571374,"teacher_disagreement_score":0.024554431,"about_ca_system_score_codex":0.00034589868,"about_ca_system_score_gemma":0.00094288617,"threshold_uncertainty_score":0.7294166},"labels":[],"label_agreement":null},{"id":"W4213311547","doi":"10.2196/30789","title":"Impact of Masticatory Behaviors Measured With Wearable Device on Metabolic Syndrome: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Temporomandibular Joint Disorders","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mastication; Masticatory force; Medicine; Meal; Bite force quotient; Dentistry; Physical therapy; Internal medicine","score_opus":0.09165218383265188,"score_gpt":0.46372816401818245,"score_spread":0.37207598018553056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213311547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99433714,0.0010599683,0.000008625987,0.00026101503,0.0003498378,0.0031649785,0.00022371608,0.00012510266,0.0004696385],"genre_scores_gemma":[0.99782825,0.000060817023,0.00008502228,0.00042424878,0.000052208055,0.0011847976,0.00003396926,0.00006944429,0.00026126966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99467117,0.0016031548,0.0010478701,0.0006523068,0.0010339491,0.0009915627],"domain_scores_gemma":[0.99758714,0.00030755534,0.00073062174,0.0005665716,0.0001776454,0.0006304629],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002619242,0.0003189545,0.0007312251,0.00041925727,0.0024848771,0.000013235067,0.00024074239,0.00012587145,0.00085550454],"category_scores_gemma":[0.00006386731,0.0002618006,0.00009970296,0.00068557326,0.00012258106,0.0001272569,0.0001435674,0.0015422403,0.000036841797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012887641,0.0014128049,0.99302584,0.00045357423,0.00007449305,0.000018912111,0.0027234878,0.00013496034,0.000012271696,0.00013369421,0.0005449013,0.00017631166],"study_design_scores_gemma":[0.0035982428,0.0052240794,0.98715526,0.000049394235,0.0000787515,0.00003662664,0.0029738727,0.00002012851,4.6152527e-7,0.000040149815,0.0006133123,0.00020972046],"about_ca_topic_score_codex":0.0041136215,"about_ca_topic_score_gemma":0.00044967025,"teacher_disagreement_score":0.0058705644,"about_ca_system_score_codex":0.0005952919,"about_ca_system_score_gemma":0.0029773943,"threshold_uncertainty_score":0.99998343},"labels":[],"label_agreement":null},{"id":"W4213423749","doi":"10.2196/33735","title":"Privacy, Data Sharing, and Data Security Policies of Women’s mHealth Apps: Scoping Review and Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":139,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Internet privacy; Privacy policy; App store; Android (operating system); Data sharing; Information privacy; Computer science; Data security; World Wide Web; Computer security; Health care; Encryption; Medicine; Political science","score_opus":0.3214152541937493,"score_gpt":0.5377821100773617,"score_spread":0.21636685588361237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213423749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7227177,0.22155033,0.00015893963,0.034326486,0.0003190623,0.015315046,0.0050729504,0.0002125954,0.00032687036],"genre_scores_gemma":[0.572672,0.38587844,0.00061827124,0.029458763,0.0002486596,0.0082802,0.002633894,0.00006954583,0.00014023179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907408,0.001411064,0.0028918283,0.0020810466,0.0006530158,0.0022222777],"domain_scores_gemma":[0.99007,0.0007735777,0.0020216787,0.0042445664,0.00020331515,0.0026868954],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012106669,0.0004405809,0.0020234184,0.00058048987,0.0036579177,0.000025244313,0.001624844,0.00019008716,0.0003653566],"category_scores_gemma":[0.00056242343,0.00042724007,0.00004661544,0.001532065,0.00028790606,0.000390692,0.005875679,0.0016052757,0.0000056016943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005179492,0.0007614249,0.5091191,0.3967757,0.00031467483,0.000004643902,0.016168626,0.0000028113313,0.000003482999,0.015829287,0.02723884,0.033263475],"study_design_scores_gemma":[0.010911762,0.0026553175,0.6103019,0.01959293,0.0052182395,0.00012910992,0.037010662,0.010216363,7.869487e-7,0.0036382459,0.29808688,0.0022378336],"about_ca_topic_score_codex":0.009553065,"about_ca_topic_score_gemma":0.0024357499,"teacher_disagreement_score":0.37718275,"about_ca_system_score_codex":0.00068612484,"about_ca_system_score_gemma":0.004272751,"threshold_uncertainty_score":0.99981797},"labels":[],"label_agreement":null},{"id":"W4213451408","doi":"10.2196/33725","title":"Japanese Version of the Mobile App Rating Scale (MARS): Development and Validation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mars Exploration Program; Inter-rater reliability; Cronbach's alpha; Psychology; mHealth; Convergent validity; Intraclass correlation; Reliability (semiconductor); Rating scale; Concurrent validity; Scale (ratio); App store; Quality of life (healthcare); Clinical psychology; Applied psychology; Computer science; Psychometrics; Developmental psychology; Psychological intervention; Psychiatry; Internal consistency; Geography; World Wide Web; Cartography; Psychotherapist","score_opus":0.04717484537349166,"score_gpt":0.41167810169230434,"score_spread":0.3645032563188127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213451408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886792,0.0013231445,0.000021462789,0.0026877366,0.00056224555,0.005263486,0.0000822724,0.00008371945,0.0012967654],"genre_scores_gemma":[0.9834684,0.0007129625,0.0007620133,0.003421462,0.00014280788,0.0104833245,0.00009396211,0.00003214496,0.00088289106],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996027,0.0009500436,0.0011936468,0.00048476583,0.00050694327,0.00083760225],"domain_scores_gemma":[0.9974807,0.00044201533,0.00085968495,0.00045429004,0.0001245976,0.00063874014],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023824966,0.00020217834,0.0003958511,0.00015131844,0.005693922,0.0000067417254,0.00022028858,0.00013261099,0.00021276917],"category_scores_gemma":[0.000052281135,0.0001657717,0.00003819714,0.0005463237,0.000110193265,0.0000891627,0.00041845726,0.0009586719,0.00001775611],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001639398,0.0013306645,0.37498495,0.0415704,0.0000390791,0.0000025017873,0.13633254,0.00020274533,0.0005940604,0.0066977553,0.057314433,0.37929147],"study_design_scores_gemma":[0.0035424116,0.0005614667,0.23329534,0.00026352904,0.000057232963,0.000021801,0.03127867,0.0005806557,0.0001161157,0.0002915309,0.72962314,0.00036810373],"about_ca_topic_score_codex":0.00061648677,"about_ca_topic_score_gemma":0.00013974894,"teacher_disagreement_score":0.67230874,"about_ca_system_score_codex":0.00042090943,"about_ca_system_score_gemma":0.0020808892,"threshold_uncertainty_score":0.9956005},"labels":[],"label_agreement":null},{"id":"W4214872470","doi":"10.2196/29415","title":"mHealth Interventions for Self-management of Hypertension: Framework and Systematic Review on Engagement, Interactivity, and Tailoring","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; National Institutes of Health; National Cancer Institute; National Heart, Lung, and Blood Institute; American Heart Association","keywords":"mHealth; Interactivity; Psychological intervention; Self-management; eHealth; Psychology; Computer science; Medicine; Multimedia; Nursing; Health care; Political science","score_opus":0.31888462465159223,"score_gpt":0.5395938174426186,"score_spread":0.22070919279102635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214872470","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004624002,0.95174307,0.00029433565,0.0014729063,0.0008423375,0.044572126,0.0004298174,0.00018391314,0.00041525756],"genre_scores_gemma":[0.000114870956,0.9134178,0.0023319928,0.004126517,0.00023454992,0.07914759,0.00026728492,0.00014800043,0.00021138709],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98830825,0.003323276,0.004799991,0.0014605462,0.00056480186,0.0015431246],"domain_scores_gemma":[0.9856705,0.0069002216,0.004443947,0.0012967904,0.00017465968,0.0015138618],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0072986125,0.00088326586,0.0055842227,0.0006985394,0.003066551,0.000023954128,0.0004112693,0.0005277433,0.00012645521],"category_scores_gemma":[0.00056658115,0.00074020977,0.00045295653,0.000804122,0.00011051098,0.00013429973,0.0006536333,0.003008965,0.000020811993],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042474974,0.0002694243,0.000009180409,0.781927,0.00013017972,0.0000027919373,0.00026879282,3.2299816e-8,2.4414044e-9,0.019324949,0.0019068158,0.19611835],"study_design_scores_gemma":[0.00059324893,0.00056759344,0.000045099914,0.51738304,0.0029015366,0.000026460913,0.00046012443,0.000011496721,3.097222e-9,0.00042228523,0.47730437,0.0002847099],"about_ca_topic_score_codex":0.000098177756,"about_ca_topic_score_gemma":0.000024484698,"teacher_disagreement_score":0.47539756,"about_ca_system_score_codex":0.0007730833,"about_ca_system_score_gemma":0.001521236,"threshold_uncertainty_score":0.9995049},"labels":[],"label_agreement":null},{"id":"W4220656581","doi":"10.2196/31040","title":"Comparing Reminders Sent via SMS Text Messaging and Email for Improving Adherence to an Electronic Health Program: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Randomized controlled trial; Text messaging; Medicine; Short Message Service; Smoking cessation; Psychological intervention; mHealth; Text message; Electronic mail; Behavior change; World Wide Web; Computer science; Health care; Internal medicine; Nursing","score_opus":0.07645179441290131,"score_gpt":0.4661965263415055,"score_spread":0.38974473192860415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220656581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7276038,0.0073009566,0.009063878,0.036806926,0.002393789,0.21475017,0.000120628145,0.0009948957,0.0009649772],"genre_scores_gemma":[0.7553964,0.00103159,0.0023888897,0.01617814,0.0006646253,0.22359456,0.00017010467,0.000101144295,0.00047451694],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9865686,0.003963393,0.0035346719,0.0015121651,0.0007082373,0.0037128862],"domain_scores_gemma":[0.99093086,0.0023793788,0.0022280242,0.0007656569,0.00024786792,0.0034481983],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.016227605,0.00060888816,0.0033180134,0.0005427916,0.008259532,0.00005805048,0.00038461498,0.00023556895,0.00013151845],"category_scores_gemma":[0.00040923865,0.0005553976,0.00022417025,0.00067506754,0.0001652935,0.00019946815,0.00030329928,0.0020897912,0.000012925154],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7668029,0.0008686218,0.0009734761,0.0078349635,0.000055916233,0.0000010811846,0.007001176,0.000037117872,0.000008646441,0.012651551,0.004634579,0.19912995],"study_design_scores_gemma":[0.90706784,0.008243944,0.00094095076,0.00015670389,0.00017272068,0.000017893362,0.006136802,0.020355001,4.814052e-7,0.0016188285,0.054712642,0.00057617173],"about_ca_topic_score_codex":0.0046058972,"about_ca_topic_score_gemma":0.0022264377,"teacher_disagreement_score":0.19855377,"about_ca_system_score_codex":0.0015361538,"about_ca_system_score_gemma":0.007936426,"threshold_uncertainty_score":0.99968976},"labels":[],"label_agreement":null},{"id":"W4220753358","doi":"10.2196/35879","title":"Nutrition-Related Mobile Apps in the French App Stores: Assessment of Functionality and Quality","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; mHealth; Intraclass correlation; Mobile apps; Medicine; Inter-rater reliability; Gerontology; Rating scale; Psychology; Computer science; Psychological intervention; World Wide Web; Clinical psychology; Nursing; Psychometrics","score_opus":0.22009066386203702,"score_gpt":0.5567650382489099,"score_spread":0.33667437438687287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220753358","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012346671,0.971175,0.000024072406,0.0008870973,0.0006274364,0.022146365,0.0011467366,0.00010004123,0.0026585713],"genre_scores_gemma":[0.0013886912,0.90513486,0.00020362226,0.0015196558,0.00032298418,0.08973529,0.0014047943,0.00006191313,0.00022817976],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9844017,0.0075043,0.0046359138,0.0011609262,0.00088167423,0.0014154817],"domain_scores_gemma":[0.989019,0.0057754973,0.0029984196,0.0011502444,0.0001439463,0.00091289653],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010507343,0.0006283139,0.0028410112,0.0005654424,0.0023618934,0.000015396097,0.0005032884,0.0008305996,0.0007507285],"category_scores_gemma":[0.00017442793,0.00047479317,0.00023233652,0.0014775618,0.00030441998,0.00010468165,0.00024428204,0.004426834,0.000018073151],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029244326,0.000851718,0.0021551724,0.29362878,0.000028572154,0.0000017148432,0.0015676671,5.743434e-7,1.6271445e-8,0.02305063,0.0066298093,0.67205614],"study_design_scores_gemma":[0.0013509655,0.0003402937,0.025257172,0.0035385997,0.00018750528,0.00001419873,0.0020666711,0.00001254157,1.0738114e-9,0.00078060117,0.96615964,0.00029178345],"about_ca_topic_score_codex":0.0041803084,"about_ca_topic_score_gemma":0.0012051162,"teacher_disagreement_score":0.9595299,"about_ca_system_score_codex":0.0010312645,"about_ca_system_score_gemma":0.007942044,"threshold_uncertainty_score":0.9997704},"labels":[],"label_agreement":null},{"id":"W4220788688","doi":"10.2196/36762","title":"SciKit Digital Health: Python Package for Streamlined Wearable Inertial Sensor Data Processing","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"Python (programming language); Computer science; Software; Wearable computer; Inertial measurement unit; Embedded system; Artificial intelligence; Operating system","score_opus":0.0980160092275634,"score_gpt":0.40156641998253956,"score_spread":0.30355041075497613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220788688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8095545,0.011272229,0.0018529894,0.16067429,0.0011339276,0.007839821,0.0059535927,0.00077368604,0.0009449685],"genre_scores_gemma":[0.9807262,0.00037720572,0.0035236713,0.008891172,0.0008719614,0.0003039878,0.0027476877,0.00010450748,0.0024536308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965982,0.0001078059,0.0007613756,0.00087963353,0.0005708758,0.0010821135],"domain_scores_gemma":[0.9974914,0.00016269046,0.00037051676,0.00087181415,0.00010572392,0.0009978265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094831723,0.00027829202,0.0006383759,0.00020044403,0.0011400887,0.0000931324,0.00027735415,0.000081568876,0.00005949866],"category_scores_gemma":[0.00024707476,0.00026419995,0.00005389633,0.00041817504,0.00009731117,0.00036054547,0.00032554762,0.0005964086,0.000008841553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039077243,0.001463742,0.010905612,0.01693863,0.000049557337,0.000051242383,0.0037416718,0.000017107805,0.00015230944,0.00012724628,0.13245165,0.8301935],"study_design_scores_gemma":[0.03236629,0.016977016,0.05581392,0.0015680309,0.00031854308,0.00167053,0.008859322,0.039435025,0.00010661117,0.0006024608,0.8407074,0.0015748169],"about_ca_topic_score_codex":0.00033757993,"about_ca_topic_score_gemma":0.00008095538,"teacher_disagreement_score":0.8286187,"about_ca_system_score_codex":0.0003699302,"about_ca_system_score_gemma":0.0026528756,"threshold_uncertainty_score":0.99998105},"labels":[],"label_agreement":null},{"id":"W4220822434","doi":"10.2196/32340","title":"Safety of Triage Self-assessment Using a Symptom Assessment App for Walk-in Patients in the Emergency Care Setting: Observational Prospective Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Triage; Observational study; Medicine; Emergency department; Cross-sectional study; Medical emergency; Emergency medicine; Patient safety; Prospective cohort study; Health care; Nursing; Surgery","score_opus":0.06256544967531677,"score_gpt":0.44354072667483585,"score_spread":0.38097527699951905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220822434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99259186,0.00040927925,0.000027093238,0.00045480797,0.00047092984,0.0055118883,0.00028803266,0.000019586978,0.0002265493],"genre_scores_gemma":[0.9970972,0.00019293629,0.00077623216,0.0002647928,0.000121342666,0.0012947611,0.00022474548,0.000016353802,0.000011666095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972002,0.0003053822,0.0009992118,0.00042042392,0.0006878381,0.0003869293],"domain_scores_gemma":[0.9989275,0.00014225041,0.0003496478,0.00018299352,0.00031137842,0.00008623795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015609767,0.00017892384,0.00040378032,0.00016188902,0.000753882,0.000007249026,0.00010320952,0.000044481374,0.000034189146],"category_scores_gemma":[0.000035744204,0.00014325116,0.00008201241,0.0004860668,0.000025769195,0.0000758819,0.00009002131,0.0004224092,7.446208e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070298376,0.0019739524,0.98323554,0.001006029,0.000048418744,0.0000020955554,0.011842992,0.00006649235,0.0000022018653,0.0006290777,0.0002022071,0.00028801142],"study_design_scores_gemma":[0.006701746,0.0025395297,0.9743662,0.000026069281,0.000056239645,0.000001991132,0.015414823,0.00049202936,2.766436e-7,0.00011759357,0.00017677218,0.000106748215],"about_ca_topic_score_codex":0.00037414022,"about_ca_topic_score_gemma":0.00018839176,"teacher_disagreement_score":0.008869356,"about_ca_system_score_codex":0.0011925697,"about_ca_system_score_gemma":0.0010865172,"threshold_uncertainty_score":0.5841613},"labels":[],"label_agreement":null},{"id":"W4220858157","doi":"10.2196/33940","title":"Use of an mHealth Ketogenic Diet App Intervention and User Behaviors Associated With Weight Loss in Adults With Overweight or Obesity: Secondary Analysis of a Randomized Clinical Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diet and metabolism studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; Brock University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Canadian Institutes of Health Research; Mitacs; Michael Smith Health Research BC","keywords":"mHealth; Weight loss; Overweight; Medicine; Context (archaeology); Population; Ketogenic diet; Psychological intervention; Obesity; Physical therapy; Gerontology; Internal medicine; Environmental health; Psychiatry","score_opus":0.051988317319975726,"score_gpt":0.3876641779141748,"score_spread":0.33567586059419907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220858157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995131,0.0013051702,0.000014766073,0.00028945465,0.00016554471,0.002799068,0.00024022437,0.000031184652,0.000023544231],"genre_scores_gemma":[0.9945371,0.00385657,0.00033592051,0.00035208583,0.00006704071,0.00032853583,0.00033550756,0.000030346428,0.00015687465],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9947783,0.0017285837,0.0018211859,0.00059667224,0.00058628264,0.0004889737],"domain_scores_gemma":[0.9969086,0.0007353767,0.0013610696,0.0003369342,0.00017169345,0.0004862924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004394322,0.00028538317,0.0030684855,0.000719014,0.00019062514,0.000011224674,0.00008364799,0.00013191096,0.000091500304],"category_scores_gemma":[0.00026365096,0.0001868522,0.0002756516,0.0012816822,0.00038090552,0.00018535697,0.00009720628,0.0006165884,1.0897886e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6148664,0.0029254553,0.37478474,0.0009192226,0.0008112062,0.000029543413,0.0020560543,0.0000024451988,5.071427e-7,0.0000573508,0.00007328602,0.0034737843],"study_design_scores_gemma":[0.32514298,0.010935873,0.65819275,0.00026274798,0.00411426,0.0000060443576,0.0007339631,0.00027818576,0.0000013100487,0.0000071606664,0.00018857227,0.00013614158],"about_ca_topic_score_codex":0.0017282065,"about_ca_topic_score_gemma":0.005277576,"teacher_disagreement_score":0.2897234,"about_ca_system_score_codex":0.00011409713,"about_ca_system_score_gemma":0.00086652907,"threshold_uncertainty_score":0.7619611},"labels":[],"label_agreement":null},{"id":"W4220940844","doi":"10.2196/34148","title":"Predicting Changes in Depression Severity Using the PSYCHE-D (Prediction of Severity Change-Depression) Model Involving Person-Generated Health Data: Longitudinal Case-Control Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Mental health; Psyche; Artificial intelligence; Psychology; Psychiatry; Machine learning; Medicine; Computer science","score_opus":0.4235301885822174,"score_gpt":0.47027722596589894,"score_spread":0.04674703738368152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220940844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98458,0.0037279332,0.0003446412,0.002937432,0.0012571168,0.0034529434,0.0035670963,0.0000978748,0.000034956436],"genre_scores_gemma":[0.9961773,0.000049231134,0.0003544848,0.0016966994,0.00028821363,0.0010479451,0.00030359116,0.0000472398,0.000035297544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947061,0.0015936448,0.001160582,0.0010037342,0.000656056,0.0008798934],"domain_scores_gemma":[0.99741346,0.00023911506,0.0009863458,0.0008518941,0.00010592807,0.0004032389],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040637683,0.00030970364,0.0005851033,0.00031851843,0.0018436498,0.000041285595,0.00042692665,0.00011168794,0.0000766456],"category_scores_gemma":[0.000059430156,0.00027840174,0.000056083005,0.0007491594,0.00009523587,0.0005307677,0.00042795955,0.0009572092,9.603275e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007781388,0.002379161,0.9581989,0.00085884536,0.000053715954,0.00005427378,0.013026821,0.00064430287,0.0000074270997,0.00009392321,0.0008090557,0.023095407],"study_design_scores_gemma":[0.002337873,0.00085940515,0.72361726,0.00017443567,0.000051158364,0.0004659421,0.0112086935,0.26100603,9.563831e-7,0.0000882467,0.00003675193,0.00015328231],"about_ca_topic_score_codex":0.017044287,"about_ca_topic_score_gemma":0.009087917,"teacher_disagreement_score":0.26036173,"about_ca_system_score_codex":0.0006560617,"about_ca_system_score_gemma":0.0005256096,"threshold_uncertainty_score":0.9999668},"labels":[],"label_agreement":null},{"id":"W4220967931","doi":"10.2196/30571","title":"Web-Based TangPlan and WeChat Combination to Support Self-management for Patients With Type 2 Diabetes: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glycated hemoglobin; Medicine; Self-management; Type 2 Diabetes Mellitus; Weight management; Diabetes mellitus; Randomized controlled trial; Type 2 diabetes; Blood pressure; Diabetes management; Body mass index; Physical therapy; Weight loss; Internal medicine; Obesity; Endocrinology; Computer science","score_opus":0.015158625417701323,"score_gpt":0.3113878506735615,"score_spread":0.2962292252558602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220967931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745559,0.00009411415,0.00003531259,0.0036954053,0.00063621416,0.020140737,0.000016663656,0.000084313906,0.00074134435],"genre_scores_gemma":[0.9871913,0.000065976354,0.0007811346,0.0049621677,0.00008973547,0.0057297843,0.00055788516,0.000025607771,0.0005964005],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9983278,0.00016961443,0.0004350614,0.00032159753,0.00035102284,0.00039489585],"domain_scores_gemma":[0.99892396,0.00022618925,0.00024825972,0.00016491892,0.00010867654,0.000328001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014875415,0.00016701953,0.00079488364,0.00031296397,0.00032312644,0.00003115007,0.00005033607,0.000032369437,0.00005935584],"category_scores_gemma":[0.00005870445,0.00012883316,0.000056662615,0.0002445034,0.000025625708,0.00005488689,0.00003404444,0.00010416981,0.0000028151085],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9645741,0.0016420195,0.010513202,0.0019051349,0.00016033655,7.4118213e-7,0.0004894054,0.000003911307,4.6363814e-7,0.00087148196,0.01157665,0.008262552],"study_design_scores_gemma":[0.9637415,0.010176751,0.009294293,0.000037102294,0.0006295895,1.3542578e-7,0.00016947565,0.0016234993,5.277365e-7,0.00009614328,0.01409502,0.00013599804],"about_ca_topic_score_codex":0.0000049985824,"about_ca_topic_score_gemma":0.0000028691682,"teacher_disagreement_score":0.014410954,"about_ca_system_score_codex":0.00015726952,"about_ca_system_score_gemma":0.00025098902,"threshold_uncertainty_score":0.52536637},"labels":[],"label_agreement":null},{"id":"W4221016022","doi":"10.2196/33863","title":"Quality of Mobile Apps for Care Partners of People With Alzheimer Disease and Related Dementias: Mobile App Rating Scale Evaluation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"App store; Mobile apps; Rating scale; mHealth; Documentation; Quality (philosophy); Scale (ratio); Internet privacy; Psychology; Descriptive statistics; Quality of life (healthcare); Applied psychology; Medical education; Gerontology; Medicine; World Wide Web; Computer science; Nursing; Psychological intervention","score_opus":0.09616558453497935,"score_gpt":0.5026845727020222,"score_spread":0.4065189881670428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221016022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95501405,0.020239146,0.00016713321,0.00068457436,0.00022277629,0.022273947,0.0008025824,0.00008351134,0.00051226903],"genre_scores_gemma":[0.9143588,0.0013597711,0.000989184,0.0006224724,0.00006447602,0.08180246,0.0006973304,0.00004678269,0.00005872096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942935,0.001417652,0.001972572,0.00068612973,0.0007136004,0.0009165427],"domain_scores_gemma":[0.99515027,0.000834574,0.0017561627,0.00055686303,0.00064238824,0.0010597592],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004374853,0.0002605258,0.00078013045,0.00020841316,0.002374757,0.000005073159,0.00015367969,0.00013755732,0.0002221734],"category_scores_gemma":[0.00009299237,0.00024295613,0.00007167615,0.00056972145,0.00014800036,0.000110374116,0.00013546008,0.0005756072,0.0000020160392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007601161,0.0014932263,0.5462659,0.07854349,0.00017209905,8.106469e-7,0.07811979,0.0019834486,0.00011670658,0.010687249,0.006934069,0.26808205],"study_design_scores_gemma":[0.024235658,0.0061233114,0.7267875,0.00074025925,0.0015911475,0.0000085353295,0.17682147,0.009711854,0.00003527655,0.0026731484,0.050221507,0.001050322],"about_ca_topic_score_codex":0.00095676543,"about_ca_topic_score_gemma":0.000544791,"teacher_disagreement_score":0.26703173,"about_ca_system_score_codex":0.00025507584,"about_ca_system_score_gemma":0.003942557,"threshold_uncertainty_score":0.998924},"labels":[],"label_agreement":null},{"id":"W4221023192","doi":"10.2196/36284","title":"Sociotechnical Factors Affecting Patients’ Adoption of Mobile Health Tools: Systematic Literature Review and Narrative Synthesis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":179,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; mHealth; Health care; Narrative; Key (lock); Mobile technology; Knowledge management; Business; Mobile device; Computer science; Computer security; World Wide Web; Political science","score_opus":0.13227360440481428,"score_gpt":0.4881501161816652,"score_spread":0.3558765117768509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221023192","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019674697,0.94652,0.00001112199,0.00042217536,0.00047233645,0.050652623,0.0014179779,0.00022136258,0.0000856698],"genre_scores_gemma":[0.00012156945,0.91739243,0.00020106768,0.0023831972,0.0001978128,0.077863,0.001588829,0.00016547854,0.0000866381],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98144627,0.008263559,0.006098281,0.0014842829,0.0007942922,0.0019132962],"domain_scores_gemma":[0.9807682,0.007895328,0.007869326,0.0011817785,0.00031820044,0.0019671733],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006692796,0.0011192188,0.008191857,0.00069206476,0.0042008506,0.000030880903,0.00047738772,0.0011490536,0.00022637928],"category_scores_gemma":[0.0017278978,0.0008763382,0.00047000006,0.0016417707,0.00019639952,0.0002577704,0.00039210715,0.004491377,0.000019306193],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000096082895,0.00015870438,0.000050567844,0.6833365,0.000036259782,5.8829545e-7,0.0025367495,3.5852526e-8,3.2774308e-9,0.00029815265,0.0023475145,0.31122532],"study_design_scores_gemma":[0.00035906528,0.00084377825,0.00025233114,0.3738523,0.0011869413,0.000016559774,0.0026257818,0.000001489297,6.759528e-9,0.000017482189,0.6204047,0.00043951254],"about_ca_topic_score_codex":0.00017889772,"about_ca_topic_score_gemma":0.000050297855,"teacher_disagreement_score":0.61805725,"about_ca_system_score_codex":0.0016736212,"about_ca_system_score_gemma":0.005920603,"threshold_uncertainty_score":0.9997149},"labels":[],"label_agreement":null},{"id":"W4221059612","doi":"10.2196/33476","title":"Real-World Effectiveness of Wearable Augmented Reality Device for Patients With Hearing Loss: Prospective Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Samsung","keywords":"Audiology; Medicine; Hearing loss; Hearing aid; Psychosocial; Comprehension; Audiometry; Physical therapy","score_opus":0.05737461305357417,"score_gpt":0.3849971125130657,"score_spread":0.3276224994594915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221059612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942504,0.000017757313,0.00003285219,0.00015779602,0.00012987801,0.005070538,0.00007601258,0.000054949316,0.00020981884],"genre_scores_gemma":[0.9985443,0.000015760832,0.00011670688,0.000091879956,0.000021453518,0.0011240013,0.000008516642,0.000024127265,0.00005326385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972665,0.0008920019,0.00039352165,0.0005950572,0.0004266234,0.00042630674],"domain_scores_gemma":[0.99835056,0.0008315289,0.0002473638,0.00025674832,0.00012000208,0.00019378772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016205562,0.00015134148,0.0003637648,0.00015766054,0.0008607416,0.000018526738,0.000109750144,0.00002483563,0.0000062414015],"category_scores_gemma":[0.00013951214,0.00012573214,0.000032465075,0.0006158278,0.00009010698,0.00012334404,0.00008597819,0.0002433198,5.2019897e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035139786,0.0025940696,0.98432523,0.0032947604,0.000009625325,0.0000015009836,0.0024411294,0.00014544322,0.0006369146,0.001285357,0.00001641755,0.0017355685],"study_design_scores_gemma":[0.0031339133,0.005522326,0.9898837,0.000084713814,0.000020786634,9.048638e-7,0.00037214128,0.00015750475,0.0002423947,0.00039818094,0.000064463195,0.00011896304],"about_ca_topic_score_codex":0.00262343,"about_ca_topic_score_gemma":0.000136219,"teacher_disagreement_score":0.0055584726,"about_ca_system_score_codex":0.00038990358,"about_ca_system_score_gemma":0.00033287713,"threshold_uncertainty_score":0.6620215},"labels":[],"label_agreement":null},{"id":"W4221085494","doi":"10.2196/36977","title":"Fully Automated Wound Tissue Segmentation Using Deep Learning on Mobile Devices: Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Segmentation; Wound care; Artificial intelligence; Convolutional neural network; Granulation tissue; Wound healing; Surgery; Computer science","score_opus":0.07538774162963366,"score_gpt":0.4781474153773049,"score_spread":0.4027596737476712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221085494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856505,0.00036449742,0.0004572112,0.00040365878,0.00090199645,0.0088416785,0.000016749673,0.00070047705,0.0026632352],"genre_scores_gemma":[0.9908664,0.00007314999,0.0002978499,0.0034347514,0.00014857088,0.0027344346,0.000112558126,0.000044455373,0.0022878177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946556,0.002720671,0.0007144579,0.00056953094,0.00059459487,0.0007451214],"domain_scores_gemma":[0.99847585,0.00019569386,0.0005844854,0.00030426023,0.00007542306,0.00036427702],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027519732,0.00022533385,0.0003958456,0.0002847194,0.0041399677,0.000026662588,0.0001648082,0.00007976541,0.0011470899],"category_scores_gemma":[0.000025389012,0.00022858682,0.000032863416,0.00040646078,0.000024256584,0.00013788654,0.00023168529,0.0010188186,0.000073785406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007815727,0.0022939565,0.88931483,0.004867405,0.00021143438,0.000047980113,0.039634176,0.008713233,0.00008819175,0.00089776155,0.011229377,0.041920103],"study_design_scores_gemma":[0.0033271352,0.002556603,0.82875144,0.00007371667,0.00020329689,0.000005953402,0.062453017,0.017219836,0.0000013561613,0.000048952017,0.084996425,0.00036228503],"about_ca_topic_score_codex":0.001199995,"about_ca_topic_score_gemma":0.00042756108,"teacher_disagreement_score":0.07376705,"about_ca_system_score_codex":0.0007005142,"about_ca_system_score_gemma":0.00034141968,"threshold_uncertainty_score":0.999766},"labels":[],"label_agreement":null},{"id":"W4221126401","doi":"10.2196/37747","title":"Correction: Social, Organizational, and Technological Factors Impacting Clinicians’ Adoption of Mobile Health Tools: Systematic Literature Review","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Systematic review; Knowledge management; mHealth; Psychology; MEDLINE; Management science; Data science; Computer science; Medicine; Engineering; Nursing; Political science; Psychological intervention","score_opus":0.15868442786936557,"score_gpt":0.46088904995035684,"score_spread":0.3022046220809913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221126401","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030789526,0.91060346,0.0002795288,0.017459065,0.026799563,0.010644451,0.0015637347,0.001087478,0.00077316584],"genre_scores_gemma":[0.12715176,0.8410017,0.00034152291,0.0074220044,0.00071518344,0.0011687684,0.0024202606,0.0001542379,0.019624582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99173295,0.0015823465,0.003284843,0.0011683399,0.0015644574,0.0006670743],"domain_scores_gemma":[0.9924819,0.0011963621,0.0045268578,0.0007802301,0.0006081016,0.00040656852],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0070051216,0.00054623844,0.002601447,0.0010128503,0.0014316435,0.00020016922,0.0006779,0.0012286758,0.0003419406],"category_scores_gemma":[0.003949884,0.00041121803,0.00021213507,0.0031516908,0.0003440902,0.00030532043,0.00034818615,0.0031860229,0.000011669481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024220331,0.0002336343,0.0057573784,0.09273072,0.000026491236,0.0000072749967,0.0013469848,5.12554e-7,3.9042644e-7,0.00088259776,0.8818468,0.017142994],"study_design_scores_gemma":[0.0019481289,0.0066778897,0.18883261,0.14755379,0.0009263001,0.0012456516,0.049917772,0.00030633115,0.0000014381936,0.0026815988,0.59737676,0.0025317618],"about_ca_topic_score_codex":0.000028528779,"about_ca_topic_score_gemma":0.000033861437,"teacher_disagreement_score":0.28447005,"about_ca_system_score_codex":0.00041555942,"about_ca_system_score_gemma":0.0015653848,"threshold_uncertainty_score":0.99986833},"labels":[],"label_agreement":null},{"id":"W4223474782","doi":"10.2196/32435","title":"The Effectiveness of Wearable Devices as Physical Activity Interventions for Preventing and Treating Obesity in Children and Adolescents: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Education of Zhejiang Province","keywords":"Meta-analysis; Psychological intervention; Wearable computer; Physical activity; Wearable technology; Medicine; mHealth; Psychology; Physical therapy; Computer science; Psychiatry","score_opus":0.09341841608023918,"score_gpt":0.44619944662338706,"score_spread":0.3527810305431479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223474782","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09698601,0.89367586,0.000004525033,0.00006613126,0.000009249336,0.009124512,0.00011080375,0.000014364007,0.000008562925],"genre_scores_gemma":[0.2429364,0.75562453,0.000015081856,0.000033520624,0.000020457841,0.0012943879,0.000029469982,0.000024248866,0.000021870117],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99499327,0.0028436442,0.00082479126,0.0006725212,0.0002733011,0.00039246748],"domain_scores_gemma":[0.99557114,0.0025171088,0.0012063285,0.00038500287,0.000054074255,0.00026637758],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038920508,0.00042203921,0.0069878246,0.00020400336,0.00042403938,0.00004171358,0.00011122472,0.00009953397,0.0000032293335],"category_scores_gemma":[0.00042591113,0.00026222612,0.0010162805,0.0006207261,0.00012080115,0.00012517678,0.00022779912,0.00058510737,2.6673766e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002548918,0.0015985817,0.0041546477,0.97698545,0.007460163,5.9908615e-7,0.000034794884,5.075134e-8,2.4688743e-8,0.00009213236,0.0000010692063,0.009646987],"study_design_scores_gemma":[0.0006964573,0.00072305783,0.17819712,0.16827266,0.65142524,0.000054478234,0.00004052048,0.000044620767,3.4285424e-7,0.00017931456,0.00007804057,0.0002881641],"about_ca_topic_score_codex":0.00047702112,"about_ca_topic_score_gemma":0.00012691748,"teacher_disagreement_score":0.8087128,"about_ca_system_score_codex":0.00013672761,"about_ca_system_score_gemma":0.00018164575,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W4223525052","doi":"10.2196/35479","title":"The Effectiveness of Combining Nonmobile Interventions With the Use of Smartphone Apps With Various Features for Weight Loss: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Weight loss; Systematic review; Meta-analysis; MEDLINE; Context (archaeology); Medicine; mHealth; Behavior change methods; Psychology; Psychiatry; Obesity; Surgery","score_opus":0.19906272937382954,"score_gpt":0.4852446353846005,"score_spread":0.286181906010771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223525052","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012795515,0.9460579,0.0007056528,0.0011785511,0.00007807555,0.050689727,0.0011979014,0.000041343912,0.000038036782],"genre_scores_gemma":[0.00019811478,0.8469343,0.00030361302,0.0009885586,0.000030445022,0.15072134,0.0003769238,0.00008508021,0.0003616119],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9849923,0.00903905,0.003458367,0.0008659597,0.0005751454,0.0010691494],"domain_scores_gemma":[0.96647626,0.024885297,0.005903483,0.0016636479,0.00045740185,0.0006138821],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011044116,0.00071570516,0.008907554,0.00039106116,0.0033594351,0.000026717213,0.0005506475,0.00030366256,0.00007076068],"category_scores_gemma":[0.00039976725,0.00031447594,0.0011904942,0.0019956345,0.00043734757,0.00009598058,0.00020475035,0.0016589827,0.0000019221063],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023154779,0.00014649834,0.000026225574,0.97806025,0.011976362,7.0773575e-7,0.00022034446,0.0000020981875,2.6816733e-9,0.0038904028,0.0012387234,0.004206829],"study_design_scores_gemma":[0.0008454107,0.0009832425,0.00018335122,0.070162475,0.4841963,0.00003721725,0.00026342442,0.000005905897,1.5260836e-8,0.000051598818,0.44297445,0.00029660983],"about_ca_topic_score_codex":0.0007085451,"about_ca_topic_score_gemma":0.0013227006,"teacher_disagreement_score":0.9078978,"about_ca_system_score_codex":0.00026380894,"about_ca_system_score_gemma":0.0029335488,"threshold_uncertainty_score":0.99993074},"labels":[],"label_agreement":null},{"id":"W4223546131","doi":"10.2196/31459","title":"Problem-Based mHealth Literacy Scale (PB-mHLS): Development and Validation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Office for Philosophy and Social Sciences; Ministry of Education of the People's Republic of China","keywords":"mHealth; Exploratory factor analysis; Health literacy; Confirmatory factor analysis; Scale (ratio); Psychology; Literacy; Applied psychology; Discriminant validity; Medical education; Computer science; Structural equation modeling; Psychometrics; Medicine; Health care; Psychological intervention; Clinical psychology; Geography; Political science","score_opus":0.06762022920798261,"score_gpt":0.4481064964397054,"score_spread":0.3804862672317228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223546131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94504035,0.004387938,0.0018054333,0.028368697,0.0010401782,0.013556548,0.00030541848,0.0006696844,0.0048257816],"genre_scores_gemma":[0.89035195,0.0019958878,0.022757763,0.03708296,0.0006570946,0.04358681,0.0010279161,0.00016169864,0.002377919],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917834,0.001664345,0.002257604,0.0012263869,0.0008106226,0.0022576433],"domain_scores_gemma":[0.99457127,0.0007439427,0.0011817443,0.0007061526,0.00027238321,0.0025244812],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004316659,0.00048971456,0.00079974724,0.0005781231,0.009425388,0.00003951912,0.00030972046,0.0002730655,0.00045592507],"category_scores_gemma":[0.00005956797,0.0004986479,0.000058229693,0.0009397789,0.00013950607,0.00025151618,0.00032577466,0.0018120906,0.00007895764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017258502,0.0015582421,0.1655136,0.034839347,0.000027809774,0.000012231472,0.025864916,0.00009449662,0.000059322727,0.019451737,0.065941274,0.6849112],"study_design_scores_gemma":[0.003606898,0.0006165321,0.07064131,0.00020078359,0.000043171498,0.00002224553,0.0018177411,0.00084790896,0.000017134365,0.0010699211,0.9206532,0.00046315877],"about_ca_topic_score_codex":0.00077403995,"about_ca_topic_score_gemma":0.0003090593,"teacher_disagreement_score":0.85471195,"about_ca_system_score_codex":0.0011895328,"about_ca_system_score_gemma":0.007879101,"threshold_uncertainty_score":0.9997465},"labels":[],"label_agreement":null},{"id":"W4223569431","doi":"10.2196/32696","title":"Interaction Empowerment in Mobile Health: Concepts, Challenges, and Perspectives","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"mHealth; Empowerment; Context (archaeology); Health care; Digital health; Knowledge management; Digitization; Internet privacy; Computer science; Political science; Telecommunications","score_opus":0.12213093919937097,"score_gpt":0.49236199056247487,"score_spread":0.3702310513631039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223569431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67008823,0.2530916,0.0000259841,0.05173877,0.0013731744,0.018034387,0.00020182246,0.00033232014,0.005113728],"genre_scores_gemma":[0.7990488,0.14651288,0.00019680934,0.008603517,0.0002832976,0.044880617,0.00007856793,0.000050277784,0.00034523968],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934286,0.001973679,0.0015011944,0.0010191696,0.00042870257,0.0016486497],"domain_scores_gemma":[0.99661535,0.00059661036,0.0007874815,0.00049060636,0.00009279099,0.0014171522],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031423012,0.00032985688,0.00075740373,0.0004855689,0.0030882575,0.000009913619,0.00018379577,0.00016479385,0.0004615165],"category_scores_gemma":[0.00005624238,0.0003475927,0.000045251076,0.00042928668,0.00013707025,0.00017568056,0.00030197893,0.0021672805,0.000031941287],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007880954,0.0010383117,0.012498974,0.0076981727,0.0000138177575,0.000008279515,0.11502411,0.000019632247,0.000005880629,0.06418415,0.013307645,0.7854129],"study_design_scores_gemma":[0.0026927874,0.001859269,0.12811095,0.0001619669,0.000009334103,0.00003462949,0.14399701,0.00017678928,1.8210976e-7,0.0010601737,0.7216243,0.00027258892],"about_ca_topic_score_codex":0.0015551831,"about_ca_topic_score_gemma":0.0014117722,"teacher_disagreement_score":0.78514034,"about_ca_system_score_codex":0.0018432968,"about_ca_system_score_gemma":0.0024985794,"threshold_uncertainty_score":0.9998976},"labels":[],"label_agreement":null},{"id":"W4223622676","doi":"10.2196/35600","title":"Wearables in Schizophrenia: Update on Current and Future Clinical Applications","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Schizophrenia (object-oriented programming); Wearable computer; Wearable technology; Population; Psychiatry; Psychosis; Medicine; Paranoia; Psychology; Clinical psychology; Computer science","score_opus":0.18684389307580984,"score_gpt":0.5455188450383872,"score_spread":0.35867495196257737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223622676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000102614475,0.98888457,0.0000038821145,0.0014119296,0.0027586618,0.003447189,0.00070095184,0.00008179893,0.0026084306],"genre_scores_gemma":[0.000082102335,0.9923598,0.000064303546,0.0007206568,0.001147631,0.0047926093,0.00048232023,0.00007607428,0.000274457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99465466,0.0010541697,0.002071373,0.0011424191,0.00025469123,0.0008226786],"domain_scores_gemma":[0.9971957,0.00045684562,0.0008215776,0.00066164695,0.000016328839,0.0008478956],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013181408,0.00048460424,0.0016678172,0.000533025,0.00038200416,0.000050109444,0.00030580763,0.0003791975,0.00034607766],"category_scores_gemma":[0.000014555036,0.00043691383,0.00025446177,0.0006124482,0.00014716602,0.00007689647,0.00018165588,0.0023753638,0.00028284837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094601164,0.0009309963,0.000039973078,0.02598481,0.000015970963,0.0000062676777,0.00005100875,7.476683e-9,3.28338e-11,0.034504,0.0050641284,0.93330824],"study_design_scores_gemma":[0.0008159356,0.0007009447,0.0010147549,0.0025551834,0.000111359,0.000060418006,0.00007803908,5.520843e-7,4.1193832e-10,0.0008864634,0.99350494,0.00027138664],"about_ca_topic_score_codex":0.000059228165,"about_ca_topic_score_gemma":0.00008498016,"teacher_disagreement_score":0.9884408,"about_ca_system_score_codex":0.00032872,"about_ca_system_score_gemma":0.00065943546,"threshold_uncertainty_score":0.9999262},"labels":[],"label_agreement":null},{"id":"W4223633104","doi":"10.2196/35626","title":"Accuracy and Precision of Energy Expenditure, Heart Rate, and Steps Measured by Combined-Sensing Fitbits Against Reference Measures: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Generalitat de Catalunya; Ministerio de Ciencia e Innovación; Centres de Recerca de Catalunya","keywords":"Energy expenditure; Meta-analysis; Computer science; Statistics; Medicine; Mathematics; Internal medicine","score_opus":0.27158236808375585,"score_gpt":0.43886931670324153,"score_spread":0.16728694861948568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223633104","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016174238,0.99418813,0.000026177077,0.0009204993,0.0000313043,0.004129575,0.00039822902,0.000041073814,0.00010327033],"genre_scores_gemma":[0.004066555,0.9917,0.000088492205,0.003150297,0.000035481076,0.00033933044,0.00043324407,0.000058793066,0.0001278266],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9921536,0.0030090455,0.0022106175,0.0011524234,0.00082478294,0.0006495653],"domain_scores_gemma":[0.9934791,0.0023012254,0.0020174028,0.00083241094,0.00016642835,0.0012034421],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033391376,0.00078855857,0.013607647,0.00045030305,0.0004947526,0.00005233972,0.00014107283,0.00034373903,0.000028187756],"category_scores_gemma":[0.00060828176,0.0005393308,0.0005823396,0.00089110807,0.00016694938,0.00018556052,0.00018551544,0.0010609609,8.7435615e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007786866,0.00024523382,0.0000020946613,0.9514811,0.006403572,0.0000053649883,0.00011094696,4.0796163e-8,0.0000011557922,0.00009710398,0.0012477126,0.040327772],"study_design_scores_gemma":[0.0013353439,0.0019583513,0.0000787582,0.0749053,0.63207906,0.00024085825,0.00012644909,0.000046032994,0.0000016846619,0.0001292121,0.28818867,0.0009102864],"about_ca_topic_score_codex":0.00040795974,"about_ca_topic_score_gemma":0.00010506144,"teacher_disagreement_score":0.8765758,"about_ca_system_score_codex":0.00017619555,"about_ca_system_score_gemma":0.0009205095,"threshold_uncertainty_score":0.99970585},"labels":[],"label_agreement":null},{"id":"W4223637591","doi":"10.2196/34638","title":"Loneliness and Social Isolation Detection Using Passive Sensing Techniques: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Science Foundation Ireland","keywords":"Loneliness; Social isolation; Isolation (microbiology); mHealth; Computer science; Psychology; Human–computer interaction; Internet privacy; Psychological intervention; Social psychology; Psychotherapist; Psychiatry; Biology","score_opus":0.11718292711322445,"score_gpt":0.48841371556258195,"score_spread":0.37123078844935753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223637591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463426,0.026319433,0.0076072593,0.010548233,0.0021829577,0.005458066,0.00012594825,0.00039153176,0.001023981],"genre_scores_gemma":[0.9940431,0.00042513572,0.00057680364,0.0044332473,0.00020734998,0.00018850704,0.000032017662,0.000030413585,0.00006342253],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9979767,0.00039933817,0.0006385596,0.00037736818,0.00018204829,0.00042596186],"domain_scores_gemma":[0.99915844,0.00006058568,0.0004265458,0.00013196576,0.00005349076,0.00016898925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006645493,0.00014627779,0.00030609113,0.00016028735,0.0012350063,0.000026638734,0.000048439335,0.00006671385,0.00006272208],"category_scores_gemma":[0.000014302234,0.00016604774,0.000044757293,0.00028836235,0.000057905967,0.0001457527,0.00009404105,0.0003496157,0.000004356008],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023278604,0.000241877,0.000349498,0.032593794,0.00001562891,0.00001371017,0.0018415095,8.6317795e-7,0.00005070312,0.0012065077,0.00066191325,0.9627912],"study_design_scores_gemma":[0.035698034,0.048976496,0.27263448,0.37811652,0.0038893053,0.025598457,0.06735269,0.03238132,0.0018031313,0.040726334,0.07725614,0.015567064],"about_ca_topic_score_codex":0.00039908173,"about_ca_topic_score_gemma":0.00009603985,"teacher_disagreement_score":0.94722414,"about_ca_system_score_codex":0.00033426814,"about_ca_system_score_gemma":0.0001613984,"threshold_uncertainty_score":0.94987947},"labels":[],"label_agreement":null},{"id":"W4224069418","doi":"10.2196/33938","title":"Low- and High-Intensity Physical Activity Among People with HIV: Multilevel Modeling Analysis Using Sensor- and Survey-Based Predictors","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute on Aging; National Institutes of Health","keywords":"Mood; Psychology; Multilevel model; Coping (psychology); Physical activity; Affect (linguistics); Gerontology; Clinical psychology; Medicine; Physical therapy; Computer science","score_opus":0.05264826242561471,"score_gpt":0.35551573289698485,"score_spread":0.30286747047137014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224069418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383676,0.000114724055,0.0039067906,0.00082959037,0.00003363627,0.0009136246,0.00028974982,0.00006761003,0.0000074940594],"genre_scores_gemma":[0.9982883,0.00007556124,0.000916728,0.00031141122,0.00004360665,0.000085553555,0.00022339796,0.000029356906,0.000026096664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979938,0.00025981478,0.0002835072,0.00062737777,0.00033246024,0.0005030275],"domain_scores_gemma":[0.99836606,0.00016690619,0.00021165264,0.00032672973,0.00014551557,0.0007831592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043295382,0.00024322589,0.0007520745,0.00031342742,0.0011078784,0.000020730802,0.000038349826,0.000074336036,0.000008797948],"category_scores_gemma":[0.00002142855,0.00020545445,0.000046514928,0.0006844155,0.00009841388,0.00008127481,0.00006584145,0.00051362877,6.3086765e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011149746,0.00073579163,0.9898661,0.00069887546,0.00016785956,0.000011762372,0.0011794963,0.004678144,0.000010450607,0.00001213042,0.000017798575,0.0015066325],"study_design_scores_gemma":[0.0013307078,0.00032326006,0.53362215,0.00003332539,0.00040275132,0.000017466276,0.00012762698,0.4640497,0.0000024288174,0.000004035581,0.000002282968,0.00008427752],"about_ca_topic_score_codex":0.009577795,"about_ca_topic_score_gemma":0.0006746574,"teacher_disagreement_score":0.45937157,"about_ca_system_score_codex":0.0002601895,"about_ca_system_score_gemma":0.00047307299,"threshold_uncertainty_score":0.9970175},"labels":[],"label_agreement":null},{"id":"W4224211803","doi":"10.2196/25561","title":"A Mobile Phone App to Support Adherence to Daily HIV Pre-exposure Prophylaxis Engagement Among Young Men Who Have Sex With Men and Transgender Women Aged 15 to 19 Years in Thailand: Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pre-exposure prophylaxis; Men who have sex with men; Transgender; Mobile phone; Human immunodeficiency virus (HIV); Transgender women; Medicine; mHealth; Gerontology; Demography; Mobile apps; Psychology; Psychological intervention; Family medicine; Psychiatry; Computer science; Telecommunications","score_opus":0.03366318484108722,"score_gpt":0.357260197976886,"score_spread":0.3235970131357988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224211803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650477,0.00035007298,0.0003852867,0.0007319568,0.00003261092,0.029897505,0.00014756316,0.000056078847,0.003351184],"genre_scores_gemma":[0.91316235,0.00021313979,0.00019210987,0.00076477847,0.000102725426,0.032811724,0.000065556254,0.000040688272,0.05264693],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9947808,0.0015438996,0.0010163164,0.0007366238,0.00087872363,0.0010436657],"domain_scores_gemma":[0.99685943,0.00022692105,0.00017895356,0.00037318474,0.00008125059,0.0022802642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005762665,0.00030698365,0.0016826214,0.0006137942,0.00038300556,0.000065049724,0.00017758943,0.0000626494,0.0007085621],"category_scores_gemma":[0.00026555802,0.00023515559,0.000097844524,0.0005865955,0.00008700868,0.00009242085,0.00013358025,0.0007463819,0.000010856284],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8503584,0.000897677,0.005392357,0.0007950621,0.00015548004,0.00006681918,0.08177633,0.00003364594,0.00010410409,0.0000056542003,0.05399014,0.006424318],"study_design_scores_gemma":[0.82989335,0.13579887,0.013832349,0.00012330613,0.00008033115,0.000019594389,0.017506378,0.00040346594,0.000008442476,0.000013108063,0.002039915,0.00028091954],"about_ca_topic_score_codex":0.0022583385,"about_ca_topic_score_gemma":0.0010274849,"teacher_disagreement_score":0.1349012,"about_ca_system_score_codex":0.00050214335,"about_ca_system_score_gemma":0.0011143793,"threshold_uncertainty_score":0.95893663},"labels":[],"label_agreement":null},{"id":"W4224250696","doi":"10.2196/38181","title":"Early Detection of Neurodevelopmental Disorders of Toddlers and Postnatal Depression by Mobile Health App: Observational Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Autism; Population; Cross-sectional study; Depression (economics); Autism spectrum disorder; Medicine; Intervention (counseling); Psychiatry; Public health; Childbirth; Psychology; Pediatrics; Clinical psychology; Pregnancy; Nursing","score_opus":0.04006483399494402,"score_gpt":0.3664235430087186,"score_spread":0.32635870901377456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224250696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491996,0.002326228,0.000012738524,0.00016503145,0.0003151129,0.0019766707,0.00022263023,0.00003167801,0.000029963105],"genre_scores_gemma":[0.9983872,0.00047535455,0.00006453235,0.0004268885,0.00002978174,0.00039595642,0.000103040205,0.000019267842,0.00009793484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978107,0.00018739422,0.00076549355,0.00037029054,0.00053048466,0.00033563524],"domain_scores_gemma":[0.9989548,0.00007291314,0.00043612742,0.00013870354,0.000044260276,0.00035325054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006175335,0.00015326584,0.00034826683,0.00014094678,0.000558581,0.000008460427,0.00006313328,0.00004760441,0.000039937553],"category_scores_gemma":[0.00001010594,0.00015171416,0.00003477865,0.00018526704,0.00008726524,0.00010446718,0.00010848464,0.0003408354,4.797225e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018916457,0.00079918833,0.98439234,0.004361635,0.000013562868,0.0000022941147,0.0015170845,0.000008821114,0.00015037671,0.000014176835,0.000028609422,0.0068202442],"study_design_scores_gemma":[0.002214746,0.005945864,0.99053955,0.000114933995,0.000010011384,0.000093224,0.00060735486,0.00006181005,0.00014991377,0.000017477276,0.00015629921,0.000088791356],"about_ca_topic_score_codex":0.0017411066,"about_ca_topic_score_gemma":0.000040216106,"teacher_disagreement_score":0.006731453,"about_ca_system_score_codex":0.00015832615,"about_ca_system_score_gemma":0.0003531017,"threshold_uncertainty_score":0.6186724},"labels":[],"label_agreement":null},{"id":"W4224257559","doi":"10.2196/32643","title":"A Novel Method for Evaluating Mobile Apps (App Rating Inventory): Development Study","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Computer science; App store; mHealth; Mobile phone; World Wide Web; Internet privacy; Medicine; Telecommunications; Psychological intervention; Psychiatry","score_opus":0.4103898791658612,"score_gpt":0.6170027916981253,"score_spread":0.2066129125322641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224257559","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001300224,0.9045196,0.006792715,0.00017529704,0.0015194833,0.08541635,0.00041187968,0.00048115666,0.0005534998],"genre_scores_gemma":[0.00000610514,0.62288505,0.036927093,0.0016306593,0.0008127191,0.33574784,0.0008389701,0.0002451434,0.00090643216],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9822687,0.004392704,0.006365585,0.002417611,0.0011538796,0.0034015432],"domain_scores_gemma":[0.9848675,0.006032264,0.0047745104,0.0013993161,0.0003432077,0.002583177],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.019072035,0.0012676334,0.004463471,0.00089849764,0.009954724,0.000043555923,0.00081456255,0.00088448776,0.0005525934],"category_scores_gemma":[0.0007112145,0.0011602468,0.00038756296,0.0013738605,0.00007149511,0.00013832844,0.00067330257,0.0040946044,0.000105510466],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008360317,0.00071752723,0.00007005966,0.16866334,0.000066243156,0.0000010929483,0.0040622465,0.000002098962,1.1100741e-7,0.0005225839,0.003728557,0.8220825],"study_design_scores_gemma":[0.0029415614,0.0014200524,0.00006984795,0.004125023,0.0007322023,0.00002387218,0.005168128,0.00038877287,1.4327961e-8,0.00005604538,0.984324,0.0007504763],"about_ca_topic_score_codex":0.00069703814,"about_ca_topic_score_gemma":0.00046771983,"teacher_disagreement_score":0.98059547,"about_ca_system_score_codex":0.0029592682,"about_ca_system_score_gemma":0.028432341,"threshold_uncertainty_score":0.9990848},"labels":[],"label_agreement":null},{"id":"W4224285116","doi":"10.2196/34483","title":"Reimagining Connected Care in the Era of Digital Medicine","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; mHealth; Telehealth; Digital health; Frontier; Pandemic; Telemedicine; Computer science; Coronavirus disease 2019 (COVID-19); Data science; Medicine; Political science","score_opus":0.05741042281263357,"score_gpt":0.41433812297112654,"score_spread":0.35692770015849296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224285116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9307372,0.0026633553,0.000012872997,0.06341074,0.00015856711,0.0010584702,0.00005063208,0.00003211266,0.0018760477],"genre_scores_gemma":[0.98941016,0.00029082235,0.000080160804,0.0095265405,0.00020538323,0.00012890917,0.00032147314,0.000013733323,0.000022825598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981119,0.00016149796,0.00064211234,0.000227358,0.00047715244,0.0003799575],"domain_scores_gemma":[0.9990393,0.00022066206,0.00024379569,0.00022126343,0.00007093411,0.00020402261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071494986,0.00011842984,0.0003681547,0.00018359028,0.00024921892,0.000004953419,0.00008802456,0.00002653331,0.00015473593],"category_scores_gemma":[0.000088386005,0.00007393725,0.000022998849,0.00057036855,0.00009433522,0.00006447413,0.000039413557,0.00072153396,9.098884e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014920732,0.00030838206,0.5367958,0.0048986967,0.000018731296,0.00009049145,0.0897108,0.000002957073,0.00003453566,0.003467329,0.017161025,0.34601918],"study_design_scores_gemma":[0.008258882,0.0069139753,0.8072391,0.00015960359,0.000083624225,0.00033504114,0.10600321,0.00010047295,0.0000054887128,0.00035898996,0.070419416,0.00012218583],"about_ca_topic_score_codex":0.0007746015,"about_ca_topic_score_gemma":0.00008760893,"teacher_disagreement_score":0.345897,"about_ca_system_score_codex":0.00012984042,"about_ca_system_score_gemma":0.00058774336,"threshold_uncertainty_score":0.3134746},"labels":[],"label_agreement":null},{"id":"W4225001903","doi":"10.2196/30089","title":"Exploring Wearables to Focus on the “Sweet Spot” of Physical Activity and Sleep After Hospitalization: Secondary Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Sleep (system call); Activities of daily living; Actigraphy; Physical activity; Activity tracker; Physical therapy; Quality of life (healthcare); Circadian rhythm; Internal medicine","score_opus":0.04881545782271251,"score_gpt":0.33917225606930906,"score_spread":0.29035679824659655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225001903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99074507,0.0011286974,0.000045993787,0.005493819,0.00019648635,0.00043503614,0.00004761103,0.000027108466,0.001880201],"genre_scores_gemma":[0.9982015,0.00020463101,0.000008960192,0.0009706922,0.00006631774,0.00045311823,0.0000058943137,0.000016033973,0.00007284538],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998628,0.0002890434,0.000184253,0.00035765299,0.00020728524,0.00033372513],"domain_scores_gemma":[0.99918574,0.0001771113,0.00011894922,0.00028698254,0.000020084535,0.0002111154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003145919,0.00013824874,0.00029282854,0.00024129452,0.00037020727,0.00001243172,0.00009080185,0.000043449214,0.00035813244],"category_scores_gemma":[0.000009272966,0.00010400014,0.00007105202,0.0008017207,0.00006574713,0.00006429827,0.000073108924,0.00035345816,0.0000074484437],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006191787,0.0045922655,0.09667501,0.0007837279,0.0030114022,0.000052186642,0.14083977,0.0014340788,0.000051250605,0.04316503,0.0045045023,0.698699],"study_design_scores_gemma":[0.0012857404,0.0017523885,0.985098,0.000018096302,0.00057895185,0.0000054096276,0.007092566,0.0006785989,0.00002977788,0.0006324278,0.0025744864,0.00025354326],"about_ca_topic_score_codex":0.00055472384,"about_ca_topic_score_gemma":0.0000620129,"teacher_disagreement_score":0.888423,"about_ca_system_score_codex":0.00004100475,"about_ca_system_score_gemma":0.000051609866,"threshold_uncertainty_score":0.42410025},"labels":[],"label_agreement":null},{"id":"W4225115367","doi":"10.2196/36377","title":"Quality Evaluation of Free-living Validation Studies for the Assessment of 24-Hour Physical Behavior in Adults via Wearables: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Computer science; Wearable computer; Quality (philosophy); Wearable technology; Construct (python library); Medicine","score_opus":0.4257348173386051,"score_gpt":0.5907995616251331,"score_spread":0.16506474428652806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225115367","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00412861,0.9761242,0.000032763997,0.0003842449,0.00015158803,0.01898368,0.00015949334,0.000015123573,0.000020286861],"genre_scores_gemma":[0.01715556,0.97356886,0.00008326878,0.00015714638,0.0001355246,0.008756551,0.000103401755,0.000031698648,0.0000079977635],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9928013,0.002890795,0.0022272763,0.0004679316,0.0012280268,0.00038466728],"domain_scores_gemma":[0.99160784,0.004421274,0.0027156386,0.0007313179,0.00034527117,0.00017862949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009423542,0.00033454187,0.0051888446,0.00017124426,0.0002103248,0.0000050675485,0.00020119641,0.00011482608,0.000014330157],"category_scores_gemma":[0.0015509905,0.00021173703,0.0004183068,0.00052666897,0.000090094465,0.00008660301,0.00010441865,0.00069220574,4.268284e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026360953,0.0012042653,0.000041903382,0.8808212,0.00008047718,2.1077037e-7,0.0005454688,5.3818303e-7,1.635739e-7,0.00023085142,0.000059118913,0.116989434],"study_design_scores_gemma":[0.0015885858,0.0023444335,0.004812064,0.97255313,0.014533328,0.000014177512,0.0008808275,0.0008562206,3.1192513e-7,0.00030043768,0.0018283251,0.00028813852],"about_ca_topic_score_codex":0.0002716399,"about_ca_topic_score_gemma":0.00008042076,"teacher_disagreement_score":0.1167013,"about_ca_system_score_codex":0.000938701,"about_ca_system_score_gemma":0.0027142607,"threshold_uncertainty_score":0.86343855},"labels":[],"label_agreement":null},{"id":"W4225121044","doi":"10.2196/25116","title":"Developing a Smart Home Technology Innovation for People With Physical and Mental Health Problems: Considerations and Recommendations","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Parkwood Institute; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"","keywords":"Mental health; Psychological intervention; mHealth; Digital health; Health care; Intervention (counseling); Internet privacy; Home automation; Business; Knowledge management; Nursing; Medicine; Computer science; Telecommunications","score_opus":0.07581043554489793,"score_gpt":0.4287737015496698,"score_spread":0.3529632660047719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225121044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78395104,0.0008932654,0.00086013303,0.21036589,0.0003597073,0.0027210044,0.00056795223,0.0001278177,0.00015318282],"genre_scores_gemma":[0.9878201,0.00007364176,0.0042443355,0.00427712,0.000045250603,0.002975572,0.00034358742,0.000031563224,0.00018882279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99809086,0.00014631798,0.00058523443,0.00049359933,0.00013133204,0.0005526272],"domain_scores_gemma":[0.99903625,0.00015432229,0.00034954055,0.00016666745,0.00007777883,0.00021542952],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053086993,0.00017811806,0.00035125614,0.000482441,0.0018607876,0.000048190657,0.00005373622,0.00005069693,0.000030345442],"category_scores_gemma":[0.000019251349,0.00018017314,0.0000169319,0.0007277443,0.00012958606,0.0001616098,0.0001123277,0.00031029904,0.0000025692548],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023694978,0.00077522144,0.011467641,0.0019255996,0.000047409536,0.0000011487658,0.011006881,0.0000010390035,0.000005281614,0.9104276,0.009816855,0.05428838],"study_design_scores_gemma":[0.024267424,0.041445363,0.27428636,0.0013092903,0.00014019303,0.0037957684,0.06064642,0.0012774848,0.00003102539,0.38927844,0.20124546,0.0022767626],"about_ca_topic_score_codex":0.00022554804,"about_ca_topic_score_gemma":0.00081624405,"teacher_disagreement_score":0.52114916,"about_ca_system_score_codex":0.00030878905,"about_ca_system_score_gemma":0.000509461,"threshold_uncertainty_score":0.99943864},"labels":[],"label_agreement":null},{"id":"W4225306939","doi":"10.2196/33261","title":"Consumer Devices for Patient-Generated Health Data Using Blood Pressure Monitors for Managing Hypertension: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Medicine; MEDLINE; mHealth; CLARITY; Blood pressure; Meta-analysis; Systematic review; Emergency medicine; Internal medicine; Psychological intervention; Nursing","score_opus":0.308582881628514,"score_gpt":0.44821761420780964,"score_spread":0.13963473257929565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225306939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000038725852,0.97173315,0.000015910056,0.0018866147,0.0006686151,0.023616541,0.0019403187,0.00012045976,0.000014500382],"genre_scores_gemma":[0.0000120584355,0.97278947,0.0019347132,0.018731305,0.0004355026,0.0029405854,0.00286467,0.00017220918,0.00011951075],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99345773,0.00078359805,0.0026652992,0.0014468525,0.000568993,0.0010775033],"domain_scores_gemma":[0.99378574,0.0011333529,0.002290955,0.0016828668,0.00033033983,0.00077676267],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021876919,0.00083748734,0.008764593,0.00032688372,0.0014330429,0.000051111954,0.00040008762,0.00027484162,0.000020516776],"category_scores_gemma":[0.0003453751,0.00060212525,0.00042429927,0.00048970943,0.00007387688,0.00012694231,0.00042467323,0.0006634983,0.0000022965214],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004342003,0.00018448965,0.0000025760162,0.8670503,0.0018023122,0.000014204617,0.00007702359,9.9579005e-8,3.6911345e-8,0.000016072912,0.0332393,0.097570196],"study_design_scores_gemma":[0.0007536703,0.00050787814,7.9205273e-7,0.28152448,0.07251628,0.0005812923,0.00014428528,0.00013642806,2.9575304e-8,0.0000031251425,0.6435193,0.00031246225],"about_ca_topic_score_codex":0.0001742283,"about_ca_topic_score_gemma":0.00002246562,"teacher_disagreement_score":0.61028,"about_ca_system_score_codex":0.000058621998,"about_ca_system_score_gemma":0.0023749073,"threshold_uncertainty_score":0.99986696},"labels":[],"label_agreement":null},{"id":"W4225326189","doi":"10.2196/36065","title":"Monitoring Symptoms of COVID-19: Review of Mobile Apps","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Cancer Institute","keywords":"mHealth; Coronavirus disease 2019 (COVID-19); Telemedicine; Mobile apps; Medicine; Telehealth; Health care; 2019-20 coronavirus outbreak; Disease management; Medical emergency; Internet privacy; Disease; Computer science; Health management system; Psychological intervention; Nursing; World Wide Web; Alternative medicine; Infectious disease (medical specialty); Pathology","score_opus":0.1989083409009281,"score_gpt":0.5572833322644929,"score_spread":0.35837499136356477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225326189","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028613298,0.9724682,0.000030185383,0.0005117173,0.0012039631,0.02271363,0.0010550586,0.0001707005,0.0018179177],"genre_scores_gemma":[0.000013494063,0.9280908,0.00027755354,0.003670803,0.0006553934,0.066199765,0.00054439233,0.00015655659,0.00039121072],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98546267,0.0035156247,0.0068847863,0.0012361435,0.0009796891,0.0019211074],"domain_scores_gemma":[0.9831511,0.0039170147,0.0072556874,0.0017491853,0.00027579156,0.0036512231],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065849535,0.00084120315,0.0059462725,0.0007762879,0.0018876299,0.000004325082,0.0008357672,0.00083678553,0.0020897163],"category_scores_gemma":[0.0009266007,0.0007479224,0.0005517996,0.0019040994,0.0002585105,0.00009237491,0.00047760337,0.003197105,0.00006206785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019076882,0.00010933685,0.0001245332,0.5096601,0.000020485295,0.0000011864458,0.00024822864,1.3292605e-7,1.0459499e-8,0.00082887354,0.0049870973,0.48400092],"study_design_scores_gemma":[0.0006126072,0.0005163554,0.00005006787,0.10454178,0.0006181533,0.000021369255,0.00041102702,0.0000012882831,2.602703e-8,0.00008200392,0.89281046,0.00033484495],"about_ca_topic_score_codex":0.000987637,"about_ca_topic_score_gemma":0.00002185827,"teacher_disagreement_score":0.8878234,"about_ca_system_score_codex":0.00158913,"about_ca_system_score_gemma":0.029416034,"threshold_uncertainty_score":0.9994972},"labels":[],"label_agreement":null},{"id":"W4225329210","doi":"10.2196/30517","title":"Lifelog Retrieval From Daily Digital Data: Narrative Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Programa Operacional Regional do Centro; European Commission","keywords":"Lifelog; Computer science; Wearable computer; Scopus; Narrative; Field (mathematics); Narrative review; Information retrieval; Process (computing); World Wide Web; Multimedia; Data science; Human–computer interaction; Psychology; MEDLINE","score_opus":0.198297855108424,"score_gpt":0.4605104628521236,"score_spread":0.2622126077436996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225329210","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009691796,0.9918426,0.00084895745,0.0020602255,0.0015266016,0.0018671311,0.0007720836,0.00034560476,0.0007270523],"genre_scores_gemma":[0.0000083077075,0.9921491,0.0008386366,0.0030993887,0.00042763667,0.00018486104,0.0030151913,0.000046571957,0.00023026932],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946345,0.00061284535,0.0015721098,0.0018347832,0.0005915005,0.00075427536],"domain_scores_gemma":[0.99453455,0.0006319613,0.0017891203,0.0026166742,0.00012297278,0.00030473087],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012641845,0.0006398392,0.0022787564,0.00043075837,0.00074490206,0.00022950154,0.002926779,0.00037309594,0.00014880169],"category_scores_gemma":[0.000425417,0.0005533196,0.00014924494,0.0016641549,0.00016226928,0.0014747665,0.0021660046,0.0025200706,0.00013310002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009191565,0.00007522383,0.0000017290947,0.030380633,0.00006031452,0.0000318044,0.0004272145,5.364073e-9,1.08132e-8,0.0027004625,0.05111749,0.91519594],"study_design_scores_gemma":[0.00016187732,0.00026940118,0.000008831268,0.009421657,0.00013618401,0.00014173264,0.00007959132,0.00003361584,2.8078173e-8,0.00046468308,0.9888771,0.00040530995],"about_ca_topic_score_codex":0.00003523087,"about_ca_topic_score_gemma":0.000007701147,"teacher_disagreement_score":0.9377596,"about_ca_system_score_codex":0.00061574747,"about_ca_system_score_gemma":0.0024357953,"threshold_uncertainty_score":0.99978113},"labels":[],"label_agreement":null},{"id":"W4225400650","doi":"10.2196/31102","title":"Review and Analysis of German Mobile Apps for Inflammatory Bowel Disease Management Using the Mobile Application Rating Scale: Systematic Search in App Stores and Content Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Mobile apps; German; Android (operating system); mHealth; Medicine; Inflammatory bowel disease; Smartphone app; World Wide Web; Computer science; Multimedia; Internet privacy; Disease; Internal medicine; Nursing; Geography","score_opus":0.08181585510438803,"score_gpt":0.4681779872067337,"score_spread":0.38636213210234566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225400650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8499514,0.10708204,0.002053122,0.0012028798,0.00007810394,0.039046,0.00049532484,0.0000592461,0.00003188915],"genre_scores_gemma":[0.8386534,0.042168062,0.0004326251,0.0037725687,0.000039706112,0.1145033,0.00029553298,0.000033542314,0.0001012742],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99443716,0.001507638,0.0020877412,0.0007126273,0.00041780886,0.0008370503],"domain_scores_gemma":[0.99620044,0.00089456583,0.0011666494,0.00075841363,0.00018576687,0.0007941488],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058383504,0.000261921,0.0012279574,0.0008993667,0.0023126055,0.000013629094,0.00022164671,0.000084036736,0.00002676982],"category_scores_gemma":[0.00004180387,0.00021271722,0.00013248665,0.0021829482,0.00013797458,0.000084145075,0.00026077853,0.00056175794,7.8674395e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034595255,0.00035630728,0.23086517,0.74580574,0.00061342097,0.0000013610455,0.0056262175,0.0019838682,0.000012156505,0.0050414633,0.00054400746,0.00880432],"study_design_scores_gemma":[0.0036278225,0.00052520883,0.664893,0.0055122464,0.022040926,0.0000051948487,0.030536653,0.26227927,7.9179017e-7,0.000261316,0.009600133,0.0007174708],"about_ca_topic_score_codex":0.00073509547,"about_ca_topic_score_gemma":0.00056767627,"teacher_disagreement_score":0.7402935,"about_ca_system_score_codex":0.0004265088,"about_ca_system_score_gemma":0.00057856174,"threshold_uncertainty_score":0.99898624},"labels":[],"label_agreement":null},{"id":"W4225797136","doi":"10.2196/35053","title":"Emerging Artificial Intelligence–Empowered mHealth: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Digital health; Wearable computer; Health care; Wearable technology; Systematic review; Data science; Computer science; Telemedicine; Leverage (statistics); Applications of artificial intelligence; MEDLINE; Medicine; Artificial intelligence; Psychological intervention; Nursing","score_opus":0.17668184203519088,"score_gpt":0.5127364708846038,"score_spread":0.33605462884941295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225797136","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27452108,0.4687982,0.001687228,0.1602028,0.026287956,0.01871134,0.0009331064,0.0014322852,0.047426004],"genre_scores_gemma":[0.97002375,0.004620776,0.0003265974,0.021020245,0.0004123489,0.002291512,0.00015379845,0.00008529537,0.001065659],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99495196,0.00070713885,0.0017488089,0.0008034,0.0005041835,0.0012845041],"domain_scores_gemma":[0.997673,0.00019118957,0.00061947084,0.0005639971,0.000057584177,0.0008947719],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020409797,0.00029735945,0.00062904885,0.00029710509,0.001365175,0.00003979955,0.0003367382,0.00007737913,0.0037376382],"category_scores_gemma":[0.000056897847,0.00032850445,0.00014406235,0.00080129434,0.00010942763,0.00016234908,0.00025378747,0.0008123111,0.00032621215],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042685703,0.001509921,0.00044218617,0.04200418,0.00003144965,0.00005458646,0.0025995362,0.0000050434787,0.0000012760944,0.08795401,0.02149586,0.8434751],"study_design_scores_gemma":[0.008206018,0.05312651,0.04506217,0.24301764,0.0014579212,0.0052990224,0.054440487,0.0016009068,0.0001318589,0.19581108,0.3814418,0.010404593],"about_ca_topic_score_codex":0.00046291572,"about_ca_topic_score_gemma":0.00015117986,"teacher_disagreement_score":0.8330705,"about_ca_system_score_codex":0.00042841973,"about_ca_system_score_gemma":0.00060490274,"threshold_uncertainty_score":0.9999349},"labels":[],"label_agreement":null},{"id":"W4226137906","doi":"10.2196/36226","title":"Impact of a Mobile Application for Tracking Nausea and Vomiting During Pregnancy (NVP) on NVP Symptoms, Quality of Life, and Decisional Conflict Regarding NVP Treatments: MinSafeStart Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nausea; Randomized controlled trial; Vomiting; Quality of life (healthcare); Medicine; Pregnancy; mHealth; Psychology; Obstetrics; Internal medicine; Psychiatry; Psychological intervention; Nursing","score_opus":0.06251311163499226,"score_gpt":0.4374003543008312,"score_spread":0.37488724266583895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226137906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97787565,0.009118714,0.0002008531,0.00034823426,0.000112385256,0.012028935,0.00020470348,0.000031720134,0.000078821584],"genre_scores_gemma":[0.9928051,0.0025055034,0.00014003536,0.0001382449,0.00013421048,0.004078946,0.000085269865,0.000024977513,0.00008765939],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99654406,0.0005485483,0.0015930454,0.0004455595,0.00046421142,0.00040457657],"domain_scores_gemma":[0.9949535,0.002625525,0.0014326745,0.0002830167,0.00014152529,0.0005637456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002409797,0.00024791708,0.0020278257,0.00026982094,0.00039743184,0.000011849016,0.000062127,0.00010299426,0.000018551476],"category_scores_gemma":[0.001459882,0.00018489377,0.00028003223,0.00016614306,0.0001440871,0.000108305496,0.000038683145,0.0002481098,1.1100232e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96104795,0.00085490354,0.01444348,0.0025736294,0.00038107805,0.0000015137488,0.00218553,0.00001632814,0.00040740916,0.0003150731,0.000041459585,0.01773163],"study_design_scores_gemma":[0.91208845,0.004008646,0.080915876,0.0009585777,0.00036841584,0.000031904285,0.00031734223,0.0009570933,0.00004995718,0.00010851915,0.000048925616,0.00014631322],"about_ca_topic_score_codex":0.00015902353,"about_ca_topic_score_gemma":0.0000046874793,"teacher_disagreement_score":0.06647239,"about_ca_system_score_codex":0.0002028882,"about_ca_system_score_gemma":0.0009172184,"threshold_uncertainty_score":0.7539749},"labels":[],"label_agreement":null},{"id":"W4226308818","doi":"10.2196/33527","title":"The Implementation of Behavior Change Techniques in mHealth Apps for Sleep: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Sleep (system call); Behaviour change; Behavior change methods; Medicine; Psychology; Clinical psychology; Applied psychology; Psychiatry; Computer science","score_opus":0.2561499027141651,"score_gpt":0.5841382805596326,"score_spread":0.32798837784546747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226308818","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000088069555,0.85546404,0.000015658561,0.0014771803,0.0005604429,0.14121127,0.0010174323,0.00013469758,0.0001104894],"genre_scores_gemma":[0.000009051482,0.57185763,0.0001454144,0.002838401,0.00021767017,0.42406884,0.00068882626,0.000101606434,0.000072575625],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98409253,0.004185689,0.00762548,0.0010851765,0.0007014313,0.0023096872],"domain_scores_gemma":[0.98586506,0.0045112586,0.0068371785,0.0014930246,0.00025165995,0.0010417968],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012099259,0.0008028784,0.0052130083,0.0006602454,0.003127772,0.0000146624525,0.0008226261,0.0006224007,0.00014763637],"category_scores_gemma":[0.00034944667,0.00057829794,0.0004353848,0.001421047,0.00013304903,0.00013577845,0.00026284478,0.0023255986,0.000019955103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013745385,0.00006635639,0.000038596438,0.5543061,0.000009853699,5.024302e-7,0.00022936186,9.976505e-10,2.9864065e-9,0.002408084,0.0018641036,0.44106328],"study_design_scores_gemma":[0.0005058136,0.00039708614,0.00013871858,0.187154,0.0013372272,0.000013042973,0.0010222789,0.0000017278281,1.7663448e-8,0.00009768266,0.8090421,0.0002903188],"about_ca_topic_score_codex":0.0017496909,"about_ca_topic_score_gemma":0.001964231,"teacher_disagreement_score":0.80717796,"about_ca_system_score_codex":0.001807186,"about_ca_system_score_gemma":0.006775433,"threshold_uncertainty_score":0.9999761},"labels":[],"label_agreement":null},{"id":"W4226403870","doi":"10.2196/32557","title":"Digital Health Technologies for Long-term Self-management of Osteoporosis: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Khalifa University of Science, Technology and Research","keywords":"mHealth; Scopus; Medicine; Meta-analysis; Psychological intervention; Self-management; Randomized controlled trial; MEDLINE; Systematic review; Grey literature; Osteoporosis; Computer science; Nursing; Pathology","score_opus":0.17795335526151745,"score_gpt":0.5027758034036048,"score_spread":0.3248224481420874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226403870","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000011756491,0.92443264,0.00012883596,0.0033416476,0.00013352917,0.06803222,0.003174825,0.00050846353,0.00024667964],"genre_scores_gemma":[0.000014654191,0.8214681,0.0006668351,0.002907223,0.000030961914,0.17258641,0.0013921034,0.00012655921,0.0008071494],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98640794,0.0017629316,0.0071934755,0.0017665683,0.00073084864,0.0021382412],"domain_scores_gemma":[0.9860137,0.0023544547,0.008154812,0.0021447183,0.00022940086,0.0011029285],"candidate_categories":["metaepi_narrow","metaepi_broad","sts"],"consensus_categories":[],"category_scores_codex":[0.0053906017,0.0011645332,0.01647708,0.0011875028,0.0024968085,0.00003605117,0.00081967894,0.00065684516,0.0001870584],"category_scores_gemma":[0.00016788897,0.00087001425,0.0017669346,0.0026280342,0.00016866722,0.00017703745,0.0006337863,0.0017276668,0.000020783305],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011612623,0.00018226079,0.0000149887965,0.8817144,0.015768675,0.0000013869249,0.00018586156,3.822028e-8,1.1450841e-10,0.0017675682,0.001309145,0.099044085],"study_design_scores_gemma":[0.0004844242,0.0003798014,0.000026369033,0.041480944,0.47434616,0.00001655738,0.00070890295,0.0000018078972,1.2486646e-9,0.00007352952,0.48202842,0.000453063],"about_ca_topic_score_codex":0.00006240664,"about_ca_topic_score_gemma":0.000053445106,"teacher_disagreement_score":0.84023345,"about_ca_system_score_codex":0.0008928253,"about_ca_system_score_gemma":0.0034318985,"threshold_uncertainty_score":0.99937505},"labels":[],"label_agreement":null},{"id":"W4229037983","doi":"10.2196/34531","title":"The Effectiveness of a Mobile Health Care App and Human Coaching Program in Primary Care Clinics: Pilot Multicenter Real-World Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health coaching; Medicine; Waist; Dyslipidemia; Physical therapy; Blood pressure; Self-management; Depression (economics); Weight management; Diabetes mellitus; Weight loss; Coaching; Gerontology; Body mass index; Disease; Obesity; Internal medicine; Randomized controlled trial; Psychology; Endocrinology","score_opus":0.056118940980431666,"score_gpt":0.4907227862504967,"score_spread":0.434603845270065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229037983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94145125,0.00969926,0.0000057422776,0.0003868105,0.00049952575,0.046049166,0.00022860497,0.00022024442,0.0014593996],"genre_scores_gemma":[0.89048064,0.002933258,0.00020097212,0.0015879193,0.00015508325,0.10418633,0.0003118831,0.00007967259,0.00006425464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9850134,0.00861922,0.0027442337,0.0010795266,0.0006514456,0.0018921561],"domain_scores_gemma":[0.9932589,0.0029573117,0.0014453914,0.0009393178,0.00025069012,0.0011483786],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0088617,0.000435136,0.0012556678,0.00046607142,0.0078391535,0.000023651171,0.00041523634,0.00012329218,0.0000156915],"category_scores_gemma":[0.00006206877,0.000369752,0.00007264547,0.00092957576,0.00022523584,0.00010731308,0.000573054,0.002532351,0.0000038710587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002346346,0.0018982926,0.79904395,0.03585918,0.000018215811,0.0000037587806,0.031956952,0.000017268261,0.0000035254022,0.0033771687,0.00027323666,0.12520207],"study_design_scores_gemma":[0.0069243973,0.009884439,0.85488766,0.0004483328,0.000035868856,0.0000019362346,0.09145552,0.000036955207,2.8215587e-7,0.0000940177,0.035976477,0.00025409047],"about_ca_topic_score_codex":0.01828581,"about_ca_topic_score_gemma":0.022101896,"teacher_disagreement_score":0.12494799,"about_ca_system_score_codex":0.0022460131,"about_ca_system_score_gemma":0.004244219,"threshold_uncertainty_score":0.9998754},"labels":[],"label_agreement":null},{"id":"W4229777513","doi":"10.2196/18411","title":"Correction: A Smartphone App to Improve Medication Adherence in Patients With Type 2 Diabetes in Asia: Feasibility Randomized Controlled Trial","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medication adherence; Randomized controlled trial; mHealth; Type 2 diabetes; Smartphone app; Medicine; Diabetes mellitus; Psychology; Family medicine; Physical therapy; Computer science; Internet privacy; Psychiatry; Internal medicine; Psychological intervention","score_opus":0.03287419283982084,"score_gpt":0.34751309940800473,"score_spread":0.3146389065681839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229777513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81798947,0.005710721,0.00009317781,0.020618407,0.060011994,0.081374094,0.00004969075,0.00026935,0.013883129],"genre_scores_gemma":[0.921242,0.0038920739,0.00037275229,0.012447413,0.0034778765,0.013508166,0.0018737661,0.00012034508,0.043065596],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99540186,0.00063199433,0.0016107941,0.00094173325,0.0008074629,0.0006061266],"domain_scores_gemma":[0.9968324,0.00042576093,0.0009567006,0.0005014176,0.00030945247,0.0009743077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017882813,0.00042459602,0.0031860608,0.0003409652,0.00008451585,0.000023447947,0.00016386593,0.00049435097,0.00021658119],"category_scores_gemma":[0.00217277,0.00030566452,0.00010721796,0.0008868248,0.00015163272,0.00007269413,0.00004022667,0.0016893665,0.00009412502],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7369601,0.00062146236,0.013304687,0.0014678636,0.000035739835,0.000002919734,0.0003050419,1.5785375e-7,3.9992588e-7,0.000007629269,0.24235083,0.0049431254],"study_design_scores_gemma":[0.8678634,0.004953656,0.11917326,0.0014875323,0.00016806071,8.5673685e-7,0.00009003873,0.0006505868,4.842048e-7,0.000043780576,0.0053170873,0.00025124985],"about_ca_topic_score_codex":0.0002518735,"about_ca_topic_score_gemma":0.00026090853,"teacher_disagreement_score":0.23703374,"about_ca_system_score_codex":0.0004289195,"about_ca_system_score_gemma":0.004037952,"threshold_uncertainty_score":0.99993956},"labels":[],"label_agreement":null},{"id":"W4233286306","doi":"10.2196/mhealth.9177","title":"Addendum of: Fall Detection in Individuals With Lower Limb Amputations Using Mobile Phones: Machine Learning Enhances Robustness for Real-World Applications","year":2017,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Robustness (evolution); Addendum; Computer science; Mobile phone; Artificial intelligence; Simulation; Human–computer interaction; Computer vision; Machine learning; Physical medicine and rehabilitation; Medicine; Telecommunications; Psychological intervention; Nursing","score_opus":0.06071108658791191,"score_gpt":0.36983319147328286,"score_spread":0.30912210488537095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233286306","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05717178,0.0037966622,0.91860723,0.00046926114,0.007060523,0.010349826,0.00051454245,0.00041517158,0.0016149915],"genre_scores_gemma":[0.9720433,0.002321323,0.009215865,0.000115002644,0.0014896697,0.0057368297,0.00049487693,0.00011357562,0.008469567],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99678475,0.00029742744,0.00090100407,0.0009453334,0.00043848972,0.00063298875],"domain_scores_gemma":[0.99625677,0.0004143546,0.0019828626,0.0006800308,0.0003734996,0.0002925054],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010062886,0.0004057519,0.00091566314,0.0009436021,0.0008803126,0.00023140707,0.0005897942,0.00034288852,0.0000043455275],"category_scores_gemma":[0.00004927682,0.00039231055,0.000096965785,0.0007333446,0.00012147908,0.0006361358,0.00013717152,0.0009767248,0.0000026366304],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005578649,0.0019864049,0.020346072,0.026560785,0.00029161078,0.000014971746,0.008611731,0.0038843476,0.00007686704,0.00053547235,0.012176572,0.9249573],"study_design_scores_gemma":[0.008115737,0.0074111307,0.034816395,0.008492781,0.00054638594,0.00019315853,0.0018345579,0.48297024,0.00018685685,0.0010104424,0.45042473,0.0039975788],"about_ca_topic_score_codex":0.0041653705,"about_ca_topic_score_gemma":0.028804112,"teacher_disagreement_score":0.9209597,"about_ca_system_score_codex":0.0002891793,"about_ca_system_score_gemma":0.0015545307,"threshold_uncertainty_score":0.9998529},"labels":[],"label_agreement":null},{"id":"W4233569109","doi":"10.2196/30540","title":"Correction: Tracking and Monitoring Mood Stability of Patients With Major Depressive Disorder by Machine Learning Models Using Passive Digital Data: Prospective Naturalistic Multicenter Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mood; Naturalistic observation; Stability (learning theory); Tracking (education); Psychology; Computer science; Artificial intelligence; Psychiatry; Medicine; Clinical psychology; Machine learning; Social psychology","score_opus":0.10360288307715726,"score_gpt":0.430034333540018,"score_spread":0.32643145046286076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233569109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944434,0.0020729396,0.00049157813,0.00009112386,0.00047721755,0.001836834,0.00047237016,0.00003109713,0.0000834021],"genre_scores_gemma":[0.99923193,0.00008300586,0.00017212378,0.000027174417,0.0000776562,0.00007830972,0.00022242025,0.000033777185,0.000073596486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971455,0.0004571525,0.0005264815,0.00082449795,0.00044313254,0.000603248],"domain_scores_gemma":[0.9981446,0.0003225038,0.00036003056,0.00043687606,0.00033127324,0.0004046769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029665703,0.00023405292,0.00042586727,0.00007300095,0.00051698065,0.00007702552,0.00013009484,0.00009343338,0.000027086398],"category_scores_gemma":[0.00015811749,0.00019898654,0.00001700222,0.00024398157,0.00012523874,0.0005787373,0.00023666608,0.0007881779,5.126011e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090997975,0.0014203476,0.97745836,0.0007564078,0.000056106568,0.000009236198,0.0056456206,0.00001654861,0.0000025595805,0.000011686744,0.000018321538,0.0136947995],"study_design_scores_gemma":[0.0053722295,0.001071327,0.9753447,0.00014251373,0.000066389475,0.000008280851,0.009305166,0.008417997,0.000020852576,0.000029596715,0.000026856334,0.00019406683],"about_ca_topic_score_codex":0.0014844987,"about_ca_topic_score_gemma":0.00037837593,"teacher_disagreement_score":0.013500732,"about_ca_system_score_codex":0.00021830587,"about_ca_system_score_gemma":0.00020969979,"threshold_uncertainty_score":0.81144357},"labels":[],"label_agreement":null},{"id":"W4234301555","doi":"10.2196/27996","title":"Correction: Addressing Implementation Challenges to Digital Care Delivery for Adults With Multiple Chronic Conditions: Stakeholder Feedback in a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Medicine; Digital health; Computer science; Psychology; Health care; Nursing; Psychological intervention; Political science; Internal medicine","score_opus":0.09306969867910524,"score_gpt":0.4003950237125937,"score_spread":0.3073253250334885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234301555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96235794,0.012343803,0.00015556302,0.004175178,0.00059103774,0.018994603,0.00014174372,0.000086097505,0.0011540109],"genre_scores_gemma":[0.9910148,0.0020761797,0.00012321508,0.00050977955,0.00039305337,0.0048311334,0.00086037384,0.000027399159,0.00016410417],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979798,0.0001529318,0.0006681397,0.0004724996,0.00026357884,0.0004630541],"domain_scores_gemma":[0.9984162,0.0005881944,0.00023958235,0.00019265876,0.0002430276,0.00032037147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034969967,0.00021671405,0.0010915741,0.00020245973,0.00018471766,0.00008944783,0.000035442987,0.00006338896,0.000072657815],"category_scores_gemma":[0.00018694096,0.00017517414,0.00012489271,0.00018677535,0.000062098916,0.00020850857,0.00002415713,0.00013987876,0.0000027181288],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95122963,0.00031914137,0.00024328078,0.0047836266,0.00012858545,0.000026626665,0.0039397785,0.000039212704,0.0000019900626,0.00022724175,0.001595614,0.037465293],"study_design_scores_gemma":[0.95074284,0.001664492,0.0048861564,0.0010594482,0.00028059602,0.00001254092,0.03962024,0.00077639276,0.0000061334945,0.000030439052,0.00075816753,0.00016254105],"about_ca_topic_score_codex":0.00012167127,"about_ca_topic_score_gemma":0.0028702046,"teacher_disagreement_score":0.03730275,"about_ca_system_score_codex":0.00052460225,"about_ca_system_score_gemma":0.0021212273,"threshold_uncertainty_score":0.7143394},"labels":[],"label_agreement":null},{"id":"W4235354328","doi":"10.2196/25073","title":"Correction: Association Between Usage of an App to Redeem Prescribed Food Benefits and Redemption Behaviors Among the Special Supplemental Nutrition Program for Women, Infants, and Children Participants: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Cross-sectional study; Psychology; mHealth; Gerontology; Medicine; Environmental health; Psychiatry; Psychological intervention","score_opus":0.0889514367654606,"score_gpt":0.45288498491781354,"score_spread":0.3639335481523529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235354328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97136366,0.0002169586,0.000026759155,0.002521832,0.0005057492,0.023802454,0.0013972159,0.00013715254,0.000028227734],"genre_scores_gemma":[0.9666079,0.00044256853,0.00022385565,0.0010007703,0.0029609324,0.028110506,0.0005641254,0.0000380455,0.000051285737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953721,0.0006444055,0.0015563151,0.00077553344,0.0004709668,0.0011806913],"domain_scores_gemma":[0.99636286,0.00053086964,0.00090099726,0.00024132106,0.00027637367,0.0016876],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00268177,0.00027172448,0.00055304146,0.00014203093,0.0024002441,0.000061010604,0.00013712585,0.0003110793,0.000053458727],"category_scores_gemma":[0.00024719822,0.00024405328,0.00003924186,0.00042495807,0.0001022729,0.00029500748,0.00011067296,0.000665464,0.0000029905832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007224094,0.00052511034,0.94166034,0.0008696171,0.000026485604,7.564708e-8,0.0066795503,0.000001979138,0.000003228008,0.000099699115,0.0030569735,0.04635455],"study_design_scores_gemma":[0.003980727,0.0060789,0.9809657,0.00006963408,0.00007785693,0.0000014251394,0.0032339909,0.00015792612,0.0000052397036,0.00008213253,0.005172825,0.00017367155],"about_ca_topic_score_codex":0.0007007746,"about_ca_topic_score_gemma":0.0021822744,"teacher_disagreement_score":0.04618088,"about_ca_system_score_codex":0.00044889314,"about_ca_system_score_gemma":0.00049149187,"threshold_uncertainty_score":0.9988985},"labels":[],"label_agreement":null},{"id":"W4235427152","doi":"10.2196/27439","title":"Correction: The Digital Marshmallow Test (DMT) Diagnostic and Monitoring Mobile Health App for Impulsive Behavior: Development and Validation Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"mHealth; Test (biology); Digital health; Computer science; Medicine; Health care; Psychological intervention; Psychiatry; Political science","score_opus":0.04211113255376119,"score_gpt":0.3828162759332858,"score_spread":0.3407051433795246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235427152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903348,0.0054163532,0.000030671403,0.0010328275,0.00033883195,0.0027358874,0.000037000565,0.000045240417,0.00002840122],"genre_scores_gemma":[0.99590445,0.0013087376,0.000111099514,0.000652622,0.00023787914,0.001440057,0.00009163293,0.000017088536,0.00023642254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871045,0.000072306655,0.00034917382,0.00037199174,0.00014377649,0.00035228478],"domain_scores_gemma":[0.9985571,0.00064434897,0.00013038861,0.00014875835,0.000081940285,0.00043747362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002850511,0.00016019218,0.00030253772,0.000050954066,0.0007082702,0.000056045665,0.000028956609,0.00006562736,0.0000042616516],"category_scores_gemma":[0.00028630745,0.00012275616,0.000023487102,0.00011207144,0.00007149694,0.00009506985,0.000049340717,0.00019800857,0.0000016871834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000141003,0.00069701317,0.7460949,0.0005851303,0.000017112596,0.000016180918,0.002155515,5.659008e-7,0.0000055685473,0.000008932046,0.00052448595,0.24975362],"study_design_scores_gemma":[0.0016836044,0.0028828252,0.9876091,0.000103402985,0.000109265355,0.00012428671,0.005626321,0.000035909554,0.000048472884,0.000014893284,0.0016607377,0.00010120197],"about_ca_topic_score_codex":0.000036374204,"about_ca_topic_score_gemma":0.000040178544,"teacher_disagreement_score":0.24965243,"about_ca_system_score_codex":0.00008934665,"about_ca_system_score_gemma":0.0006553708,"threshold_uncertainty_score":0.54475135},"labels":[],"label_agreement":null},{"id":"W4237222999","doi":"10.2196/12223","title":"Postvaccination Fever Response Rates in Children Derived Using the Fever Coach Mobile App: A Retrospective Observational Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Thermal Regulation in Medicine","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Trade, Industry and Energy; National Research Foundation","keywords":"Observational study; Retrospective cohort study; Medicine; Medical emergency; Internal medicine","score_opus":0.06738077944474745,"score_gpt":0.4155485483425309,"score_spread":0.34816776889778345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237222999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99246246,0.00036223355,0.000020969848,0.002522142,0.000122957,0.004412647,0.000009276231,0.00006507929,0.000022246339],"genre_scores_gemma":[0.9971954,0.000036854173,0.0002072621,0.0019596184,0.00015877959,0.0001323481,0.0000378262,0.000035876794,0.00023599326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780965,0.0004776756,0.0004903418,0.0003808236,0.00048100375,0.000360495],"domain_scores_gemma":[0.99880964,0.00024831988,0.00023565182,0.00032231482,0.00018584482,0.00019821772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018090474,0.00017738165,0.00038433695,0.00019912391,0.00016499525,0.000017299522,0.00008240244,0.000096248325,0.00009490341],"category_scores_gemma":[0.000175913,0.00012514043,0.00003064214,0.0004969146,0.00005414017,0.00014612019,0.000040888033,0.0004000014,0.000009504243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017986068,0.00034672025,0.99282825,0.00008712613,0.000021431302,0.000002475321,0.0034135543,0.00006166305,0.0006954902,0.00008626507,0.00009610126,0.0005623142],"study_design_scores_gemma":[0.004796403,0.0009039964,0.9899625,0.00007616694,0.00004508241,0.00005433504,0.0021753924,0.0017221087,0.000029543304,0.000059840204,0.0000728977,0.00010168968],"about_ca_topic_score_codex":0.00040761076,"about_ca_topic_score_gemma":0.0000354465,"teacher_disagreement_score":0.004732992,"about_ca_system_score_codex":0.0005061793,"about_ca_system_score_gemma":0.00059220823,"threshold_uncertainty_score":0.51030785},"labels":[],"label_agreement":null},{"id":"W4240536703","doi":"10.2196/12576","title":"Correction: Medical-Grade Physical Activity Monitoring for Measuring Step Count and Moderate-to-Vigorous Physical Activity: Validity and Reliability Study","year":2019,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Acadia University; Dalhousie University","funders":"","keywords":"Reliability (semiconductor); Physical activity; Validity; Reliability engineering; Statistics; Psychology; Computer science; Medicine; Physical therapy; Psychometrics; Mathematics; Engineering; Physics","score_opus":0.132669091486032,"score_gpt":0.4236933738113706,"score_spread":0.2910242823253386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240536703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798553,0.0002286555,0.00042819086,0.0048381817,0.007398726,0.006553688,0.00016354579,0.00021754166,0.00031619277],"genre_scores_gemma":[0.9869448,0.0013153197,0.00008486732,0.00037892652,0.008189589,0.0007091212,0.00004025763,0.00014057857,0.0021965522],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99335915,0.000680464,0.000538398,0.0021775009,0.0017440733,0.0015003906],"domain_scores_gemma":[0.9937517,0.0015824776,0.000551299,0.0008858583,0.00031316045,0.0029154974],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001685717,0.0009818549,0.0033550765,0.00024192229,0.0010718557,0.00013418563,0.0001920801,0.000795936,0.0000032274113],"category_scores_gemma":[0.0005946514,0.0008687025,0.00021563098,0.00038169508,0.00027615917,0.00039153596,0.0003221565,0.004307895,0.0000069551447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031641804,0.0899248,0.042677887,0.11743899,0.000716383,0.0001394451,0.021213993,0.000035340425,0.00026758728,0.00016813463,0.16236453,0.53341115],"study_design_scores_gemma":[0.012103495,0.026447596,0.8395513,0.0035136729,0.0017033762,0.00017943193,0.0012293607,0.09114476,0.00021651332,0.00058061304,0.02113594,0.0021938984],"about_ca_topic_score_codex":0.002133941,"about_ca_topic_score_gemma":0.00020199748,"teacher_disagreement_score":0.79687345,"about_ca_system_score_codex":0.0009895021,"about_ca_system_score_gemma":0.0030414162,"threshold_uncertainty_score":0.99937636},"labels":[],"label_agreement":null},{"id":"W4241042437","doi":"10.2196/12864","title":"Correction: A Cardiopulmonary Monitoring System for Patient Transport Within Hospitals Using Mobile Internet of Things Technology: Observational Validation Study","year":2018,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Observational study; The Internet; Mobile phone; mHealth; Medical emergency; Medicine; Computer science; World Wide Web; Telecommunications; Internal medicine; Psychological intervention; Nursing","score_opus":0.05419176882032446,"score_gpt":0.33814573222287275,"score_spread":0.2839539634025483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241042437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76884127,0.0014163094,0.029792512,0.00008473005,0.19588304,0.003392604,0.0000074473396,0.00036725242,0.0002148595],"genre_scores_gemma":[0.97568643,0.000055073517,0.015217568,0.000061758925,0.007057817,0.00058699027,0.00012957882,0.0000742878,0.0011304704],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99664444,0.00012866798,0.0012583415,0.00086921925,0.00054952933,0.0005497901],"domain_scores_gemma":[0.99730635,0.00008818944,0.0013301031,0.0005317103,0.00054955203,0.00019412128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011377307,0.0003874589,0.0008458671,0.00049928133,0.00047236143,0.00006891445,0.00053500425,0.0004663574,2.7786916e-7],"category_scores_gemma":[0.000028842653,0.00038285006,0.00011872749,0.0006574309,0.00007136744,0.00040542913,0.00017874817,0.00065831735,0.0000010539599],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006995151,0.0020935028,0.3373153,0.043205556,0.0007231247,0.000097034994,0.12874112,0.00059364777,0.000045764005,0.000704145,0.30425844,0.18152285],"study_design_scores_gemma":[0.005753507,0.03182621,0.16272925,0.025133746,0.001274468,0.0007635276,0.020136373,0.69088393,0.0013598489,0.0010853095,0.054242346,0.0048114522],"about_ca_topic_score_codex":0.00041440327,"about_ca_topic_score_gemma":0.000002072862,"teacher_disagreement_score":0.69029033,"about_ca_system_score_codex":0.0004946771,"about_ca_system_score_gemma":0.0011237622,"threshold_uncertainty_score":0.9998623},"labels":[],"label_agreement":null},{"id":"W4242624086","doi":"10.2196/33223","title":"Correction: Effect of Physician-Pharmacist Participation in the Management of Ambulatory Cancer Pain Through a Digital Health Platform: Randomized Controlled Trial","year":2021,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ambulatory; Randomized controlled trial; Pharmacist; Medicine; Pain management; Alternative medicine; Digital health; Family medicine; Physical therapy; Health care; Pharmacy; Surgery","score_opus":0.0641430189946388,"score_gpt":0.43688712397151613,"score_spread":0.3727441049768773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242624086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47269598,0.2180296,0.0019932734,0.027948204,0.07408999,0.1281445,0.00035041288,0.00024065199,0.076507375],"genre_scores_gemma":[0.86559176,0.077322915,0.00006567081,0.012347372,0.0024873086,0.0142364865,0.0012114529,0.00007202675,0.02666501],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99524856,0.0012774142,0.0018138445,0.00041949502,0.00079118216,0.00044953442],"domain_scores_gemma":[0.9963727,0.0009718466,0.0019161064,0.00040535498,0.00012477755,0.0002092272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043879603,0.0003330108,0.0032091269,0.0001257771,0.0001167529,0.00002006427,0.00013424504,0.00019098828,0.000074553005],"category_scores_gemma":[0.00018357937,0.00020836486,0.00032683462,0.00046138093,0.00018971624,0.00008910665,0.000025235386,0.0007949978,0.0000047763633],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6323338,0.0006499849,0.0001353694,0.019949188,0.00033238364,0.0000098483615,0.0016484086,0.0000027813528,2.7979556e-7,0.00014164337,0.2910283,0.05376799],"study_design_scores_gemma":[0.96145624,0.0023194875,0.0014449293,0.006376083,0.0007546574,0.0000050821677,0.000679781,0.0021617662,0.000003427155,0.0000735437,0.02453943,0.00018559245],"about_ca_topic_score_codex":0.00026617534,"about_ca_topic_score_gemma":0.000019166842,"teacher_disagreement_score":0.39289576,"about_ca_system_score_codex":0.0001918563,"about_ca_system_score_gemma":0.0018063729,"threshold_uncertainty_score":0.8496872},"labels":[],"label_agreement":null},{"id":"W4243107208","doi":"10.2196/23600","title":"Correction: Effectiveness of Mobile App-Assisted Self-Care Interventions for Improving Patient Outcomes in Type 2 Diabetes and/or Hypertension: Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Type 2 diabetes; Randomized controlled trial; Psychological intervention; Medicine; Systematic review; mHealth; MEDLINE; Diabetes mellitus; Psychology; Nursing; Internal medicine","score_opus":0.1393354704796537,"score_gpt":0.46538077511083237,"score_spread":0.32604530463117865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243107208","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18966931,0.6245874,0.00064073846,0.005627007,0.0006625085,0.177813,0.0007433069,0.00018924664,0.00006747825],"genre_scores_gemma":[0.8693159,0.033812057,0.00063148816,0.00393638,0.000025106317,0.0921064,0.00011396502,0.000033277505,0.000025422236],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98378456,0.008717587,0.006102722,0.0005793093,0.00026947306,0.0005463356],"domain_scores_gemma":[0.9690901,0.024730178,0.0043394947,0.0003772032,0.00081661635,0.00064643094],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.013695003,0.00036035132,0.018062672,0.00046952284,0.000433251,0.000008780433,0.0001041027,0.00022834491,0.0000530377],"category_scores_gemma":[0.009212175,0.00020954682,0.0013499855,0.0010010552,0.00009432924,0.00007739069,0.00007539055,0.00037760168,9.053813e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013940845,0.00024138814,0.0011490928,0.9723309,0.009446417,3.135437e-7,0.001602725,0.0000041271333,0.0000050519657,0.00021259625,0.00013162919,0.00093486696],"study_design_scores_gemma":[0.15357338,0.0033218986,0.010023298,0.018481737,0.80341434,0.0000030267183,0.0055117966,0.004951201,0.000006905724,0.00005695709,0.00015664789,0.00049882766],"about_ca_topic_score_codex":0.0002102592,"about_ca_topic_score_gemma":0.00014569846,"teacher_disagreement_score":0.9538492,"about_ca_system_score_codex":0.00010905347,"about_ca_system_score_gemma":0.0008149837,"threshold_uncertainty_score":0.99913365},"labels":[],"label_agreement":null},{"id":"W4243589947","doi":"10.2196/26309","title":"Correction: Mobile Apps for Speech-Language Therapy in Adults With Communication Disorders: Review of Content and Quality","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Computer science; Mobile apps; Psychology; Speech therapy; Multimedia; Natural language processing; World Wide Web; Medicine; Audiology","score_opus":0.1399491378440851,"score_gpt":0.4674031160723838,"score_spread":0.3274539782282987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243589947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86293185,0.12851676,0.000038732393,0.0053114532,0.000048232,0.0026149985,0.000037424485,0.000020629284,0.00047989178],"genre_scores_gemma":[0.87635064,0.12050843,0.00022783644,0.0019819178,0.000020448204,0.00081467547,0.000045598365,0.0000092975815,0.000041163363],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989364,0.00021235018,0.00030586708,0.00022361406,0.00009833668,0.00022339725],"domain_scores_gemma":[0.9992014,0.00020988335,0.00014813828,0.00021180336,0.00004138016,0.0001873498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004004678,0.000093825314,0.00028483281,0.000032634016,0.00006695842,0.000005194231,0.000060662307,0.000036012247,0.00003961021],"category_scores_gemma":[0.000031033534,0.00006970471,0.000021022215,0.00012572481,0.00006854995,0.000030465637,0.000016543989,0.00012814692,0.0000016972734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004205921,0.00060005515,0.071279414,0.014953231,0.00003695358,0.000002055497,0.020783128,1.6880846e-7,0.000005533816,0.00043272143,0.0023368932,0.88536394],"study_design_scores_gemma":[0.012595036,0.011239182,0.9492013,0.004618786,0.000021791713,0.000013592663,0.013472273,0.00005449225,0.00002715059,0.00006628618,0.0084576085,0.00023253671],"about_ca_topic_score_codex":0.0025292686,"about_ca_topic_score_gemma":0.0007104809,"teacher_disagreement_score":0.88513136,"about_ca_system_score_codex":0.000028820943,"about_ca_system_score_gemma":0.000062607316,"threshold_uncertainty_score":0.38235146},"labels":[],"label_agreement":null},{"id":"W4245047874","doi":"10.2196/34154","title":"Adolescent Health Promotion Interventions Using Well-Care Visits and a Smartphone Cognitive Behavioral Therapy App: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Randomized controlled trial; Psychoeducation; Medicine; Mental health; Health promotion; Cognitive behavioral therapy; Clinical psychology; Psychology; Psychiatry; Public health; Nursing","score_opus":0.14256315887712784,"score_gpt":0.4899262628171361,"score_spread":0.34736310394000824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245047874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95473486,0.017194549,0.0003712151,0.002938313,0.0035256865,0.020191433,0.00033857423,0.000170597,0.00053474784],"genre_scores_gemma":[0.9904187,0.00030099828,0.0001117446,0.0015589367,0.00028376668,0.0064527043,0.00026838778,0.000061356506,0.00054345443],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99262017,0.0032119679,0.001971676,0.0007849215,0.0004618107,0.000949467],"domain_scores_gemma":[0.997272,0.00027100957,0.0012645158,0.0002693387,0.00012832318,0.000794779],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026028913,0.00039178575,0.0017262326,0.00045459202,0.0014458885,0.00008633823,0.0001408803,0.00011249423,0.00055101735],"category_scores_gemma":[0.00003569968,0.00036226714,0.00053243997,0.0003612985,0.00020009771,0.00017097846,0.00015494593,0.0007462143,0.000019103236],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9064697,0.009431636,0.000506491,0.0016732527,0.00014791236,0.000010031403,0.0072241835,0.0000010050625,9.692963e-7,0.0019056381,0.0007172226,0.071911946],"study_design_scores_gemma":[0.97224003,0.01447213,0.0036874344,0.00061907683,0.00020923429,0.00010565447,0.0074710064,0.000104779276,0.0000013042962,0.0002661295,0.0005159483,0.00030728773],"about_ca_topic_score_codex":0.00087672536,"about_ca_topic_score_gemma":0.00014003026,"teacher_disagreement_score":0.07160466,"about_ca_system_score_codex":0.00046289866,"about_ca_system_score_gemma":0.00051395554,"threshold_uncertainty_score":0.99988294},"labels":[],"label_agreement":null},{"id":"W4247291924","doi":"10.2196/19048","title":"Correction: Evaluating the Feasibility and Acceptability of a Mobile Health–Based Female Community Health Volunteer Program for Hypertension Control in Rural Nepal: Cross-Sectional Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Cross-sectional study; Volunteer; Community health; Medicine; mHealth; Control (management); Family medicine; Environmental health; Gerontology; Public health; Nursing; Computer science; Psychological intervention; Artificial intelligence","score_opus":0.141507902066238,"score_gpt":0.47323252689526524,"score_spread":0.3317246248290272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247291924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760022,0.0018739778,0.000058256144,0.007603912,0.00028886952,0.013954127,0.0001134974,0.000093322735,0.00001183941],"genre_scores_gemma":[0.9843813,0.00012896508,0.00046020257,0.013925934,0.00018512754,0.000844403,0.000045788125,0.000021820097,0.000006461759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955664,0.0013823431,0.0014004657,0.00048341768,0.00047015975,0.0006971675],"domain_scores_gemma":[0.9972644,0.00057037146,0.00058305054,0.0003953047,0.00032492832,0.00086196564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005126295,0.00026233148,0.000992196,0.00007093842,0.0009980645,0.000036269354,0.00012353173,0.00010970055,0.000021627726],"category_scores_gemma":[0.00035001076,0.00018751479,0.00010228986,0.00035127613,0.00022500954,0.000086882814,0.00006408988,0.0009139165,7.9628006e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041726115,0.0017719887,0.9410928,0.0047521642,0.0000127892035,5.94612e-7,0.002585813,0.000033013846,0.000003543714,0.000008823551,0.00018575841,0.045380134],"study_design_scores_gemma":[0.008855713,0.032942507,0.9343462,0.00010276371,0.000024504337,0.000027967271,0.0040604696,0.019301502,8.614441e-7,0.00003339368,0.00020194198,0.00010215146],"about_ca_topic_score_codex":0.015121233,"about_ca_topic_score_gemma":0.0027311794,"teacher_disagreement_score":0.045277983,"about_ca_system_score_codex":0.00044501564,"about_ca_system_score_gemma":0.0018268152,"threshold_uncertainty_score":0.99143714},"labels":[],"label_agreement":null},{"id":"W4247535184","doi":"10.2196/19454","title":"Correction: Treatment Adherence and Secondary Prevention of Ischemic Stroke Among Discharged Patients Using Mobile Phone- and WeChat-Based Improvement Services: Cohort Study","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Secondary prevention; Mobile phone; Medicine; Ischemic stroke; Cohort; Stroke (engine); Cohort study; mHealth; Phone; Physical therapy; Computer science; Psychological intervention; Internal medicine; Nursing; Telecommunications; Ischemia; Engineering","score_opus":0.03452990434745718,"score_gpt":0.3594192795830263,"score_spread":0.3248893752355691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247535184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778509,0.0038749492,0.000020446889,0.000269615,0.0057308446,0.011085927,0.00042906808,0.00007731345,0.00066094275],"genre_scores_gemma":[0.98515797,0.004291112,0.00012467787,0.0007392216,0.00096096104,0.0011083909,0.0015356564,0.000105552375,0.005976476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951687,0.00043597815,0.0016791098,0.0012125866,0.00070946326,0.0007941834],"domain_scores_gemma":[0.9959292,0.00008386205,0.0014385327,0.00051370583,0.0003214491,0.0017132547],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095285586,0.0006588677,0.0019052485,0.00030512447,0.00042325846,0.000052053234,0.000089072404,0.00062253675,0.0000539169],"category_scores_gemma":[0.00002619889,0.0005583895,0.00010640991,0.0003074601,0.0001128446,0.0001737884,0.0000816348,0.0012226132,0.0000014446314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080391014,0.0020424037,0.80059874,0.058488928,0.00025407266,0.000013243331,0.0047671665,4.2480517e-7,0.000020717864,0.0000012447099,0.02756164,0.105447516],"study_design_scores_gemma":[0.0117522245,0.036122233,0.8812975,0.004307917,0.0008224944,0.000027519893,0.0060033337,0.0042328592,0.000022382017,0.0000023047835,0.05471178,0.00069744093],"about_ca_topic_score_codex":0.021631643,"about_ca_topic_score_gemma":0.002540758,"teacher_disagreement_score":0.104750074,"about_ca_system_score_codex":0.00072763365,"about_ca_system_score_gemma":0.005969875,"threshold_uncertainty_score":0.9996868},"labels":[],"label_agreement":null},{"id":"W4249200463","doi":"10.2196/24869","title":"Correction: Excessive Smartphone Use and Self-Esteem Among Adults With Internet Gaming Disorder: Quantitative Survey Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Psychology; Self-esteem; Applied psychology; Internet privacy; mHealth; Clinical psychology; Computer science; World Wide Web; Psychiatry; Psychological intervention","score_opus":0.056514737706356316,"score_gpt":0.3700625701651185,"score_spread":0.31354783245876217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249200463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958157,0.0003301008,0.00012864855,0.001707347,0.00030409332,0.0013142612,0.00001586818,0.0002759504,0.00010805518],"genre_scores_gemma":[0.99804777,0.00071053277,0.00021523124,0.00073991943,0.000064116866,0.00003818687,0.000008715856,0.000022443546,0.00015311284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974464,0.00079110917,0.00032592364,0.00051602506,0.0003411542,0.0005793596],"domain_scores_gemma":[0.9983561,0.00034102862,0.00032878158,0.0001416269,0.00015483031,0.00067762996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007968921,0.000211926,0.0003744831,0.00009614043,0.00075620506,0.00014776805,0.00016119184,0.0001417882,0.000010444286],"category_scores_gemma":[0.00050418946,0.0001856631,0.000016474012,0.0005504004,0.00039379674,0.00048845157,0.00008066551,0.0004763316,0.000006511523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052369345,0.00039626958,0.91643924,0.00015070461,0.000020239659,0.000011021033,0.076824866,5.363529e-7,9.248741e-8,0.00004268945,0.0013033132,0.0042873523],"study_design_scores_gemma":[0.0015894676,0.002457282,0.94377106,0.00011857509,0.00002450585,0.000002858482,0.0510855,0.0004570474,8.296987e-7,0.000005516601,0.00030967194,0.00017768944],"about_ca_topic_score_codex":0.03928601,"about_ca_topic_score_gemma":0.10374779,"teacher_disagreement_score":0.06446178,"about_ca_system_score_codex":0.000116084186,"about_ca_system_score_gemma":0.00035021993,"threshold_uncertainty_score":0.96711147},"labels":[],"label_agreement":null},{"id":"W4251868187","doi":"10.2196/29325","title":"Correction: A Novel Remote Follow-Up Tool Based on an Instant Messaging/Social Media App for the Management of Patients With Low Anterior Resection Syndrome: Pilot Prospective Self-Control Study","year":2021,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Instant messaging; Computer science; mHealth; Self-management; Paragraph; Text messaging; World Wide Web; Multimedia; Medicine; Artificial intelligence; Nursing","score_opus":0.034188732650850116,"score_gpt":0.38057456325950306,"score_spread":0.34638583060865297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251868187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.955711,0.00019592282,0.006627207,0.0026060655,0.0021061886,0.031168433,0.0005783313,0.00028447463,0.0007223783],"genre_scores_gemma":[0.9838378,0.00020697883,0.0010021273,0.0025981553,0.00022499076,0.011752759,0.00011522001,0.000077570156,0.00018444318],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99496984,0.0006997899,0.001413336,0.0009774112,0.00076456036,0.0011750769],"domain_scores_gemma":[0.9956364,0.0011215322,0.0010270921,0.0007662264,0.0008347843,0.0006139462],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022229564,0.00039224367,0.0008067432,0.00022445971,0.0034312867,0.000025693626,0.00022144767,0.00018710119,0.000040579213],"category_scores_gemma":[0.00010183082,0.00029175336,0.00007672273,0.000920472,0.000086818254,0.0001528273,0.000057542537,0.00090106536,0.000005679668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13644072,0.039955936,0.44107914,0.07306036,0.0012114743,0.000057369256,0.03838829,0.0001820688,0.00002416962,0.013339723,0.007194068,0.24906668],"study_design_scores_gemma":[0.026223779,0.0059940442,0.95455486,0.0006892692,0.0003017818,0.0000039579577,0.0058142133,0.0028645112,0.000001940674,0.000070430484,0.0032140864,0.00026711333],"about_ca_topic_score_codex":0.00026750728,"about_ca_topic_score_gemma":0.0019436819,"teacher_disagreement_score":0.5134757,"about_ca_system_score_codex":0.0007174652,"about_ca_system_score_gemma":0.002234205,"threshold_uncertainty_score":0.99995345},"labels":[],"label_agreement":null},{"id":"W4252180171","doi":"10.2196/24816","title":"Correction: Checklists for Complications During Systemic Cancer Treatment Shared by Patients, Friends, and Health Care Professionals: Prospective Interventional Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Cohort; Health professionals; Family medicine; Cancer; Health care; Cohort study; Surgery; Internal medicine","score_opus":0.061780014578971205,"score_gpt":0.3646950193712336,"score_spread":0.3029150047922624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252180171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651081,0.019447686,0.00019712247,0.005788545,0.0006566129,0.0050163255,0.003357864,0.000058931422,0.0003688245],"genre_scores_gemma":[0.9946637,0.0009679518,0.00005644476,0.0010886427,0.00022012615,0.002403884,0.000275367,0.000029547851,0.00029429782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802154,0.000026417545,0.00082300155,0.0006894587,0.000046213197,0.00039338885],"domain_scores_gemma":[0.9985837,0.000030424595,0.0006746498,0.00015050489,0.0001009971,0.0004597693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020358592,0.0002146411,0.0006198499,0.000079708945,0.00060121657,0.00005638715,0.000084460175,0.000074358286,0.00003888993],"category_scores_gemma":[0.000023674345,0.00022527123,0.0000641164,0.00011962767,0.000040996903,0.00020789013,0.000038978214,0.00013976007,0.000008112319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015319533,0.00044148194,0.9770035,0.00092145865,0.000065164815,1.2359564e-7,0.008221007,0.0000025068784,1.6413273e-7,0.0014226831,0.009546671,0.002222024],"study_design_scores_gemma":[0.00286296,0.0014071441,0.98923594,0.00009517411,0.000017749378,0.0000015371788,0.001748802,0.00020011168,0.0000013415142,0.0000843568,0.004151001,0.00019386016],"about_ca_topic_score_codex":0.0014559617,"about_ca_topic_score_gemma":0.00038700763,"teacher_disagreement_score":0.02955565,"about_ca_system_score_codex":0.0011464116,"about_ca_system_score_gemma":0.0002792892,"threshold_uncertainty_score":0.9186294},"labels":[],"label_agreement":null},{"id":"W4255997022","doi":"10.2196/33458","title":"Trends in Heart Rate and Heart Rate Variability During Pregnancy and the 3-Month Postpartum Period: Continuous Monitoring in a Free-living Context","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Academy of Finland; National Science Foundation","keywords":"Postpartum period; Context (archaeology); Pregnancy; Medicine; Heart rate; Obstetrics; mHealth; Internal medicine; Psychological intervention; Blood pressure; Nursing; Biology","score_opus":0.023124130509017533,"score_gpt":0.31073939412848145,"score_spread":0.28761526361946393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255997022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9456159,0.008169354,0.0000020561988,0.044373788,0.00026929093,0.0013962501,0.000035128647,0.00004740365,0.00009081466],"genre_scores_gemma":[0.9971891,0.0007571999,0.000065453154,0.0010770812,0.0001293937,0.00044973762,0.0000053644626,0.000025980196,0.0003006774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99567276,0.0018044944,0.0008313864,0.00069611374,0.00017900935,0.00081626134],"domain_scores_gemma":[0.9980108,0.0008943827,0.00014410444,0.00047743713,0.00003682329,0.00043641997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046979627,0.00026930074,0.0009610673,0.0002739809,0.00057846046,0.0000644997,0.00008644941,0.000105819934,0.00006262811],"category_scores_gemma":[0.00039695017,0.0002270105,0.000063622676,0.00041112237,0.00025531664,0.00016692962,0.00023319456,0.0010083404,7.5946224e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003038713,0.00075569225,0.9235728,0.0033138685,0.000036146797,0.00010224994,0.025472239,0.000022738303,0.0015969776,0.00089386053,0.00012745746,0.04106728],"study_design_scores_gemma":[0.0087939175,0.0004377452,0.98342985,0.0005909735,0.00003178892,0.00018069046,0.0025167165,0.0014817389,0.000011637185,0.00022942809,0.0021101309,0.00018539038],"about_ca_topic_score_codex":0.0032271782,"about_ca_topic_score_gemma":0.0005057916,"teacher_disagreement_score":0.059857067,"about_ca_system_score_codex":0.00033184866,"about_ca_system_score_gemma":0.0004683608,"threshold_uncertainty_score":0.92572194},"labels":[],"label_agreement":null},{"id":"W4256580474","doi":"10.2196/21600","title":"Correction: Analysis of Secure Apps for Daily Clinical Use by German Orthopedic Surgeons: Searching for the “Needle in a Haystack”","year":2020,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Haystack; Orthopedic surgery; German; Medicine; Computer science; World Wide Web; Medical physics; Information retrieval; Internet privacy; Surgery; History","score_opus":0.15089184901504002,"score_gpt":0.5260873665604587,"score_spread":0.3751955175454187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256580474","genre_codex":"protocol","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044015605,0.12606928,0.05045725,0.22699939,0.20787592,0.2738747,0.06188837,0.0017660485,0.0070534423],"genre_scores_gemma":[0.06511677,0.3878447,0.0029181377,0.10428693,0.01532452,0.21127698,0.048701666,0.0011032243,0.16342704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882729,0.0019408864,0.0050631776,0.0016060434,0.00068197446,0.0024349852],"domain_scores_gemma":[0.9764909,0.01623128,0.0031980348,0.0012158022,0.0007046964,0.002159287],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008202142,0.00070615177,0.002997262,0.0009482324,0.0027518119,0.00004320621,0.0005966245,0.0018786836,0.00008723482],"category_scores_gemma":[0.0022847038,0.00057305436,0.00066347705,0.002536891,0.00029072113,0.00017606105,0.00019362973,0.0058937776,0.000012452408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010770544,0.0002520922,0.021639064,0.015341785,0.00024341788,9.1663225e-7,0.0019745158,0.000008261068,1.4980219e-7,0.0009861765,0.9307021,0.027774455],"study_design_scores_gemma":[0.0023363372,0.00060726755,0.04476627,0.00070402503,0.0012528546,0.0000014611859,0.0013210842,0.01990707,3.335858e-8,0.00014455979,0.9286032,0.00035584465],"about_ca_topic_score_codex":0.0058765756,"about_ca_topic_score_gemma":0.016109243,"teacher_disagreement_score":0.26177543,"about_ca_system_score_codex":0.00051492837,"about_ca_system_score_gemma":0.011421909,"threshold_uncertainty_score":0.9996721},"labels":[],"label_agreement":null},{"id":"W4280490002","doi":"10.2196/35920","title":"mHealth Interventions to Reduce Physical Inactivity and Sedentary Behavior in Children and Adolescents: Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Karlsruhe Institute of Technology","keywords":"mHealth; Sedentary behavior; Randomized controlled trial; Psychological intervention; Meta-analysis; Physical activity; Psychology; Physical therapy; Medicine; Clinical psychology; Gerontology; Psychiatry","score_opus":0.23939148101796656,"score_gpt":0.5609212601855623,"score_spread":0.32152977916759573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280490002","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015259353,0.8823983,0.000022953584,0.0014990037,0.0001108151,0.11243525,0.0019284817,0.00005798558,0.000021265805],"genre_scores_gemma":[0.0022643863,0.83468544,0.00008835827,0.0031180875,0.000089829846,0.15909496,0.00047984126,0.00007998274,0.000099100325],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.953616,0.030891621,0.011712195,0.0016746275,0.00072986056,0.0013756778],"domain_scores_gemma":[0.97548044,0.01132034,0.009615441,0.0011444648,0.00020098363,0.0022383493],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.031573106,0.0011438208,0.05755358,0.0023341847,0.0012120719,0.000033418102,0.00036210407,0.00051594805,0.00020847708],"category_scores_gemma":[0.004053849,0.0007724524,0.0035085084,0.0021624235,0.00027201948,0.0001548049,0.00047591396,0.0024665361,0.0000052346527],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023590273,0.00060288515,0.00015339912,0.97086906,0.011357844,0.0000013333962,0.00038793852,1.1798566e-7,1.5704455e-8,0.0006259555,0.00023719828,0.013405228],"study_design_scores_gemma":[0.03547085,0.00034872707,0.0016146295,0.06058577,0.898781,0.00002956329,0.00021593395,0.000015099091,4.935916e-9,0.00006453372,0.0023476894,0.00052617874],"about_ca_topic_score_codex":0.0029768546,"about_ca_topic_score_gemma":0.0006242761,"teacher_disagreement_score":0.91028327,"about_ca_system_score_codex":0.0006127475,"about_ca_system_score_gemma":0.0023159566,"threshold_uncertainty_score":0.99983484},"labels":[],"label_agreement":null},{"id":"W4280515151","doi":"10.2196/35867","title":"Evaluation of the Effect of Patient Education and Strengthening Exercise Therapy Using a Mobile Messaging App on Work Productivity in Japanese Patients With Chronic Low Back Pain: Open-Label, Randomized, Parallel-Group Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical therapy; Medicine; Randomized controlled trial; Quality of life (healthcare); Chronic pain; Physical medicine and rehabilitation; Nursing; Internal medicine","score_opus":0.025664488429649565,"score_gpt":0.35705737029976253,"score_spread":0.33139288187011295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280515151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786934,0.0020930462,0.0000027705755,0.00016844823,0.00015380347,0.018851003,0.0000031646202,0.000005846804,0.000028492297],"genre_scores_gemma":[0.9973484,0.00010256572,0.00010906308,0.000062883075,0.000037656777,0.0022851448,0.000030192872,0.000017279184,0.0000067712735],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9940289,0.0041440697,0.00055025145,0.00034501127,0.0007200863,0.0002116267],"domain_scores_gemma":[0.99841166,0.0005243164,0.0005644664,0.0002806821,0.00012164379,0.000097242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008961594,0.00016395691,0.00064960186,0.0001413802,0.0001977368,0.000009806488,0.000067771754,0.00004418998,0.000016362825],"category_scores_gemma":[0.00025248015,0.000097412194,0.00004114045,0.00042944198,0.000119445765,0.00008508258,0.00005194721,0.00025282768,7.703436e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.49382016,0.0034766619,0.039933298,0.005936279,0.000039135804,6.5278435e-8,0.007928966,0.001521708,0.00004337669,0.000010055714,0.00002146335,0.44726884],"study_design_scores_gemma":[0.8369074,0.02826162,0.12035169,0.00360224,0.00024333142,0.0000011428256,0.0014408359,0.00880388,0.000042796823,0.00007475108,0.000026192527,0.00024413629],"about_ca_topic_score_codex":0.00037319085,"about_ca_topic_score_gemma":0.00002032285,"teacher_disagreement_score":0.4470247,"about_ca_system_score_codex":0.00037094983,"about_ca_system_score_gemma":0.00069788186,"threshold_uncertainty_score":0.3972354},"labels":[],"label_agreement":null},{"id":"W4280535740","doi":"10.2196/36404","title":"Nonusage Attrition of Adolescents in an mHealth Promotion Intervention and the Role of Socioeconomic Status: Secondary Analysis of a 2-Arm Cluster-Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Gent; Fonds Wetenschappelijk Onderzoek","keywords":"Attrition; Socioeconomic status; mHealth; Cluster (spacecraft); Intervention (counseling); Promotion (chess); Psychology; Randomized controlled trial; Gerontology; Medicine; Environmental health; Psychological intervention; Computer science; Population; Psychiatry; Political science","score_opus":0.04111275972513846,"score_gpt":0.4256426289460311,"score_spread":0.38452986922089266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280535740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801555,0.0027786468,0.0000623977,0.0013556458,0.00026783335,0.014701484,0.0004779779,0.000026502565,0.0001740074],"genre_scores_gemma":[0.9865581,0.0021191058,0.00010117987,0.0007631232,0.000100577505,0.00996973,0.00033572153,0.000028443726,0.000024023693],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9902459,0.0043705995,0.0035397941,0.0005706754,0.00039653058,0.00087651773],"domain_scores_gemma":[0.9946184,0.0007491071,0.0033328373,0.0005277994,0.00020192367,0.000569936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075320117,0.00024990557,0.001749295,0.0010491642,0.0009068275,0.0000056415965,0.00022382887,0.00021162248,0.00026224105],"category_scores_gemma":[0.000097391014,0.00021591868,0.0002281873,0.0008708917,0.0002580241,0.00017872125,0.00016474952,0.0011274556,0.000001349365],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.39564216,0.007692174,0.3920847,0.027122924,0.00029449599,6.686925e-7,0.027870264,0.00015117759,0.000076387776,0.014832994,0.00020576007,0.13402629],"study_design_scores_gemma":[0.36341104,0.004989623,0.5992258,0.00038864338,0.00088736915,0.0000020450532,0.012695376,0.014054321,0.0000051683473,0.0032323913,0.0008554061,0.00025280064],"about_ca_topic_score_codex":0.005611463,"about_ca_topic_score_gemma":0.0047807856,"teacher_disagreement_score":0.20714115,"about_ca_system_score_codex":0.00049069454,"about_ca_system_score_gemma":0.0019701938,"threshold_uncertainty_score":0.88049084},"labels":[],"label_agreement":null},{"id":"W4280639908","doi":"10.2196/38991","title":"Evaluating the Efficacy of the Drinks:Ration Mobile App to Reduce Alcohol Consumption in a Help-Seeking Military Veteran Population: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council","keywords":"Alcohol Use Disorders Identification Test; Randomized controlled trial; Medicine; Population; Alcohol use disorder; Brief intervention; mHealth; Intervention (counseling); Mental health; Psychological intervention; Psychiatry; Physical therapy; Alcohol; Poison control; Environmental health; Injury prevention; Surgery","score_opus":0.09960294281512953,"score_gpt":0.440024522424246,"score_spread":0.34042157960911645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280639908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781307,0.0021778203,0.0000059080976,0.002863942,0.0004986273,0.0162649,0.000002624318,0.00002839798,0.000027101563],"genre_scores_gemma":[0.99425614,0.00019447233,0.00011887357,0.0011307966,0.00018517408,0.0039176894,0.000035002566,0.000013680817,0.00014817882],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966718,0.001371512,0.00091791834,0.0002657946,0.00049831206,0.00027465943],"domain_scores_gemma":[0.99791485,0.00129636,0.00033475432,0.0003018804,0.000041282485,0.00011088034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034808936,0.00015072858,0.00092879613,0.00014054232,0.00046075124,0.000007128847,0.000083214625,0.00004423671,0.000062832376],"category_scores_gemma":[0.0003765095,0.00007743045,0.00018758482,0.00031034244,0.000052869204,0.000046847003,0.000037814352,0.00027371888,0.0000014704686],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94699407,0.00028132278,0.031034945,0.00014545218,0.00004931273,0.0000015811362,0.009854803,0.00049396965,0.00013441502,0.00007354881,0.000059874314,0.010876726],"study_design_scores_gemma":[0.8637493,0.0010947167,0.12943596,0.000109834495,0.0002464737,0.000009719804,0.0010826137,0.004108712,0.000009018612,0.00005665322,0.000023354347,0.00007361965],"about_ca_topic_score_codex":0.0002949123,"about_ca_topic_score_gemma":0.00014789256,"teacher_disagreement_score":0.09840101,"about_ca_system_score_codex":0.00025353962,"about_ca_system_score_gemma":0.0002431392,"threshold_uncertainty_score":0.35437727},"labels":[],"label_agreement":null},{"id":"W4280650187","doi":"10.2196/38331","title":"Quality of Life and Physical Activity in 629 Individuals With Sarcoidosis: Prospective, Cross-sectional Study Using Smartphones (Sarcoidosis App)","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sarcoidosis and Beryllium Toxicity Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Sarcoidosis; Medicine; Prospective cohort study; Cohort; Quality of life (healthcare); Cross-sectional study; mHealth; Physical therapy; Physical activity; Internal medicine; Pathology; Psychological intervention; Psychiatry","score_opus":0.13082549511345318,"score_gpt":0.45955613092351244,"score_spread":0.32873063581005924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280650187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964231,0.0004314165,0.000008515791,0.0005290714,0.000052350893,0.002292673,0.00012967903,0.000039484526,0.000093685245],"genre_scores_gemma":[0.9989244,0.000073397605,0.00016819309,0.00022004232,0.00013171029,0.000387252,0.000011404423,0.00003409646,0.00004954638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958582,0.0007594005,0.0006365834,0.00077620643,0.0012980964,0.0006715206],"domain_scores_gemma":[0.9982393,0.000322639,0.00037025564,0.00033754032,0.00014650436,0.00058380654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024217495,0.00027641284,0.0009711795,0.0004200132,0.00064839487,0.000048480048,0.000118909564,0.00008500876,0.000032273198],"category_scores_gemma":[0.000108350025,0.00023103537,0.00007432531,0.0009592648,0.0003299032,0.00018092428,0.00025397883,0.00095106394,8.032708e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035114093,0.005509583,0.9840474,0.001309566,0.00007192408,0.0000066033917,0.0031323282,0.000014746278,0.0009022303,0.00009593415,0.000011658462,0.0013866279],"study_design_scores_gemma":[0.0059819305,0.0026508607,0.9880921,0.000032407766,0.00003417987,0.000036077254,0.0024064751,0.00040027546,0.000105680156,0.000052201485,0.000015659762,0.0001921437],"about_ca_topic_score_codex":0.005062261,"about_ca_topic_score_gemma":0.00035697327,"teacher_disagreement_score":0.004705288,"about_ca_system_score_codex":0.00036578157,"about_ca_system_score_gemma":0.001168912,"threshold_uncertainty_score":0.9421349},"labels":[],"label_agreement":null},{"id":"W4281258056","doi":"10.2196/39448","title":"Correction: A Mobile-Based Intervention to Increase Self-esteem in Students with Depressive Symptoms: Randomized Controlled Trial","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Self-esteem; Clinical psychology; Intervention (counseling); Depressive symptoms; Psychology; mHealth; Psychotherapist; Medicine; Psychiatry; Psychological intervention; Anxiety","score_opus":0.015587154095420207,"score_gpt":0.3761784740190943,"score_spread":0.3605913199236741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281258056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7279914,0.018384231,0.0006283853,0.0016997482,0.14433262,0.08757786,0.0002060944,0.0010878983,0.018091774],"genre_scores_gemma":[0.6424529,0.002930682,0.00012273417,0.003766076,0.0047947234,0.2053321,0.0010305387,0.0003248266,0.13924545],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99032575,0.0042928,0.0019854172,0.0013856129,0.0010461459,0.0009643017],"domain_scores_gemma":[0.9952925,0.0014526796,0.0018056409,0.0005558111,0.0003285551,0.0005648027],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038828752,0.00077710237,0.0034303665,0.0011268447,0.0008741911,0.00013037062,0.00038620422,0.00051788765,0.00048909674],"category_scores_gemma":[0.0004926394,0.00065606344,0.00042833004,0.0008445897,0.0001491154,0.000114969356,0.00016056598,0.0019576328,0.000025034342],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.78517675,0.003183963,0.0023039696,0.0009032611,0.0005749676,0.00002821403,0.004042071,0.000035729572,2.917492e-8,0.000029320865,0.20199417,0.0017275529],"study_design_scores_gemma":[0.9444099,0.0069680824,0.012101531,0.0006113747,0.00088277156,0.000047224883,0.0013920377,0.00030115363,7.0298924e-8,0.000017370272,0.032719344,0.00054912234],"about_ca_topic_score_codex":0.0040356074,"about_ca_topic_score_gemma":0.0029540355,"teacher_disagreement_score":0.16927482,"about_ca_system_score_codex":0.001337687,"about_ca_system_score_gemma":0.0014597438,"threshold_uncertainty_score":0.9995891},"labels":[],"label_agreement":null},{"id":"W4281394252","doi":"10.2196/37086","title":"Fitbit Use and Activity Levels From Intervention to 2 Years After: Secondary Analysis of a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; University of California, San Diego; National Institutes of Health","keywords":"Randomized controlled trial; Activity tracker; Medicine; Physical therapy; Intervention (counseling); Psychological intervention; Physical activity; Repeated measures design; Surgery; Nursing","score_opus":0.06353646864286003,"score_gpt":0.3900054566449042,"score_spread":0.32646898800204416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281394252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99277097,0.00043397132,0.00017708707,0.0019304219,0.00014745972,0.004019337,0.00045491874,0.000026918067,0.000038892424],"genre_scores_gemma":[0.99694586,0.00015967098,0.00013473502,0.0015033437,0.000115040064,0.0009682601,0.000052315154,0.0000131529505,0.00010760111],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971239,0.0010404158,0.00073574064,0.0004012318,0.00037381655,0.00032487328],"domain_scores_gemma":[0.9975857,0.0011014364,0.00045442773,0.00023964123,0.000053125157,0.00056568434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017055032,0.00016265296,0.0028067613,0.00045475352,0.00016189026,0.000021173008,0.00004856987,0.00006735093,0.0003283917],"category_scores_gemma":[0.00024097608,0.00014055973,0.00044713725,0.0005118782,0.00007991833,0.00013990703,0.000101659956,0.00047409677,0.0000012289086],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97978824,0.0013082132,0.001093555,0.00036021406,0.00070604304,0.0000074328536,0.0017199082,0.000003884024,0.00006431184,0.00008601188,0.00009432874,0.014767835],"study_design_scores_gemma":[0.71271074,0.0021515738,0.28103447,0.00004300635,0.0021003766,0.0000019461345,0.00012354685,0.001302238,0.000007729359,0.00019703317,0.00022517255,0.00010219668],"about_ca_topic_score_codex":0.0041046976,"about_ca_topic_score_gemma":0.0004183369,"teacher_disagreement_score":0.2799409,"about_ca_system_score_codex":0.00014219641,"about_ca_system_score_gemma":0.0003816448,"threshold_uncertainty_score":0.6205102},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W4281559910","doi":"10.2196/36761","title":"Assessment of Smartphone Apps for Common Neurologic Conditions (Headache, Insomnia, and Pain): Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health","keywords":"Smartphone app; Mobile apps; App store; Download; mHealth; Medicine; Consistency (knowledge bases); Internet privacy; Usability; Psychology; World Wide Web; Computer science; Psychiatry; Psychological intervention; Artificial intelligence","score_opus":0.10565159892565713,"score_gpt":0.5117148723969852,"score_spread":0.4060632734713281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281559910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794787,0.0007456448,0.00033295777,0.0029880798,0.00061830564,0.013801048,0.0012070318,0.00014574408,0.0006824926],"genre_scores_gemma":[0.9453321,0.00041927322,0.0005156272,0.009440633,0.00022277955,0.043254144,0.00048695385,0.000048857757,0.00027961776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930074,0.0023540328,0.0020302865,0.00084691995,0.0005384746,0.0012228697],"domain_scores_gemma":[0.99451905,0.0024837053,0.0011220521,0.00056063477,0.00025870441,0.0010558207],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070779454,0.00030776844,0.00077215326,0.00035164267,0.0064792107,0.00001691768,0.00024274726,0.00020714189,0.00029223587],"category_scores_gemma":[0.00014889777,0.00031136273,0.00007554521,0.0005271606,0.00021289126,0.000106539715,0.00027029577,0.0015347939,0.0000046113296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003667886,0.0011797926,0.9737035,0.0035532438,0.000014027731,0.0000014298136,0.00076345453,0.00002917094,0.000011837974,0.012294778,0.00461954,0.003462403],"study_design_scores_gemma":[0.004062614,0.0033904254,0.9537009,0.000016184329,0.000038174778,0.000011832225,0.0021549491,0.0011730716,1.9652235e-7,0.0022862717,0.032981794,0.00018357916],"about_ca_topic_score_codex":0.0013061466,"about_ca_topic_score_gemma":0.0005870574,"teacher_disagreement_score":0.034146585,"about_ca_system_score_codex":0.00039598226,"about_ca_system_score_gemma":0.0024596888,"threshold_uncertainty_score":0.99993384},"labels":[],"label_agreement":null},{"id":"W4281613329","doi":"10.2196/31491","title":"Validation Parameters of Patient-Generated Data for Digitally Recorded Allergic Rhinitis Symptom and Medication Scores in the @IT.2020 Project: Exploratory Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Allergic Rhinitis and Sensitization","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Academy of Allergy and Clinical Immunology","keywords":"Medicine; Quality of life (healthcare); Visual analogue scale; Physical therapy; Proxy (statistics); Statistics","score_opus":0.10531262208091438,"score_gpt":0.3682717517405913,"score_spread":0.26295912965967694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281613329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921196,0.00041129536,0.00007648169,0.0037201347,0.00012862221,0.0032884418,0.00017199012,0.000020927688,0.00006246758],"genre_scores_gemma":[0.9940028,0.001107537,0.0003101055,0.0017206575,0.000049790066,0.00046817606,0.0023142465,0.000017516199,0.0000091338825],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99796003,0.00041088855,0.00061689725,0.00039595133,0.00039475347,0.00022146359],"domain_scores_gemma":[0.9988537,0.00022225588,0.0003412376,0.00038335743,0.00009136872,0.000108073335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010693277,0.00012715498,0.0003007289,0.00014852021,0.00027029312,0.000024970579,0.00011584857,0.000041504787,0.000007598101],"category_scores_gemma":[0.00016206357,0.00009993086,0.000016274289,0.00031897033,0.000053551586,0.0001665808,0.00008292005,0.0001821749,2.1601338e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010911297,0.010083583,0.19775857,0.006971683,0.00042772476,0.00019351362,0.3819778,0.0004220399,0.0002630167,0.0010631463,0.09137929,0.2985483],"study_design_scores_gemma":[0.03373016,0.03928711,0.4759913,0.0006900259,0.0006973809,0.0005508196,0.37040618,0.05866006,0.00008266276,0.0011910397,0.017461814,0.0012514242],"about_ca_topic_score_codex":0.00026765667,"about_ca_topic_score_gemma":0.00024375027,"teacher_disagreement_score":0.2972969,"about_ca_system_score_codex":0.000061251565,"about_ca_system_score_gemma":0.0005242016,"threshold_uncertainty_score":0.40750623},"labels":[],"label_agreement":null},{"id":"W4281727567","doi":"10.2196/38614","title":"Beyond Pathogen Filtration: Possibility of Smart Masks as Wearable Devices for Personal and Group Health and Safety Management","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Advanced Institute of Science and Technology; Khalifa University of Science, Technology and Research; National Research Foundation of Korea; National Research Foundation","keywords":"Personal protective equipment; Wearable computer; Wearable technology; Computer science; Population; Internet privacy; Face masks; Smartwatch; Face shield; Computer security; Health care; Coronavirus disease 2019 (COVID-19); Human–computer interaction; Risk analysis (engineering); Medicine; Disease; Embedded system","score_opus":0.029515273606751106,"score_gpt":0.342425037835073,"score_spread":0.3129097642283219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281727567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97918904,0.0070391535,0.00082700734,0.008930015,0.00020293,0.0025772622,0.00017082493,0.00003765567,0.0010260978],"genre_scores_gemma":[0.9927925,0.0011206007,0.00059464667,0.0047224066,0.00009341138,0.00018413916,0.00013715815,0.000011005125,0.00034413292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861586,0.0001291202,0.00043173187,0.00032497372,0.00021589587,0.0002824403],"domain_scores_gemma":[0.9991998,0.000070872964,0.00023357414,0.000098710334,0.000050444974,0.00034659432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012107324,0.00011581103,0.00033017315,0.00010386436,0.00073025643,0.000013651571,0.00002059767,0.000040922492,0.0000751058],"category_scores_gemma":[0.0000122206975,0.00010866392,0.00003887456,0.00012312358,0.00005012761,0.0000796585,0.00003721121,0.00015356825,5.332616e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013639773,0.0011070662,0.5502793,0.032120686,0.00017511589,0.000008444259,0.011280525,0.0000041444787,0.00008062455,0.017584914,0.0026470907,0.37107232],"study_design_scores_gemma":[0.0052507166,0.0043290285,0.9609845,0.000100832825,0.0001168137,0.0001288361,0.0028801323,0.0038109869,0.000002355688,0.0013825312,0.020867417,0.00014583627],"about_ca_topic_score_codex":0.00025132942,"about_ca_topic_score_gemma":0.00013754076,"teacher_disagreement_score":0.4107052,"about_ca_system_score_codex":0.00011469815,"about_ca_system_score_gemma":0.00026930784,"threshold_uncertainty_score":0.5616616},"labels":[],"label_agreement":null},{"id":"W4281733088","doi":"10.2196/39749","title":"Correction: Mobile Health–Based Thermometer for Monitoring Wound Healing After Endovascular Therapy in Patients With Chronic Foot Ulcer: Prospective Cohort Study","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thermometer; Cohort; Foot (prosody); Prospective cohort study; Diabetic foot; Physical therapy; Leg ulcer; Cohort study; Physical medicine and rehabilitation; Surgery; Diabetes mellitus; Internal medicine","score_opus":0.019607768913272542,"score_gpt":0.3360550934742464,"score_spread":0.31644732456097385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281733088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87082267,0.018185088,0.00011531278,0.0008479556,0.026930315,0.081591316,0.000119603974,0.00027718558,0.0011105497],"genre_scores_gemma":[0.93307984,0.0032601354,0.00024233274,0.0012538969,0.0021091383,0.05122442,0.0009633698,0.00028200506,0.007584865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948407,0.00033941984,0.0009994997,0.0013772314,0.0011778135,0.0012653661],"domain_scores_gemma":[0.99774873,0.000121209465,0.00061521743,0.00077987276,0.000209069,0.0005259279],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014863731,0.00070646656,0.001627034,0.0007116257,0.0005054524,0.00008249562,0.00017061252,0.00022454368,0.0001659238],"category_scores_gemma":[0.000013844126,0.00059217506,0.00018308521,0.0006280341,0.0000732098,0.000111480455,0.00008723218,0.0015334637,0.0000019142353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003835376,0.0027615181,0.907521,0.005077245,0.00047518808,0.000014365399,0.0011053756,0.000027418555,3.901045e-8,0.000002607209,0.023191998,0.055987857],"study_design_scores_gemma":[0.012218161,0.038039505,0.87225,0.00066049624,0.00025964866,0.0000014875089,0.00051697803,0.00014050084,4.702149e-7,0.000006605028,0.07548711,0.00041904263],"about_ca_topic_score_codex":0.0011415249,"about_ca_topic_score_gemma":0.00053699693,"teacher_disagreement_score":0.062257167,"about_ca_system_score_codex":0.0035782955,"about_ca_system_score_gemma":0.003032282,"threshold_uncertainty_score":0.999653},"labels":[],"label_agreement":null},{"id":"W4281756759","doi":"10.2196/37547","title":"Accuracy and Precision of Consumer-Grade Wearable Activity Monitors for Assessing Time Spent in Sedentary Behavior in Children and Adolescents: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hrvatska Zaklada za Znanost","keywords":"Sedentary behavior; Wearable computer; Activity monitor; Screen time; Wearable technology; mHealth; Psychology; Physical activity; Applied psychology; Computer science; Physical therapy; Medicine; Psychological intervention","score_opus":0.11026841537923215,"score_gpt":0.4630399622333494,"score_spread":0.35277154685411727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281756759","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11340029,0.8726736,0.0000012584161,0.00015426325,0.000051202387,0.013562951,0.00013674513,0.00001543643,0.000004303971],"genre_scores_gemma":[0.016235856,0.9821891,0.00006246553,0.0002177839,0.000057927013,0.0010678585,0.00011349734,0.00004497201,0.000010494876],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960792,0.00090417813,0.0013929827,0.0006767508,0.0003805266,0.0005663684],"domain_scores_gemma":[0.9970013,0.0009071074,0.0011961899,0.00036442524,0.000026970727,0.0005040035],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016875583,0.00042880778,0.00459942,0.00037887428,0.00017399108,0.00002498601,0.00010994707,0.000214318,0.000009899578],"category_scores_gemma":[0.00022971287,0.00034869477,0.00015895198,0.0004236333,0.00008405539,0.0002407586,0.00012729668,0.0010764572,0.0000012421752],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006453671,0.0009962671,0.0027766281,0.7478916,0.00001821957,0.000003951745,0.000048042904,1.1315606e-8,4.3689397e-7,0.0000017757385,0.00003615806,0.24816236],"study_design_scores_gemma":[0.0023162777,0.000997875,0.06703162,0.9234662,0.0026898356,0.00025605358,0.000040817027,0.00003584201,5.4899897e-7,0.000021221085,0.002753228,0.00039045626],"about_ca_topic_score_codex":0.0008059175,"about_ca_topic_score_gemma":0.00003583709,"teacher_disagreement_score":0.2477719,"about_ca_system_score_codex":0.0005018178,"about_ca_system_score_gemma":0.001105185,"threshold_uncertainty_score":0.9998965},"labels":[],"label_agreement":null},{"id":"W4281838861","doi":"10.2196/30960","title":"Impact of the Moderating Effect of National Culture on Adoption Intention in Wearable Health Care Devices: Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Psychology; Moderation; Meta-analysis; Uncertainty avoidance; Wearable technology; Usability; Health care; mHealth; Collectivism; Affect (linguistics); Social psychology; Applied psychology; Wearable computer; Individualism; Medicine; Psychological intervention; Engineering; Computer science; Political science","score_opus":0.33946753712249605,"score_gpt":0.5428894042378138,"score_spread":0.2034218671153178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281838861","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0105463555,0.9867354,0.00003158906,0.00022858728,0.00012058018,0.001705119,0.00048602957,0.000026146454,0.000120178134],"genre_scores_gemma":[0.17994845,0.81912273,0.000100897654,0.00020168994,0.00002059931,0.0003182946,0.00015421951,0.000022576924,0.00011055834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917488,0.0032163274,0.0022581168,0.0007426205,0.0016398894,0.0003942381],"domain_scores_gemma":[0.9947151,0.00087296264,0.0033060352,0.0006797539,0.00025832368,0.00016784894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006219827,0.00040046033,0.003753421,0.0015842874,0.00040529322,0.00004197242,0.00064578257,0.00035164817,0.0002366767],"category_scores_gemma":[0.00048822322,0.00020228802,0.0023490507,0.0038916022,0.000091289294,0.00012191158,0.00015134901,0.001146093,0.000003753244],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019567666,0.00047365812,0.023778679,0.022846714,0.0066946084,0.0000017713312,0.0036390254,0.0011710495,1.3466787e-7,0.0010435961,0.0013279251,0.93882716],"study_design_scores_gemma":[0.00716735,0.023590658,0.30503693,0.009284391,0.21392407,0.00017061808,0.011399009,0.0031970982,0.0000023653317,0.0021351532,0.42054415,0.0035482082],"about_ca_topic_score_codex":0.00073019834,"about_ca_topic_score_gemma":0.0007345339,"teacher_disagreement_score":0.93527895,"about_ca_system_score_codex":0.000826602,"about_ca_system_score_gemma":0.0017243827,"threshold_uncertainty_score":0.8249066},"labels":[],"label_agreement":null},{"id":"W4281872984","doi":"10.2196/38364","title":"Evaluation of Diagnostic and Triage Accuracy and Usability of a Symptom Checker in an Emergency Department: Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Triage; Usability; Medical diagnosis; Emergency department; Medicine; Observational study; Medical emergency; Emergency medicine; Psychiatry; Computer science","score_opus":0.4858455592469505,"score_gpt":0.5556359923905649,"score_spread":0.06979043314361444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281872984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940995,0.0019870694,0.000004080519,0.0011860708,0.00013697326,0.0025343848,0.000027658896,0.0000069847524,0.000017274984],"genre_scores_gemma":[0.9984167,0.0007753312,0.000060587026,0.00014609576,0.000058258418,0.00047093548,0.000060446546,0.0000074523473,0.0000041576263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974041,0.0006865099,0.0008619063,0.00029548202,0.0005496819,0.00020230305],"domain_scores_gemma":[0.99844474,0.0005437049,0.000297194,0.00019454239,0.00029634128,0.00022349606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004541032,0.0000946009,0.00030418937,0.00014135498,0.00017436314,0.0000035761293,0.000036760575,0.00004066004,0.00013287803],"category_scores_gemma":[0.0015448313,0.00009179182,0.000015722835,0.0003081502,0.00005588739,0.00012586507,0.00003685477,0.0001806739,2.1809879e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002763848,0.001274638,0.91331714,0.00065533107,0.0000067769815,4.8447095e-7,0.009859557,0.000012455264,0.000019367333,0.00014073198,0.000029241208,0.07440791],"study_design_scores_gemma":[0.0005145473,0.0021771928,0.98479724,0.000027645734,0.00010646052,0.0000047459953,0.00800502,0.002835728,0.000023881981,0.0014189878,0.000031874777,0.000056665314],"about_ca_topic_score_codex":0.0019749787,"about_ca_topic_score_gemma":0.0009838258,"teacher_disagreement_score":0.07435125,"about_ca_system_score_codex":0.00017559345,"about_ca_system_score_gemma":0.0009956082,"threshold_uncertainty_score":0.3743162},"labels":[],"label_agreement":null},{"id":"W4282919459","doi":"10.2196/31069","title":"Viewing Mobile Health Technology Design Through the Lens of Amplification Theory","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Health care; Digital health; Health equity; Nursing; Equity (law); Mobile device; Internet privacy; Medicine; Public relations; Psychology; Business; Computer science; Public health; Political science; World Wide Web","score_opus":0.16102220837295628,"score_gpt":0.4791267394469221,"score_spread":0.3181045310739658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282919459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.268593,0.16170338,0.15720823,0.26381868,0.0056084073,0.12999186,0.0015978664,0.0026169745,0.008861595],"genre_scores_gemma":[0.87703294,0.013000735,0.0037137065,0.026796022,0.00028640142,0.07850308,0.00010948561,0.000086026484,0.00047160918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99049926,0.0041576102,0.0022165808,0.0007839207,0.00056758395,0.0017750366],"domain_scores_gemma":[0.9942611,0.001813188,0.0019495767,0.0012130621,0.00022652255,0.00053653563],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007587083,0.00033335152,0.00083379383,0.00036078022,0.008124789,0.0000075309154,0.00060258876,0.00022880331,0.00040724053],"category_scores_gemma":[0.00016091266,0.00026894777,0.00008402836,0.0016409729,0.00035030945,0.00015054522,0.00034504978,0.0021663092,0.00005046238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079345936,0.0007245121,0.0048048096,0.007575569,0.0000371132,0.0000012678291,0.03477825,0.00026919408,0.000060887563,0.6569222,0.034449697,0.25958303],"study_design_scores_gemma":[0.0014943677,0.0018726848,0.0065550604,0.00013822108,0.000045643494,0.000024576279,0.02546913,0.00023211491,0.000006000712,0.028749695,0.9351444,0.00026808344],"about_ca_topic_score_codex":0.0007159229,"about_ca_topic_score_gemma":0.000040778017,"teacher_disagreement_score":0.9006947,"about_ca_system_score_codex":0.00074970454,"about_ca_system_score_gemma":0.005204255,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W4282921001","doi":"10.2196/35155","title":"The Effect and Feasibility of mHealth-Supported Surgical Site Infection Diagnosis by Community Health Workers After Cesarean Section in Rural Rwanda: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Surgical site infection prevention","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering","keywords":"Medicine; mHealth; Randomized controlled trial; Checklist; Health care; Intervention (counseling); Family medicine; Psychological intervention; Childbirth; Nursing; Pregnancy; Surgery","score_opus":0.024038855390524166,"score_gpt":0.36730386646804974,"score_spread":0.3432650110775256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282921001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799477,0.003186752,0.000018485134,0.003289356,0.0006761016,0.01265744,0.000043384953,0.00008155639,0.00009925345],"genre_scores_gemma":[0.99034274,0.0039729928,0.0000066640932,0.0004239898,0.00014021715,0.0048696944,0.00015056066,0.000023939238,0.000069211164],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.983345,0.013261977,0.001812315,0.000378467,0.0005733588,0.0006288835],"domain_scores_gemma":[0.99309343,0.004889243,0.0009907188,0.00034938188,0.00008525935,0.0005919461],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018808248,0.00030223202,0.0020998488,0.00027145588,0.001301498,0.000033155105,0.00005800866,0.00016996723,0.00021285987],"category_scores_gemma":[0.00053013634,0.00020838642,0.00034006458,0.0006569679,0.00030855997,0.00011902839,0.00009790211,0.001612649,8.665452e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.59920144,0.00057442655,0.38719043,0.0006278015,0.0000418538,0.0000026108537,0.0003838491,0.0000023811087,0.0000019872678,0.000007629552,0.00017825105,0.011787333],"study_design_scores_gemma":[0.6857135,0.005610149,0.30650717,0.00011514912,0.00015278629,0.00007022089,0.000200073,0.00018647274,0.000003955432,0.000067131514,0.0012558616,0.00011747634],"about_ca_topic_score_codex":0.016931983,"about_ca_topic_score_gemma":0.002417114,"teacher_disagreement_score":0.086512096,"about_ca_system_score_codex":0.0008726826,"about_ca_system_score_gemma":0.00046911248,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W4282941274","doi":"10.2196/23887","title":"Physical Activity Behavior of Patients at a Skilled Nursing Facility: Longitudinal Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Rehabilitation; Medicine; Skilled Nursing Facility; Cohort; Longitudinal study; Population; Physical therapy; Physical medicine and rehabilitation; Wearable computer; Nursing; Medical emergency; Computer science","score_opus":0.06537319548174073,"score_gpt":0.3770077193247729,"score_spread":0.31163452384303214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282941274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957771,0.000030263378,0.000790793,0.00023535007,0.0004045636,0.00243146,0.0001427171,0.000096319796,0.000091446025],"genre_scores_gemma":[0.9991086,0.0000036004515,0.00004237056,0.00005614597,0.000037713708,0.00066440884,0.000016865075,0.000009346302,0.000060938684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684966,0.00071258855,0.0003716475,0.0007465228,0.00084773486,0.00047184012],"domain_scores_gemma":[0.99836737,0.00018081554,0.00041612415,0.0005683101,0.00012742211,0.00033996435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077001686,0.00020179423,0.00056960137,0.00016651717,0.00076192315,0.00003551002,0.0003313389,0.00003620583,0.000024439376],"category_scores_gemma":[0.00002269393,0.0002067047,0.00008196507,0.00045850192,0.00007211818,0.0003125981,0.00041926184,0.00035085753,0.000008104134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013740035,0.0058766133,0.85224843,0.000112718626,0.0000140890725,0.0000054750662,0.005009223,9.4613335e-7,0.000013451169,0.000037135,0.0001505344,0.13639396],"study_design_scores_gemma":[0.0012978676,0.001331581,0.99597204,0.000011855935,0.000038851183,0.000014054081,0.00032835253,0.0006833071,0.00002201761,0.000029597823,0.00010809379,0.00016240659],"about_ca_topic_score_codex":0.00044847175,"about_ca_topic_score_gemma":0.00007867771,"teacher_disagreement_score":0.14372356,"about_ca_system_score_codex":0.0006472721,"about_ca_system_score_gemma":0.00030394702,"threshold_uncertainty_score":0.8429173},"labels":[],"label_agreement":null},{"id":"W4282963996","doi":"10.2196/31764","title":"Real-world Benefits of Diabetes Management App Use and Self-monitoring of Blood Glucose on Glycemic Control: Retrospective Analyses","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glycemic; Medicine; Diabetes mellitus; mHealth; Diabetes management; Digital health; Blood Glucose Self-Monitoring; Telemedicine; Internal medicine; Type 2 diabetes; Health care; Endocrinology; Continuous glucose monitoring; Nursing; Psychological intervention","score_opus":0.04694149522473528,"score_gpt":0.357185167495964,"score_spread":0.31024367227122873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282963996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99608785,0.0013257042,9.111295e-7,0.00049590383,0.00019810398,0.00089914596,0.00003617881,0.000056431076,0.0008997641],"genre_scores_gemma":[0.9958305,0.0029952002,0.0003949935,0.00026798403,0.00012611151,0.00012529125,0.000031742064,0.000021795546,0.00020641867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983484,0.0000880197,0.00045857936,0.00034786147,0.00037649635,0.00038065028],"domain_scores_gemma":[0.9989049,0.00011991224,0.00038192223,0.00028426517,0.00007740389,0.0002315866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045559325,0.00016581618,0.00050861994,0.00049080444,0.00019047226,0.000014206848,0.00006739182,0.00002988675,0.00001570899],"category_scores_gemma":[0.000021015703,0.00015918855,0.000049272818,0.0005150225,0.00004634187,0.00009421066,0.00007327089,0.00019989062,5.9498495e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057664956,0.0010490343,0.98658884,0.0031410295,0.00027893853,0.000001781229,0.00066811946,0.000033059492,0.0001368121,0.0023883719,0.0002760036,0.0048613814],"study_design_scores_gemma":[0.0031609994,0.0022939038,0.9920688,0.00017926894,0.00083943596,5.717796e-7,0.00053147145,0.00013091545,0.00032887855,0.00010657073,0.00025464233,0.00010449469],"about_ca_topic_score_codex":0.00021022151,"about_ca_topic_score_gemma":0.000011174122,"teacher_disagreement_score":0.0054800278,"about_ca_system_score_codex":0.00014690122,"about_ca_system_score_gemma":0.000074329364,"threshold_uncertainty_score":0.64915204},"labels":[],"label_agreement":null},{"id":"W4283080044","doi":"10.2196/35195","title":"Data Management and Privacy Policy of COVID-19 Contact-Tracing Apps: Systematic Review and Content Analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"American University of Beirut","keywords":"Permission; Contact tracing; Internet privacy; Computer science; Privacy policy; Transparency (behavior); World Wide Web; Information privacy; Computer security; Coronavirus disease 2019 (COVID-19); Medicine","score_opus":0.3073254955536164,"score_gpt":0.47148669188381215,"score_spread":0.16416119633019577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283080044","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000062346044,0.9850241,0.0064557567,0.001640267,0.0000623954,0.006147138,0.0004438837,0.00010590143,0.000114346054],"genre_scores_gemma":[0.0003543207,0.9923318,0.0007199269,0.0056823036,0.000034480006,0.0005028815,0.00025498302,0.000034619083,0.00008471039],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933744,0.001016848,0.0025340184,0.001652484,0.0006738741,0.000748393],"domain_scores_gemma":[0.9921292,0.001456562,0.002275622,0.002830829,0.0000544046,0.0012533681],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036821782,0.00066112814,0.0052250833,0.0013491058,0.00043764,0.00026752436,0.0018506654,0.00013367186,0.000008590642],"category_scores_gemma":[0.00071328244,0.00055002567,0.00025339978,0.0024611398,0.000073153635,0.0006427551,0.002953708,0.00054360303,0.000001989647],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003540952,0.000049554987,0.000018659455,0.90828276,0.0005265583,0.000024071765,0.0003029969,2.0605052e-7,3.570323e-9,0.006792338,0.0001235644,0.08387575],"study_design_scores_gemma":[0.0010927017,0.00051488384,0.0002414675,0.36558616,0.02897687,0.00036355352,0.00036377035,0.0007550229,1.0710963e-8,0.00020644665,0.6005474,0.0013517659],"about_ca_topic_score_codex":0.0008964853,"about_ca_topic_score_gemma":0.00010228887,"teacher_disagreement_score":0.60042375,"about_ca_system_score_codex":0.0007614012,"about_ca_system_score_gemma":0.0022440704,"threshold_uncertainty_score":0.9996951},"labels":[],"label_agreement":null},{"id":"W4283312936","doi":"10.2196/32910","title":"Conflicting Aims and Values in the Application of Smart Sensors in Geriatric Rehabilitation: Ethical Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Gesundheit","keywords":"Beneficence; Autonomy; Rehabilitation; Economic Justice; Relevance (law); mHealth; Applied psychology; Computer science; Quality (philosophy); Psychology; Medicine; Engineering ethics; Nursing; Engineering; Physical therapy; Psychological intervention","score_opus":0.016413747731339082,"score_gpt":0.3415272250447373,"score_spread":0.32511347731339824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283312936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936832,0.0006499404,0.00037263054,0.0047228746,0.000036952486,0.00043771052,0.000009211797,0.000019009713,0.000068434834],"genre_scores_gemma":[0.9985827,0.00018004705,0.00084442116,0.00024353224,0.000013295166,0.00011779988,0.0000085689535,0.0000071113195,0.0000025035001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881864,0.0002690388,0.00041779387,0.00015460409,0.00017214002,0.00016777082],"domain_scores_gemma":[0.9990838,0.0006188125,0.000072918876,0.00014350931,0.00002311556,0.0000578374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016849866,0.00007169659,0.00020595867,0.00030484155,0.00011524295,0.000008256587,0.000058404694,0.0000650671,0.000003280426],"category_scores_gemma":[0.000051516094,0.00006161314,0.000027193882,0.000999998,0.000056521836,0.000021651254,0.0000210839,0.00042365305,1.9851691e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011730167,0.00026238992,0.5180137,0.0036097197,0.000040222814,0.0000020707932,0.091959134,0.34572387,0.00007792099,0.022306096,0.00014777778,0.017739763],"study_design_scores_gemma":[0.00043777438,0.00027122974,0.7630682,0.000007763965,0.00003808673,0.000003538694,0.005441947,0.22820318,0.0000015191797,0.0016076072,0.00082619995,0.00009294984],"about_ca_topic_score_codex":0.00017376042,"about_ca_topic_score_gemma":0.00011119159,"teacher_disagreement_score":0.24505447,"about_ca_system_score_codex":0.00006472339,"about_ca_system_score_gemma":0.000038780658,"threshold_uncertainty_score":0.2512511},"labels":[],"label_agreement":null},{"id":"W4283323776","doi":"10.2196/31011","title":"Assessing the Risk Factors For Diagnosed Symptomatic Dry Eye Using a Smartphone App: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Visual acuity; Cross-sectional study; Eye care; Ophthalmology; Confidence interval; Optometry; Internal medicine","score_opus":0.07018841097513386,"score_gpt":0.4229564324436972,"score_spread":0.35276802146856334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283323776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954763,0.0007175718,0.0002822729,0.0003000849,0.0005218056,0.0025194213,0.00006333247,0.00009038202,0.000028817798],"genre_scores_gemma":[0.9980956,0.000064460306,0.00023585702,0.0008713891,0.00022443393,0.00032665159,0.00004652946,0.000038792627,0.00009628777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766916,0.00035837817,0.0005324604,0.00040241936,0.0004934692,0.000544085],"domain_scores_gemma":[0.99842757,0.00052701234,0.00033295015,0.0003312717,0.00007633367,0.0003048502],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014968709,0.000204398,0.00040021513,0.0001172601,0.0024427671,0.000118818614,0.00010050687,0.00006152648,0.000056520497],"category_scores_gemma":[0.000121010184,0.00014786956,0.000119034674,0.00028711045,0.000056881145,0.00014171509,0.000079040015,0.0005618907,0.0000021651051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014840692,0.000535008,0.99501747,0.00042742176,0.00005920078,0.0000082759,0.002707463,0.0000765847,0.00002124947,0.000017359776,0.000021719843,0.0009598256],"study_design_scores_gemma":[0.00275908,0.0010763699,0.9826973,0.000021009788,0.00017772208,0.000004800912,0.008898953,0.0037187007,0.0000041846315,0.000050904622,0.00046141553,0.00012953622],"about_ca_topic_score_codex":0.0011864532,"about_ca_topic_score_gemma":0.00006483543,"teacher_disagreement_score":0.012320162,"about_ca_system_score_codex":0.0003369823,"about_ca_system_score_gemma":0.0007487378,"threshold_uncertainty_score":0.9988559},"labels":[],"label_agreement":null},{"id":"W4283642911","doi":"10.2196/40273","title":"Correction: “Viewing Mobile Health Technology Design Through the Lens of Amplification Theory”","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Persona Design and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Lens (geology); Optometry; Internet privacy; Human–computer interaction; Medicine; Optics; Physics","score_opus":0.09625766089659085,"score_gpt":0.37285846462583155,"score_spread":0.2766008037292407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283642911","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003188751,0.05254065,0.892576,0.030009119,0.014381025,0.0049507655,0.000089830755,0.00057929265,0.0048414343],"genre_scores_gemma":[0.15026492,0.37770584,0.15132073,0.07498684,0.0071098395,0.054811116,0.0019345032,0.0007093165,0.18115689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961978,0.00088705705,0.0008533414,0.00087429886,0.00046781776,0.0007196523],"domain_scores_gemma":[0.9966325,0.0004650191,0.0011826066,0.0014120468,0.00012595943,0.00018187263],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0019907604,0.00034147428,0.00066837255,0.00029376254,0.0016410048,0.00006801158,0.001289359,0.00031099797,0.000038563365],"category_scores_gemma":[0.000052816817,0.00027507346,0.00009592085,0.0016279661,0.00025008956,0.00021933243,0.0002767307,0.001613064,0.000012566845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016209047,0.00014933126,0.000005815941,0.00062029,0.000017103679,6.316457e-7,0.004747405,0.000024359857,0.0000038246394,0.13201115,0.75223315,0.110170715],"study_design_scores_gemma":[0.00019091075,0.00089243276,0.00024984684,0.00013024858,0.000025172716,0.000064102926,0.0011575618,0.0030176162,0.000004444548,0.012772839,0.9812412,0.0002535922],"about_ca_topic_score_codex":0.00022235935,"about_ca_topic_score_gemma":0.000014669031,"teacher_disagreement_score":0.7412553,"about_ca_system_score_codex":0.0003637975,"about_ca_system_score_gemma":0.00306703,"threshold_uncertainty_score":0.99997014},"labels":[],"label_agreement":null},{"id":"W4283643131","doi":"10.2196/32089","title":"The Effects of Theory-Based Educational Intervention and WhatsApp Follow-up on Papanicolaou Smear Uptake Among Postnatal Women in Malaysia: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Cervical cancer; Intervention (counseling); Papanicolaou stain; Family medicine; Gynecology; Cancer; Nursing; Internal medicine","score_opus":0.016580195293480277,"score_gpt":0.3578273363769285,"score_spread":0.3412471410834482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283643131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862025,0.0024489397,0.0000042250053,0.0031384886,0.00047746926,0.007168627,0.000012370847,0.000011289208,0.0005361134],"genre_scores_gemma":[0.9931979,0.0004977606,0.0000053205404,0.0006695556,0.00015010768,0.0047020684,0.00003085698,0.000016004802,0.0007304133],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99651366,0.001485967,0.0007076557,0.0002796842,0.0005257371,0.00048730057],"domain_scores_gemma":[0.9955182,0.0035736524,0.00026318434,0.00019045749,0.00007668477,0.00037783996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061551607,0.00014529435,0.0009912141,0.00021299793,0.0003197154,0.000026848698,0.00008859646,0.00006069561,0.0004294248],"category_scores_gemma":[0.0011049301,0.00009437557,0.00018066487,0.00022996978,0.00019015954,0.000039344315,0.00005337551,0.0005398213,0.000001113635],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9732698,0.00058984617,0.0011515067,0.0014575829,0.000059897524,0.000004433725,0.0009583579,0.0000017890688,0.000005544277,0.0042924252,0.00010275643,0.018106036],"study_design_scores_gemma":[0.88658714,0.0045703347,0.10574371,0.000077833945,0.00007232356,0.000003875824,0.0007430188,0.0006633502,0.0000055243618,0.0013163276,0.00014622069,0.00007035996],"about_ca_topic_score_codex":0.0001979004,"about_ca_topic_score_gemma":0.000058986636,"teacher_disagreement_score":0.104592204,"about_ca_system_score_codex":0.00034101322,"about_ca_system_score_gemma":0.00088476535,"threshold_uncertainty_score":0.47019005},"labels":[],"label_agreement":null},{"id":"W4283661335","doi":"10.2196/34273","title":"Effectiveness of a Conversational Chatbot (Dejal@bot) for the Adult Population to Quit Smoking: Pragmatic, Multicenter, Controlled, Randomized Clinical Trial in Primary Care","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; mHealth; Smoking cessation; Population; Family medicine; Intervention (counseling); Health care; Chatbot; Clinical trial; Public health; Brief intervention; Abstinence; Nursing; Psychiatry; Environmental health","score_opus":0.06220701140035916,"score_gpt":0.4632322421549038,"score_spread":0.4010252307545446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283661335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96604335,0.0010903918,0.00065312104,0.0032922379,0.0038701855,0.024244437,0.0004349797,0.00003354999,0.0003377567],"genre_scores_gemma":[0.98436624,0.000021723441,0.00017836542,0.0017047671,0.00014015172,0.013143538,0.00035868728,0.000025481399,0.00006104633],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99279034,0.00395671,0.0019618282,0.00044894515,0.00037308,0.00046911623],"domain_scores_gemma":[0.99014294,0.008364282,0.0008208205,0.00027783302,0.00014671778,0.00024741405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008718442,0.00018345876,0.0011347395,0.00021609614,0.0003291565,0.000019079147,0.00019167765,0.00009584982,0.000060051825],"category_scores_gemma":[0.0007146347,0.00014552052,0.000309971,0.0002251198,0.000098954384,0.00007731094,0.00009506957,0.0003507231,0.0000036687122],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94580805,0.0014914126,0.008479967,0.0037982804,0.00009734298,0.0000012786741,0.002746098,0.000028900426,3.2188677e-7,0.019734785,0.00020876483,0.01760478],"study_design_scores_gemma":[0.8447528,0.0037761263,0.14717737,0.000266252,0.00012660463,0.000004255826,0.001945442,0.00061497977,6.1128446e-7,0.0008562106,0.00034497032,0.00013436201],"about_ca_topic_score_codex":0.0011543105,"about_ca_topic_score_gemma":0.00016481787,"teacher_disagreement_score":0.1386974,"about_ca_system_score_codex":0.0005628584,"about_ca_system_score_gemma":0.0003117698,"threshold_uncertainty_score":0.59341544},"labels":[],"label_agreement":null},{"id":"W4283717129","doi":"10.2196/34685","title":"Health Consumer Engagement, Enablement, and Empowerment in Smartphone-Enabled Home-Based Diagnostic Testing for Viral Infections: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Context (archaeology); Health care; Digital health; mHealth; Psychology; Medicine; Nursing; Applied psychology; Psychological intervention","score_opus":0.10492896470264007,"score_gpt":0.4477929925143909,"score_spread":0.34286402781175085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283717129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98844117,0.0021207186,0.0009961603,0.0017037363,0.0005872763,0.0058553913,0.0000370605,0.00018584965,0.00007266494],"genre_scores_gemma":[0.9800956,0.00008696614,0.00788274,0.008375828,0.00009497821,0.0033472786,0.000035415236,0.000051961004,0.000029235893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99578524,0.0012347973,0.0010550629,0.0007063683,0.00031794788,0.0009005674],"domain_scores_gemma":[0.9955233,0.0032039487,0.00048214794,0.00029759266,0.00009895299,0.00039410644],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0064641624,0.00030329486,0.000755686,0.0006491899,0.0015097421,0.000047618578,0.00006822483,0.000054593358,0.00002520873],"category_scores_gemma":[0.0016616974,0.00030721308,0.00005278931,0.0008454868,0.000062851854,0.00008343171,0.00013159908,0.0007325376,0.0000013459635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074715406,0.0035115087,0.79646194,0.0038279821,0.000068380075,0.000032911234,0.0033939155,0.000033500586,0.000876991,0.00007592566,0.001424847,0.18954496],"study_design_scores_gemma":[0.037994865,0.029675461,0.87857026,0.0004413049,0.00031788432,0.00022060973,0.01349312,0.0077297203,0.0006771637,0.00048456795,0.029584689,0.0008103606],"about_ca_topic_score_codex":0.0018725769,"about_ca_topic_score_gemma":0.00039198075,"teacher_disagreement_score":0.1887346,"about_ca_system_score_codex":0.00067770306,"about_ca_system_score_gemma":0.0013006215,"threshold_uncertainty_score":0.999938},"labels":[],"label_agreement":null},{"id":"W4283751535","doi":"10.2196/37980","title":"The Definitions of Health Apps and Medical Apps From the Perspective of Public Health and Law: Qualitative Analysis of an Interdisciplinary Literature Overview","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Qualitative research; Public health; Digital health; Narrative; mHealth; Internet privacy; Medicine; Psychology; Computer science; Health care; Sociology; Nursing; Law; Political science; Social science; Psychological intervention","score_opus":0.3244379315098448,"score_gpt":0.5910348905879386,"score_spread":0.2665969590780938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283751535","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066273316,0.9593256,0.000080429985,0.024460003,0.00026566687,0.00788414,0.006872454,0.000051289713,0.0003976428],"genre_scores_gemma":[0.0020942264,0.98307097,0.00030733997,0.005444175,0.00020584441,0.005937355,0.002832463,0.0000846516,0.00002297763],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.96920055,0.02051117,0.0059967623,0.0013486415,0.001245146,0.0016977009],"domain_scores_gemma":[0.9718033,0.015723953,0.0074756565,0.0016103702,0.0005346611,0.0028520743],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.017447144,0.00075747614,0.0053108926,0.0007655857,0.0059730033,0.000034945257,0.0008494105,0.0006923115,0.00014685019],"category_scores_gemma":[0.00091076526,0.00047815448,0.00045939398,0.0033839871,0.0015128137,0.00019370123,0.0010131042,0.0035682593,0.0000018106895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007422089,0.0003230199,0.000079242476,0.058742493,0.00044981833,7.1534623e-7,0.074240655,8.910457e-8,5.247051e-9,0.27911425,0.0011391932,0.5858363],"study_design_scores_gemma":[0.001129206,0.001530036,0.0017557156,0.012620122,0.0011905883,0.000019708468,0.14489323,0.00007736924,4.4522555e-9,0.01533725,0.8210573,0.00038948678],"about_ca_topic_score_codex":0.011823312,"about_ca_topic_score_gemma":0.01047585,"teacher_disagreement_score":0.8199181,"about_ca_system_score_codex":0.00082819595,"about_ca_system_score_gemma":0.017749222,"threshold_uncertainty_score":0.999767},"labels":[],"label_agreement":null},{"id":"W4284683826","doi":"10.2196/34102","title":"Awareness, Acceptability, and Perceived Effectiveness of Text-Based Therapy Among Graduate Students: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Florida","keywords":"Mental health; Psychology; Clinical psychology; Population; Wilcoxon signed-rank test; Test (biology); Medicine; Medical education; Family medicine; Psychiatry; Pedagogy","score_opus":0.1175851153720225,"score_gpt":0.49845852899341125,"score_spread":0.38087341362138877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284683826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99476975,0.00044598157,0.000013629937,0.00012844984,0.001066416,0.0029927935,0.00025926018,0.00007698015,0.0002467544],"genre_scores_gemma":[0.9977028,0.000015595262,0.000013170306,0.000256338,0.00004540958,0.0017657098,0.00006259677,0.00003744501,0.00010097389],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953952,0.0017652712,0.00088233687,0.00074586156,0.00065653614,0.00055482285],"domain_scores_gemma":[0.99823976,0.00047789438,0.0003755925,0.00040514724,0.00011069535,0.00039092617],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003022589,0.00024929977,0.00048868364,0.00024008748,0.00088777125,0.00007199348,0.000295128,0.0000728818,0.0004314635],"category_scores_gemma":[0.00002545131,0.00024533417,0.00009679197,0.0003615481,0.00031505557,0.0001643398,0.0002136328,0.00047392538,0.0000063665884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020784163,0.005753601,0.9839842,0.0010274893,0.00004771393,0.000005835323,0.0013499123,0.0000102435115,0.0000028924076,0.000279687,0.000037908223,0.0054221265],"study_design_scores_gemma":[0.0050034556,0.005513505,0.9871645,0.00002916165,0.00001500762,0.000012362975,0.0015163897,0.000023006985,0.00000430301,0.0004963993,0.000058769154,0.00016315465],"about_ca_topic_score_codex":0.0042604813,"about_ca_topic_score_gemma":0.00023228636,"teacher_disagreement_score":0.005258972,"about_ca_system_score_codex":0.00031039678,"about_ca_system_score_gemma":0.00027206045,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W4285055565","doi":"10.2196/34767","title":"The Association Between Smartphone App–Based Self-monitoring of Hypertension-Related Behaviors and Reductions in High Blood Pressure: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Blood pressure; mHealth; Psychological intervention; Meta-analysis; Smartphone app; Association (psychology); Medicine; Self-monitoring; Psychology; Clinical psychology; Gerontology; Internal medicine; Computer science; Psychiatry; Internet privacy; Social psychology; Psychotherapist","score_opus":0.15694279653453275,"score_gpt":0.45470319690173494,"score_spread":0.2977604003672022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285055565","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003236862,0.97574,0.0000016231886,0.0029242944,0.00024928062,0.019983202,0.0006304679,0.00012248749,0.00002494106],"genre_scores_gemma":[0.0010504236,0.9574831,0.00018761522,0.0005000838,0.0001017649,0.039829664,0.0003503511,0.00008183482,0.0004151449],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9854162,0.0060954834,0.005364841,0.0010802799,0.0007451204,0.0012980832],"domain_scores_gemma":[0.9847471,0.0069840318,0.005815508,0.0011624497,0.00026923048,0.0010216935],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009402716,0.0006827189,0.0086839255,0.0007874693,0.0029318533,0.000024906614,0.00034036074,0.0007915954,0.00008050576],"category_scores_gemma":[0.0006536731,0.0004801673,0.00059115567,0.0027673873,0.000102367165,0.000097223165,0.0001971267,0.0027375962,0.0000061401993],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006690183,0.00016557593,0.0020126044,0.9812426,0.011449648,0.0000013051834,0.0002020582,3.897388e-7,1.1407052e-8,0.00028050927,0.00035202072,0.0042865975],"study_design_scores_gemma":[0.0007119727,0.00014783947,0.003958269,0.013809413,0.8375269,0.000010005347,0.0002046373,0.0000056630192,1.5885405e-8,0.000041796,0.14322524,0.00035825223],"about_ca_topic_score_codex":0.0011770487,"about_ca_topic_score_gemma":0.00018083058,"teacher_disagreement_score":0.96743315,"about_ca_system_score_codex":0.00047404986,"about_ca_system_score_gemma":0.0027595821,"threshold_uncertainty_score":0.999765},"labels":[],"label_agreement":null},{"id":"W4285321588","doi":"10.2196/35657","title":"Measures of Engagement With mHealth Interventions in Patients With Heart Failure: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Kentucky","keywords":"mHealth; Psychological intervention; Medicine; Operationalization; Qualitative research; MEDLINE; Psychology; Nursing","score_opus":0.14638142234582968,"score_gpt":0.4741585563180636,"score_spread":0.3277771339722339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285321588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.833002,0.054859564,0.00072256156,0.04289291,0.0006872183,0.06520959,0.0006103643,0.00038861288,0.0016271817],"genre_scores_gemma":[0.93519354,0.012029504,0.002630581,0.017039886,0.000108977736,0.032466423,0.00031410757,0.00009917957,0.00011778447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99169767,0.0025052228,0.0024461485,0.0008166715,0.0009759073,0.0015583782],"domain_scores_gemma":[0.9957956,0.0005166115,0.0014667489,0.0007851501,0.00035808253,0.001077794],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004920353,0.0003741729,0.0012356926,0.00050924724,0.0024842208,0.0000068487584,0.00030220093,0.000114998074,0.0005121179],"category_scores_gemma":[0.00011135838,0.00031069492,0.00008578512,0.0013917956,0.00013753117,0.00016118091,0.00022231117,0.0019379491,0.000015933289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001199428,0.0013969688,0.7551579,0.21126981,0.000020645219,0.0000015483976,0.0012838058,0.000040513845,6.678624e-7,0.002805752,0.0158809,0.010942055],"study_design_scores_gemma":[0.009666538,0.0046552774,0.8535508,0.065660655,0.0001692218,0.0000075930398,0.0019899192,0.000021165923,7.9146037e-7,0.00012703562,0.06359644,0.00055457826],"about_ca_topic_score_codex":0.0008993513,"about_ca_topic_score_gemma":0.0025512297,"teacher_disagreement_score":0.14560917,"about_ca_system_score_codex":0.00072993396,"about_ca_system_score_gemma":0.004713821,"threshold_uncertainty_score":0.9999345},"labels":[],"label_agreement":null},{"id":"W4285361590","doi":"10.2196/33850","title":"Predicting the Next-Day Perceived and Physiological Stress of Pregnant Women by Using Machine Learning and Explainability: Algorithm Development and Validation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Diabetes and Digestive and Kidney Diseases; Children’s Hospital of Wisconsin Research Institute; Northwestern University","keywords":"Algorithm; Machine learning; Computer science; Artificial intelligence; Stress (linguistics); Psychology","score_opus":0.06302491794747239,"score_gpt":0.3482394750292348,"score_spread":0.2852145570817624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285361590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990943,0.0075721974,0.000017290025,0.00053423987,0.000060543924,0.0007962297,0.000043903583,0.000024931278,0.000007630945],"genre_scores_gemma":[0.9963577,0.0026031933,0.000471272,0.00029072288,0.000037776084,0.00013393788,0.000037076927,0.000012682418,0.00005563058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826217,0.00039406196,0.00040588912,0.00032522585,0.00022183389,0.0003908513],"domain_scores_gemma":[0.9991883,0.0001453416,0.00022214389,0.00008892548,0.00002431448,0.0003309938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009489207,0.00015075278,0.0003257703,0.000051809424,0.00096710486,0.000018381585,0.000036249232,0.000048434787,0.00001791422],"category_scores_gemma":[0.00003188792,0.000107421714,0.000010894718,0.00007471002,0.00011548065,0.00007175225,0.00016246527,0.0003990521,7.1689364e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010621385,0.00047086354,0.69223136,0.030593418,0.000048179096,0.000016093014,0.06253529,0.000011134344,0.00095738034,0.00005912948,0.000010772939,0.21200423],"study_design_scores_gemma":[0.0028784575,0.0033766564,0.9606097,0.0022948498,0.00007095038,0.0002914978,0.014128994,0.014181129,0.0005101156,0.00011865457,0.0012536095,0.00028541303],"about_ca_topic_score_codex":0.0002567252,"about_ca_topic_score_gemma":0.0000036409506,"teacher_disagreement_score":0.26837832,"about_ca_system_score_codex":0.00014199807,"about_ca_system_score_gemma":0.00014444668,"threshold_uncertainty_score":0.74382865},"labels":[],"label_agreement":null},{"id":"W4285363389","doi":"10.2196/33772","title":"Role of Social and App-Related Factors in Behavioral Engagement With mHealth for Improved Well-being Among Chronically Ill Patients: Scenario-Based Survey Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Moderation; Mediation; Structural equation modeling; Psychology; Pleasure; Mobile apps; Social support; Clinical psychology; Psychological intervention; Social psychology; World Wide Web; Psychiatry; Computer science; Psychotherapist","score_opus":0.05662014925321523,"score_gpt":0.42356493848075166,"score_spread":0.3669447892275364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285363389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97645265,0.00021608252,0.000040948373,0.0011496284,0.00023795819,0.02107845,0.0005622102,0.00012089634,0.00014115206],"genre_scores_gemma":[0.9807359,0.00011643454,0.00023105752,0.0019481952,0.000068103785,0.015815176,0.00091545866,0.00009983511,0.00006985761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910307,0.0029892786,0.0024315943,0.001077644,0.00055333663,0.0019174323],"domain_scores_gemma":[0.995057,0.001143878,0.001609853,0.0004917493,0.0005523192,0.0011452017],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0057225493,0.00048013942,0.0011699797,0.0005242012,0.0043455292,0.0000148871295,0.00029632638,0.00028728184,0.00012193113],"category_scores_gemma":[0.00014683849,0.00044362087,0.00006865983,0.0009081299,0.00020599301,0.00013967096,0.00022993225,0.002043361,0.0000017639702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017909198,0.0027668145,0.97188044,0.002630435,0.000016551967,5.4583353e-7,0.012524861,0.000020560361,0.0000050944254,0.0005209505,0.00043944607,0.0074034086],"study_design_scores_gemma":[0.011263801,0.005222896,0.96510494,0.000073271105,0.0000765931,3.2644414e-7,0.012688896,0.0010419106,8.928361e-7,0.000099216784,0.004112505,0.00031477443],"about_ca_topic_score_codex":0.017368637,"about_ca_topic_score_gemma":0.019767448,"teacher_disagreement_score":0.009472881,"about_ca_system_score_codex":0.001215242,"about_ca_system_score_gemma":0.004282462,"threshold_uncertainty_score":0.9998016},"labels":[],"label_agreement":null},{"id":"W4285392233","doi":"10.2196/35684","title":"Wearing the Future—Wearables to Empower Users to Take Greater Responsibility for Their Health and Care: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":243,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Health care; PsycINFO; Grey literature; MEDLINE; Thematic analysis; Medicine; Psychology; Medical education; Nursing; Qualitative research; Computer science; Sociology; Political science","score_opus":0.10629593342163758,"score_gpt":0.48109258834699864,"score_spread":0.3747966549253611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285392233","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29446957,0.18990158,0.0005578481,0.429863,0.0023244096,0.08104867,0.0009298631,0.00040069703,0.0005043619],"genre_scores_gemma":[0.19281651,0.08177413,0.0037864172,0.5752966,0.0018154491,0.1431073,0.00026306635,0.00022134143,0.0009191879],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918621,0.0021613333,0.0018926738,0.0012936367,0.00049150776,0.0022987155],"domain_scores_gemma":[0.9933233,0.0011672019,0.0006693378,0.001213488,0.00028076718,0.003345861],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007067588,0.00044872743,0.0010738969,0.0002922709,0.009738531,0.00003105394,0.00043362612,0.00014776834,0.0001479736],"category_scores_gemma":[0.00031024026,0.00034124163,0.00009933278,0.0009668436,0.00008406848,0.000104089406,0.0005150121,0.0013265943,0.000032480202],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004035666,0.0002453201,0.030419612,0.25196725,0.000035189238,0.000002557126,0.083166115,0.000025089917,0.0000100894995,0.008974839,0.25858694,0.36253133],"study_design_scores_gemma":[0.0016301966,0.0018098168,0.02761068,0.007817241,0.000034881305,0.000016394059,0.025855806,0.000026602938,0.0000011437434,0.00029350255,0.93447334,0.00043037892],"about_ca_topic_score_codex":0.0007933411,"about_ca_topic_score_gemma":0.0019458348,"teacher_disagreement_score":0.6758864,"about_ca_system_score_codex":0.0010005053,"about_ca_system_score_gemma":0.0070366883,"threshold_uncertainty_score":0.999904},"labels":[],"label_agreement":null},{"id":"W4285450974","doi":"10.2196/31099","title":"Factors Associated With Using the COVID-19 Mobile Contact-Tracing App Among Individuals Diagnosed With SARS-CoV-2 in Amsterdam, the Netherlands: Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Observational study; Odds; Odds ratio; Logistic regression; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Pediatrics; Disease; Internal medicine; Infectious disease (medical specialty)","score_opus":0.21833619953878927,"score_gpt":0.40099798233850176,"score_spread":0.18266178279971249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285450974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915788,0.00014929267,0.0029782308,0.0018515275,0.000101050566,0.0031098027,0.000050930717,0.00015748016,0.00002285864],"genre_scores_gemma":[0.99023193,0.0000047941844,0.000053325988,0.008915016,0.000035405632,0.00069034006,0.000027806382,0.00003198024,0.000009419183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957087,0.0010863357,0.00063916517,0.0007269471,0.0010221065,0.00081673614],"domain_scores_gemma":[0.99588835,0.002505449,0.0006342417,0.00062461616,0.00007553656,0.00027177844],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026297823,0.00035977128,0.00048176103,0.00022482872,0.0018666183,0.00042243782,0.0009223228,0.00006005527,0.00000458815],"category_scores_gemma":[0.00016611088,0.00020808958,0.00004624739,0.0014998149,0.00010611249,0.0007619605,0.0003724691,0.0008603797,3.414842e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006845783,0.0003819206,0.95685387,0.000101889425,0.0000425091,0.00003220322,0.03814223,0.0037282403,0.000008145621,0.00026958153,0.00008410603,0.00028685626],"study_design_scores_gemma":[0.0024333377,0.001515468,0.97872,0.000068522706,0.00003388581,0.000010483109,0.008479087,0.0080298,0.0000057772663,0.0001108426,0.00028657157,0.0003062142],"about_ca_topic_score_codex":0.0047431528,"about_ca_topic_score_gemma":0.01056364,"teacher_disagreement_score":0.029663146,"about_ca_system_score_codex":0.0010108316,"about_ca_system_score_gemma":0.0020874068,"threshold_uncertainty_score":0.9994328},"labels":[],"label_agreement":null},{"id":"W4285504796","doi":"10.2196/35727","title":"Wearable Devices in Diving: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Computer science; Smartwatch; Underwater; Human–computer interaction; Grey literature; Embedded system; MEDLINE","score_opus":0.06828742733916482,"score_gpt":0.40079292267845407,"score_spread":0.33250549533928925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285504796","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31628993,0.652255,0.00008364973,0.018252352,0.00018954724,0.003208221,0.000011336581,0.00014140001,0.009568548],"genre_scores_gemma":[0.93659806,0.052250825,0.00014816051,0.01023605,0.000061744264,0.0004962183,0.000027637092,0.000017357303,0.0001639374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855185,0.00015325088,0.00038159196,0.00029346274,0.00026816878,0.0003516981],"domain_scores_gemma":[0.99921006,0.000062682695,0.000094465235,0.00032061728,0.000028910055,0.0002832376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093302835,0.000099815814,0.0004151025,0.00014043975,0.00036417396,0.000009740459,0.00006772294,0.000030373314,0.00016244271],"category_scores_gemma":[0.000045626763,0.00009859697,0.000083087165,0.0005154739,0.00002113786,0.000047420224,0.000091208894,0.00040215254,0.0000129846585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005502486,0.00196606,0.42514443,0.31206325,0.00021389172,0.00020627829,0.0035939568,0.00023693868,0.00004733132,0.005403051,0.025277754,0.2252968],"study_design_scores_gemma":[0.0054326924,0.000885266,0.8836721,0.06538562,0.0004888598,0.001175086,0.0006804276,0.0006770216,0.0000043270206,0.00038245026,0.040665504,0.00055060664],"about_ca_topic_score_codex":0.00032033378,"about_ca_topic_score_gemma":0.000085476946,"teacher_disagreement_score":0.62030816,"about_ca_system_score_codex":0.00015013048,"about_ca_system_score_gemma":0.0006107632,"threshold_uncertainty_score":0.40206677},"labels":[],"label_agreement":null},{"id":"W4286561788","doi":"10.2196/38077","title":"Comparison of Accelerometry-Based Measures of Physical Activity: Retrospective Observational Data Analysis Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Neurological Disorders and Stroke; Johns Hopkins University","keywords":"Generalizability theory; Statistics; Mathematics; Linear regression; Standard deviation; Regression analysis; Medicine; Physical activity; Physical therapy","score_opus":0.4789565883031691,"score_gpt":0.5163160873791381,"score_spread":0.03735949907596903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286561788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640673,0.00009862485,0.00026747197,0.0015858568,0.00003758608,0.00093397446,0.0005453053,0.000028170452,0.000096293385],"genre_scores_gemma":[0.999151,0.000010969229,0.00020011392,0.0002260777,0.000098692726,0.000060893777,0.00022683611,0.000014334417,0.000011115684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971192,0.00039418016,0.00046616953,0.0005536125,0.0011262842,0.00034057436],"domain_scores_gemma":[0.997777,0.00035554304,0.0006148232,0.00075700687,0.00016075003,0.0003348824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094834546,0.00016871312,0.0014658736,0.00041175995,0.00033026148,0.00000585336,0.0002315669,0.000041503416,0.00004459759],"category_scores_gemma":[0.000108461776,0.00015530323,0.00011819339,0.0020313582,0.00011092635,0.00013171622,0.00021575371,0.0006503037,5.378867e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017733903,0.023525998,0.9620133,0.0009902756,0.00035872095,0.000001848274,0.0019419095,0.00014606402,0.00045464665,0.0003938376,0.00027141318,0.008128615],"study_design_scores_gemma":[0.0016571777,0.0059677237,0.9670176,0.000015794558,0.00085777737,7.04477e-7,0.0008998946,0.023127794,0.00017675264,0.00008847818,0.00009401843,0.00009631354],"about_ca_topic_score_codex":0.0011918542,"about_ca_topic_score_gemma":0.00017183657,"teacher_disagreement_score":0.02298173,"about_ca_system_score_codex":0.00023935133,"about_ca_system_score_gemma":0.0011043792,"threshold_uncertainty_score":0.6333082},"labels":[],"label_agreement":null},{"id":"W4287886354","doi":"10.2196/37290","title":"System Usability Scale Benchmarking for Digital Health Apps: Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":438,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department for the Economy","keywords":"Usability; Computer science; Benchmarking; Digital health; mHealth; Scale (ratio); Psychology; Health care; Geography; Cartography; Operating system","score_opus":0.3130131242516645,"score_gpt":0.5364518366013243,"score_spread":0.22343871234965984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287886354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007520303,0.9457442,0.0016450686,0.0017619227,0.0011294124,0.03782985,0.009741862,0.0006218965,0.0015182806],"genre_scores_gemma":[0.00009125976,0.839002,0.0013232034,0.0031917358,0.001213852,0.14822684,0.005929972,0.00023880962,0.0007823371],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97922105,0.00429086,0.007825771,0.003177435,0.0011361245,0.0043487656],"domain_scores_gemma":[0.9791768,0.00675655,0.006664825,0.0026204693,0.00030048314,0.0044808662],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.011145807,0.0015864639,0.0135483565,0.0015989842,0.009128257,0.00010233403,0.0010033102,0.0011663098,0.0011426165],"category_scores_gemma":[0.00023630007,0.0013131226,0.0040242854,0.0036238243,0.00023167462,0.00028417457,0.0005575364,0.0038467026,0.00012715027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000057824815,0.00020725671,0.0000832058,0.35760054,0.0057619507,0.0000010188782,0.00047602897,0.0000017150657,3.980984e-10,0.0032689043,0.009198732,0.6233428],"study_design_scores_gemma":[0.000632184,0.00045631686,0.00005922442,0.00095599005,0.08284355,0.000016665455,0.0010804362,0.00011721008,7.220675e-10,0.00010048812,0.91307163,0.0006662856],"about_ca_topic_score_codex":0.0014301239,"about_ca_topic_score_gemma":0.00080833206,"teacher_disagreement_score":0.9038729,"about_ca_system_score_codex":0.0045398553,"about_ca_system_score_gemma":0.016892187,"threshold_uncertainty_score":0.99977046},"labels":[],"label_agreement":null},{"id":"W4288048593","doi":"10.2196/39532","title":"Wearables for Measuring Health Effects of Climate Change–Induced Weather Extremes: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scopus; CINAHL; Wearable computer; Climate change; MEDLINE; Grey literature; Systematic review; Applied psychology; Computer science; Psychology; Political science; Ecology","score_opus":0.21153503925541237,"score_gpt":0.4183499687443011,"score_spread":0.20681492948888872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288048593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65331876,0.285204,0.000072868905,0.035026226,0.0012127304,0.02321415,0.0002457856,0.00024569864,0.0014597493],"genre_scores_gemma":[0.501407,0.45099983,0.0008202548,0.041626293,0.00033717699,0.004576283,0.00005980508,0.000111339876,0.0000620057],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.996711,0.00032733148,0.0007615715,0.0005115863,0.0004696028,0.0012188983],"domain_scores_gemma":[0.9980602,0.00023870221,0.0006420293,0.00033305658,0.00001506681,0.0007109158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002226068,0.00024348174,0.0007283264,0.00009563771,0.0010866236,0.000011963864,0.00018708968,0.000050845298,0.000286964],"category_scores_gemma":[0.000070766175,0.00023196009,0.00007973392,0.00037061525,0.00005173841,0.0001689628,0.00024734333,0.00025603623,0.000010706764],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038980655,0.00064378674,0.016535167,0.46058297,0.000012908112,0.0000079326055,0.009880432,0.0000071659224,0.0003579456,0.0003085351,0.010040077,0.5012333],"study_design_scores_gemma":[0.025160052,0.037008043,0.42996648,0.43154567,0.0007447402,0.00043082843,0.0067539075,0.0024851558,0.0008439709,0.0030433466,0.056658167,0.005359643],"about_ca_topic_score_codex":0.0009269526,"about_ca_topic_score_gemma":0.0003925089,"teacher_disagreement_score":0.49587363,"about_ca_system_score_codex":0.00045227888,"about_ca_system_score_gemma":0.00019130293,"threshold_uncertainty_score":0.9459058},"labels":[],"label_agreement":null},{"id":"W4288057628","doi":"10.2196/39682","title":"mHealth Apps for Low Back Pain Self-management: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Self-management; Pain management; Computer science; Medicine; Psychology; Psychological intervention; Physical therapy; Artificial intelligence; Nursing","score_opus":0.034325501841599666,"score_gpt":0.3858034481108893,"score_spread":0.35147794626928963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288057628","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19795938,0.45532784,0.008035829,0.20585826,0.002947454,0.109094016,0.00026537222,0.0015820028,0.018929835],"genre_scores_gemma":[0.47475702,0.2559747,0.029420355,0.22224294,0.0011479995,0.011496711,0.0012955304,0.0002749392,0.0033898046],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970276,0.0005937426,0.0007751222,0.00053635443,0.00039675707,0.0006704251],"domain_scores_gemma":[0.9983223,0.00033435915,0.00028286592,0.0003797195,0.00006968522,0.00061105314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004623076,0.00021098886,0.00061278895,0.00017213258,0.0006847287,0.000011376779,0.00009423814,0.000058343016,0.00022626546],"category_scores_gemma":[0.00010216309,0.00018961063,0.00013554351,0.00042714164,0.000044330733,0.000061093786,0.00006763381,0.00033342035,0.00001894583],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025480273,0.00048981345,0.00094985496,0.89182246,0.000030160154,0.0000027567157,0.00054359826,0.0000039965994,0.000004152942,0.0024362977,0.02806328,0.0753988],"study_design_scores_gemma":[0.04206038,0.03324492,0.114246815,0.3340004,0.0014681834,0.00019898229,0.0063085677,0.014608569,0.000007916585,0.0060891085,0.44453347,0.0032326917],"about_ca_topic_score_codex":0.00003278498,"about_ca_topic_score_gemma":0.000010237474,"teacher_disagreement_score":0.5578221,"about_ca_system_score_codex":0.00030235137,"about_ca_system_score_gemma":0.0005745224,"threshold_uncertainty_score":0.7732097},"labels":[],"label_agreement":null},{"id":"W4288065638","doi":"10.2196/35896","title":"Retention, Fasting Patterns, and Weight Loss With an Intermittent Fasting App: Large-Scale, 52-Week Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dietary Effects on Health","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Medicine; Demographics; Intermittent fasting; Demography; Observational study; Proportional hazards model; Gerontology; Obesity; Internal medicine","score_opus":0.09153661582852009,"score_gpt":0.36863363874873717,"score_spread":0.2770970229202171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288065638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99073595,0.0004606279,0.0003739063,0.005149141,0.00026084395,0.0026202027,0.00011822812,0.00018571463,0.000095383104],"genre_scores_gemma":[0.9921465,0.00015793748,0.0013328281,0.004964425,0.0003677027,0.0004180473,0.0003570389,0.000065848,0.00018970747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959854,0.00056739186,0.00080726505,0.0008937831,0.0008178811,0.00092829415],"domain_scores_gemma":[0.99776304,0.0001816949,0.00042944023,0.00041491145,0.00015700392,0.0010539396],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021248928,0.00033755522,0.0006478174,0.0002481051,0.0012652619,0.000044361328,0.00012864952,0.00006338855,0.00008598141],"category_scores_gemma":[0.000048470676,0.00029225755,0.000041329855,0.00040936016,0.00006967902,0.00026620305,0.00019324654,0.00088889553,0.0000026377438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013072857,0.0017899876,0.95880073,0.0029215047,0.00003728688,0.00012895673,0.004082035,0.000011860526,0.000005869377,0.00008256808,0.00023690963,0.030594986],"study_design_scores_gemma":[0.0046247654,0.012235435,0.96899205,0.00022925704,0.0001258042,0.0003991424,0.0068847896,0.005170432,7.616268e-7,0.000032478903,0.0010599844,0.0002450783],"about_ca_topic_score_codex":0.00055480865,"about_ca_topic_score_gemma":0.0004940048,"teacher_disagreement_score":0.030349908,"about_ca_system_score_codex":0.00027399353,"about_ca_system_score_gemma":0.0006082037,"threshold_uncertainty_score":0.999953},"labels":[],"label_agreement":null},{"id":"W4288065773","doi":"10.2196/35722","title":"Digital Biomarker–Based Studies: Scoping Review of Systematic Reviews","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Systematic review; Psychological intervention; Medicine; International Classification of Functioning, Disability and Health; Randomized controlled trial; MEDLINE; mHealth; Digital health; Population; Cochrane Library; Physical therapy; Gerontology; Health care; Pathology; Psychiatry; Rehabilitation; Environmental health","score_opus":0.30519460977820256,"score_gpt":0.5553062686865768,"score_spread":0.2501116589083743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288065773","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041593043,0.91973263,0.00025589947,0.011362005,0.0010987468,0.059544504,0.00034419756,0.00022887671,0.003273817],"genre_scores_gemma":[0.051147167,0.72219646,0.0006873086,0.06762866,0.00027557556,0.1568107,0.0002897547,0.00010490739,0.0008594521],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9898256,0.0030425147,0.004490465,0.0006871993,0.00067914004,0.0012750638],"domain_scores_gemma":[0.99163216,0.002723915,0.0031766952,0.0010412094,0.00035032135,0.0010756787],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008732511,0.0003666136,0.0023431408,0.00031986347,0.0027808512,0.000007400634,0.0003707364,0.00011656369,0.00038338214],"category_scores_gemma":[0.001870249,0.00030706436,0.00017278589,0.0011561364,0.00013546912,0.00014099873,0.0002687423,0.00096580485,0.00008555917],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006466802,0.00012922664,0.0010225031,0.96613955,0.000011078007,0.0000012719879,0.0004209431,5.928997e-7,0.0000010376034,0.0009240877,0.022692159,0.00859288],"study_design_scores_gemma":[0.002205069,0.0007324228,0.0011428446,0.8854632,0.00023807971,0.000020902302,0.0031995263,0.00020799626,5.4505875e-7,0.00023038751,0.10609266,0.00046640364],"about_ca_topic_score_codex":0.000054920878,"about_ca_topic_score_gemma":0.00003177274,"teacher_disagreement_score":0.19753619,"about_ca_system_score_codex":0.0006423744,"about_ca_system_score_gemma":0.004302289,"threshold_uncertainty_score":0.99993813},"labels":[],"label_agreement":null},{"id":"W4288072841","doi":"10.2196/32757","title":"First-time Mothers’ Understanding and Use of a Pregnancy and Parenting Mobile App (The Baby Buddy App): Qualitative Study Using Appreciative Inquiry","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of the West of England; Newcastle University","keywords":"Thematic analysis; Focus group; Qualitative research; Psychological intervention; mHealth; Pregnancy; Psychology; Appreciative inquiry; Developmental psychology; Nursing; Intervention (counseling); Medicine; Medical education; Sociology","score_opus":0.2544781085507342,"score_gpt":0.4949432200709554,"score_spread":0.2404651115202212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288072841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771042,0.0053920336,0.0010549296,0.0011612345,0.00032006166,0.014475998,0.00025272308,0.00012965057,0.000109164896],"genre_scores_gemma":[0.98322964,0.0019946594,0.0007124183,0.0015188981,0.00016249501,0.01203769,0.000039547438,0.000075519434,0.00022911481],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99232215,0.0032994489,0.00163807,0.0008841961,0.0005558944,0.0013002467],"domain_scores_gemma":[0.9935178,0.0034020545,0.0015371154,0.00055248773,0.000146248,0.0008442805],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035254,0.0003879151,0.0008810961,0.00032002327,0.006840357,0.000030346826,0.00020214723,0.0001664719,0.00011264715],"category_scores_gemma":[0.00016345734,0.00033392635,0.000052653362,0.0007933187,0.0003713872,0.00026221125,0.00048629293,0.0013001187,0.0000043036357],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006952324,0.00091708556,0.049414933,0.008260796,0.00008911346,0.0000035342248,0.92153996,0.00015320363,0.000014697973,0.006401415,0.0021971338,0.010312896],"study_design_scores_gemma":[0.00420039,0.0019758055,0.02660129,0.00082984613,0.00019686253,0.000015923722,0.9434372,0.0066807386,6.2034053e-7,0.0023561907,0.013216921,0.00048816405],"about_ca_topic_score_codex":0.0024315035,"about_ca_topic_score_gemma":0.00045999177,"teacher_disagreement_score":0.02281364,"about_ca_system_score_codex":0.00072767783,"about_ca_system_score_gemma":0.0012565219,"threshold_uncertainty_score":0.99991125},"labels":[],"label_agreement":null},{"id":"W4289646369","doi":"10.2196/37868","title":"Using the Positive Peers Mobile App to Improve Clinical Outcomes for Young People With HIV: Prospective Observational Cohort Comparison","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; Health Resources and Services Administration; U.S. Department of Health and Human Services","keywords":"Medicine; Population; Observational study; Young adult; Viral load; Human immunodeficiency virus (HIV); mHealth; Cohort; Family medicine; Gerontology; Psychological intervention; Internal medicine; Psychiatry; Environmental health","score_opus":0.11139801443581626,"score_gpt":0.4885306874569601,"score_spread":0.37713267302114384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289646369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97847706,0.00012449645,0.0044644303,0.008840235,0.00013287684,0.0069667445,0.00047442544,0.000042250318,0.00047746082],"genre_scores_gemma":[0.9890695,0.000018077004,0.0024964118,0.0016886509,0.00018524134,0.0032219552,0.00022228285,0.000027070484,0.0030707673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777365,0.00019834182,0.00055234815,0.00041823927,0.0005288104,0.0005286021],"domain_scores_gemma":[0.998444,0.00035444193,0.00018540761,0.00023793167,0.00023147227,0.00054674904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012752295,0.00014948985,0.00048947334,0.00010302216,0.0010348012,0.000030990093,0.00011069336,0.00004244989,0.000060694874],"category_scores_gemma":[0.00015037204,0.00009998561,0.00013499995,0.00032493565,0.00009411861,0.00007428373,0.000092363814,0.0005605217,0.000003789789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014407149,0.00050087954,0.9747319,0.00021830681,0.00009635071,0.000001437578,0.0017499018,0.000028641134,0.000010046217,0.00071868283,0.019009693,0.0014934435],"study_design_scores_gemma":[0.0020732095,0.010781833,0.9708819,0.000037545044,0.00011197106,0.000029207853,0.0043838797,0.008257708,0.000004895527,0.00005096985,0.0032790136,0.000107876636],"about_ca_topic_score_codex":0.00088236266,"about_ca_topic_score_gemma":0.0005479653,"teacher_disagreement_score":0.015730679,"about_ca_system_score_codex":0.0003945299,"about_ca_system_score_gemma":0.00097567745,"threshold_uncertainty_score":0.79589593},"labels":[],"label_agreement":null},{"id":"W4292184276","doi":"10.2196/35261","title":"Mediators of Effects on Physical Activity and Sedentary Time in an Activity Tracker and Behavior Change Intervention for Adolescents: Secondary Analysis of a Cluster Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Department of Education and Training; Deakin University; National Health and Medical Research Council; National Heart Foundation of Australia","keywords":"Physical activity; Sedentary behavior; Activity tracker; Intervention (counseling); Randomized controlled trial; Cluster (spacecraft); Psychology; Behavior change; Actigraphy; Physical therapy; Physical medicine and rehabilitation; Medicine; Computer science; Social psychology; Circadian rhythm","score_opus":0.025150555154798377,"score_gpt":0.3703846192357615,"score_spread":0.34523406408096313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292184276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98734975,0.00010159025,0.0000043080204,0.00036549495,0.00011418493,0.011915047,0.00013027368,0.000015509371,0.000003825018],"genre_scores_gemma":[0.9960338,0.00003757286,0.000012724116,0.0002257667,0.00016851761,0.003438243,0.000056076267,0.00001994952,0.0000073882948],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99706525,0.0013758673,0.00044909408,0.0004454072,0.00036526177,0.0002991515],"domain_scores_gemma":[0.99781483,0.0010667503,0.00056449405,0.0001949448,0.000047765057,0.00031119617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014859596,0.00022850129,0.0026426753,0.00048561272,0.00010349153,0.0000079695255,0.000049713,0.000085430634,0.000012103119],"category_scores_gemma":[0.00009670205,0.00018852923,0.00035641214,0.00032273974,0.00013363361,0.00019464994,0.00007991045,0.00046670943,1.2016731e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.917101,0.028434912,0.022558378,0.004554597,0.00027891353,0.0000039805636,0.0010862834,6.6602433e-7,0.0004926362,0.000014998872,0.000008515536,0.025465095],"study_design_scores_gemma":[0.47319973,0.0044897646,0.5149678,0.00008606057,0.0022257587,9.789017e-7,0.000048082602,0.00471526,0.0001517829,0.000031804313,4.784211e-7,0.00008252871],"about_ca_topic_score_codex":0.00045453015,"about_ca_topic_score_gemma":0.00017739236,"teacher_disagreement_score":0.4924094,"about_ca_system_score_codex":0.00012842484,"about_ca_system_score_gemma":0.00010213977,"threshold_uncertainty_score":0.7687999},"labels":[],"label_agreement":null},{"id":"W4292378943","doi":"10.2196/39520","title":"The Use of Digital Health Tools for Health Promotion Among Women With and Without Chronic Diseases: Insights From the 2017-2020 Health Information National Trends Survey","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health promotion; Health Information National Trends Survey; Digital health; mHealth; Medicine; Health information; Environmental health; Gerontology; Public health; Psychology; Health care; Nursing; Political science; Psychological intervention","score_opus":0.11232329974510634,"score_gpt":0.4272231092440402,"score_spread":0.31489980949893387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292378943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7604597,0.012376124,0.00241289,0.16881713,0.0011284543,0.028608665,0.025732774,0.0003605344,0.000103717015],"genre_scores_gemma":[0.94034594,0.008022116,0.00029322167,0.020283183,0.0004858528,0.024341553,0.005943826,0.000075733406,0.00020855964],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99052024,0.0027652034,0.0027457175,0.00077738025,0.0011546004,0.0020368698],"domain_scores_gemma":[0.9891311,0.0037926645,0.0037089777,0.00077498215,0.0005215383,0.0020707182],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004391731,0.00047392308,0.0010511609,0.0002665053,0.01178603,0.00019706078,0.00042502,0.00014339271,0.00003490301],"category_scores_gemma":[0.0004975576,0.00031533153,0.00006864987,0.0010737091,0.00041333862,0.0013964828,0.00026307104,0.0012926587,0.000005254083],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046579563,0.00075800373,0.22532773,0.007976834,0.000121882586,3.2920224e-7,0.023132524,0.00018408461,2.9764627e-7,0.009485342,0.2278787,0.5004763],"study_design_scores_gemma":[0.0030402679,0.003467264,0.68764645,0.00018498162,0.000012511435,0.0000065111394,0.0030202263,0.001376189,2.6225678e-8,0.00061895757,0.30040646,0.00022014967],"about_ca_topic_score_codex":0.006983135,"about_ca_topic_score_gemma":0.010974866,"teacher_disagreement_score":0.5002562,"about_ca_system_score_codex":0.0030222575,"about_ca_system_score_gemma":0.018322917,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W4292403600","doi":"10.2196/41813","title":"Correction: Technical Guidance for Clinicians Interested in Partnering With Engineers in Mobile Health Development and Evaluation","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Computer science; Engineering management; Medical education; Engineering ethics; Medicine; Engineering; Nursing; Psychological intervention","score_opus":0.04984648500256609,"score_gpt":0.3764009192052715,"score_spread":0.3265544342027054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292403600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54243636,0.23024786,0.014693902,0.008352246,0.16118522,0.035460092,0.00034061578,0.0031015747,0.0041821534],"genre_scores_gemma":[0.9163887,0.028132234,0.01033728,0.0013217988,0.002393111,0.033558454,0.003492473,0.00047281332,0.0039031242],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978445,0.0000678653,0.0007900682,0.0004334885,0.00028334273,0.00058072625],"domain_scores_gemma":[0.99925214,0.000118399716,0.00012872838,0.0001704084,0.00003288687,0.0002974624],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014280402,0.00028827242,0.0005282111,0.0004411433,0.00010650641,0.000020645,0.00009463539,0.00028167106,0.000013240122],"category_scores_gemma":[0.000043349977,0.00028873014,0.000020688196,0.0004696425,0.000034236207,0.00006367774,0.000028776827,0.0011509806,5.368776e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016036897,0.00026201762,0.0011434285,0.027031148,0.000029710069,0.0000047292856,0.0062203305,0.012367315,0.0000018146783,0.00004454338,0.42567176,0.52706283],"study_design_scores_gemma":[0.0018632994,0.0012503008,0.08448757,0.0030438926,0.000027528591,0.000042713906,0.0011889323,0.1739054,0.0000018669737,0.000024472813,0.7334588,0.0007051913],"about_ca_topic_score_codex":0.00009851059,"about_ca_topic_score_gemma":0.0019789222,"teacher_disagreement_score":0.52635765,"about_ca_system_score_codex":0.00136465,"about_ca_system_score_gemma":0.0012220251,"threshold_uncertainty_score":0.9999565},"labels":[],"label_agreement":null},{"id":"W4292649993","doi":"10.2196/34734","title":"Wearables for Measuring the Physical Activity and Sedentary Behavior of Patients With Axial Spondyloarthritis: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Activity tracker; Medicine; Axial spondyloarthritis; Physical therapy; Wearable computer; Wearable technology; Physical activity; Sedentary behavior; Population; Sedentary lifestyle; Systematic review; Quality of life (healthcare); Physical medicine and rehabilitation; MEDLINE; Disease; Internal medicine; Computer science","score_opus":0.07368199387885736,"score_gpt":0.38225047503454584,"score_spread":0.30856848115568847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292649993","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022269804,0.9628385,5.5511174e-7,0.000093805145,0.00010016712,0.013965923,0.00068777526,0.000021260397,0.000022266355],"genre_scores_gemma":[0.0026441417,0.9909383,0.000028385466,0.0001629202,0.000096404685,0.0058163824,0.00021569309,0.0000578981,0.00003987799],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99763197,0.0003115588,0.000627736,0.00048797217,0.00049584213,0.00044491893],"domain_scores_gemma":[0.99807185,0.00039409904,0.0007828303,0.00040553178,0.00007706657,0.00026862934],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045132672,0.00043453375,0.0034455832,0.000092022005,0.00050992705,0.000013888938,0.00009507049,0.000080976344,0.000013521798],"category_scores_gemma":[0.00006477863,0.00024604896,0.00026588797,0.00022004913,0.00012990099,0.00005541674,0.00009288404,0.00039045923,8.133103e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014485505,0.0005253179,0.00025004387,0.7758005,0.00015145601,0.000009806903,0.00009282068,2.2343547e-9,6.874696e-9,0.000014152737,0.00006461041,0.22294638],"study_design_scores_gemma":[0.006960101,0.005886149,0.008605314,0.84393764,0.029313684,0.0003370532,0.00020907054,0.0000015758374,1.7912039e-7,0.00000795671,0.10416921,0.00057207973],"about_ca_topic_score_codex":0.000097778895,"about_ca_topic_score_gemma":0.000039069895,"teacher_disagreement_score":0.22237429,"about_ca_system_score_codex":0.00017677176,"about_ca_system_score_gemma":0.0004215623,"threshold_uncertainty_score":0.99999917},"labels":[],"label_agreement":null},{"id":"W4292748666","doi":"10.2196/37234","title":"Behavior Change Techniques in Digital Health Interventions for Midlife Women: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Psychological intervention; Behavior change methods; Behavior change; Systematic review; Psychology; mHealth; Clinical psychology; Intervention (counseling); Medicine; MEDLINE; Social psychology; Psychiatry","score_opus":0.3108636476277411,"score_gpt":0.5725210215737203,"score_spread":0.2616573739459792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292748666","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000037197108,0.8494171,0.000041904004,0.0019449794,0.00067041564,0.14449245,0.002855512,0.00039533188,0.00017861149],"genre_scores_gemma":[0.0000025681793,0.53181136,0.00014992879,0.010813042,0.00034890824,0.45464018,0.001649371,0.0001541634,0.00043049015],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9826303,0.0025497687,0.008868416,0.0016718234,0.0006705445,0.003609148],"domain_scores_gemma":[0.98665094,0.0026338613,0.006135575,0.0016135996,0.00019689495,0.0027691536],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00931331,0.0011472605,0.009253618,0.0014096422,0.0027331435,0.00004380861,0.0008553418,0.0007904708,0.00040733462],"category_scores_gemma":[0.00096439593,0.0010151218,0.0008987433,0.0017436348,0.0001199788,0.00033611245,0.00042272592,0.0034733857,0.000107104606],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000013170301,0.00029691978,0.000017753875,0.611242,0.00001450905,0.0000020347484,0.00041455863,1.0310806e-9,2.6683628e-10,0.00083313795,0.0056076883,0.3815582],"study_design_scores_gemma":[0.00037378905,0.0005016385,0.000020489837,0.41144747,0.00038246636,0.00002420262,0.00042683008,7.8909886e-7,3.526802e-10,0.00007330454,0.5863987,0.00035029656],"about_ca_topic_score_codex":0.0003831335,"about_ca_topic_score_gemma":0.0002985584,"teacher_disagreement_score":0.58079106,"about_ca_system_score_codex":0.0055298433,"about_ca_system_score_gemma":0.009166467,"threshold_uncertainty_score":0.9992299},"labels":[],"label_agreement":null},{"id":"W4292995158","doi":"10.2196/38709","title":"Electronic Health Diary Campaigns to Complement Longitudinal Assessments in Persons With Multiple Sclerosis: Nested Observational Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerische Multiple Sklerose Gesellschaft; Multiple Sclerosis Society","keywords":"Observational study; Medicine; Quality of life (healthcare); Family medicine; Psychology; Gerontology; Demography; Nursing","score_opus":0.3292431520953249,"score_gpt":0.46784958262379184,"score_spread":0.13860643052846694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292995158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97715825,0.0005754073,0.0000654596,0.01556889,0.000063709536,0.0062772757,0.00018255672,0.00007765882,0.000030789386],"genre_scores_gemma":[0.9908869,0.00029809144,0.00070122356,0.004254443,0.00009588382,0.0034003109,0.0002460871,0.00004518716,0.000071826995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946265,0.0008462455,0.0007331507,0.00083819224,0.0013651467,0.0015907639],"domain_scores_gemma":[0.99793106,0.000323755,0.00022563373,0.00040044065,0.000109972185,0.001009107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002612838,0.00031718088,0.00079594995,0.00048267219,0.001287074,0.00003353864,0.0001767565,0.00003040326,0.00015105576],"category_scores_gemma":[0.000083978965,0.00027889924,0.000047206664,0.0011314778,0.000056794906,0.000099887766,0.00030389323,0.00093247485,0.0000047432936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015648976,0.0026058354,0.98331064,0.0005652436,0.00007309148,0.000015544985,0.004713731,0.000099770405,0.000017339444,0.00005325223,0.0027017908,0.0042788396],"study_design_scores_gemma":[0.006505236,0.010572052,0.9657914,0.00013477476,0.000027832399,0.000017631715,0.014564649,0.00092422083,5.359832e-7,0.0000043430805,0.0012579118,0.00019938326],"about_ca_topic_score_codex":0.0073655252,"about_ca_topic_score_gemma":0.014358588,"teacher_disagreement_score":0.017519236,"about_ca_system_score_codex":0.002508115,"about_ca_system_score_gemma":0.002483916,"threshold_uncertainty_score":0.9999663},"labels":[],"label_agreement":null},{"id":"W4292996467","doi":"10.2196/39150","title":"The Effects of Objective Push-Type Sleep Feedback on Habitual Sleep Behavior and Momentary Symptoms in Daily Life: mHealth Intervention Trial Using a Health Care Internet of Things System","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Precursory Research for Embryonic Science and Technology; Japan Society for the Promotion of Science","keywords":"mHealth; Mood; Sleep (system call); Actigraphy; Intervention (counseling); Randomized controlled trial; Physical therapy; Anxiety; Psychology; Medicine; Clinical psychology; Physical medicine and rehabilitation; Psychiatry; Psychological intervention; Insomnia; Computer science","score_opus":0.018591928628322107,"score_gpt":0.3449627909614901,"score_spread":0.326370862333168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292996467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9728798,0.019259484,0.000019298215,0.0004017576,0.0034605768,0.003729365,0.000037249712,0.000048367594,0.00016407917],"genre_scores_gemma":[0.9981671,0.00042018716,0.00003180655,0.0007743253,0.00009306584,0.00037573295,0.000056058234,0.000047788948,0.000033921595],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9950126,0.0017837618,0.0013390094,0.0006405227,0.0004527182,0.00077142665],"domain_scores_gemma":[0.99747074,0.0005227779,0.0011308905,0.00038529423,0.00008077117,0.0004095332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014121229,0.00031788263,0.0007879537,0.0004561182,0.0005556555,0.00002047526,0.00024558834,0.00019676784,0.000020581401],"category_scores_gemma":[0.000056526373,0.0002655422,0.00012021049,0.0005860663,0.00020918505,0.00009912771,0.00016673625,0.0009810881,0.0000019324846],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.16684307,0.008181475,0.084986635,0.027177619,0.0012457417,0.00008026581,0.36286545,0.00014868022,0.000049668328,0.009899857,0.0027848396,0.3357367],"study_design_scores_gemma":[0.22454983,0.09666409,0.34122646,0.0030954676,0.0012838234,0.0001966768,0.32739738,0.003350412,0.000041253115,0.00016898641,0.00072658004,0.00129904],"about_ca_topic_score_codex":0.012372371,"about_ca_topic_score_gemma":0.00031538776,"teacher_disagreement_score":0.33443764,"about_ca_system_score_codex":0.0008513879,"about_ca_system_score_gemma":0.00044321865,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W4293047600","doi":"10.2196/31744","title":"Health Care Workers’ Need for Headspace: Findings From a Multisite Definitive Randomized Controlled Trial of an Unguided Digital Mindfulness-Based Self-help App to Reduce Healthcare Worker Stress","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Psychological intervention; Randomized controlled trial; Burnout; Anxiety; Perceived Stress Scale; Health care; Worry; Mental health; Guided imagery; Digital health; Medicine; eHealth; Scale (ratio); General Health Questionnaire; Clinical psychology; mHealth; Psychology; Psychiatry; Stress (linguistics)","score_opus":0.03742726325069669,"score_gpt":0.3920371398727465,"score_spread":0.35460987662204985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293047600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9473906,0.0021088726,0.006668182,0.014371208,0.0025042873,0.020641366,0.00590785,0.00021556081,0.00019203215],"genre_scores_gemma":[0.9337531,0.000002971537,0.00088235276,0.0023277653,0.0003347699,0.061066855,0.0011963219,0.00009341121,0.00034245534],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9916779,0.0025528513,0.0025099912,0.0012393765,0.00072217005,0.0012977063],"domain_scores_gemma":[0.99383545,0.002063808,0.0014948926,0.00078361976,0.00039350142,0.001428714],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021156827,0.0005883597,0.0032671804,0.0006779418,0.0013607359,0.00011430088,0.00044816526,0.00024256008,0.00071769307],"category_scores_gemma":[0.00022895513,0.00053402735,0.0007745235,0.0007142811,0.00013318578,0.00013791733,0.0001363151,0.00071351556,0.0000094266325],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9441733,0.002092026,0.00060899183,0.000649296,0.00024067979,0.000007473165,0.01194341,0.000043769505,2.8101738e-7,0.0046085813,0.009998643,0.02563355],"study_design_scores_gemma":[0.94806707,0.007229398,0.0018136766,0.000386134,0.00022752507,0.0000069654507,0.03812352,0.00047136747,0.00002728109,0.0008604615,0.0022540935,0.000532521],"about_ca_topic_score_codex":0.0046031587,"about_ca_topic_score_gemma":0.0008587028,"teacher_disagreement_score":0.04042549,"about_ca_system_score_codex":0.00052116276,"about_ca_system_score_gemma":0.0016187655,"threshold_uncertainty_score":0.9999394},"labels":[],"label_agreement":null},{"id":"W4293144733","doi":"10.2196/31996","title":"Effect of Face-to-Face and WhatsApp Communication of a Theory-Based Health Education Intervention on Breastfeeding Self-Efficacy (SeBF Intervention): Cluster Randomized Controlled Field Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Breastfeeding Practices and Influences","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breastfeeding; Medicine; Social cognitive theory; Randomized controlled trial; Psychological intervention; Intervention (counseling); Self-efficacy; Health education; Cluster randomised controlled trial; Family medicine; Nursing; Psychology; Pediatrics; Public health; Developmental psychology; Social psychology","score_opus":0.020905396791164366,"score_gpt":0.3927894512006323,"score_spread":0.3718840544094679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293144733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95406127,0.002863101,0.0005167852,0.033925205,0.0004004264,0.007925359,0.0000139384865,0.000048702273,0.00024519511],"genre_scores_gemma":[0.9956597,0.00042650997,0.00031518372,0.0024323175,0.00007644254,0.0009104405,0.00005627625,0.000018390165,0.000104720966],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9941432,0.0035568213,0.0013177997,0.00031762838,0.00038921388,0.00027536208],"domain_scores_gemma":[0.9940824,0.0036171784,0.0015632086,0.00031719994,0.00011337648,0.00030666293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011763983,0.00020939962,0.0014571524,0.00037885952,0.00031236152,0.000028747323,0.00012948335,0.000079812504,0.000064753505],"category_scores_gemma":[0.00080613,0.00016132188,0.0002865976,0.0002636046,0.00008151593,0.00013712533,0.00008659715,0.00046330478,0.000001040628],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.78787977,0.0016449963,0.00020477985,0.0037227056,0.000099042976,1.4442234e-7,0.0018737866,0.00002686593,0.000007957201,0.0010733068,0.0003266908,0.20313996],"study_design_scores_gemma":[0.9550172,0.032907233,0.0034721561,0.0023837383,0.0006268343,0.000031353422,0.0014345007,0.0031445778,0.000113008304,0.00016091114,0.00052939804,0.00017905138],"about_ca_topic_score_codex":0.00083509216,"about_ca_topic_score_gemma":0.000013688565,"teacher_disagreement_score":0.20296092,"about_ca_system_score_codex":0.0001563666,"about_ca_system_score_gemma":0.00042376682,"threshold_uncertainty_score":0.6578515},"labels":[],"label_agreement":null},{"id":"W4293161959","doi":"10.2196/38740","title":"Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER): Development of a Conceptual Framework","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eidgenössische Technische Hochschule Zürich; Nanyang Technological University; National Research Foundation Singapore; National Research Foundation","keywords":"Computer science; Conceptual framework; Conversation; Conceptual model; mHealth; Design science research; Health care; Dialog system; Knowledge management; Conceptual design; Process management; Human–computer interaction; Psychological intervention; Information system; World Wide Web; Engineering; Dialog box; Medicine; Psychology; Nursing","score_opus":0.12869400119236427,"score_gpt":0.4521455323274864,"score_spread":0.32345153113512215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293161959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875273,0.0013430604,0.007237702,0.001188341,0.0007204897,0.0011910223,0.0002234319,0.00006351497,0.00050511264],"genre_scores_gemma":[0.95913404,0.000008363111,0.03735281,0.0022526877,0.000053430333,0.00077385287,0.00017621841,0.000034452485,0.0002141692],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962562,0.0004916611,0.0012289658,0.00059101975,0.0005981458,0.00083401846],"domain_scores_gemma":[0.99814314,0.00035030706,0.00077512604,0.00022929211,0.000096977186,0.00040518283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019011822,0.00025165515,0.00038998236,0.0002333992,0.0011020424,0.00003004889,0.00015128753,0.00008286241,0.0011802021],"category_scores_gemma":[0.00005846133,0.00028092606,0.00006255711,0.00029661492,0.00023870832,0.00010187664,0.00026059366,0.00040819118,0.000019445471],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004389122,0.0038198284,0.14461128,0.00829609,0.0005348586,0.00006300192,0.17113875,0.00007780082,0.00015962965,0.24243751,0.013810438,0.41066167],"study_design_scores_gemma":[0.025602857,0.012952627,0.7542112,0.0020201183,0.00033950811,0.00029824485,0.11004747,0.0016391822,0.0013048181,0.016429756,0.07251211,0.0026421421],"about_ca_topic_score_codex":0.0003023434,"about_ca_topic_score_gemma":0.00006015707,"teacher_disagreement_score":0.6095999,"about_ca_system_score_codex":0.00057274615,"about_ca_system_score_gemma":0.001913093,"threshold_uncertainty_score":0.9999643},"labels":[],"label_agreement":null},{"id":"W4293794945","doi":"10.2196/40667","title":"Associations Between Depression Symptom Severity and Daily-Life Gait Characteristics Derived From Long-Term Acceleration Signals in Real-World Settings: Retrospective Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Health and Social Care; Medical Research Council; NIHR BioResource; Scottish Government; Chief Scientist Office, Scottish Government Health and Social Care Directorate; Innovative Medicines Initiative; King's Health Partners; National Institute for Health Research Applied Research Collaboration South London; South London and Maudsley NHS Foundation Trust; NIHR Maudsley Biomedical Research Centre; Health and Social Care Research and Development Division; Public Health Agency; Economic and Social Research Council; European Commission; NHS Blood and Transplant; National Institute for Health and Care Research; King's College London; Engineering and Physical Sciences Research Council; UK Research and Innovation; Wellcome Trust; University College London; British Heart Foundation; European Federation of Pharmaceutical Industries and Associations; King's College Hospital NHS Foundation Trust","keywords":"Cadence; Gait; Depression (economics); Physical medicine and rehabilitation; Gait analysis; Physical therapy; Geriatric Depression Scale; Wearable computer; Ambulatory; Psychology; Medicine; Cognition; Computer science; Psychiatry; Depressive symptoms; Internal medicine","score_opus":0.06229303979911984,"score_gpt":0.41658954332072834,"score_spread":0.3542965035216085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293794945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99145097,0.00029741874,0.00011401426,0.0019455329,0.00034763583,0.00096019526,0.0042090793,0.00009588176,0.00057927077],"genre_scores_gemma":[0.9945877,0.000087663815,0.00008696419,0.0013648601,0.00018647082,0.00035694535,0.003062165,0.00003194148,0.00023524347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619114,0.00078283617,0.0011990262,0.00078170316,0.00038851626,0.0006567749],"domain_scores_gemma":[0.9976825,0.00038812516,0.0009278547,0.00033890185,0.000074487485,0.0005881425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095867936,0.00025304937,0.0007797709,0.0005974915,0.0008465238,0.0001012225,0.0001656393,0.00013069401,0.00044688414],"category_scores_gemma":[0.00007205647,0.00028995436,0.000098835066,0.0010888008,0.00006319106,0.000264297,0.00020122084,0.0006784199,0.000011695948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012086633,0.00038691604,0.9884508,0.0001223679,0.0001507263,0.000008175506,0.0020675862,0.0000018827294,0.000005738823,0.00014800392,0.0004115267,0.008125414],"study_design_scores_gemma":[0.00094202743,0.00027169927,0.99736965,0.000059147016,0.0002404896,0.0000014813353,0.00028051558,0.00012059841,0.000004723456,0.0004587774,0.000039422866,0.00021148506],"about_ca_topic_score_codex":0.0048430157,"about_ca_topic_score_gemma":0.0032582667,"teacher_disagreement_score":0.008918837,"about_ca_system_score_codex":0.0009806588,"about_ca_system_score_gemma":0.00020615454,"threshold_uncertainty_score":0.99995524},"labels":[],"label_agreement":null},{"id":"W4294990861","doi":"10.2196/37343","title":"Mobile Health Use by Older Individuals at Risk of Cardiovascular Disease and Type 2 Diabetes Mellitus in an Australian Cohort: Cross-sectional Survey Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cancer Council NSW; NSW Ministry of Health; University of New South Wales; Commonwealth Scientific and Industrial Research Organisation","keywords":"Medicine; Cohort; Type 2 Diabetes Mellitus; Type 2 diabetes; Diabetes mellitus; Gerontology; Disease; Cross-sectional study; Cohort study; Internal medicine; Pathology","score_opus":0.0897716429756268,"score_gpt":0.44743218233383303,"score_spread":0.35766053935820624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294990861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959184,0.018783871,0.0000052464143,0.00016968652,0.0004900142,0.016038302,0.0052256295,0.00009390469,0.0000093654335],"genre_scores_gemma":[0.95968145,0.015513408,0.000067596404,0.0013280623,0.0001239812,0.02116706,0.0017518754,0.00007876376,0.0002877862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98562986,0.0077031045,0.0023450553,0.001417229,0.0010327576,0.0018719867],"domain_scores_gemma":[0.99328595,0.0010176834,0.0012272568,0.0011780877,0.00028885202,0.0030021816],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012021197,0.00044171212,0.0012578118,0.00043032246,0.004043712,0.000034553195,0.00031223512,0.00021937424,0.00028308222],"category_scores_gemma":[0.00023086311,0.00045504203,0.00010061147,0.0010277189,0.00019186898,0.00028636123,0.00039252362,0.0016743188,0.000012363502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044398112,0.0011840884,0.9860565,0.0020915102,0.00009359859,0.0000017130808,0.0022213575,0.00029258477,6.188909e-7,0.000052938678,0.0031183627,0.004442759],"study_design_scores_gemma":[0.0028709983,0.002146359,0.9543925,0.00003585698,0.000079507554,0.0000015180149,0.0008929239,0.00016476052,2.0022821e-7,0.00006192434,0.03907633,0.0002771116],"about_ca_topic_score_codex":0.020299362,"about_ca_topic_score_gemma":0.002985881,"teacher_disagreement_score":0.035957966,"about_ca_system_score_codex":0.001048616,"about_ca_system_score_gemma":0.0029479347,"threshold_uncertainty_score":0.99979013},"labels":[],"label_agreement":null},{"id":"W4295078747","doi":"10.2196/33247","title":"mHealth Apps Using Behavior Change Techniques to Self-report Data: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eusko Jaurlaritza","keywords":"mHealth; Personalization; Psychological intervention; Behavior change methods; Behavior change; Systematic review; MEDLINE; Medicine; Computer science; Applied psychology; Psychology; Nursing; World Wide Web","score_opus":0.45530189727866743,"score_gpt":0.5947716829732691,"score_spread":0.13946978569460167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295078747","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045064935,0.8570511,0.00008886863,0.0013626431,0.0015174968,0.1361932,0.0021682612,0.001150831,0.00046309954],"genre_scores_gemma":[9.147411e-7,0.67339724,0.0025492627,0.021000234,0.0015472639,0.29718438,0.0037136034,0.000339098,0.0002679873],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9744258,0.006423363,0.00984355,0.003493862,0.0016213561,0.004192083],"domain_scores_gemma":[0.9776229,0.0019614873,0.007809432,0.006669776,0.00039236745,0.005544017],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0155829545,0.0017905574,0.010088748,0.001375469,0.0055767377,0.0000492069,0.0024572886,0.0013468886,0.0005414906],"category_scores_gemma":[0.00092079275,0.0015460346,0.00045300176,0.0030326634,0.00010717909,0.0004576102,0.0022182113,0.0055002384,0.00041537778],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000010547781,0.00026363423,0.000020938916,0.74380976,0.00004011353,0.000054976506,0.00022006131,5.484533e-9,5.3502047e-9,0.00034610985,0.013344282,0.24188957],"study_design_scores_gemma":[0.00020874817,0.00021467695,0.000014494064,0.2958254,0.004645187,0.00057477324,0.00012763943,0.000007646217,2.461915e-9,0.000011729395,0.6976905,0.00067922287],"about_ca_topic_score_codex":0.0027917002,"about_ca_topic_score_gemma":0.00030704954,"teacher_disagreement_score":0.6843462,"about_ca_system_score_codex":0.004277758,"about_ca_system_score_gemma":0.019336259,"threshold_uncertainty_score":0.9999496},"labels":[],"label_agreement":null},{"id":"W4295751217","doi":"10.2196/40576","title":"The Intersection of Persuasive System Design and Personalization in Mobile Health: Statistical Evaluation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Personalization; Persuasive technology; Psychology; Applied psychology; Persuasion; Mobile technology; Affect (linguistics); Computer science; Multimedia; Mobile device; Social psychology; World Wide Web; Psychological intervention","score_opus":0.07207719888254482,"score_gpt":0.39960207043228063,"score_spread":0.3275248715497358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295751217","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45131874,0.0018644764,0.54042214,0.0024453306,0.0007205812,0.003024269,0.000012909288,0.000094933755,0.00009661478],"genre_scores_gemma":[0.99623096,0.000085644766,0.0025432939,0.0002193885,0.000017109487,0.00087892584,0.000010572145,0.0000059564536,0.0000081629205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99768347,0.0010238762,0.00042360977,0.0002947517,0.00032419834,0.00025007923],"domain_scores_gemma":[0.9990046,0.00027011582,0.00035925893,0.00016454463,0.00014183289,0.000059618706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030078243,0.00008773049,0.00016476192,0.00019758505,0.0007019734,0.000028514592,0.00014131004,0.00003698543,0.0000058787355],"category_scores_gemma":[0.00005088138,0.000076975586,0.000009864628,0.00045064694,0.00008449379,0.00016849865,0.00009486694,0.00030105142,6.8467995e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003027092,0.00016756264,0.0015116489,0.0009873708,0.000014505881,0.000003189527,0.024970656,0.0005644691,0.000085482985,0.6237933,0.0011788369,0.34642026],"study_design_scores_gemma":[0.0013736245,0.0045381123,0.02980053,0.00010136382,0.000012115461,0.00017793918,0.028439702,0.9298305,0.00004201505,0.0044494495,0.0010609255,0.00017370774],"about_ca_topic_score_codex":0.00016902309,"about_ca_topic_score_gemma":0.0000554371,"teacher_disagreement_score":0.92926604,"about_ca_system_score_codex":0.0010368341,"about_ca_system_score_gemma":0.00054225215,"threshold_uncertainty_score":0.5399083},"labels":[],"label_agreement":null},{"id":"W4295872688","doi":"10.2196/41282","title":"Mental Health Mobile Apps in the French App Store: Assessment Study of Functionality and Quality","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; App store; Psychology; Population; Mobile apps; mHealth; Inter-rater reliability; Medicine; Psychiatry; Rating scale; Psychological intervention; Computer science; World Wide Web; Environmental health","score_opus":0.12391854248772559,"score_gpt":0.50853877642899,"score_spread":0.38462023394126443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295872688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864243,0.0022193675,0.000012168958,0.0048357686,0.0008312215,0.0035205681,0.0004925649,0.000035280413,0.0016287266],"genre_scores_gemma":[0.9948159,0.00004030728,0.000047088444,0.0023304312,0.000048944945,0.002311547,0.000109983936,0.000015778973,0.0002800464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99464494,0.0023700423,0.0012369797,0.0005518213,0.00061623944,0.0005799703],"domain_scores_gemma":[0.9984221,0.00023536706,0.00056741276,0.00044024028,0.000027166274,0.0003077256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044968654,0.0001874846,0.0004572377,0.00017520813,0.0007755758,0.00002162556,0.00021510916,0.000042732565,0.0002414524],"category_scores_gemma":[0.000007672737,0.00016106994,0.000049922895,0.000446064,0.00011868737,0.00009096492,0.00018140812,0.00061468047,0.0000035585167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008704147,0.03528163,0.6070115,0.0031447408,0.00009252051,0.000009639254,0.09781644,0.00001436617,0.0000013504196,0.044697456,0.024602698,0.18645726],"study_design_scores_gemma":[0.0023185282,0.007427293,0.9276354,0.000021498246,0.000007953411,0.000026254967,0.05296446,0.00001131942,6.968466e-8,0.0005677348,0.008911097,0.000108395805],"about_ca_topic_score_codex":0.015095952,"about_ca_topic_score_gemma":0.003473136,"teacher_disagreement_score":0.3206239,"about_ca_system_score_codex":0.00051295536,"about_ca_system_score_gemma":0.00034042908,"threshold_uncertainty_score":0.9914626},"labels":[],"label_agreement":null},{"id":"W4296717254","doi":"10.2196/37469","title":"Smartphone-Tracked Digital Markers of Momentary Subjective Stress in College Students: Idiographic Machine Learning Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiteit van Tilburg; Universiteit Gent; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Nomothetic and idiographic; Stress (linguistics); Psychology; Computer science; Applied psychology; Multimedia; Human–computer interaction; Artificial intelligence; Social psychology","score_opus":0.026220578369713605,"score_gpt":0.3902265154700834,"score_spread":0.3640059371003698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296717254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917488,0.0015848855,0.000009334955,0.0006520965,0.00046536053,0.000995541,0.0027730973,0.00005415032,0.0017166968],"genre_scores_gemma":[0.99766916,0.000072064206,0.000018251847,0.00031701016,0.000024013929,0.00047702712,0.00051517464,0.000031821302,0.00087549334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996408,0.00062668277,0.0010799302,0.0005931755,0.0005578694,0.0007343331],"domain_scores_gemma":[0.9985005,0.00021134123,0.0005202991,0.00030537092,0.00004167077,0.00042079182],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095666276,0.00023949947,0.0006300772,0.0014967553,0.0003789696,0.00003035458,0.00030152724,0.00006855854,0.0004898143],"category_scores_gemma":[0.000017874954,0.0002654764,0.00021423865,0.0028720181,0.0001308411,0.00021332467,0.00024076506,0.0007089911,0.00000817119],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019190601,0.0028119236,0.98548317,0.00052994373,0.00037185033,0.000043333606,0.0021398843,0.00005828004,7.5319883e-7,0.0007332797,0.00032889255,0.005579618],"study_design_scores_gemma":[0.0024551447,0.0029482895,0.9820259,0.00005369252,0.00013816153,0.000016299913,0.011147463,0.00012778543,0.0000020530715,0.0002995187,0.0005891465,0.00019652113],"about_ca_topic_score_codex":0.0039421804,"about_ca_topic_score_gemma":0.0020464796,"teacher_disagreement_score":0.009007579,"about_ca_system_score_codex":0.0004285983,"about_ca_system_score_gemma":0.00013169288,"threshold_uncertainty_score":0.99997973},"labels":[],"label_agreement":null},{"id":"W4296717979","doi":"10.2196/38368","title":"Mobile for Mothers mHealth Intervention to Augment Maternal Health Awareness and Behavior of Pregnant Women in Tribal Societies: Randomized Quasi-Controlled Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Intervention (counseling); Socioeconomic status; Health intervention; Environmental health; Gerontology; Psychological intervention; Nursing; Population","score_opus":0.053938026124941675,"score_gpt":0.465360294487286,"score_spread":0.4114222683623443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296717979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9211395,0.003834068,0.00081833656,0.0023584734,0.000768448,0.07037474,0.0005600951,0.000108622386,0.00003771509],"genre_scores_gemma":[0.7093721,0.0024152219,0.00039755506,0.0031625018,0.0001226295,0.28389218,0.0000728008,0.00006913771,0.00049588317],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9861651,0.0049061296,0.004402762,0.0011530498,0.0007423924,0.0026305798],"domain_scores_gemma":[0.99322754,0.001427829,0.0022941914,0.00062299956,0.00022364383,0.0022037842],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.019186446,0.0005102166,0.0031364958,0.0007641691,0.0028141846,0.000019955452,0.0003560532,0.0001945029,0.00017906706],"category_scores_gemma":[0.0002062647,0.0004649259,0.00021690907,0.0006865822,0.00014664806,0.00012034343,0.00030992003,0.0010513512,0.0000043545306],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.29615322,0.017648382,0.15522577,0.049998682,0.0001879998,0.000006640327,0.23337725,0.00020488328,0.000017964443,0.003976383,0.0058136545,0.23738919],"study_design_scores_gemma":[0.65065336,0.02666505,0.12972237,0.0010891682,0.00028292305,0.000014838095,0.17339376,0.0029095304,0.000002175231,0.0016764568,0.012777148,0.0008132379],"about_ca_topic_score_codex":0.006279016,"about_ca_topic_score_gemma":0.0010544355,"teacher_disagreement_score":0.35450014,"about_ca_system_score_codex":0.002673554,"about_ca_system_score_gemma":0.0045278477,"threshold_uncertainty_score":0.99978024},"labels":[],"label_agreement":null},{"id":"W4296720318","doi":"10.2196/41927","title":"Authorship Correction: Impact of a Mobile Application for Tracking Nausea and Vomiting During Pregnancy (NVP) on NVP Symptoms, Quality of Life, and Decisional Conflict Regarding NVP Treatments: MinSafeStart Randomized Controlled Trial","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Nausea; Vomiting; Quality of life (healthcare); Medicine; Pregnancy; mHealth; Psychology; Obstetrics; Gynecology; Psychological intervention; Internal medicine; Psychiatry; Nursing","score_opus":0.07065685760743366,"score_gpt":0.4385241019221506,"score_spread":0.3678672443147169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296720318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292424,0.0377454,0.0002468428,0.0005241898,0.004602277,0.026247054,0.0005912358,0.000089556,0.0007110689],"genre_scores_gemma":[0.96666807,0.017386056,0.000099868405,0.0001581307,0.0011898323,0.007873225,0.00086599914,0.000085435444,0.005673376],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9938936,0.0010800755,0.0027584732,0.0008481858,0.00078705436,0.0006325909],"domain_scores_gemma":[0.9903326,0.0043445956,0.0035469765,0.0004984876,0.0003077014,0.0009696237],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003849059,0.0005644753,0.004345761,0.00057827093,0.000523602,0.000029112747,0.0001090261,0.0005650226,0.00004562225],"category_scores_gemma":[0.004288661,0.00043098954,0.0006111926,0.0002726042,0.00024960423,0.00014380575,0.000050925937,0.0009701584,2.2386986e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96301746,0.0008095848,0.0022014207,0.009320732,0.0008727519,0.0000030769665,0.0023548533,0.0000069011835,0.000028986782,0.00011740106,0.0050930665,0.016173745],"study_design_scores_gemma":[0.95487356,0.0056480616,0.02803412,0.006841391,0.001340486,0.00007352241,0.00032011946,0.0011909539,0.000012796484,0.00011254326,0.0011817524,0.00037067218],"about_ca_topic_score_codex":0.00031370026,"about_ca_topic_score_gemma":0.000018954945,"teacher_disagreement_score":0.0374257,"about_ca_system_score_codex":0.00047686682,"about_ca_system_score_gemma":0.0028932975,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W4296720432","doi":"10.2196/38506","title":"Impact of an eHealth Smartphone App on Quality of Life and Clinical Outcome of Patients With Hand and Foot Eczema: Prospective Randomized Controlled Intervention Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dermatology and Skin Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Quality of life (healthcare); eHealth; Dermatology Life Quality Index; Clinical trial; mHealth; Psychological intervention; Health care; Surgery; Internal medicine; Disease; Nursing","score_opus":0.048132734736100906,"score_gpt":0.4539705691047198,"score_spread":0.40583783436861887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296720432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99293506,0.00096796744,0.000010182494,0.00016261693,0.00007368789,0.0056696394,0.00013683336,0.00001306638,0.000030951778],"genre_scores_gemma":[0.9993793,0.00011088419,0.000035278295,0.00018162826,0.00001928992,0.000204016,0.00004423304,0.000013491325,0.00001191282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99481374,0.0022409796,0.001946861,0.00036552033,0.00038750394,0.00024539023],"domain_scores_gemma":[0.9965221,0.00096107647,0.0015280037,0.00025654107,0.00019898287,0.0005332523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036482525,0.00019420018,0.002931181,0.00019680464,0.00018168586,0.000005093053,0.00004882317,0.00007017243,0.000023617453],"category_scores_gemma":[0.0006675458,0.0001243399,0.00020106856,0.00014569926,0.00045562617,0.000057852936,0.00005338024,0.00031702727,8.895633e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3836223,0.005757635,0.6076912,0.0012350561,0.00025261543,0.0000014649588,0.00074354274,6.821042e-7,2.2231343e-7,0.000034566085,0.000022775626,0.000637907],"study_design_scores_gemma":[0.32997236,0.012541247,0.6564548,0.000043480468,0.0002528868,0.000002720829,0.000566025,0.000048683425,3.8841713e-7,0.00006184941,4.5820053e-7,0.00005511553],"about_ca_topic_score_codex":0.0007320378,"about_ca_topic_score_gemma":0.00014613278,"teacher_disagreement_score":0.053649932,"about_ca_system_score_codex":0.00005604282,"about_ca_system_score_gemma":0.00044013755,"threshold_uncertainty_score":0.5070434},"labels":[],"label_agreement":null},{"id":"W4296788726","doi":"10.2196/35851","title":"Smartphone Apps for Patients With Hematologic Malignancies: Systematic Review and Evaluation of Content","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; App store; Android (operating system); mHealth; Smartphone application; World Wide Web; Multimedia; Computer science; Nursing; Psychological intervention","score_opus":0.2853776667575693,"score_gpt":0.5088427793568718,"score_spread":0.22346511259930252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296788726","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022913534,0.9074766,0.000024056988,0.00038834967,0.0002626361,0.09045637,0.000962144,0.00007422583,0.00012650236],"genre_scores_gemma":[0.000075701406,0.81433547,0.00022923964,0.0024006253,0.000054501634,0.18155235,0.0011466044,0.000089587105,0.000115911476],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888883,0.0033780574,0.004399679,0.001037846,0.0009722651,0.0013238367],"domain_scores_gemma":[0.98854107,0.0028758121,0.0055388934,0.0010085716,0.00095329946,0.0010823378],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008438177,0.0007069229,0.0059897644,0.00036596565,0.001680143,0.0000085772535,0.00031484265,0.00047754275,0.00018974485],"category_scores_gemma":[0.000978886,0.0004890997,0.00020641816,0.000698723,0.00014297073,0.000090122565,0.00015406503,0.0010836618,0.000015413934],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045354624,0.00018912906,0.00013605326,0.9337838,0.00005375879,1.7199085e-7,0.00017459116,2.9295826e-8,1.9721318e-9,0.0014342829,0.0020879735,0.06209485],"study_design_scores_gemma":[0.0030933511,0.0010717303,0.00039951925,0.43526122,0.01117397,0.000017695667,0.00048165678,0.00001307593,4.1811266e-9,0.00016886902,0.54782194,0.00049694936],"about_ca_topic_score_codex":0.0001247166,"about_ca_topic_score_gemma":0.000065075445,"teacher_disagreement_score":0.545734,"about_ca_system_score_codex":0.0009258541,"about_ca_system_score_gemma":0.00680942,"threshold_uncertainty_score":0.99975604},"labels":[],"label_agreement":null},{"id":"W4297458492","doi":"10.2196/30602","title":"The Effects of a Lifestyle Intervention Supported by the InterWalk Smartphone App on Increasing Physical Activity Among Persons With Type 2 Diabetes: Parallel-Group, Randomized Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center for Strategic Research; Vissing Fonden; Novo Nordisk Fonden; Novo Nordisk; Augustinus Fonden; Diabetesforeningen; Odense Universitetshospital; Danmarks Grundforskningsfond; Steno Diabetes Center Copenhagen; TrygFonden; Parker Institute for Cancer Immunotherapy; National Research Foundation; Strategiske Forskningsråd","keywords":"Type 2 diabetes; Randomized controlled trial; Physical activity; Intervention (counseling); mHealth; Gerontology; Smartphone app; Physical therapy; Psychology; Diabetes mellitus; Smartphone application; Medicine; Psychological intervention; Multimedia; Computer science; Internet privacy; Psychiatry","score_opus":0.02033386695594407,"score_gpt":0.3348710007282608,"score_spread":0.31453713377231673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297458492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992345,0.00035569683,0.00004160012,0.0031338881,0.0002463252,0.0036745989,0.000021003038,0.000054504988,0.00012738621],"genre_scores_gemma":[0.9979524,0.00020060314,0.000012007748,0.0006236263,0.0002507451,0.00076759374,0.00004562141,0.00002805551,0.00011935749],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9960527,0.0021617315,0.0003568065,0.0003577017,0.00051545125,0.00055562676],"domain_scores_gemma":[0.9952801,0.0034625563,0.00051726407,0.00033319741,0.000044873454,0.00036202293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020390735,0.00023219746,0.0009867311,0.00006875994,0.0009425753,0.000025159849,0.00013024596,0.0000575503,0.000009910027],"category_scores_gemma":[0.0003341893,0.00012500328,0.00019752722,0.00035147707,0.00042253762,0.000090885325,0.00008514779,0.0010273987,0.0000016469895],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96145564,0.006157492,0.0012214215,0.0021193216,0.00019039109,0.0000050190724,0.0027390805,0.0000014936907,0.00041797894,0.00027253092,0.002706331,0.022713283],"study_design_scores_gemma":[0.88314486,0.04772365,0.05827947,0.00073991553,0.0008317311,0.000025594432,0.0013315445,0.004968491,0.00043077837,0.00039335332,0.0017421144,0.0003884926],"about_ca_topic_score_codex":0.0011188673,"about_ca_topic_score_gemma":0.000089259185,"teacher_disagreement_score":0.078310795,"about_ca_system_score_codex":0.00019077884,"about_ca_system_score_gemma":0.00030952707,"threshold_uncertainty_score":0.72496223},"labels":[],"label_agreement":null},{"id":"W4297458988","doi":"10.2196/40500","title":"The Indirect Effects of a Mindfulness Mobile App on Productivity Through Changes in Sleep Among Retail Employees: Secondary Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Presenteeism; Insomnia; Psychological intervention; Absenteeism; Coaching; Productivity; Sleep disorder; Intervention (counseling); Psychology; Medicine; Physical therapy; Clinical psychology; Psychiatry; Social psychology","score_opus":0.0209631668458616,"score_gpt":0.3284028555098585,"score_spread":0.3074396886639969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297458988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98858064,0.0056609106,0.000011192408,0.0010454874,0.00073159824,0.0016446613,0.000029049994,0.000054004624,0.0022424746],"genre_scores_gemma":[0.9963554,0.00016423926,0.0000051395455,0.00044348018,0.00006280675,0.0025418785,0.000028383505,0.000026621641,0.00037203],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968963,0.0011050039,0.00042302927,0.000612123,0.00030764838,0.0006558401],"domain_scores_gemma":[0.9983055,0.00059574546,0.00037154902,0.00055221544,0.000027399281,0.00014756399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010962549,0.00021757072,0.00054945564,0.0003943783,0.0006603445,0.000012535297,0.00022442416,0.00014491023,0.00021740941],"category_scores_gemma":[0.00003883694,0.00016436726,0.00009935872,0.001789066,0.00021138394,0.000054346358,0.00008154758,0.0009019976,0.0000062873246],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032464943,0.005062122,0.25255415,0.0023620215,0.0022767826,0.00008176666,0.077666245,0.0004953375,0.000008405154,0.0025208143,0.004684852,0.649041],"study_design_scores_gemma":[0.006458369,0.006665738,0.94740945,0.00008267872,0.0012206539,0.00001621411,0.020575011,0.00017099414,0.00049695186,0.0017343848,0.014493795,0.00067575806],"about_ca_topic_score_codex":0.0016335527,"about_ca_topic_score_gemma":0.0026766509,"teacher_disagreement_score":0.69485533,"about_ca_system_score_codex":0.00011484972,"about_ca_system_score_gemma":0.00013609348,"threshold_uncertainty_score":0.6702702},"labels":[],"label_agreement":null},{"id":"W4297461929","doi":"10.2196/38903","title":"Testing the Pragmatic Effectiveness of a Consumer-Based Mindfulness Mobile App in the Workplace: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Presenteeism; Psychological intervention; Mental health; Mindfulness; mHealth; Absenteeism; Medicine; Coaching; Anxiety; Intervention (counseling); Physical therapy; Psychology; Clinical psychology; Psychiatry","score_opus":0.04185048474447302,"score_gpt":0.3861353902535736,"score_spread":0.34428490550910057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297461929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783817,0.0015078908,0.0021104624,0.0008048548,0.0010182217,0.014781671,0.000038619863,0.00002936964,0.0013272049],"genre_scores_gemma":[0.8447763,6.6432875e-7,0.000012101009,0.00031442146,0.000051481144,0.1547368,0.000010616454,0.000013659317,0.000083983134],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9839872,0.013687194,0.0011755273,0.0003261592,0.0003860734,0.00043782452],"domain_scores_gemma":[0.98187727,0.01670014,0.0008142662,0.00044460574,0.00006432772,0.00009938584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014436934,0.0001989472,0.0012779813,0.00019557531,0.0007101561,0.000028362623,0.0003554974,0.00006725883,0.0010953626],"category_scores_gemma":[0.0004210423,0.00010698121,0.00026755195,0.0006581014,0.0002247361,0.000023924978,0.000056668345,0.00061849074,0.00000486077],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9604463,0.0016916399,0.00029115987,0.00090161746,0.00007360561,0.000007854321,0.0018349986,0.00017221166,9.2257926e-7,0.02282832,0.0013268188,0.0104245255],"study_design_scores_gemma":[0.9847629,0.0011769903,0.0022446166,0.00018889393,0.00018293501,0.000024419242,0.0051068948,0.0017388919,0.000005161082,0.0036947143,0.00073494855,0.00013863384],"about_ca_topic_score_codex":0.00048361722,"about_ca_topic_score_gemma":0.000026173873,"teacher_disagreement_score":0.13995513,"about_ca_system_score_codex":0.000063002095,"about_ca_system_score_gemma":0.00041890997,"threshold_uncertainty_score":0.9998178},"labels":[],"label_agreement":null},{"id":"W4297838049","doi":"10.2196/39085","title":"Measurement Properties of Smartphone Approaches to Assess Physical Activity in Healthy Young People: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Paul Ramsay Foundation","keywords":"CINAHL; Cochrane Library; MEDLINE; Systematic review; Medicine; Psychological intervention; Meta-analysis; Reliability (semiconductor); Physical therapy; Data extraction; Gerontology; Internal medicine; Nursing","score_opus":0.6111201758921315,"score_gpt":0.44322728773852776,"score_spread":0.16789288815360376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297838049","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004724994,0.97705615,0.000009556542,0.002471888,0.00016091447,0.015325022,0.00004975755,0.000060660313,0.0001410476],"genre_scores_gemma":[0.071649976,0.92232424,0.000025057581,0.0007015344,0.00019772322,0.0049716565,0.000026375455,0.000082426835,0.000021022424],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99256366,0.0020730114,0.0017208824,0.0010217923,0.0015572588,0.0010634122],"domain_scores_gemma":[0.996196,0.00020652925,0.001398804,0.00090992206,0.00009473755,0.0011940376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035591745,0.0007368115,0.0097821215,0.00045009368,0.00026656088,0.000018101036,0.0002798968,0.00021694382,0.000009040602],"category_scores_gemma":[0.00036124422,0.0005347969,0.00046797382,0.0015310575,0.00007629295,0.00013282149,0.00020971126,0.0018401626,0.000013432307],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027449057,0.00329535,0.00001551402,0.9340989,0.00006996081,0.0000040353702,0.0007153655,1.1271046e-7,6.352884e-7,0.00012468439,0.00008823135,0.0613127],"study_design_scores_gemma":[0.000973523,0.0036671043,0.00077620224,0.9766742,0.0029322018,0.00014212684,0.00018975034,0.000043300137,0.0000015647181,0.000015086419,0.013958402,0.0006265226],"about_ca_topic_score_codex":0.00084328174,"about_ca_topic_score_gemma":0.00050395896,"teacher_disagreement_score":0.06692498,"about_ca_system_score_codex":0.002025185,"about_ca_system_score_gemma":0.0056236573,"threshold_uncertainty_score":0.9997104},"labels":[],"label_agreement":null},{"id":"W4297838283","doi":"10.2196/35628","title":"Long-term Effects of the Use of a Step Count–Specific Smartphone App on Physical Activity and Weight Loss: Randomized Controlled Clinical Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Physical activity; Randomized controlled trial; Physical therapy; Medicine; Smartphone app; Intervention (counseling); mHealth; Obesity; Psychological intervention; Computer science; Surgery; World Wide Web; Internal medicine","score_opus":0.09943385639234167,"score_gpt":0.4615162699303568,"score_spread":0.3620824135380152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297838283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96032405,0.0014600467,0.00013924403,0.0036486986,0.002110653,0.031986885,0.00015127852,0.00006635734,0.00011276916],"genre_scores_gemma":[0.9637326,0.009102843,0.0000883481,0.003053027,0.0007850993,0.022823889,0.000026292746,0.00005118785,0.000336714],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9852393,0.009392639,0.0026253897,0.0007989358,0.000861716,0.0010819741],"domain_scores_gemma":[0.9763101,0.01840097,0.0031010725,0.0009780304,0.00020836618,0.0010014758],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0059395027,0.00041021325,0.0034371058,0.00021964338,0.0020647869,0.000010466911,0.00030116513,0.00029006824,0.00006547114],"category_scores_gemma":[0.00092334975,0.00027198307,0.00045230365,0.000522771,0.0006941077,0.00009947273,0.00029940653,0.0022316417,0.000007521775],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91498834,0.0034361216,0.017841335,0.008064685,0.00009617091,0.0000033629558,0.0012055421,0.0000038418457,0.000016189735,0.0078030927,0.007236785,0.03930454],"study_design_scores_gemma":[0.8029385,0.0024695168,0.17653371,0.0003495676,0.00028363685,0.000004742862,0.000080579,0.0005779129,0.0000062286445,0.00023650826,0.016284501,0.00023454765],"about_ca_topic_score_codex":0.0003645807,"about_ca_topic_score_gemma":0.00009698753,"teacher_disagreement_score":0.15869237,"about_ca_system_score_codex":0.0002668766,"about_ca_system_score_gemma":0.0025768366,"threshold_uncertainty_score":0.99997324},"labels":[],"label_agreement":null},{"id":"W4301392656","doi":"10.2196/41689","title":"Effectiveness of Mental Health Apps for Distress During COVID-19 in US Unemployed and Essential Workers: Remote Pragmatic Randomized Clinical Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Mental health; Anxiety; Distress; Patient Health Questionnaire; Randomized controlled trial; mHealth; Psychiatry; Mental distress; Medicine; Clinical psychology; Depression (economics); Psychology; Psychological intervention; Depressive symptoms","score_opus":0.06894842647585686,"score_gpt":0.4963756439273081,"score_spread":0.42742721745145124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301392656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97818255,0.0020795462,0.00048504854,0.004431066,0.0022309227,0.011672853,0.0007661039,0.00006495648,0.00008692268],"genre_scores_gemma":[0.99650365,0.00015640628,0.00028150476,0.0006070391,0.00009787223,0.0018731134,0.0003136866,0.0000447135,0.000122024925],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98928785,0.0062830434,0.0024422433,0.00078520924,0.00033442787,0.0008672214],"domain_scores_gemma":[0.99435824,0.003165741,0.0011341198,0.00034479905,0.000028754992,0.0009683212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011294405,0.0002762509,0.0015214308,0.00032025427,0.00071040005,0.0000280654,0.00019101964,0.00012094697,0.000058239522],"category_scores_gemma":[0.00046894074,0.0002758977,0.0002497179,0.00036364177,0.0003597843,0.000101382924,0.00018868744,0.0005155274,0.0000017895806],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94467884,0.0027891363,0.007328769,0.018909855,0.00010991967,0.000011215148,0.002646798,0.000011483684,0.0000015378082,0.0043656025,0.00070707384,0.018439772],"study_design_scores_gemma":[0.92889833,0.006823334,0.05515687,0.00081257,0.000074961485,0.00008702503,0.0021585396,0.00036585325,0.000002807358,0.0044758525,0.0007988108,0.00034505606],"about_ca_topic_score_codex":0.0035464694,"about_ca_topic_score_gemma":0.00038004972,"teacher_disagreement_score":0.047828104,"about_ca_system_score_codex":0.00069815345,"about_ca_system_score_gemma":0.0008195809,"threshold_uncertainty_score":0.9999693},"labels":[],"label_agreement":null},{"id":"W4305072114","doi":"10.2196/43412","title":"Correction: Smartphone Apps for Patients With Hematologic Malignancies: Systematic Review and Evaluation of Content","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hematologic Neoplasms; Smartphone application; Medicine; mHealth; Content (measure theory); Computer science; Medical physics; Multimedia; Cancer; Internal medicine; Psychological intervention; Psychiatry","score_opus":0.12073631953159443,"score_gpt":0.4408360862663531,"score_spread":0.3200997667347587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4305072114","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012844764,0.6679888,0.00023545779,0.011372985,0.038388662,0.25787047,0.0041095195,0.00047552172,0.0067138574],"genre_scores_gemma":[0.017891213,0.38831776,0.000664592,0.033161424,0.0010808267,0.5005881,0.0111732,0.00041098188,0.046711896],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906289,0.0022495103,0.003401164,0.0010917959,0.0012717848,0.0013568692],"domain_scores_gemma":[0.98948514,0.0015066358,0.0047449116,0.0009952625,0.0021896132,0.001078433],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006808541,0.00064151664,0.003169879,0.00035455692,0.0023124635,0.000010877167,0.00027855058,0.0006682088,0.00033722576],"category_scores_gemma":[0.0012120071,0.00049921894,0.00011994543,0.00061062735,0.00016843715,0.00010586538,0.0001439142,0.0018948595,0.000012327367],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013802144,0.00017447694,0.0011118837,0.57781154,0.00003261384,1.5855258e-7,0.0002975056,2.1261995e-7,3.0030616e-8,0.00043459673,0.41942555,0.000573398],"study_design_scores_gemma":[0.01844523,0.007442234,0.0681851,0.42868474,0.015777715,0.00006491755,0.0062557724,0.0009908072,2.6452483e-7,0.0009537248,0.45112047,0.0020790345],"about_ca_topic_score_codex":0.00039484908,"about_ca_topic_score_gemma":0.00035423186,"teacher_disagreement_score":0.279671,"about_ca_system_score_codex":0.0010802232,"about_ca_system_score_gemma":0.0075877076,"threshold_uncertainty_score":0.99974597},"labels":[],"label_agreement":null},{"id":"W4306248069","doi":"10.2196/36696","title":"Health-Related Indicators Measured Using Earable Devices: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Reconstructive Facial Surgery Techniques","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Iran Telecommunication Research Center","keywords":"Medicine; Disease; Wearable computer; Disease prevention; Systematic review; Health care; MEDLINE; Wearable technology; Body position; Telemedicine; Computer science; Physical medicine and rehabilitation; Pathology; Environmental health; Embedded system","score_opus":0.14819499458959945,"score_gpt":0.4394562346815907,"score_spread":0.2912612400919912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306248069","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000049818278,0.9835095,0.000007768006,0.0002773928,0.0003870275,0.014759434,0.000111225956,0.00037154843,0.0005263306],"genre_scores_gemma":[0.000017283191,0.9944928,0.00030432214,0.0029228528,0.000085243504,0.0015497132,0.00030521082,0.00016935127,0.00015322119],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9898754,0.0027811057,0.0041795494,0.0010477857,0.00094354793,0.0011726398],"domain_scores_gemma":[0.9927494,0.00040724283,0.0042944737,0.000995212,0.00008976998,0.0014638954],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005469368,0.0008637157,0.010504378,0.0011780806,0.0007300222,0.00003487021,0.0002901824,0.00049835886,0.00048193548],"category_scores_gemma":[0.00043589706,0.00068839954,0.0006990299,0.002299212,0.00015425566,0.00012218232,0.00013448727,0.0019430757,0.00002790536],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000088969,0.000063348045,0.000069781,0.76033854,0.00014093192,0.000021716412,0.000048658916,6.0332432e-9,3.695599e-9,0.00006155256,0.0005346246,0.23871191],"study_design_scores_gemma":[0.00015825922,0.000256433,0.00003403903,0.5464708,0.0025179253,0.0012758097,0.00002804291,0.0000021001806,9.936887e-9,0.000016103542,0.4489162,0.00032427616],"about_ca_topic_score_codex":0.00045887384,"about_ca_topic_score_gemma":0.000012918401,"teacher_disagreement_score":0.44838157,"about_ca_system_score_codex":0.0023626913,"about_ca_system_score_gemma":0.008222955,"threshold_uncertainty_score":0.9995567},"labels":[],"label_agreement":null},{"id":"W4306830706","doi":"10.2196/41658","title":"Outcomes of a Comprehensive Mobile Smoking Cessation Program With Nicotine Replacement Therapy in Adult Smokers: Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Nicotine replacement therapy; Abstinence; Medicine; Randomized controlled trial; Guideline; Quitline; Physical therapy; Psychiatry; Internal medicine","score_opus":0.05336994517899769,"score_gpt":0.38952432985749263,"score_spread":0.33615438467849496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306830706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806136,0.0002931244,0.000012861782,0.00089863915,0.00023738238,0.017772,0.000009551755,0.000072453775,0.000090369926],"genre_scores_gemma":[0.98582894,0.00053171517,0.00011139778,0.00093218335,0.000056603243,0.012350916,0.00011101045,0.000024170457,0.00005309588],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969187,0.0006632528,0.00103438,0.00034946325,0.00068863,0.00034561544],"domain_scores_gemma":[0.9982596,0.00037720363,0.0007669423,0.0002480339,0.00018970958,0.00015850157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015122641,0.00021231182,0.0016058843,0.00029557775,0.00019275607,0.000014082564,0.00005918198,0.000054561628,0.00009165719],"category_scores_gemma":[0.000047240374,0.00014485052,0.000119109434,0.00033665332,0.00009302511,0.000057746176,0.00002477845,0.0003834287,8.9688925e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.83097464,0.0019344155,0.15904355,0.00027311596,0.000087234184,0.0000026047692,0.0015225939,0.000023302458,0.000010045001,0.00011970646,0.00003253851,0.0059762406],"study_design_scores_gemma":[0.85231507,0.015748303,0.12928374,0.00006656127,0.00019433953,0.000009213349,0.0019517308,0.00020342217,0.000017094822,0.000020093275,0.00008359083,0.00010686849],"about_ca_topic_score_codex":0.0007695975,"about_ca_topic_score_gemma":0.000027436587,"teacher_disagreement_score":0.029759819,"about_ca_system_score_codex":0.0002296829,"about_ca_system_score_gemma":0.00043972878,"threshold_uncertainty_score":0.5906833},"labels":[],"label_agreement":null},{"id":"W4307877758","doi":"10.2196/28082","title":"Validity of Chatbot Use for Mental Health Assessment: Experimental Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Chatbot; Discriminant validity; Psychology; Convergent validity; Mental health; Alcohol Use Disorders Identification Test; Clinical psychology; Distress; Digital health; Developmental psychology; Applied psychology; Psychometrics; Psychiatry; Medicine; Health care; Poison control; Injury prevention; Artificial intelligence; Computer science","score_opus":0.21548203881084727,"score_gpt":0.5353842889419838,"score_spread":0.3199022501311365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307877758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848858,0.0008029518,0.00008462039,0.0035231546,0.0025056198,0.0055429838,0.0019452175,0.000092557864,0.0006170858],"genre_scores_gemma":[0.9934719,0.000016645172,0.0005292611,0.0019056211,0.00009079673,0.0027753504,0.00026197653,0.00005274117,0.0008956973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958908,0.00085536466,0.0012101313,0.0006632904,0.00047934876,0.00090108765],"domain_scores_gemma":[0.99792576,0.00020095811,0.0007282233,0.00045739682,0.00004387337,0.00064377405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017534245,0.00025914874,0.00058999413,0.00025017594,0.0011971064,0.000034863253,0.0002406562,0.00004775165,0.0004431533],"category_scores_gemma":[0.000011217176,0.00028262756,0.00014023794,0.00028997866,0.00009445916,0.00021604894,0.00023855496,0.0003573475,0.0000071197537],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008308837,0.15927453,0.2986948,0.007234816,0.0004397907,0.000034384524,0.09483068,0.00001124514,0.00007068841,0.14387329,0.18430571,0.10292125],"study_design_scores_gemma":[0.017013988,0.11285184,0.72596824,0.00012874496,0.00007553981,0.00015754714,0.074430555,0.00021924188,0.000050300154,0.0011222032,0.067157395,0.0008243784],"about_ca_topic_score_codex":0.0013644393,"about_ca_topic_score_gemma":0.000107985026,"teacher_disagreement_score":0.42727348,"about_ca_system_score_codex":0.0008032189,"about_ca_system_score_gemma":0.00046857283,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W4308131155","doi":"10.2196/25879","title":"Digital Coaching Using Smart Inhaler Technology to Improve Asthma Management in Patients With Asthma in Italy: Community-Based Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"AstraZeneca","keywords":"Medicine; Inhaler; Asthma; Formoterol; Budesonide; Budesonide/formoterol; Maintenance therapy; Physical therapy; Emergency medicine; Internal medicine","score_opus":0.02428405049529606,"score_gpt":0.338624721742993,"score_spread":0.31434067124769693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308131155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99619293,0.000094204566,0.000030067476,0.00045517908,0.00007715361,0.002819722,0.000049446648,0.000053619246,0.00022765737],"genre_scores_gemma":[0.9968033,0.0000013501219,0.00022890882,0.0025193875,0.000020976984,0.000301699,0.00006165748,0.000035023266,0.00002769194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786735,0.00030969005,0.00046170363,0.0003374967,0.00040102334,0.00062273437],"domain_scores_gemma":[0.9989728,0.00004248008,0.0001379423,0.00038829862,0.00003730408,0.00042122233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060341647,0.00021697345,0.000425141,0.0009613061,0.000456645,0.000022730583,0.00012532597,0.000053190037,0.000008853082],"category_scores_gemma":[0.00001951247,0.00019021763,0.000025771787,0.000941814,0.000049093687,0.00011278992,0.00025698976,0.00083886593,0.0000022976885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014316945,0.0044384077,0.9553447,0.00059745996,0.000012474905,0.00006946668,0.00094284327,0.00011528664,0.0000011820401,0.000017617716,0.000026795964,0.037002087],"study_design_scores_gemma":[0.0070534013,0.0065096375,0.9725493,0.00011312851,0.000017599501,0.0000050800813,0.011267037,0.00015562832,8.680618e-7,0.000006771923,0.0021396067,0.00018194434],"about_ca_topic_score_codex":0.00017981249,"about_ca_topic_score_gemma":0.00013008826,"teacher_disagreement_score":0.036820143,"about_ca_system_score_codex":0.000514963,"about_ca_system_score_gemma":0.00030904065,"threshold_uncertainty_score":0.775685},"labels":[],"label_agreement":null},{"id":"W4308479471","doi":"10.2196/38951","title":"The Effects of an Exposure-Based Mobile App on Symptoms of Posttraumatic Stress Disorder in Veterans: Pilot Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mental health; Posttraumatic stress; Social support; Checklist; mHealth; Mobile apps; Clinical psychology; Psychology; Medicine; Psychiatry; Psychological intervention; Psychotherapist","score_opus":0.0260202919633409,"score_gpt":0.3899349536710625,"score_spread":0.36391466170772163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308479471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800753,0.0024462335,0.000011930376,0.00035798858,0.0016697379,0.0148290135,0.000118681215,0.000032746884,0.0004583845],"genre_scores_gemma":[0.984172,0.00003006169,0.000012264078,0.00043011227,0.00003957452,0.015103882,0.000042400014,0.000028484663,0.00014121943],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99365973,0.0033255604,0.0017411294,0.00033835325,0.0004056743,0.0005295592],"domain_scores_gemma":[0.9942047,0.004195484,0.00087934994,0.00044648335,0.00003845844,0.00023552823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002603154,0.00021579023,0.0013324063,0.0002555199,0.0002869767,0.000015817663,0.00024971925,0.000056898025,0.000067771165],"category_scores_gemma":[0.00014561476,0.00015265118,0.00022227911,0.00026613494,0.00020570663,0.000056841538,0.00003331845,0.000358302,0.0000027261754],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95593464,0.007911577,0.00020054265,0.002322529,0.000059035567,0.000004052711,0.0018020339,0.00004667899,0.000002858196,0.004168828,0.000030259851,0.027516972],"study_design_scores_gemma":[0.93794334,0.057234924,0.002559227,0.0002824299,0.0000626124,0.0000025365496,0.00094959297,0.00026566174,0.000012630128,0.00051154586,0.00005759731,0.00011789564],"about_ca_topic_score_codex":0.0009645219,"about_ca_topic_score_gemma":0.00022344514,"teacher_disagreement_score":0.049323346,"about_ca_system_score_codex":0.000115402116,"about_ca_system_score_gemma":0.00022085632,"threshold_uncertainty_score":0.62249345},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4308527782","doi":"10.2196/43829","title":"Correction: Frequent Mobile Electronic Medical Records Users Respond More Quickly to Emergency Department Consultation Requests: Retrospective Quantitative Study","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Medical record; Medical emergency; Computer science; Health records; Mobile device; Retrospective cohort study; Medicine; Internet privacy; World Wide Web; Health care; Nursing; Political science","score_opus":0.058765889878394616,"score_gpt":0.48321938697038713,"score_spread":0.42445349709199254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308527782","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5175174,0.038113687,0.0003024205,0.024771778,0.3142174,0.07622569,0.0021057993,0.0018713303,0.02487452],"genre_scores_gemma":[0.19805022,0.123046115,0.00040172684,0.019474678,0.017009526,0.118052594,0.00724611,0.0015569807,0.51516205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.972969,0.010381167,0.0051298463,0.0030370434,0.0035891694,0.004893784],"domain_scores_gemma":[0.9882247,0.0019440837,0.003427204,0.0015936735,0.0012994192,0.0035109147],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.012182118,0.0013986654,0.0029196804,0.0013958422,0.0050374507,0.000041218253,0.0009318974,0.0018200009,0.0053071124],"category_scores_gemma":[0.003362568,0.0014009378,0.00024450105,0.0027645524,0.00017062789,0.0002992945,0.0004840005,0.013677654,0.00035744382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0021509577,0.0009621368,0.016891945,0.0040671937,0.00021447042,0.00006939388,0.03523269,0.0000051758425,6.3988233e-7,0.0011974785,0.93590367,0.0033042387],"study_design_scores_gemma":[0.0032324821,0.02255023,0.07288133,0.0012286586,0.00024769251,0.00005193289,0.053538863,0.00033306942,1.8086149e-7,0.00027368744,0.84449345,0.0011684455],"about_ca_topic_score_codex":0.019966807,"about_ca_topic_score_gemma":0.076335214,"teacher_disagreement_score":0.49028754,"about_ca_system_score_codex":0.022799533,"about_ca_system_score_gemma":0.039881527,"threshold_uncertainty_score":0.9998764},"labels":[],"label_agreement":null},{"id":"W4308678784","doi":"10.2196/37579","title":"Text Message Reminders to Improve Immunization Appointment Attendance in Alberta, Canada: The Childhood Immunization Reminder Project Pilot Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health; University of Lethbridge; Ottawa Hospital; Alberta Health Services; University of Calgary; University of Alberta","funders":"University of Alberta; Public Health Agency; Public Health Agency of Canada; Alberta Health Services","keywords":"Medicine; Attendance; Short Message Service; Intervention (counseling); Text message; Immunization; Family medicine; Nursing; Computer science","score_opus":0.03065183396175595,"score_gpt":0.3336089695142289,"score_spread":0.30295713555247294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308678784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969123,0.00035818736,0.000023391005,0.024218759,0.00040081487,0.0039512105,0.000010178406,0.000026448977,0.0018879886],"genre_scores_gemma":[0.9944116,0.00021455843,0.000022057875,0.003707323,0.00012042587,0.00052610197,0.000026036269,0.00002233238,0.0009495868],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99708,0.0008309439,0.00048417578,0.0004105593,0.00057766977,0.0006166184],"domain_scores_gemma":[0.99896467,0.00018140166,0.00023393593,0.0003627121,0.00006867679,0.00018858105],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016226269,0.00016808407,0.0002521469,0.00014111114,0.0023319088,0.00005296834,0.00033939356,0.000030338913,0.00009224461],"category_scores_gemma":[0.0001332472,0.00014699507,0.000017514605,0.0010633031,0.000016268206,0.00014443048,0.00015438041,0.00044133232,0.0000034059449],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010000556,0.004241165,0.383996,0.00039192167,0.000074152194,0.000032146905,0.48095217,0.00043266834,0.000041662202,0.008874488,0.027796483,0.09216706],"study_design_scores_gemma":[0.0013092143,0.0016894966,0.9088596,0.000024845249,0.000022861066,0.0000028950412,0.07247196,0.000057157453,0.0000028225406,0.00013060916,0.015187476,0.00024107657],"about_ca_topic_score_codex":0.87795323,"about_ca_topic_score_gemma":0.95283073,"teacher_disagreement_score":0.52486354,"about_ca_system_score_codex":0.0012857838,"about_ca_system_score_gemma":0.004496474,"threshold_uncertainty_score":0.99896693},"labels":[],"label_agreement":null},{"id":"W4308769631","doi":"10.2196/40718","title":"Shortening the Time Interval for the Referral of Patients With Soft Tissue Sarcoma to Expert Centers Using Mobile Health: Retrospective Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Referral; Medicine; Sarcoma; Soft tissue sarcoma; Multidisciplinary approach; Retrospective cohort study; Interval (graph theory); Telemedicine; Health care; Expert system; Family medicine; Medical physics; Medical emergency; Computer science; Artificial intelligence; Surgery; Pathology","score_opus":0.08524521698994907,"score_gpt":0.4611852396755429,"score_spread":0.37594002268559384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308769631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.936499,0.0014617599,0.0019011745,0.009363375,0.000804892,0.04901607,0.0007646881,0.000119266246,0.00006977622],"genre_scores_gemma":[0.9316779,0.00012804061,0.0009011176,0.015466756,0.0003358176,0.051083796,0.00010921149,0.000088882814,0.00020847595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937655,0.001416297,0.0016159712,0.00079160946,0.0007671188,0.001643538],"domain_scores_gemma":[0.9957293,0.0008832984,0.0011357558,0.0009094109,0.00038014376,0.000962068],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0033660533,0.00036037355,0.00084354245,0.00021653862,0.0077935536,0.00001621376,0.00056213693,0.000090645495,0.0002007218],"category_scores_gemma":[0.00007676015,0.00022890762,0.000073368516,0.0007938787,0.00013771199,0.00009903143,0.0004011904,0.0012208959,0.000008918633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011309543,0.004609435,0.549697,0.004579121,0.0002071961,0.0000024590004,0.118119515,0.0006045022,0.000026429412,0.0022305576,0.07213151,0.23648274],"study_design_scores_gemma":[0.0074895807,0.021655079,0.62222296,0.00026093645,0.00013037129,0.000007814889,0.055511516,0.0030112502,0.000001541163,0.00012740055,0.2890517,0.00052984647],"about_ca_topic_score_codex":0.00363302,"about_ca_topic_score_gemma":0.0007790118,"teacher_disagreement_score":0.2359529,"about_ca_system_score_codex":0.0012603757,"about_ca_system_score_gemma":0.0022552558,"threshold_uncertainty_score":0.99349815},"labels":[],"label_agreement":null},{"id":"W4308900564","doi":"10.2196/37624","title":"The Management Perspective in Digital Health Literature: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; eHealth; Health technology; Health care; Systematic review; Perspective (graphical); mHealth; Telehealth; Telemedicine; Knowledge management; Management science; Medicine; Data science; Computer science; MEDLINE; Political science; Engineering","score_opus":0.09341452564002413,"score_gpt":0.4935653639833841,"score_spread":0.40015083834335996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308900564","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.217332e-7,0.967827,0.0000020851319,0.0033554388,0.0014912387,0.014327839,0.00055951776,0.00009663086,0.012339904],"genre_scores_gemma":[0.000015505158,0.98099303,0.000015583642,0.0030579402,0.000094746356,0.010864945,0.0003646555,0.00010635587,0.0044872453],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920635,0.0014764523,0.0032831777,0.001123249,0.00057604496,0.0014775416],"domain_scores_gemma":[0.99530107,0.0007411498,0.0019360732,0.0012327743,0.000050288916,0.0007386694],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029763135,0.000712059,0.0033002484,0.0004930965,0.00082303665,0.00026651137,0.00075814646,0.00018056249,0.00010153403],"category_scores_gemma":[0.00008935386,0.000488265,0.0005769539,0.0016303717,0.00011978212,0.00019554952,0.0003404827,0.0016358277,0.0002479462],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011251524,0.00023989487,2.829334e-7,0.618351,0.000088121844,0.000038295155,0.00043475855,2.2414697e-9,1.4229343e-12,0.051321235,0.0044384724,0.32507673],"study_design_scores_gemma":[0.00021221495,0.00043055162,0.000007966071,0.4424723,0.00027277548,0.00026519073,0.0009956453,1.3581162e-7,3.7439062e-11,0.000910031,0.5542092,0.00022398708],"about_ca_topic_score_codex":0.00012583373,"about_ca_topic_score_gemma":0.0000666805,"teacher_disagreement_score":0.5497707,"about_ca_system_score_codex":0.002917421,"about_ca_system_score_gemma":0.0006932898,"threshold_uncertainty_score":0.9997569},"labels":[],"label_agreement":null},{"id":"W4309220813","doi":"10.2196/40797","title":"Trends in Smart Helmets With Multimodal Sensing for Health and Safety: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"IoT and GPS-based Vehicle Safety Systems","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Advanced Institute of Science and Technology; Khalifa University of Science, Technology and Research; National Research Foundation of Korea; National Research Foundation","keywords":"Internet of Things; Computer science; Quality (philosophy); The Internet; Key (lock); Web of science; Systematic review; World Wide Web; Computer security; MEDLINE; Medicine; Meta-analysis","score_opus":0.03441005943275085,"score_gpt":0.3496488935888027,"score_spread":0.31523883415605186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309220813","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46056435,0.4758259,0.0048262537,0.04031701,0.0018740098,0.013714178,0.00045752147,0.0011036019,0.0013171817],"genre_scores_gemma":[0.9629235,0.025723962,0.002255123,0.008033575,0.00023448493,0.00038596452,0.00021413753,0.00012070477,0.000108491804],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99779654,0.0001882289,0.00067676563,0.00037431993,0.00020631732,0.00075784576],"domain_scores_gemma":[0.9990378,0.00012153265,0.00014492135,0.00019982843,0.000022551501,0.00047333623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012680065,0.0002377552,0.0006702263,0.00028983335,0.00051668345,0.000018075705,0.00006253703,0.000047946687,0.000010897979],"category_scores_gemma":[0.000009469423,0.00023015864,0.000038130416,0.00049436034,0.000030598992,0.00009118398,0.000034537712,0.000361146,6.6948536e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008368,0.00008504491,0.0044986946,0.13684359,0.000029387902,0.000019057055,0.0035245824,0.001225872,0.000009378122,0.00017922104,0.003993705,0.84875464],"study_design_scores_gemma":[0.046424065,0.016013462,0.114730656,0.18345551,0.0002886624,0.0019975118,0.0061939154,0.4526472,0.000038425685,0.00022660033,0.17195758,0.006026391],"about_ca_topic_score_codex":0.00035429207,"about_ca_topic_score_gemma":0.0007342058,"teacher_disagreement_score":0.84272826,"about_ca_system_score_codex":0.0003130074,"about_ca_system_score_gemma":0.00036954883,"threshold_uncertainty_score":0.93855965},"labels":[],"label_agreement":null},{"id":"W4309364027","doi":"10.2196/41455","title":"Examining the Use of Mobile Technology to Deliver Tailored Sexual Assault Prevention in a Classroom Environment in the Military: Development and Usability Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sexual Assault and Victimization Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Department of Defense","keywords":"Usability; Staffing; Intervention (counseling); Medical education; Medicine; Nursing; Computer science","score_opus":0.12831441862018228,"score_gpt":0.39541480087556014,"score_spread":0.26710038225537786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309364027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950482,0.00045795707,0.000026429023,0.0024303163,0.00004053569,0.001961528,0.0000048519823,0.000011582043,0.000018596216],"genre_scores_gemma":[0.9980253,0.00014350654,0.00033756954,0.0003443863,0.000013544554,0.0010661782,0.0000035159303,0.000004014113,0.000061996405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764997,0.0009772467,0.00040616796,0.00028139047,0.00040315813,0.00028208233],"domain_scores_gemma":[0.9993941,0.00027754882,0.00009612777,0.00014793438,0.000023078646,0.000061202474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030163946,0.000086823704,0.00019292762,0.000138947,0.00083254656,0.000010459694,0.000134749,0.000044733715,0.000014760497],"category_scores_gemma":[0.00008589337,0.0000612948,0.000006336732,0.00055341446,0.00014654481,0.00007098395,0.00016475571,0.0002476936,5.5501044e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007686217,0.0005988215,0.6708116,0.000036029443,0.000006212587,0.0000010880227,0.2580157,0.00046091693,0.0000016831673,0.00010088102,0.00015476889,0.06973544],"study_design_scores_gemma":[0.00036711755,0.0006637556,0.61961144,0.0000036467998,0.000005199434,3.818842e-7,0.36639613,0.000093174094,2.724439e-7,0.000056263143,0.012752361,0.000050228322],"about_ca_topic_score_codex":0.0042267707,"about_ca_topic_score_gemma":0.01918979,"teacher_disagreement_score":0.108380444,"about_ca_system_score_codex":0.00023346367,"about_ca_system_score_gemma":0.0001777158,"threshold_uncertainty_score":0.9987074},"labels":[],"label_agreement":null},{"id":"W4309656725","doi":"10.2196/41800","title":"Efficacy of the Mental Health App “Intellect” to Improve Body Image and Self-compassion in Young Adults: A Randomized Controlled Trial With a 4-Week Follow-up","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Psychological intervention; Self-compassion; Intervention (counseling); Mental health; Psychology; Medicine; Physical therapy; Clinical psychology; Mindfulness; Psychiatry","score_opus":0.01287132643803893,"score_gpt":0.33570695744863555,"score_spread":0.3228356310105966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309656725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785393,0.0008791933,0.000020810434,0.0039328476,0.0009960823,0.01514892,0.000050490533,0.000056179575,0.00037616413],"genre_scores_gemma":[0.9950637,0.00013703038,0.00017175947,0.0010746589,0.000065325745,0.0030598172,0.000019909177,0.000035622375,0.0003721301],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99537265,0.0017807491,0.0011383566,0.0005981525,0.00041431596,0.00069579395],"domain_scores_gemma":[0.9980322,0.00047835195,0.00073377666,0.00034894198,0.000040606417,0.0003660898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023301605,0.00028862178,0.0015735619,0.00024179947,0.0006377086,0.000024861563,0.00019126163,0.00007122694,0.00010275843],"category_scores_gemma":[0.000087632485,0.00018157582,0.0001690977,0.00047364374,0.00012724265,0.000043180346,0.00012491902,0.0005512675,0.0000018196953],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9603055,0.0028406999,0.0027776386,0.00022515267,0.00005050217,0.0000022254924,0.028647834,7.8969157e-7,0.000019221017,0.00022170538,0.0019115196,0.002997219],"study_design_scores_gemma":[0.96804076,0.0080589475,0.017429477,0.00010059164,0.00008212245,0.000021792861,0.005650293,0.00019497969,0.0000015063283,0.000025776795,0.0002090491,0.00018472286],"about_ca_topic_score_codex":0.0049341377,"about_ca_topic_score_gemma":0.0010034309,"teacher_disagreement_score":0.022997541,"about_ca_system_score_codex":0.00019133829,"about_ca_system_score_gemma":0.0005504248,"threshold_uncertainty_score":0.7458973},"labels":[],"label_agreement":null},{"id":"W4309663818","doi":"10.2196/39819","title":"Effectiveness of Mobile Medical Apps in Ensuring Medication Safety Among Patients With Chronic Diseases: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Chinese Medical Association","keywords":"CINAHL; Meta-analysis; Systematic review; Medicine; MEDLINE; Inclusion and exclusion criteria; Psychological intervention; Family medicine; Alternative medicine; Nursing","score_opus":0.06961374125571439,"score_gpt":0.46319322038916955,"score_spread":0.39357947913345515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309663818","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000119468015,0.9525128,0.000051600404,0.00015874366,0.000092799775,0.045953274,0.00097598403,0.00007104613,0.000064279346],"genre_scores_gemma":[0.0010129918,0.86147374,0.000021099946,0.00057462754,0.000045796347,0.13493486,0.0018144394,0.00008545677,0.000036982692],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9802614,0.01038285,0.005320379,0.0013629531,0.001349708,0.0013227335],"domain_scores_gemma":[0.98556805,0.0062327385,0.0045456355,0.0013427297,0.00020380353,0.0021070288],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010223009,0.00080774573,0.012478862,0.001004822,0.0010686294,0.000008043039,0.00051288126,0.0006390352,0.0009834516],"category_scores_gemma":[0.0006088191,0.00054796215,0.00063461275,0.0025711819,0.00025952636,0.00013073573,0.0002952378,0.0023581833,0.000010597067],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046103985,0.00024375417,0.0017058598,0.98046273,0.003867709,0.0000019839513,0.00011059907,0.0000010014603,1.9361325e-10,0.00025285903,0.000054057276,0.013253332],"study_design_scores_gemma":[0.0023801073,0.0006933054,0.018561741,0.20611186,0.65104663,0.0000070535266,0.00013279186,0.000031111947,1.9442432e-9,0.000030264117,0.12022147,0.0007836776],"about_ca_topic_score_codex":0.0010130986,"about_ca_topic_score_gemma":0.00081052317,"teacher_disagreement_score":0.7743509,"about_ca_system_score_codex":0.0015027558,"about_ca_system_score_gemma":0.007579603,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W4310045652","doi":"10.2196/44532","title":"Correction: Digital Coaching Using Smart Inhaler Technology to Improve Asthma Management in Patients With Asthma in Italy: Community-Based Study","year":2022,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Asthma; Inhaler; Coaching; Asthma management; Digital health; Medicine; Physical therapy; Family medicine; Psychology; Health care; Internal medicine","score_opus":0.03953856264444494,"score_gpt":0.4061396620740246,"score_spread":0.36660109942957964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310045652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92088723,0.0006080801,0.00019758612,0.002931677,0.02090161,0.043467384,0.00073994324,0.00044221492,0.009824268],"genre_scores_gemma":[0.9167557,0.00033356476,0.0010009038,0.014605149,0.00093365717,0.05234866,0.0038429846,0.00047241987,0.009706971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9892919,0.0024956097,0.0027680653,0.0013823034,0.0010041461,0.0030579902],"domain_scores_gemma":[0.9944174,0.0006194848,0.0014693339,0.0016428259,0.00025974071,0.0015911735],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003729894,0.000919194,0.0017268272,0.0034334238,0.0036869594,0.000052808682,0.0006880104,0.0009645713,0.00009796197],"category_scores_gemma":[0.00016514421,0.00092416565,0.00007149871,0.003385274,0.000111297195,0.0002931323,0.000835153,0.011834086,0.00004460554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018881703,0.005952557,0.8220873,0.012394356,0.00004344284,0.000027017884,0.0044623674,0.00009452989,4.6309268e-8,0.00022906762,0.105937004,0.04688414],"study_design_scores_gemma":[0.00719785,0.00368439,0.56472725,0.0014260262,0.00004430611,0.0000034014918,0.014767718,0.0003544629,2.3026221e-8,0.000048690777,0.4070119,0.00073399366],"about_ca_topic_score_codex":0.0045867567,"about_ca_topic_score_gemma":0.008267533,"teacher_disagreement_score":0.3010749,"about_ca_system_score_codex":0.0044066478,"about_ca_system_score_gemma":0.0045067305,"threshold_uncertainty_score":0.9994153},"labels":[],"label_agreement":null},{"id":"W4310336441","doi":"10.2196/40391","title":"Wearable Activity Tracker Use and Physical Activity Among Informal Caregivers in the United States: Quantitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Southern Mississippi","keywords":"Activity tracker; Gerontology; Wearable computer; Population; Health care; Medicine; Logistic regression; Wearable technology; Psychology; Family medicine; Physical activity; Environmental health; Physical therapy","score_opus":0.11414270467118512,"score_gpt":0.40823707330597453,"score_spread":0.29409436863478944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310336441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944945,0.00003497161,0.000010020375,0.0032426077,0.000047947255,0.0019625984,0.000071196475,0.00004371036,0.00009242354],"genre_scores_gemma":[0.998238,0.00022525496,0.000014966559,0.0011569682,0.00005503393,0.00022003397,0.000026504824,0.000017295213,0.000045912766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973244,0.0008589266,0.00021247921,0.0004135268,0.00053849857,0.0006521508],"domain_scores_gemma":[0.99830794,0.0007342277,0.00019663766,0.00027791885,0.00005218346,0.0004311186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008890591,0.00022928778,0.0005922919,0.00023905122,0.0008692266,0.000049342158,0.00009641706,0.000051793042,0.000008577664],"category_scores_gemma":[0.00005755501,0.00017365148,0.0000455313,0.0008126996,0.00020722905,0.00061372656,0.00010958968,0.001500914,0.0000018276397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01564747,0.032742415,0.49960956,0.0033821997,0.00013659251,0.00020988437,0.41661328,0.00034259955,0.0000883693,0.0016934145,0.0012715638,0.02826265],"study_design_scores_gemma":[0.0029029353,0.0061519793,0.9473561,0.000032292355,0.00006187049,0.000017051014,0.034708492,0.007881957,0.0000055042724,0.00007718718,0.0006521085,0.00015250278],"about_ca_topic_score_codex":0.018785095,"about_ca_topic_score_gemma":0.0015045792,"teacher_disagreement_score":0.44774657,"about_ca_system_score_codex":0.00023169321,"about_ca_system_score_gemma":0.0004598006,"threshold_uncertainty_score":0.9877489},"labels":[],"label_agreement":null},{"id":"W4310778304","doi":"10.2196/39593","title":"Effectiveness of mHealth Interventions in the Control of Lifestyle and Cardiovascular Risk Factors in Patients After a Coronary Event: Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; CINAHL; Psychological intervention; Cochrane Library; Meta-analysis; Psychosocial; Systematic review; Randomized controlled trial; MEDLINE; Physical therapy; Gerontology; Nursing; Internal medicine; Psychiatry","score_opus":0.0770698629877796,"score_gpt":0.4169015359890646,"score_spread":0.33983167300128503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310778304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016840322,0.9635845,0.000009234796,0.00006513506,0.00005771376,0.018112596,0.0013115729,0.000008510533,0.000010410922],"genre_scores_gemma":[0.272037,0.7245493,0.000008369814,0.00030860896,0.000008222598,0.002840047,0.00021421743,0.00003055278,0.0000036841457],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98402107,0.01047885,0.0033433011,0.0007655204,0.00074440066,0.000646879],"domain_scores_gemma":[0.99458677,0.0020477574,0.0017558221,0.00089219795,0.00008176325,0.0006357096],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012805949,0.0005736011,0.013709328,0.00095536915,0.00014667773,0.000007733763,0.00014797616,0.00023005047,0.00003259387],"category_scores_gemma":[0.00033705033,0.0003547379,0.0028781747,0.0014571885,0.00012536012,0.00006565055,0.000098289944,0.0010712184,4.714101e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016158789,0.0004642609,0.023972921,0.9622709,0.00929019,0.000008328041,0.00036387824,5.565886e-7,3.2890024e-10,0.000010172155,0.0000042143533,0.0034529928],"study_design_scores_gemma":[0.0024109,0.0016620441,0.24902809,0.08438331,0.66033316,0.000048885464,0.0002482721,0.0000032162188,6.0628853e-9,0.0000076303995,0.0016196406,0.00025485645],"about_ca_topic_score_codex":0.002776519,"about_ca_topic_score_gemma":0.00018088584,"teacher_disagreement_score":0.8778876,"about_ca_system_score_codex":0.00040673852,"about_ca_system_score_gemma":0.0009640013,"threshold_uncertainty_score":0.99989045},"labels":[],"label_agreement":null},{"id":"W4310779131","doi":"10.2196/39881","title":"Mobile Health Apps for Patient-Centered Care: Review of United States Rheumatoid Arthritis Apps for Engagement and Activation","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of South Carolina; Furman University; Pfizer","keywords":"mHealth; Disease management; Medicine; Mobile apps; App store; eHealth; Health care; Internet privacy; Psychology; Health management system; Psychological intervention; World Wide Web; Computer science; Nursing; Alternative medicine","score_opus":0.04474471009150001,"score_gpt":0.3642918999611563,"score_spread":0.3195471898696563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310779131","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51271945,0.46998096,0.0003064533,0.0046294816,0.000113004826,0.011157881,0.0010114433,0.000057098234,0.000024238148],"genre_scores_gemma":[0.39066017,0.5992514,0.0006794017,0.0034562047,0.000014176114,0.004122504,0.001779172,0.000026358928,0.000010607711],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752223,0.00032909648,0.0007879028,0.00037520644,0.00038295434,0.0006025895],"domain_scores_gemma":[0.99837655,0.00022563788,0.00041645954,0.00023378596,0.0002427628,0.00050478795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011367945,0.00018783013,0.00066435325,0.00025078005,0.0007934125,0.00001603925,0.000065076754,0.00003539001,0.0000423712],"category_scores_gemma":[0.000098558965,0.00017909681,0.00007671369,0.00027498347,0.000082894665,0.00007776486,0.00007498627,0.0002593252,3.6497417e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017102709,0.00049628783,0.0007894625,0.060097873,0.00005964761,0.0000010955099,0.010468463,0.000004395633,0.000033426502,0.0012732384,0.019673057,0.90539277],"study_design_scores_gemma":[0.009493407,0.020536913,0.0006978156,0.008726572,0.0000077750265,0.000047503057,0.015388925,0.00041906172,0.00010596553,0.00047988966,0.94386476,0.00023139341],"about_ca_topic_score_codex":0.00030287795,"about_ca_topic_score_gemma":0.000023593811,"teacher_disagreement_score":0.9241917,"about_ca_system_score_codex":0.0002012956,"about_ca_system_score_gemma":0.0006600981,"threshold_uncertainty_score":0.7303356},"labels":[],"label_agreement":null},{"id":"W4310783223","doi":"10.2196/38649","title":"Preliminary Use and Outcome Data of a Digital Home Exercise Program for Back, Hip, and Knee Pain: Retrospective Observational Study With a Time Series and Matched Analysis","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical therapy; Medicine; Observational study; Retrospective cohort study; Post-hoc analysis; Physical medicine and rehabilitation; Knee pain; Surgery; Alternative medicine; Internal medicine; Osteoarthritis","score_opus":0.08886334283946883,"score_gpt":0.3806562231803616,"score_spread":0.29179288034089274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310783223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924769,0.00065666065,0.000037949496,0.002039469,0.000013375581,0.0043149907,0.00042152443,0.00003325511,0.0000058743076],"genre_scores_gemma":[0.99496937,0.00009690114,0.003372408,0.00016126737,0.000023763117,0.00047224358,0.0006866591,0.000019066903,0.00019831724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837905,0.00013842013,0.00043390624,0.00051734014,0.0002904491,0.00024080779],"domain_scores_gemma":[0.99872226,0.00032808856,0.00021537402,0.0003349046,0.00011983314,0.00027954575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011427044,0.00016902218,0.00063874526,0.00019326912,0.00026948823,0.00004810044,0.000048234346,0.00004452568,0.000012761042],"category_scores_gemma":[0.00014364709,0.0001296126,0.000032700496,0.00042464066,0.0001915177,0.0003689837,0.00014774964,0.00015806648,1.2160451e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004095311,0.0007573323,0.9787348,0.0045782076,0.00016143074,0.000002019809,0.0025944468,0.0000013457992,0.000004430549,0.000044203654,0.00013869208,0.008887784],"study_design_scores_gemma":[0.002475551,0.017795643,0.97198063,0.0000539894,0.00048878416,0.000009726598,0.0041212365,0.002707466,1.0218476e-7,0.0001404482,0.00010590439,0.00012053638],"about_ca_topic_score_codex":0.00009609579,"about_ca_topic_score_gemma":0.000030052232,"teacher_disagreement_score":0.017038312,"about_ca_system_score_codex":0.000053347263,"about_ca_system_score_gemma":0.00015361731,"threshold_uncertainty_score":0.52854484},"labels":[],"label_agreement":null},{"id":"W4311219606","doi":"10.2196/40271","title":"Assessing the Acceptability and Effectiveness of Mobile-Based Physical Activity Interventions for Midlife Women During Menopause: Systematic Review of the Literature","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"King Saud University; University College London","keywords":"CINAHL; Psychological intervention; PsycINFO; Medicine; Behavior change methods; MEDLINE; Systematic review; Scopus; mHealth; Gerontology; Randomized controlled trial; Meta-analysis; Physical therapy; Internal medicine; Nursing","score_opus":0.10636391077175344,"score_gpt":0.49267897425697094,"score_spread":0.3863150634852175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311219606","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10938556,0.87138236,0.000004609683,0.00013440027,0.00012309111,0.01860351,0.00034152047,0.000016234697,0.000008726756],"genre_scores_gemma":[0.10225453,0.8896141,0.000020679421,0.00013382193,0.00005556292,0.007796259,0.00006510594,0.00004523071,0.000014724654],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99420273,0.003098846,0.0012375183,0.00050141773,0.00043548667,0.0005240109],"domain_scores_gemma":[0.99400556,0.0025131963,0.0020528785,0.0008959483,0.0001270084,0.0004054097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003965263,0.00044422093,0.004213724,0.00013265877,0.00054086815,0.00003581907,0.00019482384,0.00014228483,0.000022585704],"category_scores_gemma":[0.0006355956,0.00021489667,0.00024126132,0.0006097725,0.00015326154,0.00010696848,0.000124658,0.0007208923,1.7523068e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013589069,0.0008218328,0.000039091236,0.9685403,0.00018185664,0.0000012898996,0.000326791,8.237292e-8,0.0000012518344,0.000014673013,0.000005307908,0.029931623],"study_design_scores_gemma":[0.001944014,0.0031630218,0.0066607576,0.9806875,0.0052295458,0.00006206377,0.00009434352,0.0000065945183,0.0000031239856,0.000020371266,0.0019617393,0.00016691041],"about_ca_topic_score_codex":0.000033523622,"about_ca_topic_score_gemma":0.0000017383901,"teacher_disagreement_score":0.029764714,"about_ca_system_score_codex":0.00076604367,"about_ca_system_score_gemma":0.0017262929,"threshold_uncertainty_score":0.8763232},"labels":[],"label_agreement":null},{"id":"W4312271453","doi":"10.2196/41235","title":"Behavior Change Effectiveness Using Nutrition Apps in People With Chronic Diseases: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Psychological intervention; MEDLINE; Systematic review; Scopus; Health care; eHealth; Disease; Intervention (counseling); Behavior change; Disease management; Behavior change methods; Gerontology; Family medicine; Nursing","score_opus":0.11739204369047133,"score_gpt":0.49686983972907106,"score_spread":0.3794777960385997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312271453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68499714,0.22749193,0.00018373001,0.003637211,0.00073703926,0.082139365,0.00039436913,0.0002728735,0.00014635327],"genre_scores_gemma":[0.53598964,0.08311169,0.00025839792,0.008261073,0.00059690117,0.3713146,0.0003647473,0.00008421451,0.000018719045],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9935843,0.0021095597,0.001293269,0.00084579387,0.00052604266,0.0016410832],"domain_scores_gemma":[0.99687785,0.0005455655,0.00073340134,0.0005660097,0.0001270197,0.0011501287],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002202119,0.00034009726,0.00096925336,0.00037214332,0.0032204292,0.000008887329,0.00021372837,0.0001393435,0.0003204617],"category_scores_gemma":[0.000043390344,0.00032941345,0.000056751855,0.0014040492,0.00006918997,0.00022551503,0.00018813912,0.0013911008,0.000019421585],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000819656,0.0014498627,0.35670832,0.5720688,0.000007696036,0.000026166786,0.0012235235,0.000015312167,0.000009361837,0.0017520037,0.0009389784,0.064980306],"study_design_scores_gemma":[0.00820176,0.0016771116,0.8732888,0.093375325,0.00025112476,0.00008923976,0.0012563335,0.0005833413,7.226094e-7,0.00013802739,0.020418193,0.0007199851],"about_ca_topic_score_codex":0.003034224,"about_ca_topic_score_gemma":0.0033665258,"teacher_disagreement_score":0.5165805,"about_ca_system_score_codex":0.0024435187,"about_ca_system_score_gemma":0.005456435,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W4312352936","doi":"10.2196/40921","title":"Menstrual Tracking Mobile App Review by Consumers and Health Care Providers: Quality Evaluations Study","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; mHealth; App store; Health care; Scale (ratio); Mobile apps; Quality (philosophy); Internet privacy; Rating scale; Psychology; Medicine; Medical education; Computer science; Nursing; World Wide Web; Psychological intervention","score_opus":0.32847981345145405,"score_gpt":0.6179190327979506,"score_spread":0.2894392193464965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312352936","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010099379,0.9180506,0.000016379981,0.002899652,0.0008075524,0.074876994,0.00222199,0.00044941757,0.00057642226],"genre_scores_gemma":[0.00011394148,0.844772,0.00017196633,0.012632464,0.0003127179,0.13836099,0.003080267,0.00022741863,0.0003282266],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9743495,0.011193173,0.007112071,0.0027074215,0.0014566999,0.0031811395],"domain_scores_gemma":[0.98545665,0.0027536608,0.00568462,0.0018595929,0.00038314835,0.00386236],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.012857341,0.0014215541,0.006307953,0.0006038323,0.008342768,0.00006025133,0.0006604656,0.0007482669,0.0008611572],"category_scores_gemma":[0.0004158949,0.0013074067,0.0003522499,0.0015228484,0.00029776778,0.00027493577,0.0005234847,0.005253781,0.00010092308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021162059,0.0002895567,0.0002650812,0.34233385,0.000044180542,0.0000013644832,0.0030284089,3.5217727e-8,3.776006e-9,0.00019480094,0.04504019,0.6087814],"study_design_scores_gemma":[0.0018710208,0.0012999367,0.00047786316,0.016731804,0.00096376566,0.000026951231,0.01548727,0.000001756623,2.266451e-9,0.000022427568,0.9623508,0.0007664291],"about_ca_topic_score_codex":0.004729588,"about_ca_topic_score_gemma":0.0015533846,"teacher_disagreement_score":0.9173106,"about_ca_system_score_codex":0.0033761025,"about_ca_system_score_gemma":0.025166018,"threshold_uncertainty_score":0.99985343},"labels":[],"label_agreement":null},{"id":"W4312422628","doi":"10.2196/35917","title":"Recommendations for the Quality Management of Patient-Generated Health Data in Remote Patient Monitoring: Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality management; Quality (philosophy); Data quality; Medicine; mHealth; Data management; Health care; Health data; Medical emergency; Computer science; Operations management; Nursing; Psychological intervention; Data mining; Management system; Engineering","score_opus":0.3343825477596798,"score_gpt":0.595801061936409,"score_spread":0.26141851417672923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312422628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7949925,0.014760028,0.007856352,0.095149234,0.0070571573,0.07594725,0.0035060185,0.000309431,0.0004220427],"genre_scores_gemma":[0.90366584,0.007865941,0.04588214,0.006708588,0.0002452966,0.03432119,0.0010389021,0.00009453121,0.00017754345],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9857852,0.007236838,0.0036935937,0.0011045568,0.0006346822,0.0015451271],"domain_scores_gemma":[0.9921322,0.0025099013,0.0022154436,0.0021152673,0.00021803689,0.00080917246],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.014572811,0.00033014282,0.0008808575,0.00032669707,0.005045039,0.000011554771,0.00075652,0.00011012082,0.00008304641],"category_scores_gemma":[0.00017218794,0.00028264252,0.00006144568,0.0012780695,0.00007119575,0.00011802903,0.0010792197,0.0013300503,0.0000039054053],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000623869,0.0013187667,0.012249874,0.0045912773,0.00004645408,9.220502e-7,0.011399232,0.00005177295,0.0000020104658,0.0034974632,0.01690169,0.9493167],"study_design_scores_gemma":[0.0054925634,0.002728151,0.19990489,0.0002683602,0.0001016967,0.0000034357613,0.19330013,0.0023816875,0.0000029764878,0.0010685199,0.5943535,0.00039410303],"about_ca_topic_score_codex":0.008440529,"about_ca_topic_score_gemma":0.001139552,"teacher_disagreement_score":0.9489226,"about_ca_system_score_codex":0.00091716595,"about_ca_system_score_gemma":0.0022780031,"threshold_uncertainty_score":0.99996257},"labels":[],"label_agreement":null},{"id":"W4312518437","doi":"10.2196/41815","title":"Trajectories of Symptoms in Digital Interventions for Depression and Anxiety Using Routine Outcome Monitoring Data: Secondary Analysis Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychological intervention; Randomized controlled trial; Depression (economics); Intervention (counseling); Medicine; Latent class model; Clinical psychology; Physical therapy; Psychology; Psychiatry; Internal medicine","score_opus":0.1680668697727548,"score_gpt":0.5020157038553354,"score_spread":0.33394883408258064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312518437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932571,0.0022093568,0.00027033276,0.00009692096,0.0007385939,0.0013451052,0.0019491926,0.000032340988,0.00010102654],"genre_scores_gemma":[0.9989904,0.0000126148525,0.00018618707,0.000032144482,0.00006142989,0.0003323525,0.00023832828,0.00002276205,0.00012375553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740875,0.00016423312,0.0011851576,0.00059151195,0.0002035614,0.00044679287],"domain_scores_gemma":[0.9986578,0.00015784409,0.00043720004,0.0004756247,0.000037751477,0.00023372774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010255972,0.000169253,0.0005506572,0.0005178644,0.0003828031,0.000045776604,0.00022741014,0.00004828181,0.00004419944],"category_scores_gemma":[0.00003665604,0.0001757599,0.00012520066,0.0007050988,0.000059011523,0.00040005395,0.00041458593,0.00031838822,4.1254444e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028942985,0.0015700554,0.95912796,0.0012003605,0.0001319592,0.0000024229078,0.0022037462,0.000014412622,8.2396036e-7,0.00016050116,0.000024762736,0.035273537],"study_design_scores_gemma":[0.0021561552,0.0013635276,0.9855609,0.00009629751,0.00026492635,0.000016008435,0.009755554,0.00038477356,0.0000013633471,0.00015883055,0.00010445322,0.00013720628],"about_ca_topic_score_codex":0.0010443375,"about_ca_topic_score_gemma":0.00034587408,"teacher_disagreement_score":0.03513633,"about_ca_system_score_codex":0.00018782742,"about_ca_system_score_gemma":0.00009386689,"threshold_uncertainty_score":0.7167281},"labels":[],"label_agreement":null},{"id":"W4312658333","doi":"10.2196/43561","title":"Interventions Aimed at Enhancing Health Care Providers’ Behavior Toward the Prescription of Mobile Health Apps: Systematic Review","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"mHealth; CINAHL; Psychological intervention; PsycINFO; Behavior change methods; Medicine; MEDLINE; Scopus; Medical prescription; Critical appraisal; Health care; Intervention (counseling); Nursing; Family medicine; Alternative medicine","score_opus":0.19259009035702743,"score_gpt":0.5294685347653116,"score_spread":0.3368784444082842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312658333","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011959402,0.86964715,0.00008058112,0.0029476248,0.0012958164,0.12405908,0.0015079223,0.00030203976,0.0001478215],"genre_scores_gemma":[0.000055002416,0.693591,0.00016693451,0.008302105,0.00028533282,0.2947287,0.0021328253,0.00019951118,0.00053862215],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9686062,0.012355003,0.012514339,0.0018879508,0.0014280733,0.0032084535],"domain_scores_gemma":[0.976885,0.0024348472,0.0148205,0.0028147313,0.00040507497,0.0026398234],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.011004944,0.0013550015,0.009354328,0.00078365026,0.006562183,0.00003191348,0.0013127506,0.0006994566,0.00077016646],"category_scores_gemma":[0.0005750087,0.0009933413,0.0013938855,0.0018217497,0.00029254236,0.0002117276,0.0009258393,0.0043578837,0.00016333692],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000021810756,0.00019687563,0.000009393382,0.74871534,0.000044781536,0.0000012355816,0.005695197,1.3729135e-7,1.0552013e-8,0.0003543235,0.0145176705,0.23044321],"study_design_scores_gemma":[0.0005485093,0.0010591494,0.000024229807,0.39763537,0.0014970069,0.000047284822,0.0063390164,0.0000011223215,1.3923319e-8,0.0000104366245,0.5924708,0.00036704613],"about_ca_topic_score_codex":0.0027549025,"about_ca_topic_score_gemma":0.0022468353,"teacher_disagreement_score":0.57795316,"about_ca_system_score_codex":0.0075412537,"about_ca_system_score_gemma":0.023641607,"threshold_uncertainty_score":0.99992007},"labels":[],"label_agreement":null},{"id":"W4312818474","doi":"10.2196/41660","title":"Loss-Framed Adaptive Microcontingency Management for Preventing Prolonged Sedentariness: Development and Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Incentive; Psychological intervention; mHealth; Intervention (counseling); Medicine; Psychology; Demography; Physical therapy; Economics; Nursing; Microeconomics","score_opus":0.10993329749331296,"score_gpt":0.4080222236937144,"score_spread":0.2980889262004014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312818474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989358,0.00033666487,0.0001266335,0.0017418964,0.00009873064,0.008091308,0.00002065814,0.00006655034,0.00015957872],"genre_scores_gemma":[0.99353516,0.000053759875,0.0029098294,0.0010292568,0.00010729795,0.001997485,0.000032733005,0.000023441495,0.00031101197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765486,0.00018861712,0.0005324171,0.00065784244,0.00033557016,0.00063068146],"domain_scores_gemma":[0.998897,0.00010356351,0.00025471995,0.00022310705,0.00006003484,0.0004615675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013275912,0.00021050917,0.000557738,0.0001174712,0.0011841706,0.000018610996,0.00008061618,0.000040907,0.00001578622],"category_scores_gemma":[0.000019447516,0.00019903612,0.000044809163,0.00020747329,0.0000501462,0.000084319465,0.00024178858,0.00044067527,0.0000011295473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0115509145,0.023069851,0.6231259,0.022596432,0.00034954763,0.00007640182,0.03648856,0.0000027062863,0.00006407707,0.0016740111,0.00070643064,0.28029516],"study_design_scores_gemma":[0.007046151,0.0050765206,0.97467387,0.00008287586,0.00017780147,0.0000320283,0.007261112,0.0001579586,0.00002747538,0.00074750953,0.00447989,0.00023681801],"about_ca_topic_score_codex":0.00017124721,"about_ca_topic_score_gemma":0.00020823085,"teacher_disagreement_score":0.35154796,"about_ca_system_score_codex":0.00041416456,"about_ca_system_score_gemma":0.0004563708,"threshold_uncertainty_score":0.9107803},"labels":[],"label_agreement":null},{"id":"W4312863367","doi":"10.2196/37873","title":"Effectiveness of a Mobile App to Increase Risk Perception of Tobacco, Alcohol, and Marijuana Use in Mexican High School Students: Quantitative Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mobile device; Perception; Mobile apps; Environmental health; Tobacco use; Risk perception; Alcohol; Medicine; Applied psychology; Gerontology; Computer science; World Wide Web","score_opus":0.04733909518639409,"score_gpt":0.4192815679719977,"score_spread":0.37194247278560366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312863367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966696,0.00008945944,0.000015398293,0.000033522323,0.0000643074,0.0030095542,0.000092645554,0.000017844633,0.000007699596],"genre_scores_gemma":[0.9988974,0.00013801672,0.00010089027,0.000096613854,0.000013536268,0.00068126305,0.000043687254,0.000015891877,0.000012731347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760485,0.000896107,0.00045358934,0.0003472652,0.00047894847,0.00021927165],"domain_scores_gemma":[0.99890256,0.0002449418,0.00023684735,0.00021913744,0.00009127838,0.00030523958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020336304,0.0001319659,0.0004935276,0.0003568469,0.00014795232,0.0000106483485,0.00006643764,0.000043540418,0.000043006763],"category_scores_gemma":[0.00012233407,0.00012472557,0.000026412697,0.0004837902,0.00004565355,0.00010130176,0.00010576234,0.00031689228,3.745198e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034555134,0.0018015823,0.98496056,0.00070919865,0.0000205909,0.000006200971,0.0043038786,0.000027016567,0.00029640063,0.000042786647,0.000020926525,0.004355328],"study_design_scores_gemma":[0.004306697,0.0065679047,0.97235405,0.00012369905,0.0001438868,0.000004621394,0.016354037,0.000013602301,0.0000146999955,0.00002386176,0.000008163717,0.00008476109],"about_ca_topic_score_codex":0.03295638,"about_ca_topic_score_gemma":0.000394197,"teacher_disagreement_score":0.03256218,"about_ca_system_score_codex":0.00029717022,"about_ca_system_score_gemma":0.00022065095,"threshold_uncertainty_score":0.97348326},"labels":[],"label_agreement":null},{"id":"W4312947738","doi":"10.2196/43241","title":"Promoting Hand Hygiene During the COVID-19 Pandemic: Parallel Randomized Trial for the Optimization of the Soapp App","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of Bern","keywords":"Randomized controlled trial; Hygiene; Medicine; Context (archaeology); Blinding; Pandemic; Public health; Population; Psychological intervention; Intervention (counseling); Environmental health; Family medicine; Nursing; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Surgery; Pathology","score_opus":0.058848260697889725,"score_gpt":0.3729586405677376,"score_spread":0.31411037986984786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312947738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87216645,0.0016811253,0.060220316,0.045553792,0.0011663872,0.018970456,0.000040499584,0.00008908053,0.00011190675],"genre_scores_gemma":[0.9942597,0.0002431979,0.000097220116,0.0028138163,0.00039620037,0.001758134,0.000020254634,0.000013643844,0.00039782413],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9982332,0.00051634805,0.00053815474,0.00018761458,0.0002686336,0.00025604345],"domain_scores_gemma":[0.99819255,0.00086111977,0.0005231827,0.00022032058,0.00007824738,0.00012457422],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003515233,0.00010507659,0.00036636816,0.00005278574,0.0022797259,0.000021203945,0.000089321176,0.000045733155,0.00004829816],"category_scores_gemma":[0.00059506757,0.00004966286,0.0001557487,0.00020471952,0.00013508479,0.000036384656,0.000051694245,0.0002745447,2.0323506e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9381759,0.00032282228,0.007478113,0.0023922473,0.00012187773,5.360968e-7,0.009451474,0.03440288,0.000056548208,0.0011704352,0.0006911299,0.0057360134],"study_design_scores_gemma":[0.7822715,0.0005736396,0.0045645866,0.000025894466,0.00033455348,0.00008253166,0.0005356857,0.20310986,0.000008117452,0.0002866391,0.008117489,0.00008949073],"about_ca_topic_score_codex":0.00017150916,"about_ca_topic_score_gemma":0.000030387224,"teacher_disagreement_score":0.16870697,"about_ca_system_score_codex":0.00014497223,"about_ca_system_score_gemma":0.0006002478,"threshold_uncertainty_score":0.99901915},"labels":[],"label_agreement":null},{"id":"W4313035128","doi":"10.2196/39649","title":"Conversational Agents and Avatars for Cardiometabolic Risk Factors and Lifestyle-Related Behaviors: Scoping Review","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"AI in Service Interactions","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine; Disease; Diabetes mellitus; MEDLINE; Randomized controlled trial; Metabolic syndrome; Psychology; Gerontology; Internal medicine; Endocrinology","score_opus":0.061292528094731416,"score_gpt":0.39238639196622715,"score_spread":0.33109386387149575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313035128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9715704,0.019651936,0.0010462533,0.0047662463,0.000681815,0.0019666865,0.0001830443,0.00010249362,0.00003112651],"genre_scores_gemma":[0.9592536,0.032562237,0.0023616634,0.0050432864,0.00007018199,0.00054634444,0.00008871373,0.000023527626,0.000050440598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982282,0.00023953163,0.00044566148,0.00047272764,0.00026043213,0.00035346512],"domain_scores_gemma":[0.99868655,0.0002969719,0.0003296504,0.00026577117,0.00006265447,0.0003584117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007431849,0.00015910808,0.00034978305,0.00016485224,0.0009656392,0.000059589427,0.00019995289,0.00004166652,0.000030533436],"category_scores_gemma":[0.000050666917,0.0001553455,0.00004334873,0.0003473572,0.00004766712,0.00035716026,0.00025963938,0.00030672585,0.0000017919201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108004126,0.0005634612,0.77871764,0.03960106,0.0002223689,0.00001829463,0.02285219,0.00011649604,0.000013898034,0.010052867,0.019322176,0.12841153],"study_design_scores_gemma":[0.0030853313,0.0011530379,0.94852,0.0038569118,0.0004263721,0.00029025722,0.0012953427,0.012701626,0.000007743774,0.0012422375,0.026496815,0.0009243179],"about_ca_topic_score_codex":0.0006427221,"about_ca_topic_score_gemma":0.00004214291,"teacher_disagreement_score":0.16980235,"about_ca_system_score_codex":0.00009107379,"about_ca_system_score_gemma":0.00034198185,"threshold_uncertainty_score":0.74270135},"labels":[],"label_agreement":null},{"id":"W4313116545","doi":"10.2196/40898","title":"Design Features Associated With Engagement in Mobile Health Physical Activity Interventions Among Youth: Systematic Review of Qualitative and Quantitative Studies","year":2022,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wageningen University and Research; Technische Universiteit Eindhoven; Universiteit Utrecht","keywords":"Psychological intervention; Qualitative research; Psychology; Physical activity; Systematic review; Applied psychology; mHealth; Gerontology; Medicine; MEDLINE; Sociology; Physical therapy; Political science","score_opus":0.5420607602272806,"score_gpt":0.6276037306530767,"score_spread":0.08554297042579617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313116545","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000678277,0.9415514,0.000109292625,0.00035883853,0.00018313227,0.05603349,0.000934643,0.000102681384,0.000048278936],"genre_scores_gemma":[0.0005758135,0.87766373,0.00028113692,0.0007973703,0.000048053946,0.11997191,0.00043486315,0.00010587711,0.00012123678],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96075785,0.031802177,0.0038763303,0.0012253415,0.0007907842,0.001547519],"domain_scores_gemma":[0.9751651,0.014789081,0.007837756,0.00082601415,0.0003431631,0.0010388311],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.018491665,0.00092601177,0.008581942,0.000784522,0.001983156,0.000012633178,0.00035904566,0.00034487108,0.0000333854],"category_scores_gemma":[0.0021843335,0.00068718824,0.00035953912,0.0017398312,0.0004439783,0.00018538359,0.00033155334,0.0036578225,0.0000059299423],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006712441,0.00068429235,0.000012976372,0.91213965,0.0002310229,0.0000022723025,0.043918893,6.7539634e-7,3.010612e-9,0.0010671077,0.00067245297,0.041203547],"study_design_scores_gemma":[0.0010522277,0.0032035322,0.00022807586,0.9331349,0.0019772789,0.0000049307682,0.05188915,0.0000127927115,1.0101117e-8,0.00011490793,0.007885067,0.00049713143],"about_ca_topic_score_codex":0.0007830714,"about_ca_topic_score_gemma":0.00082574214,"teacher_disagreement_score":0.063938424,"about_ca_system_score_codex":0.002198683,"about_ca_system_score_gemma":0.0061350963,"threshold_uncertainty_score":0.9995579},"labels":[],"label_agreement":null},{"id":"W4313304551","doi":"10.2196/40340","title":"Individual and Parental Factors of Adolescents’ mHealth App Use: Nationally Representative Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Grantová Agentura České Republiky","keywords":"mHealth; eHealth; Cross-sectional study; Mediation; Psychology; Psychological intervention; Medicine; Gerontology; Health care; Psychiatry","score_opus":0.14363868800915833,"score_gpt":0.4956972579322325,"score_spread":0.35205856992307416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313304551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868446,0.0007221387,0.00003377758,0.0007485813,0.00089292764,0.008585234,0.0017915341,0.0001627171,0.00021849692],"genre_scores_gemma":[0.98823804,0.0005642369,0.00019442303,0.0025913233,0.00029713544,0.006987425,0.0006563291,0.00006513179,0.00040597678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99137497,0.0021186967,0.0024793656,0.0011749904,0.0014028645,0.0014491117],"domain_scores_gemma":[0.9945681,0.0012302609,0.0016447979,0.0005612463,0.0003843244,0.0016112766],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035226897,0.00042250814,0.0008032533,0.0005646467,0.0058055297,0.000038019334,0.00035828393,0.00023243505,0.00037928633],"category_scores_gemma":[0.00025114673,0.00042058987,0.000081456084,0.00081223605,0.00029600438,0.0003320568,0.00060498354,0.0020928415,0.000012443397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064694625,0.0010695708,0.98136467,0.0023422197,0.000028378943,0.0000023822681,0.006874098,0.000012286728,0.0000036869585,0.003704542,0.0026129454,0.0013382741],"study_design_scores_gemma":[0.0036189065,0.0011372346,0.97685623,0.000050898692,0.00004399487,0.000013822956,0.011441198,0.000057633013,6.9820294e-7,0.0003469579,0.0061908984,0.00024150737],"about_ca_topic_score_codex":0.0042941333,"about_ca_topic_score_gemma":0.0006766409,"teacher_disagreement_score":0.0055095255,"about_ca_system_score_codex":0.0006802951,"about_ca_system_score_gemma":0.0034364846,"threshold_uncertainty_score":0.9998246},"labels":[],"label_agreement":null},{"id":"W4313377898","doi":"10.2196/41767","title":"Factors Associated With Self-reported Use of Web and Mobile Health Apps Among US Military Veterans: Cross-sectional Survey","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health; Quality Enhancement Research Initiative; Health Services Research and Development; Office of Research and Development","keywords":"Medicine; Cross-sectional study; Logistic regression; Descriptive statistics; Health care; Cohort; Family medicine; Gerontology","score_opus":0.17096255098257376,"score_gpt":0.45076204744853204,"score_spread":0.27979949646595825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313377898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98354053,0.002727401,0.000025837679,0.00025916402,0.0005390598,0.009480564,0.0030275774,0.0003441628,0.000055722736],"genre_scores_gemma":[0.9778155,0.0031714288,0.00015786702,0.0031912613,0.00011110544,0.013250967,0.0019572559,0.00010266175,0.00024195515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98949176,0.003554142,0.0028166135,0.0012043825,0.00094187295,0.0019912315],"domain_scores_gemma":[0.99185175,0.0025994277,0.0020342337,0.0007640874,0.0005163093,0.0022342151],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0057156477,0.0005377392,0.0012410466,0.0004973462,0.005473652,0.000021504726,0.0002499959,0.00035578565,0.0002504725],"category_scores_gemma":[0.00031189623,0.00048175594,0.00008981661,0.0011807228,0.0003598948,0.00033448255,0.00023757931,0.0020959736,0.000003398907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049678667,0.00055279775,0.99018085,0.0025655455,0.000075441734,0.0000023035175,0.0024808014,0.000073950534,0.000002510489,0.00013287627,0.0021010397,0.0013351099],"study_design_scores_gemma":[0.0028885184,0.0020832487,0.973189,0.00011011921,0.00003723936,0.000008949945,0.00085207756,0.0007483428,4.2558815e-7,0.00003112656,0.019735124,0.00031580904],"about_ca_topic_score_codex":0.018314458,"about_ca_topic_score_gemma":0.009538806,"teacher_disagreement_score":0.017634084,"about_ca_system_score_codex":0.0011531265,"about_ca_system_score_gemma":0.007090236,"threshold_uncertainty_score":0.9997634},"labels":[],"label_agreement":null},{"id":"W4315705410","doi":"10.2196/38986","title":"The Treatment Outcome of Smart Device–Based Tinnitus Retraining Therapy: Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Science and ICT, South Korea; Korea Health Industry Development Institute; Seoul National University; National Research Foundation","keywords":"Tinnitus; Medicine; Audiology; Visual analogue scale; Physical therapy","score_opus":0.16384071432835884,"score_gpt":0.4278018991331717,"score_spread":0.26396118480481284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315705410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99335575,0.00021291828,0.0000068184804,0.0014345171,0.000325281,0.0035019026,0.000021809201,0.00020975134,0.0009312362],"genre_scores_gemma":[0.9964178,0.0012007323,0.00006178341,0.0013114227,0.00010319122,0.0004135717,0.0000032927792,0.00004739269,0.00044080848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655104,0.0005104507,0.00076812017,0.0006923492,0.0005866949,0.00089134154],"domain_scores_gemma":[0.99768096,0.00083239976,0.00035272713,0.00064147805,0.000113774855,0.00037864738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016614844,0.00027910143,0.00047636512,0.00017779578,0.0009392665,0.00006403684,0.00025528515,0.00008784065,0.00001376257],"category_scores_gemma":[0.00039905685,0.00019379027,0.000068376816,0.0009673489,0.00020291368,0.000050261016,0.000054919543,0.000312182,0.000040206625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028552138,0.00051527383,0.9753122,0.0001277714,0.000013988557,0.000015233378,0.0045798267,0.000011706406,0.0002720495,0.00012646978,0.00019695357,0.018543033],"study_design_scores_gemma":[0.0018589024,0.0035927254,0.9864277,0.000019427333,0.000024178311,0.0000036406202,0.0011569005,0.0011245704,0.0010764514,0.000079985424,0.0044639627,0.00017151466],"about_ca_topic_score_codex":0.00039677336,"about_ca_topic_score_gemma":0.00038715612,"teacher_disagreement_score":0.018371519,"about_ca_system_score_codex":0.00023175211,"about_ca_system_score_gemma":0.000566912,"threshold_uncertainty_score":0.7902538},"labels":[],"label_agreement":null},{"id":"W4315817701","doi":"10.2196/43885","title":"Evaluating the Effects of the Supportive Parenting App on Infant Developmental Outcomes: Longitudinal Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Child development; Motor skill; Developmental psychology; Psychology; Longitudinal study; Affect (linguistics); Intervention (counseling); Social support; Normative; Clinical psychology; Pediatrics; Medicine; Psychiatry","score_opus":0.1087113388700877,"score_gpt":0.44334463201796426,"score_spread":0.33463329314787654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315817701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951524,0.00007096111,6.9358526e-7,0.0011028785,0.00049378135,0.0025377665,0.000012358494,0.000065502965,0.0005636641],"genre_scores_gemma":[0.99823827,0.000046635385,0.00009895642,0.0010974267,0.00007079213,0.00020131396,0.00003393912,0.000018420971,0.00019425464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977871,0.00023296165,0.0005452275,0.00030985498,0.0006317154,0.00049310265],"domain_scores_gemma":[0.99861175,0.00059222244,0.00029630834,0.0002576155,0.00008221614,0.00015987222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014239855,0.0001984145,0.00039521695,0.00011501561,0.00055173953,0.000016391372,0.0001312072,0.000056380777,0.000013261802],"category_scores_gemma":[0.00038558044,0.000101447666,0.000071945586,0.00046393884,0.00007142803,0.00003997584,0.00013636705,0.00035976147,0.000008218733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020899855,0.000054219003,0.96919334,0.0013978651,0.000057288948,0.000014739894,0.019168152,5.9387384e-7,0.000028623108,0.000043956406,0.00051724736,0.009314982],"study_design_scores_gemma":[0.0016802008,0.0012423182,0.99271077,0.00034730684,0.00009859174,0.000017198654,0.0034624392,0.0000735071,0.000084468935,0.000030690146,0.00014055794,0.00011195291],"about_ca_topic_score_codex":0.00008837213,"about_ca_topic_score_gemma":0.000046325407,"teacher_disagreement_score":0.023517434,"about_ca_system_score_codex":0.000100759775,"about_ca_system_score_gemma":0.0007203579,"threshold_uncertainty_score":0.42435902},"labels":[],"label_agreement":null},{"id":"W4316340204","doi":"10.2196/40836","title":"Improving Children’s Sleep Habits Using an Interactive Smartphone App: Community-Based Intervention Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Center of Innovation Program; Japan Society for the Promotion of Science; National Institute of Information and Communications Technology; Iran Telecommunication Research Center","keywords":"Psychological intervention; Intervention (counseling); Sleep (system call); Mental health; Medicine; Psychology; Gerontology; Psychiatry","score_opus":0.059461995247269646,"score_gpt":0.40771911665614174,"score_spread":0.3482571214088721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316340204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957498,0.00031362282,0.000511347,0.00025518032,0.0011004612,0.0013681668,0.000025739217,0.00043226255,0.00024347698],"genre_scores_gemma":[0.99840266,0.000021022182,0.0000757851,0.00090040214,0.00012773424,0.00013445478,0.00021992119,0.000055330882,0.0000627237],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99643826,0.0016295145,0.00056933996,0.00045842145,0.00019744982,0.00070701865],"domain_scores_gemma":[0.998465,0.00018491565,0.00033778968,0.0005311625,0.00006767169,0.00041347698],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014536838,0.00026053083,0.0003523837,0.0005036283,0.0009444197,0.000050030158,0.0002141521,0.0002042226,0.00008301433],"category_scores_gemma":[0.000031367235,0.00024853862,0.00007993481,0.00064974814,0.00009058672,0.00018874202,0.000088072964,0.0011463301,0.00009801993],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030879227,0.019745242,0.40324944,0.0012800075,0.00075578265,0.00004767865,0.10889733,0.00040793887,0.00012740558,0.00021294913,0.0020138668,0.46017444],"study_design_scores_gemma":[0.009759005,0.0035673769,0.94097173,0.00010395964,0.00025064652,0.000024994159,0.037874073,0.0068470594,0.000008032115,0.00011454569,0.00009577013,0.00038279514],"about_ca_topic_score_codex":0.013371193,"about_ca_topic_score_gemma":0.001227305,"teacher_disagreement_score":0.5377223,"about_ca_system_score_codex":0.00013727277,"about_ca_system_score_gemma":0.00009693765,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W4317412469","doi":"10.2196/40865","title":"The Effects of Providing a Connected Scale in an App-Based Digital Health Program: Cross-sectional Examination","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Scale (ratio); Digital health; mHealth; Computer science; Psychology; Medicine; Health care; Nursing; Geography; Psychological intervention; Cartography","score_opus":0.06558300079375094,"score_gpt":0.47986756477197934,"score_spread":0.4142845639782284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317412469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980507,0.00092202664,0.000115891984,0.0032038165,0.0007156808,0.013496988,0.000105883526,0.00066939427,0.00026332145],"genre_scores_gemma":[0.9769655,0.001033078,0.00023835138,0.0015609529,0.00029583136,0.019121006,0.0004850909,0.00006232836,0.00023787386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932578,0.0013218174,0.002059433,0.0007880828,0.00058526156,0.001987568],"domain_scores_gemma":[0.99360377,0.0029953893,0.001110349,0.0006091367,0.00035954444,0.0013217941],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0044020377,0.0003137978,0.00060301786,0.00052812643,0.0031282192,0.00006955619,0.00029958313,0.00034713457,0.000010125777],"category_scores_gemma":[0.0006098692,0.0002564436,0.0000656292,0.0018002187,0.00028323504,0.00033474527,0.00008675744,0.001070099,0.000047367615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036011668,0.0004956495,0.7341031,0.017209012,0.000004661002,0.0000014945562,0.0018670917,0.000017878416,0.000019699411,0.0032268746,0.001090136,0.24160431],"study_design_scores_gemma":[0.002851899,0.0013203075,0.9786495,0.00037569922,0.0000051849297,0.0000020717043,0.00075224135,0.0048830933,0.0000055862483,0.0005480876,0.0104316445,0.00017469698],"about_ca_topic_score_codex":0.0007757539,"about_ca_topic_score_gemma":0.0015981809,"teacher_disagreement_score":0.24454641,"about_ca_system_score_codex":0.00060208223,"about_ca_system_score_gemma":0.0045960126,"threshold_uncertainty_score":0.9999888},"labels":[],"label_agreement":null},{"id":"W4317477096","doi":"10.2196/37716","title":"mHealth Apps Targeting Obesity and Overweight in Young People: App Review and Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Overweight; Psychological intervention; Usability; Obesity; Internet privacy; App store; Inclusion (mineral); Population; Medicine; Gerontology; Psychology; Computer science; World Wide Web; Environmental health; Nursing; Human–computer interaction; Social psychology","score_opus":0.048123973629742134,"score_gpt":0.4407112989799397,"score_spread":0.3925873253501976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317477096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8699089,0.08096128,0.00025274095,0.032406203,0.0004911518,0.012200073,0.00033842836,0.0007359706,0.002705215],"genre_scores_gemma":[0.5888532,0.3933963,0.00047306123,0.010597913,0.00027702987,0.005394328,0.00042841717,0.00006295212,0.0005168231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99190485,0.0013230949,0.0023686262,0.0013787056,0.00047775588,0.002546935],"domain_scores_gemma":[0.99449843,0.001092733,0.0009514914,0.00069533655,0.00019289952,0.0025690782],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006306941,0.00051835447,0.0017973438,0.001061316,0.0026164886,0.00002621671,0.00021918632,0.00047530537,0.00014824397],"category_scores_gemma":[0.00035523003,0.0004878639,0.00008879972,0.004562511,0.0001542296,0.00024582644,0.0002961287,0.0017436586,0.000111741836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008280738,0.00012536436,0.90444946,0.053115495,0.00003592177,0.000004047167,0.0026836763,0.0000020263706,0.0000021952098,0.006101491,0.019339053,0.01405847],"study_design_scores_gemma":[0.0013444063,0.000137715,0.9658442,0.00082333916,0.00041430522,0.000010234105,0.0010946158,0.0012899856,1.5037844e-7,0.0008980418,0.027785636,0.00035732955],"about_ca_topic_score_codex":0.0059782104,"about_ca_topic_score_gemma":0.01187317,"teacher_disagreement_score":0.31243503,"about_ca_system_score_codex":0.0003883539,"about_ca_system_score_gemma":0.0015903623,"threshold_uncertainty_score":0.9997573},"labels":[],"label_agreement":null},{"id":"W4317522926","doi":"10.2196/43675","title":"Effectiveness of a Sodium-Reduction Smartphone App and Reduced-Sodium Salt to Lower Sodium Intake in Adults With Hypertension: Findings From the Salt Alternatives Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sodium Intake and Health","field":"Nursing","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Medicine; Randomized controlled trial; Sodium; Urine sodium; Blood pressure; Population; Physical therapy; Internal medicine; Environmental health; Chemistry","score_opus":0.024508882813553918,"score_gpt":0.3192771474599004,"score_spread":0.2947682646463465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317522926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731616,0.0010373394,0.000020989326,0.010489776,0.002903517,0.012082991,0.000048242433,0.00016966148,0.000085884436],"genre_scores_gemma":[0.9947342,0.0011245164,0.00015378265,0.0013069521,0.0007813535,0.0017072251,0.000074863085,0.00007492605,0.00004216592],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99364233,0.0021649138,0.0014957412,0.0010130325,0.00064583734,0.0010381341],"domain_scores_gemma":[0.99408996,0.0039368295,0.00064232823,0.0004971637,0.00022221546,0.00061150844],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005002244,0.0005324469,0.0026573876,0.00054256263,0.000520101,0.00007597802,0.0002346235,0.00027171927,0.000016803442],"category_scores_gemma":[0.00062142627,0.0003435102,0.00018650871,0.0009863832,0.00040675973,0.00021133563,0.000090625756,0.0007309729,0.000019891553],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98137015,0.0003555438,0.0010843389,0.0011954863,0.00007758483,0.000013195318,0.011230013,0.000005974742,0.0009949201,0.00016945954,0.0008248136,0.0026784989],"study_design_scores_gemma":[0.90125006,0.0038121766,0.08680494,0.001929234,0.00023053176,0.000039361166,0.0028402933,0.0005336908,0.0011454547,0.0008764522,0.0001007585,0.00043706957],"about_ca_topic_score_codex":0.00691258,"about_ca_topic_score_gemma":0.0007087262,"teacher_disagreement_score":0.0857206,"about_ca_system_score_codex":0.0002374924,"about_ca_system_score_gemma":0.0005003186,"threshold_uncertainty_score":0.9999017},"labels":[],"label_agreement":null},{"id":"W4317765709","doi":"10.2196/43052","title":"A Mental Health and Well-Being Chatbot: User Event Log Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Interreg; Munster Technological University; Luleå Tekniska Universitet; Ulster University; Itä-Suomen Yliopisto","keywords":"Chatbot; Cluster analysis; Computer science; World Wide Web; Mental health; Digital health; Mood; User experience design; mHealth; Psychology; Internet privacy; Psychological intervention; Human–computer interaction; Health care; Social psychology; Artificial intelligence","score_opus":0.05001256040139479,"score_gpt":0.4472985097235205,"score_spread":0.3972859493221257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317765709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502036,0.0032993827,0.0001058174,0.03767498,0.0013803986,0.0014426989,0.00016083318,0.0003905515,0.0053417194],"genre_scores_gemma":[0.9848156,0.0009357649,0.00012259837,0.0071507157,0.00014969838,0.00025542395,0.0003337534,0.00004820182,0.006188262],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961346,0.0003317605,0.0010313962,0.00080743653,0.0003323615,0.001362477],"domain_scores_gemma":[0.99736035,0.00012066761,0.00039014593,0.0004349603,0.000033261716,0.0016606059],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011600002,0.00030337597,0.00064880983,0.00084390683,0.0007070504,0.00006889028,0.00015536319,0.00013943673,0.00025745906],"category_scores_gemma":[0.000015758642,0.00029967015,0.00016098656,0.0015998577,0.00013500307,0.0001809156,0.00015120975,0.00035238868,0.0005216697],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012590564,0.0025021313,0.25663057,0.0077679064,0.0012056793,0.000096889846,0.05380891,0.00001023238,0.0000032634764,0.14413558,0.18214494,0.35043484],"study_design_scores_gemma":[0.0032899964,0.0035445075,0.87223613,0.00038093346,0.00021649945,0.000120807184,0.007497776,0.00076615694,0.0000036849729,0.004238212,0.10704509,0.00066019304],"about_ca_topic_score_codex":0.0012661957,"about_ca_topic_score_gemma":0.00056575064,"teacher_disagreement_score":0.6156056,"about_ca_system_score_codex":0.00027634625,"about_ca_system_score_gemma":0.00022319757,"threshold_uncertainty_score":0.9999455},"labels":[],"label_agreement":null},{"id":"W4317776585","doi":"10.2196/42799","title":"Effectiveness of mHealth on Adherence to Antiretroviral Therapy in Patients Living With HIV: Meta-analysis of Randomized Controlled Trials","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Henan University","keywords":"mHealth; Antiretroviral therapy; Randomized controlled trial; Medication adherence; Meta-analysis; Human immunodeficiency virus (HIV); Medicine; Viral load; Family medicine; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.2302698058456136,"score_gpt":0.5122303982905932,"score_spread":0.2819605924449796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317776585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023086594,0.94970167,0.000077629054,0.000077452816,0.000057970792,0.02607523,0.000674023,0.00003531985,0.0002141049],"genre_scores_gemma":[0.034579992,0.9600381,0.0000709773,0.00006675079,0.000039341397,0.004195864,0.00027055413,0.00006680218,0.00067161536],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.97736955,0.015061337,0.004962373,0.00076577737,0.0010881289,0.00075283315],"domain_scores_gemma":[0.97751385,0.017251875,0.0033098005,0.00066617725,0.0004796386,0.0007786526],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.029903406,0.0006217601,0.03907407,0.0037658953,0.00009127258,0.000021491698,0.00022713952,0.0002759417,0.0001479943],"category_scores_gemma":[0.006501553,0.00031712285,0.0060983133,0.003108944,0.00016183159,0.000057165264,0.000052620366,0.0007109848,0.000011382204],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.25706238,0.002611153,0.0018051774,0.25437942,0.16764644,0.00000822218,0.00054550014,0.000005727556,3.4745722e-7,0.0003694697,0.00035495393,0.31521124],"study_design_scores_gemma":[0.3527192,0.09531831,0.009228026,0.066754185,0.47395042,0.0000023412535,0.00010970876,0.00016568875,0.0000013355727,0.000024199002,0.0011036226,0.00062295806],"about_ca_topic_score_codex":0.0013892751,"about_ca_topic_score_gemma":0.00013355448,"teacher_disagreement_score":0.31458828,"about_ca_system_score_codex":0.0002391184,"about_ca_system_score_gemma":0.0019023826,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W4317824920","doi":"10.2196/41508","title":"Effectiveness of Remote Fetal Monitoring on Maternal-Fetal Outcomes: Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Neonatal and fetal brain pathology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Systematic review; CINAHL; Fetal monitoring; Cochrane Library; MEDLINE; Randomized controlled trial; Meta-analysis; Pregnancy; Medical emergency; Psychological intervention; Fetus; Surgery; Pathology; Nursing","score_opus":0.16413880592865182,"score_gpt":0.46240253556809796,"score_spread":0.29826372963944614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317824920","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025134874,0.993061,0.000015901584,0.00018973848,0.00013898914,0.0059759472,0.00024084377,0.00007229153,0.000053914697],"genre_scores_gemma":[0.00041684197,0.997816,0.0001600575,0.0003027189,0.000047634592,0.00040184997,0.00009781269,0.00007721029,0.0006798209],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99490464,0.0012902141,0.0019490785,0.00083521707,0.00047761961,0.000543243],"domain_scores_gemma":[0.99610543,0.0011868518,0.0012994991,0.00075407414,0.00009224948,0.0005619228],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0028023364,0.00070055143,0.015756233,0.00067012606,0.000117120144,0.00001441695,0.0001642553,0.00033277617,0.000014127892],"category_scores_gemma":[0.0002499682,0.00040746506,0.0018132937,0.0009416718,0.0001091142,0.00004455547,0.000120240824,0.0006660395,0.000043301996],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003138855,0.00004099586,0.00003359354,0.9607728,0.025355576,0.00008943367,0.000023399089,3.0782683e-8,4.7757286e-8,0.00003790005,0.0000037580114,0.013611061],"study_design_scores_gemma":[0.00038692346,0.0005526111,0.0013889774,0.18172188,0.81436586,0.00041275503,0.000013344758,0.0000027827778,4.2301403e-7,0.00003537988,0.0008198643,0.0002992009],"about_ca_topic_score_codex":0.0001378138,"about_ca_topic_score_gemma":0.000003591107,"teacher_disagreement_score":0.7890103,"about_ca_system_score_codex":0.00012939985,"about_ca_system_score_gemma":0.00024584576,"threshold_uncertainty_score":0.9998377},"labels":[],"label_agreement":null},{"id":"W4318263864","doi":"10.2196/44296","title":"Development and Validation of Multivariable Prediction Algorithms to Estimate Future Walking Behavior in Adults: Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine","keywords":"Random forest; Medicine; Algorithm; Logistic regression; Psychological intervention; Retrospective cohort study; Decision tree; Cohort; Machine learning; Multilayer perceptron; Physical therapy; Artificial intelligence; Computer science; Artificial neural network; Internal medicine","score_opus":0.0407632859630079,"score_gpt":0.3955935445254811,"score_spread":0.35483025856247324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318263864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99618554,0.000035214354,0.000039362276,0.0006212214,0.0001400603,0.0028114165,0.000028465749,0.00008346221,0.000055246768],"genre_scores_gemma":[0.99706775,0.00013711628,0.0019955088,0.000102779435,0.0001670001,0.00041703667,0.000071462586,0.00001616454,0.000025187417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830806,0.00007640258,0.00047488857,0.00041976443,0.00033487365,0.00038598658],"domain_scores_gemma":[0.99918497,0.00004740272,0.00014369132,0.0001426832,0.00008708907,0.00039419232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008620732,0.00014254801,0.00050446764,0.00026289452,0.0001823738,0.000008800511,0.0000310138,0.00009024639,0.00000390696],"category_scores_gemma":[0.000046350608,0.00012885133,0.000014759417,0.00061202236,0.000022601158,0.00011811677,0.00004515173,0.00029962286,0.000003533314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004887233,0.0011858066,0.95499784,0.0013199918,0.000011556143,0.000009357743,0.010582136,0.0000036640809,0.00008331786,0.00007485049,0.000055771194,0.03118699],"study_design_scores_gemma":[0.0018340243,0.0015628394,0.9935185,0.000264857,0.000038848233,0.000005795721,0.0017074044,0.00072355376,0.00013269485,0.000034510773,0.00009247845,0.00008450823],"about_ca_topic_score_codex":0.0005922544,"about_ca_topic_score_gemma":0.0001965288,"teacher_disagreement_score":0.038520653,"about_ca_system_score_codex":0.00032748884,"about_ca_system_score_gemma":0.000311495,"threshold_uncertainty_score":0.52544045},"labels":[],"label_agreement":null},{"id":"W4318670958","doi":"10.2196/40373","title":"Virtual Digital Psychotherapist App–Based Treatment in Patients With Methamphetamine Use Disorder (Echo-APP): Single-Arm Pilot Feasibility and Efficacy Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Craving; Psychology; Addiction; Mood; mHealth; Abstinence; Clinical psychology; Relapse prevention; Psychotherapist; Psychiatry; Psychological intervention","score_opus":0.1122623943595778,"score_gpt":0.4217918456322053,"score_spread":0.3095294512726275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318670958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99282235,0.00019756479,0.000037005826,0.00063788233,0.00039535877,0.0049094046,0.00044503252,0.00026281318,0.0002926146],"genre_scores_gemma":[0.9978421,0.000016538159,0.000056266246,0.00040633974,0.000040429804,0.0005796609,0.00028038598,0.000073663236,0.00070464425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644965,0.0003438221,0.0008949088,0.001016428,0.00035482153,0.0009403412],"domain_scores_gemma":[0.99793005,0.0004346113,0.00027627387,0.0006007391,0.000058756425,0.0006995514],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043329952,0.00043194366,0.00059624703,0.00040315487,0.0002476844,0.00014905473,0.00013016361,0.00009717134,0.000048805487],"category_scores_gemma":[0.000035535526,0.00035011384,0.000058991856,0.00079164223,0.00019243362,0.00034438018,0.00004376701,0.0002547252,0.00006228819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054567996,0.058288004,0.780883,0.00024353099,0.000053617583,0.000012980695,0.002463011,0.0000034051295,1.8962764e-7,0.00015345238,0.00015707468,0.15228492],"study_design_scores_gemma":[0.019529538,0.06536766,0.91292113,0.00009341652,0.000025993288,0.0000022732306,0.00092673505,0.00002353522,4.5666076e-7,0.00008768068,0.0007612809,0.0002602981],"about_ca_topic_score_codex":0.0010780697,"about_ca_topic_score_gemma":0.0019388301,"teacher_disagreement_score":0.15202463,"about_ca_system_score_codex":0.0004242167,"about_ca_system_score_gemma":0.0001405092,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W4318911843","doi":"10.2196/40844","title":"mHealth Intervention for Improving Pain, Quality of Life, and Functional Disability in Patients With Chronic Pain: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Junta de Andalucía; Ministerio de Ciencia, Innovación y Universidades","keywords":"mHealth; Medicine; Physical therapy; Chronic pain; Systematic review; Psychological intervention; Quality of life (healthcare); Checklist; Randomized controlled trial; MEDLINE; Fibromyalgia; Psychiatry; Nursing; Psychology; Internal medicine","score_opus":0.08095764684824343,"score_gpt":0.42251507495443386,"score_spread":0.34155742810619044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318911843","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024286625,0.9780547,0.00038086678,0.0004225954,0.00011916638,0.018439561,0.00010167845,0.000049757593,0.0000029851074],"genre_scores_gemma":[0.005734856,0.9900386,0.0001199656,0.0005131222,0.00013452033,0.0024248143,0.00093628565,0.00006469675,0.00003317973],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9919442,0.0032720084,0.003105573,0.0007136105,0.00046881218,0.0004957835],"domain_scores_gemma":[0.99438626,0.002418715,0.0019392433,0.0004994725,0.00024492492,0.0005114038],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.017075298,0.00042539145,0.003912786,0.00021410213,0.00012693675,0.000011218049,0.000067837886,0.00027858105,0.000007801866],"category_scores_gemma":[0.0040828255,0.0002799466,0.00037321736,0.00050683686,0.00018584616,0.000081226644,0.00003999788,0.0004742218,0.0000015389501],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001418892,0.0003118679,0.0040200674,0.82653147,0.00004633557,6.312027e-8,0.00003410733,5.123611e-8,7.3776647e-9,0.00007298532,0.0000667334,0.16877441],"study_design_scores_gemma":[0.0030479666,0.0043940963,0.13132992,0.8588586,0.0009079286,0.0000010223329,0.00008269848,0.00009650457,1.8330405e-9,0.000060545553,0.00091271003,0.0003080381],"about_ca_topic_score_codex":0.00034812017,"about_ca_topic_score_gemma":0.00035220184,"teacher_disagreement_score":0.16846637,"about_ca_system_score_codex":0.00079296104,"about_ca_system_score_gemma":0.0012778215,"threshold_uncertainty_score":0.99996525},"labels":[],"label_agreement":null},{"id":"W4319150951","doi":"10.2196/44316","title":"Engagement and Utilization of a Complete Remote Digital Care Program for Musculoskeletal Pain Management in Urban and Rural Areas Across the United States: Longitudinal Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Minimal clinically important difference; Physical therapy; Rural area; Post-hoc analysis; Anxiety; Nursing; Psychiatry; Randomized controlled trial","score_opus":0.09552142762837243,"score_gpt":0.44907432098591304,"score_spread":0.3535528933575406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319150951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881767,0.0003555259,0.00017104374,0.0018464318,0.000046230696,0.009172824,0.0001360623,0.00007801689,0.0000171607],"genre_scores_gemma":[0.9959325,0.0010522989,0.0001924334,0.00044051418,0.00006041685,0.00035477718,0.001928817,0.000021616499,0.00001661828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979762,0.0002030508,0.00062632776,0.0003402712,0.00031301478,0.00054114935],"domain_scores_gemma":[0.9990061,0.0002175488,0.00020354011,0.00019578473,0.0001151092,0.00026193127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019380738,0.00018243594,0.00037293058,0.00024739813,0.00032225804,0.00003515171,0.000046937093,0.000040744966,0.000002162989],"category_scores_gemma":[0.0000635207,0.0001348752,0.000025549529,0.00062018767,0.00011206146,0.00007439581,0.00007593019,0.00017286354,3.2566072e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031584303,0.00015546706,0.6616001,0.0049042525,0.000042326254,0.000008181733,0.013915426,0.0000016667623,2.465181e-7,0.00006713417,0.00045472287,0.31853464],"study_design_scores_gemma":[0.0044719274,0.0045049163,0.89589936,0.00013760595,0.00010197848,0.000005397218,0.08602835,0.0038435778,1.9155627e-7,0.000070443086,0.0048479647,0.000088293506],"about_ca_topic_score_codex":0.00094249035,"about_ca_topic_score_gemma":0.00052281807,"teacher_disagreement_score":0.31844637,"about_ca_system_score_codex":0.0000909895,"about_ca_system_score_gemma":0.00008054169,"threshold_uncertainty_score":0.5500051},"labels":[],"label_agreement":null},{"id":"W4319151392","doi":"10.2196/44123","title":"The Feasibility of Using Smartphone Sensors to Track Insomnia, Depression, and Anxiety in Adults and Young Adults: Narrative Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Psychology; Insomnia; Narrative; Clinical psychology; Psychiatry","score_opus":0.14715372575607494,"score_gpt":0.5044437939039995,"score_spread":0.3572900681479246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319151392","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09041069,0.901761,8.47434e-7,0.00052655267,0.000674662,0.0059898426,0.00044289607,0.00004316898,0.00015033474],"genre_scores_gemma":[0.0064779264,0.99198467,0.00007858629,0.00036256728,0.000079248064,0.0006863618,0.000059147154,0.00006645602,0.00020502141],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9941874,0.0012010355,0.0023981081,0.0010819634,0.00028502694,0.0008464508],"domain_scores_gemma":[0.9968205,0.0004997939,0.0011235155,0.0006415999,0.000119153745,0.0007954112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020351973,0.0005123487,0.00202214,0.0002599469,0.0003884114,0.00003448329,0.00021199071,0.00033333903,0.000012093238],"category_scores_gemma":[0.00026491642,0.0003695639,0.00016648254,0.0009286083,0.00024608,0.00012560259,0.00019810205,0.00077937735,0.000016341224],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027269867,0.00020373799,0.0020361273,0.2596211,0.000025188096,0.000005871209,0.0033775293,2.3638087e-8,6.7849246e-9,0.000084825755,0.0012273685,0.7331455],"study_design_scores_gemma":[0.0035175784,0.002253514,0.080111176,0.71142626,0.0004902826,0.0005494257,0.0062901825,0.00002024992,1.3540492e-7,0.0003672638,0.1938489,0.0011250161],"about_ca_topic_score_codex":0.0018902218,"about_ca_topic_score_gemma":0.0028088253,"teacher_disagreement_score":0.7320205,"about_ca_system_score_codex":0.0003175072,"about_ca_system_score_gemma":0.00041290428,"threshold_uncertainty_score":0.9998756},"labels":[],"label_agreement":null},{"id":"W4319782704","doi":"10.2196/43033","title":"The Effect of Periodic Email Prompts on Participant Engagement With a Behavior Change mHealth App: Longitudinal Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Attrition; Psychology; Medicine; Gerontology; Psychological intervention; Nursing","score_opus":0.27260801474090207,"score_gpt":0.5198375944354788,"score_spread":0.24722957969457676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319782704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95515794,0.00096041756,0.000010090024,0.005418098,0.0006212411,0.036979325,0.00010064614,0.00045175396,0.0003005157],"genre_scores_gemma":[0.8468652,0.0023424686,0.000042518277,0.0012081764,0.00049502065,0.14854988,0.00006554201,0.00008647076,0.0003447513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9897436,0.0031905153,0.002013762,0.0010964861,0.0010512345,0.002904384],"domain_scores_gemma":[0.9927686,0.0026137254,0.0012390654,0.0012745091,0.00022939593,0.0018747147],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009056489,0.0005817603,0.0011800288,0.00041525348,0.0064296047,0.000029803128,0.00041672552,0.00025782883,0.000062915955],"category_scores_gemma":[0.00021825595,0.00035566115,0.00009038382,0.0014412213,0.0003007168,0.00012368064,0.00020101487,0.001827359,0.00028258993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035092223,0.0009201922,0.8550661,0.011181693,0.00005394599,0.000030612173,0.011980483,0.0000039360953,0.0000033093827,0.00245517,0.006114164,0.10868114],"study_design_scores_gemma":[0.0046246834,0.012813057,0.95296514,0.00043234098,0.00027036353,0.0000069240173,0.0048882663,0.00011175369,0.0000027674146,0.00003296571,0.02358523,0.00026648765],"about_ca_topic_score_codex":0.0020508869,"about_ca_topic_score_gemma":0.0023365533,"teacher_disagreement_score":0.11157056,"about_ca_system_score_codex":0.00037197475,"about_ca_system_score_gemma":0.0018685793,"threshold_uncertainty_score":0.99988955},"labels":[],"label_agreement":null},{"id":"W4320022447","doi":"10.2196/43522","title":"Mobile Health Apps for Breast Cancer: Content Analysis and Quality Assessment","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Mobile apps; Internet privacy; mHealth; Quality (philosophy); Breast cancer; Medicine; World Wide Web; Computer science; Cancer; Nursing; Psychological intervention","score_opus":0.24100621214117682,"score_gpt":0.5610899405409844,"score_spread":0.3200837283998076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320022447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8685175,0.011022457,0.0051025627,0.06042747,0.0015282339,0.04118204,0.010008049,0.0014704845,0.00074121205],"genre_scores_gemma":[0.7854884,0.074599154,0.0018203841,0.020868527,0.0006620361,0.11377397,0.00089288474,0.000097685705,0.0017969138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9920179,0.0011497377,0.0024834818,0.0012437395,0.00051028875,0.0025948402],"domain_scores_gemma":[0.9930022,0.0013336106,0.0013992123,0.0007685166,0.0004268779,0.003069581],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0062482553,0.00045313794,0.0015639359,0.0008015875,0.004121896,0.000030487265,0.00022699598,0.00036339782,0.00014739473],"category_scores_gemma":[0.00006931115,0.00041162776,0.00017608899,0.002180857,0.00017620753,0.00015299344,0.00016505686,0.0009804277,0.000042743522],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045272763,0.00026729147,0.43248108,0.020039985,0.0001768708,7.9989337e-7,0.0028190312,0.000016291477,0.00001691965,0.03280342,0.023987072,0.4869385],"study_design_scores_gemma":[0.0026417328,0.0005787481,0.8858385,0.00017528085,0.00019905402,0.00000285675,0.0038837765,0.0014570942,4.4724112e-7,0.0007138579,0.10419359,0.00031506526],"about_ca_topic_score_codex":0.010294987,"about_ca_topic_score_gemma":0.0052335067,"teacher_disagreement_score":0.48662344,"about_ca_system_score_codex":0.000850325,"about_ca_system_score_gemma":0.0047071804,"threshold_uncertainty_score":0.9998336},"labels":[],"label_agreement":null},{"id":"W4320069463","doi":"10.2196/41275","title":"The Relationship Between How Participants Articulate Their Goals and Accomplishments and Weight Loss Outcomes: Secondary Analysis of a Pilot of a Web-Based Weight Loss Intervention","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Weight loss; Overweight; Psychological intervention; Weight management; Intervention (counseling); Gerontology; Obesity; Medicine; Psychology; Conversation; Nursing","score_opus":0.17174924416071574,"score_gpt":0.4708402414731101,"score_spread":0.29909099731239436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320069463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9788583,0.0017453812,0.00012116035,0.015181275,0.00022124914,0.0030525832,0.0006342614,0.00010869001,0.00007712462],"genre_scores_gemma":[0.99304676,0.002705761,0.000092343405,0.0008452524,0.00009070774,0.0027165534,0.00024251433,0.00003762177,0.00022245587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943317,0.0012808486,0.0020001929,0.0006321541,0.0003954058,0.0013597042],"domain_scores_gemma":[0.99091583,0.0054136207,0.0015534123,0.00070541434,0.00024163783,0.0011700799],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040188036,0.00033779893,0.0011410255,0.00070324895,0.0017986107,0.000023353197,0.00021290864,0.0002552451,0.000039271024],"category_scores_gemma":[0.0003893755,0.00023885643,0.0001398307,0.0017897675,0.00040543271,0.00017570946,0.00016481998,0.0007789026,0.000011983389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025238245,0.00012556165,0.9783335,0.0041242507,0.0001604871,0.0000010250031,0.0011787575,0.0000027150995,0.0000038358826,0.0031689988,0.0009606993,0.011687785],"study_design_scores_gemma":[0.0031368232,0.00033651068,0.98835766,0.00030401166,0.0004869543,7.204507e-7,0.00082101143,0.0009952582,0.0000034603318,0.0015485499,0.0038496135,0.00015942536],"about_ca_topic_score_codex":0.00045821944,"about_ca_topic_score_gemma":0.00089038076,"teacher_disagreement_score":0.014336023,"about_ca_system_score_codex":0.0001321871,"about_ca_system_score_gemma":0.0009537841,"threshold_uncertainty_score":0.99950093},"labels":[],"label_agreement":null},{"id":"W4321002251","doi":"10.2196/44468","title":"Clinic-Integrated Smartphone App (JomPrEP) to Improve Uptake of HIV Testing and Pre-exposure Prophylaxis Among Men Who Have Sex With Men in Malaysia: Mixed Methods Evaluation of Usability and Acceptability","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Fogarty International Center; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse","keywords":"mHealth; Medicine; Men who have sex with men; Usability; Referral; Pre-exposure prophylaxis; Family medicine; Digital health; Psychological intervention; System usability scale; Human immunodeficiency virus (HIV); Gerontology; Health care; Nursing; Heuristic evaluation","score_opus":0.07201101712025526,"score_gpt":0.4496742688957494,"score_spread":0.37766325177549415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321002251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933824,0.00024844037,0.00025936935,0.0004544828,0.0000120762825,0.0039244546,0.00011398332,0.00004173286,0.0015630776],"genre_scores_gemma":[0.99135685,0.00010198766,0.0068463176,0.000021339922,0.000032856035,0.0004296515,0.000043470776,0.000022579203,0.001144944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99579793,0.0012255782,0.0011796819,0.0006855336,0.0005710101,0.0005402645],"domain_scores_gemma":[0.9972498,0.00063214824,0.0003440012,0.00046205637,0.0006481844,0.0006638557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0105499225,0.00022019728,0.00083728577,0.00035383643,0.00011452666,0.000019301076,0.000084572064,0.00016157901,0.00007796001],"category_scores_gemma":[0.0030646424,0.00016682944,0.000047918114,0.00096146076,0.00033038724,0.00014604746,0.00011746619,0.0004845381,0.000001175102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009291168,0.00027516685,0.67325544,0.003878016,0.000031355812,0.0000011648007,0.002239817,0.000008497726,0.0007530097,0.0000025745876,0.00077094097,0.3178549],"study_design_scores_gemma":[0.0027891393,0.009075896,0.9064045,0.0003201716,0.00007805729,0.000004762792,0.0039639873,0.07662344,0.0005163389,0.00009563204,0.000025697213,0.000102394646],"about_ca_topic_score_codex":0.0033665672,"about_ca_topic_score_gemma":0.0011983641,"teacher_disagreement_score":0.31775254,"about_ca_system_score_codex":0.00017419473,"about_ca_system_score_gemma":0.0008474963,"threshold_uncertainty_score":0.6803107},"labels":[],"label_agreement":null},{"id":"W4321370009","doi":"10.2196/40736","title":"Associations Between Product Type and Intensity of Tobacco and Cannabis Co-use on the Same Day Among Young Adult Smokers: Smartphone-Based Daily-Diary Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Center for Tobacco Products; National Institute of Mental Health; University of Chicago; National Cancer Institute; National Heart, Lung, and Blood Institute; Tobacco-Related Disease Research Program","keywords":"Cannabis; Medicine; Environmental health; Tobacco use; Tobacco product; Young adult; Psychiatry; Gerontology; Population","score_opus":0.0692088771140426,"score_gpt":0.38112333830632716,"score_spread":0.31191446119228455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321370009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527595,0.0002337882,7.354682e-7,0.044497997,0.000117234515,0.0020320597,0.00023374666,0.00006266575,0.00006229046],"genre_scores_gemma":[0.996178,0.00046685,0.000008582253,0.0017436121,0.0001961782,0.00009554875,0.00015899011,0.000028672333,0.001123567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975948,0.0003724991,0.00046786314,0.00048513795,0.00053075666,0.0005489519],"domain_scores_gemma":[0.99801934,0.0001829641,0.00021221329,0.00044140988,0.0005230537,0.00062100124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023212754,0.00020040537,0.00056483276,0.00026734077,0.00047355672,0.000057210098,0.000082110295,0.000100520454,0.000010147114],"category_scores_gemma":[0.0015047741,0.0001415966,0.000037589492,0.00083150715,0.00027457313,0.000086120366,0.000072729374,0.00054823235,0.0000036023562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002905843,0.00016652056,0.8974596,0.00039483208,0.000040784296,0.000008775048,0.0028679925,5.490833e-7,0.000015781818,0.000030075778,0.09593531,0.0027891481],"study_design_scores_gemma":[0.0013640807,0.0013290793,0.9937906,0.00008897004,0.00008624672,0.0000032484736,0.0024076006,0.000063383915,0.000041592764,0.000019281224,0.0006912429,0.000114663024],"about_ca_topic_score_codex":0.014655676,"about_ca_topic_score_gemma":0.0025898123,"teacher_disagreement_score":0.096330956,"about_ca_system_score_codex":0.00016149026,"about_ca_system_score_gemma":0.00092548784,"threshold_uncertainty_score":0.9919058},"labels":[],"label_agreement":null},{"id":"W4321448639","doi":"10.2196/37347","title":"Health Monitoring Using Smart Home Technologies: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institute of Aging; University of Toronto; University of Waterloo; Research Institute for Aging; University Health Network","funders":"Mitacs","keywords":"CINAHL; Interoperability; Health care; mHealth; Telemedicine; Home automation; Scopus; Internet privacy; Computer science; Medicine; Data science; MEDLINE; World Wide Web; Nursing; Telecommunications; Political science; Psychological intervention","score_opus":0.18413321170606756,"score_gpt":0.43914948786294516,"score_spread":0.2550162761568776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321448639","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39974514,0.4061399,0.07262029,0.08955024,0.0078776665,0.010743991,0.00004857628,0.012870368,0.00040381443],"genre_scores_gemma":[0.8930748,0.099780716,0.004044191,0.0024548832,0.00027682722,0.0002744505,0.000007900368,0.00003982048,0.000046378173],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99676096,0.00029969806,0.0007697705,0.0006228548,0.000420784,0.0011259074],"domain_scores_gemma":[0.9979607,0.00034010483,0.0004749593,0.00066949567,0.00008697497,0.00046775406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022181976,0.00024135312,0.00071346486,0.00042457678,0.0006207681,0.000108701024,0.00044941707,0.0001101635,0.0000015798586],"category_scores_gemma":[0.00015598233,0.00023831619,0.000064981214,0.001800877,0.00005013995,0.0007190145,0.00035657134,0.00036468322,0.00007981941],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008455223,0.000086614426,0.031787876,0.074024245,0.000016688968,0.000015678906,0.0014989409,0.0000023665148,0.000021185278,0.0006924731,0.0032291745,0.8886163],"study_design_scores_gemma":[0.0057033673,0.002644925,0.22604603,0.70830303,0.00011974832,0.0020013778,0.0058001573,0.021717628,0.00047910307,0.003385323,0.018605333,0.005193972],"about_ca_topic_score_codex":0.00028852027,"about_ca_topic_score_gemma":0.000025851108,"teacher_disagreement_score":0.8834223,"about_ca_system_score_codex":0.00030024204,"about_ca_system_score_gemma":0.0010591852,"threshold_uncertainty_score":0.9718252},"labels":[],"label_agreement":null},{"id":"W4321491752","doi":"10.2196/42023","title":"Community Health Worker Use of Smart Devices for Health Promotion: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; Alexander von Humboldt-Stiftung; Wellcome Trust; European Commission; Deutsche Forschungsgemeinschaft; World Health Organization","keywords":"Health promotion; Health literacy; mHealth; Credibility; Community health; Public relations; Nursing; Psychology; Public health; Medicine; Internet privacy; Knowledge management; Psychological intervention; Health care; Computer science; Political science","score_opus":0.32797213208121895,"score_gpt":0.5585876742771689,"score_spread":0.23061554219594999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321491752","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16838324,0.14421745,0.0035160733,0.53190064,0.003463035,0.14217341,0.0025112152,0.0029839166,0.00085102953],"genre_scores_gemma":[0.12643415,0.5827397,0.008442633,0.20726869,0.0011838508,0.0688487,0.002575409,0.0003708077,0.0021360265],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9878032,0.003804316,0.004099636,0.0008414027,0.0005826131,0.002868784],"domain_scores_gemma":[0.98957086,0.0028231924,0.0030640685,0.0013497071,0.0005702642,0.0026218903],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011729245,0.00050936255,0.0020261016,0.0005200909,0.005916679,0.000020949594,0.00040063157,0.00033705126,0.000097635835],"category_scores_gemma":[0.0007474604,0.00048060447,0.00017609514,0.0019381413,0.00020590304,0.00034203252,0.00023584606,0.0017593934,0.00010850774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030497054,0.000527124,0.022780614,0.54554135,0.000023920726,5.2604025e-7,0.0023077908,0.000003825492,0.0000013588912,0.004920909,0.28315663,0.140431],"study_design_scores_gemma":[0.0051137903,0.0053337268,0.2624317,0.22478399,0.000114203634,0.000019153595,0.002555173,0.000471779,0.0000018523835,0.0014025719,0.4968734,0.00089865486],"about_ca_topic_score_codex":0.004024135,"about_ca_topic_score_gemma":0.012223066,"teacher_disagreement_score":0.43852228,"about_ca_system_score_codex":0.00061549427,"about_ca_system_score_gemma":0.011347746,"threshold_uncertainty_score":0.99976456},"labels":[],"label_agreement":null},{"id":"W4321611486","doi":"10.2196/40416","title":"Clinical Study of a Wearable Remote Rehabilitation Training System for Patients With Stroke: Randomized Controlled Pilot Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Medicine; Physical therapy; Randomized controlled trial; Physical medicine and rehabilitation; Stroke (engine); Clinical trial; Wearable computer; Computer science; Surgery","score_opus":0.06998268347598967,"score_gpt":0.4130720628121884,"score_spread":0.3430893793361987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321611486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736443,0.00011033807,0.00012386293,0.00064071466,0.0007555553,0.024418179,0.000028629214,0.00011785323,0.00016057675],"genre_scores_gemma":[0.99674165,0.00009725553,0.0015758707,0.00009664863,0.0002479517,0.0008893804,0.000030816067,0.000028732731,0.00029166933],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99588734,0.0010423666,0.0018033645,0.0004129408,0.00046757646,0.0003864159],"domain_scores_gemma":[0.9907088,0.0075603453,0.000744899,0.00025078742,0.0003764818,0.00035868664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062766457,0.0001833558,0.0024746896,0.00034136954,0.00016855125,0.000011932547,0.000044997003,0.00010486446,0.0000044599515],"category_scores_gemma":[0.0027839057,0.00011570395,0.00025240492,0.00033572366,0.00013161675,0.000057798483,0.000011334987,0.0002153169,0.0000026828984],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9607675,0.0013896642,0.022320056,0.002831231,0.00017423398,6.967554e-7,0.002906321,0.0000052666355,0.0000011286526,0.00007245951,0.00019511618,0.0093363095],"study_design_scores_gemma":[0.84314656,0.048605796,0.09646237,0.00040338046,0.0004079738,9.439838e-7,0.009131998,0.0016729212,1.0686056e-7,0.000023300212,0.000062968174,0.00008167489],"about_ca_topic_score_codex":0.00008808543,"about_ca_topic_score_gemma":0.000019718515,"teacher_disagreement_score":0.11762095,"about_ca_system_score_codex":0.00009007716,"about_ca_system_score_gemma":0.0006636384,"threshold_uncertainty_score":0.47182703},"labels":[],"label_agreement":null},{"id":"W4322485612","doi":"10.2196/44104","title":"Associations Between Social Cognitive Determinants and Movement-Related Behaviors in Studies Using Ecological Momentary Assessment Methods: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"PsycINFO; Psychology; Social cognitive theory; Cognition; Checklist; Social cognition; Developmental psychology; MEDLINE; Cognitive psychology","score_opus":0.45300029384258605,"score_gpt":0.6236046965739269,"score_spread":0.17060440273134087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322485612","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012209051,0.97737604,0.000004239292,0.0005760317,0.00011230371,0.009123084,0.0005105386,0.0000705569,0.000018141824],"genre_scores_gemma":[0.00047315258,0.99673516,0.00025883416,0.0010183513,0.0001513532,0.00093556417,0.0003291022,0.000055658078,0.000042843214],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9930361,0.002547294,0.0024760857,0.0007128517,0.00041900523,0.00080865837],"domain_scores_gemma":[0.99511456,0.0023782433,0.0017255687,0.00016897633,0.000108128974,0.0005045147],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038211436,0.0005353308,0.008138798,0.0003573415,0.0005380967,0.000020640511,0.00008605101,0.00044671883,0.0000069652406],"category_scores_gemma":[0.00043049236,0.00040386646,0.00026918817,0.00078459794,0.00014833208,0.00010973832,0.00017557603,0.0013752454,0.000007640643],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005253167,0.00046067688,0.00064474554,0.9274554,0.00031400335,0.000029027293,0.00041614653,2.9245868e-9,4.002714e-8,0.00002757698,0.000049145277,0.07059797],"study_design_scores_gemma":[0.001518245,0.0012221825,0.053221047,0.9192317,0.022466782,0.000031901884,0.0007850543,0.00001980735,5.6732873e-8,0.00060542324,0.00029566608,0.0006021126],"about_ca_topic_score_codex":0.00022505953,"about_ca_topic_score_gemma":0.00007536755,"teacher_disagreement_score":0.06999586,"about_ca_system_score_codex":0.0018311508,"about_ca_system_score_gemma":0.0014279046,"threshold_uncertainty_score":0.99984133},"labels":[],"label_agreement":null},{"id":"W4322758297","doi":"10.2196/39055","title":"Critical Criteria and Countermeasures for Mobile Health Developers to Ensure Mobile Health Privacy and Security: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shiraz University of Technology; Shiraz University; Shiraz University of Medical Sciences","keywords":"mHealth; Confidentiality; Computer science; Content validity; Internet privacy; Reliability (semiconductor); Computer security; Psychology; Medicine; Psychometrics; Nursing; Clinical psychology","score_opus":0.13273981771800977,"score_gpt":0.5790040391153475,"score_spread":0.4462642213973377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322758297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86525196,0.015219847,0.0031910392,0.03786177,0.0022951567,0.07344545,0.0014092689,0.0011429202,0.00018259228],"genre_scores_gemma":[0.760192,0.0152191585,0.020674774,0.037980616,0.0007929233,0.16437407,0.000278926,0.00022581499,0.0002617223],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9866225,0.0039219344,0.0029328424,0.0020398975,0.00064031826,0.0038424924],"domain_scores_gemma":[0.9885991,0.0036658242,0.0007849331,0.0009934998,0.00061814685,0.005338446],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013406344,0.0007758693,0.002038751,0.0007041985,0.0061135176,0.000100908925,0.00036228923,0.0004642313,0.000053656997],"category_scores_gemma":[0.0011286364,0.0007424073,0.0000871588,0.0013483769,0.00029601812,0.00031383627,0.0005031437,0.0013909389,0.000056446843],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010271708,0.000984473,0.016988927,0.04090582,0.000058094636,0.0000061526503,0.09013588,0.000003474141,0.000023819872,0.008149549,0.15233797,0.6893787],"study_design_scores_gemma":[0.0051685553,0.012306733,0.14022653,0.0008695726,0.00007779248,0.000039149032,0.05942413,0.00074303907,0.000003125696,0.0036870937,0.7765447,0.0009096111],"about_ca_topic_score_codex":0.0021902751,"about_ca_topic_score_gemma":0.0014837526,"teacher_disagreement_score":0.68846905,"about_ca_system_score_codex":0.0007014358,"about_ca_system_score_gemma":0.0059061386,"threshold_uncertainty_score":0.99972945},"labels":[],"label_agreement":null},{"id":"W4323339524","doi":"10.2196/41345","title":"Mental Health in Urban Environments: Uncovering the Black Box of Person-Place Interactions Requires Interdisciplinary Approaches","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Mental health; Psychosocial; Field (mathematics); Data science; Built environment; Applied psychology; Psychology; Computer science; Artificial intelligence; Ecology","score_opus":0.07117797489807837,"score_gpt":0.34279506212284,"score_spread":0.27161708722476163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323339524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94907844,0.00048849965,0.00003960848,0.047525164,0.00020476007,0.0010341775,0.000061177736,0.000053528274,0.0015146686],"genre_scores_gemma":[0.99510825,0.0015923602,0.00016105892,0.0013937239,0.00009043596,0.000071150505,0.0000529866,0.00003082035,0.0014992041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974837,0.00024749213,0.0005838614,0.00051425496,0.00034048388,0.0008302363],"domain_scores_gemma":[0.9987582,0.00011879675,0.000345767,0.00038291735,0.0000021699575,0.0003921296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011437875,0.00023345982,0.00038036855,0.00015710838,0.0005631805,0.000020787918,0.00025380508,0.00006941181,0.00014234545],"category_scores_gemma":[0.000010214514,0.00018374837,0.000063674284,0.00060814206,0.00040763625,0.00030144528,0.00041698405,0.00045235432,0.00014775939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046787664,0.00059089734,0.6535859,0.0011395452,0.000027960421,0.000007094626,0.11619586,0.0010182526,0.00016132595,0.00049266394,0.19972841,0.026584193],"study_design_scores_gemma":[0.0012106393,0.00081979675,0.9242456,0.00023631287,0.00001455515,0.000019974099,0.034458574,0.006968068,0.000014095746,0.0003223478,0.0313545,0.0003355395],"about_ca_topic_score_codex":0.0029244556,"about_ca_topic_score_gemma":0.007989235,"teacher_disagreement_score":0.2706597,"about_ca_system_score_codex":0.00074891327,"about_ca_system_score_gemma":0.0001320585,"threshold_uncertainty_score":0.7493041},"labels":[],"label_agreement":null},{"id":"W4323339559","doi":"10.2196/40834","title":"Willingness to Use and Pay for Digital Health Care Services According to 4 Scenarios: Results from a National Survey","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy; Korea Health Promotion Institute","keywords":"Psychological intervention; Willingness to pay; Medicine; Public health; Service (business); Digital health; mHealth; Health communication; Health management system; Health care; Environmental health; Family medicine; Psychology; Business; Nursing; Marketing; Alternative medicine","score_opus":0.15385591887868907,"score_gpt":0.4840362820482767,"score_spread":0.33018036316958765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323339559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9153569,0.0006001411,0.00056015246,0.04487007,0.0010559647,0.014477578,0.022326913,0.0005958034,0.0001564825],"genre_scores_gemma":[0.92826146,0.0015116152,0.0021961536,0.05089107,0.0009224538,0.009417048,0.0063339625,0.000116468305,0.00034975325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930839,0.0005675125,0.00199468,0.0014513243,0.0006181542,0.0022844255],"domain_scores_gemma":[0.9890085,0.0047369977,0.0006972632,0.00059450814,0.0009735628,0.0039891936],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003415832,0.00045309597,0.00090146245,0.0005248453,0.0036197484,0.00014928132,0.0003065345,0.00034194897,0.000006953999],"category_scores_gemma":[0.0013418789,0.0003953729,0.000058473004,0.0014539246,0.00004550715,0.00044660398,0.00029684848,0.0007317921,0.0001999451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005896527,0.00021337652,0.66503155,0.019901179,0.00004155649,0.0000029562975,0.042240646,0.00013382641,0.000007873707,0.002913071,0.12847708,0.13514033],"study_design_scores_gemma":[0.0029069055,0.0005340411,0.7009912,0.000679476,0.000011878897,0.0000013894432,0.007762063,0.0006228965,4.7461177e-7,0.00048311948,0.28564414,0.000362407],"about_ca_topic_score_codex":0.018651105,"about_ca_topic_score_gemma":0.013781934,"teacher_disagreement_score":0.15716706,"about_ca_system_score_codex":0.00070666615,"about_ca_system_score_gemma":0.004417702,"threshold_uncertainty_score":0.9998498},"labels":[],"label_agreement":null},{"id":"W4323339571","doi":"10.2196/40427","title":"Characterization of Self-reported Improvements in Knowledge and Health Among Users of Flo Period Tracking App: Cross-sectional Survey","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Residence; Pregnancy; Menstrual cycle; Reproductive health; Medicine; mHealth; Cross-sectional study; Tracking (education); Environmental health; Gerontology; Family medicine; Demography; Psychology; Psychological intervention; Population; Nursing; Biology","score_opus":0.13227333807317426,"score_gpt":0.4840739608829244,"score_spread":0.35180062280975016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323339571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99217993,0.00047474864,0.000058859507,0.0006275843,0.0005778955,0.0053511746,0.00038737248,0.00020995967,0.00013246956],"genre_scores_gemma":[0.98989606,0.005769575,0.00011621883,0.0006240218,0.00016329659,0.0022303143,0.0009488569,0.00005861423,0.00019307085],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99323153,0.0009841246,0.0032063194,0.0007806803,0.0004068868,0.0013904766],"domain_scores_gemma":[0.99540544,0.00045827,0.0021211847,0.0004615741,0.00048008072,0.0010734567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0075163827,0.0003145489,0.00093468506,0.00078244193,0.0010701567,0.000014039211,0.00016958358,0.00040757735,0.000038672733],"category_scores_gemma":[0.0001799432,0.00032290182,0.000054026892,0.0016175214,0.00018748698,0.0002626751,0.00012980554,0.0008425147,0.000014401428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001758117,0.00024570758,0.9744285,0.011249824,0.000016611213,8.0550814e-7,0.00401849,0.0000018459876,0.00017265645,0.00047585883,0.00019314371,0.009020743],"study_design_scores_gemma":[0.0023262356,0.00030506257,0.9943565,0.00028031823,0.000010334649,0.0000029729986,0.00039590118,0.00079969206,0.000010670755,0.00007192465,0.0012713565,0.00016899919],"about_ca_topic_score_codex":0.0050353794,"about_ca_topic_score_gemma":0.0047323382,"teacher_disagreement_score":0.019928029,"about_ca_system_score_codex":0.00043274835,"about_ca_system_score_gemma":0.003933915,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W4323811402","doi":"10.2196/41804","title":"Effects of a Mobile-Based Intervention for Parents of Children With Crying, Sleeping, and Feeding Problems: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Infant Health and Development","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Crying; Randomized controlled trial; Feeling; Psychology; Intervention (counseling); Psychoeducation; Clinical psychology; Stressor; Medicine; Psychiatry; Social psychology","score_opus":0.03638710820203339,"score_gpt":0.41241190846564274,"score_spread":0.37602480026360935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323811402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563013,0.0013136953,0.0010357434,0.0003663332,0.0005200026,0.040255416,0.000039471597,0.00010370026,0.00006439054],"genre_scores_gemma":[0.9806291,0.0010024213,0.000765637,0.00049262325,0.00016844904,0.016714452,0.0001058007,0.000037973154,0.00008358398],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9950833,0.0010806753,0.0021668472,0.0004188978,0.0003575028,0.00089280563],"domain_scores_gemma":[0.99405694,0.003082258,0.0019676015,0.00017267793,0.00027086894,0.00044967842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059218137,0.00027681724,0.0021728247,0.00046388968,0.0006350604,0.0000074071395,0.000096004456,0.00022995222,0.0000089285995],"category_scores_gemma":[0.00061802834,0.0001930197,0.00017163841,0.0003493615,0.00014718717,0.00007866694,0.000050626855,0.00035331212,0.0000021570231],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93158436,0.0003130544,0.01812926,0.039283037,0.00015661378,5.0119206e-7,0.0053394004,0.0000111435165,0.000017227194,0.0005126221,0.00044384887,0.0042089475],"study_design_scores_gemma":[0.9721939,0.0027060586,0.01987534,0.0026056778,0.00023949581,8.399588e-7,0.00045300633,0.0013880361,0.000028712253,0.0002205421,0.00011506984,0.00017330347],"about_ca_topic_score_codex":0.00046014306,"about_ca_topic_score_gemma":0.000060910144,"teacher_disagreement_score":0.040609572,"about_ca_system_score_codex":0.00009417723,"about_ca_system_score_gemma":0.0011719827,"threshold_uncertainty_score":0.7871115},"labels":[],"label_agreement":null},{"id":"W4324292615","doi":"10.2196/43162","title":"Assessing the Pragmatic Nature of Mobile Health Interventions Promoting Physical Activity: Systematic Review and Meta-analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; PsycINFO; mHealth; Scopus; Meta-analysis; Random effects model; Health promotion; Medicine; Sample size determination; MEDLINE; Systematic review; Randomized controlled trial; Intervention (counseling); Behavioural sciences; Research design; Psychology; Gerontology; Public health; Nursing; Statistics","score_opus":0.29229990278161017,"score_gpt":0.609504008638011,"score_spread":0.31720410585640085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324292615","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004272201,0.9360004,0.00006562756,0.004529877,0.0001499734,0.058196794,0.0007276939,0.00022820872,0.000058684243],"genre_scores_gemma":[0.00035356838,0.8704854,0.000116269766,0.0029809894,0.00016656649,0.12498715,0.00030250428,0.00014573745,0.00046178288],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98013103,0.0101098465,0.0056840703,0.0014033761,0.0008185964,0.0018530732],"domain_scores_gemma":[0.978883,0.0065043475,0.0108059095,0.0019434295,0.0003761296,0.0014871464],"candidate_categories":["metaepi_narrow","metaepi_broad","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012962146,0.0010447898,0.017504137,0.00089582277,0.0030393281,0.00006949211,0.0006609314,0.0008428168,0.00006649535],"category_scores_gemma":[0.0009309504,0.00061456667,0.0025805149,0.0039786063,0.00025630504,0.0002707978,0.0004390078,0.0050133225,0.00005891109],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018009728,0.00022252768,0.0000025341776,0.9587882,0.0087995175,8.0763164e-7,0.0009592249,1.4272804e-7,4.007806e-9,0.00096416695,0.0008731345,0.029387897],"study_design_scores_gemma":[0.00026112382,0.00035422796,0.000062979096,0.26896277,0.6746103,0.000024822304,0.00095641555,0.0001271633,6.959378e-9,0.00018659698,0.053946257,0.000507278],"about_ca_topic_score_codex":0.0004537707,"about_ca_topic_score_gemma":0.00028859783,"teacher_disagreement_score":0.6898255,"about_ca_system_score_codex":0.00053947745,"about_ca_system_score_gemma":0.0054916814,"threshold_uncertainty_score":0.9996306},"labels":[],"label_agreement":null},{"id":"W4327894021","doi":"10.2196/45405","title":"Exploring Digital Biomarkers of Illness Activity in Mood Episodes: Hypotheses Generating and Model Development Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; Instituto de Salud Carlos III; Agència de Gestió d'Ajuts Universitaris i de Recerca; Fundación Bancaria Caixa d'Estalvis i Pensions de Barcelona; Centres de Recerca de Catalunya; Centro de Investigación Biomédica en Red de Salud Mental; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; European Regional Development Fund; European Commission; Ministerio de Ciencia, Innovación y Universidades; UK Research and Innovation","keywords":"Mood; Psychology; mHealth; Clinical psychology; Medicine; Psychiatry; Psychological intervention","score_opus":0.27055124152052934,"score_gpt":0.44074701778949327,"score_spread":0.17019577626896393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327894021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99740165,0.00011675706,0.000055823606,0.00027491662,0.00025787996,0.0009706747,0.000057371082,0.00008801832,0.00077691884],"genre_scores_gemma":[0.9988816,0.000037535185,0.00017875881,0.000043387237,0.000027173197,0.00064613996,0.000009601032,0.000029870665,0.00014595226],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979715,0.00012202417,0.0006295602,0.00046103876,0.00020587744,0.0006100484],"domain_scores_gemma":[0.9990366,0.0001996923,0.00021266367,0.00020451484,0.000026887186,0.00031962257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006842732,0.00019245241,0.00036750262,0.00040975306,0.00021938341,0.000041158717,0.00009465794,0.000050145893,0.000003590335],"category_scores_gemma":[0.000042671036,0.00018950393,0.00002995483,0.0004871741,0.000070427304,0.00042894887,0.0001208609,0.00017060751,0.000012586591],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004483946,0.0027119953,0.112276845,0.0024049408,0.000063687636,0.0000176991,0.053677253,0.00008133577,0.000026091944,0.0007450763,0.00007295346,0.8274737],"study_design_scores_gemma":[0.0024957785,0.0013353499,0.9603406,0.00035432124,0.000015858968,0.000013270081,0.027470099,0.0067637376,0.00011097336,0.0006581008,0.000060247585,0.00038163623],"about_ca_topic_score_codex":0.00036537324,"about_ca_topic_score_gemma":0.00041295393,"teacher_disagreement_score":0.84806377,"about_ca_system_score_codex":0.00013150877,"about_ca_system_score_gemma":0.00016642042,"threshold_uncertainty_score":0.7727746},"labels":[],"label_agreement":null},{"id":"W4327900083","doi":"10.2196/40420","title":"The Effectiveness of an eHealth Family-Based Intervention Program in Patients With Uncontrolled Type 2 Diabetes Mellitus (T2DM) in the Community Via WeChat: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Randomized controlled trial; Type 2 Diabetes Mellitus; Medicine; Worry; Physical therapy; Intervention (counseling); Family medicine; Health care; Diabetes mellitus; Anxiety; Nursing; Psychiatry; Internal medicine","score_opus":0.022356958548569023,"score_gpt":0.35507069526830387,"score_spread":0.33271373671973486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327900083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761886,0.00046774469,0.000009259296,0.00073631335,0.00035675403,0.022076553,0.0000028140096,0.00005642526,0.000105560655],"genre_scores_gemma":[0.9954199,0.00018765911,0.000033495045,0.00033891058,0.000051598625,0.0036733362,0.00026597542,0.000018737595,0.000010379383],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99074906,0.0072088414,0.0009051006,0.00021531267,0.0003909466,0.00053071865],"domain_scores_gemma":[0.99509907,0.0037107824,0.00047671192,0.00041024122,0.00015379084,0.00014939487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019297652,0.00020088715,0.0012982046,0.00034032817,0.00026499844,0.000037983296,0.0001623386,0.000085773834,0.0000020885896],"category_scores_gemma":[0.00053642446,0.00010194357,0.00012082925,0.0009205478,0.00016357022,0.00008973872,0.000021221127,0.00046087487,0.000002052859],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91747427,0.0030756826,0.03285687,0.0022945607,0.000060720493,4.4911715e-7,0.0006772122,0.000014170828,0.0000011055589,0.00013021861,0.000025051228,0.043389708],"study_design_scores_gemma":[0.57411176,0.0053218375,0.4166809,0.00028340204,0.0001073025,2.5231754e-8,0.0004356572,0.0025961164,0.0000012765202,0.00037874305,0.000024861922,0.00005809692],"about_ca_topic_score_codex":0.0007832242,"about_ca_topic_score_gemma":0.0004028902,"teacher_disagreement_score":0.38382405,"about_ca_system_score_codex":0.0001274438,"about_ca_system_score_gemma":0.00030168984,"threshold_uncertainty_score":0.66882193},"labels":[],"label_agreement":null},{"id":"W4361853025","doi":"10.2196/44513","title":"WeChat-Based HIV e-Report, a New Approach for HIV Serostatus Requests and Disclosures Among Men Who Have Sex With Men: Prospective Subgroup Analysis of a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Basic and Applied Basic Research Foundation of Guangdong Province; National Natural Science Foundation of China","keywords":"Serostatus; Medicine; Randomized controlled trial; Men who have sex with men; Family medicine; Human immunodeficiency virus (HIV); Viral load; Internal medicine","score_opus":0.02997979276946313,"score_gpt":0.3792141033175502,"score_spread":0.34923431054808707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361853025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9000893,0.0014669016,0.025853397,0.008529994,0.000028020515,0.048008267,0.00055474095,0.00024311253,0.015226237],"genre_scores_gemma":[0.9151573,0.0005579781,0.0014071203,0.00013426153,0.00024603162,0.006785265,0.0013083466,0.00006190173,0.07434176],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9960208,0.00057772495,0.0013124389,0.0006920081,0.00063243316,0.00076458283],"domain_scores_gemma":[0.99667656,0.00080896786,0.00073986576,0.00040388992,0.0002914259,0.0010792636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039049308,0.00030739754,0.003185782,0.0009689637,0.00026051703,0.00005640496,0.00007976939,0.00014298309,0.000034443594],"category_scores_gemma":[0.000857724,0.00019736127,0.0005032012,0.00094399846,0.00034386944,0.0001199321,0.000032553686,0.00031733085,9.277388e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91971356,0.0005394009,0.03747931,0.0021216613,0.002522629,0.000034529738,0.002034839,0.000024375136,0.000015209063,0.00039386944,0.0343505,0.00077009824],"study_design_scores_gemma":[0.7756367,0.0044219918,0.018777126,0.00018969094,0.0031085552,0.000010104142,0.0015214165,0.1959533,0.000021054648,0.00009672725,0.00009503898,0.00016834267],"about_ca_topic_score_codex":0.0016078178,"about_ca_topic_score_gemma":0.00054730463,"teacher_disagreement_score":0.19592893,"about_ca_system_score_codex":0.00012756264,"about_ca_system_score_gemma":0.0012009122,"threshold_uncertainty_score":0.8048159},"labels":[],"label_agreement":null},{"id":"W4361982604","doi":"10.2196/39515","title":"Incorporating Consumers’ Needs in Nutrition Apps to Promote and Maintain Use: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministerie van Landbouw, Natuur en Voedselkwaliteit","keywords":"Preprint; mHealth; Internet privacy; Computer science; Advertising; Business; Medicine; World Wide Web; Psychological intervention; Nursing","score_opus":0.1330216718015097,"score_gpt":0.523840234663522,"score_spread":0.39081856286201233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361982604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96445197,0.0008146436,0.0009925839,0.0127435615,0.00053523865,0.019774474,0.00008452181,0.0004285397,0.00017448752],"genre_scores_gemma":[0.9405661,0.004092587,0.016383862,0.0057211947,0.00030371192,0.032419134,0.00011535933,0.000095683,0.00030233222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99198973,0.0028648053,0.0019314621,0.00090431084,0.0003646804,0.0019449813],"domain_scores_gemma":[0.9947068,0.0016716323,0.0005816962,0.00059208384,0.00019415931,0.0022536344],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008400579,0.0003939296,0.0008796342,0.0014011803,0.0019520394,0.000039782986,0.00018547746,0.0003708478,0.000027227248],"category_scores_gemma":[0.0005446655,0.0003918294,0.00003500877,0.003147615,0.000101847596,0.00023807687,0.0002789443,0.0013781871,0.00013726749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079574285,0.0010983747,0.47468746,0.018422533,0.000020232044,0.000025726942,0.019508641,0.000005899221,0.0001135446,0.030847227,0.015181272,0.43929335],"study_design_scores_gemma":[0.0062093255,0.0014100355,0.8186955,0.0010753017,0.00004907849,0.000013444894,0.049574915,0.0014515058,0.0000043875043,0.005276082,0.11568599,0.0005544205],"about_ca_topic_score_codex":0.003855248,"about_ca_topic_score_gemma":0.0055919234,"teacher_disagreement_score":0.43873894,"about_ca_system_score_codex":0.00044776069,"about_ca_system_score_gemma":0.001487157,"threshold_uncertainty_score":0.9998534},"labels":[],"label_agreement":null},{"id":"W4361984316","doi":"10.2196/38342","title":"How Notifications Affect Engagement With a Behavior Change App: Results From a Micro-Randomized Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Division of Mathematical Sciences; National Institute on Drug Abuse; School for Public Health Research; Economic and Social Research Council; Medical Research Council; National Cancer Institute; National Institute on Alcohol Abuse and Alcoholism; National University of Singapore; British Heart Foundation; University College London; Public Health England; Department of Health and Social Care; National Institute for Health and Care Research; National Institute of Biomedical Imaging and Bioengineering; United Kingdom Clinical Research Collaboration; Wellcome Trust; National Institutes of Health; Cancer Research UK","keywords":"Affect (linguistics); Mood; Psychology; mHealth; Alcohol consumption; Smartphone app; Applied psychology; Internet privacy; Social psychology; Computer science; Alcohol; Psychological intervention; Psychiatry","score_opus":0.48158690463753556,"score_gpt":0.4977895225871517,"score_spread":0.016202617949616138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361984316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731871,0.00011784638,0.00021144559,0.018335449,0.00050785986,0.0065010814,0.00052703475,0.00026425224,0.00034796522],"genre_scores_gemma":[0.98800343,0.0003341777,0.00091159804,0.0013818102,0.00042078225,0.0048764576,0.0005438714,0.000021244492,0.0035066062],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958177,0.0006844789,0.0009867989,0.000671887,0.0012591326,0.0005799987],"domain_scores_gemma":[0.99628526,0.0017113732,0.0007060101,0.00065842026,0.00017835015,0.000460608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0069466103,0.00025524313,0.00066884526,0.000675399,0.0006831201,0.00063961116,0.0004213594,0.00010202159,0.00005239369],"category_scores_gemma":[0.00059951533,0.00016927742,0.00013303716,0.0013221663,0.00015426372,0.00065958325,0.0001224391,0.00029091764,0.0002644037],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6516441,0.0007626987,0.003831718,0.00020786774,0.000078380464,0.000046145913,0.032015197,0.000004930078,0.000054494172,0.0029551252,0.08339817,0.22500114],"study_design_scores_gemma":[0.7198822,0.00079014595,0.19686182,0.00007300522,0.00034547725,0.0000035861813,0.007135683,0.0015519115,0.00001675645,0.00051148055,0.072291,0.0005369386],"about_ca_topic_score_codex":0.00040377254,"about_ca_topic_score_gemma":0.00020747798,"teacher_disagreement_score":0.22446421,"about_ca_system_score_codex":0.00006788291,"about_ca_system_score_gemma":0.00017535183,"threshold_uncertainty_score":0.6902933},"labels":[],"label_agreement":null},{"id":"W4362465769","doi":"10.2196/44765","title":"Smartphone and Mobile App Use Among Physicians in Clinical Practice: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Lee Kong Chian School of Medicine, Nanyang Technological University; Nanyang Technological University","keywords":"mHealth; Mobile apps; Smartphone app; Medicine; Computer science; Internet privacy; Psychology; Psychological intervention; World Wide Web; Nursing","score_opus":0.15736549173829956,"score_gpt":0.5648881935518568,"score_spread":0.40752270181355726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362465769","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88765943,0.05736057,0.00007103166,0.022309544,0.001301936,0.028608136,0.00011087544,0.0008102602,0.0017682146],"genre_scores_gemma":[0.1350605,0.77375716,0.0010513776,0.05993369,0.0008663936,0.028222686,0.00020553767,0.00010668674,0.00079595187],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9915149,0.0019775294,0.0030503932,0.00105616,0.00042823903,0.0019727775],"domain_scores_gemma":[0.9916621,0.0044360072,0.0012803278,0.00076220924,0.00023862261,0.0016207184],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0075388686,0.00036152202,0.0012242974,0.0003446645,0.0014679664,0.000024205836,0.00018186406,0.0004472063,0.000060241546],"category_scores_gemma":[0.0015175354,0.00035034207,0.00007628381,0.0015367598,0.00025135803,0.0005316122,0.0002772506,0.0020075357,0.00031381653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031536628,0.00047416313,0.29939628,0.14315818,0.000014746688,0.00003044575,0.0027901065,0.0000034211369,0.0000017152589,0.0019111927,0.08954478,0.4623596],"study_design_scores_gemma":[0.0026857362,0.00044168998,0.81040245,0.04205396,0.00007792923,0.0000113132,0.0017238975,0.00031660937,1.8407998e-7,0.00025781925,0.14162323,0.00040515355],"about_ca_topic_score_codex":0.0016009132,"about_ca_topic_score_gemma":0.0016733397,"teacher_disagreement_score":0.75259894,"about_ca_system_score_codex":0.00020912167,"about_ca_system_score_gemma":0.0024440258,"threshold_uncertainty_score":0.99989486},"labels":[],"label_agreement":null},{"id":"W4362468721","doi":"10.2196/41117","title":"Collecting Food and Drink Intake Data With Voice Input: Development, Usability, and Acceptability Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"British Heart Foundation; Medical Research Council; National Institute for Health and Care Research","keywords":"Usability; Web application; Computer science; Applied psychology; Medicine; Psychology; World Wide Web; Human–computer interaction","score_opus":0.28624385338839625,"score_gpt":0.4897295490701982,"score_spread":0.20348569568180197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362468721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883647,0.00028117365,0.0000046434957,0.006450674,0.00066013716,0.003780834,0.00001741718,0.0001793685,0.00026104177],"genre_scores_gemma":[0.9972629,0.0005603294,0.0007964945,0.00032749196,0.00040360363,0.00058114436,0.000025243482,0.000019169289,0.000023630924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669623,0.00073774526,0.0005207324,0.00078927295,0.00048065215,0.00077537546],"domain_scores_gemma":[0.9962008,0.002187318,0.0002375448,0.0004079363,0.00012035182,0.0008460338],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005603604,0.00017619615,0.00034810096,0.00015771689,0.0025684498,0.00012359579,0.00025237113,0.00012808038,0.000016849819],"category_scores_gemma":[0.002227838,0.00016608911,0.0000068572886,0.0012694815,0.00041860508,0.00037611526,0.00028239843,0.00035661244,0.0000054563848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042805033,0.0001240495,0.79727256,0.00054490915,0.0000074025324,5.0414667e-7,0.12185911,5.783569e-8,1.4790736e-7,0.000104255654,0.00017621905,0.07986797],"study_design_scores_gemma":[0.0005694907,0.0004202063,0.927017,0.000025054138,0.00001807386,0.0000015105314,0.060644653,0.00002584951,4.585886e-7,0.0002198161,0.010911981,0.00014591852],"about_ca_topic_score_codex":0.010669296,"about_ca_topic_score_gemma":0.09698322,"teacher_disagreement_score":0.12974441,"about_ca_system_score_codex":0.00031666525,"about_ca_system_score_gemma":0.003122997,"threshold_uncertainty_score":0.99873006},"labels":[],"label_agreement":null},{"id":"W4362714751","doi":"10.2196/43990","title":"Using Smartphone Survey and GPS Data to Inform Smoking Cessation Intervention Delivery: Case Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Drug Abuse; National Institutes of Health","keywords":"Global Positioning System; Smoking cessation; Intervention (counseling); Medicine; mHealth; Family medicine; Medical emergency; Psychological intervention; Computer science; Nursing; Telecommunications","score_opus":0.3479391613053866,"score_gpt":0.489047962942124,"score_spread":0.1411088016367374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362714751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99804956,0.00007139837,0.00016761653,0.0002825066,0.00027790898,0.00095849467,0.00007490211,0.00010459939,0.000013001946],"genre_scores_gemma":[0.9987533,0.000095163574,0.00007500648,0.00028654377,0.00010172761,0.000027695463,0.00061234884,0.000020569714,0.000027624646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839383,0.00013441833,0.000439649,0.00039455414,0.0003097339,0.00032778498],"domain_scores_gemma":[0.99888706,0.00008577077,0.00015289262,0.00039392328,0.000111427005,0.00036894815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024494843,0.00013844171,0.00026241053,0.0003449591,0.00041443598,0.000057418834,0.00006296202,0.00008399784,0.000014038708],"category_scores_gemma":[0.00009775769,0.00013170073,0.000015114836,0.0007548969,0.000023863922,0.00026939347,0.00015924202,0.000209351,0.0000023791042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015978482,0.00014597559,0.9346796,0.00046510328,0.000013034126,0.00012629566,0.0029634063,0.0000027849578,0.000010883708,0.000004449479,0.00038893486,0.061039716],"study_design_scores_gemma":[0.0018388634,0.00059249386,0.9898131,0.000102636455,0.00011478798,0.0003944347,0.005381703,0.001527916,0.0000037010925,0.000006176332,0.00011711552,0.000107072316],"about_ca_topic_score_codex":0.014093134,"about_ca_topic_score_gemma":0.003383223,"teacher_disagreement_score":0.060932644,"about_ca_system_score_codex":0.00014162858,"about_ca_system_score_gemma":0.00016316856,"threshold_uncertainty_score":0.9924721},"labels":[],"label_agreement":null},{"id":"W4363673849","doi":"10.2196/47584","title":"Correction: Evaluation Criteria for Weight Management Apps: Validation Using a Modified Delphi Process","year":2023,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Ministerio de Ciencia e Innovación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Computer science; Delphi method; Process (computing); Delphi; Data science; Artificial intelligence","score_opus":0.21280586673057378,"score_gpt":0.5373444421141144,"score_spread":0.3245385753835406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4363673849","genre_codex":"editorial","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0151943145,0.021565642,0.031883128,0.030365892,0.48540866,0.2588494,0.0044940514,0.0052306857,0.1470082],"genre_scores_gemma":[0.045887716,0.08329107,0.005935723,0.019421378,0.048071902,0.50482285,0.04099564,0.0017437902,0.2498299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895954,0.0014042598,0.0031367599,0.0019066584,0.0013035471,0.002653376],"domain_scores_gemma":[0.9921602,0.00083326973,0.0026363446,0.0011136017,0.0015579897,0.0016985985],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.006718461,0.000879705,0.0014383938,0.0011037933,0.005012428,0.00006369024,0.00044526474,0.0018384448,0.00027349245],"category_scores_gemma":[0.00038396777,0.00089836394,0.00018004377,0.001338598,0.00011656113,0.00027956037,0.00016082503,0.002627559,0.00016803802],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044679103,0.0001552704,0.000078487545,0.04853002,0.000047673646,0.0000018023284,0.0016659829,0.000053805707,5.9186874e-7,0.001664619,0.90357256,0.04378241],"study_design_scores_gemma":[0.005034581,0.00043527607,0.0032146634,0.0044045853,0.0010624857,0.000016016442,0.0036535698,0.13067448,8.988996e-7,0.0065476755,0.8439695,0.000986224],"about_ca_topic_score_codex":0.0006618594,"about_ca_topic_score_gemma":0.00044886497,"teacher_disagreement_score":0.43733677,"about_ca_system_score_codex":0.0018201176,"about_ca_system_score_gemma":0.009272282,"threshold_uncertainty_score":0.9996734},"labels":[],"label_agreement":null},{"id":"W4363677209","doi":"10.2196/47585","title":"Correction: Assessment of the Efficacy, Safety, and Effectiveness of Weight Control and Obesity Management Mobile Health Interventions: Systematic Review","year":2023,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Weight management; Obesity; Control (management); Medicine; Computer science; Weight loss; Nursing; Artificial intelligence","score_opus":0.03669334526118354,"score_gpt":0.45684423466846347,"score_spread":0.4201508894072799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4363677209","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002187677,0.7257404,0.001593497,0.009282878,0.04044419,0.21223392,0.0025109507,0.00049582147,0.005510678],"genre_scores_gemma":[0.020979067,0.9140776,0.000149508,0.0041933074,0.00048048404,0.047205117,0.000503436,0.00016195826,0.012249557],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98502827,0.0070146094,0.0048039807,0.0010813539,0.0008123121,0.0012595039],"domain_scores_gemma":[0.98805803,0.0036039671,0.0053936066,0.0013829222,0.0004448509,0.0011166206],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01175221,0.0006654147,0.0041847206,0.00043808288,0.0020564531,0.000012994955,0.00043882232,0.00064154674,0.000031099175],"category_scores_gemma":[0.00037217545,0.0004924478,0.0003138328,0.0010002499,0.00036177624,0.00008392603,0.00046479824,0.002538793,0.000009927097],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120964985,0.00027580714,0.002805709,0.87474763,0.00011533535,8.3885874e-7,0.00018378581,9.68423e-7,9.827077e-8,0.0033553112,0.11589962,0.0024938975],"study_design_scores_gemma":[0.0032727926,0.0011211556,0.32410303,0.6352433,0.001299424,0.00001884094,0.0005200036,0.0002352334,7.999478e-8,0.0002338429,0.03360133,0.0003509782],"about_ca_topic_score_codex":0.0009746093,"about_ca_topic_score_gemma":0.0005261859,"teacher_disagreement_score":0.32129732,"about_ca_system_score_codex":0.0008420141,"about_ca_system_score_gemma":0.0037515499,"threshold_uncertainty_score":0.9997624},"labels":[],"label_agreement":null},{"id":"W4364118931","doi":"10.2196/46046","title":"Uptake of Remote Physiologic Monitoring in the US Medicare Program: A Serial Cross-sectional Analysis","year":2023,"lang":"en","type":"letter","venue":"JMIR mhealth and uhealth","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases","keywords":"Cross-sectional study; Medicine; Computer science; Pathology","score_opus":0.08666355851332504,"score_gpt":0.43512388080895026,"score_spread":0.34846032229562524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364118931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445067,0.00059327635,0.0000059640206,0.052069847,0.0013429668,0.0011751082,0.00008393771,0.00013742117,0.00008478885],"genre_scores_gemma":[0.90252817,0.0049199564,0.0012688688,0.06264763,0.025823975,0.00040232475,0.0015124965,0.00012764492,0.00076894154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965157,0.000278126,0.000959205,0.00063384476,0.0008262707,0.0007868719],"domain_scores_gemma":[0.99842143,0.00022772975,0.00044654155,0.0005624525,0.00013076176,0.00021108016],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013102473,0.00033550704,0.0010305811,0.00052939676,0.00019582806,0.000038237722,0.00023420471,0.00086510496,0.000015284559],"category_scores_gemma":[0.00007837422,0.00022743118,0.00026993614,0.0012736791,0.00016542528,0.000030632316,0.000036877434,0.0023133443,0.000005514499],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012555966,0.00043236534,0.8094879,0.015203228,0.001095137,0.00066943216,0.0029736548,0.000054178632,0.000032742508,0.000012019846,0.030811274,0.13797247],"study_design_scores_gemma":[0.001073822,0.000719826,0.95765144,0.00025638242,0.00025742015,0.000030034413,0.00009474541,0.00046608926,0.0000016114376,0.00009114283,0.039203785,0.00015369237],"about_ca_topic_score_codex":0.0017109152,"about_ca_topic_score_gemma":0.000043992688,"teacher_disagreement_score":0.14816356,"about_ca_system_score_codex":0.00020830055,"about_ca_system_score_gemma":0.0006610173,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W4364322177","doi":"10.2196/39934","title":"Using Chatbot Technology to Improve Brazilian Adolescents’ Body Image and Mental Health at Scale: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychological intervention; Randomized controlled trial; mHealth; Chatbot; Medicine; Psychology; Psychiatry; Computer science; Artificial intelligence","score_opus":0.03513950242591681,"score_gpt":0.4404902552813869,"score_spread":0.4053507528554701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364322177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94197696,0.001630037,0.00008623724,0.032761175,0.0040829265,0.017812414,0.0003067367,0.0004637483,0.00087977445],"genre_scores_gemma":[0.9893264,0.00030807068,0.00048548603,0.0043293126,0.0003397618,0.0023939346,0.00008385319,0.00009077831,0.0026423873],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9939969,0.0008106589,0.0019956504,0.0010551397,0.00038073005,0.0017609057],"domain_scores_gemma":[0.996824,0.00021061627,0.00079481874,0.00052113907,0.000065931534,0.0015834441],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028824196,0.00046770732,0.002183744,0.0009832811,0.0009413941,0.00007942828,0.00022075546,0.00028690143,0.00010267367],"category_scores_gemma":[0.00012872045,0.00041608777,0.00025197843,0.0008704916,0.00042299586,0.00017103249,0.00032421065,0.000470777,0.0002936727],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95693123,0.0010166289,0.0010904453,0.0020313829,0.00010691391,0.00001684659,0.0018174008,1.794826e-7,0.0001288622,0.0029133873,0.008078299,0.025868401],"study_design_scores_gemma":[0.98710006,0.0036169037,0.0042278613,0.00052747934,0.000065840795,0.00009402765,0.0009300255,0.00035991805,0.000019144682,0.0008596426,0.0017998359,0.00039927],"about_ca_topic_score_codex":0.0005585633,"about_ca_topic_score_gemma":0.00024074914,"teacher_disagreement_score":0.047349464,"about_ca_system_score_codex":0.00061182416,"about_ca_system_score_gemma":0.00035378875,"threshold_uncertainty_score":0.9998291},"labels":[],"label_agreement":null},{"id":"W4365136271","doi":"10.2196/43236","title":"The Effect of a mHealth App (KENPO-app) for Specific Health Guidance on Weight Changes in Adults With Obesity and Hypertension: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Overweight; Medicine; Weight loss; Randomized controlled trial; Physical therapy; Obesity; Intervention (counseling); Gerontology; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.04960585194257364,"score_gpt":0.3990100153475606,"score_spread":0.3494041634049869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365136271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8194743,0.012174838,0.0001351717,0.05597966,0.0015755517,0.10951723,0.00019369242,0.00041589717,0.00053365645],"genre_scores_gemma":[0.7858402,0.09054653,0.00030857386,0.0065834667,0.0012598118,0.11444039,0.00015804257,0.00013634944,0.00072662294],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9866413,0.0051447176,0.0033718785,0.0012950425,0.000765382,0.0027817073],"domain_scores_gemma":[0.9753472,0.019091494,0.0025464385,0.0009663286,0.00031379535,0.001734727],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.020089533,0.0007166407,0.004236021,0.0006458964,0.0036309352,0.000024195428,0.0003404646,0.000375637,0.000015529486],"category_scores_gemma":[0.0009998494,0.00041852522,0.00018459001,0.0012118199,0.00051806495,0.000089468966,0.000106121,0.001359538,0.000028239443],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9302022,0.00027206162,0.002122052,0.013666021,0.00002853955,0.0000028351376,0.0012280818,0.0000028367213,0.0000015646192,0.00813817,0.015863378,0.028472302],"study_design_scores_gemma":[0.9378673,0.013991634,0.014348494,0.00219055,0.000078746954,0.000007809452,0.00064603856,0.0010947825,0.000003010382,0.0005856623,0.02884471,0.0003412893],"about_ca_topic_score_codex":0.0011363112,"about_ca_topic_score_gemma":0.0031821697,"teacher_disagreement_score":0.078371696,"about_ca_system_score_codex":0.00043111626,"about_ca_system_score_gemma":0.0026570233,"threshold_uncertainty_score":0.99982667},"labels":[],"label_agreement":null},{"id":"W4365798836","doi":"10.2196/44855","title":"Effectiveness of a Mindfulness Meditation App Based on an Electroencephalography-Based Brain-Computer Interface in Radiofrequency Catheter Ablation for Patients With Atrial Fibrillation: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Nanjing Medical University; National Natural Science Foundation of China","keywords":"Atrial fibrillation; Brain–computer interface; Electroencephalography; Randomized controlled trial; Mindfulness; Medicine; Meditation; Cardiology; Physical therapy; Internal medicine; Psychiatry; Clinical psychology","score_opus":0.024244356183220843,"score_gpt":0.3627248362623867,"score_spread":0.33848048007916587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365798836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8381359,0.00003183863,0.15089376,0.00031457332,0.0010497442,0.009434586,0.000055104458,0.00005837266,0.000026100717],"genre_scores_gemma":[0.9915787,5.151711e-7,0.00015597393,0.000076630604,0.0002945906,0.0075006466,0.00035171752,0.00002877979,0.000012469556],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9952121,0.00251041,0.0010062439,0.00052019086,0.00031472772,0.0004363358],"domain_scores_gemma":[0.9948476,0.0038288247,0.00067322113,0.00026744592,0.00020514887,0.00017775403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031495488,0.00025462767,0.0011606931,0.00080995564,0.00016295307,0.000026161813,0.00010901664,0.00013067761,0.00008522237],"category_scores_gemma":[0.00012948267,0.00018762899,0.0003199258,0.0006067839,0.00010237482,0.00010332361,0.000006344156,0.00016657094,0.0000028220254],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9814675,0.00070083054,0.0016687075,0.00069856097,0.00006728493,7.176262e-7,0.00027564244,0.0018941195,0.000001133488,0.004472819,0.00012661041,0.008626114],"study_design_scores_gemma":[0.91904753,0.016792994,0.027956666,0.00038164316,0.00009790455,3.7964935e-7,0.000033891225,0.03318865,0.000025995649,0.002263436,0.00002219294,0.00018872882],"about_ca_topic_score_codex":0.00011744005,"about_ca_topic_score_gemma":0.000028836554,"teacher_disagreement_score":0.15344276,"about_ca_system_score_codex":0.00007871047,"about_ca_system_score_gemma":0.00025812027,"threshold_uncertainty_score":0.76512885},"labels":[],"label_agreement":null},{"id":"W4366235074","doi":"10.2196/45464","title":"Augmented Reality in Real-time Telemedicine and Telementoring: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":91,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Weill Cornell Medical College; National Science Foundation","keywords":"Telemedicine; Telehealth; Augmented reality; MEDLINE; Multimedia; Health care; mHealth; Computer science; Mobile device; Medicine; Medical education; World Wide Web; Nursing; Psychological intervention; Human–computer interaction","score_opus":0.09656241698071001,"score_gpt":0.43287273074124405,"score_spread":0.33631031376053405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366235074","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36859667,0.053718194,0.05010714,0.4818414,0.0009786417,0.028449727,0.00013953567,0.005172487,0.010996192],"genre_scores_gemma":[0.16834743,0.8046195,0.0088893995,0.013942229,0.00047999018,0.0023624417,0.0003202017,0.000083696046,0.00095510826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99746454,0.00020495108,0.00074023096,0.00061330583,0.00032741786,0.00064954476],"domain_scores_gemma":[0.9984717,0.00017868621,0.00024142516,0.00057858747,0.00004712694,0.00048247335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002283403,0.00017431953,0.00042988965,0.00023194245,0.0002532889,0.00003551559,0.00028558477,0.000063967396,0.000011607311],"category_scores_gemma":[0.00006555449,0.00016267916,0.000020907552,0.0013775768,0.00007133392,0.00020284815,0.000255882,0.00021679021,0.000031765205],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008856085,0.0007213817,0.02288077,0.14849798,0.000055050616,0.00009537022,0.005873776,0.000035998193,0.0005619035,0.05895185,0.09481692,0.66742045],"study_design_scores_gemma":[0.008320357,0.0015621772,0.7855193,0.09104984,0.00014731397,0.0001730764,0.0005618001,0.07234752,0.00009154593,0.008390294,0.029877184,0.0019595665],"about_ca_topic_score_codex":0.0007336551,"about_ca_topic_score_gemma":0.00018486664,"teacher_disagreement_score":0.76263857,"about_ca_system_score_codex":0.00013993877,"about_ca_system_score_gemma":0.0003596491,"threshold_uncertainty_score":0.6633864},"labels":[],"label_agreement":null},{"id":"W4366674284","doi":"10.2196/44945","title":"The Implementation of a GPS-Based Location-Tracking Smartphone App in South Africa to Improve Engagement in HIV Care: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health","keywords":"mHealth; Randomized controlled trial; Psychological intervention; Medicine; Phone; Global Positioning System; Telemedicine; Public health; Health care; Family medicine; Nursing; Computer science","score_opus":0.05808626562984649,"score_gpt":0.4536280321268298,"score_spread":0.3955417664969833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366674284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8935269,0.0026254037,0.0007002872,0.017406514,0.001273836,0.0836997,0.00012613446,0.00020736933,0.0004338297],"genre_scores_gemma":[0.89163685,0.0009771818,0.00025019387,0.0026638196,0.00026617496,0.103895366,0.00012094498,0.00004117786,0.00014830049],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9902248,0.0032851899,0.0036115304,0.00065502163,0.0005489671,0.0016744928],"domain_scores_gemma":[0.99184567,0.0050829416,0.0013650229,0.00058069424,0.00037707383,0.0007486227],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012771205,0.0003181392,0.0015940935,0.000813671,0.0013420221,0.000020577738,0.0002510804,0.0002313215,0.00004954501],"category_scores_gemma":[0.0009793548,0.00023662651,0.00012730168,0.0019647416,0.00010722444,0.00007732629,0.000086067965,0.0009368786,0.00007272055],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8268648,0.00034414185,0.010831045,0.00726907,0.000030455567,0.0000024753965,0.09248396,0.00017919365,0.000019685307,0.0074787205,0.0041492395,0.0503472],"study_design_scores_gemma":[0.9274348,0.0005020778,0.034054868,0.00029483138,0.00005549915,1.0631579e-7,0.02540244,0.0011423111,0.000004389544,0.00037099858,0.010519197,0.00021848158],"about_ca_topic_score_codex":0.0016485226,"about_ca_topic_score_gemma":0.0038394984,"teacher_disagreement_score":0.10056999,"about_ca_system_score_codex":0.0006444115,"about_ca_system_score_gemma":0.005594648,"threshold_uncertainty_score":0.9999581},"labels":[],"label_agreement":null},{"id":"W4366703942","doi":"10.2196/44838","title":"An Overview of Chatbot-Based Mobile Mental Health Apps: Insights From App Description and User Reviews","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":354,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Northwestern University","keywords":"Chatbot; Internet privacy; Mental health; Variety (cybernetics); mHealth; Mobile apps; World Wide Web; Computer science; Health care; Psychology; Psychological intervention; Psychiatry","score_opus":0.1885636954776977,"score_gpt":0.48320484978466727,"score_spread":0.2946411543069696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366703942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90886027,0.08294453,0.00009050938,0.0024704384,0.0012162528,0.0032003464,0.00064768037,0.00023690228,0.00033310713],"genre_scores_gemma":[0.9807526,0.012044489,0.0005415869,0.0043095956,0.00015113565,0.00085238623,0.0009305157,0.000055113294,0.0003625788],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99636024,0.0006541546,0.0013234451,0.0006894691,0.00026619658,0.0007064922],"domain_scores_gemma":[0.9976973,0.00009035092,0.00066497497,0.00054628105,0.00004007924,0.00096101995],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008289802,0.00029157868,0.00075654214,0.000321588,0.00033900913,0.00004036889,0.00016777254,0.00015014324,0.00013346315],"category_scores_gemma":[0.000011096851,0.00027002557,0.00009482985,0.0005578887,0.00014399872,0.00031449954,0.000054929023,0.0002621891,0.00018230733],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012214506,0.005043686,0.012353861,0.021948628,0.00007761111,0.000013631745,0.01722647,0.0000039325964,0.0001337617,0.029397152,0.08983142,0.8227484],"study_design_scores_gemma":[0.007493077,0.015303004,0.50035685,0.0048890524,0.000085986896,0.000030778254,0.0054609934,0.00094751315,0.000066834684,0.0050212448,0.459374,0.00097062887],"about_ca_topic_score_codex":0.0024779583,"about_ca_topic_score_gemma":0.00070930115,"teacher_disagreement_score":0.82177776,"about_ca_system_score_codex":0.00019176645,"about_ca_system_score_gemma":0.00022323865,"threshold_uncertainty_score":0.9999752},"labels":[],"label_agreement":null},{"id":"W4366957172","doi":"10.2196/45531","title":"Improving Kidney Outcomes in Patients With Nondiabetic Chronic Kidney Disease Through an Artificial Intelligence–Based Health Coaching Mobile App: Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; eHealth; Kidney disease; Health coaching; Retrospective cohort study; Intervention (counseling); Health care; Physical therapy; mHealth; Psychological intervention; Internal medicine; Nursing","score_opus":0.04603719309494378,"score_gpt":0.4264322561616912,"score_spread":0.3803950630667474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366957172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95790845,0.0001908906,0.000792053,0.005770494,0.000851432,0.03260782,0.00091598823,0.00084685115,0.00011599844],"genre_scores_gemma":[0.9526662,0.00036789186,0.00048330397,0.014919431,0.00041752853,0.029258175,0.001644567,0.00016857409,0.00007430827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9885728,0.0020616574,0.002763108,0.001963289,0.0011762033,0.003462994],"domain_scores_gemma":[0.99011284,0.0005536568,0.0014078957,0.0014379512,0.00035755997,0.006130108],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045856675,0.00076032896,0.0016648633,0.0008000346,0.0036867256,0.000054732423,0.00045930612,0.00032313584,0.00012116675],"category_scores_gemma":[0.00047216,0.00066096307,0.00009159279,0.0021698636,0.00021742246,0.0005883503,0.00018002604,0.0020256736,0.00015156202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007372684,0.0020689121,0.9729621,0.005639226,0.000019207235,0.000005907247,0.0036656896,0.000088182045,4.8171023e-7,0.002188185,0.0010596155,0.011565264],"study_design_scores_gemma":[0.0032841903,0.0038866838,0.98266226,0.00050347834,0.000068050584,2.4052457e-7,0.002788291,0.0036631073,3.6977647e-7,0.0008191995,0.0018005447,0.0005235914],"about_ca_topic_score_codex":0.0062262346,"about_ca_topic_score_gemma":0.0033365355,"teacher_disagreement_score":0.01320645,"about_ca_system_score_codex":0.0030693049,"about_ca_system_score_gemma":0.016275756,"threshold_uncertainty_score":0.99958414},"labels":[],"label_agreement":null},{"id":"W4366958727","doi":"10.2196/45414","title":"Usage and Daily Attrition of a Smartphone-Based Health Behavior Intervention: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Attrition; mHealth; Psychological intervention; Randomized controlled trial; Intervention (counseling); Medicine; eHealth; Gerontology; Psychology; Clinical psychology; Psychiatry; Health care","score_opus":0.09972935377267707,"score_gpt":0.4812821064413481,"score_spread":0.38155275266867106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366958727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.922542,0.004849259,0.00065377774,0.016177742,0.0016102396,0.052831396,0.00025648734,0.00050153286,0.0005776189],"genre_scores_gemma":[0.89423144,0.010810317,0.0006853693,0.0065006777,0.0006202105,0.08554503,0.0005566314,0.00007991266,0.00097038446],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98848385,0.004164268,0.004258734,0.0008324292,0.00060109026,0.001659643],"domain_scores_gemma":[0.9911347,0.0035387874,0.0025828893,0.0006169555,0.00032120015,0.0018054588],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012795294,0.00044245538,0.0031824599,0.00082192826,0.0018936795,0.000019756159,0.00019169468,0.00043199328,0.00017949523],"category_scores_gemma":[0.0005763656,0.0003719817,0.0003483667,0.0009955296,0.00038893073,0.00014522049,0.00010426775,0.0010153773,0.00007889206],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8989204,0.0010093809,0.0060506086,0.02083002,0.00004993524,0.0000038918847,0.0019411633,0.0000021075714,0.000010200702,0.008289668,0.012118232,0.050774377],"study_design_scores_gemma":[0.9593576,0.0013450923,0.027118782,0.0008157702,0.00018065516,0.000004208907,0.0008811447,0.0009359181,0.0000013508104,0.0006976922,0.008411038,0.00025070924],"about_ca_topic_score_codex":0.0016380346,"about_ca_topic_score_gemma":0.0004519034,"teacher_disagreement_score":0.060437225,"about_ca_system_score_codex":0.0002800943,"about_ca_system_score_gemma":0.003382804,"threshold_uncertainty_score":0.9998732},"labels":[],"label_agreement":null},{"id":"W4367047804","doi":"10.2196/42679","title":"Mobile Health Self-management Support for Spinal Cord Injury: Systematic Literature Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Systematic review; Self-management; Taxonomy (biology); MEDLINE; Medicine; Computer science; Psychology; Knowledge management; Psychological intervention; Nursing","score_opus":0.15502879061140107,"score_gpt":0.5418734632519999,"score_spread":0.38684467264059885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367047804","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013851761,0.9417572,0.00001998693,0.00062751776,0.00050181063,0.055942237,0.0005117771,0.00042221227,0.00021588514],"genre_scores_gemma":[0.0000011915658,0.95707893,0.0013747837,0.0045988704,0.0006331902,0.030927721,0.001357823,0.00026382387,0.0037636484],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99147815,0.0007970414,0.0032493025,0.0014376373,0.0011318087,0.0019060728],"domain_scores_gemma":[0.9942168,0.00021579831,0.0016977211,0.001445305,0.00037007456,0.002054316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005053728,0.0010048072,0.0073818294,0.0010764083,0.0004730115,0.00010142335,0.00047073845,0.00047875626,0.00003181164],"category_scores_gemma":[0.00016409326,0.00074166583,0.0007902261,0.0022719966,0.00007375345,0.0001038698,0.00023788173,0.0015902752,0.00029080923],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005385164,0.00012551267,4.3414354e-7,0.6104692,0.00014985591,0.000053105865,0.000023004577,8.0455587e-10,1.9315372e-9,0.0002476049,0.038650848,0.34974188],"study_design_scores_gemma":[0.00035276244,0.026539665,0.0000031164752,0.46702474,0.0015147118,0.00033478055,0.00002991303,0.000002147201,4.7701905e-9,0.000012178269,0.5039466,0.00023937522],"about_ca_topic_score_codex":0.000012156357,"about_ca_topic_score_gemma":0.0000031342095,"teacher_disagreement_score":0.46529576,"about_ca_system_score_codex":0.0014423667,"about_ca_system_score_gemma":0.004411783,"threshold_uncertainty_score":0.99950343},"labels":[],"label_agreement":null},{"id":"W4367174391","doi":"10.2196/41545","title":"Delivering a Postpartum Weight Loss Intervention via Facebook or In-Person Groups: Results From a Randomized Pilot Feasibility Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Randomized controlled trial; Intervention (counseling); Medicine; mHealth; Pilot trial; Physical therapy; Psychology; Psychological intervention; Nursing; Surgery","score_opus":0.1593354447665302,"score_gpt":0.4676797378110707,"score_spread":0.3083442930445405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367174391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94771385,0.000653011,0.0006748927,0.011961616,0.0020304753,0.03458086,0.00059001625,0.0006842389,0.0011110416],"genre_scores_gemma":[0.9509453,0.008878363,0.0003647659,0.0034391945,0.0011656428,0.033369586,0.0009087217,0.000087163215,0.0008412207],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9883158,0.0037835063,0.0035889067,0.001451334,0.0005775497,0.0022828814],"domain_scores_gemma":[0.9910392,0.0045972886,0.0014393349,0.0009298753,0.00021327286,0.0017809913],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009495069,0.00053327245,0.0017950779,0.00064878236,0.0015586668,0.00002673745,0.0003401322,0.00048939633,0.000373245],"category_scores_gemma":[0.0012652727,0.00043749367,0.00020434483,0.0011787012,0.00023269678,0.0002773618,0.00017573866,0.001758143,0.0006755822],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9524404,0.0006958562,0.0060427254,0.0046392875,0.00002815099,0.000026796066,0.0066332305,0.0000030237945,0.000010431091,0.0014454894,0.005646673,0.022387946],"study_design_scores_gemma":[0.8908003,0.0021244222,0.080378465,0.0013261359,0.00010613095,0.000006949841,0.0018390901,0.004979891,0.0000026331895,0.0037115305,0.014171865,0.0005525861],"about_ca_topic_score_codex":0.018244535,"about_ca_topic_score_gemma":0.01045794,"teacher_disagreement_score":0.07433574,"about_ca_system_score_codex":0.0009907874,"about_ca_system_score_gemma":0.0020480661,"threshold_uncertainty_score":0.99980766},"labels":[],"label_agreement":null},{"id":"W4367280059","doi":"10.2196/36578","title":"A Smartphone-Based Implicit Theories Intervention for Health Behavior Change: Randomized Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Rheinische Friedrich-Wilhelms-Universität Bonn; Universität zu Köln; Universität Wien","keywords":"Malleability; Health intervention; Intervention (counseling); Health belief model; Behavior change; Psychology; mHealth; Health promotion; Randomized controlled trial; Health behavior; Population health; Population; Social psychology; Applied psychology; Medicine; Computer science; Public health; Psychological intervention; Computer security; Nursing; Environmental health; Psychiatry","score_opus":0.16245371036880507,"score_gpt":0.5151921576194687,"score_spread":0.3527384472506636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367280059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94853204,0.002772452,0.0012627449,0.017295895,0.0059313322,0.022448217,0.0007512365,0.0007411674,0.00026493592],"genre_scores_gemma":[0.93673486,0.00033470467,0.00026645538,0.0059114667,0.000944203,0.05346739,0.00080810447,0.00008358365,0.0014492611],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99483377,0.0010944594,0.001599074,0.0007301828,0.0002660733,0.0014764416],"domain_scores_gemma":[0.9971557,0.0005273233,0.0007531188,0.0004930959,0.00013178037,0.0009389346],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045648743,0.00035762915,0.0011473385,0.00055540435,0.0007889137,0.000060097216,0.00020377156,0.0002754819,0.00036717625],"category_scores_gemma":[0.00009722098,0.00031672054,0.0005464888,0.0006240741,0.0002190585,0.00014932784,0.000046081226,0.0004113357,0.00014651215],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5889477,0.0015850712,0.0009564144,0.0018444492,0.000034257897,0.0000049280816,0.0034682683,1.488516e-7,0.0000014592246,0.037498813,0.024444724,0.34121373],"study_design_scores_gemma":[0.9145743,0.0071163247,0.059212126,0.0003076476,0.00020001174,0.0000133686835,0.0012583452,0.00018068228,0.0000030617157,0.0024815975,0.014219882,0.00043262963],"about_ca_topic_score_codex":0.0029507326,"about_ca_topic_score_gemma":0.00053858163,"teacher_disagreement_score":0.3407811,"about_ca_system_score_codex":0.00018988097,"about_ca_system_score_gemma":0.00040387307,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W4367281942","doi":"10.2196/45203","title":"Reliability and Validity of Noncognitive Ecological Momentary Assessment Survey Response Times as an Indicator of Cognitive Processing Speed in People’s Natural Environment: Intensive Longitudinal Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; National Institutes of Health; Southern California Clinical and Translational Science Institute","keywords":"Ecological validity; Cognition; Psychology; Convergent validity; Task (project management); Mood; Elementary cognitive task; Effects of sleep deprivation on cognitive performance; Cognitive test; Reliability (semiconductor); Cognitive psychology; Developmental psychology; Psychometrics; Social psychology; Engineering; Psychiatry","score_opus":0.08873723529250653,"score_gpt":0.453098906762971,"score_spread":0.36436167147046444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367281942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961573,0.000093767165,0.00000572423,0.0005470301,0.000034712022,0.0029413805,0.00015349535,0.000021990929,0.00004463985],"genre_scores_gemma":[0.99899805,0.00027567512,0.00003644184,0.00024824368,0.000022776252,0.000108189124,0.00024865026,0.000016713237,0.00004523663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948378,0.0025060389,0.0007164195,0.00070067303,0.0006793758,0.00055965525],"domain_scores_gemma":[0.9969477,0.0016850245,0.00032961695,0.00016343131,0.00039379386,0.00048039987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00704313,0.00023320841,0.0007622113,0.00046546923,0.00015447866,0.000015123463,0.00007383497,0.00010345696,0.00010117331],"category_scores_gemma":[0.0012892403,0.00019160181,0.000042089065,0.0005466277,0.0004278781,0.00017679083,0.00019375146,0.0005454086,0.0000053330473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0131367855,0.0028659673,0.97451574,0.0008237435,0.000040452927,0.00007572558,0.0048305127,1.8898443e-7,0.00011455538,0.0000023567923,0.00001684876,0.0035771432],"study_design_scores_gemma":[0.0051200427,0.014915255,0.95849967,0.00020767063,0.00011979286,0.000019516583,0.020508833,0.00030529388,0.000092618015,0.000083850086,0.000001160773,0.00012631525],"about_ca_topic_score_codex":0.0009451978,"about_ca_topic_score_gemma":0.00038784993,"teacher_disagreement_score":0.016016068,"about_ca_system_score_codex":0.00021732243,"about_ca_system_score_gemma":0.0009993743,"threshold_uncertainty_score":0.78132945},"labels":[],"label_agreement":null},{"id":"W4367728276","doi":"10.2196/39929","title":"Planting Seeds for the Future: Scoping Review of Child Health Promotion Apps for Parents","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Promotion (chess); Health promotion; Internet privacy; Medicine; Medical education; Psychology; Nursing; Computer science; Psychological intervention; Political science; Public health","score_opus":0.12994707260080762,"score_gpt":0.5079178011254949,"score_spread":0.37797072852468727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367728276","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012205836,0.2968082,0.008688066,0.5231343,0.005374292,0.15004544,0.0020289938,0.0010343587,0.0006804852],"genre_scores_gemma":[0.040748626,0.790623,0.0016217843,0.058552533,0.0033577865,0.102913976,0.0017216962,0.0001586539,0.00030191633],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938849,0.000540029,0.0024948774,0.000690184,0.0004057944,0.0019841907],"domain_scores_gemma":[0.99391156,0.0021354249,0.0019243252,0.0006644044,0.00038868998,0.00097556575],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007369747,0.00033078992,0.001025051,0.00024729312,0.004823547,0.0000099731,0.00031457827,0.00025454015,0.000028130658],"category_scores_gemma":[0.00036811305,0.0002493217,0.00015272872,0.0009892075,0.000087743574,0.000110188405,0.000093719245,0.0007003719,0.000027573755],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025026294,0.00015741767,0.003743874,0.67527974,0.00001956486,1.4086353e-7,0.0010160097,0.0000027501037,0.0000011732399,0.014011535,0.108974956,0.19654258],"study_design_scores_gemma":[0.008043722,0.002546929,0.05080507,0.25857416,0.00024337454,0.000019238629,0.005201398,0.0028119346,0.0000056427675,0.002140602,0.66883796,0.0007699884],"about_ca_topic_score_codex":0.00017798762,"about_ca_topic_score_gemma":0.00038944755,"teacher_disagreement_score":0.559863,"about_ca_system_score_codex":0.00020749179,"about_ca_system_score_gemma":0.0037574756,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W4376849802","doi":"10.2196/46286","title":"The Effectiveness of a Mobile Phone–Based Physical Activity Program for Treating Depression, Stress, Psychological Well-Being, and Quality of Life Among Adults: Quantitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Repeated measures design; Quality of life (healthcare); Population; Expectancy theory; Medicine; Analysis of variance; Gerontology; Intervention (counseling); Psychology; Life expectancy; Stress management; mHealth; Psychological intervention; Physical therapy; Clinical psychology; Psychiatry; Environmental health","score_opus":0.08202076460113594,"score_gpt":0.48804386618229917,"score_spread":0.4060231015811632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376849802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936761,0.00011986469,0.000078594174,0.00016580267,0.0000433419,0.0056803683,0.000060707443,0.00009334751,0.00008182723],"genre_scores_gemma":[0.99791604,0.00013610079,0.00013038228,0.00003595754,0.00007366932,0.0016610008,0.000022282142,0.000019547611,0.0000050068857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970415,0.0011427635,0.00047210546,0.00050955,0.00034358766,0.0004904499],"domain_scores_gemma":[0.99349403,0.0050992197,0.00050024886,0.00029386018,0.00016654682,0.0004460667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020193465,0.00021105168,0.0010262511,0.00007796331,0.0004239516,0.000012343759,0.00007950949,0.00010261143,9.3961654e-7],"category_scores_gemma":[0.00056722073,0.00013355601,0.00010609357,0.00043509578,0.00038115866,0.000089102614,0.000049391427,0.0003640107,6.430432e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04508202,0.035739828,0.78397536,0.032392286,0.00012519164,0.0000027216568,0.006391507,0.00002137631,0.00087062456,0.0013841103,0.00006275604,0.09395223],"study_design_scores_gemma":[0.0057809693,0.013663227,0.9719806,0.00053734443,0.00006430791,3.5228396e-7,0.0022575902,0.0046373024,0.00052708323,0.00043592326,0.0000074899276,0.000107857595],"about_ca_topic_score_codex":0.001020238,"about_ca_topic_score_gemma":0.00017694387,"teacher_disagreement_score":0.18800521,"about_ca_system_score_codex":0.000044648186,"about_ca_system_score_gemma":0.00025679686,"threshold_uncertainty_score":0.5446256},"labels":[],"label_agreement":null},{"id":"W4376867165","doi":"10.2196/48961","title":"Correction: WeChat-Based HIV e-Report, a New Approach for HIV Serostatus Requests and Disclosures Among Men Who Have Sex With Men: Prospective Subgroup Analysis of a Randomized Controlled Trial","year":2023,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Serostatus; Randomized controlled trial; Human immunodeficiency virus (HIV); Subgroup analysis; Men who have sex with men; Medicine; Family medicine; Psychology; Meta-analysis; Internal medicine; Viral load","score_opus":0.02694721660769792,"score_gpt":0.3694039689866648,"score_spread":0.34245675237896683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376867165","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033568576,0.02795625,0.12419422,0.028893555,0.0059058503,0.36407,0.00760862,0.0017463963,0.40605652],"genre_scores_gemma":[0.010771071,0.002270316,0.0006014903,0.00011698526,0.00156863,0.011410963,0.007340652,0.00015640282,0.9657635],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9931133,0.001015127,0.0023403594,0.0013271271,0.0011372424,0.0010668451],"domain_scores_gemma":[0.9937508,0.0012299077,0.002114262,0.0007014355,0.0006713201,0.001532237],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045000413,0.00070023537,0.007055015,0.0017534526,0.00042531913,0.00011789827,0.00014485403,0.00059802464,0.00006391642],"category_scores_gemma":[0.0017661381,0.00047280893,0.0011155787,0.0011599406,0.0005589355,0.00013660348,0.000054758453,0.0013489849,0.0000011983334],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.46461886,0.00038084772,0.002311694,0.0030387954,0.003304778,0.000030416437,0.00073920435,0.0000071960367,4.221477e-7,0.000039514383,0.5251742,0.0003540807],"study_design_scores_gemma":[0.7839529,0.007648891,0.0041698976,0.0011602989,0.010927325,0.00003292078,0.001525368,0.18785268,0.0000027886138,0.000044956505,0.0022880682,0.00039389104],"about_ca_topic_score_codex":0.00418714,"about_ca_topic_score_gemma":0.0024968965,"teacher_disagreement_score":0.559707,"about_ca_system_score_codex":0.00038935046,"about_ca_system_score_gemma":0.0044466113,"threshold_uncertainty_score":0.99977237},"labels":[],"label_agreement":null},{"id":"W4377007654","doi":"10.2196/44951","title":"Understanding Mobile Health and Youth Mental Health: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"mHealth; PsycINFO; Mental health; Psychological intervention; MEDLINE; Medicine; Telemedicine; Health care; Psychology; Psychiatry","score_opus":0.35221800609370457,"score_gpt":0.5199817676741812,"score_spread":0.16776376158047668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377007654","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067082904,0.77617955,0.0003047214,0.117893845,0.005838333,0.022693688,0.0019576838,0.0017318388,0.006317462],"genre_scores_gemma":[0.81906027,0.1311236,0.00017750969,0.045248717,0.00025888038,0.001504282,0.0009121262,0.00013405725,0.0015805329],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953184,0.0004991304,0.001411268,0.00082204473,0.0003574959,0.0015916423],"domain_scores_gemma":[0.9968071,0.00012284126,0.0006276734,0.0004160796,0.000025588259,0.002000719],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020297638,0.00033542336,0.0008393722,0.000360609,0.0011113886,0.00006282144,0.00015114012,0.00010400066,0.00012028704],"category_scores_gemma":[0.000027980375,0.0003383488,0.00009137606,0.0008150083,0.00017207283,0.0002173405,0.0001479325,0.00040877992,0.00021191292],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044794017,0.0011777717,0.0036211316,0.28963226,0.00012858822,0.000017016353,0.053276304,0.0000012042518,4.3986034e-7,0.08240183,0.22621049,0.34308502],"study_design_scores_gemma":[0.018817205,0.05592429,0.028621057,0.6232521,0.00027350368,0.0013030412,0.18184125,0.00036768452,0.0000034597863,0.012830032,0.072330676,0.0044356803],"about_ca_topic_score_codex":0.0007755274,"about_ca_topic_score_gemma":0.0002553759,"teacher_disagreement_score":0.7519774,"about_ca_system_score_codex":0.0005917216,"about_ca_system_score_gemma":0.00086648454,"threshold_uncertainty_score":0.99990684},"labels":[],"label_agreement":null},{"id":"W4377007672","doi":"10.2196/46155","title":"Feasibility, Acceptability, and Potential Impact of a Novel mHealth App for Smokers Ambivalent About Quitting: Randomized Pilot Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"mHealth; Randomized controlled trial; Psychology; Ambivalence; Mobile apps; Medicine; Psychological intervention; Applied psychology; Social psychology; Computer science; Psychiatry; World Wide Web","score_opus":0.1459060778061223,"score_gpt":0.4656637241188179,"score_spread":0.3197576463126956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377007672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98949474,0.0001930291,0.00027987946,0.0010460995,0.0002975356,0.008351191,0.00011888046,0.00017843301,0.000040235893],"genre_scores_gemma":[0.99828947,0.00044032861,0.0001795824,0.00020074984,0.00019886829,0.00047354022,0.00011352752,0.000046011868,0.000057925863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964867,0.00030329672,0.001168092,0.0007080038,0.00056656636,0.0007673041],"domain_scores_gemma":[0.9975913,0.0004427545,0.00051981595,0.00046238245,0.00023815813,0.0007455684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049483953,0.00031658434,0.0013659957,0.000357345,0.0003457952,0.000037991944,0.00010073631,0.00011962155,0.00003269519],"category_scores_gemma":[0.0003680994,0.00024805684,0.00021903124,0.000485092,0.00025400787,0.00010623234,0.00009193204,0.00033406596,6.7393535e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07538293,0.0039059974,0.9014165,0.00503675,0.000107838874,0.000003414939,0.0034878652,0.000011156305,0.00016261611,0.00010427452,0.00038242337,0.009998243],"study_design_scores_gemma":[0.12922332,0.0069631385,0.8608649,0.00008211435,0.00048739,0.000020064579,0.0012847238,0.0007844196,0.000006739438,0.00013214038,0.000006083879,0.00014498565],"about_ca_topic_score_codex":0.0026092564,"about_ca_topic_score_gemma":0.00007947074,"teacher_disagreement_score":0.053840388,"about_ca_system_score_codex":0.00031811083,"about_ca_system_score_gemma":0.00095239846,"threshold_uncertainty_score":0.99999714},"labels":[],"label_agreement":null},{"id":"W4377085620","doi":"10.2196/45057","title":"Patterns and Predictors of Engagement With Digital Self-Monitoring During the Maintenance Phase of a Behavioral Weight Loss Program: Quantitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Self-monitoring; Psychology; Phase (matter); mHealth; Weight loss; Computer science; Applied psychology; Clinical psychology; Medicine; Social psychology; Psychological intervention; Psychiatry; Obesity; Internal medicine","score_opus":0.09738506268308039,"score_gpt":0.4910582662953346,"score_spread":0.3936732036122542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377085620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878609,0.00026543144,0.00003098944,0.00067804474,0.00024902856,0.010283504,0.00031228442,0.0002446766,0.00007511223],"genre_scores_gemma":[0.98703974,0.0029604908,0.0002910276,0.00006498664,0.00017333355,0.009302721,0.00003617676,0.00004527516,0.000086219436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960263,0.00054192013,0.0012982936,0.0005374061,0.00047607018,0.0011200224],"domain_scores_gemma":[0.9969194,0.00068564125,0.00093012495,0.00048778372,0.0002627239,0.00071431155],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001506245,0.00028157362,0.00060703314,0.0002411949,0.0013716626,0.000014231458,0.0001957785,0.00011787036,0.000009330288],"category_scores_gemma":[0.00003961471,0.00018851984,0.000038349855,0.0007426075,0.00017043874,0.0001748001,0.00016504881,0.0007795807,0.000005764798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000666711,0.0014337819,0.958728,0.008157251,0.00003328749,0.0000078816265,0.020100698,0.0000011348319,0.0000048489906,0.00049788825,0.00012686856,0.010241629],"study_design_scores_gemma":[0.00535207,0.003980105,0.95755297,0.0005605217,0.00008717994,0.000005308162,0.029343322,0.00006838696,0.0000066710186,0.000027714566,0.0028641315,0.00015160571],"about_ca_topic_score_codex":0.0007277887,"about_ca_topic_score_gemma":0.00031322148,"teacher_disagreement_score":0.010090022,"about_ca_system_score_codex":0.00016769001,"about_ca_system_score_gemma":0.0009564909,"threshold_uncertainty_score":0.9999284},"labels":[],"label_agreement":null},{"id":"W4377219998","doi":"10.2196/44685","title":"Participant Engagement in Microrandomized Trials of mHealth Interventions: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Operationalization; Psychological intervention; Psychology; Medicine; Nursing","score_opus":0.5111947395331417,"score_gpt":0.5986490057842483,"score_spread":0.08745426625110664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377219998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7271558,0.23076712,0.0001420791,0.020316644,0.0031500547,0.015706401,0.00037888795,0.00033854932,0.0020444358],"genre_scores_gemma":[0.9619396,0.03164964,0.0002501361,0.002369967,0.000096371485,0.0029729747,0.00012991224,0.00004557433,0.00054586394],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99000657,0.0032818464,0.0047873245,0.0005694482,0.00029575598,0.0010590516],"domain_scores_gemma":[0.99607867,0.0013762871,0.001477323,0.00046966487,0.000069966205,0.0005280828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019461049,0.00025508108,0.0018902802,0.0006172304,0.00017099813,0.000020361878,0.00020491554,0.000111909554,0.00052641635],"category_scores_gemma":[0.00095483434,0.00023123527,0.0003980228,0.0010465853,0.00010867088,0.00013542351,0.00011602827,0.00038991624,0.00024552277],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046989485,0.0042491592,0.0046598394,0.6243791,0.00022662284,0.000066492794,0.0073705628,0.0000041511835,0.00001988365,0.021032803,0.04129122,0.29200122],"study_design_scores_gemma":[0.057246175,0.006019295,0.14741062,0.76956755,0.0010229957,0.00007024094,0.0057802354,0.000085622625,0.000081034734,0.007181424,0.004309253,0.0012255318],"about_ca_topic_score_codex":0.0005523339,"about_ca_topic_score_gemma":0.00045141237,"teacher_disagreement_score":0.2907757,"about_ca_system_score_codex":0.00015111525,"about_ca_system_score_gemma":0.0004303098,"threshold_uncertainty_score":0.94295007},"labels":[],"label_agreement":null},{"id":"W4378191580","doi":"10.2196/41099","title":"The Effectiveness of a Traditional Chinese Medicine–Based Mobile Health App for Individuals With Prediabetes: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medicine; Prediabetes; Randomized controlled trial; Physical therapy; Traditional Chinese medicine; Gerontology; Alternative medicine; Nursing; Psychological intervention; Type 2 diabetes; Diabetes mellitus; Internal medicine","score_opus":0.052306485376923534,"score_gpt":0.4448121837662568,"score_spread":0.39250569838933325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378191580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6754273,0.007140723,0.0026813608,0.01878824,0.0028525356,0.289876,0.0011320245,0.00081981695,0.001281967],"genre_scores_gemma":[0.5457575,0.003109325,0.00045244838,0.0030850864,0.0011519518,0.44544646,0.00071341154,0.00008373257,0.00020009633],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9856625,0.0072695035,0.0034167937,0.0007928783,0.00086924946,0.0019890727],"domain_scores_gemma":[0.9226771,0.07236035,0.002428493,0.0006651381,0.0004957372,0.0013731818],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.036303453,0.00052426435,0.00367684,0.00051280507,0.0038043738,0.000015077953,0.00035664733,0.0003365239,0.000040077506],"category_scores_gemma":[0.0028941375,0.00028086777,0.0002929422,0.0012834173,0.0008082545,0.0001002447,0.000045718138,0.0008723991,0.00001610467],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93520415,0.00037746385,0.0027513767,0.017456764,0.00011896149,3.5554962e-7,0.0011537593,0.00004548228,0.0000024565222,0.028329954,0.008965265,0.00559399],"study_design_scores_gemma":[0.9537338,0.0058636037,0.008773297,0.001022059,0.00015893922,0.0000013101361,0.0007611129,0.0019773778,6.7059716e-7,0.008302714,0.019177351,0.0002277561],"about_ca_topic_score_codex":0.00030127497,"about_ca_topic_score_gemma":0.0001367603,"teacher_disagreement_score":0.15557043,"about_ca_system_score_codex":0.00029129817,"about_ca_system_score_gemma":0.007912145,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W4379376248","doi":"10.2196/42750","title":"Knowledge Discovery in Ubiquitous and Personal Sleep Tracking: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Context (archaeology); Scopus; Sleep (system call); Computer science; Wearable computer; Tracking (education); Data science; mHealth; BitTorrent tracker; Activity tracker; Wearable technology; Health informatics; World Wide Web; Psychology; Eye tracking; MEDLINE; Health care; Artificial intelligence","score_opus":0.12644628943480785,"score_gpt":0.4133676152558068,"score_spread":0.28692132582099894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379376248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8392803,0.13203716,0.005748107,0.016432066,0.0012262729,0.003493437,0.000024301617,0.0006169366,0.0011413958],"genre_scores_gemma":[0.9766527,0.021098165,0.00009838199,0.0017024203,0.00014861235,0.00015523918,0.0000069310545,0.000014068752,0.00012350516],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978722,0.00029459267,0.00048776838,0.0005717211,0.00021606477,0.00055765884],"domain_scores_gemma":[0.998837,0.0003761795,0.00016996088,0.00023896713,0.000053306772,0.00032461737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013756318,0.0001729651,0.00046071934,0.0002663192,0.00021278301,0.00015404446,0.00019403466,0.00007278688,0.0000039587962],"category_scores_gemma":[0.000075559525,0.00016564556,0.000039299593,0.0008703736,0.000046452446,0.0008188514,0.00017444338,0.00026279662,0.00004301264],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023313021,0.00014055156,0.010894233,0.052822478,0.000008246854,0.000045646033,0.007579736,4.2886649e-7,0.000019105812,0.001133183,0.0022837368,0.92504936],"study_design_scores_gemma":[0.006610323,0.0015502024,0.7456258,0.18423639,0.00007631275,0.0010211793,0.0018311803,0.043753188,0.000060649876,0.0018518408,0.010890627,0.0024922832],"about_ca_topic_score_codex":0.00012228236,"about_ca_topic_score_gemma":0.0005557741,"teacher_disagreement_score":0.92255706,"about_ca_system_score_codex":0.00009288974,"about_ca_system_score_gemma":0.00050093414,"threshold_uncertainty_score":0.675483},"labels":[],"label_agreement":null},{"id":"W4379536692","doi":"10.2196/45186","title":"Testing Mechanisms of Change for Text Message–Delivered Cognitive Behavioral Therapy: Randomized Clinical Trial for Young Adult Depression","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Depression (economics); Cognitive behavioral therapy; Cognition; Clinical psychology; Text message; Psychology; Cognitive therapy; Behavior change; Behavioral activation; Medicine; Physical therapy; Psychiatry; Computer science; Internal medicine","score_opus":0.3841377980013695,"score_gpt":0.5514239724226782,"score_spread":0.16728617442130866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379536692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710978,0.0007801338,0.0025032696,0.0009715253,0.0038178253,0.018847132,0.0013316694,0.0002140006,0.00043661098],"genre_scores_gemma":[0.9841642,0.0001229941,0.001134016,0.00086679315,0.00046411896,0.012487355,0.00034226233,0.00006373896,0.00035454796],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99592733,0.00068922096,0.0017072363,0.00062936434,0.0002286764,0.0008181821],"domain_scores_gemma":[0.9943201,0.0036724703,0.00095978536,0.00023203871,0.00036232246,0.0004532941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037920207,0.00025422729,0.0010387001,0.00022010514,0.00034110283,0.000024958812,0.00015112615,0.00027827278,0.000033831722],"category_scores_gemma":[0.00070384186,0.0002183081,0.0003694313,0.00031878013,0.00016414908,0.00014370048,0.00005609474,0.00023510815,0.000018852383],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5289618,0.0018083446,0.00083971233,0.0010883728,0.000060759718,0.0000026287782,0.0015238329,3.303492e-8,0.000004932721,0.0055593285,0.0013260843,0.45882422],"study_design_scores_gemma":[0.9448865,0.016550014,0.0191077,0.0008515985,0.0002553935,0.000011290658,0.0017925566,0.0006665469,0.000059842245,0.015347944,0.000134728,0.0003358779],"about_ca_topic_score_codex":0.00067580695,"about_ca_topic_score_gemma":0.000099264435,"teacher_disagreement_score":0.45848835,"about_ca_system_score_codex":0.000053956075,"about_ca_system_score_gemma":0.00017095973,"threshold_uncertainty_score":0.89023453},"labels":[],"label_agreement":null},{"id":"W4379600112","doi":"10.2196/44442","title":"Exploring the Feasibility and Usability of Smartphones for Monitoring Physical Activity in Orthopedic Patients: Prospective Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Usability; Orthopedic surgery; Medicine; Physical therapy; Psychology; Computer science; Human–computer interaction; Internal medicine; Surgery","score_opus":0.44621544536672436,"score_gpt":0.4731338299997948,"score_spread":0.026918384633070447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379600112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99487114,0.000022717968,0.000005033393,0.0014441422,0.00012275428,0.003446685,0.000036804082,0.000040169714,0.000010542314],"genre_scores_gemma":[0.9988352,0.00014192726,0.000032056512,0.0000440179,0.00023768168,0.0006829825,0.0000075444204,0.0000117073505,0.0000068898485],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843746,0.00016950093,0.00029640674,0.00041386375,0.00030267733,0.00038009547],"domain_scores_gemma":[0.9984751,0.00080174784,0.0001410536,0.00021918114,0.00012966114,0.00023330405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009726062,0.00014101042,0.00051907724,0.00007836839,0.00026733326,0.000008105778,0.000044721346,0.00003399641,4.7170067e-7],"category_scores_gemma":[0.00029809933,0.000100218094,0.000045725883,0.0005079553,0.00012674576,0.0002660135,0.000061641986,0.00033838212,6.099159e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011175895,0.0037455747,0.9658374,0.0018979387,0.0000087894905,3.9378008e-7,0.004980698,0.0000013756804,0.000028065793,0.00014377062,0.0000068856543,0.022231506],"study_design_scores_gemma":[0.002318803,0.002422452,0.99264055,0.0000687514,0.000027161628,3.3723373e-7,0.001187698,0.0003664403,0.00004439289,0.0008450956,0.000009961612,0.00006836662],"about_ca_topic_score_codex":0.00055082544,"about_ca_topic_score_gemma":0.00016818475,"teacher_disagreement_score":0.026803128,"about_ca_system_score_codex":0.00020618012,"about_ca_system_score_gemma":0.00032271887,"threshold_uncertainty_score":0.40867752},"labels":[],"label_agreement":null},{"id":"W4379980065","doi":"10.2196/40422","title":"The Role of Pain Duration and Pain Intensity on the Effectiveness of App-Delivered Self-Management for Low Back Pain (selfBACK): Secondary Analysis of a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"European Commission","keywords":"Randomized controlled trial; Medicine; Physical therapy; Pain management; Surgery","score_opus":0.00999660286204897,"score_gpt":0.30549178761389745,"score_spread":0.2954951847518485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379980065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98038554,0.0005406461,0.0011764023,0.0018229685,0.00007511625,0.015797947,0.000021604377,0.000026675145,0.0001531218],"genre_scores_gemma":[0.99751073,0.0008338191,0.00013868345,0.0003372835,0.000039910232,0.0010169161,0.00007985516,0.00001114989,0.0000316765],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9898886,0.008155152,0.0011690249,0.00025578335,0.00029360063,0.00023783764],"domain_scores_gemma":[0.9734344,0.025207102,0.000716617,0.00026680424,0.00026036135,0.000114721464],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.065062985,0.0001569838,0.0016802882,0.00027296518,0.00017360519,0.000007989074,0.00005747867,0.00009218684,0.000007100644],"category_scores_gemma":[0.0037319846,0.000080480466,0.00044272866,0.00058154657,0.00019871599,0.000024150995,0.000020224745,0.0001334789,3.6341186e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9553908,0.000359134,0.000746819,0.01707478,0.0017525004,2.0124055e-7,0.0013599824,0.000023981172,0.00025261875,0.0030401878,0.00024241825,0.01975656],"study_design_scores_gemma":[0.7786009,0.0046049454,0.052940175,0.00072967797,0.0017236671,1.6769913e-7,0.004230255,0.1544942,0.0000728956,0.002359275,0.00011447316,0.0001294057],"about_ca_topic_score_codex":0.0000888584,"about_ca_topic_score_gemma":0.000030308367,"teacher_disagreement_score":0.17678995,"about_ca_system_score_codex":0.000050877916,"about_ca_system_score_gemma":0.0001465241,"threshold_uncertainty_score":0.96271443},"labels":[],"label_agreement":null},{"id":"W4379980136","doi":"10.2196/44214","title":"Engagement With a Remote Symptom-Tracking Platform Among Participants With Major Depressive Disorder: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NIHR Maudsley Biomedical Research Centre; European Commission; King's College London; Department of Health and Social Care; National Institute for Health and Care Research; European Federation of Pharmaceutical Industries and Associations","keywords":"Randomized controlled trial; mHealth; Intervention (counseling); Applied psychology; Wearable technology; Wearable computer; Psychology; Computer science; Medicine; Psychological intervention; Psychiatry","score_opus":0.07641565903744381,"score_gpt":0.42297561350158264,"score_spread":0.34655995446413884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379980136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97817594,0.0007035425,0.00033688525,0.0018192183,0.0009020927,0.013447291,0.000044739045,0.00038805488,0.004182262],"genre_scores_gemma":[0.9922599,0.00012550916,0.00014417442,0.0005987503,0.000196604,0.00455461,0.000068440364,0.000080084545,0.001971893],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99478734,0.0008033635,0.0014755457,0.00076083135,0.0005383113,0.0016346304],"domain_scores_gemma":[0.9962443,0.0012716964,0.0009571957,0.00049015734,0.00010119683,0.0009354142],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002898482,0.00043376087,0.0017349058,0.00037157725,0.0007257021,0.00011655787,0.00019698263,0.00016049444,0.0001372979],"category_scores_gemma":[0.00016536283,0.0002847929,0.0001998634,0.000561644,0.0003439642,0.00029524666,0.00007607365,0.00056579243,0.00013046886],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96521163,0.0006567322,0.003300958,0.0008042628,0.00039912618,0.00008225053,0.0031758938,0.000010120041,2.1233446e-7,0.003817803,0.0005610033,0.02197998],"study_design_scores_gemma":[0.96636593,0.0036886379,0.02524057,0.0006889388,0.00040555338,0.000023482413,0.0014833823,0.0006453057,0.0000024855049,0.0008574428,0.00026969047,0.0003285765],"about_ca_topic_score_codex":0.0011773896,"about_ca_topic_score_gemma":0.0012510484,"teacher_disagreement_score":0.021939613,"about_ca_system_score_codex":0.00014977294,"about_ca_system_score_gemma":0.00035752356,"threshold_uncertainty_score":0.9999604},"labels":[],"label_agreement":null},{"id":"W4380082018","doi":"10.2196/44753","title":"Parents’ Perceptions of Children’s and Adolescents’ Use of Electronic Devices to Promote Physical Activity: Systematic Review of Qualitative Evidence","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Psychological intervention; Scopus; Psychology; Socialization; MEDLINE; Medicine; Medical education; Developmental psychology; Psychiatry","score_opus":0.2675973776238181,"score_gpt":0.5722412426239765,"score_spread":0.3046438650001584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380082018","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018594885,0.94325083,0.000048638496,0.0005650014,0.00010473167,0.03621256,0.001139143,0.000079070356,0.0000051563024],"genre_scores_gemma":[0.008441486,0.9747338,0.00014088844,0.0007673707,0.00013309173,0.015458825,0.00014599158,0.00010712449,0.00007137911],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98760027,0.005120297,0.0040511163,0.0010164221,0.0007610085,0.0014508872],"domain_scores_gemma":[0.9878303,0.0033294144,0.0056834025,0.0011573685,0.0006749067,0.0013246238],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004555985,0.00069374446,0.0065605254,0.0006218253,0.00054487615,0.000008253663,0.0004219439,0.0004684972,0.000012954988],"category_scores_gemma":[0.0017483917,0.00054962694,0.00035744114,0.001599864,0.00022392301,0.00023025926,0.0002763802,0.0015945979,0.000046853787],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004971134,0.00028448118,0.00028860322,0.9465902,0.00007241773,1.740742e-7,0.002963881,5.6537925e-8,2.6170645e-7,0.0006411401,0.00051988015,0.048589204],"study_design_scores_gemma":[0.00031352634,0.0006754635,0.0051896004,0.9851497,0.0020397261,0.00000673947,0.0006295886,0.000008846739,1.13842276e-7,0.000044318724,0.0056209043,0.00032147748],"about_ca_topic_score_codex":0.0013533233,"about_ca_topic_score_gemma":0.0003028069,"teacher_disagreement_score":0.048267726,"about_ca_system_score_codex":0.00050734816,"about_ca_system_score_gemma":0.0060978853,"threshold_uncertainty_score":0.99969554},"labels":[],"label_agreement":null},{"id":"W4380084547","doi":"10.2196/43742","title":"Assessing the Effectiveness of mHealth Interventions for Diabetes and Hypertension Management in Africa: Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Meta-analysis; Psychological intervention; Medicine; Diabetes mellitus; Systematic review; MEDLINE; Nursing; Political science; Internal medicine","score_opus":0.42570732290179897,"score_gpt":0.5687782155348654,"score_spread":0.14307089263306644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380084547","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057743357,0.94786173,0.00012760752,0.0013809215,0.00011996767,0.04989625,0.0003894531,0.0000806142,0.0000857295],"genre_scores_gemma":[0.00038696147,0.89407575,0.00029848257,0.001298759,0.000041170017,0.10339357,0.0002307654,0.00009357866,0.0001809657],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9836633,0.008316819,0.0049280226,0.0012045606,0.00038609156,0.0015011771],"domain_scores_gemma":[0.98199064,0.012471152,0.0033444967,0.0011057137,0.00026620954,0.00082177407],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.021977354,0.00073281943,0.011022924,0.0012070937,0.0014696518,0.00003816407,0.00034833135,0.00049670023,0.000013724214],"category_scores_gemma":[0.00064701925,0.0004485142,0.0011192046,0.0025504474,0.00018630346,0.00014819976,0.00031330955,0.0012171876,0.000009214424],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000097574975,0.00009166112,0.000033715478,0.9830409,0.005598887,9.383722e-7,0.00010550106,1.9110384e-7,5.812126e-9,0.0028257193,0.00031015655,0.007982523],"study_design_scores_gemma":[0.00078992813,0.00021193088,0.002023613,0.3177666,0.6541305,0.0000064245646,0.000580869,0.000061620485,6.086463e-9,0.0008162676,0.023175389,0.00043681424],"about_ca_topic_score_codex":0.00017649226,"about_ca_topic_score_gemma":0.0002085231,"teacher_disagreement_score":0.6652743,"about_ca_system_score_codex":0.00034102617,"about_ca_system_score_gemma":0.0009971766,"threshold_uncertainty_score":0.9998303},"labels":[],"label_agreement":null},{"id":"W4381250207","doi":"10.2196/49937","title":"Correction: Predictors of Playing Augmented Reality Mobile Games While Walking Based on the Theory of Planned Behavior: Web-Based Survey","year":2023,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Impulse Buying and Technology Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Theory of planned behavior; Computer science; Augmented reality; Human–computer interaction; Psychology; Applied psychology; Multimedia; World Wide Web; Artificial intelligence","score_opus":0.08351193777714347,"score_gpt":0.31891293709953306,"score_spread":0.2354009993223896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381250207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9059933,0.004984743,0.00023484384,0.0022389758,0.048942875,0.0046758056,0.015552998,0.0008201946,0.016556261],"genre_scores_gemma":[0.9939301,0.000792695,0.000017972003,0.00045132954,0.00021976182,0.0003260101,0.0011165518,0.000086164844,0.003059388],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99665517,0.00038171478,0.0014193892,0.0006765809,0.00016831618,0.0006988168],"domain_scores_gemma":[0.99545366,0.001292457,0.002070809,0.0008681558,0.00009523664,0.00021970304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004882463,0.00040365852,0.0011982499,0.0008354687,0.00038967616,0.000027830889,0.00037251503,0.00079661806,0.00009025504],"category_scores_gemma":[0.0007116188,0.00036053627,0.00016173447,0.00073011406,0.0003032996,0.00005072542,0.000059823287,0.0013248468,0.000015515829],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009324474,0.00081453135,0.2598177,0.003524126,0.00010332602,0.000007288572,0.0006062188,0.00014461213,0.0000011650433,0.0014449283,0.7280062,0.004597502],"study_design_scores_gemma":[0.0017117313,0.0023054972,0.9654079,0.0010167812,0.00009083518,0.0000036393867,0.000392469,0.011096773,0.00002246857,0.0005570528,0.016876329,0.00051851594],"about_ca_topic_score_codex":0.0015476845,"about_ca_topic_score_gemma":0.00036003458,"teacher_disagreement_score":0.71112984,"about_ca_system_score_codex":0.00026068697,"about_ca_system_score_gemma":0.00085173175,"threshold_uncertainty_score":0.99988467},"labels":[],"label_agreement":null},{"id":"W4381714955","doi":"10.2196/45162","title":"Influencing Factors to mHealth Uptake With Indigenous Populations: Qualitative Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"mHealth; CINAHL; Indigenous; PsycINFO; Critical appraisal; Qualitative research; Population; Systematic review; Service provider; Medicine; MEDLINE; Psychology; Nursing; Psychological intervention; Environmental health; Service (business); Business; Political science; Alternative medicine; Sociology; Ecology; Social science; Biology; Marketing","score_opus":0.36120457962595187,"score_gpt":0.5908741859863333,"score_spread":0.22966960636038147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381714955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035382085,0.9195295,0.00011006419,0.0012465591,0.0007328519,0.07576982,0.0011167405,0.0009157232,0.00022490454],"genre_scores_gemma":[0.000024230061,0.8950086,0.0007942064,0.010604403,0.0004948389,0.09017783,0.0014277211,0.00045201296,0.0010161533],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9768426,0.0066195307,0.008738578,0.0022363802,0.0013662264,0.0041966983],"domain_scores_gemma":[0.98078996,0.0043190573,0.0062734857,0.002327434,0.00073692144,0.0055531505],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009209863,0.0017744789,0.009774115,0.0016630841,0.00493157,0.000052615705,0.00093407836,0.0012985992,0.00007140994],"category_scores_gemma":[0.0016812248,0.0012671079,0.00042773958,0.0045180237,0.00015213527,0.00025540908,0.0003027979,0.004101749,0.0018569487],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028018212,0.00008489289,0.00005298796,0.9495484,0.00008286237,0.000006417465,0.012161595,3.5847535e-7,2.4904627e-9,0.0021873023,0.00467528,0.031171843],"study_design_scores_gemma":[0.00043464266,0.00050560775,0.00036469332,0.64113545,0.0023481145,0.000025620255,0.005308068,0.0000014322433,1.9733486e-9,0.0001437755,0.3489426,0.0007899709],"about_ca_topic_score_codex":0.002842877,"about_ca_topic_score_gemma":0.0031439892,"teacher_disagreement_score":0.34426734,"about_ca_system_score_codex":0.0032095308,"about_ca_system_score_gemma":0.019427381,"threshold_uncertainty_score":0.9999979},"labels":[],"label_agreement":null},{"id":"W4382501297","doi":"10.2196/44585","title":"Economic Evaluation of Digital Therapeutic Care Apps for Unsupervised Treatment of Low Back Pain: Monte Carlo Simulation","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Probabilistic logic; Monte Carlo method; Markov chain Monte Carlo; Medicine; Artificial intelligence; Statistics; Bayesian probability; Mathematics","score_opus":0.1750370236826579,"score_gpt":0.4790603001150401,"score_spread":0.3040232764323822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382501297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99189836,0.0020516748,0.000059950024,0.0005744854,0.00053518394,0.0030974746,0.00095922337,0.000047133737,0.00077649276],"genre_scores_gemma":[0.99864316,0.000056703117,0.000023415081,0.00008127953,0.00006732816,0.00055858155,0.00026601416,0.000030337324,0.0002731926],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99812704,0.00020512752,0.00076461706,0.0003262558,0.00018157954,0.00039538566],"domain_scores_gemma":[0.99866635,0.00035418555,0.00034022212,0.0002798662,0.00015855,0.0002008108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000626902,0.00016394703,0.00035893745,0.00019519222,0.00009192491,0.000016254473,0.000072182185,0.00010170217,0.000064287415],"category_scores_gemma":[0.000017537715,0.00015547509,0.0001299157,0.00015820535,0.000057111218,0.00013463593,0.000012083897,0.00004202501,0.00005640293],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008629597,0.0007637287,0.014121317,0.005730132,0.00009364308,4.2716567e-7,0.00902216,0.004034244,0.0000025642235,0.0011125109,0.0004415324,0.9638148],"study_design_scores_gemma":[0.036256313,0.03934289,0.5344297,0.0013687733,0.00060046173,0.000009144051,0.029266275,0.33964452,0.00017855593,0.00913951,0.008654584,0.0011092399],"about_ca_topic_score_codex":0.00022697684,"about_ca_topic_score_gemma":0.00015093002,"teacher_disagreement_score":0.96270555,"about_ca_system_score_codex":0.00046902112,"about_ca_system_score_gemma":0.00030077386,"threshold_uncertainty_score":0.63400906},"labels":[],"label_agreement":null},{"id":"W4383186603","doi":"10.2196/44929","title":"Digital Technologies for Women’s Pelvic Floor Muscle Training to Manage Urinary Incontinence Across Their Life Course: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Council of New Zealand","keywords":"Urinary incontinence; Quality of life (healthcare); Medicine; mHealth; Pelvic Floor Muscle; Physical therapy; MEDLINE; Psychology; Nursing; Psychological intervention","score_opus":0.06703421725989867,"score_gpt":0.40295656348507464,"score_spread":0.33592234622517597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383186603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92653644,0.03355872,0.000048929185,0.033014484,0.00017543783,0.0050393096,0.00020699756,0.0009641459,0.00045556077],"genre_scores_gemma":[0.96782225,0.022791715,0.00032595775,0.0054835468,0.00009962274,0.0025072428,0.00011327312,0.000060696104,0.00079566636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972302,0.000029974797,0.00057046534,0.0006203399,0.0002457201,0.0013033538],"domain_scores_gemma":[0.9984784,0.00013934424,0.0001814888,0.00046280664,0.00007329384,0.00066466344],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006695226,0.00030420255,0.0008029712,0.00016493832,0.00037268476,0.000046872512,0.00017706072,0.00012572398,0.000011773357],"category_scores_gemma":[0.00042400628,0.00025318688,0.00008025079,0.00073782634,0.00010933784,0.00018455287,0.00016257541,0.00023154901,0.0000706485],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052903563,0.00054006965,0.006347086,0.09053921,0.000093336734,0.00009154904,0.012550109,0.000002583397,0.000015121053,0.00005850924,0.0061422396,0.88309115],"study_design_scores_gemma":[0.025390692,0.01393671,0.6369926,0.14387144,0.00043922197,0.0003654053,0.109809905,0.0008614248,0.000025302896,0.0018334468,0.064258225,0.0022156592],"about_ca_topic_score_codex":0.000014155851,"about_ca_topic_score_gemma":0.000023160343,"teacher_disagreement_score":0.88087547,"about_ca_system_score_codex":0.00017699685,"about_ca_system_score_gemma":0.00058235193,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W4383302738","doi":"10.2196/43340","title":"Smartwatch-Based Maximum Oxygen Consumption Measurement for Predicting Acute Mountain Sickness: Diagnostic Accuracy Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chinese People’s Liberation Army; National Natural Science Foundation of China","keywords":"Cardiorespiratory fitness; Medicine; VO2 max; Effects of high altitude on humans; Physical therapy; Logistic regression; Ventilatory threshold; Receiver operating characteristic; Altitude (triangle); Internal medicine; Blood pressure; Heart rate; Mathematics","score_opus":0.09190980591704175,"score_gpt":0.394384512741317,"score_spread":0.30247470682427524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383302738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99329674,0.0007864719,0.0009882485,0.0010116202,0.0002772423,0.003463207,0.000083969615,0.00007092973,0.000021568547],"genre_scores_gemma":[0.9960983,0.0005212783,0.00015709989,0.00068814016,0.00033858416,0.0015271674,0.0006105548,0.00003228752,0.000026610292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977844,0.00024287307,0.00042366292,0.0005319874,0.00047814983,0.0005389326],"domain_scores_gemma":[0.998766,0.00014751259,0.00020487494,0.0003128925,0.0002984862,0.00027021268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024949599,0.0002028466,0.0002313448,0.00010614297,0.00043205815,0.000042655032,0.00011663494,0.00012728976,0.000012993063],"category_scores_gemma":[0.00055733346,0.00019442923,0.00005364508,0.00014986159,0.0000383968,0.000010762707,0.000050216164,0.000112393245,0.000025869156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003607311,0.0025517424,0.797571,0.005955744,0.0007160187,0.000026323978,0.003300658,0.0012135236,0.036817465,0.00012801055,0.03774008,0.11037213],"study_design_scores_gemma":[0.008451764,0.003583426,0.96808034,0.00010925495,0.0006071274,0.0000073630144,0.0007443445,0.007935446,0.001149324,0.00030822537,0.008535959,0.00048743837],"about_ca_topic_score_codex":0.00008965296,"about_ca_topic_score_gemma":0.00044347535,"teacher_disagreement_score":0.17050934,"about_ca_system_score_codex":0.000106324536,"about_ca_system_score_gemma":0.0006695434,"threshold_uncertainty_score":0.7928594},"labels":[],"label_agreement":null},{"id":"W4383889150","doi":"10.2196/46143","title":"The Use of Patient-Oriented Mobile Phone Apps in Oral Health: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Suomen Hammaslääkäriseura Apollonia","keywords":"Mobile phone; Medicine; Oral health; Scopus; Inclusion (mineral); mHealth; MEDLINE; Family medicine; Psychology; Psychological intervention; Nursing; Computer science","score_opus":0.18187278305383628,"score_gpt":0.5078088483306638,"score_spread":0.3259360652768275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383889150","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6180675,0.23561606,0.00018895458,0.06400422,0.0031163022,0.076969504,0.00047034837,0.001023406,0.00054369244],"genre_scores_gemma":[0.07468757,0.8439176,0.00081272016,0.036555596,0.00024647685,0.04281445,0.0003452533,0.000112204645,0.0005081053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908581,0.0019417458,0.0034811525,0.00072746736,0.0005745966,0.0024169474],"domain_scores_gemma":[0.9929675,0.002710593,0.0016523411,0.0009528885,0.00028281115,0.0014338722],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004337427,0.00035093716,0.0011650623,0.00038756407,0.0024830922,0.000012117872,0.00025220276,0.00024874826,0.00007142161],"category_scores_gemma":[0.00060053973,0.000271649,0.000088366156,0.0025657946,0.00020846711,0.00019956873,0.00020671813,0.0012580869,0.00020295789],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048041958,0.00035433812,0.026331846,0.18026462,0.000013481451,0.000005430576,0.0040129772,0.000033223158,0.0000040655755,0.0067279954,0.18837214,0.59339947],"study_design_scores_gemma":[0.0032181267,0.0009904732,0.04647527,0.0632176,0.000032355783,0.000008830288,0.0030673004,0.0007012853,0.0000021852925,0.0003528651,0.88146806,0.00046566757],"about_ca_topic_score_codex":0.002695278,"about_ca_topic_score_gemma":0.004841709,"teacher_disagreement_score":0.6930959,"about_ca_system_score_codex":0.00040771614,"about_ca_system_score_gemma":0.0049247355,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W4384026751","doi":"10.2196/47473","title":"The Impact of a Digital Weight Loss Intervention on Health Care Resource Utilization and Costs Compared Between Users and Nonusers With Overweight and Obesity: Retrospective Analysis Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Medicine; Overweight; Weight loss; Health care; Telehealth; Weight management; Retrospective cohort study; Obesity; Body mass index; Medical prescription; Gerontology; Demography; Emergency medicine; Telemedicine; Internal medicine; Nursing","score_opus":0.0629164936229469,"score_gpt":0.4622006462622761,"score_spread":0.39928415263932915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384026751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98811185,0.0018923322,0.000062084175,0.0027958222,0.00005033974,0.0062074326,0.0005625938,0.00013235242,0.00018516881],"genre_scores_gemma":[0.9919867,0.006019806,0.000024663173,0.00032386705,0.00010976187,0.0010120777,0.0004127626,0.000045213692,0.00006513679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532914,0.000949855,0.0012644865,0.0008578656,0.00048006975,0.0011185905],"domain_scores_gemma":[0.9956243,0.001095233,0.0011054622,0.00055042154,0.0002653659,0.0013592382],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017710646,0.0003844344,0.0010362134,0.0006196764,0.0029777805,0.000060702536,0.00013742968,0.00018993884,0.000005633733],"category_scores_gemma":[0.00009589797,0.00026509224,0.00007900306,0.0018080231,0.00033754157,0.00019672682,0.000150505,0.00075326517,0.0000037529717],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071684207,0.00015412575,0.95514476,0.0014698477,0.00016233612,0.0000015988235,0.008949775,0.0000041470025,9.535123e-8,0.0005598747,0.0013516534,0.031484965],"study_design_scores_gemma":[0.0030945858,0.003024855,0.9747394,0.00027913565,0.00019670188,0.0000025402207,0.01593813,0.0003632516,2.0124817e-7,0.00011777399,0.0020641417,0.00017931174],"about_ca_topic_score_codex":0.0034072218,"about_ca_topic_score_gemma":0.0035715955,"teacher_disagreement_score":0.031305656,"about_ca_system_score_codex":0.0007866823,"about_ca_system_score_gemma":0.0008875785,"threshold_uncertainty_score":0.99998015},"labels":[],"label_agreement":null},{"id":"W4384943520","doi":"10.2196/44147","title":"Blood Pressure Measurement Based on the Camera and Inertial Measurement Unit of a Smartphone: Instrument Validation Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Trade, Industry and Energy","keywords":"Blood pressure; Medicine; Photoplethysmogram; Population; Cuff; Physical therapy; Statistics; Mathematics; Internal medicine; Computer science; Surgery","score_opus":0.09470546465157474,"score_gpt":0.30524563023524326,"score_spread":0.2105401655836685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384943520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679464,0.00053790613,0.00006385628,0.0005916391,0.0003146605,0.0014101163,0.000015221599,0.00014624748,0.00012573776],"genre_scores_gemma":[0.9993322,0.00014430872,0.000036782003,0.00008297732,0.00012559669,0.00023805718,0.0000045224915,0.00003145425,0.0000040976724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780554,0.00019982348,0.0004061169,0.00025768334,0.0009442457,0.00038659142],"domain_scores_gemma":[0.9991714,0.0000844213,0.00009862045,0.00028497237,0.00013676334,0.00022383255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017747362,0.0002077706,0.00025524927,0.00017761608,0.00020098561,0.00003154109,0.0001015536,0.000056531728,0.0000070107067],"category_scores_gemma":[0.000078722136,0.0001609291,0.000025535017,0.0004014379,0.00003338339,0.00005944568,0.000037834652,0.0002344149,0.0000038847875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013078172,0.0035716041,0.7261396,0.021604884,0.0014358052,0.000043391894,0.019317253,0.024719676,0.109374195,0.0006678693,0.0047664572,0.08705143],"study_design_scores_gemma":[0.0068770368,0.003687964,0.93834126,0.0008257722,0.0006945283,0.000004366225,0.002542573,0.0075563393,0.03754205,0.00012254914,0.0011294952,0.00067609176],"about_ca_topic_score_codex":0.00025414315,"about_ca_topic_score_gemma":0.000083204046,"teacher_disagreement_score":0.21220163,"about_ca_system_score_codex":0.00008796918,"about_ca_system_score_gemma":0.00016619104,"threshold_uncertainty_score":0.6562498},"labels":[],"label_agreement":null},{"id":"W4384946283","doi":"10.2196/49677","title":"Evaluating the Impact of an mHealth Platform for Managing Acute Postoperative Dental Pain: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dental Anxiety and Anesthesia Techniques","field":"Dentistry","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"mHealth; Medicine; Randomized controlled trial; Physical therapy; Quality of life (healthcare); Intervention (counseling); Patient satisfaction; Psychological intervention; Nursing; Surgery","score_opus":0.08061503177114471,"score_gpt":0.45622605871312877,"score_spread":0.37561102694198406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384946283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863788,0.00032906752,0.00027938007,0.0010384091,0.00027646587,0.011175529,0.00007882384,0.00024748108,0.00019603872],"genre_scores_gemma":[0.9944496,0.00075705425,0.0005792341,0.00095480215,0.00030109647,0.0023367612,0.00017795611,0.0000448071,0.0003986554],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99569356,0.00140116,0.0012385062,0.00044294624,0.000467685,0.0007561428],"domain_scores_gemma":[0.9962088,0.0021913499,0.00078995875,0.00032396978,0.0001330579,0.00035290016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014069933,0.00032882715,0.0016331507,0.0001950842,0.0008019425,0.00009475863,0.00027242608,0.00015925628,0.000033017863],"category_scores_gemma":[0.00040238095,0.0001903794,0.00062726083,0.0003554731,0.00020061985,0.00028091736,0.000058974187,0.00032505445,0.000010325147],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95654655,0.00022889356,0.00020376206,0.00042111875,0.00021466106,0.000015812833,0.0018308705,0.000017589056,0.00009592175,0.0024660141,0.0010182227,0.036940586],"study_design_scores_gemma":[0.90259874,0.007226594,0.0025015601,0.00013239884,0.00027516254,0.00011887411,0.001899723,0.07923864,0.00005045727,0.005649228,0.00003245061,0.0002761596],"about_ca_topic_score_codex":0.0007704147,"about_ca_topic_score_gemma":0.00009090354,"teacher_disagreement_score":0.07922105,"about_ca_system_score_codex":0.00015369242,"about_ca_system_score_gemma":0.00050043286,"threshold_uncertainty_score":0.77634466},"labels":[],"label_agreement":null},{"id":"W4384949726","doi":"10.2196/47553","title":"Current Status and Trends in mHealth-Based Research for Treatment and Intervention in Tinnitus: Bibliometric and Comparative Product Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing, Cochlea, Tinnitus, Genetics","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Peking University; Zhejiang University","keywords":"mHealth; Tinnitus; Health care; Medicine; Systematic review; MEDLINE; Medical education; Psychology; Family medicine; Gerontology; Psychiatry; Psychological intervention; Political science","score_opus":0.5339107916064132,"score_gpt":0.5633956407773281,"score_spread":0.029484849170914873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384949726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895644,0.007013035,0.000021720598,0.001757011,0.00008360308,0.0013783443,0.000095884505,0.000046598605,0.00003937664],"genre_scores_gemma":[0.9826461,0.016539345,0.00015676042,0.00010256672,0.000050472958,0.00034905373,0.000053638127,0.000017813127,0.00008423127],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957375,0.00088229217,0.0007292091,0.0010751851,0.00037484805,0.0012009819],"domain_scores_gemma":[0.9977986,0.0009713079,0.0001982606,0.00027518868,0.00009430485,0.0006623413],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0027765906,0.00024505434,0.00063124084,0.03473048,0.00036073936,0.00012747475,0.00008639729,0.00008263272,0.0000063458674],"category_scores_gemma":[0.00039495053,0.0002269678,0.00004206002,0.046697978,0.00025452155,0.00013099854,0.00010143166,0.00033769818,0.0000021068274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006560842,0.0007146544,0.44972074,0.0022507827,0.000013296046,0.0000071674467,0.0043763868,0.00006293192,0.0001930574,0.00023711506,0.0003879863,0.5413798],"study_design_scores_gemma":[0.0030889797,0.0017327785,0.97658116,0.00009672041,0.0000410783,0.000002519701,0.00045594046,0.013964799,0.00021812737,0.00015156438,0.0034925095,0.00017381617],"about_ca_topic_score_codex":0.0017989903,"about_ca_topic_score_gemma":0.0037332524,"teacher_disagreement_score":0.54120594,"about_ca_system_score_codex":0.00033368368,"about_ca_system_score_gemma":0.00031663507,"threshold_uncertainty_score":0.97621},"labels":[],"label_agreement":null},{"id":"W4385264903","doi":"10.2196/48812","title":"G Tolerance Prediction Model Using Mobile Device–Measured Cardiac Force Index for Military Aircrew: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spaceflight effects on biology","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Affairs Bureau; Kaohsiung Armed Forces General Hospital","keywords":"Aircrew; Observational study; Index (typography); Aeronautics; Computer science; Medicine; Engineering; Internal medicine","score_opus":0.1558103038764493,"score_gpt":0.4241585587552823,"score_spread":0.26834825487883296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385264903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98959523,0.0017023353,0.00105392,0.0011664106,0.00047319222,0.0055438983,0.00019526292,0.00024407262,0.00002569626],"genre_scores_gemma":[0.9946452,0.0003163134,0.001181159,0.0015024693,0.0004980281,0.0013241486,0.00027354495,0.000042830397,0.00021633264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784166,0.00014858069,0.0004991789,0.0005474009,0.0003337031,0.00062950247],"domain_scores_gemma":[0.9987114,0.00020182181,0.000119132936,0.0003167277,0.00022671733,0.00042417372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011706142,0.00021957055,0.0005746203,0.0002132818,0.00035711794,0.000006691574,0.00006580565,0.00019251702,0.0000034349764],"category_scores_gemma":[0.00009254818,0.0001994005,0.00008463431,0.00046150154,0.00005345791,0.00011464523,0.00003373455,0.0002518404,0.000005289627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030697142,0.00064153725,0.9600594,0.004108872,0.00012434508,0.000007864232,0.0029464844,0.012295289,0.0013881458,0.00009167402,0.008770725,0.0064959414],"study_design_scores_gemma":[0.002574241,0.0018512345,0.6073101,0.00007681161,0.00010167546,0.0000072322214,0.0005424984,0.38646275,0.000016133807,0.00013684064,0.0007952935,0.00012520648],"about_ca_topic_score_codex":0.0002623962,"about_ca_topic_score_gemma":0.00006690918,"teacher_disagreement_score":0.37416744,"about_ca_system_score_codex":0.00025617564,"about_ca_system_score_gemma":0.0008508443,"threshold_uncertainty_score":0.81313163},"labels":[],"label_agreement":null},{"id":"W4385331191","doi":"10.2196/46359","title":"Longer-Term Effects of Cardiac Telerehabilitation on Patients With Coronary Artery Disease: Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University; National Natural Science Foundation of China","keywords":"Telerehabilitation; Medicine; Coronary artery disease; Meta-analysis; Physical therapy; Randomized controlled trial; Rehabilitation; Anxiety; Quality of life (healthcare); Internal medicine; Telemedicine; Health care; Psychiatry","score_opus":0.06959495307817731,"score_gpt":0.4175354312911174,"score_spread":0.3479404782129401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385331191","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018331317,0.9727443,0.000001045538,0.00027323168,0.00013347168,0.02401271,0.00090887846,0.00007353926,0.000019679906],"genre_scores_gemma":[0.0013914461,0.991393,0.000039465027,0.0019829217,0.000063037456,0.003780666,0.0011149707,0.00010555814,0.00012888327],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99360836,0.0014537586,0.0022578724,0.001006737,0.000882132,0.00079116604],"domain_scores_gemma":[0.9933378,0.0016315342,0.0015683246,0.0010422922,0.00019783252,0.0022222018],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014490858,0.0007838827,0.013498173,0.0007456983,0.00019374177,0.000014238124,0.00009509374,0.00025371378,0.000012680889],"category_scores_gemma":[0.00021721814,0.00048249756,0.001597102,0.0012583449,0.00012746095,0.00007137466,0.000052420368,0.0005955372,0.00002055355],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012740161,0.0002595277,0.0005028422,0.9693051,0.013929582,0.0000146560415,0.000102650825,2.0070425e-8,1.0461587e-9,0.000014609625,0.00020767249,0.015535955],"study_design_scores_gemma":[0.0005843031,0.0020174312,0.040676992,0.17432538,0.7806894,0.000014923273,0.00002029479,3.928843e-7,7.2172877e-9,0.000003357244,0.0013465526,0.00032093242],"about_ca_topic_score_codex":0.000032492928,"about_ca_topic_score_gemma":0.000008138007,"teacher_disagreement_score":0.7949797,"about_ca_system_score_codex":0.00042163738,"about_ca_system_score_gemma":0.0015395709,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W4385554286","doi":"10.2196/45079","title":"The Use of a Decision Support System (MyFood) to Assess Dietary Intake Among Free-Living Older Adults in Norway: Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitetet i Oslo","keywords":"Malnutrition; Medicine; Gerontology; Activities of daily living; Physical therapy","score_opus":0.2108432960150425,"score_gpt":0.4543929419865042,"score_spread":0.2435496459714617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385554286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921171,0.0001810525,0.000038883172,0.0021497053,0.0004915652,0.0048306175,0.00002087949,0.00009044221,0.00007976413],"genre_scores_gemma":[0.99742866,0.00037004924,0.0005037745,0.0009178023,0.00014591246,0.0005250594,0.000026447688,0.000030342693,0.00005195302],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964178,0.00046256755,0.0011215259,0.00046383202,0.0008902501,0.0006440297],"domain_scores_gemma":[0.9972357,0.00097244955,0.00029020247,0.00056955504,0.00029580545,0.000636251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045892675,0.00018559626,0.0005257725,0.0005228116,0.00037443373,0.000037644062,0.00012829943,0.000105914965,0.000025432397],"category_scores_gemma":[0.0005645659,0.00014043931,0.000040625226,0.0011133809,0.000044194483,0.00014799442,0.00011886791,0.00038856617,0.00002110332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014455677,0.00073477364,0.7806689,0.006739416,0.000018294862,0.000049842765,0.01167013,0.000027237636,0.000008736716,0.00006345482,0.0081322435,0.19044136],"study_design_scores_gemma":[0.0032097604,0.0012723358,0.9714419,0.002962819,0.000047036287,0.000015627938,0.010822055,0.009825246,0.0000013422266,0.000017029748,0.00028397772,0.00010087282],"about_ca_topic_score_codex":0.0010794295,"about_ca_topic_score_gemma":0.0036618735,"teacher_disagreement_score":0.19077295,"about_ca_system_score_codex":0.00037302074,"about_ca_system_score_gemma":0.00062420237,"threshold_uncertainty_score":0.5726949},"labels":[],"label_agreement":null},{"id":"W4385569413","doi":"10.2196/46853","title":"Retention in an mHealth App Aiming to Promote the Use of HIV Pre-Exposure Prophylaxis Among Female Sex Workers in Dar es Salaam, Tanzania: Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; Norges Forskningsråd; European Commission","keywords":"mHealth; Tanzania; Psychological intervention; Medicine; Cohort; Demography; Family medicine; Gerontology; Nursing; Geography","score_opus":0.0838446520300196,"score_gpt":0.4262496419524913,"score_spread":0.3424049899224717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385569413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9536964,0.00017268362,0.0000646413,0.0024965298,0.00033971894,0.04265014,0.00012773764,0.00032160006,0.00013052241],"genre_scores_gemma":[0.9657761,0.0005034899,0.00057725806,0.0011589602,0.00026735166,0.0307726,0.00014216457,0.0001129366,0.00068914494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98947144,0.0025147826,0.0030483515,0.0015976649,0.0008902673,0.0024775208],"domain_scores_gemma":[0.994695,0.0007517513,0.0011956389,0.0013802863,0.0003565949,0.0016207229],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0076918653,0.00054671866,0.0012704196,0.001062,0.0018103981,0.000040931674,0.00047094477,0.00051239284,0.000030883086],"category_scores_gemma":[0.00045467212,0.00044847073,0.00007593686,0.0039040567,0.00021028511,0.0005068772,0.00026092608,0.0023275104,0.00005417759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007167801,0.00077452976,0.94906497,0.0038250652,0.0000117117315,0.000008643484,0.024215568,0.00018394548,0.0000058666124,0.0002653538,0.0011374658,0.019790083],"study_design_scores_gemma":[0.0022994308,0.0024933417,0.97464395,0.0006740737,0.000035556328,0.0000018242608,0.016753651,0.001063417,0.0000016589404,0.00014196472,0.0015931051,0.0002980282],"about_ca_topic_score_codex":0.011787476,"about_ca_topic_score_gemma":0.030669779,"teacher_disagreement_score":0.025578959,"about_ca_system_score_codex":0.0010693349,"about_ca_system_score_gemma":0.0030455482,"threshold_uncertainty_score":0.99997413},"labels":[],"label_agreement":null},{"id":"W4385572642","doi":"10.2196/42968","title":"The Importance of Activating Factors in Physical Activity Interventions for Older Adults Using Information and Communication Technologies: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Information and Communications Technology; Psychology; Systematic review; mHealth; Gerontology; Medicine; Applied psychology; Computer science; MEDLINE; World Wide Web; Psychiatry","score_opus":0.24083096764098552,"score_gpt":0.5102455456346585,"score_spread":0.26941457799367297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385572642","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035207685,0.9549993,0.000037248807,0.0005759974,0.000026530824,0.009003895,0.000074692274,0.00006954563,0.0000050802496],"genre_scores_gemma":[0.016543712,0.9823268,0.00006994759,0.000042371557,0.000017058346,0.00089679356,0.00007886291,0.000020614603,0.000003846893],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9978328,0.00027530707,0.0011474125,0.00022088621,0.00018823965,0.00033537767],"domain_scores_gemma":[0.995649,0.0017034275,0.0019666988,0.00047548985,0.00009120909,0.0001142152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011000885,0.0002521374,0.002546431,0.0001897031,0.00030735432,0.000017942168,0.00013696795,0.00018174932,1.8519674e-7],"category_scores_gemma":[0.00095860247,0.00015561149,0.00022039497,0.0005417174,0.000112524314,0.00026447725,0.00010112667,0.000688573,5.475294e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018516943,0.0001497935,0.00002589219,0.84946805,0.000024245224,7.273614e-8,0.0002936648,1.6656982e-8,3.3925748e-8,0.00027252428,0.000011592114,0.1497356],"study_design_scores_gemma":[0.00041150904,0.00027827168,0.0007028142,0.99557304,0.00068702095,0.0000078115445,0.00076547614,0.00046069408,4.6598004e-7,0.0001577067,0.000817741,0.00013742973],"about_ca_topic_score_codex":0.00014715976,"about_ca_topic_score_gemma":0.00009305971,"teacher_disagreement_score":0.14959818,"about_ca_system_score_codex":0.00028154728,"about_ca_system_score_gemma":0.00052689057,"threshold_uncertainty_score":0.63456523},"labels":[],"label_agreement":null},{"id":"W4385653417","doi":"10.2196/47371","title":"App-Based Mindfulness for Attenuation of Subjective and Physiological Stress Reactivity in a Population With Elevated Stress: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Randomized controlled trial; Stress (linguistics); Clinical psychology; Population; Psychology; Medicine; Psychotherapist; Internal medicine; Environmental health","score_opus":0.06907871446680446,"score_gpt":0.42279875039466813,"score_spread":0.35372003592786366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385653417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878395,0.000076643926,0.00029423265,0.0007352602,0.00028437618,0.010355646,0.0002811509,0.000066260516,0.0000669354],"genre_scores_gemma":[0.9928606,0.000004089455,0.000047873757,0.00008867537,0.00006313145,0.006457316,0.00039680678,0.000018238592,0.000063229345],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99719906,0.00084703794,0.0009113706,0.00042352517,0.00018417752,0.00043481527],"domain_scores_gemma":[0.9973036,0.0015736313,0.0006983958,0.00015719478,0.00009243999,0.00017473592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001620328,0.00018766518,0.0011813429,0.0003164294,0.000117777956,0.000015492418,0.00005415371,0.00015351418,0.000009872178],"category_scores_gemma":[0.00025688298,0.00013822396,0.00010196155,0.00039141014,0.00013260933,0.000109090084,0.000014606166,0.00017528314,0.0000017293155],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9805025,0.0011238868,0.0045742365,0.001177307,0.000042503732,0.0000019380273,0.00040969046,0.000016741324,0.0000056913645,0.0028222913,0.000037140824,0.0092861],"study_design_scores_gemma":[0.7852605,0.0027527148,0.20702934,0.00030275233,0.00006450123,0.0000011141817,0.00039860033,0.0016942337,0.00007163826,0.0022968226,0.0000024423327,0.0001253389],"about_ca_topic_score_codex":0.001204918,"about_ca_topic_score_gemma":0.00068683503,"teacher_disagreement_score":0.2024551,"about_ca_system_score_codex":0.00009645787,"about_ca_system_score_gemma":0.00013153824,"threshold_uncertainty_score":0.563661},"labels":[],"label_agreement":null},{"id":"W4385656370","doi":"10.2196/48638","title":"Smartphone-Assisted Medical Care for Vestibular Dysfunction as a Telehealth Strategy for Digital Therapy Beyond COVID-19: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; Telehealth; Medicine; MEDLINE; Cochrane Library; Medical emergency; Systematic review; mHealth; Health care; Alternative medicine; Psychological intervention; Nursing","score_opus":0.11364886776860997,"score_gpt":0.4379972070957844,"score_spread":0.32434833932717444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385656370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5826392,0.17041406,0.023621297,0.15065767,0.0073067932,0.057104506,0.0028766952,0.0038264669,0.0015532821],"genre_scores_gemma":[0.7489595,0.13628094,0.00020728674,0.107727475,0.0012318597,0.0039621945,0.0011050333,0.00018143762,0.00034429302],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964607,0.00021335819,0.0007526146,0.0009206641,0.0006122131,0.0010404787],"domain_scores_gemma":[0.9965484,0.0009212724,0.00034112195,0.000339354,0.00009954352,0.0017502871],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009207477,0.00032569846,0.0006217448,0.00019165146,0.0012654425,0.00011441157,0.00024968828,0.00021212996,0.000047926118],"category_scores_gemma":[0.0025617918,0.00029057908,0.00010545961,0.00069024914,0.000185936,0.0002636709,0.000042102376,0.00029052558,0.000035236113],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017942424,0.00052554393,0.0011276314,0.22247511,0.000026814147,0.00006975056,0.0024399308,0.00029850926,0.00027509622,0.0031060195,0.09106325,0.6767981],"study_design_scores_gemma":[0.050760943,0.038085923,0.010310923,0.048596915,0.00039768478,0.0010475079,0.006211778,0.009759053,0.00071825145,0.018621836,0.8103337,0.0051554805],"about_ca_topic_score_codex":0.00008384379,"about_ca_topic_score_gemma":0.0001355537,"teacher_disagreement_score":0.71927047,"about_ca_system_score_codex":0.00018740441,"about_ca_system_score_gemma":0.0057179295,"threshold_uncertainty_score":0.99995464},"labels":[],"label_agreement":null},{"id":"W4385731698","doi":"10.2196/46911","title":"Feasibility of a Smartphone-Based Hearing Aid App for Mild-to-Moderate Hearing Loss: Prospective Multicenter Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Health Industry Development Institute","keywords":"Preprint; Hearing loss; Smartphone application; Randomized controlled trial; Audiology; Medicine; Hearing aid; mHealth; Computer science; Multimedia; Psychological intervention; World Wide Web; Surgery; Psychiatry","score_opus":0.10187724691288767,"score_gpt":0.40729283737586924,"score_spread":0.30541559046298156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385731698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97396576,0.00004593881,0.001276557,0.0027441985,0.0006191876,0.021056943,0.00003632205,0.00018902129,0.00006605376],"genre_scores_gemma":[0.99406326,0.00004582998,0.001088913,0.0009719,0.00016737003,0.0034977624,0.00000630092,0.000035687484,0.00012297761],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9959074,0.000858996,0.0012272667,0.0008258749,0.00040050683,0.00077993865],"domain_scores_gemma":[0.9950922,0.003549781,0.0003782782,0.00033748386,0.00016218738,0.0004800644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004393816,0.00026322238,0.0015847106,0.00033665425,0.00049213256,0.000063021456,0.0001244289,0.00012892798,0.000006041499],"category_scores_gemma":[0.003538433,0.00020053565,0.00032493638,0.0005310655,0.00022800766,0.00012014015,0.000053360975,0.0002584254,0.000010825209],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98803306,0.00041239403,0.0025693735,0.0018235795,0.000012340134,0.0000011684937,0.002279388,0.00030395208,0.0032855347,0.0005674872,0.00005223749,0.0006594863],"study_design_scores_gemma":[0.9376492,0.001095426,0.023424905,0.00017084918,0.000049968665,9.3320466e-7,0.00010819966,0.034898773,0.001388848,0.000980591,0.00002729225,0.00020500759],"about_ca_topic_score_codex":0.00023636664,"about_ca_topic_score_gemma":0.000022573213,"teacher_disagreement_score":0.050383855,"about_ca_system_score_codex":0.00018287654,"about_ca_system_score_gemma":0.0005730716,"threshold_uncertainty_score":0.81776065},"labels":[],"label_agreement":null},{"id":"W4385731731","doi":"10.2196/46881","title":"Content and Quality of Mobile Apps for the Monitoring of Musculoskeletal or Neuropathic Pain in Australia: Systematic Evaluation","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neuropathic pain; Medicine; Mobile apps; Physical therapy; Population; Rating scale; mHealth; Psychology; World Wide Web; Computer science; Psychological intervention; Psychiatry; Anesthesia","score_opus":0.3849690510775181,"score_gpt":0.5575678300646739,"score_spread":0.1725987789871558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385731731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732636,0.0033186984,0.0003174829,0.0012501287,0.0004127858,0.021271694,0.00009297179,0.000055550798,0.000017061624],"genre_scores_gemma":[0.95708764,0.004940027,0.00018830108,0.0002492848,0.00013653573,0.037171587,0.000029054883,0.000026449261,0.0001711049],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9913913,0.004219831,0.0026145035,0.0004253688,0.00048673095,0.0008622577],"domain_scores_gemma":[0.98816246,0.00917793,0.0013313666,0.000484531,0.00040526918,0.0004384346],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.034422133,0.00020348355,0.00088681444,0.0002586705,0.00066230673,0.000004995229,0.00015875479,0.00022016716,0.000015409718],"category_scores_gemma":[0.0026809683,0.0001363334,0.000066708766,0.0007130591,0.00012467547,0.000072752955,0.00006236206,0.000525882,0.0000059588774],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008938972,0.000252383,0.18247035,0.7066368,0.000025544872,6.150784e-7,0.0068096304,0.000063701795,0.00017726087,0.0060821604,0.0005939798,0.09599367],"study_design_scores_gemma":[0.0046489565,0.0014359812,0.95201933,0.0068821926,0.00016707221,0.000002212554,0.024154635,0.008667905,0.000009380563,0.0007518811,0.0010199175,0.00024054639],"about_ca_topic_score_codex":0.0020681533,"about_ca_topic_score_gemma":0.00068043655,"teacher_disagreement_score":0.76954895,"about_ca_system_score_codex":0.00017059497,"about_ca_system_score_gemma":0.0012424964,"threshold_uncertainty_score":0.9942656},"labels":[],"label_agreement":null},{"id":"W4385832032","doi":"10.2196/48157","title":"Long-Term Outcomes of a Comprehensive Mobile Smoking Cessation Program With Nicotine Replacement Therapy in Adult Smokers: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Abstinence; Nicotine replacement therapy; Randomized controlled trial; Physical therapy; Nicotine patch; Psychiatry; Internal medicine; Placebo; Alternative medicine","score_opus":0.07409518669535883,"score_gpt":0.4130969896988016,"score_spread":0.33900180300344274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385832032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812789,0.00018007655,0.000014931766,0.00076609006,0.00024244642,0.01730039,0.000005927293,0.00016244296,0.00004877861],"genre_scores_gemma":[0.9913493,0.0017931202,0.000053637636,0.0004511016,0.00008811472,0.0059889792,0.00017511651,0.000029533248,0.00007110184],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99713016,0.0003895722,0.0010935565,0.00037923732,0.00057631155,0.00043114784],"domain_scores_gemma":[0.99812156,0.00047127882,0.0006785132,0.00027333142,0.00025551554,0.00019977475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013372552,0.00024714362,0.0017312181,0.0004033191,0.000104552426,0.000022284246,0.00005576295,0.000107727676,0.000029456158],"category_scores_gemma":[0.00007187633,0.00015957556,0.0001292521,0.00049682555,0.00011988567,0.00007831992,0.000016137044,0.00027539235,5.8874843e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.60654217,0.0008190663,0.3835419,0.00049775175,0.00008211877,0.000004331701,0.0008881832,0.000004758455,0.000010695276,0.00003739195,0.000020781717,0.0075508347],"study_design_scores_gemma":[0.5605863,0.005726566,0.43279198,0.00018387772,0.00014309032,0.000003568002,0.00035409947,0.00009644198,0.000022572774,0.0000082408615,0.000004984897,0.00007829788],"about_ca_topic_score_codex":0.00037375887,"about_ca_topic_score_gemma":0.000056005636,"teacher_disagreement_score":0.04925008,"about_ca_system_score_codex":0.00013042132,"about_ca_system_score_gemma":0.0003433214,"threshold_uncertainty_score":0.65073025},"labels":[],"label_agreement":null},{"id":"W4385882487","doi":"10.2196/48229","title":"Testing the Effect of a Smartphone App on Hospital Admissions and Sedentary Behavior in Cardiac Rehabilitation Participants: ToDo-CR Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Rehabilitation; mHealth; Sedentary behavior; Smartphone app; Smartphone application; Physical therapy; Medicine; Psychology; Physical medicine and rehabilitation; Physical activity; Psychological intervention; Multimedia; Computer science; Nursing; World Wide Web; Internal medicine","score_opus":0.054146958617600396,"score_gpt":0.44977750187391535,"score_spread":0.39563054325631497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385882487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93722135,0.0010400628,0.000003456637,0.011028116,0.0011120517,0.049089834,0.00007757007,0.00017704003,0.0002505056],"genre_scores_gemma":[0.8923928,0.0015371488,0.00010766498,0.0010653482,0.00042656035,0.104244865,0.00006697166,0.00004382304,0.0001148111],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98871595,0.0060772547,0.002602433,0.000662597,0.0004882395,0.0014535248],"domain_scores_gemma":[0.9655398,0.031349257,0.0011050904,0.00055313914,0.00014472834,0.0013079558],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.014263742,0.00036982345,0.0024092975,0.000448346,0.0014512185,0.000013107571,0.00015792385,0.00031643527,0.00003628021],"category_scores_gemma":[0.008450771,0.00023272772,0.00020549301,0.0010146113,0.00023073197,0.000094466704,0.00009959088,0.0010898003,0.000036317047],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.84185237,0.00047732386,0.10694584,0.005980451,0.000044183962,0.0000042592874,0.006253345,0.000008686725,0.000035480556,0.0013482758,0.0066651325,0.030384663],"study_design_scores_gemma":[0.7414753,0.0051811733,0.2479582,0.00059064367,0.00029190799,8.484915e-7,0.0019117895,0.0006689771,0.0000026141868,0.00030443535,0.0014019697,0.00021219332],"about_ca_topic_score_codex":0.0014236257,"about_ca_topic_score_gemma":0.00015084216,"teacher_disagreement_score":0.14101236,"about_ca_system_score_codex":0.00021851028,"about_ca_system_score_gemma":0.0015566668,"threshold_uncertainty_score":0.9999015},"labels":[],"label_agreement":null},{"id":"W4385973771","doi":"10.2196/49148","title":"Use Patterns of Smartphone Apps and Wearable Devices Supporting Physical Activity and Exercise: Large-Scale Cross-Sectional Survey","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Wearable computer; Cross-sectional study; Scale (ratio); Wearable technology; mHealth; Smartphone app; Smartphone application; Physical activity; Mobile apps; Computer science; Medicine; Human–computer interaction; Multimedia; Physical therapy; World Wide Web; Embedded system; Psychological intervention; Nursing; Geography","score_opus":0.12026240572231746,"score_gpt":0.48155956341855527,"score_spread":0.3612971576962378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385973771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99390256,0.00052613975,0.00010519655,0.00079237524,0.00031723655,0.0030076026,0.001073351,0.00019849355,0.00007705401],"genre_scores_gemma":[0.98816687,0.0077828886,0.00012991186,0.00078514445,0.0002841476,0.0019357343,0.00022828249,0.000054067546,0.00063293043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99518555,0.0007161158,0.0010936595,0.0008812126,0.00041924912,0.001704199],"domain_scores_gemma":[0.99513096,0.0017681081,0.0008816569,0.00044108232,0.00026848883,0.0015096804],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032907128,0.0003247862,0.0008200942,0.00028310253,0.002459103,0.000041578838,0.00012890188,0.00035202975,0.000053427648],"category_scores_gemma":[0.00020042635,0.00030638004,0.000050692393,0.00064472767,0.00016624994,0.000366458,0.00024012446,0.0009960181,0.00004228072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033721546,0.00020569227,0.973562,0.008101277,0.0000070965493,0.0000011553819,0.0017742495,0.00000167053,0.000031704963,0.00030064234,0.0006739885,0.015003282],"study_design_scores_gemma":[0.0013962911,0.00016523439,0.9923453,0.00023901269,0.000018209108,0.0000049564237,0.00073828775,0.0015120883,0.000008775916,0.00015953429,0.0032117395,0.00020062618],"about_ca_topic_score_codex":0.0063233296,"about_ca_topic_score_gemma":0.004100085,"teacher_disagreement_score":0.01878322,"about_ca_system_score_codex":0.000107556836,"about_ca_system_score_gemma":0.0011601879,"threshold_uncertainty_score":0.99993885},"labels":[],"label_agreement":null},{"id":"W4385974372","doi":"10.2196/44406","title":"Mobile Apps for COVID-19 Detection and Diagnosis for Future Pandemic Control: Multidimensional Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Telemedicine; Pandemic; Systematic review; Inclusion and exclusion criteria; Data extraction; Health care; Scopus; Artificial intelligence; Data science; MEDLINE; Medicine; Coronavirus disease 2019 (COVID-19); Pathology","score_opus":0.1346874445404164,"score_gpt":0.4790472033725331,"score_spread":0.34435975883211667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385974372","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001647781,0.94608384,0.0004882869,0.0054091844,0.0005479245,0.046221428,0.0009185602,0.00031380635,4.8417945e-7],"genre_scores_gemma":[0.00001526932,0.8909801,0.00031404395,0.03817411,0.00075015816,0.06908487,0.00042764543,0.00016684472,0.00008692546],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949773,0.0005308138,0.0020777676,0.0011631203,0.0004028278,0.00084815203],"domain_scores_gemma":[0.98904455,0.0071388623,0.001448016,0.0006174731,0.00022495013,0.0015261536],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034069633,0.00073450594,0.005668214,0.00044657118,0.0005890227,0.00003218828,0.00012599547,0.0006784728,0.000007104034],"category_scores_gemma":[0.0027522033,0.00055103045,0.0006232902,0.00049570214,0.00008959141,0.000059287577,0.000054700857,0.000598823,0.000012946568],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009846004,0.000098679186,0.000015768925,0.88683546,0.00015423787,0.0000045857178,0.00009645685,3.051591e-7,4.6122942e-8,0.000033276676,0.012375555,0.10028715],"study_design_scores_gemma":[0.0020580138,0.0009027988,0.000010723273,0.35275215,0.007295724,0.00015245707,0.000043235235,0.00011143681,2.7210849e-8,0.000027124324,0.63636214,0.00028418892],"about_ca_topic_score_codex":0.000104540784,"about_ca_topic_score_gemma":0.00010345754,"teacher_disagreement_score":0.62398654,"about_ca_system_score_codex":0.0010971448,"about_ca_system_score_gemma":0.0030914259,"threshold_uncertainty_score":0.9996941},"labels":[],"label_agreement":null},{"id":"W4385974376","doi":"10.2196/45091","title":"Short-Form Video Exposure and Its Two-Sided Effect on the Physical Activity of Older Community Women in China: Secondary Data Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of North Carolina at Chapel Hill; Shandong University","keywords":"Physical activity; Medicine; Gerontology; Cohort; Demography; Duration (music); Psychology; Physical therapy","score_opus":0.0916975215409513,"score_gpt":0.4174278330311499,"score_spread":0.3257303114901986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385974376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936352,0.00007971591,0.0000027156711,0.004677844,0.000033879693,0.001025975,0.00019276279,0.00005769412,0.00029425145],"genre_scores_gemma":[0.99871147,0.00025292014,0.0000034043358,0.0006311096,0.00012224051,0.00009519398,0.00013003655,0.00001872441,0.000034891753],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972292,0.00094003644,0.0003162338,0.00042707243,0.00035320155,0.00073423714],"domain_scores_gemma":[0.99650556,0.0017990044,0.00015819867,0.0009176188,0.000029177432,0.000590414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030112131,0.0002366048,0.0011394096,0.00028861273,0.00041359544,0.000014829184,0.00021419693,0.000099902165,0.0000126193745],"category_scores_gemma":[0.00022651555,0.00015710678,0.00007148638,0.0013000434,0.00012936787,0.00021349444,0.00026607257,0.0015852799,0.000005170402],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01111187,0.014822819,0.26742548,0.034196272,0.0013142856,0.00007232063,0.07371798,0.00003480711,0.004521711,0.0031244787,0.0024832715,0.5871747],"study_design_scores_gemma":[0.0013886191,0.002392486,0.9895615,0.00015134706,0.00016178534,0.000003786524,0.0003900479,0.0050577964,0.00027866065,0.00046827708,0.000030054602,0.000115657225],"about_ca_topic_score_codex":0.0011917626,"about_ca_topic_score_gemma":0.000597476,"teacher_disagreement_score":0.722136,"about_ca_system_score_codex":0.0001650306,"about_ca_system_score_gemma":0.00035621139,"threshold_uncertainty_score":0.68873405},"labels":[],"label_agreement":null},{"id":"W4385974377","doi":"10.2196/42851","title":"The Effectiveness of a Neurofeedback-Assisted Mindfulness Training Program Using a Mobile App on Stress Reduction in Employees: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Stress reduction; Neurofeedback; Mindfulness-based stress reduction; Randomized controlled trial; mHealth; Psychology; Smartphone app; Stress management; Mobile apps; Applied psychology; Clinical psychology; Meditation; Psychotherapist; Physical therapy; Computer science; Medicine; Psychological intervention; Psychiatry; Human–computer interaction; World Wide Web","score_opus":0.08340613375146731,"score_gpt":0.4381777146040798,"score_spread":0.35477158085261246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385974377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854014,0.00018117306,0.00028625588,0.00016793533,0.0022377586,0.011200766,0.00002208598,0.00011921452,0.00038342763],"genre_scores_gemma":[0.9392377,0.00000819557,0.000009888651,0.000015072153,0.00015178266,0.060351573,0.000016713608,0.00002889651,0.00018014401],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9923529,0.0049909526,0.0012763026,0.0004680818,0.0002869809,0.0006247805],"domain_scores_gemma":[0.99564666,0.0030777734,0.00065150805,0.0003417351,0.00008873948,0.00019360904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052496395,0.0002427459,0.0014251096,0.00041215966,0.00043533093,0.0000452846,0.00016401993,0.00016276992,0.00007824818],"category_scores_gemma":[0.00021398113,0.00015883584,0.00033019067,0.00080627645,0.00022446841,0.000048227696,0.000033013417,0.00040046326,0.00000702809],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89233166,0.001311454,0.000050109367,0.000575722,0.00008609012,0.0000070083365,0.0013142256,0.00006777669,0.0000034598727,0.010602099,0.00013665299,0.09351377],"study_design_scores_gemma":[0.9804568,0.002691063,0.006112791,0.00080584147,0.00012774559,0.000017021537,0.005521251,0.0014367773,0.00006225218,0.0024324395,0.00013741641,0.00019857097],"about_ca_topic_score_codex":0.0004050036,"about_ca_topic_score_gemma":0.000053510747,"teacher_disagreement_score":0.0933152,"about_ca_system_score_codex":0.00007222934,"about_ca_system_score_gemma":0.000258784,"threshold_uncertainty_score":0.6477138},"labels":[],"label_agreement":null},{"id":"W4386172820","doi":"10.2196/49995","title":"Comparison of Diagnostic and Triage Accuracy of Ada Health and WebMD Symptom Checkers, ChatGPT, and Physicians for Patients in an Emergency Department: Clinical Data Analysis Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality; Brown University","keywords":"Triage; Emergency department; Medical emergency; Health care; Medicine; Nursing","score_opus":0.41750929991481545,"score_gpt":0.6037634739921173,"score_spread":0.18625417407730183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386172820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921904,0.0024854876,0.000033497832,0.0019101432,0.0001999342,0.0029172783,0.00024074456,0.000019993618,0.0000025012391],"genre_scores_gemma":[0.9785924,0.019784724,0.00016285837,0.00028898174,0.00012078787,0.000106251704,0.00092142576,0.00001683113,0.000005730306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99662155,0.0003373379,0.0017326649,0.0006291579,0.00023821335,0.0004410653],"domain_scores_gemma":[0.99652934,0.0014931124,0.0007452053,0.00048677955,0.00014522961,0.000600318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018607138,0.00017608213,0.0010860714,0.00036826023,0.0001904304,0.000010037117,0.000094900555,0.000101053236,0.0000040358727],"category_scores_gemma":[0.0012562745,0.00016275271,0.00003776478,0.00079319713,0.00011196803,0.00017993138,0.00008556287,0.0002103748,4.9429036e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000449198,0.0016389166,0.83866495,0.002022078,0.000055284352,4.5556467e-7,0.010344498,8.513834e-7,4.9730835e-7,0.000019631927,0.0005066714,0.14629696],"study_design_scores_gemma":[0.0008580546,0.0062386594,0.9742596,0.00013689515,0.00029443324,4.1093978e-7,0.0122710625,0.0055742855,0.0000030522829,0.00009483756,0.00016714913,0.00010153729],"about_ca_topic_score_codex":0.002632199,"about_ca_topic_score_gemma":0.0049524927,"teacher_disagreement_score":0.14619543,"about_ca_system_score_codex":0.00004327836,"about_ca_system_score_gemma":0.00045749248,"threshold_uncertainty_score":0.6636863},"labels":[],"label_agreement":null},{"id":"W4386174329","doi":"10.2196/46338","title":"Three Contactless Sleep Technologies Compared With Actigraphy and Polysomnography in a Heterogeneous Group of Older Men and Women in a Model of Mild Sleep Disturbance: Sleep Laboratory Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"UK Dementia Research Institute; Imperial College London; Medical Research Council; University of Surrey; Alzheimer's Society","keywords":"Actigraphy; Sleep (system call); Polysomnography; Sleep disorder; Psychology; Mental health; Physical therapy; Audiology; Clinical psychology; Physical medicine and rehabilitation; Medicine; Insomnia; Gerontology; Psychiatry; Computer science","score_opus":0.025305070280818465,"score_gpt":0.3178422355924533,"score_spread":0.2925371653116348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386174329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897321,0.007951062,0.000030001578,0.00027402487,0.00006196451,0.0016480174,0.000074904485,0.00011869313,0.00010925456],"genre_scores_gemma":[0.9979458,0.0013793592,0.000052301366,0.00008711719,0.0000064678297,0.00048365953,0.0000097932925,0.000032670127,0.000002828491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748653,0.00015976507,0.00067494495,0.0006277657,0.00023176946,0.00081922347],"domain_scores_gemma":[0.99886334,0.00013375748,0.00033184642,0.00039799907,0.000048172842,0.00022491458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005715866,0.00030735479,0.0008468235,0.0011384719,0.00010546358,0.000012449539,0.00014674307,0.00027865358,0.000003815976],"category_scores_gemma":[0.000008749242,0.00025380368,0.00003313029,0.0016987445,0.0004062417,0.00009075862,0.00007771059,0.0004633243,4.835335e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002157991,0.001699958,0.9450131,0.00079952204,0.00028824905,0.00003256704,0.042240746,0.00018497305,0.000042271753,0.0002621554,0.00006520603,0.007213239],"study_design_scores_gemma":[0.011165029,0.0019631442,0.9291809,0.00012457713,0.00007680719,0.0000066259395,0.05199377,0.0044867303,0.000009061128,0.0006791598,0.0000100234565,0.0003041776],"about_ca_topic_score_codex":0.0012671547,"about_ca_topic_score_gemma":0.0025777204,"teacher_disagreement_score":0.015832225,"about_ca_system_score_codex":0.000046836845,"about_ca_system_score_gemma":0.000057920923,"threshold_uncertainty_score":0.9999914},"labels":[],"label_agreement":null},{"id":"W4386208873","doi":"10.2196/41833","title":"Acceptability of Personal Sensing Among People With Alcohol Use Disorder: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism","keywords":"Psychological intervention; mHealth; Alcohol use disorder; Observational study; Abstinence; Medicine; Psychology; Clinical psychology; Psychiatry; Alcohol","score_opus":0.18586783065079623,"score_gpt":0.4619119211608001,"score_spread":0.2760440905100039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386208873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99561006,0.000069580296,0.000033219105,0.0014695638,0.00039212106,0.0016038534,0.00018218184,0.00014450791,0.0004949283],"genre_scores_gemma":[0.9985199,0.000008097152,0.00017532453,0.00026655514,0.000060884093,0.00013926189,0.00010259693,0.000033048236,0.0006943176],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746895,0.00028068802,0.00071392336,0.00051674375,0.00038111865,0.00063854957],"domain_scores_gemma":[0.9984904,0.00033461218,0.0003190707,0.00032447866,0.000118304706,0.0004131374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073912763,0.0001973767,0.00038963178,0.00020091313,0.00031191713,0.000038463037,0.000102614154,0.000081224985,0.0002357642],"category_scores_gemma":[0.000051076873,0.00017580525,0.00006489755,0.00079454406,0.0001570592,0.00031824523,0.000073633164,0.0002662589,0.00004442813],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032829383,0.0010694304,0.9598834,0.0006274319,0.00003176501,0.000006846545,0.007996487,0.000002377782,2.7926825e-7,0.00059148174,0.0008763486,0.028585851],"study_design_scores_gemma":[0.001375195,0.0015579556,0.9880182,0.00004468522,0.000028185335,0.000011816989,0.008162344,0.00025743595,5.904612e-7,0.00015399193,0.00025803153,0.00013154093],"about_ca_topic_score_codex":0.005857255,"about_ca_topic_score_gemma":0.007001134,"teacher_disagreement_score":0.02845431,"about_ca_system_score_codex":0.00010470183,"about_ca_system_score_gemma":0.00021544141,"threshold_uncertainty_score":0.8854456},"labels":[],"label_agreement":null},{"id":"W4386209563","doi":"10.2196/47183","title":"Acceptability and Utility of a Smartphone App to Support Adolescent Mental Health (BeMe): Program Evaluation Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Anxiety; Digital health; Clinical psychology; Psychiatry; Health care","score_opus":0.1748930983267882,"score_gpt":0.5353245321312329,"score_spread":0.36043143380444465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386209563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97713876,0.00042001877,0.000011411694,0.0062419553,0.0011103505,0.013465617,0.00036133957,0.00027678767,0.0009737715],"genre_scores_gemma":[0.99581325,0.00004579021,0.00018322932,0.0010778098,0.00006743489,0.0023750165,0.00019362796,0.000031780877,0.0002120667],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952289,0.00082232634,0.0014052809,0.00088296505,0.0006475027,0.001013045],"domain_scores_gemma":[0.99755913,0.00007413024,0.00042442873,0.00058113417,0.00013575166,0.0012254316],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0047767246,0.00027212146,0.0006130464,0.0003265662,0.00036223241,0.000035679124,0.00016458704,0.000096351505,0.0004213207],"category_scores_gemma":[0.00005994101,0.00026896002,0.00007609038,0.000872257,0.00014502172,0.00014173728,0.00019874435,0.0002901256,0.00011525422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061309565,0.0055066715,0.14296252,0.0021026304,0.000023650018,0.000001541375,0.008358156,1.508589e-7,5.93681e-7,0.00013543728,0.021603946,0.8186916],"study_design_scores_gemma":[0.0022935371,0.009459393,0.97708243,0.000083414714,0.000025077445,0.000010450456,0.0058285655,0.00013357382,0.000002808701,0.00021134688,0.0047153775,0.00015403693],"about_ca_topic_score_codex":0.0013430148,"about_ca_topic_score_gemma":0.0014078453,"teacher_disagreement_score":0.8341199,"about_ca_system_score_codex":0.00030453014,"about_ca_system_score_gemma":0.00057498296,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W4386215876","doi":"10.2196/51609","title":"Correction: Efficacy, Effectiveness, and Quality of Resilience-Building Mobile Health Apps for Military, Veteran, and Public Safety Personnel Populations: Scoping Literature Review and App Evaluation","year":2023,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"","keywords":"Mobile apps; Resilience (materials science); Quality (philosophy); mHealth; Public health; Engineering; Psychology; Internet privacy; Computer science; Medicine; World Wide Web; Nursing; Psychological intervention","score_opus":0.13416999356204604,"score_gpt":0.5115330995620228,"score_spread":0.3773631059999767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386215876","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1095266,0.8628023,0.00015006732,0.0015424856,0.008812353,0.016341671,0.00050983153,0.00011767443,0.00019699719],"genre_scores_gemma":[0.110794425,0.876892,0.0005536689,0.0022491664,0.00086316076,0.0048869625,0.0018750496,0.00012890477,0.0017566924],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9929697,0.0023153264,0.0016833318,0.0014801761,0.000543979,0.001007515],"domain_scores_gemma":[0.9961776,0.0011153433,0.001026226,0.00054462586,0.00031346406,0.00082273525],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007911988,0.00054505636,0.0017821122,0.00046616982,0.0013886387,0.00006095572,0.0001534866,0.000582012,0.00001429688],"category_scores_gemma":[0.00049175037,0.0005124105,0.00010799658,0.0007679903,0.0003128427,0.00029490748,0.00010254525,0.0009975379,0.0000015049446],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011456934,0.0003559317,0.006049983,0.35707003,0.000073069896,0.0000020428251,0.009097492,0.0000043222326,0.0000033588078,0.0014315372,0.0895103,0.5352562],"study_design_scores_gemma":[0.009212868,0.008945287,0.7913265,0.15346088,0.000639331,0.00033440438,0.008978534,0.0013183841,9.3042377e-7,0.0009021979,0.023299169,0.0015814662],"about_ca_topic_score_codex":0.0027434332,"about_ca_topic_score_gemma":0.0015625112,"teacher_disagreement_score":0.7852766,"about_ca_system_score_codex":0.0004109064,"about_ca_system_score_gemma":0.0014763253,"threshold_uncertainty_score":0.9999114},"labels":[],"label_agreement":null},{"id":"W4386227854","doi":"10.2196/50280","title":"Concerns on Generalizability","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"AI-based Problem Solving and Planning","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Psychology; Computer science; Medicine; Developmental psychology","score_opus":0.10785882072716282,"score_gpt":0.3929241729586538,"score_spread":0.285065352231491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386227854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521702,0.00060644816,0.011861781,0.028913287,0.00095228344,0.0005342476,0.000029020173,0.0014204136,0.0035123115],"genre_scores_gemma":[0.9909855,0.00021679925,0.0022512074,0.00584682,0.00019335796,0.000035526202,0.000017976794,0.000010553791,0.0004422714],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9983945,0.00015704962,0.00024128928,0.0004382311,0.00021467498,0.0005542904],"domain_scores_gemma":[0.9988641,0.00020991778,0.000089433386,0.00041222133,0.000030167646,0.0003941235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089600263,0.00012712396,0.00017754686,0.000114997405,0.00039321528,0.00006530664,0.00027341407,0.00007270497,0.000008728703],"category_scores_gemma":[0.00002948999,0.00011153454,0.000027981097,0.00048774693,0.000037249392,0.00011698398,0.00008368848,0.0002222221,0.00013503233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011734216,0.00019706416,0.08995111,0.002170988,0.000018352905,0.00007601146,0.010486719,0.00088418525,0.00003995264,0.22545657,0.40352848,0.2670732],"study_design_scores_gemma":[0.0023024231,0.0022950622,0.5237172,0.0002550989,0.000017084067,0.000036118105,0.00018017324,0.24636954,0.00012442423,0.021037377,0.20265114,0.0010143495],"about_ca_topic_score_codex":0.00017857099,"about_ca_topic_score_gemma":0.000011463837,"teacher_disagreement_score":0.4337661,"about_ca_system_score_codex":0.0000550607,"about_ca_system_score_gemma":0.00027223397,"threshold_uncertainty_score":0.45482463},"labels":[],"label_agreement":null},{"id":"W4386255227","doi":"10.2196/42415","title":"Stress Management Apps: Systematic Search and Multidimensional Assessment of Quality and Characteristics","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Applied psychology; Psychoeducation; Psychology; Psychological intervention; Mental health; Mindfulness; Quality (philosophy); Quality of life (healthcare); Computer science; Clinical psychology; Psychiatry","score_opus":0.3136512969259139,"score_gpt":0.5873333487724909,"score_spread":0.27368205184657696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386255227","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004280502,0.9861451,0.00003053633,0.00023661867,0.00082116213,0.0059396503,0.0018763217,0.00007870365,0.00059144606],"genre_scores_gemma":[0.004359004,0.99241346,0.0004002919,0.00013881295,0.00007716994,0.0011434791,0.00035140943,0.00007537916,0.0010409829],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9943791,0.0011789069,0.0025313396,0.00076375133,0.00046119565,0.0006857319],"domain_scores_gemma":[0.9969467,0.00071528973,0.0010686714,0.0005154295,0.0000714857,0.0006824478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023526473,0.00043632276,0.0025235873,0.0004248687,0.00021100263,0.000042830936,0.00015235966,0.0002680964,0.00002140265],"category_scores_gemma":[0.000025693778,0.00036580523,0.00014186894,0.00028897566,0.00018522704,0.000062812025,0.00031173407,0.0005314154,0.000033005683],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014474865,0.00031119926,0.0001319895,0.7196731,0.0001465078,0.000014088753,0.00015615646,1.1361916e-8,2.8064657e-9,0.024264019,0.00007627107,0.2552122],"study_design_scores_gemma":[0.0029921513,0.002623406,0.18938932,0.75882035,0.002764096,0.00030177346,0.003099662,0.00011473031,5.1769256e-8,0.00057643565,0.0378491,0.0014689012],"about_ca_topic_score_codex":0.00026485755,"about_ca_topic_score_gemma":0.000031767424,"teacher_disagreement_score":0.2537433,"about_ca_system_score_codex":0.00022152775,"about_ca_system_score_gemma":0.00025400383,"threshold_uncertainty_score":0.9998794},"labels":[],"label_agreement":null},{"id":"W4386553485","doi":"10.2196/45103","title":"The Importance of Data Quality Control in Using Fitbit Device Data From the Research Program","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Computer science; Wearable computer; Data collection; Missing data; Data quality; Wearable technology; Data science; Usability; Human–computer interaction; Engineering","score_opus":0.6675599645470226,"score_gpt":0.6681427682055714,"score_spread":0.0005828036585487917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386553485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86789876,0.011115048,0.00010998038,0.094829895,0.0006686332,0.019483197,0.005041278,0.0002701192,0.00058310846],"genre_scores_gemma":[0.953644,0.020703426,0.001331844,0.011729462,0.0013005695,0.008151668,0.0028520036,0.000085152096,0.00020191369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98794067,0.00499396,0.002571037,0.0012095276,0.0009309931,0.0023538244],"domain_scores_gemma":[0.9756603,0.016838703,0.0010492093,0.0052131,0.00038737047,0.0008512696],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03325957,0.00024260626,0.00065031863,0.00016448055,0.004378498,0.00003345584,0.0025879042,0.00030583917,0.000042805113],"category_scores_gemma":[0.002204706,0.00015389899,0.000027815033,0.0021722026,0.0004770179,0.0003127816,0.0014279193,0.0023792463,0.00009807646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007470487,0.00035619675,0.68953556,0.004290431,0.000023871846,0.0000037608409,0.001995371,0.000004073334,0.000011607228,0.008861997,0.15286058,0.14130951],"study_design_scores_gemma":[0.0017136368,0.00009342786,0.6178105,0.00028697387,0.000021673743,9.1004756e-7,0.004405663,0.01586633,1.3936386e-7,0.0022473796,0.35742837,0.00012496846],"about_ca_topic_score_codex":0.024411617,"about_ca_topic_score_gemma":0.061661974,"teacher_disagreement_score":0.20456779,"about_ca_system_score_codex":0.00026550845,"about_ca_system_score_gemma":0.006482992,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W4386705205","doi":"10.2196/47502","title":"Availability, Quality, and Evidence-Based Content of mHealth Apps for the Treatment of Nonspecific Low Back Pain in the German Language: Systematic Assessment","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; German; App store; Mobile apps; Psychological intervention; Medicine; Computer science; Nursing; World Wide Web; Geography","score_opus":0.3161075821963323,"score_gpt":0.5195386973091857,"score_spread":0.2034311151128534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386705205","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013019773,0.96214485,0.00008183501,0.003203499,0.00012842799,0.021289516,0.00010088811,0.000020088923,0.000011112432],"genre_scores_gemma":[0.012461172,0.9838248,0.0002294695,0.00038025316,0.00011159296,0.0027467199,0.000113456226,0.00004146657,0.00009110971],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9919453,0.003885486,0.0026100667,0.0005358565,0.0005615997,0.00046164735],"domain_scores_gemma":[0.98252463,0.014733187,0.0014543971,0.0008913272,0.00014898158,0.0002474608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014139497,0.00041016116,0.002978813,0.0002707844,0.00014825308,0.000020431695,0.00017809881,0.00023345488,0.000009242779],"category_scores_gemma":[0.0006488483,0.00019040793,0.00044815204,0.000484618,0.0002838,0.000035947545,0.000021600694,0.00031149885,0.0000035868084],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008804489,0.0005822482,0.0003584563,0.8479681,0.00006315172,8.574341e-7,0.0018933646,2.8961023e-7,0.0000010307917,0.0002998701,0.00010138208,0.14864321],"study_design_scores_gemma":[0.00626182,0.017903842,0.07331888,0.87672204,0.0026875173,0.000018268314,0.01040582,0.0010516916,7.0393963e-7,0.0001698768,0.010834771,0.00062475295],"about_ca_topic_score_codex":0.0008633526,"about_ca_topic_score_gemma":0.00030842592,"teacher_disagreement_score":0.14801846,"about_ca_system_score_codex":0.0005011217,"about_ca_system_score_gemma":0.0016945067,"threshold_uncertainty_score":0.776461},"labels":[],"label_agreement":null},{"id":"W4386725894","doi":"10.2196/48253","title":"Mobile Phone–Based Interventions for Smoking Cessation Among Young People: Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Psychological intervention; Medicine; Abstinence; Meta-analysis; Cochrane Library; Randomized controlled trial; Mobile phone; mHealth; Subgroup analysis; Demography; Family medicine; Psychiatry; Internal medicine","score_opus":0.257519767893959,"score_gpt":0.49318280828973216,"score_spread":0.23566304039577318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386725894","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009110334,0.98670286,0.00059650606,0.00016515714,0.0001124345,0.011825403,0.0003493636,0.0001422242,0.000014963897],"genre_scores_gemma":[0.0027468638,0.97864306,0.00006355982,0.0003464338,0.00005859993,0.015429003,0.002073104,0.00008084239,0.0005585364],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9958181,0.0005190393,0.0020793532,0.00070488354,0.00043450916,0.00044412617],"domain_scores_gemma":[0.9964793,0.0004451029,0.0018020502,0.0005979064,0.00019166806,0.00048399583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028248925,0.0004885458,0.007538462,0.0009082374,0.00036020315,0.00007234936,0.00011227138,0.00033336692,0.000083636914],"category_scores_gemma":[0.00024764088,0.00035075753,0.002351456,0.0016002074,0.000049174156,0.000095784846,0.00003543785,0.00044127821,0.0000024259841],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034719487,0.00006538513,0.00037924133,0.9875166,0.009716372,0.0000013671977,0.00014679013,2.8485704e-7,1.5200626e-9,0.000018793613,0.00032179966,0.0018299117],"study_design_scores_gemma":[0.00032454045,0.00018520755,0.0014232373,0.10552751,0.8909889,0.000021867607,0.00009670065,0.00003278755,1.4605598e-8,0.000008635799,0.0011511403,0.00023949576],"about_ca_topic_score_codex":0.00029122803,"about_ca_topic_score_gemma":0.00031705663,"teacher_disagreement_score":0.88198906,"about_ca_system_score_codex":0.00030241243,"about_ca_system_score_gemma":0.00049398845,"threshold_uncertainty_score":0.99989444},"labels":[],"label_agreement":null},{"id":"W4386726595","doi":"10.2196/25908","title":"Consumers’ Preferences for Purchasing mHealth Apps: Discrete Choice Experiment","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Purchasing; Business; Consumption (sociology); Affect (linguistics); Preference; Mixed logit; Marketing; Internet privacy; Logistic regression; Health care; Psychology; Advertising; Medicine; Computer science; Economics","score_opus":0.17534795675691334,"score_gpt":0.512416084010536,"score_spread":0.3370681272536226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386726595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90632766,0.008843104,0.002472547,0.038571425,0.0035470445,0.030893767,0.0009859487,0.0022925895,0.006065885],"genre_scores_gemma":[0.9092053,0.017369462,0.0023767087,0.012108412,0.0016198534,0.05390364,0.00084612356,0.000177265,0.0023932015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915326,0.0008244375,0.0021854315,0.0013432375,0.0005847673,0.0035295242],"domain_scores_gemma":[0.991977,0.0027891856,0.0010562774,0.00088016747,0.00032417683,0.002973234],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0033795221,0.0005674436,0.0010479977,0.00056608464,0.005163103,0.000038815604,0.00041058316,0.00055011315,0.00016486626],"category_scores_gemma":[0.00043183347,0.0005163276,0.00012883193,0.0011261876,0.00025729017,0.00024601264,0.00019513065,0.0012410126,0.00043933655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019566217,0.0006538565,0.15308593,0.06256753,0.00010434094,0.000006836095,0.022408172,0.000018644054,0.00019772383,0.06829888,0.26149622,0.42920524],"study_design_scores_gemma":[0.005163417,0.00089589943,0.17307374,0.0007644451,0.00009917946,0.0000068310324,0.008253931,0.001370713,0.000015827365,0.004620701,0.80505836,0.0006769498],"about_ca_topic_score_codex":0.0018384297,"about_ca_topic_score_gemma":0.0008266067,"teacher_disagreement_score":0.5435621,"about_ca_system_score_codex":0.0005661084,"about_ca_system_score_gemma":0.0039455136,"threshold_uncertainty_score":0.99972886},"labels":[],"label_agreement":null},{"id":"W4386817431","doi":"10.2196/48652","title":"Methodological Considerations for a Diabetes Family-Based eHealth Intervention","year":2023,"lang":"en","type":"letter","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Intervention (counseling); mHealth; Diabetes mellitus; Medicine; Psychology; Internet privacy; Gerontology; Psychological intervention; Computer science; Health care; Nursing; Political science","score_opus":0.3519188935302184,"score_gpt":0.47894905469554666,"score_spread":0.12703016116532828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386817431","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03444609,0.0008029686,0.0009267804,0.95731103,0.0017340628,0.0038723708,0.00018180966,0.00039895248,0.00032591628],"genre_scores_gemma":[0.012947478,0.00033827784,0.010185484,0.96324486,0.004531705,0.0020406996,0.003976712,0.00011949511,0.002615323],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99658066,0.00046763782,0.0008566517,0.0007418186,0.00033661711,0.0010166201],"domain_scores_gemma":[0.9964287,0.0020950304,0.00049800106,0.0004087453,0.00019232147,0.00037717354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021342773,0.00037563202,0.0009709285,0.0005724084,0.00037896528,0.000079977515,0.00007957766,0.00066745223,0.00007026343],"category_scores_gemma":[0.00075792783,0.00033343685,0.0002550603,0.00027857136,0.00011086314,0.00006897423,0.000035975183,0.001127428,0.000050171733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000656329,0.00013642147,0.0014215973,0.020301705,0.00005077102,0.000008027484,0.00010238856,9.815374e-7,0.0000029462747,0.00016552245,0.96876264,0.008981342],"study_design_scores_gemma":[0.0036985883,0.0031395333,0.060046908,0.0013265391,0.00094691373,0.0000041676626,0.00018295682,0.0020338516,0.000008593637,0.008330028,0.9197355,0.0005464364],"about_ca_topic_score_codex":0.00006278953,"about_ca_topic_score_gemma":0.000015881298,"teacher_disagreement_score":0.05862531,"about_ca_system_score_codex":0.0002553139,"about_ca_system_score_gemma":0.00084718346,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W4386817997","doi":"10.2196/52204","title":"Authors’ Reply: Methodological Considerations for a Diabetes Family-Based eHealth Intervention","year":2023,"lang":"en","type":"letter","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Intervention (counseling); Medicine; Psychology; Diabetes mellitus; Computer science; Gerontology; Internet privacy; Health care; Nursing; Political science","score_opus":0.3184058322475995,"score_gpt":0.4754119840815746,"score_spread":0.1570061518339751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386817997","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026613472,0.0007144496,0.0009957631,0.9642535,0.0023226896,0.004136454,0.00018735933,0.0004916922,0.00028461852],"genre_scores_gemma":[0.008713228,0.000294138,0.012242131,0.96303564,0.0050098733,0.0021657755,0.0041064965,0.0001380832,0.004294637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957241,0.000654237,0.0011008285,0.00095022627,0.0004054751,0.0011651771],"domain_scores_gemma":[0.9959173,0.0021298307,0.00066989113,0.00056042697,0.00023408725,0.000488458],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003308039,0.00043811492,0.001104965,0.000675491,0.00047264315,0.00010207807,0.00009776674,0.0007270678,0.00007783552],"category_scores_gemma":[0.0012537148,0.0003921187,0.00029712563,0.00035227387,0.00012901457,0.00008317341,0.000046808,0.001435511,0.000049048653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008442406,0.00014784145,0.0014468655,0.018457543,0.000059422793,0.000010900999,0.00015792045,0.0000010180069,0.0000031262662,0.00018980553,0.9714991,0.007942021],"study_design_scores_gemma":[0.0027592964,0.0026493794,0.042820238,0.0012067381,0.0008379435,0.000004412257,0.00017782982,0.0017332707,0.00000780575,0.007966926,0.939348,0.00048820107],"about_ca_topic_score_codex":0.00010179034,"about_ca_topic_score_gemma":0.00001580097,"teacher_disagreement_score":0.041373372,"about_ca_system_score_codex":0.00031642098,"about_ca_system_score_gemma":0.0009995011,"threshold_uncertainty_score":0.9998531},"labels":[],"label_agreement":null},{"id":"W4386899754","doi":"10.2196/50983","title":"Accuracy of 11 Wearable, Nearable, and Airable Consumer Sleep Trackers: Prospective Multicenter Validation Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Seoul National University; Seoul National University Bundang Hospital","keywords":"Polysomnography; Actigraphy; BitTorrent tracker; Sleep (system call); Wearable computer; Computer science; Medicine; Insomnia; Eye tracking; Artificial intelligence; Embedded system; Psychiatry","score_opus":0.043789892652696664,"score_gpt":0.38905888048105697,"score_spread":0.3452689878283603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386899754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99138045,0.003173108,0.000015475165,0.0008320545,0.0005037689,0.0021764885,0.000023053703,0.00014565482,0.0017499512],"genre_scores_gemma":[0.9965962,0.0021267799,0.000052342726,0.0002919071,0.000049047572,0.00020830893,0.000019828718,0.000034458935,0.0006211025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772054,0.00030737772,0.00055983686,0.0005511486,0.00022352552,0.0006375601],"domain_scores_gemma":[0.9986639,0.00030552363,0.00030519255,0.00031342448,0.00009853456,0.00031340137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071400474,0.0002179545,0.0003944265,0.00027804848,0.0003155785,0.000031245465,0.000096135176,0.00019066328,0.00016536351],"category_scores_gemma":[0.00007111713,0.00019063197,0.0000393981,0.00064256974,0.00014733017,0.00018012636,0.00004232576,0.0003491342,0.0001270156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009667079,0.0019307027,0.91495657,0.0006958094,0.00025102045,0.000019618561,0.033190813,0.000028828981,0.00001791127,0.0006326822,0.004582802,0.04272655],"study_design_scores_gemma":[0.008504094,0.0010090692,0.96412635,0.000082031846,0.00022500275,0.00001070818,0.023569057,0.00051917485,0.000019453651,0.00027577602,0.0014160472,0.00024322089],"about_ca_topic_score_codex":0.0019488606,"about_ca_topic_score_gemma":0.0001572727,"teacher_disagreement_score":0.04916981,"about_ca_system_score_codex":0.000038444814,"about_ca_system_score_gemma":0.00010341467,"threshold_uncertainty_score":0.7773746},"labels":[],"label_agreement":null},{"id":"W4386910337","doi":"10.2196/43186","title":"Design Guidelines of Mobile Apps for Older Adults: Systematic Review and Thematic Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Ministerio de Ciencia e Innovación","keywords":"Usability; Thematic analysis; Computer science; Systematic review; Focus group; Set (abstract data type); mHealth; Mobile device; Internet privacy; World Wide Web; Data science; Applied psychology; Psychology; MEDLINE; Qualitative research; Medicine; Psychological intervention; Human–computer interaction; Nursing; Sociology","score_opus":0.16405703067198205,"score_gpt":0.48342126089944026,"score_spread":0.3193642302274582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386910337","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008466416,0.9777911,0.00063092087,0.0005973558,0.00007491288,0.020537553,0.00012303307,0.00022056676,0.000016124373],"genre_scores_gemma":[0.000015341884,0.98954755,0.0019757831,0.00033687704,0.000057683956,0.007684787,0.000051224197,0.000057306832,0.00027343832],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99431133,0.0010810309,0.0027839951,0.0007118704,0.00040197704,0.00070977345],"domain_scores_gemma":[0.9943932,0.0018557465,0.0023271567,0.0006622511,0.00037989655,0.00038173032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059480807,0.00045210705,0.005915009,0.00070278684,0.00043928213,0.00003070688,0.00048388008,0.0005322952,0.000011321564],"category_scores_gemma":[0.0016334893,0.00032883367,0.00041850665,0.0022837892,0.00026421662,0.00008011866,0.00008078748,0.0002911337,0.000010410254],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024176004,0.000030936146,0.0000012835056,0.9101891,0.0003205919,6.261136e-7,0.0015738774,9.683922e-8,4.9040383e-10,0.00035871437,0.001435455,0.0860869],"study_design_scores_gemma":[0.0003545221,0.00018622434,0.0000041683265,0.93728846,0.032789126,0.000008283377,0.002796643,0.000057154408,1.5777895e-8,0.00036470464,0.025700409,0.00045028818],"about_ca_topic_score_codex":0.000387656,"about_ca_topic_score_gemma":0.0004050421,"teacher_disagreement_score":0.085636616,"about_ca_system_score_codex":0.00014337919,"about_ca_system_score_gemma":0.0011664983,"threshold_uncertainty_score":0.9999164},"labels":[],"label_agreement":null},{"id":"W4386910394","doi":"10.2196/51852","title":"Authors’ Reply: Concerns on Generalizability","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generalizability theory; Psychology; Computer science; Medicine; Developmental psychology","score_opus":0.5705238611719248,"score_gpt":0.5274279413715808,"score_spread":0.043095919800343996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386910394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7915079,0.0013174446,0.00018720704,0.19785345,0.001493299,0.0013253913,0.00051915384,0.00042453868,0.005371627],"genre_scores_gemma":[0.8926893,0.001473043,0.0005827089,0.10014706,0.0013205418,0.000364078,0.0001552492,0.00007308201,0.0031949678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937475,0.0005682677,0.0035510648,0.0010141468,0.00015043862,0.0009685827],"domain_scores_gemma":[0.995906,0.00084802345,0.0015206304,0.0007970341,0.000051237228,0.00087709405],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019581055,0.00026380311,0.0010532554,0.0004490156,0.00057021016,0.00007409797,0.00022658905,0.00020492674,0.00028923337],"category_scores_gemma":[0.0016182665,0.00031399855,0.000100938974,0.0005223915,0.00012072818,0.00023740609,0.000067188084,0.00036643416,0.0036940416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006968558,0.000134284,0.08466493,0.0022943222,0.000024853354,0.0000034150655,0.004146536,0.00006112756,8.549123e-7,0.2737506,0.63346946,0.0013799159],"study_design_scores_gemma":[0.0014982614,0.000505797,0.40076932,0.00009387537,0.000008493717,0.0000071167915,0.0009814451,0.007032314,0.0000023478249,0.034418307,0.55412555,0.0005571526],"about_ca_topic_score_codex":0.0016832307,"about_ca_topic_score_gemma":0.00011000245,"teacher_disagreement_score":0.31610438,"about_ca_system_score_codex":0.0006260144,"about_ca_system_score_gemma":0.00039553732,"threshold_uncertainty_score":0.9999312},"labels":[],"label_agreement":null},{"id":"W4386948642","doi":"10.2196/47891","title":"Technical Assistance Received by Older Adults to Use Commercially Available Physical Activity Monitors (Ready Steady 3.0 Trial): Ad-Hoc Descriptive Longitudinal Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research; National Institutes of Health","keywords":"Post-hoc analysis; Descriptive statistics; Physical activity; Longitudinal study; Post hoc; Descriptive research; Actigraphy; Gerontology; Physical therapy; Medicine; Psychology; Physical medicine and rehabilitation; Statistics; Mathematics; Psychiatry","score_opus":0.16768635762056394,"score_gpt":0.42592161250825405,"score_spread":0.2582352548876901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386948642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857866,0.000118266835,0.000053345968,0.006399748,0.0003469411,0.0063963123,0.00022573763,0.0004809996,0.00019204486],"genre_scores_gemma":[0.9956676,0.00044758763,0.00020061444,0.0011392524,0.00048425418,0.00080181466,0.00008042753,0.00007897654,0.0010994809],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99517447,0.0005625081,0.00061941263,0.0012790149,0.0009107668,0.0014538341],"domain_scores_gemma":[0.9959823,0.00072981935,0.0003340755,0.0007179501,0.00023440555,0.0020014432],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009177482,0.0005188706,0.0015491846,0.00025948047,0.00073563866,0.000080210346,0.00020426048,0.00024597754,0.000022521419],"category_scores_gemma":[0.00026082236,0.00045802855,0.00012488723,0.0012469221,0.00016493782,0.0004606313,0.00015710005,0.001359299,0.00027874912],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.38118473,0.08243574,0.08357292,0.0050576134,0.000223099,0.0002550362,0.018515049,0.0000024907938,0.0018449599,0.00022974204,0.28043452,0.14624408],"study_design_scores_gemma":[0.030247545,0.0179895,0.945086,0.00040062168,0.00018887265,0.000009577688,0.0012202718,0.0001828933,0.00006221298,0.00004533604,0.0040878523,0.00047930723],"about_ca_topic_score_codex":0.0017590803,"about_ca_topic_score_gemma":0.0008403436,"teacher_disagreement_score":0.8615131,"about_ca_system_score_codex":0.0007321225,"about_ca_system_score_gemma":0.0009875814,"threshold_uncertainty_score":0.99978715},"labels":[],"label_agreement":null},{"id":"W4387082323","doi":"10.2196/50038","title":"Designing a Mobile e-Coaching App for Immigrant Informal Caregivers: Qualitative Study Using the Persuasive System Design Model","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet; Cancerfonden; European Commission","keywords":"Coaching; Psychology; Qualitative research; Mobile apps; Immigration; mHealth; Applied psychology; Computer science; Internet privacy; Multimedia; Psychological intervention; World Wide Web; Sociology; Psychotherapist","score_opus":0.19783724324059015,"score_gpt":0.5087014978410186,"score_spread":0.31086425460042844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387082323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.727064,0.0010741826,0.2130318,0.0015502529,0.0008084022,0.05463542,0.00038625358,0.0011248455,0.0003248271],"genre_scores_gemma":[0.9340235,0.00042420116,0.007165643,0.0015849745,0.00046311252,0.055837188,0.00009062466,0.00010596172,0.000304786],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99169564,0.0025668058,0.0018415084,0.0008630594,0.0005840574,0.0024489253],"domain_scores_gemma":[0.99255776,0.0038874415,0.0011274406,0.0007177553,0.00048053684,0.0012290464],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0098717455,0.0004892765,0.0008946209,0.00046931018,0.00862108,0.000043683354,0.00040850477,0.00033395647,0.000007372636],"category_scores_gemma":[0.00020662461,0.0003735188,0.00012835623,0.0010671195,0.00014871063,0.00031096395,0.00017741937,0.0012590059,0.000057054698],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001470094,0.00022642784,0.00079637003,0.013212561,0.000067068664,0.000005101482,0.95489055,0.007034511,0.000039753224,0.007824626,0.0063511194,0.008081798],"study_design_scores_gemma":[0.0030236342,0.0008905705,0.00048841874,0.00032505507,0.00013774262,0.0000069969487,0.7954597,0.19694762,0.000002187242,0.00022736109,0.0021917273,0.00029899558],"about_ca_topic_score_codex":0.0027897838,"about_ca_topic_score_gemma":0.0003337015,"teacher_disagreement_score":0.20695949,"about_ca_system_score_codex":0.0008361883,"about_ca_system_score_gemma":0.004463276,"threshold_uncertainty_score":0.9998717},"labels":[],"label_agreement":null},{"id":"W4387083249","doi":"10.2196/40689","title":"Digital Phenotyping for Stress, Anxiety, and Mild Depression: Systematic Literature Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Anxiety; Depression (economics); Psychology; Clinical psychology; Systematic review; Stress (linguistics); Psychiatry; MEDLINE; Medicine; Computer science; World Wide Web","score_opus":0.13067028679300763,"score_gpt":0.48876356943700444,"score_spread":0.3580932826439968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387083249","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000024943106,0.98185694,0.000019162791,0.00049567036,0.001403458,0.011333538,0.0033472374,0.0002187292,0.0013227905],"genre_scores_gemma":[0.000020359013,0.9872324,0.00005990734,0.00091512635,0.00041513503,0.0059963507,0.0013554109,0.0001695282,0.003835822],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947748,0.00039558756,0.0023641214,0.0011218225,0.00028451747,0.0010591107],"domain_scores_gemma":[0.9961185,0.00070949586,0.00138543,0.00074907206,0.000097962664,0.00093954656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009527804,0.0007204194,0.0032065036,0.00032031402,0.00040075116,0.0002709176,0.00032870736,0.0005313528,0.000018665554],"category_scores_gemma":[0.00016046931,0.0005553383,0.00047172495,0.0006734195,0.00008756999,0.00027581642,0.00019601325,0.00075616856,0.00014932158],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011741106,0.000080351616,0.000005533106,0.57127327,0.000055275726,0.000005840864,0.0000776087,1.4833237e-9,1.1260461e-10,0.00091361767,0.008201291,0.41937545],"study_design_scores_gemma":[0.00028467434,0.00016600906,0.000017631754,0.6478117,0.00056465284,0.0002473613,0.00004387652,0.0000015297792,2.3978661e-9,0.00018036693,0.35039973,0.00028244714],"about_ca_topic_score_codex":0.000010423716,"about_ca_topic_score_gemma":0.000016570679,"teacher_disagreement_score":0.41909298,"about_ca_system_score_codex":0.00019411278,"about_ca_system_score_gemma":0.0003018545,"threshold_uncertainty_score":0.9996898},"labels":[],"label_agreement":null},{"id":"W4387168771","doi":"10.2196/49003","title":"Digital Health Reimbursement Strategies of 8 European Countries and Israel: Scoping Review and Policy Mapping","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Health Organization","keywords":"Reimbursement; Digital health; Telehealth; Health care; Health policy; Telemedicine; Business; Medicine; Family medicine; Nursing; Public health; Economic growth; Economics","score_opus":0.10705720590069802,"score_gpt":0.49523563164321427,"score_spread":0.38817842574251626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387168771","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2705251,0.38194746,0.00061910716,0.27760935,0.00077261444,0.038070228,0.0011814666,0.001596791,0.027677888],"genre_scores_gemma":[0.24368091,0.7159355,0.0003520797,0.0361853,0.0005527508,0.0023551907,0.0002147376,0.00009801204,0.0006254728],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9944132,0.0007552409,0.002124462,0.00072848814,0.0003595461,0.0016190909],"domain_scores_gemma":[0.99585575,0.0006212345,0.0011748937,0.00050668244,0.00019381418,0.0016476213],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003609549,0.000359826,0.0010956993,0.0004999989,0.0019863746,0.000046005232,0.00015989639,0.00014262964,0.000024953924],"category_scores_gemma":[0.0001976002,0.00033354407,0.00004128164,0.0009383432,0.00030342102,0.0003367668,0.00026405876,0.0006744485,0.00006239726],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009841222,0.00010845425,0.032354034,0.62299126,0.00003079725,0.0000054822035,0.006798277,0.0000011186503,0.000004519455,0.10372082,0.030871948,0.20301485],"study_design_scores_gemma":[0.004999725,0.0015981925,0.5411373,0.102402635,0.00013801969,0.00006490502,0.028069014,0.00013660136,0.00000102544,0.0041048527,0.3163437,0.0010040497],"about_ca_topic_score_codex":0.00091008167,"about_ca_topic_score_gemma":0.00027237335,"teacher_disagreement_score":0.52058864,"about_ca_system_score_codex":0.00019053159,"about_ca_system_score_gemma":0.0052156984,"threshold_uncertainty_score":0.99991167},"labels":[],"label_agreement":null},{"id":"W4387316399","doi":"10.2196/49051","title":"Evaluation of Mobile Health Technology Interventions for the Postdischarge Management of Patients With Head and Neck Cancer: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai Association for Science and Technology","keywords":"mHealth; Medicine; CINAHL; Psychological intervention; Telehealth; Telemedicine; MEDLINE; Rehabilitation; Health care; Physical therapy; Head and neck cancer; Randomized controlled trial; Family medicine; Nursing; Radiation therapy; Surgery","score_opus":0.11706950064956251,"score_gpt":0.48384667706284434,"score_spread":0.36677717641328184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387316399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75327855,0.23022571,0.000057378078,0.0069935997,0.00013557196,0.009106078,0.00014277593,0.00003223215,0.0000281339],"genre_scores_gemma":[0.8250711,0.17098555,0.000099803765,0.000615443,0.000021235377,0.0030843304,0.000081703765,0.000014454972,0.000026362997],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986713,0.00006986426,0.00047265043,0.00020277256,0.0003392751,0.00024413463],"domain_scores_gemma":[0.99896675,0.00004335947,0.0003396229,0.0002147536,0.00032187608,0.0001136378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014132002,0.0000920151,0.00041285242,0.00013632934,0.00013434702,0.000002639307,0.00004644055,0.000034443103,0.000017738168],"category_scores_gemma":[0.000016264406,0.00006158366,0.000046829882,0.00049643236,0.00006763522,0.000029247103,0.000034661483,0.000086337,3.476492e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023577001,0.00017613107,0.046512242,0.29507175,0.00009140598,1.8712194e-7,0.0006934058,0.000004497551,4.311533e-7,0.0005602746,0.000740371,0.65591353],"study_design_scores_gemma":[0.0075847106,0.0077803927,0.7318158,0.24563015,0.0015009573,0.0000036232423,0.0032316826,0.00042823722,0.0000105973395,0.0002121978,0.0016130449,0.00018856453],"about_ca_topic_score_codex":0.00040822307,"about_ca_topic_score_gemma":0.0015556426,"teacher_disagreement_score":0.6853036,"about_ca_system_score_codex":0.00009419928,"about_ca_system_score_gemma":0.00051203533,"threshold_uncertainty_score":0.25113088},"labels":[],"label_agreement":null},{"id":"W4387333116","doi":"10.2196/50419","title":"Factors Influencing the Acceptance and Adoption of Mobile Health Apps by Physicians During the COVID-19 Pandemic: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Health care; MEDLINE; Pandemic; Scopus; Systematic review; Telemedicine; eHealth; Medicine; Nursing; Coronavirus disease 2019 (COVID-19); Psychology; Psychological intervention; Political science","score_opus":0.20175805174447833,"score_gpt":0.5185291763234262,"score_spread":0.31677112457894785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387333116","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00089413556,0.94317085,0.000032198473,0.0022558817,0.00035547998,0.051886484,0.0010534263,0.00031977062,0.000031781048],"genre_scores_gemma":[0.00030705365,0.91214687,0.000012789062,0.015347251,0.00029064747,0.070878744,0.00041465418,0.00015908401,0.0004429065],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98473644,0.005423759,0.0057542888,0.0011920395,0.00077991106,0.0021135681],"domain_scores_gemma":[0.9833703,0.005269374,0.0075563355,0.0017383886,0.00020125858,0.0018643644],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007794643,0.0009718295,0.005577724,0.00029536965,0.0052900906,0.000030272186,0.0008686535,0.00065448676,0.000029618534],"category_scores_gemma":[0.0007608655,0.00053822837,0.00035657943,0.0017075369,0.00039559198,0.00014853735,0.0003312911,0.0030792851,0.00005866542],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009525113,0.00004253175,0.00043494784,0.94149816,0.000047492413,3.357662e-7,0.0022788346,3.4759918e-7,3.64677e-8,0.00037800713,0.008081559,0.047228225],"study_design_scores_gemma":[0.00043183475,0.00020450098,0.00043098815,0.32242104,0.0008532484,0.000026292739,0.0046362584,0.0000046447735,6.522331e-9,0.00006302169,0.6705364,0.00039174323],"about_ca_topic_score_codex":0.0014515957,"about_ca_topic_score_gemma":0.00080092414,"teacher_disagreement_score":0.66245484,"about_ca_system_score_codex":0.0017294718,"about_ca_system_score_gemma":0.008320124,"threshold_uncertainty_score":0.9997069},"labels":[],"label_agreement":null},{"id":"W4387354524","doi":"10.2196/48714","title":"Personal Information Protection and Privacy Policy Compliance of Health Code Apps in China: Scale Development and Content Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Central South University","keywords":"Mainland China; Scale (ratio); mHealth; Privacy policy; Medicine; Environmental health; Internet privacy; Business; Psychology; Computer science; Information privacy; China; Psychological intervention; Geography; Nursing","score_opus":0.27488053083984326,"score_gpt":0.43565816472110774,"score_spread":0.16077763388126448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387354524","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076720556,0.957336,0.027105264,0.0032465612,0.00010454011,0.0042068157,0.000118740405,0.0001742227,0.000035809306],"genre_scores_gemma":[0.019508928,0.97762555,0.001904678,0.0004901789,0.000035741432,0.00030497945,0.00008699987,0.000019278448,0.000023691206],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99665016,0.00025368566,0.0015954379,0.0005563743,0.00036685864,0.0005774647],"domain_scores_gemma":[0.9979104,0.00013074212,0.001195303,0.0002911774,0.0000692296,0.00040314658],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015188741,0.0003498824,0.0016720319,0.0014633273,0.00028774742,0.00015862913,0.00025470398,0.00014939891,3.9366725e-7],"category_scores_gemma":[0.00007881496,0.00031657467,0.00008937768,0.002034784,0.00006191704,0.00070986385,0.00028753467,0.00042244693,0.000004428665],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007819117,0.000030144263,0.00039508814,0.07733643,0.000038154598,6.4302026e-7,0.0046993294,0.0000011682656,1.6864432e-8,0.00053267647,0.000005769844,0.9169527],"study_design_scores_gemma":[0.0035216645,0.0014729636,0.45335126,0.06413273,0.00046608623,0.0001693086,0.0010394034,0.029772775,8.080745e-7,0.00045250068,0.44340563,0.0022148849],"about_ca_topic_score_codex":0.0029036873,"about_ca_topic_score_gemma":0.0009323754,"teacher_disagreement_score":0.9147379,"about_ca_system_score_codex":0.00075171056,"about_ca_system_score_gemma":0.003291006,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W4387392741","doi":"10.2196/43878","title":"Adoption of Electronic Medical Records for Chronic Disease Care in Kenyan Refugee Camps: Quantitative and Qualitative Prospective Evaluation","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Johns Hopkins Bloomberg School of Public Health; Grand Challenges Canada; Johns Hopkins University","keywords":"Medicine; mHealth; Medical record; Refugee; Kenya; Electronic medical record; Family medicine; Diabetes mellitus; Health care; Nursing","score_opus":0.1109983717859348,"score_gpt":0.5578399691108464,"score_spread":0.44684159732491163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387392741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96199495,0.012662947,0.000314197,0.0070793014,0.00033663158,0.01683262,0.00039207717,0.00014337602,0.00024391293],"genre_scores_gemma":[0.9517222,0.014292233,0.0003608875,0.00082889514,0.00026626492,0.03162485,0.0007637314,0.0000493415,0.00009159047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9936953,0.0018334007,0.00149844,0.0008001918,0.0006906802,0.0014819611],"domain_scores_gemma":[0.994896,0.0020639568,0.00076103315,0.00035108323,0.0006924625,0.0012354763],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007063085,0.00027688846,0.0006628764,0.00053236925,0.00096695987,0.000006226057,0.00013672869,0.00034669673,0.00005484618],"category_scores_gemma":[0.0014507335,0.00026279152,0.000052015366,0.0010204447,0.00019914264,0.00016301723,0.00007000938,0.0009296348,0.000026789156],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007717315,0.00050776504,0.10829563,0.07626761,0.00005575644,0.0000042944143,0.15508717,0.0000484266,0.00001614659,0.34932533,0.0063777417,0.2962968],"study_design_scores_gemma":[0.011751453,0.00392741,0.8391833,0.0019039006,0.00015177275,0.0000024720678,0.07250993,0.014123787,0.000002027797,0.033285726,0.022655353,0.0005028729],"about_ca_topic_score_codex":0.0007676537,"about_ca_topic_score_gemma":0.010805763,"teacher_disagreement_score":0.73088765,"about_ca_system_score_codex":0.0017819828,"about_ca_system_score_gemma":0.013734786,"threshold_uncertainty_score":0.9999824},"labels":[],"label_agreement":null},{"id":"W4387412621","doi":"10.2196/50226","title":"The Most Popular Commercial Weight Management Apps in the Chinese App Store: Analysis of Quality, Features, and Behavior Change Techniques","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Anhui Province; Anhui Medical University","keywords":"Weight management; mHealth; App store; Self-management; Smartphone app; Android (operating system); Social media; Computer science; World Wide Web; Medicine; Weight loss; Obesity; Psychological intervention; Nursing","score_opus":0.0924056917662349,"score_gpt":0.498877087725529,"score_spread":0.40647139595929416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387412621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9108721,0.008499198,0.000030827076,0.056102153,0.0005008503,0.021582782,0.00046628946,0.00034243302,0.0016033794],"genre_scores_gemma":[0.85838777,0.06557656,0.00023882062,0.014766927,0.0005227895,0.059488088,0.0005462796,0.0000500749,0.000422687],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99442387,0.0015833317,0.0015544264,0.0005701207,0.00057094486,0.0012972952],"domain_scores_gemma":[0.99665934,0.0009924839,0.000744688,0.0009169938,0.0001149638,0.0005715373],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0063284645,0.00031110234,0.000778042,0.0007292353,0.002641398,0.000021899856,0.00045249335,0.0003043897,0.000013791203],"category_scores_gemma":[0.000074102005,0.0001894847,0.00008776934,0.0039839027,0.00021246595,0.0000926602,0.0002352105,0.0011155347,0.000010435875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002910098,0.0003742355,0.47013876,0.005962194,0.00006932041,0.000010110564,0.009144101,3.6355803e-7,0.00000221713,0.06427846,0.024346313,0.4253829],"study_design_scores_gemma":[0.00062197185,0.00010089972,0.89635056,0.000080012745,0.00024200756,0.0000025226307,0.0027780503,0.00004814712,1.5353744e-7,0.0005661133,0.099075146,0.00013442985],"about_ca_topic_score_codex":0.006084346,"about_ca_topic_score_gemma":0.017496055,"teacher_disagreement_score":0.42621177,"about_ca_system_score_codex":0.00017239276,"about_ca_system_score_gemma":0.00030414827,"threshold_uncertainty_score":0.99865705},"labels":[],"label_agreement":null},{"id":"W4387754425","doi":"10.2196/50636","title":"The Effects of a Digital, Transdiagnostic, Clinically and Peer-Moderated Treatment Platform for Young People With Emerging Mental Health Complaints: Repeated Measures Within-Subjects Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"Psychosocial; Mental health; Repeated measures design; Distress; Digital health; Psychological intervention; Psychology; Intervention (counseling); mHealth; Clinical psychology; Medicine; Young adult; Psychiatry; Gerontology; Health care","score_opus":0.07171548902468049,"score_gpt":0.43297406338082917,"score_spread":0.36125857435614867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387754425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837774,0.0010009272,0.00008849344,0.005652121,0.0009295936,0.0077237114,0.00039903252,0.00018730221,0.00024143787],"genre_scores_gemma":[0.996729,0.0004136724,0.000073260686,0.00024036474,0.000055627108,0.00160729,0.0002414202,0.00006717296,0.00057216507],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9961702,0.0002540741,0.0014117765,0.0006968498,0.00046767315,0.0009994026],"domain_scores_gemma":[0.9967216,0.0013541684,0.0006542496,0.00041330885,0.00017130635,0.00068534137],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015058037,0.00037090457,0.00074443955,0.00019856048,0.0013245601,0.00012879612,0.00015646212,0.000094275565,0.000002472848],"category_scores_gemma":[0.00020460533,0.00025581458,0.00009286368,0.0005147666,0.00018537801,0.0001622785,0.000045028086,0.00022272117,0.000007219098],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025533408,0.013543326,0.3511067,0.011505816,0.0015374506,0.000052998155,0.22031227,0.00001888373,0.000009650755,0.0053830096,0.014860388,0.3561361],"study_design_scores_gemma":[0.031217119,0.1343487,0.7730854,0.0014791749,0.0002736214,0.0002488551,0.054169584,0.00081998453,0.00003103257,0.0012250684,0.0022685681,0.0008328735],"about_ca_topic_score_codex":0.0009756285,"about_ca_topic_score_gemma":0.0064519127,"teacher_disagreement_score":0.42197874,"about_ca_system_score_codex":0.00023473939,"about_ca_system_score_gemma":0.00040197317,"threshold_uncertainty_score":0.9999894},"labels":[],"label_agreement":null},{"id":"W4387754814","doi":"10.2196/49144","title":"Exploring Variations in Sleep Perception: Comparative Study of Chatbot Sleep Logs and Fitbit Sleep Data","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Institute of Oriental Medicine","keywords":"Sleep (system call); Actigraphy; Sleep diary; Sleep onset; Medicine; Wearable computer; Polysomnography; Psychology; Physical therapy; Computer science; Insomnia; Electroencephalography; Psychiatry","score_opus":0.31256272522757494,"score_gpt":0.4488693811675239,"score_spread":0.13630665593994895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387754814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99428433,0.0008862724,0.00005866996,0.0014820166,0.00069106405,0.0012085495,0.000059301034,0.00010711214,0.0012226823],"genre_scores_gemma":[0.99774486,0.0013391919,0.000070578484,0.00023519811,0.00011601024,0.00026017864,0.00013257626,0.000024143497,0.00007728448],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973927,0.00038684616,0.0006898978,0.0007081056,0.00022866906,0.00059377187],"domain_scores_gemma":[0.9985075,0.00026043816,0.00022668687,0.00066042674,0.000048317328,0.00029664228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008177204,0.0002216039,0.00049597636,0.000495494,0.00030353706,0.000020026075,0.00024285972,0.00014928465,0.00014488454],"category_scores_gemma":[0.000023778404,0.00020930696,0.000021916885,0.0009788328,0.00010483424,0.00027968743,0.00017754607,0.0004642077,0.00008805],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010730943,0.0051956344,0.35242206,0.00090307335,0.00056287576,0.000062238425,0.49991956,0.0005057631,0.000015848877,0.005083367,0.0048725447,0.12938394],"study_design_scores_gemma":[0.0042765876,0.00086041994,0.899364,0.000035255045,0.00010313401,0.000009044585,0.08729443,0.0071242508,1.6129397e-7,0.00016187505,0.0005708751,0.00019994842],"about_ca_topic_score_codex":0.002154918,"about_ca_topic_score_gemma":0.0012752846,"teacher_disagreement_score":0.54694194,"about_ca_system_score_codex":0.000048841113,"about_ca_system_score_gemma":0.000055477773,"threshold_uncertainty_score":0.85352904},"labels":[],"label_agreement":null},{"id":"W4387755204","doi":"10.2196/47043","title":"Quality of Digital Health Interventions Across Different Health Care Domains: Secondary Data Analysis Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department for the Economy","keywords":"Psychological intervention; Medicine; Health care; mHealth; Digital health; Quality assurance; Wilcoxon signed-rank test; Family medicine; Nursing; Mann–Whitney U test; Internal medicine","score_opus":0.23881040736607076,"score_gpt":0.5873362060666636,"score_spread":0.34852579870059286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387755204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93529874,0.01014359,0.0014420361,0.018007113,0.00095073506,0.01606407,0.016665446,0.00087533117,0.00055295834],"genre_scores_gemma":[0.9746454,0.006410701,0.00033943294,0.0043169428,0.0003756013,0.0044648163,0.0089328615,0.00009711203,0.0004171672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98431474,0.0031370523,0.0061054514,0.0020046495,0.0010951367,0.0033429454],"domain_scores_gemma":[0.9877359,0.0014825073,0.0036749893,0.0034702842,0.0004258329,0.0032104726],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008582678,0.00065312185,0.0029804371,0.0010565096,0.004682927,0.000058505797,0.0011235386,0.00033042266,0.00015719837],"category_scores_gemma":[0.0003753956,0.0005921872,0.00038780487,0.00399059,0.00027269448,0.0004666723,0.0013259616,0.001885187,0.0001342406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000490998,0.0019058258,0.61248875,0.051107798,0.00042956095,0.000003416175,0.043117173,0.000008730922,7.1823484e-7,0.0025431393,0.032220606,0.2556833],"study_design_scores_gemma":[0.0037598975,0.0013166378,0.8972962,0.00034711082,0.00013825829,0.000001565572,0.07778626,0.00016566727,9.0933256e-8,0.00031582545,0.018521674,0.00035081574],"about_ca_topic_score_codex":0.0068210936,"about_ca_topic_score_gemma":0.030950746,"teacher_disagreement_score":0.28480744,"about_ca_system_score_codex":0.0009969904,"about_ca_system_score_gemma":0.006001349,"threshold_uncertainty_score":0.9997926},"labels":[],"label_agreement":null},{"id":"W4387786719","doi":"10.2196/50663","title":"Physical Activity Pattern of Adults With Metabolic Syndrome Risk Factors: Time-Series Cluster Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Ministry of Science and ICT, South Korea; Iran Telecommunication Research Center","keywords":"Wearable computer; Smartwatch; Categorical variable; Cluster analysis; Logistic regression; Wearable technology; Physical activity; Computer science; Machine learning; Physical medicine and rehabilitation; Medicine","score_opus":0.034091367404211266,"score_gpt":0.3513190872034616,"score_spread":0.31722771979925035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387786719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965687,0.000057737696,0.00014849982,0.0020198175,0.000030790634,0.000697969,0.0002469958,0.00014833898,0.00008119746],"genre_scores_gemma":[0.9986643,0.0005782802,0.000057121033,0.00023598391,0.00013665967,0.00004807802,0.00010006681,0.000030412055,0.00014909274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782604,0.0002176619,0.00029869482,0.00050839805,0.00047055658,0.0006786345],"domain_scores_gemma":[0.9981207,0.0002674099,0.00036340274,0.00041401328,0.000085102714,0.0007493722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002989118,0.00027820907,0.0014398402,0.00038022108,0.00023429564,0.00001280649,0.00007910075,0.00011090449,0.000026957381],"category_scores_gemma":[0.00003064351,0.00019402239,0.00018291628,0.0015764475,0.00016822362,0.0002341065,0.000057002962,0.0005244773,0.000042259806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009324325,0.008313138,0.8458322,0.014840376,0.0023990774,0.00007975801,0.021524316,0.00009827055,0.00030701488,0.00022638221,0.0011475161,0.09590757],"study_design_scores_gemma":[0.0015320802,0.00262083,0.98913443,0.00011026959,0.0011116547,0.000015987873,0.0002833278,0.0045893993,0.00020589499,0.000065603,0.00015604215,0.00017445904],"about_ca_topic_score_codex":0.0030968077,"about_ca_topic_score_gemma":0.00034532876,"teacher_disagreement_score":0.1433022,"about_ca_system_score_codex":0.000055443958,"about_ca_system_score_gemma":0.00032011693,"threshold_uncertainty_score":0.79120034},"labels":[],"label_agreement":null},{"id":"W4387787121","doi":"10.2196/49355","title":"Effects of a Digital Weight Management Service on adults with obesity living in Cornwall: a single-arm intervention trial (Preprint)","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Weight management; Intervention (counseling); Aged care; Medicine; Physical therapy; mHealth; Service (business); Randomized controlled trial; Gerontology; Digital health; Weight loss; Psychological intervention; Obesity; Computer science; Nursing; Health care; World Wide Web; Surgery; Business","score_opus":0.040457628038974285,"score_gpt":0.3932148339962687,"score_spread":0.35275720595729443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387787121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979627,0.00020416528,0.00011391681,0.0022048391,0.00047575345,0.0149445515,0.000035900735,0.00028782888,0.0021060223],"genre_scores_gemma":[0.98486006,0.0014439002,0.00013392414,0.0018404829,0.0002150122,0.01104021,0.00008049622,0.000054371452,0.0003315233],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9952237,0.0006081543,0.0015317794,0.0008188551,0.00047821496,0.0013392948],"domain_scores_gemma":[0.9960002,0.0015709942,0.00084562576,0.00055061345,0.00016311018,0.0008695111],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016000421,0.00032901004,0.00068913127,0.00062354485,0.000605316,0.00001632104,0.00023881465,0.0002626872,0.000043529824],"category_scores_gemma":[0.00015189446,0.0002883754,0.00006913188,0.001453499,0.000058272042,0.00017628433,0.0002053015,0.00087159284,0.00020629277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10291197,0.016837066,0.16623211,0.28527018,0.00010089214,0.000104313935,0.024721889,0.00004354569,0.000011243754,0.022335507,0.006025952,0.37540534],"study_design_scores_gemma":[0.0721846,0.007928126,0.8885822,0.014186018,0.00008321893,0.0000062175322,0.004901616,0.0008613129,0.000009246124,0.0011574825,0.009583649,0.0005163021],"about_ca_topic_score_codex":0.00084939203,"about_ca_topic_score_gemma":0.0015428282,"teacher_disagreement_score":0.7223501,"about_ca_system_score_codex":0.00045893557,"about_ca_system_score_gemma":0.0005272342,"threshold_uncertainty_score":0.99995685},"labels":[],"label_agreement":null},{"id":"W4387798268","doi":"10.2196/48970","title":"Impact of Mobile Apps in Conjunction With Percutaneous Endoscopic Gastrostomy on Patients' Complications, Quality of Life, and Health-Related Self-Care Behaviors: Randomized Clinical Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous endoscopic gastrostomy; Randomized controlled trial; Quality of life (healthcare); Health care; Surgery; Medical emergency; Emergency medicine; Nursing; PEG ratio","score_opus":0.0779693588292249,"score_gpt":0.45939248306821673,"score_spread":0.38142312423899183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387798268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99206746,0.00023482896,0.000005975253,0.0034337158,0.00026516724,0.0037544295,0.00015110028,0.00008100014,0.000006356147],"genre_scores_gemma":[0.99729824,0.0006006862,0.00017593364,0.0013618873,0.000046233257,0.00019454004,0.0003015475,0.00002004995,8.8295315e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942996,0.002039308,0.0025148275,0.0004558248,0.0002463194,0.00044415277],"domain_scores_gemma":[0.99646026,0.0014555455,0.0011745458,0.00027150428,0.00015547813,0.00048266383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023958986,0.00020225807,0.0015282305,0.00028289645,0.00012110957,0.000008745228,0.0000738148,0.00018523118,0.000008509115],"category_scores_gemma":[0.00029141665,0.00016073114,0.0001659832,0.0003229008,0.00032666643,0.000046706755,0.00002602335,0.0004739538,0.0000021732335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.35265088,0.0018343437,0.6381693,0.000807151,0.000025921458,7.9089375e-7,0.0009785615,0.000010411859,0.0000022195636,0.000017896144,0.00039626146,0.0051062857],"study_design_scores_gemma":[0.27898368,0.01645085,0.70389336,0.00013483774,0.000029774179,0.000003833732,0.00031480702,0.00008024064,2.4950316e-7,0.000026565265,0.000021392045,0.000060414928],"about_ca_topic_score_codex":0.0012119825,"about_ca_topic_score_gemma":0.00024786507,"teacher_disagreement_score":0.073667176,"about_ca_system_score_codex":0.00014994065,"about_ca_system_score_gemma":0.00016105568,"threshold_uncertainty_score":0.65544254},"labels":[],"label_agreement":null},{"id":"W4388209676","doi":"10.2196/50616","title":"Effects of Digital Physical Health Exercises on Musculoskeletal Diseases: Systematic Review With Best-Evidence Synthesis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität Leipzig; Deutsche Forschungsgemeinschaft","keywords":"Medicine; Systematic review; Physical therapy; Psychological intervention; Cochrane Library; Randomized controlled trial; Checklist; Alternative medicine; Digital health; MEDLINE; Evidence-based medicine; Health care; Family medicine; Psychology; Nursing; Pathology","score_opus":0.07991291962011564,"score_gpt":0.45521513446670087,"score_spread":0.3753022148465852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388209676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030133274,0.98392093,0.0000027286137,0.0006655559,0.00008911122,0.014561671,0.0002806388,0.00014629481,0.000031711945],"genre_scores_gemma":[0.001145923,0.9929645,0.000018707507,0.0004739386,0.00019960183,0.0047826637,0.00013009622,0.00013809546,0.0001464737],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99521285,0.0006291515,0.0015269414,0.00093845814,0.00089615874,0.00079641945],"domain_scores_gemma":[0.9925554,0.0036604602,0.0014700923,0.00090633635,0.0000907194,0.0013169894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004600921,0.00086875097,0.007967245,0.0003280879,0.00019956163,0.000032259897,0.00020118986,0.00017581879,0.0000041333064],"category_scores_gemma":[0.00078541617,0.0005019218,0.0007342707,0.00079959404,0.00016599213,0.00013125107,0.000065880704,0.0005523937,0.00011939184],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010214579,0.0009596387,0.000008614284,0.8611987,0.00029217414,0.000085234904,0.00006106932,1.6700957e-8,3.4136427e-9,0.000056995807,0.00034302424,0.13689235],"study_design_scores_gemma":[0.00043150818,0.0055081914,0.000096764335,0.89930195,0.09140645,0.00013049247,0.000039171697,0.0000010681078,3.0319868e-7,0.000012244526,0.0027317652,0.00034008748],"about_ca_topic_score_codex":0.000049934635,"about_ca_topic_score_gemma":0.000002811434,"teacher_disagreement_score":0.13655226,"about_ca_system_score_codex":0.00046070706,"about_ca_system_score_gemma":0.002491032,"threshold_uncertainty_score":0.9997432},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"meta_analysis","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4388234962","doi":"10.2196/52377","title":"App Characteristics and Accuracy Metrics of Available Digital Biomarkers for Autism: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Autism; Computer science; mHealth; Data science; Psychology; Psychological intervention; Psychiatry","score_opus":0.1524569508097991,"score_gpt":0.427825035732215,"score_spread":0.2753680849224159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388234962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85665333,0.065235674,0.0007265717,0.05649603,0.00069255114,0.01538247,0.0015657279,0.00074435247,0.0025032694],"genre_scores_gemma":[0.7715349,0.22609183,0.00017162363,0.0014443906,0.00003655358,0.00024051194,0.000047217654,0.00004512298,0.0003878499],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9976867,0.00009438876,0.0005896465,0.0005219115,0.00035495491,0.000752389],"domain_scores_gemma":[0.99775684,0.0012149361,0.0003287902,0.00027738887,0.00002034885,0.00040169785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085261045,0.0001657953,0.0004731978,0.00034377028,0.00032261503,0.00007662313,0.00018294691,0.0000693066,0.00003038716],"category_scores_gemma":[0.0018954471,0.00015485605,0.000042551517,0.0014198029,0.00016897323,0.0002765683,0.00016098627,0.00017667489,0.00004537999],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063556543,0.0004958397,0.020109681,0.476303,0.00003263985,0.000042476928,0.0011271923,3.4947078e-7,0.001388664,0.030617233,0.03286525,0.43638209],"study_design_scores_gemma":[0.028982935,0.015537825,0.510566,0.18631876,0.0007942789,0.0008037353,0.0010239272,0.04331626,0.009180947,0.04458938,0.15102017,0.007865821],"about_ca_topic_score_codex":0.00003130278,"about_ca_topic_score_gemma":0.0000042818906,"teacher_disagreement_score":0.49045628,"about_ca_system_score_codex":0.000045501263,"about_ca_system_score_gemma":0.0005689669,"threshold_uncertainty_score":0.6314846},"labels":[],"label_agreement":null},{"id":"W4388236167","doi":"10.2196/45947","title":"Exploring Adherence to Pelvic Floor Muscle Training in Women Using Mobile Apps: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research; Department of Health and Social Care; Bournemouth University","keywords":"Pelvic Floor Muscle; mHealth; Medicine; Mobile apps; Physical therapy; Physical medicine and rehabilitation; Pelvic floor; Psychology; Computer science; Nursing; Psychological intervention; Surgery; World Wide Web","score_opus":0.2839584417248177,"score_gpt":0.44427988902336313,"score_spread":0.16032144729854542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388236167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97953284,0.015887706,0.000010441076,0.0008002535,0.00018030716,0.0031725552,0.0000076078813,0.00017293908,0.00023537024],"genre_scores_gemma":[0.9322138,0.059311867,0.00083584635,0.0044867317,0.00013153009,0.0028658793,0.000022195807,0.00005680209,0.00007534906],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99729043,0.000099717654,0.00064496766,0.0005532649,0.00030603074,0.0011055839],"domain_scores_gemma":[0.998599,0.000069499976,0.00012641738,0.00032060646,0.000038870767,0.00084559113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000865889,0.00023641634,0.0007354744,0.00038740525,0.00017242909,0.000015111001,0.00008623709,0.0000597323,0.000063405685],"category_scores_gemma":[0.00011590704,0.00022857322,0.000042553173,0.001348937,0.000032122487,0.00019260045,0.000068078065,0.00025929944,0.00011897516],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029758815,0.00024828356,0.0047920165,0.082475275,0.00002333818,0.00014345182,0.03588147,0.00008632991,0.00014918292,0.000012835784,0.0002619652,0.8756283],"study_design_scores_gemma":[0.018488728,0.008027081,0.43547782,0.48624483,0.00028340408,0.00018933813,0.04248792,0.0034270897,0.00004671636,0.00024769016,0.0033475247,0.0017318582],"about_ca_topic_score_codex":0.0004271721,"about_ca_topic_score_gemma":0.00012908029,"teacher_disagreement_score":0.8738964,"about_ca_system_score_codex":0.00047445507,"about_ca_system_score_gemma":0.001106766,"threshold_uncertainty_score":0.9320945},"labels":[],"label_agreement":null},{"id":"W4388300901","doi":"10.2196/51510","title":"Health Care Professionals’ Experiences With a Mobile Self-Care Solution for Low Complex Orthopedic Injuries: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"Health care; Medicine; Qualitative research; mHealth; Self care; Nursing; Psychology; Psychological intervention; Sociology","score_opus":0.07516132121509679,"score_gpt":0.4919749299119928,"score_spread":0.41681360869689604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388300901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98108137,0.007717599,0.000273042,0.003163475,0.0007095256,0.006368572,0.00008462547,0.00050093146,0.00010087786],"genre_scores_gemma":[0.98377234,0.000719795,0.0074438513,0.0011760644,0.0003385149,0.006125273,0.00030163262,0.000050820865,0.00007169403],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996716,0.00040550824,0.00070317485,0.0007097525,0.00048018782,0.0009853367],"domain_scores_gemma":[0.99814934,0.00017106235,0.00027258493,0.0003381993,0.00040467712,0.0006641312],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008400198,0.00034033455,0.0009033205,0.00027045127,0.0014322336,0.000016352647,0.0000982234,0.00010329162,0.000020342282],"category_scores_gemma":[0.00004221489,0.00024278942,0.000088895875,0.00077648927,0.0001335569,0.00009443482,0.000083130355,0.00027391498,0.0000060367515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001185681,0.0006621867,0.033145104,0.015583395,0.0001051735,0.000009356328,0.74245,0.0000014417863,0.0000041198746,0.000034152243,0.01932224,0.18749717],"study_design_scores_gemma":[0.002668576,0.008857032,0.22974056,0.0002587037,0.00010038742,0.000010106954,0.7478563,0.000077874545,0.0000059921063,0.0000043810473,0.010194723,0.00022533636],"about_ca_topic_score_codex":0.00030202657,"about_ca_topic_score_gemma":0.0008086596,"teacher_disagreement_score":0.19659545,"about_ca_system_score_codex":0.00026265715,"about_ca_system_score_gemma":0.0016924237,"threshold_uncertainty_score":0.99986774},"labels":[],"label_agreement":null},{"id":"W4388301377","doi":"10.2196/43105","title":"Effects of User-Reported Risk Factors and Follow-Up Care Activities on Satisfaction With a COVID-19 Chatbot: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Office of the Vice President for Research, University of South Carolina; University of South Carolina","keywords":"Helpfulness; Chatbot; Medicine; Cross-sectional study; Public health; Multinomial logistic regression; Psychology; Family medicine; Nursing; Computer science; World Wide Web; Social psychology","score_opus":0.07561044754708256,"score_gpt":0.45549794044193864,"score_spread":0.37988749289485607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388301377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535155,0.00019465329,0.000016238893,0.00015040128,0.0013135072,0.00228196,0.00032944957,0.0002173001,0.00014496509],"genre_scores_gemma":[0.9985634,0.00005552419,0.000009698863,0.00020828607,0.00006313648,0.00047696082,0.00007287897,0.000040188934,0.0005099345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744517,0.0003424042,0.00065084075,0.0006136534,0.00039776182,0.00055015605],"domain_scores_gemma":[0.9976715,0.000717178,0.00058244274,0.00027843003,0.000059778784,0.0006906734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004586876,0.0002679847,0.00041752998,0.00039974542,0.00059963996,0.000052909236,0.00006766298,0.00014326087,0.00003323053],"category_scores_gemma":[0.00011117511,0.00022216486,0.000057776462,0.00046143646,0.00015798173,0.00018099246,0.000045102788,0.0003539161,0.000015226312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014662755,0.00045130236,0.9804104,0.00277266,0.00009343852,0.000022571647,0.009775001,0.000004544862,0.000002451669,0.0003785243,0.00029500746,0.004327828],"study_design_scores_gemma":[0.0037386077,0.007933972,0.9807788,0.00007472075,0.000055667468,0.000021443007,0.0069294847,0.0000034211394,0.00001534503,0.000119857024,0.0001755076,0.00015315383],"about_ca_topic_score_codex":0.013347895,"about_ca_topic_score_gemma":0.0048877383,"teacher_disagreement_score":0.008460157,"about_ca_system_score_codex":0.00033474102,"about_ca_system_score_gemma":0.0003026682,"threshold_uncertainty_score":0.9932223},"labels":[],"label_agreement":null},{"id":"W4388306568","doi":"10.2196/50293","title":"Dissemination Strategies for mHealth Apps: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitat Oberta de Catalunya; World Health Organization","keywords":"mHealth; Timeline; CINAHL; PsycINFO; Internet privacy; Download; Scopus; World Wide Web; App store; Computer science; MEDLINE; Psychological intervention; Medicine; Nursing","score_opus":0.2216163517007985,"score_gpt":0.5787743830354403,"score_spread":0.35715803133464175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388306568","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013297957,0.9080953,0.00047324723,0.0020870194,0.001219141,0.0850681,0.001413598,0.0008924373,0.0007498205],"genre_scores_gemma":[0.0000027189024,0.7719718,0.00028354308,0.004584929,0.0010925542,0.21682252,0.0023325682,0.00033847336,0.0025708363],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98277336,0.0030772712,0.007928563,0.0019210365,0.0008249023,0.0034748688],"domain_scores_gemma":[0.98071766,0.0077694645,0.006181556,0.0018727309,0.0006435263,0.0028150678],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009157713,0.0013964268,0.0086936625,0.0009305995,0.0037292626,0.00006510934,0.0008425036,0.00160508,0.00007860849],"category_scores_gemma":[0.0013675069,0.001112398,0.00067757047,0.0019267724,0.00016469663,0.00029299993,0.00021646207,0.0028266823,0.001023468],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017863882,0.00007353553,0.0000013933117,0.8003731,0.000048919122,0.0000015348897,0.00028069972,3.1342058e-8,3.9543755e-9,0.016221546,0.05832374,0.12465767],"study_design_scores_gemma":[0.0003167609,0.00016558668,0.00000727754,0.48263344,0.0021244308,0.000013568723,0.00056075084,0.000013939949,1.0378712e-9,0.00071345206,0.51304466,0.00040610385],"about_ca_topic_score_codex":0.00026228474,"about_ca_topic_score_gemma":0.00032216226,"teacher_disagreement_score":0.45472094,"about_ca_system_score_codex":0.0015002056,"about_ca_system_score_gemma":0.016592607,"threshold_uncertainty_score":0.9998786},"labels":[],"label_agreement":null},{"id":"W4388454727","doi":"10.2196/47407","title":"Stakeholders’ Perceptions Regarding Digital Therapeutics Reimbursement in South Korea: Qualitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reimbursement; Qualitative research; Business; Focus group; Marketing; Psychological intervention; Public relations; Perception; Health care; Nursing; Medicine; Psychology; Political science; Economics; Sociology; Economic growth","score_opus":0.32379144422584183,"score_gpt":0.534769935724188,"score_spread":0.21097849149834613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388454727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97823375,0.0003737503,0.00012751266,0.00730581,0.0004963914,0.00984017,0.00027605583,0.00053624593,0.002810302],"genre_scores_gemma":[0.98136836,0.0015409309,0.0001154919,0.003710149,0.00036636923,0.0111256335,0.00024864133,0.00008335772,0.0014410376],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9927333,0.0014896324,0.0019419324,0.0009908119,0.0006146131,0.0022296943],"domain_scores_gemma":[0.9960855,0.001052988,0.000617854,0.00075226184,0.00021318908,0.0012781972],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040136245,0.0004178594,0.0007742637,0.0007972646,0.0023467948,0.00004300876,0.00026373536,0.00031155985,0.00010911167],"category_scores_gemma":[0.00013839538,0.0003847914,0.00007598661,0.0017914205,0.00014741338,0.00027675487,0.00017034374,0.0016039675,0.0006173843],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041263166,0.00089239964,0.247209,0.0026392955,0.000043250668,0.000015748048,0.69214255,0.0000120778495,0.000005513424,0.005993114,0.009630228,0.041004214],"study_design_scores_gemma":[0.0035985128,0.0006199162,0.34429455,0.00019985951,0.00004955174,0.0000018248148,0.62694514,0.00023632777,1.196232e-7,0.0013350494,0.022406979,0.0003121718],"about_ca_topic_score_codex":0.0005621595,"about_ca_topic_score_gemma":0.0010649195,"teacher_disagreement_score":0.09708556,"about_ca_system_score_codex":0.00068239734,"about_ca_system_score_gemma":0.0018388092,"threshold_uncertainty_score":0.9998604},"labels":[],"label_agreement":null},{"id":"W4388467551","doi":"10.2196/50467","title":"Development and Pilot Implementation of Neotree, a Digital Quality Improvement Tool Designed to Improve Newborn Care and Survival in 3 Hospitals in Malawi and Zimbabwe: Cost Analysis Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"mHealth; Quality (philosophy); Medicine; Nursing; Computer science; Psychological intervention","score_opus":0.040995413071954985,"score_gpt":0.4048719615159213,"score_spread":0.36387654844396633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388467551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955171,0.0002781143,0.000015405818,0.00088495854,0.000041051768,0.0030818651,0.0001260765,0.000023638218,0.000031822303],"genre_scores_gemma":[0.9984787,0.00037224038,0.0003911202,0.0004603904,0.000024822184,0.00017509336,0.0000688438,0.000012678099,0.00001607172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761367,0.00009559435,0.0009392018,0.0005150819,0.00031333763,0.0005231076],"domain_scores_gemma":[0.9990096,0.00007134165,0.00019297261,0.00015597283,0.000074886964,0.0004952332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092385185,0.00021011049,0.0006865062,0.00042026423,0.00010420114,0.00003972708,0.000041344792,0.000050511986,0.0000036021065],"category_scores_gemma":[0.000026235568,0.00018376834,0.000019450097,0.0007155808,0.000035319954,0.000104565275,0.000118096534,0.00013549878,8.668484e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056670746,0.00016834721,0.79482394,0.001650154,0.000038096146,0.00001015949,0.006655129,8.1022057e-7,0.00007342378,0.000040731953,0.000009000575,0.19596349],"study_design_scores_gemma":[0.004862178,0.0037279981,0.96630496,0.00006836369,0.000069271024,0.0000017602587,0.024656832,0.000019845196,0.000032696185,0.00002586178,0.00008827992,0.00014197292],"about_ca_topic_score_codex":0.007201796,"about_ca_topic_score_gemma":0.012406734,"teacher_disagreement_score":0.19582151,"about_ca_system_score_codex":0.00020952271,"about_ca_system_score_gemma":0.00034713527,"threshold_uncertainty_score":0.9994093},"labels":[],"label_agreement":null},{"id":"W4388478893","doi":"10.2196/46718","title":"Assessment of a Digital Symptom Checker Tool's Accuracy in Suggesting Reproductive Health Conditions: Clinical Vignettes Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vignette; Context (archaeology); Polycystic ovary; Medicine; Uterine fibroids; Reproductive health; mHealth; Endometriosis; Health care; Family medicine; Gynecology; Psychology; Psychiatry; Population; Psychological intervention; Social psychology; Pathology; Obesity","score_opus":0.32791972167992933,"score_gpt":0.5901680432070792,"score_spread":0.26224832152714983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388478893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982396,0.00033901256,0.000017115059,0.013972133,0.00042745378,0.0025022072,0.00003509025,0.00011453249,0.0001964754],"genre_scores_gemma":[0.9963632,0.0011280911,0.00027047846,0.001227837,0.000515296,0.00022326264,0.0001659504,0.000025526542,0.00008031208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959873,0.0003374794,0.0019315045,0.0006962518,0.00038591117,0.00066155253],"domain_scores_gemma":[0.9971513,0.0010638671,0.0006040222,0.00047615622,0.00024134754,0.00046331633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036631252,0.00018895985,0.0007320379,0.00039661032,0.00024939876,0.00003105853,0.000081841885,0.000117404205,0.000024260407],"category_scores_gemma":[0.0016649034,0.00017388136,0.000066752786,0.001065997,0.00014368043,0.00024426566,0.000056172645,0.00060155994,0.0000212383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109576584,0.0012212369,0.9258794,0.0011185431,0.00001631583,0.000010706623,0.0049184556,0.0000063382736,0.00000386673,0.0003784581,0.0013296889,0.065007396],"study_design_scores_gemma":[0.00037151383,0.0026127321,0.97813576,0.00030189686,0.00002299326,0.000017519473,0.016760197,0.0007310641,0.000006379172,0.00069994817,0.00022412566,0.00011586023],"about_ca_topic_score_codex":0.0013776714,"about_ca_topic_score_gemma":0.00016677674,"teacher_disagreement_score":0.06489154,"about_ca_system_score_codex":0.0002835267,"about_ca_system_score_gemma":0.0028691618,"threshold_uncertainty_score":0.7090676},"labels":[],"label_agreement":null},{"id":"W4388500544","doi":"10.2196/46980","title":"Assessing the Effect of Extreme Weather on Population Health Using Consumer-Grade Wearables in Rural Burkina Faso: Observational Panel Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Else Kröner-Fresenius-Stiftung; Universität Heidelberg; Deutsche Forschungsgemeinschaft","keywords":"Wet-bulb globe temperature; Observational study; Environmental health; Extreme weather; Wearable computer; Population; Climate change; Extreme heat; Medicine; Environmental science; Geography; Meteorology; Computer science; Ecology; Air temperature","score_opus":0.3306306314172466,"score_gpt":0.45757186374216297,"score_spread":0.1269412323249164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388500544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938889,0.00026156273,0.0000030536553,0.0040221093,0.00013800306,0.0015743489,0.0000140774055,0.00004681794,0.000051121493],"genre_scores_gemma":[0.9981261,0.00040888603,0.000048245744,0.0011983686,0.000071142116,0.000059715207,0.00004170939,0.000023765979,0.000022078679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710494,0.0006866501,0.00063377566,0.00032345986,0.00050260354,0.0007485843],"domain_scores_gemma":[0.9985684,0.0004954868,0.00038426518,0.00024538717,0.000007363073,0.0002990846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026024412,0.00020649032,0.00042106188,0.00014886692,0.0005628018,0.00004271126,0.00012266495,0.00007510523,0.000059667385],"category_scores_gemma":[0.000066165965,0.00014573858,0.000033829754,0.0007660126,0.000085877175,0.000243582,0.000069491165,0.0002799591,0.000021471216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007453664,0.000119375676,0.97909397,0.00041959865,0.0000024577737,0.0000024973904,0.002382833,0.00034077294,0.00006014745,0.00002217065,0.0003841955,0.017097455],"study_design_scores_gemma":[0.0010137426,0.00090055127,0.9904883,0.00023213342,0.0000102451895,0.0000043896475,0.0019374772,0.0050770747,0.0000047144817,0.00013723527,0.00008654841,0.000107602245],"about_ca_topic_score_codex":0.014743925,"about_ca_topic_score_gemma":0.0017623655,"teacher_disagreement_score":0.016989853,"about_ca_system_score_codex":0.00046001494,"about_ca_system_score_gemma":0.00009256553,"threshold_uncertainty_score":0.991817},"labels":[],"label_agreement":null},{"id":"W4388525354","doi":"10.2196/48896","title":"Use of e-Cigarettes in Cigarette Smoking Cessation: Secondary Analysis of a Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Randomized controlled trial; Smoking cessation; Medicine; Cigarette smoking; Environmental health; Internal medicine","score_opus":0.0718540897134974,"score_gpt":0.38066734246743933,"score_spread":0.30881325275394195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388525354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955473,0.0001780828,0.000017547425,0.0012315086,0.00020467232,0.0026190607,0.00002973646,0.000045997553,0.00012612776],"genre_scores_gemma":[0.9983301,0.0005790897,0.000015941703,0.0003710469,0.00007243795,0.00033178172,0.00020600604,0.0000134890015,0.00008006878],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971178,0.00041264461,0.0014292016,0.00026250922,0.00049202313,0.00028581865],"domain_scores_gemma":[0.99754924,0.0011401369,0.00076069176,0.00023826875,0.00015092643,0.00016071154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030030778,0.0001475315,0.0024252748,0.0014253,0.00006095986,0.000012474689,0.000045373952,0.00016138045,0.00010131432],"category_scores_gemma":[0.00049063115,0.000116235075,0.00034747456,0.0017933376,0.00011346257,0.000102850856,0.000017783255,0.0002722386,1.17445815e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7419694,0.00022582231,0.2471804,0.0006807758,0.0007796295,0.0000088513025,0.0024716402,0.000037955637,0.00002340805,0.00033477816,0.0002573843,0.0060299584],"study_design_scores_gemma":[0.50136447,0.00018282469,0.49428427,0.000098777,0.0025169877,8.5460783e-7,0.00016393817,0.0012574401,0.000025193385,0.00003447255,0.000014527502,0.000056268487],"about_ca_topic_score_codex":0.00047480277,"about_ca_topic_score_gemma":0.000050061604,"teacher_disagreement_score":0.24710387,"about_ca_system_score_codex":0.00006969485,"about_ca_system_score_gemma":0.00042209463,"threshold_uncertainty_score":0.47399285},"labels":[],"label_agreement":null},{"id":"W4388541973","doi":"10.2196/48625","title":"Developing a Comprehensive List of Criteria to Evaluate the Characteristics and Quality of eHealth Smartphone Apps: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universität Basel","keywords":"eHealth; mHealth; Quality (philosophy); Computer science; Systematic review; Internet privacy; MEDLINE; Medicine; Psychological intervention; Health care; Nursing","score_opus":0.4318505669992693,"score_gpt":0.598918530425644,"score_spread":0.1670679634263747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388541973","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044309953,0.9520095,0.00011087197,0.0039373017,0.00069813884,0.04122621,0.0013739654,0.00012670436,0.000074238604],"genre_scores_gemma":[0.00010288165,0.9606822,0.00049853476,0.009902077,0.00032291096,0.027750162,0.00040946537,0.00014983832,0.00018190556],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97825617,0.00785494,0.010106054,0.0011330415,0.0008888819,0.0017609207],"domain_scores_gemma":[0.9815237,0.007144658,0.0066708894,0.001771879,0.0011485455,0.0017403415],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012299951,0.0009127614,0.009535807,0.00054811506,0.0015522728,0.000016861044,0.00068162894,0.0006776887,0.00004016962],"category_scores_gemma":[0.0020921964,0.00061817066,0.00030978033,0.0019049817,0.0003004655,0.00007209238,0.0005099904,0.0018131573,0.00011573256],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050405335,0.000050515275,0.00004725866,0.9382806,0.00006523937,6.819291e-7,0.00083016086,8.455492e-9,1.5488291e-7,0.005366741,0.0027090467,0.052599214],"study_design_scores_gemma":[0.0005509094,0.0002423209,0.002153175,0.70117134,0.0013691572,0.000014313917,0.0005876428,0.0000057648836,3.3267668e-8,0.00015114911,0.29332972,0.00042449424],"about_ca_topic_score_codex":0.0016255185,"about_ca_topic_score_gemma":0.00041200654,"teacher_disagreement_score":0.29062068,"about_ca_system_score_codex":0.00064574816,"about_ca_system_score_gemma":0.0098793255,"threshold_uncertainty_score":0.9997476},"labels":[],"label_agreement":null},{"id":"W4388552535","doi":"10.2196/50729","title":"Implementation of Remote Activity Sensing to Support a Rehabilitation Aftercare Program: Observational Mixed Methods Study With Patients and Health Care Professionals","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Occupational Therapy Practice and Research","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neurorehabilitation; Rehabilitation; Observational study; Quality of life (healthcare); Physical activity; Psychology; Medicine; Physical medicine and rehabilitation; Nursing; Physical therapy; Gerontology","score_opus":0.2799255171315344,"score_gpt":0.6525986914666465,"score_spread":0.3726731743351121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388552535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97424,0.00005567348,0.00020031726,0.016056405,0.00020072129,0.009006251,0.00011379445,0.00010088083,0.000025924128],"genre_scores_gemma":[0.9541017,0.000064105436,0.04322386,0.0016554387,0.00009257672,0.0004455034,0.00031575997,0.000037890775,0.000063169566],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99413896,0.0029634344,0.0008540973,0.0005549313,0.0007558221,0.00073273154],"domain_scores_gemma":[0.9963764,0.0012988659,0.0006383821,0.00025791605,0.00090169837,0.00052673253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004716021,0.0002115047,0.00048384944,0.000409499,0.0012348669,0.000016895354,0.000077303645,0.00011649531,0.00002761914],"category_scores_gemma":[0.00019011546,0.00016680743,0.000029719591,0.0009835729,0.000050447088,0.0002900097,0.00013946602,0.0005061216,0.0000081821145],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009493254,0.00025110377,0.3749867,0.0029781621,0.000021594611,8.544697e-7,0.045855664,7.279019e-7,0.000010392836,0.00004836021,0.00202504,0.57287204],"study_design_scores_gemma":[0.0020369734,0.007669239,0.88224787,0.00019275298,0.000017888397,5.6958356e-7,0.10617277,0.000060208116,0.0000067362816,0.000063689564,0.0014085129,0.00012278366],"about_ca_topic_score_codex":0.0023462086,"about_ca_topic_score_gemma":0.0031868462,"teacher_disagreement_score":0.57274926,"about_ca_system_score_codex":0.00037234233,"about_ca_system_score_gemma":0.0026484614,"threshold_uncertainty_score":0.94977224},"labels":[],"label_agreement":null},{"id":"W4388656756","doi":"10.2196/48204","title":"Efficacy of mHealth Interventions for Improving the Pain and Disability of Individuals With Chronic Low Back Pain: Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação de Apoio à Pesquisa do Distrito Federal; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade de Brasília","keywords":"mHealth; Medicine; Meta-analysis; Randomized controlled trial; Physical therapy; Psychological intervention; Cochrane Library; Context (archaeology); Systematic review; MEDLINE; Nursing","score_opus":0.1438087462914388,"score_gpt":0.4541791555859477,"score_spread":0.3103704092945089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388656756","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016175093,0.97692204,0.00039360722,0.002116826,0.000016718688,0.020074645,0.00028831308,0.00002327359,0.0000028320178],"genre_scores_gemma":[0.0020258084,0.9943304,0.0004176915,0.0005075789,0.00004299292,0.0022603152,0.00026612805,0.000051818293,0.00009728425],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99172294,0.003860659,0.0029231745,0.00067968026,0.00037514517,0.0004384179],"domain_scores_gemma":[0.9897158,0.0062426263,0.0025571645,0.0008592173,0.00021929073,0.00040588787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020704176,0.00046933448,0.008382129,0.00027954334,0.00019283232,0.000018024126,0.00014176551,0.00021360259,0.000023388615],"category_scores_gemma":[0.0024093252,0.00022876264,0.0017329896,0.0010876341,0.00047444986,0.000049683167,0.00006694176,0.0004049488,8.515188e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015317308,0.00016202795,0.00007625006,0.96430314,0.009853539,9.652191e-8,0.0001556052,1.8391385e-7,1.5183403e-8,0.000070401904,0.000063709595,0.025299735],"study_design_scores_gemma":[0.0010048903,0.003810774,0.0027681112,0.33554325,0.6553873,0.000007998621,0.00025080942,0.00011868204,2.0417337e-8,0.00003815634,0.00076972373,0.0003003462],"about_ca_topic_score_codex":0.00019945766,"about_ca_topic_score_gemma":0.00024498295,"teacher_disagreement_score":0.64553374,"about_ca_system_score_codex":0.00017123937,"about_ca_system_score_gemma":0.00074997137,"threshold_uncertainty_score":0.93286693},"labels":[],"label_agreement":null},{"id":"W4388672456","doi":"10.2196/44703","title":"App-Based Hearing Screenings in Preschool Children With Different Types of Headphones: Diagnostic Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Electronics and Computer Technology Center; Khon Kaen University","keywords":"Headphones; Audiology; Audiometry; Medicine; Hearing loss; Gold standard (test); Test (biology); Engineering","score_opus":0.0535021718370413,"score_gpt":0.35442613404596746,"score_spread":0.30092396220892614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388672456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99748194,0.000057782956,0.000029664134,0.000780771,0.000052571177,0.0014583652,0.000010487269,0.0001060696,0.000022371736],"genre_scores_gemma":[0.9994216,0.00006866672,0.0000483014,0.0002260542,0.000034425284,0.00015026832,0.000004878535,0.000021002734,0.000024788305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981942,0.000237921,0.0003805043,0.00043627823,0.0003119186,0.000439172],"domain_scores_gemma":[0.9986048,0.00079846167,0.000117569354,0.00022163344,0.000022118722,0.00023545134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042944952,0.00014774743,0.00030797152,0.0002843931,0.00016376418,0.000022612749,0.00010027087,0.00005095269,0.0000046066534],"category_scores_gemma":[0.00038202616,0.00010824447,0.000021829912,0.00064798637,0.0000868117,0.00007670164,0.000040150786,0.00024284983,0.000006689918],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015454835,0.0005990053,0.99034745,0.0006546329,0.0000025641918,0.00000503514,0.0019015127,0.00045348937,0.00052393187,0.00007877961,0.00003883732,0.005240239],"study_design_scores_gemma":[0.0013460293,0.0014260147,0.9952394,0.00017026183,0.000008719157,0.000002165581,0.00025944444,0.0011426669,0.00024950327,0.000047729754,0.000006556232,0.000101542726],"about_ca_topic_score_codex":0.0011307525,"about_ca_topic_score_gemma":0.00017396266,"teacher_disagreement_score":0.005138696,"about_ca_system_score_codex":0.000048510676,"about_ca_system_score_gemma":0.00017763852,"threshold_uncertainty_score":0.44140813},"labels":[],"label_agreement":null},{"id":"W4388696334","doi":"10.2196/46237","title":"Collection and Analysis of Adherence Information for Software as a Medical Device Clinical Trials: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data collection; Clinical trial; Software; Computer science; Medicine; Medical physics; Psychology; Statistics","score_opus":0.45842936917172183,"score_gpt":0.6519172688646486,"score_spread":0.1934878996929268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388696334","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009834874,0.9465377,0.0010861991,0.0010522086,0.00068398245,0.04924593,0.0011019867,0.00021424757,0.00006794211],"genre_scores_gemma":[0.0000024507062,0.9153786,0.0004671197,0.006688556,0.00028641176,0.07496322,0.0019058874,0.00006326769,0.00024451938],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9724069,0.009842765,0.01480067,0.00085757277,0.00088756654,0.0012044793],"domain_scores_gemma":[0.952114,0.03172863,0.011800698,0.000973212,0.00084648485,0.0025370133],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049277987,0.0006383742,0.012816866,0.0013563015,0.0013394731,0.000020010739,0.0004172875,0.001740612,0.00012672516],"category_scores_gemma":[0.0412,0.0004751583,0.000953719,0.0037642012,0.00015760859,0.00019297823,0.0001672331,0.00192287,0.0001481888],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045806028,0.000042392257,0.000050481143,0.69448346,0.00034230552,3.0227818e-7,0.00013560164,2.1617884e-8,1.2688599e-10,0.0006941751,0.00798725,0.29621822],"study_design_scores_gemma":[0.0009668527,0.0004578645,0.00016684433,0.4785822,0.022760114,0.000010118391,0.00021237426,0.0002317394,8.0930607e-10,0.00012708032,0.49619192,0.0002928917],"about_ca_topic_score_codex":0.00066722004,"about_ca_topic_score_gemma":0.00065380114,"teacher_disagreement_score":0.48820466,"about_ca_system_score_codex":0.00040365054,"about_ca_system_score_gemma":0.01609508,"threshold_uncertainty_score":0.99996066},"labels":[],"label_agreement":null},{"id":"W4388880789","doi":"10.2196/47295","title":"Functionality and Quality of Asthma mHealth Apps and Their Consistency With International Guidelines: Structured Search and Evaluation","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Quality (philosophy); Consistency (knowledge bases); Computer science; Asthma; Medicine; World Wide Web; Psychological intervention; Artificial intelligence; Nursing","score_opus":0.46847138524731596,"score_gpt":0.5980786156583356,"score_spread":0.12960723041101968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388880789","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0159174,0.9638989,0.00013674173,0.0035742586,0.0006376742,0.013456312,0.0018192765,0.00016407004,0.00039535912],"genre_scores_gemma":[0.00388456,0.9856021,0.00086841837,0.0014706724,0.0007134921,0.0060042506,0.0011320176,0.00011399074,0.00021053586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9886102,0.0032711131,0.0042370353,0.0015738903,0.0009867474,0.0013209891],"domain_scores_gemma":[0.9907771,0.002665291,0.0023895071,0.00079506834,0.0014937336,0.0018793237],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009856235,0.00080103765,0.0029674363,0.0006713508,0.0018231416,0.00003632118,0.0002513761,0.0009136056,0.000084815365],"category_scores_gemma":[0.00065729505,0.0005825426,0.00011019315,0.0007665095,0.00063509995,0.00017569828,0.00031821235,0.0019402917,0.000011753628],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023959146,0.00006163178,0.0023680495,0.17079568,0.000086302134,5.255681e-7,0.0008401765,6.4646645e-7,2.1226381e-7,0.008995565,0.0010330841,0.8155785],"study_design_scores_gemma":[0.0044821966,0.00071268063,0.08800568,0.01545142,0.0005211241,0.000092834816,0.00402346,0.00056936924,7.0329435e-8,0.0021188508,0.88320637,0.00081595354],"about_ca_topic_score_codex":0.003077806,"about_ca_topic_score_gemma":0.002857922,"teacher_disagreement_score":0.8821733,"about_ca_system_score_codex":0.0005242274,"about_ca_system_score_gemma":0.010033138,"threshold_uncertainty_score":0.9996626},"labels":[],"label_agreement":null},{"id":"W4388880810","doi":"10.2196/46347","title":"Investigating Receptivity and Affect Using Machine Learning: Ecological Momentary Assessment and Wearable Sensing Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Aging","keywords":"mHealth; Affect (linguistics); Receptivity; Mood; Wearable computer; Applied psychology; Wearable technology; Intrusiveness; Psychology; Computer science; Social psychology; Medicine; Communication; Psychological intervention","score_opus":0.16899489390317746,"score_gpt":0.4973081764978758,"score_spread":0.32831328259469833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388880810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947648,0.00062098034,0.000018040273,0.002085856,0.00044583806,0.0012973677,0.000026244104,0.00020923303,0.00053166435],"genre_scores_gemma":[0.99797416,0.000120846744,0.00081771513,0.00059984217,0.000080583646,0.00005270516,0.000025132103,0.00003226221,0.00029673596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969213,0.0009182044,0.00054395397,0.00063749385,0.00021120714,0.0007678679],"domain_scores_gemma":[0.9984747,0.00039892588,0.00025071524,0.00017363687,0.000024343397,0.000677669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019201866,0.0002358855,0.00042135123,0.00022322821,0.0009514747,0.00008547425,0.000054074877,0.00010923842,0.00004195699],"category_scores_gemma":[0.000051840503,0.00022275555,0.000030930656,0.00039747162,0.00016444118,0.00016763924,0.00020861957,0.000628737,0.000016663895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009151865,0.00090690167,0.9013238,0.0013223873,0.000051641826,0.000058354774,0.0038230591,0.0000105125655,0.000068024776,0.00047488083,0.00040910856,0.091459826],"study_design_scores_gemma":[0.0014308845,0.0033982063,0.98262334,0.00017814177,0.0000405644,0.00009747428,0.0045605316,0.0065217633,0.0000025769684,0.0007408786,0.00020712809,0.00019851093],"about_ca_topic_score_codex":0.0019624312,"about_ca_topic_score_gemma":0.000409829,"teacher_disagreement_score":0.09126131,"about_ca_system_score_codex":0.00022294633,"about_ca_system_score_gemma":0.00011252214,"threshold_uncertainty_score":0.9083708},"labels":[],"label_agreement":null},{"id":"W4388908474","doi":"10.2196/46846","title":"Assessing the Usefulness of Mobile Apps for Noise Management in Occupational Health and Safety: Quantitative Measurement and Expert Elicitation Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Noise Effects and Management","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Decibel; Sound level meter; Noise (video); Mobile apps; Occupational safety and health; Applied psychology; Computer science; Noise level; Audiology; Medicine; Hearing loss; Psychology; Artificial intelligence; World Wide Web","score_opus":0.2888506140482957,"score_gpt":0.537195484483853,"score_spread":0.2483448704355573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388908474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98076534,0.0019212676,0.0012656914,0.0044093505,0.00029580714,0.011117542,0.000026525273,0.000055806762,0.00014267195],"genre_scores_gemma":[0.9897959,0.0027575253,0.00092272786,0.0020388258,0.000059103528,0.004306365,0.00003888312,0.000026637837,0.00005402211],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965556,0.0009783945,0.00091999694,0.00044557778,0.0004548622,0.0006455133],"domain_scores_gemma":[0.99801326,0.0009068519,0.00046653664,0.00021432384,0.00014714309,0.00025188117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068756584,0.0001917551,0.0004497344,0.00032866767,0.0012954159,0.000026850847,0.00008147836,0.00005957364,0.0000039742085],"category_scores_gemma":[0.00009958941,0.00014164556,0.000022439983,0.00038287265,0.00007282771,0.00017760403,0.00014459145,0.0002291677,0.0000021891374],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00283502,0.001481353,0.14469668,0.034204494,0.00022545717,0.000008055366,0.2555818,0.00014467834,0.00004482453,0.05016196,0.011878468,0.49873722],"study_design_scores_gemma":[0.0037436653,0.0011683445,0.8342838,0.00054611993,0.000028469036,3.392293e-7,0.1526857,0.0016896289,7.8704494e-7,0.0007344559,0.00497596,0.00014267635],"about_ca_topic_score_codex":0.001071389,"about_ca_topic_score_gemma":0.00088046124,"teacher_disagreement_score":0.6895872,"about_ca_system_score_codex":0.0002508648,"about_ca_system_score_gemma":0.00043731165,"threshold_uncertainty_score":0.99634224},"labels":[],"label_agreement":null},{"id":"W4388908553","doi":"10.2196/46937","title":"Association Between the Characteristics of mHealth Apps and User Input During Development and Testing: Secondary Analysis of App Assessment Data","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Descriptive statistics; Health care; Medicine; Excellence; Download; Computer science; World Wide Web; Nursing; Psychological intervention; Statistics","score_opus":0.14031564730442167,"score_gpt":0.46551321129891876,"score_spread":0.32519756399449706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388908553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899119,0.0007417031,0.00013261761,0.0047006398,0.00015556467,0.0028884031,0.0010589883,0.00012121468,0.00028896407],"genre_scores_gemma":[0.9872271,0.0067575863,0.0019940576,0.0010762465,0.00025664273,0.0011087679,0.0012585263,0.000041984287,0.00027911144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943799,0.00076309504,0.0023789883,0.0007511098,0.0005637582,0.0011631954],"domain_scores_gemma":[0.9925928,0.0029460322,0.0023220861,0.00088802923,0.00033094332,0.00092009804],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0054666963,0.0002916339,0.00115483,0.00063191704,0.001945506,0.000016624077,0.00032967533,0.00032634588,0.000025400052],"category_scores_gemma":[0.00044226853,0.00024010122,0.00003546391,0.0020361794,0.00013629309,0.00015716441,0.0005419833,0.0010717348,0.000006739449],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004551347,0.000056710127,0.9233863,0.009740351,0.00018021061,5.363635e-7,0.0018125029,0.0000010507126,0.000010394405,0.0005331982,0.0017284496,0.0625048],"study_design_scores_gemma":[0.0009250809,0.000094751515,0.97438264,0.0001978232,0.0005312721,9.682416e-7,0.00092134264,0.00079566555,0.0000024542444,0.00006511492,0.021933027,0.00014988867],"about_ca_topic_score_codex":0.0007955847,"about_ca_topic_score_gemma":0.00048244145,"teacher_disagreement_score":0.062354907,"about_ca_system_score_codex":0.00034585304,"about_ca_system_score_gemma":0.0034394467,"threshold_uncertainty_score":0.9993538},"labels":[],"label_agreement":null},{"id":"W4388916479","doi":"10.2196/52122","title":"Trial Participants’ Perceptions of the Impact of Ecological Momentary Assessment on Smoking Behaviors: Qualitative Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"NYU Grossman School of Medicine","keywords":"Ecology; Psychology; Perception; Qualitative research; Biology","score_opus":0.36431478421725944,"score_gpt":0.6478928737502385,"score_spread":0.2835780895329791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388916479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959742,0.00003629607,0.000007731422,0.0014329525,0.00025756416,0.0014464228,0.0002873832,0.000028210186,0.00052926],"genre_scores_gemma":[0.99894357,0.000115197574,0.00003912851,0.00019541143,0.00008001937,0.00036639016,0.00006123147,0.000011614588,0.00018746885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99543256,0.0020537307,0.0008511319,0.00035159843,0.00050870935,0.00080230105],"domain_scores_gemma":[0.9978255,0.0007831995,0.00042380308,0.00044991093,0.00006442679,0.00045315467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002841846,0.0001549884,0.0005521061,0.00040429708,0.0002886613,0.000007816605,0.00019774464,0.00013384422,0.0011530602],"category_scores_gemma":[0.00006607511,0.00009937905,0.0002549025,0.0014166118,0.00022576982,0.000038575723,0.00008994955,0.00047923904,0.0000129791715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008761161,0.0042677014,0.9071971,0.0007205642,0.0006723018,0.0000090087515,0.05994821,0.00014614566,0.000059418147,0.004153469,0.005437044,0.008627864],"study_design_scores_gemma":[0.004971675,0.0040210425,0.9768048,0.000025081368,0.00015980199,5.971334e-7,0.013488552,0.00017948773,0.000002187916,0.00026391805,0.000014321224,0.00006856718],"about_ca_topic_score_codex":0.0036504262,"about_ca_topic_score_gemma":0.0002096584,"teacher_disagreement_score":0.06960765,"about_ca_system_score_codex":0.0004336652,"about_ca_system_score_gemma":0.00049810484,"threshold_uncertainty_score":0.99976003},"labels":[],"label_agreement":null},{"id":"W4389037585","doi":"10.2196/48345","title":"Evidence of How Physicians and Their Patients Adopt mHealth Apps in Germany: Exploratory Qualitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Medical prescription; Digital health; Preprint; Qualitative research; Competence (human resources); Exploratory research; Health care; Medicine; Telemedicine; Medical education; Nursing; Family medicine; Internet privacy; Psychology; Psychological intervention; Social psychology; Computer science; World Wide Web","score_opus":0.1901063909313547,"score_gpt":0.5067349282584239,"score_spread":0.3166285373270692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389037585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778759,0.0032226876,0.000044998804,0.007913059,0.00041869195,0.009957765,0.000176394,0.00023034473,0.00016015478],"genre_scores_gemma":[0.972383,0.014830161,0.0000904402,0.0031906893,0.00023151416,0.008967352,0.00006689608,0.00007418634,0.00016576394],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9913192,0.0032904798,0.0018940644,0.0010452148,0.0005318831,0.0019191675],"domain_scores_gemma":[0.9935557,0.0027201404,0.0013076125,0.0007613158,0.00040603528,0.0012491497],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0054537086,0.00047541902,0.0012245905,0.00075270404,0.0013538687,0.000014879586,0.00029241038,0.00031530744,0.000017561799],"category_scores_gemma":[0.00037718826,0.00042064986,0.00005984637,0.0018590357,0.00025230795,0.00041463412,0.0002400293,0.001360521,0.00005711352],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010723368,0.0017594664,0.27747086,0.026256545,0.000029122722,0.000005245178,0.54729074,0.0000034890284,0.000028018525,0.0030367107,0.011581608,0.13146585],"study_design_scores_gemma":[0.0035851395,0.0016730393,0.7157698,0.001625899,0.000029098583,6.694335e-7,0.27091902,0.00023480968,0.000002017729,0.0009143675,0.0049059764,0.00034015914],"about_ca_topic_score_codex":0.00093148014,"about_ca_topic_score_gemma":0.002128635,"teacher_disagreement_score":0.43829897,"about_ca_system_score_codex":0.0003844438,"about_ca_system_score_gemma":0.0020687217,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W4389071188","doi":"10.2196/45854","title":"A Behaviorally Informed Mobile App to Improve the Nutritional Quality of Grocery Shopping (SwapSHOP): Feasibility Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Consumer Attitudes and Food Labeling","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; Agencia Estatal de Investigación; National Institute for Health and Care Research; Engineering and Physical Sciences Research Council; NIHR Oxford Biomedical Research Centre; University of Oxford; Ministerio de Ciencia e Innovación; British Heart Foundation","keywords":"Randomized controlled trial; Grocery shopping; Mobile apps; Quality (philosophy); Advertising; Medicine; Internet privacy; Psychology; Business; Computer science; World Wide Web; Surgery","score_opus":0.09711034704043787,"score_gpt":0.4489324667159588,"score_spread":0.35182211967552096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389071188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97664,0.0017578121,0.000044519522,0.004462575,0.00037199803,0.01637231,0.00006666999,0.00011421331,0.00016990326],"genre_scores_gemma":[0.99383456,0.00061978557,0.00024644233,0.0015263222,0.00025986173,0.0032928656,0.00007090292,0.00001805103,0.00013119545],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964546,0.00037783646,0.0016805893,0.00038573268,0.0005495142,0.00055172003],"domain_scores_gemma":[0.9966618,0.0016693436,0.00046979167,0.0003906456,0.00026800367,0.00054042856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005378696,0.00022384121,0.0018903652,0.00020338851,0.0002750587,0.000027467882,0.000111622365,0.0001318423,0.00004883922],"category_scores_gemma":[0.0009676997,0.00014124763,0.0003779433,0.00046308746,0.00017695242,0.000069392874,0.000081300335,0.0003543513,0.000008745591],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98564583,0.0004944558,0.0025125174,0.0025246802,0.00013915356,0.0000021050726,0.0011442505,0.000002507094,0.00021528485,0.00059952174,0.00032702327,0.0063926456],"study_design_scores_gemma":[0.97135526,0.0013295962,0.025150632,0.0001726927,0.0004938197,0.000006097485,0.0005465681,0.00032289402,0.000010149813,0.00021124771,0.00024425486,0.00015681167],"about_ca_topic_score_codex":0.0003600085,"about_ca_topic_score_gemma":0.00017309321,"teacher_disagreement_score":0.022638114,"about_ca_system_score_codex":0.00012997352,"about_ca_system_score_gemma":0.0013301318,"threshold_uncertainty_score":0.5759911},"labels":[],"label_agreement":null},{"id":"W4389083691","doi":"10.2196/41551","title":"Predictive Dispatch of Volunteer First Responders: Algorithm Development and Validation","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse","keywords":"Computer science; Volunteer; Process (computing); Algorithm; Statistics; Mathematics","score_opus":0.04999026530664933,"score_gpt":0.36830491214783406,"score_spread":0.3183146468411847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389083691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908157,0.0023882515,0.0003647313,0.0051144403,0.00020020382,0.0005595315,0.000045196415,0.000080901955,0.0004310332],"genre_scores_gemma":[0.9846748,0.011806012,0.0019062519,0.0004938902,0.00016445205,0.00009619769,0.00012540212,0.000019367772,0.0007135892],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99888426,0.00003375601,0.00033683225,0.00024118724,0.00021522536,0.00028872685],"domain_scores_gemma":[0.9993833,0.00007684535,0.00010237263,0.00010707161,0.000109380795,0.000221085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037791877,0.000116433584,0.00027581115,0.00014905298,0.00023677276,0.0000038079284,0.000025346504,0.00006579187,0.000011313217],"category_scores_gemma":[0.0000585963,0.00009609618,0.00002129291,0.0003163218,0.00007609884,0.000058057558,0.000046887417,0.00012264078,0.000005456662],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001967605,0.00051522243,0.3586596,0.019182524,0.00037276113,0.000063497515,0.09870053,0.0000065989425,0.00008101527,0.0008088058,0.13988617,0.37975568],"study_design_scores_gemma":[0.0014379636,0.00082439685,0.9543133,0.00037978316,0.000088488756,0.000014523193,0.005290871,0.00088252424,0.00024969174,0.00014636962,0.036224872,0.00014723526],"about_ca_topic_score_codex":0.0000829888,"about_ca_topic_score_gemma":0.00004042005,"teacher_disagreement_score":0.59565365,"about_ca_system_score_codex":0.000052245647,"about_ca_system_score_gemma":0.00022745476,"threshold_uncertainty_score":0.39186883},"labels":[],"label_agreement":null},{"id":"W4389110498","doi":"10.2196/47321","title":"Use and Engagement With Low-Intensity Cognitive Behavioral Therapy Techniques Used Within an App to Support Worry Management: Content Analysis of Log Data","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Preprint; Worry; Psychology; Cognition; mHealth; Computer science; World Wide Web; Psychological intervention; Anxiety; Psychiatry","score_opus":0.39158626799975815,"score_gpt":0.5054154675852924,"score_spread":0.11382919958553428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389110498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946461,0.00006605626,0.00026509675,0.00067072856,0.0001863269,0.0024247074,0.0013446944,0.00023637046,0.00015991903],"genre_scores_gemma":[0.9949068,0.00010002207,0.0006790177,0.0019287738,0.000025662688,0.00037448367,0.001435527,0.000038726586,0.0005110304],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99702245,0.00028479908,0.000816019,0.0008914037,0.0003338943,0.00065143313],"domain_scores_gemma":[0.99782604,0.00011120648,0.00037545216,0.000826374,0.00015688351,0.0007040416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014167575,0.00027093326,0.00063835614,0.00086728093,0.00022735482,0.00007191515,0.0002662338,0.00009582158,0.00006276844],"category_scores_gemma":[0.000012621136,0.00023403557,0.000054442553,0.0012349739,0.0001856703,0.00040476257,0.0002729401,0.00027111618,0.00001877915],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013597672,0.010386075,0.4259868,0.0027349785,0.0027488475,0.00038804533,0.03360192,0.000006019058,0.000039778377,0.0054220334,0.007532593,0.49755526],"study_design_scores_gemma":[0.001561038,0.0068813823,0.98200405,0.00028683012,0.0006417239,0.000013568956,0.007781499,0.000101081714,0.00006211704,0.00006242177,0.00031413036,0.00029013187],"about_ca_topic_score_codex":0.002192554,"about_ca_topic_score_gemma":0.0020651368,"teacher_disagreement_score":0.5560173,"about_ca_system_score_codex":0.000080799524,"about_ca_system_score_gemma":0.000078874284,"threshold_uncertainty_score":0.95436937},"labels":[],"label_agreement":null},{"id":"W4389122776","doi":"10.2196/46910","title":"Mobile Prenatal Education and Its Impact on Reducing Adverse Pregnancy Outcomes: Retrospective Real-World Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Impact on Reproduction","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chinese Academy of Medical Sciences","keywords":"Retrospective cohort study; Pregnancy; Medicine; Obstetrics; Adverse effect; Prenatal care; Environmental health; Internal medicine; Population","score_opus":0.05312476865751167,"score_gpt":0.46515478896109735,"score_spread":0.4120300203035857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389122776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99192387,0.0006769201,6.145054e-7,0.0016879062,0.0004895466,0.004268347,0.000034585813,0.0002976822,0.00062053755],"genre_scores_gemma":[0.99459136,0.0012260582,0.000024933972,0.0004555755,0.00028315137,0.00032051827,0.0000499649,0.00004598024,0.003002453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759454,0.0001426772,0.0004722261,0.0008053434,0.00040951924,0.0005757035],"domain_scores_gemma":[0.99822277,0.00010945914,0.00026046508,0.00054501265,0.00013293074,0.0007293432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006780418,0.0002847965,0.0005388866,0.00066419406,0.0003017294,0.000020889382,0.000054054675,0.00008096882,0.000029368222],"category_scores_gemma":[0.00027802575,0.0002235214,0.00006356729,0.00094971625,0.0000362787,0.00020341431,0.00005156277,0.00042910883,0.000031168645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066824537,0.0017436025,0.9370943,0.0032736294,0.00006661064,0.000021565163,0.014217484,0.00002298232,0.00004681712,0.00013547284,0.0016455069,0.041063793],"study_design_scores_gemma":[0.0017732753,0.0048077647,0.9898781,0.00073370605,0.00009320277,0.000021433909,0.0021951483,0.0001606915,0.00002481173,0.000068231355,0.00008534149,0.00015824742],"about_ca_topic_score_codex":0.001815385,"about_ca_topic_score_gemma":0.00011536993,"teacher_disagreement_score":0.052783854,"about_ca_system_score_codex":0.0009836876,"about_ca_system_score_gemma":0.0014198322,"threshold_uncertainty_score":0.91149384},"labels":[],"label_agreement":null},{"id":"W4389135905","doi":"10.2196/49135","title":"Using Mobile Ecological Momentary Assessment to Understand Consumption and Context Around Online Food Delivery Use: Pilot Feasibility and Acceptability Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); mHealth; Demographics; Consumption (sociology); Event (particle physics); Psychology; Food delivery; Applied psychology; Environmental health; Medicine; Demography; Psychological intervention; Geography; Advertising; Business","score_opus":0.3695546909059267,"score_gpt":0.4826307119486922,"score_spread":0.11307602104276554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389135905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99280095,0.001384987,0.00001839705,0.001724581,0.00009649201,0.0036022689,0.00029779016,0.00006882054,0.000005686627],"genre_scores_gemma":[0.99344826,0.003830028,0.0005958968,0.0018491577,0.00009578544,0.00008785758,0.00007439723,0.000012322159,0.000006271346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811846,0.00017359939,0.000436914,0.000577667,0.00026801066,0.0004253735],"domain_scores_gemma":[0.99866754,0.0003445508,0.00008904838,0.00017657055,0.000087291926,0.0006349922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006859812,0.00019448649,0.0004978786,0.00010110874,0.0005193832,0.000043777927,0.000029404757,0.000064264634,0.00003380483],"category_scores_gemma":[0.00004139204,0.00016294802,0.000026367048,0.00019297378,0.00016648512,0.0001148056,0.00016131741,0.00023421284,0.0000014561383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010425553,0.00233097,0.99184644,0.001059543,0.00004348298,0.000009109512,0.00051505474,0.0000030282197,0.00001822875,0.00006609029,0.00034197813,0.0027234976],"study_design_scores_gemma":[0.0041902177,0.010905674,0.96882063,0.00004252368,0.00009183754,0.000017628203,0.014937618,0.00028422935,3.54061e-7,0.0002627827,0.00032047438,0.00012605404],"about_ca_topic_score_codex":0.0006243348,"about_ca_topic_score_gemma":0.0016479135,"teacher_disagreement_score":0.023025855,"about_ca_system_score_codex":0.00053487736,"about_ca_system_score_gemma":0.0001783752,"threshold_uncertainty_score":0.6644828},"labels":[],"label_agreement":null},{"id":"W4389168942","doi":"10.2196/47177","title":"SOMAScience: A Novel Platform for Multidimensional, Longitudinal Pain Assessment","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; National Institute of General Medical Sciences; National Institute of Mental Health; Brown University","keywords":"Modalities; Mood; Chronic pain; Population; Data collection; Experience sampling method; Computer science; mHealth; Data science; Psychology; Medicine; Applied psychology; Physical therapy; Clinical psychology; Psychiatry; Psychological intervention","score_opus":0.2817652959700893,"score_gpt":0.5448374480282484,"score_spread":0.2630721520581591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389168942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97004247,0.0008683818,0.006641375,0.014357735,0.0015954196,0.0039385976,0.00024419703,0.00033263362,0.0019791822],"genre_scores_gemma":[0.968128,0.00049469684,0.015960071,0.0062448634,0.0007342563,0.0023929027,0.00025782976,0.00007314379,0.005714237],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964699,0.0001667017,0.0005649213,0.0006939321,0.0005495193,0.0015550033],"domain_scores_gemma":[0.9973502,0.00096668187,0.00017780843,0.0003714992,0.00009705443,0.001036738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005157685,0.00020896802,0.0003333349,0.00031771977,0.00087455136,0.000026008292,0.000170542,0.00016217395,0.00020539259],"category_scores_gemma":[0.00011588152,0.000184971,0.000060748167,0.0005928541,0.00015282513,0.000117626616,0.00009687592,0.00041452554,0.0001168109],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012025347,0.0017719585,0.13209341,0.008157435,0.0000626677,0.00006310496,0.005356597,0.000012542897,0.00017287047,0.26770398,0.18623349,0.39716938],"study_design_scores_gemma":[0.0035480657,0.0020116607,0.8975258,0.000089856025,0.000013105224,0.000035313566,0.0018917716,0.0107623935,0.0000044285475,0.0011046054,0.08273506,0.00027792473],"about_ca_topic_score_codex":0.00044209877,"about_ca_topic_score_gemma":0.000121381956,"teacher_disagreement_score":0.7654324,"about_ca_system_score_codex":0.00029485984,"about_ca_system_score_gemma":0.0008549911,"threshold_uncertainty_score":0.75428987},"labels":[],"label_agreement":null},{"id":"W4389193924","doi":"10.2196/47632","title":"The Goldilocks Dilemma on Balancing User Response and Reflection in mHealth Interventions: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"mHealth; Disengagement theory; Psychological intervention; Randomized controlled trial; Intervention (counseling); Observational study; Psychology; Medicine; Gerontology; Psychiatry","score_opus":0.2934377656939954,"score_gpt":0.5489177276282479,"score_spread":0.2554799619342525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389193924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550252,0.0010440499,0.000031951426,0.033964247,0.0008881608,0.008378575,0.000057875834,0.00033356517,0.00027636182],"genre_scores_gemma":[0.9692939,0.0066465917,0.00013332721,0.0062860027,0.00045694478,0.015098101,0.00008060888,0.00006754327,0.0019369614],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99123275,0.0032696656,0.0021805444,0.00092282187,0.00056581787,0.0018284064],"domain_scores_gemma":[0.9925512,0.004673065,0.0007430823,0.00071884965,0.00022381521,0.0010899848],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011787217,0.00035882986,0.00058863487,0.0006759336,0.0049262512,0.000047725665,0.00024642935,0.00030341765,0.000036947305],"category_scores_gemma":[0.0010781749,0.0002856261,0.00006948367,0.0017182359,0.00012981133,0.00019952792,0.00017776579,0.0017600983,0.00014962054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060933386,0.00080678874,0.84431696,0.0058226776,0.000024113331,0.000014203976,0.006722602,0.00004330796,0.000019199448,0.02182797,0.044125732,0.07018311],"study_design_scores_gemma":[0.0023924413,0.0011335232,0.89090514,0.0004750947,0.000018916438,0.0000042339184,0.0048037497,0.0006048873,2.5080735e-7,0.0009418328,0.09854561,0.00017430549],"about_ca_topic_score_codex":0.0015142101,"about_ca_topic_score_gemma":0.005771115,"teacher_disagreement_score":0.07000881,"about_ca_system_score_codex":0.0008712468,"about_ca_system_score_gemma":0.0020607265,"threshold_uncertainty_score":0.9999596},"labels":[],"label_agreement":null},{"id":"W4389212213","doi":"10.2196/45860","title":"Lessons and Untapped Potential of Smartphone-Based Physical Activity Interventions for Mental Health: Narrative Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Mental health; Context (archaeology); Anxiety; mHealth; Psychology; Inclusion (mineral); Applied psychology; Intervention (counseling); Medicine; Clinical psychology; Psychiatry; Social psychology","score_opus":0.16402778192589776,"score_gpt":0.5329484793651146,"score_spread":0.36892069743921685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389212213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8906464,0.007289558,0.00046314084,0.09423227,0.0011605412,0.003909849,0.0019063357,0.00016689526,0.0002250187],"genre_scores_gemma":[0.9951024,0.0012196715,0.00014618279,0.0015378649,0.00009671464,0.0008902881,0.00032101947,0.000036082904,0.0006497843],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99743426,0.00032402217,0.0007304651,0.0005478389,0.00021884816,0.0007445935],"domain_scores_gemma":[0.9982412,0.00019854611,0.000597056,0.00029519497,0.000075198244,0.0005928365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007514634,0.00024348704,0.0007401147,0.00024167814,0.00051113265,0.000019206012,0.00012261365,0.00008381674,0.000044314784],"category_scores_gemma":[0.000039691513,0.00023784621,0.00028320262,0.00048012906,0.00021774473,0.00013950813,0.00007478644,0.00025445485,0.000028203942],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00219873,0.008670872,0.0005708717,0.1482663,0.00020745277,0.0000065594872,0.010012447,0.0000021804099,0.000090914684,0.022212869,0.18590926,0.62185156],"study_design_scores_gemma":[0.028473455,0.043361887,0.8075213,0.054367617,0.0007019433,0.00018804062,0.0152372,0.0035468591,0.00036660448,0.011675465,0.03224657,0.0023130812],"about_ca_topic_score_codex":0.0003442323,"about_ca_topic_score_gemma":0.00018386345,"teacher_disagreement_score":0.8069504,"about_ca_system_score_codex":0.00015216808,"about_ca_system_score_gemma":0.0003231701,"threshold_uncertainty_score":0.9699087},"labels":[],"label_agreement":null},{"id":"W4389244525","doi":"10.2196/46430","title":"Older Adults’ Perceptions About Using Intelligent Toilet Seats Beyond Traditional Care: Web-Based Interview Survey","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pressure Ulcer Prevention and Management","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Toilet; Qualitative research; Applied psychology; Psychology; Toileting; Thematic analysis; Data collection; Qualitative property; Perception; Health care; Medical education; Nursing; Gerontology; Medicine; Computer science; Activities of daily living; Sociology","score_opus":0.20771377287542905,"score_gpt":0.4682103685465701,"score_spread":0.26049659567114103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389244525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96940726,0.003118878,0.0038302431,0.00731502,0.0033968259,0.006098497,0.0015906414,0.00091180997,0.0043308362],"genre_scores_gemma":[0.9831595,0.0016607959,0.0004085979,0.010765401,0.00040915294,0.0006837799,0.0016703774,0.00006077852,0.0011816107],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9946693,0.002158786,0.0010081747,0.0006402506,0.00046109292,0.0010623556],"domain_scores_gemma":[0.9977329,0.0004495581,0.00033997858,0.00044535942,0.0002608949,0.00077132107],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025691027,0.00030889694,0.00048806993,0.00044405882,0.0015550809,0.000029288805,0.00023051561,0.00023691464,0.0017001923],"category_scores_gemma":[0.00006679511,0.00029490172,0.0001267301,0.0006563424,0.000102279126,0.00014545032,0.00016436049,0.00076521956,0.00047305995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009083017,0.0013834526,0.17218462,0.064323895,0.00018175019,0.00004458111,0.059453666,0.00021319244,0.000024158588,0.009712494,0.50363964,0.18793024],"study_design_scores_gemma":[0.0024538997,0.0001675994,0.94933856,0.0013321892,0.000075482196,0.0000021521346,0.007340306,0.005130152,9.287833e-7,0.00021654897,0.033605535,0.00033666872],"about_ca_topic_score_codex":0.0010277649,"about_ca_topic_score_gemma":0.0024658667,"teacher_disagreement_score":0.7771539,"about_ca_system_score_codex":0.00042820693,"about_ca_system_score_gemma":0.0012065864,"threshold_uncertainty_score":0.9999503},"labels":[],"label_agreement":null},{"id":"W4389250545","doi":"10.2196/51637","title":"Use of Electronic Patient Messaging by Pregnant Patients Receiving Prenatal Care at an Academic Health System: Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Medicine; Prenatal care; Family medicine; Cohort; Health care; Electronic health record; Medical emergency; Environmental health; Internal medicine","score_opus":0.047578081073116396,"score_gpt":0.4194638192236072,"score_spread":0.3718857381504908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389250545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970572,0.0029781568,0.000019574683,0.00088463066,0.00061740185,0.023023626,0.00093038136,0.0006947849,0.00027943237],"genre_scores_gemma":[0.9764236,0.006710941,0.00006087282,0.0014255076,0.0001576304,0.013366581,0.0014466144,0.0001420998,0.00026615532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98798215,0.0026160341,0.0031386036,0.001621928,0.0012193256,0.0034219732],"domain_scores_gemma":[0.9926013,0.0006111301,0.0024785425,0.0011988472,0.00066264154,0.002447573],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003017654,0.00059563096,0.0015035892,0.0005566266,0.003876599,0.000018712342,0.0003703556,0.0004862475,0.000030280116],"category_scores_gemma":[0.00022011164,0.00055982487,0.00008818327,0.0013932842,0.00012690098,0.00045572527,0.00038339788,0.0022470744,0.000070736285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032346701,0.00037328387,0.9380743,0.011169639,0.00002836635,0.0000013243251,0.017661104,0.000008680661,0.0000037953457,0.00083130976,0.012591201,0.018933564],"study_design_scores_gemma":[0.0023448232,0.003199961,0.96421295,0.001407857,0.00007208209,0.0000030147992,0.015476208,0.00035627742,0.000004574439,0.00003159822,0.0125039155,0.00038671642],"about_ca_topic_score_codex":0.005478527,"about_ca_topic_score_gemma":0.0023859865,"teacher_disagreement_score":0.026138708,"about_ca_system_score_codex":0.005805238,"about_ca_system_score_gemma":0.0038427585,"threshold_uncertainty_score":0.99968535},"labels":[],"label_agreement":null},{"id":"W4389250832","doi":"10.2196/50196","title":"A Smartphone Food Record App Developed for the Dutch National Food Consumption Survey: Relative Validity Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health; Wilcoxon signed-rank test; Serving size; Food group; Food consumption; Demography; Gerontology; Mann–Whitney U test","score_opus":0.3374243884561639,"score_gpt":0.4464922896927398,"score_spread":0.10906790123657589,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389250832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843503,0.0008648902,0.00022397989,0.009978668,0.00039152388,0.0033739284,0.00055617985,0.00011305001,0.0001474488],"genre_scores_gemma":[0.9941482,0.0021400647,0.0003298968,0.0014627414,0.0003398334,0.00094565784,0.00034256524,0.00002146691,0.00026960802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981591,0.00020297329,0.00043508128,0.00035499103,0.00042647423,0.00042138484],"domain_scores_gemma":[0.99733293,0.0017266975,0.00016312061,0.00013404303,0.00040070253,0.0002424943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023274145,0.00016202824,0.00035649785,0.00010259861,0.00086951716,0.000017639313,0.000056930363,0.00007795367,0.00001744875],"category_scores_gemma":[0.00047361292,0.000115155046,0.0000573053,0.00043994377,0.00007234187,0.000058375663,0.000053983822,0.0002334198,0.000030776642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003807059,0.0012646236,0.85512346,0.0021279042,0.00035182206,0.0000035310106,0.0019102317,0.0000013269785,0.0000021865078,0.0030295057,0.1221601,0.010218256],"study_design_scores_gemma":[0.00418826,0.003795268,0.97575796,0.000043993066,0.00006776623,0.000007038193,0.00074462494,0.000092137074,0.0000011670484,0.0020355252,0.013158139,0.00010813275],"about_ca_topic_score_codex":0.00019460944,"about_ca_topic_score_gemma":0.0021773095,"teacher_disagreement_score":0.120634496,"about_ca_system_score_codex":0.00017026873,"about_ca_system_score_gemma":0.0005028518,"threshold_uncertainty_score":0.6687711},"labels":[],"label_agreement":null},{"id":"W4389331558","doi":"10.2196/54856","title":"Correction: Three Contactless Sleep Technologies Compared With Actigraphy and Polysomnography in a Heterogeneous Group of Older Men and Women in a Model of Mild Sleep Disturbance: Sleep Laboratory Study","year":2023,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Actigraphy; Polysomnography; Sleep (system call); Sleep disorder; Physical therapy; Medicine; Physical medicine and rehabilitation; Audiology; Insomnia; Psychology; Computer science; Psychiatry; Electroencephalography","score_opus":0.022585551634625813,"score_gpt":0.3116910348124222,"score_spread":0.2891054831777964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389331558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638579,0.029641187,0.000024802132,0.00021929393,0.0023017179,0.00283727,0.00021762,0.00018090116,0.00071931107],"genre_scores_gemma":[0.99232215,0.0061711953,0.000025340873,0.00009225173,0.00004647752,0.0009929832,0.00006448925,0.00009427315,0.00019085665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99589545,0.00030870136,0.0011599282,0.0011338636,0.00040201412,0.0011000626],"domain_scores_gemma":[0.9978324,0.00020135604,0.0008928035,0.00065240246,0.00010628337,0.00031471706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066443434,0.0006525845,0.0018089545,0.0019389308,0.00016600781,0.000024963065,0.00024841214,0.0010407828,0.000006888526],"category_scores_gemma":[0.000018388222,0.00056161586,0.00007159098,0.0019882512,0.0006249771,0.00010220727,0.00012235488,0.0017757075,5.967345e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0078660445,0.006384757,0.8532032,0.0061905477,0.002049374,0.00015203322,0.08469739,0.00033599092,0.000007355224,0.0001482602,0.021085229,0.017879872],"study_design_scores_gemma":[0.020216849,0.0062918463,0.86753446,0.0013183538,0.00050008256,0.00003692324,0.09381571,0.0081238095,0.0000025072782,0.0005349027,0.00038422123,0.0012403352],"about_ca_topic_score_codex":0.0028705443,"about_ca_topic_score_gemma":0.009699762,"teacher_disagreement_score":0.028464235,"about_ca_system_score_codex":0.00013413576,"about_ca_system_score_gemma":0.00020678391,"threshold_uncertainty_score":0.99968356},"labels":[],"label_agreement":null},{"id":"W4389359560","doi":"10.2196/44422","title":"An Introduction to Smart Home Ward–Based Hospital-at-Home Care in China","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Medicine; Medical emergency; Nursing; Digital health","score_opus":0.024791915178642963,"score_gpt":0.383733369227573,"score_spread":0.35894145404893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389359560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143662,0.0002642028,0.000029180668,0.082486056,0.0006855811,0.0017964705,0.000046722544,0.00027112328,0.000054490512],"genre_scores_gemma":[0.9904747,0.00028027824,0.0003682378,0.0059826174,0.001339657,0.00028025726,0.001120451,0.000046657966,0.00010716616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726415,0.0001260351,0.0006597154,0.0006388659,0.00040948857,0.0009017337],"domain_scores_gemma":[0.9981125,0.00004089433,0.00014924124,0.0004361431,0.000094867115,0.001166353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070994324,0.00022945792,0.00048287408,0.0007901103,0.00029264137,0.000014769349,0.000076018725,0.00011766912,0.00008375483],"category_scores_gemma":[0.000049959883,0.00021252678,0.00003621368,0.0011888098,0.00004358078,0.00012779173,0.000032807897,0.00032727304,0.00008024072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013655403,0.00031340765,0.83023965,0.0052090217,0.000008692669,0.000059047885,0.012114475,0.000022729995,0.00013628742,0.00019975455,0.041995876,0.10833554],"study_design_scores_gemma":[0.0036098422,0.0054194992,0.9605269,0.000067505156,0.000027651891,0.000014775726,0.0021491745,0.0002531312,0.000043534594,0.000047547248,0.02765841,0.00018206681],"about_ca_topic_score_codex":0.001007883,"about_ca_topic_score_gemma":0.0010081399,"teacher_disagreement_score":0.13028723,"about_ca_system_score_codex":0.0005810332,"about_ca_system_score_gemma":0.000581182,"threshold_uncertainty_score":0.86665905},"labels":[],"label_agreement":null},{"id":"W4389378160","doi":"10.2196/48700","title":"Investigating Citizens’ Acceptance of Contact Tracing Apps: Quantitative Study of the Role of Trust and Privacy","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Technology acceptance model; Psychology; Internet privacy; Perception; Government (linguistics); Social psychology; Usability; Computer science","score_opus":0.08055919965584833,"score_gpt":0.3793345252910489,"score_spread":0.29877532563520054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389378160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736357,0.0006016568,0.00038551833,0.00054900575,0.00006959308,0.0007877692,0.000013095222,0.00005296118,0.00017682795],"genre_scores_gemma":[0.99883306,0.000059568003,0.00084056717,0.00021488461,0.000012949256,0.00002139563,7.5606175e-7,0.0000105487,0.000006244178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980438,0.00019658504,0.0007040969,0.00036203247,0.00035707955,0.00033643228],"domain_scores_gemma":[0.9979072,0.0007092575,0.00066129793,0.0004294973,0.00011210559,0.00018062722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007903046,0.00014921864,0.00044446962,0.00017109301,0.0001830029,0.000034184184,0.0004231824,0.000045458477,6.5914617e-7],"category_scores_gemma":[0.00030314448,0.00011917599,0.000040180188,0.0009543716,0.00009610584,0.00037120652,0.00029447617,0.00020115502,4.0745306e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012242369,0.00052972784,0.5790872,0.008038609,0.000076848824,0.0000045418847,0.24225497,0.00013876517,0.0076959603,0.07087303,0.000058541205,0.09111941],"study_design_scores_gemma":[0.0011187994,0.0011733995,0.9667699,0.00057993754,0.00002031904,0.0000033675576,0.012252729,0.012991934,0.0011340817,0.0037895027,0.000024673467,0.00014139764],"about_ca_topic_score_codex":0.0006112271,"about_ca_topic_score_gemma":0.0001391117,"teacher_disagreement_score":0.38768268,"about_ca_system_score_codex":0.000042004987,"about_ca_system_score_gemma":0.00040907762,"threshold_uncertainty_score":0.48598555},"labels":[],"label_agreement":null},{"id":"W4389379656","doi":"10.2196/46558","title":"Mobile Technology–Based Interventions for Stroke Self-Management Support: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; Baycrest Hospital; McMaster University; Toronto Rehabilitation Institute; University of Toronto","funders":"University of Toronto; Toronto Rehabilitation Institute; Canada Research Chairs","keywords":"Psychological intervention; mHealth; Stroke (engine); Mobile technology; Computer science; Self-management; Mobile device; Medicine; Psychology; Nursing; World Wide Web; Engineering; Artificial intelligence","score_opus":0.061469960052043714,"score_gpt":0.4471608528395659,"score_spread":0.3856908927875222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389379656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5724548,0.24580756,0.0060419813,0.0911802,0.0032990843,0.06872125,0.0006058852,0.0054325224,0.0064566885],"genre_scores_gemma":[0.4520968,0.4457203,0.043699622,0.024857586,0.0005592205,0.020843543,0.00097060384,0.00017450884,0.011077843],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9985472,0.00003485441,0.000539613,0.0003104417,0.00015554066,0.00041233687],"domain_scores_gemma":[0.9991208,0.00011596731,0.00015328945,0.00026051112,0.00008212624,0.00026731286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062734925,0.00012486648,0.00042785157,0.0005478653,0.00018275363,0.000008428997,0.00005556899,0.00008738373,0.00006884848],"category_scores_gemma":[0.00006853011,0.00010755127,0.00020546847,0.00054365135,0.000046036064,0.000038099086,0.000030244351,0.00014615172,0.000055034812],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001442441,0.0005253205,0.0082247285,0.77709955,0.00007854817,0.000013387101,0.0002284091,0.0000035723197,0.000011434965,0.0011408377,0.053124215,0.15940577],"study_design_scores_gemma":[0.022861514,0.021668768,0.097175434,0.4769978,0.0023187317,0.000114522605,0.0043150927,0.0024702826,0.000120424294,0.00089853327,0.36984083,0.0012180613],"about_ca_topic_score_codex":0.0000021160183,"about_ca_topic_score_gemma":0.0000041972758,"teacher_disagreement_score":0.31671664,"about_ca_system_score_codex":0.000096929856,"about_ca_system_score_gemma":0.00033462266,"threshold_uncertainty_score":0.43858135},"labels":[],"label_agreement":null},{"id":"W4389385503","doi":"10.2196/49741","title":"Digital Health Interventions to Enhance Tuberculosis Treatment Adherence: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Digital health; eHealth; Health care; MEDLINE; Mobile phone; Scopus; Family medicine; Nursing; Computer science","score_opus":0.14252804815600884,"score_gpt":0.5268108482219674,"score_spread":0.3842828000659586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389385503","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40700606,0.15701729,0.00019803659,0.4211442,0.00040564014,0.010639134,0.00024793256,0.0006547862,0.0026869564],"genre_scores_gemma":[0.35567006,0.597267,0.000509439,0.04077891,0.00039053897,0.0018059561,0.0004983029,0.000058537462,0.0030212656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967702,0.00022997963,0.00094001193,0.0006212109,0.00027912622,0.001159442],"domain_scores_gemma":[0.9970943,0.00024660095,0.00016821364,0.00042947792,0.0000862287,0.0019752032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011019774,0.00023690521,0.0010195054,0.00029952626,0.00031395306,0.000028298904,0.000089192356,0.00008129273,0.0001262682],"category_scores_gemma":[0.0005095827,0.00018566378,0.00020181052,0.0008758584,0.000064697015,0.0001114735,0.000082559156,0.00025973664,0.0006413536],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002051841,0.0004175787,0.01318602,0.12971853,0.000056522633,0.000026609388,0.00052793854,0.0000014852941,0.000010693076,0.00013632169,0.106612734,0.7491004],"study_design_scores_gemma":[0.0045612263,0.04258602,0.44462532,0.4431519,0.0003626613,0.00048550527,0.0011161108,0.00030057417,0.00007248482,0.00035650376,0.06111855,0.0012631393],"about_ca_topic_score_codex":0.00043772534,"about_ca_topic_score_gemma":0.00036421992,"teacher_disagreement_score":0.74783725,"about_ca_system_score_codex":0.00039523692,"about_ca_system_score_gemma":0.0010916622,"threshold_uncertainty_score":0.82435167},"labels":[],"label_agreement":null},{"id":"W4389581563","doi":"10.2196/51841","title":"Effectiveness of Telemonitoring in Reducing Hospitalization and Associated Costs for Patients With Heart Failure in Finland: Nonrandomized Pre-Post Telemonitoring Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Telemedicine; Intensive care medicine; Telehealth; Medical emergency; mHealth; Emergency medicine; Health care; Psychological intervention; Internal medicine; Nursing","score_opus":0.014387181609923801,"score_gpt":0.3385616674108615,"score_spread":0.3241744858009377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389581563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99258435,0.000049410843,0.000009456918,0.00042709458,0.000108870634,0.0067644035,0.000011586373,0.000039445124,0.00000539755],"genre_scores_gemma":[0.9988063,0.000069958194,0.00033558538,0.000014519494,0.000040320185,0.0005923212,0.00009593694,0.000025081677,0.00001998516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983603,0.00026404794,0.000416003,0.00034045216,0.00021810268,0.0004010957],"domain_scores_gemma":[0.9990364,0.00044192406,0.00013132709,0.00012490233,0.00010738501,0.0001580721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014163892,0.00016990604,0.0006264345,0.0003774156,0.00009725208,0.000014799773,0.000025467629,0.00007535427,6.6164165e-7],"category_scores_gemma":[0.00017104158,0.00013586054,0.00002363728,0.0005265282,0.00002107965,0.00011127265,0.000027796264,0.0001328365,4.6750836e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004532143,0.00091210374,0.98857284,0.0023140085,0.000032029024,0.0000039869074,0.0015615007,0.0000150168,0.00003379632,0.00000297639,0.00005420005,0.00196538],"study_design_scores_gemma":[0.036831737,0.0036584188,0.9570896,0.001177221,0.000066280765,4.8669114e-7,0.0008357534,0.00017316817,0.000029580793,0.0000052161367,0.000032469983,0.00010003867],"about_ca_topic_score_codex":0.0009888028,"about_ca_topic_score_gemma":0.0002941201,"teacher_disagreement_score":0.032299593,"about_ca_system_score_codex":0.00025662335,"about_ca_system_score_gemma":0.00013947238,"threshold_uncertainty_score":0.55402315},"labels":[],"label_agreement":null},{"id":"W4389641284","doi":"10.2196/51236","title":"Patient Engagement With and Perspectives on a Mobile Health Home Spirometry Intervention: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Intervention (counseling); Medicine; mHealth; Spirometry; Psychology; Psychological intervention; Nursing; Asthma","score_opus":0.10513496562741491,"score_gpt":0.4898363511586581,"score_spread":0.38470138553124317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389641284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99017584,0.002659981,0.0012147924,0.0025550604,0.00021348351,0.0029037779,0.000026580587,0.00017652918,0.000073969626],"genre_scores_gemma":[0.97687995,0.0025560716,0.018708434,0.0010178055,0.00009098694,0.00056978944,0.000027656932,0.0000338714,0.00011544757],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9969683,0.0010823094,0.00051976286,0.00057976897,0.00035322632,0.0004965985],"domain_scores_gemma":[0.9985635,0.00037306148,0.00020938629,0.00028036872,0.00006275155,0.0005108999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025843312,0.00024088164,0.0006240276,0.0004601066,0.0003877353,0.000030170373,0.000042941974,0.000055967663,0.00003334496],"category_scores_gemma":[0.000042351534,0.0001732014,0.000057527348,0.0006362646,0.0000741406,0.00006327211,0.00003862895,0.00039914701,0.0000066688576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016757939,0.0019917053,0.12119343,0.0050851726,0.00015888616,0.00006342847,0.07206299,0.0000043193068,0.000012800004,0.0010435197,0.00052751414,0.7961804],"study_design_scores_gemma":[0.0032311848,0.023404377,0.88321877,0.00033308356,0.00009245465,0.00004756707,0.08844021,0.00003994338,0.000013813656,0.00006741083,0.0009550656,0.00015614255],"about_ca_topic_score_codex":0.0001795476,"about_ca_topic_score_gemma":0.000051892424,"teacher_disagreement_score":0.7960243,"about_ca_system_score_codex":0.00014771712,"about_ca_system_score_gemma":0.00019944382,"threshold_uncertainty_score":0.70629483},"labels":[],"label_agreement":null},{"id":"W4389776095","doi":"10.2196/48526","title":"User Perception of Smart Home Surveillance Among Adults Aged 50 Years and Older: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto; Toronto Rehabilitation Institute; University of Victoria; University Health Network","funders":"","keywords":"Data collection; Internet privacy; mHealth; Aging in place; MEDLINE; Medicine; Computer science; Psychology; Gerontology; Psychological intervention; Nursing","score_opus":0.047487983465959165,"score_gpt":0.3507069908034369,"score_spread":0.30321900733747775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389776095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901921,0.0058099935,0.0010244113,0.0011882422,0.00026564687,0.0012754794,0.000014614958,0.0001929301,0.00003656376],"genre_scores_gemma":[0.97269034,0.026215905,0.00021556747,0.00065393304,0.000056896122,0.00008524211,0.000011217257,0.000012522495,0.00005838398],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99802065,0.0003459854,0.0005062178,0.0004664554,0.0002798581,0.00038084885],"domain_scores_gemma":[0.99874526,0.00022658339,0.00031226978,0.00035057808,0.00008129182,0.00028399867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013992917,0.00013868397,0.00046343482,0.0001733851,0.00014401322,0.00004744941,0.00017539304,0.000073120704,0.000009528766],"category_scores_gemma":[0.00004923532,0.00013964652,0.00004167199,0.00056438666,0.00006220406,0.00037935382,0.00012265076,0.00016776857,0.000029684456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005685171,0.000089712594,0.34116423,0.06651835,0.000016086029,0.000014221133,0.00604499,6.12806e-7,0.00005129156,0.00010609699,0.004935134,0.5810024],"study_design_scores_gemma":[0.0005078182,0.0001275319,0.98661005,0.012006656,0.000003997201,0.00001590729,0.00010305496,0.00030560797,0.0000012745286,0.00002009681,0.00016286237,0.00013515391],"about_ca_topic_score_codex":0.0005080208,"about_ca_topic_score_gemma":0.000680418,"teacher_disagreement_score":0.6454458,"about_ca_system_score_codex":0.000042372765,"about_ca_system_score_gemma":0.00018985296,"threshold_uncertainty_score":0.569462},"labels":[],"label_agreement":null},{"id":"W4389960124","doi":"10.2196/45942","title":"Mobile App Intervention of a Randomized Controlled Trial for Patients With Obesity and Those Who Are Overweight in General Practice: User Engagement Analysis Quantitative Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Overweight; Randomized controlled trial; Intervention (counseling); Obesity; Mobile apps; Medicine; mHealth; Physical therapy; Gerontology; Psychology; Psychological intervention; Computer science; World Wide Web; Nursing; Internal medicine","score_opus":0.04368577068706853,"score_gpt":0.43187266664975354,"score_spread":0.388186895962685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389960124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96919125,0.0008653312,0.0023531339,0.0002385743,0.00010153501,0.027173454,0.000022102247,0.000031991236,0.000022623783],"genre_scores_gemma":[0.9922963,0.0017366669,0.000566325,0.00013836316,0.000051406263,0.00486008,0.000117626565,0.000015248349,0.00021802653],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99339396,0.0043744147,0.0011049191,0.0003830244,0.00044410423,0.00029955475],"domain_scores_gemma":[0.99783754,0.00059049245,0.000808856,0.00020227557,0.00033020214,0.00023061111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014809959,0.00016728915,0.0021754631,0.00054738065,0.0001488222,0.000015704903,0.000031173924,0.00008241549,0.000010719718],"category_scores_gemma":[0.0007212837,0.00011742321,0.0003845898,0.0006658039,0.00004947177,0.00012869615,0.000028833267,0.0002095183,8.430891e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9225077,0.005394954,0.054796364,0.002882989,0.0021273252,0.0000054960915,0.006421326,0.000020373958,3.8663637e-7,0.00018179572,0.00010086237,0.005560418],"study_design_scores_gemma":[0.7095495,0.005576274,0.27799335,0.00022839477,0.002468983,4.1087188e-7,0.0027053126,0.0012744445,3.9855414e-7,0.00002689458,0.00010325552,0.00007278612],"about_ca_topic_score_codex":0.00022673415,"about_ca_topic_score_gemma":0.0001447141,"teacher_disagreement_score":0.223197,"about_ca_system_score_codex":0.00009653171,"about_ca_system_score_gemma":0.0001928216,"threshold_uncertainty_score":0.51328653},"labels":[],"label_agreement":null},{"id":"W4390030053","doi":"10.2196/49302","title":"Short-Term Effect of a Health Promotion Intervention Based on the Electronic 12-Hour Dietary Recall (e-12HR) Smartphone App on Adherence to the Mediterranean Diet Among Spanish Primary Care Professionals: Randomized Controlled Clinical Trial","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; eHealth; Intervention (counseling); Medicine; mHealth; Health promotion; Preprint; Smartphone application; Primary care; Promotion (chess); Smartphone app; Gerontology; Clinical trial; Family medicine; Physical therapy; Health care; Nursing; Psychological intervention; Public health; Computer science; Internet privacy; Multimedia; Surgery; World Wide Web","score_opus":0.1304812748039083,"score_gpt":0.49156663665620803,"score_spread":0.3610853618522997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390030053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8743316,0.0010789251,0.00021498543,0.03810503,0.0031349133,0.082077116,0.00016002693,0.0003949405,0.00050245103],"genre_scores_gemma":[0.9066395,0.0024193525,0.000027607108,0.00959059,0.001283939,0.07879832,0.00082217436,0.000094803094,0.000323723],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.96577436,0.023920119,0.0054279095,0.0012586633,0.0012986027,0.002320369],"domain_scores_gemma":[0.9785011,0.015671143,0.002750927,0.001370901,0.00032407363,0.0013818573],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.042408228,0.0007011521,0.0035844413,0.00046940797,0.003059981,0.000030001976,0.00066223694,0.00059140986,0.000102628845],"category_scores_gemma":[0.0023118528,0.00037650383,0.0007652631,0.0009868066,0.00035215836,0.00010335708,0.0001803843,0.003174302,0.00013380084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8021447,0.0013270107,0.004251687,0.012308236,0.000087112574,0.0000021484047,0.0033076652,0.000016247373,0.0000014791071,0.00084471714,0.02042297,0.15528603],"study_design_scores_gemma":[0.7460848,0.062515475,0.17173418,0.00788177,0.0003909717,0.0000017749232,0.002195379,0.0040516704,0.0000034691911,0.00033952788,0.0041710073,0.0006299694],"about_ca_topic_score_codex":0.0005541124,"about_ca_topic_score_gemma":0.0013658484,"teacher_disagreement_score":0.1674825,"about_ca_system_score_codex":0.0008200007,"about_ca_system_score_gemma":0.0039712456,"threshold_uncertainty_score":0.9998687},"labels":[],"label_agreement":null},{"id":"W4390031634","doi":"10.2196/48803","title":"Advances and Opportunities of Mobile Health in the Postpandemic Era: Smartphonization of Wearable Devices and Wearable Deviceization of Smartphones","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Daejeon University; National Research Foundation","keywords":"Preprint; Wearable computer; Wearable technology; mHealth; Pandemic; Internet privacy; Mobile device; Computer science; Computer security; Coronavirus disease 2019 (COVID-19); Health care; Medicine; World Wide Web; Embedded system; Political science","score_opus":0.08587445415923534,"score_gpt":0.4346392759264177,"score_spread":0.3487648217671824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390031634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93050134,0.055811163,0.0000856893,0.007138856,0.00018837118,0.0054536345,0.00015465867,0.00006455201,0.00060170813],"genre_scores_gemma":[0.72690755,0.26911554,0.0002157642,0.001806535,0.00005241033,0.0017420311,0.0000766279,0.000021504418,0.00006202544],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99567187,0.00091630744,0.0018904739,0.00040433696,0.0003174207,0.00079959247],"domain_scores_gemma":[0.9963985,0.0010982588,0.0014703459,0.0003492373,0.0002662974,0.00041733202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003728475,0.00022405556,0.00083178794,0.00050277,0.0008069741,0.000006767544,0.00015555206,0.00020417939,0.000022993136],"category_scores_gemma":[0.00010700787,0.00017976224,0.000028575523,0.001043321,0.00026999778,0.00025240108,0.00007897944,0.00046834568,0.00000279415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005004613,0.00033160904,0.39822936,0.08444217,0.00001555051,0.0000010853487,0.026581967,0.00007567228,0.000057252266,0.015662879,0.0018629847,0.47223902],"study_design_scores_gemma":[0.0036243715,0.00218273,0.8755353,0.003565842,0.00006256669,0.000016619886,0.047580205,0.002284268,0.000025158837,0.0043333382,0.060432777,0.0003567888],"about_ca_topic_score_codex":0.002747789,"about_ca_topic_score_gemma":0.0020547633,"teacher_disagreement_score":0.47730598,"about_ca_system_score_codex":0.00007138344,"about_ca_system_score_gemma":0.0019954694,"threshold_uncertainty_score":0.73304915},"labels":[],"label_agreement":null},{"id":"W4390103345","doi":"10.2196/52074","title":"Tailored Prompting to Improve Adherence to Image-Based Dietary Assessment: Mixed Methods Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Medicine; Psychology","score_opus":0.1103336028731465,"score_gpt":0.4990784888358644,"score_spread":0.38874488596271795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390103345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741293,0.00021614715,0.0007455792,0.019451046,0.000429139,0.00422365,0.000056478813,0.00024272918,0.0005059091],"genre_scores_gemma":[0.9279711,0.000084950865,0.063597776,0.0062708734,0.00037571805,0.0013648631,0.00006782843,0.000038750113,0.00022808979],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9974261,0.00023381502,0.0005353676,0.00063321245,0.0003988717,0.00077263504],"domain_scores_gemma":[0.9980314,0.00026974274,0.000116612115,0.0003058955,0.00018156611,0.0010948014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001573078,0.00023516435,0.00058573356,0.00023377348,0.0004712634,0.000034602388,0.000093164876,0.000060518083,0.000030068502],"category_scores_gemma":[0.00018677852,0.00019901922,0.00006310592,0.0008648794,0.000035724614,0.000055027882,0.00014875503,0.0002916757,0.00006692987],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053750775,0.0052023404,0.1346207,0.013597184,0.00024484258,0.00027627393,0.005416601,0.000027619266,0.008908362,0.00035333572,0.13287815,0.6930995],"study_design_scores_gemma":[0.0033545336,0.011538953,0.9746566,0.00019585942,0.000094045696,0.000004223572,0.0047525335,0.00074485724,0.00007580254,0.00018117181,0.004160235,0.0002412248],"about_ca_topic_score_codex":0.0005239248,"about_ca_topic_score_gemma":0.0000950821,"teacher_disagreement_score":0.84003586,"about_ca_system_score_codex":0.00016583956,"about_ca_system_score_gemma":0.00043224185,"threshold_uncertainty_score":0.81157684},"labels":[],"label_agreement":null},{"id":"W4390117412","doi":"10.2196/52968","title":"The Real-World Impact of App-Based Mindfulness on Headspace Members With Moderate and Severe Perceived Stress: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Psychological intervention; Perceived Stress Scale; Mental health; Mindfulness; Observational study; Medicine; Clinical psychology; Depression (economics); DASS; Psychology; Stress (linguistics); Psychiatry; Internal medicine","score_opus":0.1360289550755457,"score_gpt":0.4672677432523368,"score_spread":0.3312387881767911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390117412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991718,0.00006848002,0.0000066802713,0.0038494237,0.00020997965,0.0016448731,0.0003439598,0.0000940261,0.0020645969],"genre_scores_gemma":[0.9966567,0.000008589081,0.000024181156,0.00034352846,0.000048936126,0.00051643595,0.00008556592,0.000036586043,0.0022794835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976267,0.00034811645,0.0005652968,0.0004644686,0.00035568612,0.0006396832],"domain_scores_gemma":[0.99812794,0.000593763,0.0003260273,0.00038898835,0.000098296325,0.0004650173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065236876,0.0002463763,0.0003690205,0.00022097382,0.00056250324,0.00005438861,0.00013806894,0.00006561044,0.000046007215],"category_scores_gemma":[0.000018363184,0.00016400035,0.000062170955,0.00062091125,0.000171806,0.000107102904,0.000035188365,0.00028747777,0.000017894443],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026562652,0.0067854635,0.82198024,0.0041740406,0.00050306815,0.00007810097,0.01232014,0.0021698687,0.0000017546232,0.029146174,0.023451356,0.07282717],"study_design_scores_gemma":[0.002366862,0.0047038305,0.9879497,0.00022097568,0.000026945014,0.0000048793336,0.0030279628,0.0009366742,0.0000045612865,0.00051736576,0.00008816561,0.00015203033],"about_ca_topic_score_codex":0.005094583,"about_ca_topic_score_gemma":0.007830549,"teacher_disagreement_score":0.16596954,"about_ca_system_score_codex":0.00019816219,"about_ca_system_score_gemma":0.00045337674,"threshold_uncertainty_score":0.770152},"labels":[],"label_agreement":null},{"id":"W4390117630","doi":"10.2196/50787","title":"Effectiveness of Telecare Interventions on Depression Symptoms Among Older Adults: Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Hubei Province","keywords":"Meta-analysis; Telecare; Psychological intervention; Depression (economics); Psychology; Systematic review; Medicine; Telehealth; mHealth; Telemedicine; Psychiatry; MEDLINE; Clinical psychology; Gerontology; Health care","score_opus":0.1498623045032375,"score_gpt":0.5119774018979988,"score_spread":0.3621150973947613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390117630","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001524814,0.98513824,0.00002152405,0.00006461558,0.00027198362,0.01269046,0.0013624622,0.00011935462,0.00017889813],"genre_scores_gemma":[0.0056469743,0.9815731,0.000010051223,0.00017008855,0.000020988924,0.011062192,0.0005133633,0.00011438598,0.0008888628],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99057394,0.0036864916,0.0034625249,0.0011739644,0.00040325813,0.0006997891],"domain_scores_gemma":[0.99375665,0.0015728263,0.0027433957,0.0011242888,0.00014537478,0.0006574697],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028117131,0.0007338868,0.009835887,0.0011106029,0.00021354188,0.000041113242,0.00035787118,0.0004226564,0.00016666007],"category_scores_gemma":[0.00015899663,0.0005094852,0.0033798427,0.001729129,0.00014632933,0.000115348215,0.00016882899,0.0006891415,0.000108517655],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020818015,0.0004127096,0.000018419785,0.95720977,0.027354598,0.0000067933934,0.000103460785,4.4053102e-8,1.5124695e-10,0.0004652137,0.00016584762,0.014242334],"study_design_scores_gemma":[0.00027523303,0.0005709588,0.0013502076,0.57307595,0.42407876,0.000023196319,0.00006666373,6.3895897e-7,2.0586073e-8,0.00003253411,0.00025590873,0.00026991614],"about_ca_topic_score_codex":0.00032143274,"about_ca_topic_score_gemma":0.00010890844,"teacher_disagreement_score":0.39672416,"about_ca_system_score_codex":0.0002309631,"about_ca_system_score_gemma":0.00013574309,"threshold_uncertainty_score":0.99973565},"labels":[],"label_agreement":null},{"id":"W4390348669","doi":"10.2196/53291","title":"A Novel Smartphone App for Self-Monitoring of Neonatal Jaundice Among Postpartum Mothers: Qualitative Research Study","year":2023,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Neonatal Health and Biochemistry","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Thematic analysis; Qualitative research; Usability; Medicine; Telemedicine; Health care; Nursing; Psychology; Computer science; Psychological intervention","score_opus":0.15780187820447567,"score_gpt":0.5153768254706207,"score_spread":0.357574947266145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390348669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933201,0.0010148175,0.000043087042,0.0018735471,0.0002335486,0.0030451487,0.00015620055,0.00017643109,0.00013711603],"genre_scores_gemma":[0.9960068,0.00049596827,0.0016192202,0.0001609772,0.0005480125,0.0004899789,0.000086367654,0.000047819995,0.0005448472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996633,0.00020166252,0.00071652513,0.0005826032,0.00075355533,0.0011126522],"domain_scores_gemma":[0.99706864,0.0008957927,0.00023521882,0.0003678172,0.00041533317,0.0010171735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040013064,0.0002211319,0.0005948527,0.0003567163,0.00042318794,0.000016396456,0.00013633774,0.00017631064,0.000008016627],"category_scores_gemma":[0.00024820823,0.00019570859,0.00007201806,0.0010030807,0.0001944703,0.00008897589,0.00008706505,0.00059692166,0.000012339496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018417563,0.00698875,0.43201,0.114763655,0.00041317713,0.00014437549,0.3365795,0.000001503423,0.005211157,0.0004326193,0.012808058,0.07222964],"study_design_scores_gemma":[0.011456741,0.009318828,0.7280148,0.0009711668,0.00012112056,0.00005837182,0.24513571,0.0002702852,0.001861968,0.0002031463,0.0022139067,0.00037393646],"about_ca_topic_score_codex":0.0009806625,"about_ca_topic_score_gemma":0.000053211083,"teacher_disagreement_score":0.29600483,"about_ca_system_score_codex":0.00017635473,"about_ca_system_score_gemma":0.0011162153,"threshold_uncertainty_score":0.79807645},"labels":[],"label_agreement":null},{"id":"W4390608507","doi":"10.2196/41753","title":"Clinical Efficacy of Mobile App–Based, Self-Directed Pulmonary Rehabilitation for Patients With Chronic Obstructive Pulmonary Disease: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Korea Health Industry Development Institute; University of Ulsan","keywords":"Medicine; Pulmonary rehabilitation; COPD; Physical therapy; Meta-analysis; Rehabilitation; Quality of life (healthcare); CINAHL; Exacerbation; Randomized controlled trial; Psychological intervention; Internal medicine","score_opus":0.059553217223561085,"score_gpt":0.43420279713729343,"score_spread":0.3746495799137323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390608507","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026249548,0.96085924,0.000007205487,0.00030175524,0.00007420718,0.03525604,0.0029521557,0.0002638791,0.000023021274],"genre_scores_gemma":[0.0011822782,0.9832706,0.0010285681,0.00016473049,0.00013726819,0.010639486,0.0031969293,0.00018278629,0.00019738277],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99069405,0.0017856971,0.0035424433,0.0019941826,0.001080663,0.0009029576],"domain_scores_gemma":[0.99093026,0.0031216287,0.0019062975,0.001488168,0.0008080421,0.0017456199],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020269316,0.0010552538,0.01198884,0.0009739907,0.00022437666,0.00003437992,0.00027482142,0.00039444445,0.00007792645],"category_scores_gemma":[0.0005943692,0.0006687411,0.0028665045,0.0021967406,0.000488469,0.0001428099,0.00014925476,0.0009971318,0.000009933285],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004024378,0.0014675101,0.000738185,0.9490519,0.026695281,0.00003050919,0.000027691158,7.0046326e-7,1.5505325e-9,0.000028596567,0.00016610158,0.02139109],"study_design_scores_gemma":[0.0009822126,0.0013337949,0.02165726,0.07616585,0.8892741,0.000025077221,0.00002305026,0.0006946024,2.1895188e-9,0.000027808885,0.009292574,0.00052364625],"about_ca_topic_score_codex":0.000029870016,"about_ca_topic_score_gemma":0.0000076004762,"teacher_disagreement_score":0.87288606,"about_ca_system_score_codex":0.0011873253,"about_ca_system_score_gemma":0.0052013663,"threshold_uncertainty_score":0.9995764},"labels":[],"label_agreement":null},{"id":"W4390617887","doi":"10.2196/48716","title":"Application of eHealth Tools in Anticoagulation Management After Cardiac Valve Replacement: Scoping Review Coupled With Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; CINAHL; Telemedicine; Systematic review; MEDLINE; Grey literature; Medicine; Computer science; Health care; Psychological intervention; Nursing","score_opus":0.08057211091830756,"score_gpt":0.43732092769333786,"score_spread":0.3567488167750303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390617887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80034614,0.17119084,0.010844729,0.006253201,0.00017944581,0.010286257,0.00002582763,0.00015901962,0.000714552],"genre_scores_gemma":[0.91205513,0.08594966,0.0009072086,0.0005833065,0.000106806525,0.00012842451,0.00016325293,0.000017908535,0.00008827327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781406,0.00009536974,0.0008485011,0.00045098213,0.00047296693,0.00031814055],"domain_scores_gemma":[0.9990027,0.0001379515,0.0002510676,0.0003371458,0.00007694352,0.00019421408],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0013960428,0.00016754675,0.0007883681,0.01573336,0.000055673612,0.000034229455,0.00003984446,0.00005679706,0.000036965503],"category_scores_gemma":[0.000022759128,0.00013358798,0.00015229423,0.045998335,0.000029952076,0.00017788236,0.000031899704,0.00011861898,0.0000073051815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005065169,0.000027898803,0.7807656,0.13772397,0.00036928852,0.0000049800533,0.00014070011,0.000043011954,0.0000023327023,0.0009623886,0.000109358334,0.079344],"study_design_scores_gemma":[0.0007364633,0.0002535136,0.9817907,0.009780625,0.0018645801,0.0000014061891,0.00004458508,0.004730654,0.0000014197409,0.000020443518,0.00066058734,0.00011497451],"about_ca_topic_score_codex":0.00013647479,"about_ca_topic_score_gemma":0.00003691099,"teacher_disagreement_score":0.20102519,"about_ca_system_score_codex":0.00015420075,"about_ca_system_score_gemma":0.00016980922,"threshold_uncertainty_score":0.9954225},"labels":[],"label_agreement":null},{"id":"W4390618807","doi":"10.2196/46744","title":"Documentation Completeness and Nurses’ Perceptions of a Novel Electronic App for Medical Resuscitation in the Emergency Room: Mixed Methods Approach","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Checklist; Documentation; Medical emergency; Medicine; Resuscitation; Qualitative research; Medical record; Emergency department; Vital signs; Emergency medicine; Nursing; Psychology; Computer science; Anesthesia; Surgery","score_opus":0.08968331873596704,"score_gpt":0.5205550007307521,"score_spread":0.4308716819947851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390618807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92766,0.003299426,0.047367495,0.018279055,0.0006263283,0.0025769128,0.000036618123,0.000051303916,0.00010289531],"genre_scores_gemma":[0.9861881,0.00057965226,0.011151859,0.0006832448,0.0002452917,0.0007524716,0.00034110958,0.000020389167,0.00003786064],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99787664,0.00034020675,0.0007131365,0.0003506017,0.00035068515,0.0003687319],"domain_scores_gemma":[0.9984056,0.0008790924,0.00012999238,0.00017526624,0.00016881093,0.00024127244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025708887,0.00013015301,0.000276123,0.00028858555,0.0001881097,0.000018036586,0.000066479,0.00013273202,0.000044268538],"category_scores_gemma":[0.00016656256,0.00010020138,0.000043947588,0.00058588997,0.000060731574,0.00010450763,0.000008569887,0.00032878475,7.590126e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019489074,0.002792161,0.17969365,0.078245245,0.00011767668,0.000002406162,0.16951561,0.00022813566,0.00080252363,0.22828974,0.009309271,0.32905465],"study_design_scores_gemma":[0.0024924176,0.0007633455,0.8636448,0.00030019178,0.00014146884,0.000060175913,0.026075216,0.101957835,0.000006715027,0.0034949142,0.0009086396,0.00015431673],"about_ca_topic_score_codex":0.00046868308,"about_ca_topic_score_gemma":0.00011245024,"teacher_disagreement_score":0.6839511,"about_ca_system_score_codex":0.00020583565,"about_ca_system_score_gemma":0.0014407961,"threshold_uncertainty_score":0.4086094},"labels":[],"label_agreement":null},{"id":"W4390704714","doi":"10.2196/46656","title":"The Association of eHealth Literacy Skills and mHealth Application Use Among US Adults With Obesity: Analysis of Health Information National Trends Survey Data","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute","keywords":"mHealth; eHealth; Obesity; Gerontology; Logistic regression; Health literacy; Medicine; Health Information National Trends Survey; Demography; Psychology; Psychological intervention; Health information; Health care; Nursing; Internal medicine","score_opus":0.045387988423718106,"score_gpt":0.44137520445050554,"score_spread":0.39598721602678744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390704714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691288,0.004832277,0.0032147295,0.008582331,0.00048569654,0.0063873786,0.0067998613,0.00024167207,0.00032728995],"genre_scores_gemma":[0.96632487,0.021266177,0.00066250336,0.0025927243,0.00015745791,0.0016538672,0.0070558977,0.000046167344,0.00024031616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901376,0.0024309298,0.0037283285,0.0009431849,0.0013037182,0.001456282],"domain_scores_gemma":[0.98683965,0.005599424,0.0037533701,0.0012296529,0.0014482992,0.0011296199],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0154060805,0.00042280523,0.0012947312,0.0014569289,0.0022763247,0.0001017619,0.0004672346,0.00041244665,0.000019286781],"category_scores_gemma":[0.00075216166,0.0003191428,0.000084069,0.004433797,0.0002507277,0.0015151341,0.00021639102,0.0011828368,0.0000108506965],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034850475,0.00023563468,0.80854756,0.009109237,0.000208583,1.7531966e-7,0.0044754413,0.000023065684,3.552966e-7,0.0064359526,0.0061654923,0.16445002],"study_design_scores_gemma":[0.0010959506,0.00035256185,0.94011617,0.0005031583,0.00026506782,0.0000019704587,0.0004133137,0.01454009,2.5341163e-7,0.00012470964,0.042393293,0.00019345092],"about_ca_topic_score_codex":0.022799531,"about_ca_topic_score_gemma":0.026547946,"teacher_disagreement_score":0.16425657,"about_ca_system_score_codex":0.0010937513,"about_ca_system_score_gemma":0.0062718717,"threshold_uncertainty_score":0.9999261},"labels":[],"label_agreement":null},{"id":"W4390736594","doi":"10.2196/52169","title":"“Internet+Nursing Service” Mobile Apps in China App Stores: Functionality and Quality Assessment Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Internet privacy; mHealth; The Internet; Quality (philosophy); Nursing; Computer science; Business; World Wide Web; Medicine; Psychological intervention","score_opus":0.14503920304326748,"score_gpt":0.5318119360103782,"score_spread":0.3867727329671108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390736594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96562093,0.0078036794,0.00063298544,0.008611049,0.0012932648,0.011656016,0.00013431237,0.0004809534,0.0037667947],"genre_scores_gemma":[0.9753342,0.0025564402,0.00038236147,0.004152266,0.0006277706,0.016037285,0.00013044647,0.00006738525,0.00071179075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923879,0.0019511731,0.0021471067,0.0013349911,0.00058329356,0.001595524],"domain_scores_gemma":[0.99623346,0.00096794154,0.00042048623,0.0006567398,0.00015554504,0.0015658537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0057836142,0.00044792902,0.0008758034,0.00046300262,0.0012972475,0.000058455953,0.00020381204,0.00036863878,0.00025672754],"category_scores_gemma":[0.00005546242,0.00040745403,0.000056553654,0.0009961488,0.00013840522,0.0002705623,0.00014538124,0.0022403542,0.00009505998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063045433,0.0022545934,0.58874786,0.032464523,0.000040850446,0.000013806204,0.030511217,0.000014429191,0.000010176782,0.054170053,0.009319026,0.28182298],"study_design_scores_gemma":[0.002018954,0.00059127243,0.92439485,0.0009275874,0.000045701498,0.000008290325,0.009744129,0.0017172886,1.7041883e-7,0.0017942133,0.05846294,0.0002945856],"about_ca_topic_score_codex":0.009904253,"about_ca_topic_score_gemma":0.00690332,"teacher_disagreement_score":0.335647,"about_ca_system_score_codex":0.0012784704,"about_ca_system_score_gemma":0.0032454627,"threshold_uncertainty_score":0.99983776},"labels":[],"label_agreement":null},{"id":"W4390906951","doi":"10.2196/46397","title":"Effectiveness of Metaverse Space–Based Exercise Video Distribution in Young Adults: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metaverse; Randomized controlled trial; Space (punctuation); Physical activity; Computer science; Psychology; Multimedia; Physical therapy; Medicine; Virtual reality; Human–computer interaction","score_opus":0.018088861008804195,"score_gpt":0.3384001788206767,"score_spread":0.3203113178118725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390906951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79992396,0.0025974407,0.1844184,0.0015112095,0.00061484467,0.010481004,0.000068980575,0.00015283661,0.00023133142],"genre_scores_gemma":[0.9973238,0.00075763103,0.00046103072,0.000045768193,0.000037124522,0.0013122687,0.000042082745,0.000008196871,0.000012097183],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972636,0.00089197495,0.0007484118,0.00043258912,0.0002911258,0.00037229035],"domain_scores_gemma":[0.9975025,0.001566888,0.0002137924,0.00035005136,0.00008168831,0.00028509527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004781448,0.00017922277,0.0011993685,0.00022252218,0.000093475035,0.00009009594,0.00019473139,0.000103484104,0.0000039804117],"category_scores_gemma":[0.0003187577,0.00013218948,0.000185019,0.0007172087,0.0000915132,0.00028922808,0.00004095725,0.00020377315,0.0000061271626],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91024166,0.0003633254,0.000033678432,0.0034206915,0.000026990832,0.000004196427,0.0006710446,0.00005157136,0.000023802018,0.07370163,0.000104315186,0.011357087],"study_design_scores_gemma":[0.87637633,0.00045516377,0.0020880657,0.0009403971,0.00008176551,0.0000026355021,0.0000440381,0.117170945,0.000103661776,0.002482497,0.000104497274,0.0001499794],"about_ca_topic_score_codex":0.00095973146,"about_ca_topic_score_gemma":0.000047207202,"teacher_disagreement_score":0.19739984,"about_ca_system_score_codex":0.00016040474,"about_ca_system_score_gemma":0.000725313,"threshold_uncertainty_score":0.5390531},"labels":[],"label_agreement":null},{"id":"W4390942280","doi":"10.2196/49373","title":"Effects of mHealth-Based Lifestyle Interventions on Gestational Diabetes Mellitus in Pregnant Women With Overweight and Obesity: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; mHealth; Overweight; Medicine; CINAHL; Psychological intervention; Cochrane Library; Obesity; MEDLINE; Randomized controlled trial; Meta-analysis; Pregnancy; Gerontology; Family medicine; Nursing; Internal medicine; Gestation","score_opus":0.041312762474746106,"score_gpt":0.372666053343364,"score_spread":0.33135329086861787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390942280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55527633,0.43086842,0.0001261606,0.008486634,0.000016055606,0.005033667,0.0001063969,0.000036339097,0.00005000051],"genre_scores_gemma":[0.96842796,0.026623232,0.0003610871,0.0026756027,0.000009057175,0.0015637844,0.00006663937,0.000017393762,0.00025526487],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9977861,0.0003528679,0.00061714114,0.0003915756,0.00043349332,0.0004188299],"domain_scores_gemma":[0.99824333,0.0008136898,0.00017029798,0.00018370023,0.00008514995,0.00050383987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011753474,0.00018817009,0.0013792581,0.0006174553,0.000074299845,0.000031964315,0.000042502576,0.000041517495,0.000032985896],"category_scores_gemma":[0.00013134563,0.00012077881,0.0001241009,0.0006641195,0.000086528074,0.00007840364,0.000025901385,0.00020476177,0.0000023507162],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058833066,0.00035164322,0.0020238382,0.99032027,0.0048387432,0.000018812398,0.00025688254,0.00000598266,0.0000016545114,0.0017392599,0.00008937279,0.0002947033],"study_design_scores_gemma":[0.0028174762,0.008203154,0.6682197,0.08833563,0.22762072,0.000008861516,0.00022936157,0.0030831697,0.000030154493,0.00087953644,0.00015728104,0.00041496524],"about_ca_topic_score_codex":0.00005710101,"about_ca_topic_score_gemma":0.000056493132,"teacher_disagreement_score":0.90198463,"about_ca_system_score_codex":0.00012980793,"about_ca_system_score_gemma":0.00028403747,"threshold_uncertainty_score":0.49252167},"labels":[],"label_agreement":null},{"id":"W4391016866","doi":"10.2196/52996","title":"Quality and Accessibility of Home Assessment mHealth Apps for Community Living: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Android (operating system); Quality (philosophy); Internet privacy; App store; Computer science; World Wide Web; Medicine; Psychological intervention; Nursing","score_opus":0.2772398955540847,"score_gpt":0.554584387005338,"score_spread":0.2773444914512533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391016866","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027932244,0.97778755,0.000049634007,0.001567703,0.00034728873,0.018951891,0.00070709264,0.00013429466,0.00017520947],"genre_scores_gemma":[0.0011221993,0.9931163,0.0007624597,0.0017277513,0.00013866097,0.0024075466,0.00037846444,0.00011249521,0.00023411277],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9891964,0.0037201208,0.004603768,0.0009291914,0.00068553747,0.00086498796],"domain_scores_gemma":[0.9902283,0.0036888742,0.0026279944,0.0019096611,0.00032650787,0.0012186761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013905434,0.0008413177,0.009529117,0.00033807277,0.0003929498,0.000053936463,0.00039952455,0.0005334286,0.000015140479],"category_scores_gemma":[0.0015040057,0.00058384234,0.0005770903,0.00062639517,0.00025631758,0.00011211014,0.00032622402,0.0022965816,0.0000066637513],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017829077,0.00035400907,0.00009095578,0.8960981,0.00015511231,0.0000018380415,0.000296511,1.8534062e-9,1.3347675e-8,0.000366367,0.0018050394,0.100814275],"study_design_scores_gemma":[0.00056957244,0.001060345,0.0029369981,0.9643268,0.009086829,0.00017512315,0.00019339121,0.000012994018,1.1283601e-8,0.00031486503,0.020919943,0.00040310298],"about_ca_topic_score_codex":0.0004441031,"about_ca_topic_score_gemma":0.00011010817,"teacher_disagreement_score":0.10041117,"about_ca_system_score_codex":0.0008653508,"about_ca_system_score_gemma":0.0043718116,"threshold_uncertainty_score":0.9996613},"labels":[],"label_agreement":null},{"id":"W4391135171","doi":"10.2196/48842","title":"Barriers and Implications of 5G Technology Adoption for Hospitals in Western China: Integrated Interpretive Structural Modeling and Decision-Making Trial and Evaluation Laboratory Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Key Research and Development Projects of Shaanxi Province","keywords":"Delphi method; Structural equation modeling; Relevance (law); Thematic analysis; Knowledge management; Psychology; Medicine; Business; Qualitative research; Political science; Computer science; Sociology","score_opus":0.030685448195336276,"score_gpt":0.4484099494161916,"score_spread":0.41772450122085536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391135171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833601,0.005149019,0.006694449,0.002533895,0.000085409134,0.0020247481,0.00011347314,0.000035148165,0.0000037716197],"genre_scores_gemma":[0.99601877,0.001254226,0.002123618,0.00022698818,0.000055631037,0.00023796705,0.000069493144,0.000012724836,6.023893e-7],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985428,0.00006874196,0.0006355555,0.00037124954,0.0001479566,0.0002337149],"domain_scores_gemma":[0.99911845,0.0002216624,0.0001640762,0.00011625796,0.0001769191,0.00020266444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009978472,0.00013446195,0.00042403737,0.0009443788,0.00012262737,0.000021765463,0.000025181553,0.00012442454,0.000006442094],"category_scores_gemma":[0.00030614066,0.00011212708,0.000022209304,0.00082732,0.000083483246,0.00014139432,0.00001909523,0.00020470057,4.9276842e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005251408,0.000024437173,0.33732316,0.0023694057,0.00013949294,0.0000015848192,0.0060173576,0.000044048105,0.00008178385,0.0010515375,0.00004128745,0.6476545],"study_design_scores_gemma":[0.012421086,0.0026980806,0.72426784,0.0009365092,0.0011066331,0.000023571569,0.0053629284,0.2470417,0.000008509971,0.0059206313,0.000044568467,0.00016795595],"about_ca_topic_score_codex":0.00014965206,"about_ca_topic_score_gemma":0.00033859818,"teacher_disagreement_score":0.64748657,"about_ca_system_score_codex":0.00014762396,"about_ca_system_score_gemma":0.00052150665,"threshold_uncertainty_score":0.457241},"labels":[],"label_agreement":null},{"id":"W4391152569","doi":"10.2196/55003","title":"Evaluation of Patient-Facing Mobile Apps to Support Physiotherapy Care: Systematic Review","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council","keywords":"Behavior change methods; mHealth; Psychological intervention; Mobile apps; Behaviour change; Behavior change; Health care; Quality (philosophy); Medicine; Physical therapy; Applied psychology; Nursing; Computer science; Psychology; World Wide Web","score_opus":0.07552746674911405,"score_gpt":0.5175803389429501,"score_spread":0.44205287219383604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391152569","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22689843,0.64990723,0.00040167704,0.0068851653,0.0025046829,0.10593398,0.00060252944,0.0007474968,0.006118818],"genre_scores_gemma":[0.8248557,0.06901266,0.00042747715,0.019189976,0.00037362633,0.08560972,0.00021334099,0.00010505563,0.00021245494],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9924943,0.0018034623,0.0025138622,0.0007659013,0.0012691705,0.0011533215],"domain_scores_gemma":[0.9955551,0.0005737623,0.00069189887,0.0008537306,0.0010098282,0.0013156569],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006070661,0.00034533042,0.0012128163,0.00036036942,0.0008331175,0.000014964033,0.00021128976,0.00023101844,0.00037839936],"category_scores_gemma":[0.0002867702,0.000286855,0.00011567906,0.0010283006,0.00005021741,0.00014710099,0.000072757226,0.0006836187,0.0004017671],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033431777,0.000071816954,0.00015577818,0.8845732,0.000021504206,7.9352185e-7,0.007245706,0.0000074582294,0.000018669702,0.0016040255,0.015196321,0.091071256],"study_design_scores_gemma":[0.004603433,0.006294779,0.003504108,0.63137835,0.0038462013,0.000046774196,0.019986562,0.0024399883,0.000056880916,0.0019964003,0.32422143,0.0016250961],"about_ca_topic_score_codex":0.0004684192,"about_ca_topic_score_gemma":0.00018583093,"teacher_disagreement_score":0.59795725,"about_ca_system_score_codex":0.0009443971,"about_ca_system_score_gemma":0.005921353,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W4391152968","doi":"10.2196/47012","title":"The Impact of mHealth-Based Continuous Care on Disease Knowledge, Treatment Compliance, and Serum Uric Acid Levels in Chinese Patients With Gout: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gout, Hyperuricemia, Uric Acid","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; mHealth; Preprint; Gout; Compliance (psychology); Uric acid; Disease; Gerontology; Physical therapy; Internal medicine; Psychological intervention; Psychology; Nursing; Computer science","score_opus":0.02847221403890965,"score_gpt":0.38406719242001486,"score_spread":0.3555949783811052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391152968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9633494,0.021270059,0.000009910046,0.0012966603,0.00031817608,0.013060396,0.0002685354,0.00007405412,0.00035279052],"genre_scores_gemma":[0.99686474,0.0010844512,0.000038669245,0.00026070725,0.00021258552,0.0012057594,0.00008513814,0.000056449007,0.00019150252],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99632317,0.0006929624,0.0011549797,0.00062268425,0.0004314225,0.00077477196],"domain_scores_gemma":[0.99641746,0.0014673686,0.0004168037,0.00047791965,0.00019038732,0.0010300843],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093754235,0.0005356938,0.0025057772,0.00034107108,0.0002790466,0.000049862476,0.00009405908,0.00013704515,0.000015004516],"category_scores_gemma":[0.00029432005,0.0002472633,0.00031707415,0.0005233501,0.0002835818,0.000068594265,0.000023935461,0.00041693682,0.000005701877],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9124025,0.0012610281,0.06636829,0.0025873329,0.0002366574,0.000031471827,0.002247085,0.000012641782,0.0000011282641,0.00005764368,0.0000957986,0.014698424],"study_design_scores_gemma":[0.62519395,0.005500171,0.36668676,0.00060486357,0.00042261096,0.000003742921,0.00010644485,0.0012267721,0.0000010215564,0.000030724346,0.00007862698,0.00014430491],"about_ca_topic_score_codex":0.00037045233,"about_ca_topic_score_gemma":0.00010095503,"teacher_disagreement_score":0.30031848,"about_ca_system_score_codex":0.0007446796,"about_ca_system_score_gemma":0.0030590007,"threshold_uncertainty_score":0.999998},"labels":[],"label_agreement":null},{"id":"W4391189606","doi":"10.2196/47472","title":"Investigating the Integration and the Long-Term Use of Smart Speakers in Older Adults’ Daily Practices: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Cognition; Entertainment; Community integration; Aging in place; Applied psychology; Developmental psychology; Gerontology; Medicine","score_opus":0.10739063847152593,"score_gpt":0.45013985824754493,"score_spread":0.342749219776019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391189606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628571,0.0015536034,0.000022241202,0.033179905,0.0001566324,0.0020573458,0.0000068956624,0.00007542104,0.00009084997],"genre_scores_gemma":[0.99779445,0.0009533101,0.00012555993,0.0008412808,0.000059017955,0.00014345038,0.0000029914415,0.000010911161,0.000069019545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99650747,0.002024094,0.00048259212,0.00033963937,0.00031113613,0.0003350456],"domain_scores_gemma":[0.99669504,0.0024708793,0.00042177562,0.00020947639,0.000075697,0.00012711251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00465786,0.00012918115,0.00024076263,0.00013553903,0.00049898686,0.00013583974,0.00016595036,0.000104256265,0.000004339236],"category_scores_gemma":[0.0016162059,0.00007437626,0.00002300227,0.00063550065,0.0011150424,0.0004659204,0.00005776637,0.0005709886,0.0000018356141],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009958562,0.00008672794,0.07017801,0.00036380393,0.000013602001,0.0000028283555,0.898913,1.7570255e-7,8.0798316e-7,0.010054615,0.00024732645,0.020039482],"study_design_scores_gemma":[0.0011504017,0.0002073737,0.44981146,0.00047057448,0.000036376798,0.000002716403,0.54688597,0.00021122735,0.0000017744604,0.0009397851,0.00019883421,0.00008351378],"about_ca_topic_score_codex":0.02532545,"about_ca_topic_score_gemma":0.10055839,"teacher_disagreement_score":0.37963346,"about_ca_system_score_codex":0.000089650275,"about_ca_system_score_gemma":0.00052334275,"threshold_uncertainty_score":0.981165},"labels":[],"label_agreement":null},{"id":"W4391189608","doi":"10.2196/50135","title":"Feasibility Study on Menstrual Cycles With Fitbit Device (FEMFIT): Prospective Observational Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Data collection; Menstrual cycle; mHealth; Medicine; Descriptive statistics; Cohort study; Physical therapy; Cohort; Prospective cohort study; Wearable technology; Wearable computer; Psychology; Gerontology; Computer science; Statistics; Nursing; Psychological intervention; Internal medicine","score_opus":0.13295589101636918,"score_gpt":0.4535696557524032,"score_spread":0.32061376473603403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391189608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833405,0.00060783664,0.000009948223,0.0028204757,0.00032402057,0.010394935,0.00004772777,0.00024839048,0.0022061847],"genre_scores_gemma":[0.9961792,0.00006596579,0.00018116913,0.0022817561,0.00025772586,0.00058790215,0.000055562534,0.000046769605,0.0003439232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99623936,0.0002503631,0.00072842086,0.0010977403,0.00092967827,0.00075441465],"domain_scores_gemma":[0.99788845,0.00025777827,0.00013915279,0.0004847119,0.00018936493,0.0010405285],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013743201,0.0003745031,0.00069533056,0.0002154389,0.0004265905,0.000059006838,0.00008482823,0.000107819,0.000069976646],"category_scores_gemma":[0.00007692159,0.00026986547,0.000046430137,0.0006197243,0.00011427057,0.00014287191,0.000037610465,0.0007058542,0.000048225567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026002764,0.0031757841,0.9831414,0.0019870312,0.00008325886,0.00008011152,0.004231733,0.0000017870406,7.5037565e-7,0.00062967656,0.00097334944,0.0030948485],"study_design_scores_gemma":[0.0042685866,0.013100258,0.9716923,0.0001969888,0.00020100742,0.000050041675,0.0096082445,0.00012456022,0.000001364168,0.00018285406,0.0003623153,0.0002114273],"about_ca_topic_score_codex":0.00072823087,"about_ca_topic_score_gemma":0.0008729487,"teacher_disagreement_score":0.012838744,"about_ca_system_score_codex":0.0004635172,"about_ca_system_score_gemma":0.0019680231,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W4391240092","doi":"10.2196/51592","title":"Patient-Centered Chronic Wound Care Mobile Apps: Systematic Identification, Analysis, and Assessment","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Julius-Maximilians-Universität Würzburg","keywords":"App store; German; Medicine; Usability; eHealth; Chronic pain; Health care; Scale (ratio); Mobile apps; MEDLINE; Medical emergency; Physical therapy; World Wide Web; Computer science","score_opus":0.0466060086242511,"score_gpt":0.4639912454995675,"score_spread":0.41738523687531637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391240092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69659376,0.23848015,0.0054245978,0.005566542,0.0029724194,0.04526827,0.000908402,0.001350763,0.0034351132],"genre_scores_gemma":[0.94527733,0.017683465,0.00049433514,0.0017306325,0.00044173092,0.033319112,0.0005305304,0.0000691251,0.00045371644],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932112,0.0010789918,0.0024961338,0.0011944128,0.00054331764,0.0014759611],"domain_scores_gemma":[0.99558973,0.0007865884,0.00074852695,0.0009231244,0.00032692938,0.0016251213],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0016911299,0.00043372074,0.0010862116,0.0008323763,0.0023446982,0.00011871828,0.00019794566,0.0003781436,0.0001632303],"category_scores_gemma":[0.00005332833,0.00037612542,0.00013393302,0.0016135555,0.00013936384,0.00025596967,0.00013636572,0.0013142109,0.00017162478],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000907388,0.00026096872,0.03299357,0.80880356,0.0003689277,0.000012209389,0.017815603,0.000015124852,0.000037031405,0.02483227,0.0077994918,0.1069705],"study_design_scores_gemma":[0.0047658007,0.002425769,0.36335212,0.01884247,0.0052053193,0.000064905194,0.052035686,0.015930403,0.000010525194,0.0018923704,0.5335823,0.0018922905],"about_ca_topic_score_codex":0.0007211408,"about_ca_topic_score_gemma":0.00115502,"teacher_disagreement_score":0.7899611,"about_ca_system_score_codex":0.0014762579,"about_ca_system_score_gemma":0.0040027075,"threshold_uncertainty_score":0.99986905},"labels":[],"label_agreement":null},{"id":"W4391248048","doi":"10.2196/54669","title":"Assessment of Heat Exposure and Health Outcomes in Rural Populations of Western Kenya by Using Wearable Devices: Observational Case Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wet-bulb globe temperature; Observational study; Environmental health; Medicine; Environmental science; Wearable computer; Demography; Vital signs; Cohort study; Rural area; Gerontology; Geography; Meteorology; Engineering; Air temperature; Surgery","score_opus":0.2733863133873489,"score_gpt":0.48264936525064217,"score_spread":0.20926305186329325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391248048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935063,0.002308686,0.000026978025,0.00291873,0.00010375907,0.0009794672,0.000109594526,0.000018290611,0.000028196342],"genre_scores_gemma":[0.997918,0.0005789242,0.00055482663,0.000837159,0.000021433056,0.000028710532,0.000022587667,0.000015275931,0.000023059303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980083,0.00014460874,0.0008073165,0.00028743496,0.00030791678,0.00044443368],"domain_scores_gemma":[0.9991733,0.00009595198,0.00017695325,0.00016040633,0.000012095156,0.0003812976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010270999,0.00015987693,0.00045579203,0.00011899918,0.00020525933,0.000025635905,0.000057086683,0.00006113244,0.00005013803],"category_scores_gemma":[0.000007267729,0.00013819819,0.000022619355,0.00033527293,0.00006689981,0.00027206837,0.00007490707,0.0001900563,9.608458e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008319855,0.00029263826,0.99161303,0.0014114331,0.0000038399276,0.000016790329,0.003365267,0.00008234865,0.000020493442,0.000029612198,0.0001410782,0.0030151482],"study_design_scores_gemma":[0.0005882109,0.0006810802,0.98911667,0.00026777558,0.000014727207,0.00008226811,0.0044839173,0.004582201,6.798307e-7,0.00005238852,0.000036057303,0.000094046074],"about_ca_topic_score_codex":0.039997835,"about_ca_topic_score_gemma":0.019736022,"teacher_disagreement_score":0.020261813,"about_ca_system_score_codex":0.0003389105,"about_ca_system_score_gemma":0.00023348197,"threshold_uncertainty_score":0.99815124},"labels":[],"label_agreement":null},{"id":"W4391253199","doi":"10.2196/52573","title":"Evaluation of Chinese HIV Mobile Apps by Researchers and Patients With HIV: Quality Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"App store; Computer science; Snowball sampling; Mobile apps; Quality (philosophy); Internet privacy; Mobile technology; Mobile device; Medicine; World Wide Web","score_opus":0.18887304017738757,"score_gpt":0.5740262619650649,"score_spread":0.3851532217876773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391253199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644093,0.00893937,0.00007828065,0.0017037052,0.00026593683,0.02286011,0.0004065728,0.00013500982,0.0012017135],"genre_scores_gemma":[0.97268087,0.0012124156,0.00014078454,0.0005429217,0.00018044427,0.024474533,0.000523127,0.000058124333,0.00018677182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98876816,0.0049644858,0.0016628373,0.0009822736,0.0025272355,0.0010950083],"domain_scores_gemma":[0.99462515,0.0011355068,0.0005957243,0.0006621012,0.0017164244,0.0012650894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.023253534,0.00034414142,0.00065673835,0.0003611109,0.0012267468,0.000028433857,0.00016359768,0.00026588383,0.0002693984],"category_scores_gemma":[0.0005500015,0.00026131558,0.000036879283,0.00094271876,0.00017493627,0.00027994,0.000097217584,0.0010750521,0.000049727223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058489916,0.0011010596,0.74811685,0.008451588,0.00004402324,3.153323e-7,0.010204327,0.00001604515,0.0000062181048,0.0005590139,0.011178759,0.21973692],"study_design_scores_gemma":[0.0069650663,0.0012893821,0.96674466,0.00033133407,0.00025335117,7.8585447e-7,0.0046459255,0.005977008,5.082197e-7,0.000984707,0.012557249,0.00025000295],"about_ca_topic_score_codex":0.0011117772,"about_ca_topic_score_gemma":0.00070977036,"teacher_disagreement_score":0.21948692,"about_ca_system_score_codex":0.0008331013,"about_ca_system_score_gemma":0.0056863157,"threshold_uncertainty_score":0.9999839},"labels":[],"label_agreement":null},{"id":"W4391263713","doi":"10.2196/47843","title":"Mobile and Computer-Based Applications for Rehabilitation Monitoring and Self-Management After Knee Arthroplasty: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"mHealth; Telerehabilitation; Telemedicine; PsycINFO; MEDLINE; Rehabilitation; Health care; Medicine; Medical education; Physical therapy; Nursing; Psychological intervention","score_opus":0.020439583142653935,"score_gpt":0.36867526539058526,"score_spread":0.34823568224793133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391263713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5957186,0.35946125,0.01362529,0.008505102,0.00061348814,0.021313552,0.000055508972,0.0006182979,0.00008889638],"genre_scores_gemma":[0.87504035,0.051854033,0.06291786,0.0017794736,0.00043729768,0.0077927024,0.00003048082,0.000055961355,0.00009182251],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99873096,0.00003672119,0.0003755841,0.0004299661,0.00013720582,0.00028956364],"domain_scores_gemma":[0.9991012,0.00029673695,0.00006196994,0.00018491769,0.000042322565,0.00031285812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033045464,0.00015855172,0.00033780525,0.00013537984,0.0001660563,0.000041618434,0.0000146904995,0.000049873106,0.000004828306],"category_scores_gemma":[0.000009797803,0.00014128456,0.00003890638,0.00016579326,0.000065010776,0.00009763183,0.000032859785,0.00011833383,0.000005464102],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017199788,0.00023748705,0.033894658,0.54518676,0.000053620282,0.000010349465,0.0012206384,0.0000037427005,0.000003411562,0.0009246171,0.0009259321,0.4173668],"study_design_scores_gemma":[0.010175759,0.012341187,0.56807846,0.19351017,0.0014596538,0.00022953101,0.00084072596,0.010898464,0.0000143930065,0.00049873814,0.2008569,0.0010960217],"about_ca_topic_score_codex":0.0000057092966,"about_ca_topic_score_gemma":0.0000062488625,"teacher_disagreement_score":0.5341838,"about_ca_system_score_codex":0.000074072756,"about_ca_system_score_gemma":0.00015722627,"threshold_uncertainty_score":0.5761417},"labels":[],"label_agreement":null},{"id":"W4391433147","doi":"10.2196/47102","title":"Effectiveness of a Nurse-Led Mobile-Based Health Coaching Program for Patients With Prostate Cancer at High Risk of Metabolic Syndrome: Randomized Waitlist Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Androgen deprivation therapy; Health coaching; Metabolic syndrome; Randomized controlled trial; Prostate cancer; Physical therapy; Diabetes mellitus; Cancer; Internal medicine; Obesity; Endocrinology","score_opus":0.010235982170161573,"score_gpt":0.3452070595639163,"score_spread":0.3349710773937547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391433147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427291,0.013686327,0.00013262822,0.00029343262,0.00085387914,0.041388217,0.00079123094,0.00010817262,0.000016969838],"genre_scores_gemma":[0.9771533,0.0015174026,0.000231171,0.00013991854,0.00009132786,0.020396905,0.00035021792,0.000066921326,0.0000528232],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99593157,0.0012255432,0.0011234612,0.000569329,0.00052408915,0.0006260129],"domain_scores_gemma":[0.99635386,0.0016575004,0.0008384399,0.00029849744,0.0003383518,0.0005133619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032531281,0.0003550257,0.0031577782,0.0002858268,0.00020160011,0.000022385244,0.0000718704,0.0001261403,0.000013908495],"category_scores_gemma":[0.00010775315,0.00022889818,0.00035768864,0.000443697,0.00023665169,0.00006536464,0.000014400208,0.0003163434,4.3968467e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92363197,0.0010742467,0.013256419,0.036899157,0.0004723273,0.0000026496616,0.0013384653,0.000026800642,0.0000022596914,0.0003271506,0.000030056033,0.02293851],"study_design_scores_gemma":[0.94563675,0.013798503,0.03376038,0.002922084,0.0015971399,0.0000041352437,0.00012612667,0.0012263577,0.000034374887,0.000050116756,0.00063855597,0.00020549975],"about_ca_topic_score_codex":0.0068598064,"about_ca_topic_score_gemma":0.00081458496,"teacher_disagreement_score":0.03442417,"about_ca_system_score_codex":0.00028130077,"about_ca_system_score_gemma":0.0025556749,"threshold_uncertainty_score":0.9997536},"labels":[],"label_agreement":null},{"id":"W4391433187","doi":"10.2196/53262","title":"mHealth Apps for the Self-Management of Low Back Pain: Systematic Search in App Stores and Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Imperial College London; National Institute for Health and Care Research","keywords":"mHealth; Medicine; Nice; Cochrane Library; Psychological intervention; Physical therapy; App store; Excellence; Low back pain; eHealth; Health care; Alternative medicine; Nursing; World Wide Web; Computer science","score_opus":0.055026428815911195,"score_gpt":0.3804887560197144,"score_spread":0.3254623272038032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391433187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9335614,0.03779382,0.004094585,0.013738954,0.00018760786,0.010311189,0.000029260755,0.00008675334,0.0001964406],"genre_scores_gemma":[0.9930115,0.0048143286,0.00086991664,0.0005759418,0.000051498573,0.00040798198,0.000024000752,0.000017181635,0.00022768996],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9978117,0.0003946739,0.00073901354,0.00035973237,0.00031209772,0.00038280024],"domain_scores_gemma":[0.99808604,0.0011515771,0.00011341576,0.00028275105,0.00008097719,0.00028525735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048183887,0.00015366735,0.00064483617,0.00037238403,0.000118296884,0.000023679642,0.000060050243,0.000078140125,0.0000090633075],"category_scores_gemma":[0.00005346846,0.00009100642,0.00012586142,0.0007230666,0.000092402835,0.00004290942,0.000025513173,0.00019963617,0.0000028626077],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019902471,0.000205426,0.008284384,0.97138834,0.0004349776,0.0000024464082,0.0034116735,0.000024358842,0.000008111352,0.005224913,0.00032460276,0.010491748],"study_design_scores_gemma":[0.0038803918,0.0027166135,0.74954414,0.026283342,0.0017189733,0.000008041421,0.020322105,0.1944902,0.0000043531923,0.00032897928,0.0004143058,0.00028857522],"about_ca_topic_score_codex":0.00030139915,"about_ca_topic_score_gemma":0.00012499883,"teacher_disagreement_score":0.945105,"about_ca_system_score_codex":0.00016032338,"about_ca_system_score_gemma":0.00021699515,"threshold_uncertainty_score":0.37111342},"labels":[],"label_agreement":null},{"id":"W4391452253","doi":"10.2196/48675","title":"Weight Loss Using an mHealth App Among Individuals With Obesity in Different Economic Regions of China: Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Shanghai","keywords":"mHealth; Obesity; Mobile apps; Cohort; China; Cohort study; Medicine; Demography; Environmental health; Gerontology; Psychology; Computer science; Psychological intervention; Geography; World Wide Web; Psychiatry; Sociology; Endocrinology","score_opus":0.05803870011367542,"score_gpt":0.4300053985686623,"score_spread":0.3719666984549869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391452253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803506,0.0014285893,0.00033250367,0.002016661,0.00069538294,0.014097343,0.00025449233,0.0003205354,0.00050389644],"genre_scores_gemma":[0.98857313,0.0032004437,0.0003721325,0.00066588406,0.00069264724,0.0060706167,0.00014953605,0.00012415336,0.00015144631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9913438,0.0017551251,0.0026690422,0.001524555,0.00057439995,0.0021330642],"domain_scores_gemma":[0.9948512,0.0006059046,0.0009912006,0.0011595914,0.00011609947,0.0022760148],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0038573174,0.00064039486,0.0015944239,0.0009509184,0.0016122336,0.00003492197,0.00040177128,0.00047744618,0.00014004772],"category_scores_gemma":[0.000034260695,0.00050732424,0.00008278659,0.00088099675,0.00031752605,0.0004591147,0.00016417922,0.0020981727,0.00003433339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019371443,0.0011825569,0.9749024,0.007312904,0.00003673099,0.000013934578,0.005770665,0.0000395918,0.000001105361,0.007377474,0.0008101642,0.0023587886],"study_design_scores_gemma":[0.0022297748,0.0010673102,0.98716044,0.0008633026,0.00015211971,0.000017458135,0.0020990546,0.002251711,0.0000011692857,0.00087715004,0.0029190425,0.00036145758],"about_ca_topic_score_codex":0.016182728,"about_ca_topic_score_gemma":0.01531469,"teacher_disagreement_score":0.01225808,"about_ca_system_score_codex":0.0014731722,"about_ca_system_score_gemma":0.0054357494,"threshold_uncertainty_score":0.99973786},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4391456281","doi":"10.2196/52179","title":"Attributes, Methods, and Frameworks Used to Evaluate Wearables and Their Companion mHealth Apps: Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Usability; Wearable computer; Wearable technology; Computer science; Checklist; Smartwatch; Health care; Human–computer interaction; World Wide Web; Psychology","score_opus":0.31151009640412763,"score_gpt":0.604658098191183,"score_spread":0.29314800178705536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391456281","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000049184866,0.9441872,0.0012590091,0.012275255,0.0013675878,0.03942085,0.00068757386,0.0005216129,0.0002316879],"genre_scores_gemma":[0.0000145459435,0.9417919,0.005174983,0.01900912,0.0011952525,0.031638753,0.0005680584,0.00032066117,0.00028672186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9802846,0.007043146,0.005558822,0.0029189421,0.0006325992,0.0035619307],"domain_scores_gemma":[0.98445255,0.0052180993,0.0023666692,0.0016638851,0.00038486317,0.0059139086],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.014881864,0.0017610185,0.007426354,0.000999859,0.0034422365,0.00011549472,0.0005514542,0.0024698118,0.00013298422],"category_scores_gemma":[0.00083720975,0.0013096943,0.00031344933,0.002036835,0.00028016526,0.00020894961,0.0008144265,0.007909909,0.00034595942],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017272523,0.000038114467,0.000020622925,0.47603226,0.000028373195,0.0000014709699,0.00046939924,5.4252236e-8,4.4238558e-8,0.0014627115,0.014493334,0.50743634],"study_design_scores_gemma":[0.00043487086,0.00023289099,0.000066512985,0.3897703,0.0008360725,0.00005327026,0.00017033241,0.000043613774,2.4403867e-8,0.0005461166,0.60730135,0.0005446838],"about_ca_topic_score_codex":0.00074160565,"about_ca_topic_score_gemma":0.00053948286,"teacher_disagreement_score":0.592808,"about_ca_system_score_codex":0.0009573026,"about_ca_system_score_gemma":0.011666224,"threshold_uncertainty_score":0.99951357},"labels":[],"label_agreement":null},{"id":"W4391456282","doi":"10.2196/52192","title":"Accuracy of Fitbit Charge 4, Garmin Vivosmart 4, and WHOOP Versus Polysomnography: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Agentschap Innoveren en Ondernemen","keywords":"Polysomnography; Systematic review; Wearable computer; Scopus; Actigraphy; MEDLINE; Medicine; Sleep (system call); Computer science; Insomnia; Psychiatry","score_opus":0.0880368547272167,"score_gpt":0.45166275658534916,"score_spread":0.3636259018581325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391456282","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025458981,0.98909634,0.0000011730555,0.00044013307,0.0020051906,0.0056310114,0.00018633332,0.00011381043,0.0025005466],"genre_scores_gemma":[0.000029886993,0.9971108,0.00001469485,0.000738112,0.00016509998,0.0009680258,0.00013132601,0.000111507376,0.000730557],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99462706,0.0009203948,0.0022820723,0.0009542145,0.00033624496,0.0008799987],"domain_scores_gemma":[0.99604326,0.00079317373,0.0015202058,0.0009060995,0.00006439608,0.00067283097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012804698,0.0007760609,0.0044971122,0.0006595756,0.00017864982,0.000036152243,0.00031868307,0.00075036654,0.00023489218],"category_scores_gemma":[0.0001460433,0.00053654733,0.00056627183,0.0010435713,0.00018117113,0.000069705755,0.00010125885,0.0012105253,0.00035652847],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035131357,0.00010682528,0.0000020197638,0.834877,0.0007376701,0.000015295462,0.00041152688,9.9781e-10,3.6167052e-9,0.0010771055,0.013946134,0.14879128],"study_design_scores_gemma":[0.000977386,0.00044061596,0.000004204865,0.55059594,0.0178125,0.00014807402,0.00019623467,0.000001167748,6.500114e-9,0.00003261099,0.42933357,0.00045771676],"about_ca_topic_score_codex":0.0002020109,"about_ca_topic_score_gemma":0.00001792749,"teacher_disagreement_score":0.41538742,"about_ca_system_score_codex":0.00007492549,"about_ca_system_score_gemma":0.000575775,"threshold_uncertainty_score":0.9997086},"labels":[],"label_agreement":null},{"id":"W4391583737","doi":"10.2196/54866","title":"Quality Assessment of Smartphone Medication Management Apps in France: Systematic Search","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Smartphone app; Quality (philosophy); Smartphone application; Mobile apps; Systematic review; Medicine; Quality assessment; MEDLINE; Computer science; Internet privacy; Multimedia; World Wide Web; Psychological intervention; Nursing","score_opus":0.11619111042221747,"score_gpt":0.5445094585385066,"score_spread":0.42831834811628916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391583737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85489625,0.036466632,0.010645776,0.027232062,0.0031105957,0.039568298,0.00027035666,0.0007177577,0.027092263],"genre_scores_gemma":[0.96432287,0.015263017,0.0016382847,0.0021097008,0.00023515496,0.015204596,0.000097815035,0.000044301527,0.0010842485],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9927423,0.0017057678,0.0028431222,0.00072573684,0.0007696903,0.001213405],"domain_scores_gemma":[0.9964422,0.0012514255,0.00051632844,0.000718921,0.00014656309,0.00092454813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008808014,0.0002641225,0.0009531495,0.0006352395,0.00059477694,0.0000133513495,0.0002398317,0.0003021715,0.00014688162],"category_scores_gemma":[0.00006202015,0.00022832218,0.000065148015,0.0011152264,0.000118018535,0.00012973904,0.00010771561,0.0012732474,0.0001029197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045922625,0.00027667676,0.059114125,0.7521418,0.00002483581,0.0000060075795,0.0027856573,0.0000065381914,0.000011203382,0.14871407,0.0027753594,0.03409783],"study_design_scores_gemma":[0.002044668,0.00020246858,0.9527879,0.01635727,0.000066360895,0.0000052476003,0.004371798,0.0040447754,0.0000014575281,0.0020838988,0.017763555,0.00027062482],"about_ca_topic_score_codex":0.0011196045,"about_ca_topic_score_gemma":0.00026911395,"teacher_disagreement_score":0.8936738,"about_ca_system_score_codex":0.0006479018,"about_ca_system_score_gemma":0.0024444389,"threshold_uncertainty_score":0.9310708},"labels":[],"label_agreement":null},{"id":"W4391646000","doi":"10.2196/55486","title":"Correction: The Importance of Activating Factors in Physical Activity Interventions for Older Adults Using Information and Communication Technologies: Systematic Review","year":2024,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phrase; Psychological intervention; Section (typography); Computer science; Psychology; Medicine; Applied psychology; Nursing; Artificial intelligence","score_opus":0.09122352633450544,"score_gpt":0.44849889737915233,"score_spread":0.3572753710446469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391646000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47147733,0.4251715,0.00054581434,0.04568904,0.008695503,0.046362408,0.00057439716,0.0005064478,0.0009775945],"genre_scores_gemma":[0.89654106,0.097786404,0.00018198612,0.0011431453,0.0003693226,0.002094535,0.00065012503,0.000077929675,0.001155523],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99705774,0.0003862714,0.0015015948,0.00032083457,0.00031513968,0.0004184131],"domain_scores_gemma":[0.99661803,0.00058535446,0.0016881085,0.0006376724,0.0002836273,0.00018717878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002265316,0.00030265737,0.0016108544,0.00036220314,0.00028145852,0.00003706973,0.00013729883,0.00042908045,0.0000016812885],"category_scores_gemma":[0.00128904,0.00019792558,0.00015313795,0.00063212344,0.00010207658,0.0002828138,0.00008559529,0.001664601,5.4865484e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032852542,0.00008632349,0.0005352906,0.96356696,0.000026638882,2.7380094e-7,0.0026343975,7.374843e-8,1.2240955e-7,0.00017181733,0.023654053,0.009291194],"study_design_scores_gemma":[0.00068558194,0.00055559573,0.014390297,0.9614135,0.000391237,0.00007617736,0.008636378,0.009548816,0.0000012931793,0.000080566424,0.003973594,0.00024696745],"about_ca_topic_score_codex":0.002444094,"about_ca_topic_score_gemma":0.0007071296,"teacher_disagreement_score":0.42506373,"about_ca_system_score_codex":0.00052598206,"about_ca_system_score_gemma":0.0021827829,"threshold_uncertainty_score":0.8071171},"labels":[],"label_agreement":null},{"id":"W4391654092","doi":"10.2196/50292","title":"Hearing Rehabilitation With a Chat-Based Mobile Auditory Training Program in Experienced Hearing Aid Users: Prospective Randomized Controlled Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministry of SMEs and Startups","keywords":"Rehabilitation; Hearing loss; Audiology; Hearing aid; Perception; Medicine; Psychology; Physical medicine and rehabilitation; Computer science; Physical therapy","score_opus":0.04757367416400368,"score_gpt":0.388262382852318,"score_spread":0.34068870868831436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391654092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816936,0.00029971785,0.0001526271,0.00070806366,0.00039816866,0.016131405,0.0000025887903,0.00042077605,0.00019301934],"genre_scores_gemma":[0.9824443,0.000021710523,0.0013197054,0.00020026886,0.00014732138,0.015790846,0.0000016363617,0.000044287397,0.000029943678],"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99558717,0.0012305803,0.00093035446,0.0010297355,0.00052964734,0.00069250574],"domain_scores_gemma":[0.99633414,0.002834123,0.00018476366,0.00026071814,0.00006633001,0.00031991448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032358407,0.0003043757,0.0011650792,0.00051426917,0.00039076435,0.00022290868,0.000102006234,0.00010506031,0.0000077641],"category_scores_gemma":[0.0010128146,0.00021455597,0.00012372516,0.000840529,0.00036568393,0.0003757089,0.000027505497,0.0005456292,0.0000039432866],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2566726,0.0046667983,0.03476827,0.0077249636,0.00006679175,0.000129272,0.6095339,0.0027977368,0.0049447278,0.002747162,0.000038827664,0.07590897],"study_design_scores_gemma":[0.56018203,0.020988403,0.22470008,0.0025515533,0.00011494776,0.000025374624,0.07005029,0.11920237,0.00021526517,0.00068047637,0.00025302774,0.0010361944],"about_ca_topic_score_codex":0.0003284675,"about_ca_topic_score_gemma":0.00005613093,"teacher_disagreement_score":0.5394836,"about_ca_system_score_codex":0.00036819238,"about_ca_system_score_gemma":0.0010611147,"threshold_uncertainty_score":0.87493384},"labels":[],"label_agreement":null},{"id":"W4391684654","doi":"10.2196/51057","title":"Reflective Engagement With a Digital Physical Activity Intervention Among People Living With and Beyond Breast Cancer: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; University of Texas MD Anderson Cancer Center; National Institutes of Health","keywords":"Intervention (counseling); Psychological intervention; Breast cancer; Population; Psychology; Overweight; Medicine; Mindfulness; Clinical psychology; Cancer; Body mass index; Nursing","score_opus":0.03434471517978297,"score_gpt":0.42795070965164,"score_spread":0.393605994471857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391684654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955001,0.000731555,0.0009503037,0.0010087129,0.00017197528,0.0011220229,0.000053769247,0.00011298178,0.00034858027],"genre_scores_gemma":[0.9988478,0.00013823113,0.00013695296,0.00009799761,0.00022480724,0.00037460832,0.0000072429557,0.00003640543,0.00013599428],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983545,0.00030234185,0.00015997673,0.0005449733,0.00027696256,0.00036125357],"domain_scores_gemma":[0.9990629,0.00019781844,0.00008898991,0.00017495353,0.000075893004,0.00039943156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006094284,0.00022266021,0.0004348642,0.0001313332,0.00020688304,0.00012456489,0.000034771263,0.000045296674,0.000012009966],"category_scores_gemma":[0.000010812805,0.00015256311,0.00004461499,0.00040644308,0.000082285944,0.00028961588,0.00006211563,0.0004936974,6.5352737e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013335035,0.0010531178,0.39871925,0.004018476,0.00019665062,0.000021074111,0.041371237,8.5340423e-7,0.000010942349,0.00007440585,0.000102140395,0.5530983],"study_design_scores_gemma":[0.001063939,0.0034546328,0.9755205,0.0007398321,0.00032103373,0.00007784939,0.018020047,0.0005222341,0.000010456582,0.000025095376,0.000084361454,0.00016002919],"about_ca_topic_score_codex":0.003099024,"about_ca_topic_score_gemma":0.0116384765,"teacher_disagreement_score":0.57680124,"about_ca_system_score_codex":0.0002665049,"about_ca_system_score_gemma":0.00035050584,"threshold_uncertainty_score":0.6494543},"labels":[],"label_agreement":null},{"id":"W4391983471","doi":"10.2196/49501","title":"Views of Service Users, Their Family or Carers, and Health Care Professionals on Telerehabilitation for People With Neurological Conditions in Ghana: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Qualitative research; Health care; Service (business); Health professionals; Nursing; eHealth; Telehealth; Psychology; Internet privacy; Medicine; Telemedicine; Business; Sociology; Computer science","score_opus":0.150375087187205,"score_gpt":0.5134516173858417,"score_spread":0.36307653019863667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391983471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9411692,0.002008424,0.000041781466,0.049583737,0.00010323604,0.006660722,0.0003625314,0.000054196826,0.000016153735],"genre_scores_gemma":[0.98375666,0.00016001808,0.0007749555,0.013742671,0.000084585874,0.0010857777,0.00035837607,0.000027696999,0.000009260969],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974139,0.0004937316,0.0008312246,0.00052221667,0.0002932552,0.00044568002],"domain_scores_gemma":[0.9980181,0.0009837715,0.00023266382,0.0001810736,0.00020243705,0.00038196557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012514013,0.00022544678,0.0007221906,0.00035899898,0.0002027076,0.000011143998,0.000043235144,0.000079331534,0.00001179356],"category_scores_gemma":[0.000059977956,0.0001382824,0.000028544004,0.00066817994,0.000057098267,0.00009989911,0.000018197989,0.000325924,7.3847775e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041859876,0.0011157393,0.05075993,0.034301896,0.000052385913,0.000013317083,0.86338294,0.0000014659169,0.0000054958687,0.0012014551,0.003947024,0.041032393],"study_design_scores_gemma":[0.0034174356,0.020565487,0.48966816,0.00058509596,0.000046440462,0.000013836879,0.48503956,0.00008344574,0.0000014872969,0.00006571034,0.00042404188,0.00008929197],"about_ca_topic_score_codex":0.0014953963,"about_ca_topic_score_gemma":0.011444676,"teacher_disagreement_score":0.43890825,"about_ca_system_score_codex":0.00015608038,"about_ca_system_score_gemma":0.0015469594,"threshold_uncertainty_score":0.63863975},"labels":[],"label_agreement":null},{"id":"W4392176155","doi":"10.2196/53006","title":"Development of a Health Behavioral Digital Intervention for Patients With Hypertension Based on an Intelligent Health Promotion System and WeChat: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Intervention (counseling); Health promotion; Digital health; eHealth; Promotion (chess); Medicine; Physical therapy; Psychological intervention; Psychology; Health care; Psychiatry; Nursing; Public health; Surgery","score_opus":0.08632811542642371,"score_gpt":0.44292061174631925,"score_spread":0.35659249631989554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392176155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87716216,0.0025691297,0.021759473,0.005246361,0.0015304941,0.09082722,0.0003404305,0.00047900435,0.00008573199],"genre_scores_gemma":[0.9575607,0.00039415085,0.003933667,0.0010121907,0.00021786221,0.035687786,0.0010408126,0.00009026193,0.000062529034],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99117696,0.0017761758,0.0041138115,0.0010078585,0.00064715225,0.0012780336],"domain_scores_gemma":[0.99454576,0.0011564832,0.0019725168,0.00044777218,0.0004244702,0.0014530062],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007951737,0.0005040189,0.0026283327,0.0006458532,0.0017535094,0.000058417063,0.00013257138,0.00028240547,0.0000144247315],"category_scores_gemma":[0.00013453401,0.0003532401,0.00019485263,0.00036493235,0.00014135151,0.00026115504,0.000044007345,0.0006476826,0.000007954441],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5945665,0.0034372725,0.00055224693,0.035678834,0.000046373578,6.3109155e-7,0.003198806,0.0000035869812,4.1665893e-7,0.010021873,0.00037535367,0.35211807],"study_design_scores_gemma":[0.94914466,0.017190574,0.002138487,0.006896555,0.0001492392,0.0000035327168,0.002443388,0.015308506,7.8863985e-7,0.00019974135,0.006113457,0.00041107458],"about_ca_topic_score_codex":0.00026067434,"about_ca_topic_score_gemma":0.00017850356,"teacher_disagreement_score":0.35457814,"about_ca_system_score_codex":0.0009804498,"about_ca_system_score_gemma":0.0055911527,"threshold_uncertainty_score":0.99989194},"labels":[],"label_agreement":null},{"id":"W4392256172","doi":"10.2196/51201","title":"An mHealth Intervention Promoting Physical Activity and Healthy Eating in a Family Setting (SMARTFAMILY): Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Karlsruhe Institute of Technology","keywords":"mHealth; Randomized controlled trial; Intervention (counseling); Physical activity; Psychology; Physical therapy; Medicine; Gerontology; Psychological intervention; Psychiatry","score_opus":0.05275062729140181,"score_gpt":0.47880103390420536,"score_spread":0.4260504066128036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392256172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94649774,0.0059563075,0.00050228724,0.0069920267,0.0014799036,0.037128687,0.00005646636,0.0006259941,0.00076059886],"genre_scores_gemma":[0.9499363,0.0048378403,0.00059838674,0.003325341,0.0019002443,0.039069276,0.000080567836,0.00012431724,0.00012773684],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.984248,0.0074407645,0.0033194206,0.0017168208,0.00066428864,0.0026107295],"domain_scores_gemma":[0.9898246,0.005620775,0.0014273227,0.00064506737,0.0001903784,0.0022918566],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016998325,0.00072050665,0.0032833565,0.00088311435,0.002309785,0.00012043486,0.00024406877,0.0005791776,0.000027324897],"category_scores_gemma":[0.0008589543,0.0005990636,0.00030690638,0.00094993,0.00027809423,0.00065481226,0.00014506458,0.0032115532,0.000038134836],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6285038,0.0015602222,0.0027532582,0.03074467,0.00005109692,0.000014740547,0.0195736,0.000003466509,0.000081319326,0.010908928,0.0004412245,0.30536368],"study_design_scores_gemma":[0.84245354,0.0023978876,0.023962157,0.0031920196,0.00019358537,0.000015327782,0.0030990813,0.11990101,0.0000011716195,0.0024362719,0.0017888385,0.000559099],"about_ca_topic_score_codex":0.0038593577,"about_ca_topic_score_gemma":0.0008579645,"teacher_disagreement_score":0.3048046,"about_ca_system_score_codex":0.00082987035,"about_ca_system_score_gemma":0.003939516,"threshold_uncertainty_score":0.99964607},"labels":[],"label_agreement":null},{"id":"W4392475822","doi":"10.2196/56083","title":"The Association of Macronutrient Consumption and BMI to Exhaled Carbon Dioxide in Lumen Users: Retrospective Real-World Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Consumption (sociology); Medicine; Environmental health; Chemistry; Sociology","score_opus":0.04534374927111663,"score_gpt":0.3998708020181632,"score_spread":0.3545270527470466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392475822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958756,0.00061731343,0.0000010726378,0.0019220671,0.00006913642,0.0012616819,0.000009853106,0.00003374061,0.00020955555],"genre_scores_gemma":[0.99756336,0.0013575756,0.0000138888045,0.00022649228,0.000056962683,0.00007327578,0.0000042824886,0.000008272125,0.0006958592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876225,0.00023914946,0.0003226546,0.00023486314,0.00021542996,0.00022565493],"domain_scores_gemma":[0.99913794,0.000400431,0.0000978462,0.00012177621,0.000047352223,0.00019467073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009508437,0.00009069307,0.00026352497,0.00013240638,0.0000787362,0.00001575391,0.000026040276,0.00005008695,0.0000073325277],"category_scores_gemma":[0.00013782035,0.000059661485,0.000019585437,0.00029066316,0.00003486018,0.000025023826,0.000023716282,0.00018428882,0.0000016553388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003669754,0.00020157872,0.97753185,0.0005243261,0.000027902035,0.000007343164,0.0033353623,0.000001146221,0.00077351107,0.00196389,0.00016902752,0.01179428],"study_design_scores_gemma":[0.00084605516,0.00087079237,0.9965879,0.0001237422,0.000028437225,0.0000013077207,0.00047509797,0.0001367375,0.000025748197,0.00030710737,0.0005489072,0.000048185546],"about_ca_topic_score_codex":0.00064167025,"about_ca_topic_score_gemma":0.0010564876,"teacher_disagreement_score":0.019056004,"about_ca_system_score_codex":0.00040902055,"about_ca_system_score_gemma":0.00013320128,"threshold_uncertainty_score":0.24329247},"labels":[],"label_agreement":null},{"id":"W4392549414","doi":"10.2196/48986","title":"The Roles of Trust in Government and Sense of Community in the COVID-19 Contact Tracing Privacy Calculus: Mixed Method Study Using a 2-Wave Survey and In-Depth Interviews","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 Digital Contact Tracing","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contact tracing; Government (linguistics); Tracing; Psychology; Survey data collection; Privacy laws of the United States; Grounded theory; Structural equation modeling; Internet privacy; Public relations; Social psychology; Coronavirus disease 2019 (COVID-19); Computer science; Political science; Sociology; Information privacy; Qualitative research; Medicine; Mathematics","score_opus":0.20935653712325103,"score_gpt":0.4446250192334667,"score_spread":0.23526848211021567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392549414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881126,0.0025216546,0.0064835194,0.0016026717,0.00006419473,0.00115158,0.000027523016,0.000014401184,0.000021816975],"genre_scores_gemma":[0.9983412,0.00029790442,0.0004007741,0.0009119419,0.000007293587,0.000028360811,0.0000011527981,0.000009722172,0.0000016484172],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99344903,0.004535289,0.0009203887,0.00033476227,0.00036828112,0.0003922296],"domain_scores_gemma":[0.99332064,0.0057160063,0.0002484418,0.00050163973,0.000026320642,0.00018695589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013705595,0.00019722077,0.00051785284,0.0001840317,0.00020834438,0.00017525512,0.0003186642,0.00005789968,2.3097817e-7],"category_scores_gemma":[0.00058274524,0.00013159084,0.00003213255,0.00070343085,0.00007624581,0.0003237242,0.00038588632,0.00063536083,5.3812283e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069652795,0.0010557547,0.33702874,0.008237974,0.00003857388,0.00011505974,0.4971694,0.000120222765,0.00014768913,0.0030492204,0.000027824406,0.15231301],"study_design_scores_gemma":[0.0014199724,0.0005698575,0.9295834,0.00039731743,0.000011625426,0.00005160646,0.023312466,0.043997742,0.000016590537,0.00041226996,0.00008528493,0.00014191285],"about_ca_topic_score_codex":0.020866586,"about_ca_topic_score_gemma":0.16099449,"teacher_disagreement_score":0.5925546,"about_ca_system_score_codex":0.00042145496,"about_ca_system_score_gemma":0.00058636843,"threshold_uncertainty_score":0.9856535},"labels":[],"label_agreement":null},{"id":"W4392791522","doi":"10.2196/55199","title":"Mining User Reviews From Hypertension Management Mobile Health Apps to Explore Factors Influencing User Satisfaction and Their Asymmetry: Comparative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Latent Dirichlet allocation; mHealth; Preprint; User satisfaction; Computer science; Medicine; Applied psychology; Psychology; Topic model; World Wide Web; Psychological intervention; Nursing; Artificial intelligence","score_opus":0.21233708141455204,"score_gpt":0.47944786732456857,"score_spread":0.2671107859100165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392791522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493427,0.021393742,0.00052972476,0.0023469187,0.001122927,0.024429966,0.00014908332,0.00044967004,0.00023522128],"genre_scores_gemma":[0.94254065,0.02084646,0.0016843495,0.009975102,0.0005004465,0.023919461,0.0001729671,0.0000977013,0.00026286254],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99222076,0.0016451576,0.0023269998,0.0015995173,0.00044284153,0.0017647524],"domain_scores_gemma":[0.9946834,0.0010796927,0.00064577104,0.0008324256,0.00014353218,0.0026152038],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025423893,0.00069997495,0.0015804706,0.00067542907,0.0027996458,0.00008147762,0.00019118219,0.0002834483,0.00009728283],"category_scores_gemma":[0.000050925588,0.00053720886,0.00008729817,0.0011411885,0.000074385025,0.00035557707,0.0002784425,0.0013293404,0.00019895841],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003800377,0.0005000725,0.22633082,0.015253974,0.000118010525,0.000010800939,0.16421321,0.000012523391,0.00003085009,0.0016521622,0.07774028,0.5137573],"study_design_scores_gemma":[0.0012003222,0.0013489763,0.4459594,0.0018932844,0.00007393724,0.0000044320177,0.1307863,0.00021447451,0.0000020884268,0.00013895913,0.41796234,0.00041550025],"about_ca_topic_score_codex":0.006564776,"about_ca_topic_score_gemma":0.0030247646,"teacher_disagreement_score":0.5133418,"about_ca_system_score_codex":0.0008839567,"about_ca_system_score_gemma":0.001004688,"threshold_uncertainty_score":0.99970794},"labels":[],"label_agreement":null},{"id":"W4392791577","doi":"10.2196/53798","title":"Rehabilitation Applications Based on Behavioral Therapy for People With Knee Osteoarthritis: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Osteoarthritis; Rehabilitation; Physical therapy; Medicine; Physical medicine and rehabilitation; Alternative medicine; Computer science; World Wide Web","score_opus":0.04821204210591191,"score_gpt":0.4088897602673622,"score_spread":0.3606777181614503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392791577","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023964729,0.95471305,0.000042401247,0.00068580813,0.0001088733,0.043850042,0.00033807545,0.00016556932,0.00007218909],"genre_scores_gemma":[0.0000605385,0.93505245,0.0011440259,0.0009872706,0.00017068417,0.060657565,0.001514448,0.00013192912,0.00028106212],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9970914,0.00020806928,0.0010827227,0.0007622902,0.000364787,0.0004907417],"domain_scores_gemma":[0.9977933,0.00038567823,0.0005012645,0.00070060074,0.0001365812,0.00048258563],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050380756,0.00058089057,0.0032963655,0.0003133384,0.00021634765,0.00004156176,0.000079133504,0.0002644537,0.00001382591],"category_scores_gemma":[0.000028892897,0.00036828723,0.0004166324,0.0004873322,0.000045988138,0.00004750529,0.000010750075,0.00038671785,0.000056397384],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007589926,0.00027657324,0.0000011384876,0.65044326,0.000018098479,0.00000364376,0.00004969324,6.0955494e-9,1.4693477e-8,0.00027116277,0.00025456675,0.34860596],"study_design_scores_gemma":[0.0024652649,0.03544212,0.0000015858843,0.7545499,0.008051522,0.000119486605,0.0000533257,0.0000031087889,6.889958e-8,0.000039514118,0.19897519,0.00029890944],"about_ca_topic_score_codex":0.000007978835,"about_ca_topic_score_gemma":0.000043207838,"teacher_disagreement_score":0.34830707,"about_ca_system_score_codex":0.00028079128,"about_ca_system_score_gemma":0.0013770522,"threshold_uncertainty_score":0.9998769},"labels":[],"label_agreement":null},{"id":"W4392791688","doi":"10.2196/55483","title":"Economic Evaluation of a Web Application Implemented in Primary Care for the Treatment of Depression in Patients With Type 2 Diabetes Mellitus: Multicenter Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Universidad de Zaragoza; European Commission","keywords":"Depression (economics); Medicine; Type 2 Diabetes Mellitus; Randomized controlled trial; Diabetes mellitus; Preprint; Primary care; Clinical trial; Gerontology; Physical therapy; Internal medicine; Family medicine; World Wide Web; Computer science","score_opus":0.022765200146933014,"score_gpt":0.366397480799631,"score_spread":0.343632280652698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392791688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720471,0.0070548644,0.000009241598,0.00022298029,0.00019513532,0.020383568,0.000013577,0.000007303932,0.000066211695],"genre_scores_gemma":[0.9945278,0.001138838,0.000056663674,0.000043113872,0.000057833247,0.0037816772,0.0003766805,0.00000983893,0.000007538014],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9987926,0.000153132,0.00056081836,0.00018119244,0.00015735414,0.00015489095],"domain_scores_gemma":[0.99911976,0.0003804196,0.00022030767,0.00013158438,0.00010413625,0.00004380739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011536316,0.0000953814,0.00061436865,0.00018688392,0.000025872372,0.000006850108,0.000024900755,0.00003468523,0.0000076605065],"category_scores_gemma":[0.000026529331,0.00005270092,0.000057633948,0.00010258712,0.000027818947,0.000046687273,0.00000467092,0.0000356129,4.6837673e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7222211,0.00080784544,0.14365008,0.0028473304,0.00011598209,2.041647e-8,0.0021444631,0.00003753222,0.000006893485,0.000034254015,0.000033819342,0.12810068],"study_design_scores_gemma":[0.8070055,0.001410621,0.16285197,0.00024386415,0.00067161967,7.889167e-9,0.0002567767,0.027306264,0.000013977278,0.000022295439,0.00017671475,0.000040350966],"about_ca_topic_score_codex":0.000078361554,"about_ca_topic_score_gemma":0.0001225185,"teacher_disagreement_score":0.12806033,"about_ca_system_score_codex":0.0004047774,"about_ca_system_score_gemma":0.00045924776,"threshold_uncertainty_score":0.21490812},"labels":[],"label_agreement":null},{"id":"W4392791921","doi":"10.2196/46282","title":"Motion Tracking of Daily Living and Physical Activities in Health Care: Systematic Review From Designers’ Perspective","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hong Kong Polytechnic University","keywords":"Perspective (graphical); Activities of daily living; Tracking (education); Motion (physics); Health care; mHealth; Match moving; Systematic review; Computer science; Physical medicine and rehabilitation; Psychology; Medicine; Human–computer interaction; Gerontology; MEDLINE; Physical therapy; Nursing; Psychological intervention; Artificial intelligence; Political science","score_opus":0.09798157268221475,"score_gpt":0.411173529180519,"score_spread":0.3131919564983043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392791921","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008369119,0.9926647,0.0019424029,0.0004624488,0.00027811294,0.0043060402,0.000094182535,0.00011863164,0.00004978493],"genre_scores_gemma":[0.026138596,0.97260976,0.00020621352,0.0002692463,0.00015490733,0.0005408926,0.000016872322,0.00004799885,0.000015531541],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.993599,0.0025012947,0.0016932182,0.0011374407,0.000494042,0.00057502073],"domain_scores_gemma":[0.99557525,0.0016726387,0.0016150884,0.0006389273,0.00012373937,0.00037436624],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018153739,0.0005806193,0.0046033533,0.0005628946,0.00016296652,0.00017513854,0.00040493955,0.00020137304,0.0000014335674],"category_scores_gemma":[0.00020653673,0.00047549728,0.00028080316,0.0008717928,0.00007889444,0.00056563964,0.000226094,0.0008480847,0.00000842678],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014634837,0.000051674222,0.0000017563393,0.7176122,0.00003668387,0.000004814975,0.011964747,1.7081794e-8,3.1627163e-8,0.00045007237,0.000049131635,0.2698274],"study_design_scores_gemma":[0.00015562047,0.00030152174,0.000045068682,0.99381536,0.00065437827,0.00010654241,0.002850561,0.00018347973,1.6785637e-7,0.00019045631,0.0012645466,0.00043226767],"about_ca_topic_score_codex":0.0017898665,"about_ca_topic_score_gemma":0.0003254529,"teacher_disagreement_score":0.27620316,"about_ca_system_score_codex":0.0012380994,"about_ca_system_score_gemma":0.0019321688,"threshold_uncertainty_score":0.9997697},"labels":[],"label_agreement":null},{"id":"W4392839044","doi":"10.2196/49024","title":"Cross-Cutting mHealth Behavior Change Techniques to Support Treatment Adherence and Self-Management of Complex Medical Conditions: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"mHealth; Psychological intervention; Generalizability theory; Self-management; Behavior change; Extant taxon; Promotion (chess); Psychology; eHealth; Medicine; Health care; Computer science; Nursing; Social psychology","score_opus":0.2746470742533673,"score_gpt":0.5938154469295861,"score_spread":0.3191683726762188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392839044","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000047869296,0.91204625,0.000011568605,0.0014903939,0.00048872136,0.08310213,0.0014777547,0.000580243,0.0007550776],"genre_scores_gemma":[0.00006168853,0.7302768,0.0009769142,0.0063769775,0.00038301045,0.26051724,0.00080553995,0.0001433428,0.00045847922],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98632795,0.0018263556,0.006811482,0.0017500957,0.0010866004,0.0021975401],"domain_scores_gemma":[0.9899904,0.0009886773,0.003105044,0.0014763157,0.00036993859,0.0040696333],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00476102,0.001208297,0.0064895204,0.0007791953,0.0016029212,0.00004057871,0.0006221765,0.0010616166,0.00041789893],"category_scores_gemma":[0.00015181373,0.0009031985,0.00036745367,0.0013487989,0.00022508169,0.00015274352,0.00048075937,0.0017339811,0.0004074985],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008389426,0.00027570056,0.000036388552,0.68425673,0.000067598885,0.00002253745,0.00034447285,7.9065765e-10,5.3376e-9,0.0024415478,0.0034356897,0.30911094],"study_design_scores_gemma":[0.00037492905,0.0009933787,0.0001733201,0.4586347,0.00419736,0.00010084679,0.00014831973,0.0000030284673,1.5541193e-8,0.000029259672,0.53498775,0.00035712356],"about_ca_topic_score_codex":0.00074711937,"about_ca_topic_score_gemma":0.00017519318,"teacher_disagreement_score":0.531552,"about_ca_system_score_codex":0.0016402915,"about_ca_system_score_gemma":0.0052899932,"threshold_uncertainty_score":0.99969685},"labels":[],"label_agreement":null},{"id":"W4392839065","doi":"10.2196/48027","title":"The Effectiveness of a Cell Phone eHealth App in Changing Knowledge, Stigmatizing Attitudes, and Intention to Seek Help Associated With Obsessive-Compulsive Disorder: Pilot Questionnaire Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Ministerio de Ciencia e Innovación; European Commission","keywords":"eHealth; Psychology; Obsessive compulsive; Phone; mHealth; Mobile phone; Applied psychology; Clinical psychology; Psychiatry; Computer science; Psychological intervention; Health care","score_opus":0.019146297736482853,"score_gpt":0.3560175484534659,"score_spread":0.33687125071698304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392839065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97506213,0.018330919,0.00091700983,0.0005634813,0.0007108186,0.0038246359,0.000030215828,0.00015784374,0.00040296654],"genre_scores_gemma":[0.9983598,0.000510727,0.000051172174,0.00009710383,0.000055702778,0.00068736414,0.000024032113,0.00007415333,0.00013993605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949294,0.0021198133,0.00072954805,0.00089493283,0.00030645597,0.0010198634],"domain_scores_gemma":[0.99727184,0.0014958485,0.00033745242,0.0003372684,0.00017174601,0.00038582264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028145553,0.0004145777,0.0007334411,0.0008558331,0.000612027,0.00009954247,0.00020241557,0.000111279565,0.000008270889],"category_scores_gemma":[0.00015155158,0.00031801852,0.000046071622,0.0021101793,0.00020530044,0.00016063543,0.00013125536,0.00065557525,0.000016621136],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037400355,0.005088752,0.8607785,0.012900724,0.00027109132,0.00008472764,0.057566915,0.00005869603,0.00011748667,0.008895557,0.00013476734,0.050362755],"study_design_scores_gemma":[0.003581809,0.0039563896,0.9749664,0.0028001745,0.000065753484,0.000014172535,0.0134155825,0.00044903348,0.0000074791164,0.00039057055,0.00005029164,0.00030235772],"about_ca_topic_score_codex":0.0022149433,"about_ca_topic_score_gemma":0.008666843,"teacher_disagreement_score":0.11418789,"about_ca_system_score_codex":0.00043857578,"about_ca_system_score_gemma":0.00042924413,"threshold_uncertainty_score":0.99992716},"labels":[],"label_agreement":null},{"id":"W4392839159","doi":"10.2196/54124","title":"Efficacy of the Flo App in Improving Health Literacy, Menstrual and General Health, and Well-Being in Women: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Health literacy; Medicine; mHealth; Physical therapy; Psychology; Family medicine; Gerontology; Psychological intervention; Nursing; Health care","score_opus":0.01783812682231183,"score_gpt":0.3603249876882222,"score_spread":0.34248686086591035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392839159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94482,0.025605418,0.000016815266,0.017410493,0.00069153693,0.011101994,0.000008951232,0.0000577762,0.00028700495],"genre_scores_gemma":[0.97735983,0.01071797,0.00038779527,0.010353193,0.00029951206,0.00068271183,0.000014667864,0.00004125256,0.00014307498],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99379253,0.0013358109,0.0023953316,0.0007280221,0.000437527,0.0013107616],"domain_scores_gemma":[0.99650335,0.0011544296,0.00055151316,0.0003080627,0.000043851716,0.0014387867],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059942775,0.00039149684,0.0028021021,0.0005917005,0.00027614488,0.000058252263,0.000085678774,0.00015046522,0.000014086474],"category_scores_gemma":[0.00036100502,0.00026061136,0.00011900152,0.0005922221,0.000296039,0.00013341995,0.0000818888,0.0008761107,0.0000010956503],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.84028006,0.00041703,0.0017460234,0.01546953,0.000032278513,0.000010348907,0.020572584,0.0000019625725,0.000006558524,0.002427766,0.00019634393,0.11883953],"study_design_scores_gemma":[0.9765856,0.004356452,0.008839664,0.0015583533,0.000037024256,0.00007046784,0.0011593765,0.005765512,0.0000012648676,0.00090600393,0.00051067525,0.00020960103],"about_ca_topic_score_codex":0.0027076078,"about_ca_topic_score_gemma":0.00026451013,"teacher_disagreement_score":0.13630557,"about_ca_system_score_codex":0.00041561428,"about_ca_system_score_gemma":0.0041012187,"threshold_uncertainty_score":0.9999846},"labels":[],"label_agreement":null},{"id":"W4392839190","doi":"10.2196/54244","title":"Effects of Telemedicine on Informal Caregivers of Patients in Palliative Care: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telemedicine; CINAHL; Medicine; Randomized controlled trial; PsycINFO; Meta-analysis; Psychological intervention; MEDLINE; Palliative care; Anxiety; Systematic review; Health care; Family medicine; Nursing; Psychiatry; Internal medicine","score_opus":0.15979841204639958,"score_gpt":0.481288268540772,"score_spread":0.32148985649437245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392839190","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025629112,0.98531246,9.96956e-7,0.00009352805,0.00045516744,0.012539519,0.0010602364,0.000020415055,0.000261406],"genre_scores_gemma":[0.001517471,0.9934851,0.00001224498,0.0026582999,0.00002901487,0.0015929936,0.0005446505,0.000042445386,0.00011778193],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.992712,0.002058125,0.0034742968,0.00056664314,0.0005810905,0.0006078502],"domain_scores_gemma":[0.9906553,0.004444914,0.002809483,0.00050741207,0.0012033776,0.00037949864],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010024845,0.0006578405,0.011064812,0.0012877857,0.00015489402,0.0000036787144,0.00021671232,0.00050629047,0.00002393158],"category_scores_gemma":[0.0016537526,0.0003976153,0.00089413597,0.0017377612,0.00014174428,0.000058886886,0.00014392914,0.0014533862,0.000011756484],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022520257,0.00003691659,0.00020112119,0.98239195,0.008459779,0.0000051744682,0.0058221533,7.26386e-8,6.345127e-10,0.00017834823,0.0015237981,0.0013581446],"study_design_scores_gemma":[0.0005042966,0.0009441419,0.00064705947,0.39521348,0.5895681,3.4598887e-7,0.0018204212,7.546478e-7,2.875746e-8,0.0000044402527,0.011035239,0.00026172408],"about_ca_topic_score_codex":0.0006420014,"about_ca_topic_score_gemma":0.00028424975,"teacher_disagreement_score":0.58717847,"about_ca_system_score_codex":0.0003242584,"about_ca_system_score_gemma":0.001002743,"threshold_uncertainty_score":0.9998476},"labels":[],"label_agreement":null},{"id":"W4392987974","doi":"10.2196/55178","title":"Using In-Shoe Inertial Measurement Unit Sensors to Understand Daily-Life Gait Characteristics in Patients With Distal Radius Fractures During 6 Months of Recovery: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Gait; Physical therapy; STRIDE; Activities of daily living; Physical medicine and rehabilitation; Grip strength; Gait analysis","score_opus":0.08750995689585042,"score_gpt":0.4149633559478753,"score_spread":0.32745339905202486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392987974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99621546,0.00019510213,0.00006864482,0.00012029509,0.00069295085,0.0023879725,0.00017105365,0.00004277355,0.00010576422],"genre_scores_gemma":[0.9992145,0.00007384898,0.000081721664,0.00021037036,0.0002233876,0.000063068335,0.000057191093,0.000039553583,0.00003638684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99643916,0.00050858647,0.0011988578,0.0005121284,0.00065237127,0.0006889231],"domain_scores_gemma":[0.99876434,0.00011838591,0.00032659972,0.00021618522,0.00017485283,0.00039963235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013342546,0.00024941316,0.0005124936,0.00043255612,0.0004169527,0.000036810183,0.00008981936,0.00018721964,0.000014299541],"category_scores_gemma":[0.000098349956,0.00021465468,0.00003628795,0.0004936413,0.00005130427,0.00020653386,0.00006421346,0.000781097,0.000004396985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002675957,0.0008582696,0.9882595,0.0026279325,0.000029183955,0.000009197931,0.0050029787,0.000043882756,0.000060962175,0.000052223946,0.000035317247,0.00034457856],"study_design_scores_gemma":[0.0039177756,0.00065064855,0.9921731,0.00074136356,0.000023060707,8.430134e-7,0.0019397299,0.00026706027,4.955198e-7,0.000046184137,0.00005536444,0.0001844226],"about_ca_topic_score_codex":0.001849782,"about_ca_topic_score_gemma":0.003037741,"teacher_disagreement_score":0.0039135357,"about_ca_system_score_codex":0.00092826225,"about_ca_system_score_gemma":0.0010933082,"threshold_uncertainty_score":0.8753364},"labels":[],"label_agreement":null},{"id":"W4393065080","doi":"10.2196/51307","title":"Mobile App Intervention to Reduce Substance Use, Gambling, and Digital Media Use in Vocational School Students: Exploratory Analysis of the Intervention Arm of a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Addiction; Psychology; Randomized controlled trial; Intervention (counseling); mHealth; Addictive behavior; Clinical psychology; Habit; Behavior change; Applied psychology; Psychological intervention; Medicine; Social psychology; Psychiatry","score_opus":0.05889869918460383,"score_gpt":0.4249046473045783,"score_spread":0.36600594811997444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393065080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935126,0.0016146345,0.00017008952,0.00039700643,0.00043749795,0.0037540377,0.00005154236,0.00004003368,0.000022603008],"genre_scores_gemma":[0.998494,0.0007382168,0.000038772403,0.00007727697,0.00005115601,0.00039463295,0.000014121058,0.000008263833,0.00018350763],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970273,0.00080119603,0.001090407,0.0002775112,0.00054482615,0.0002587883],"domain_scores_gemma":[0.9983883,0.00059077126,0.0005037617,0.0001759438,0.0001431657,0.00019804266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040719314,0.00012230102,0.00090608635,0.000677322,0.00011505779,0.00015646439,0.00020677138,0.00012411411,0.000016750031],"category_scores_gemma":[0.002305438,0.00009123679,0.00029675756,0.0012322204,0.0003243333,0.00053106097,0.000056677054,0.00023341358,0.0000010297866],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.77850366,0.0036065716,0.13284117,0.0011342634,0.0013088278,0.0000035398875,0.04655615,0.000024744815,0.000031411233,0.005245708,0.0008830614,0.029860877],"study_design_scores_gemma":[0.7372564,0.00070178515,0.24750671,0.0018299529,0.000996593,7.103177e-7,0.009732927,0.0004974008,0.000025968502,0.0010469188,0.00016367748,0.00024096014],"about_ca_topic_score_codex":0.0012427621,"about_ca_topic_score_gemma":0.005022165,"teacher_disagreement_score":0.11466554,"about_ca_system_score_codex":0.0001994926,"about_ca_system_score_gemma":0.00028085124,"threshold_uncertainty_score":0.37205282},"labels":[],"label_agreement":null},{"id":"W4393074180","doi":"10.2196/51216","title":"Deconstructing Fitbit to Specify the Effective Features in Promoting Physical Activity Among Inactive Adults: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Physical activity; Physical therapy; Pilot trial; Actigraphy; Medicine; Psychology; Gerontology; Physical medicine and rehabilitation; Psychiatry; Internal medicine","score_opus":0.027992477865631474,"score_gpt":0.3847133258915739,"score_spread":0.35672084802594245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393074180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688051,0.0003475817,0.000033228098,0.008206764,0.00046916725,0.020711608,0.000014489981,0.00014340006,0.0012686999],"genre_scores_gemma":[0.99421287,0.00013993712,0.00005441591,0.0006512517,0.0018110462,0.0030253155,0.00000486725,0.00003940908,0.000060903145],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99598056,0.0013444254,0.00059460563,0.0007648656,0.00044787076,0.0008676423],"domain_scores_gemma":[0.9931193,0.005554122,0.0002842963,0.00026583893,0.000079182035,0.00069724245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025107057,0.0003906442,0.0026121014,0.0002771021,0.0003942996,0.00009227522,0.00010289664,0.00013634376,0.000007797934],"category_scores_gemma":[0.0011272704,0.00023107833,0.00031575828,0.00064790813,0.00028903058,0.0002676571,0.00007480591,0.0018507701,0.000012233996],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92107785,0.0015112832,0.00028578742,0.0023113561,0.00010778211,0.000026467238,0.011524358,9.672316e-7,0.000079051,0.0018072699,0.000080607446,0.06118721],"study_design_scores_gemma":[0.932408,0.00626854,0.050969865,0.0019386504,0.00030183175,0.00004603455,0.0010856367,0.0050473684,0.00018623316,0.0013969195,0.00005420256,0.00029676795],"about_ca_topic_score_codex":0.001181796,"about_ca_topic_score_gemma":0.00038405578,"teacher_disagreement_score":0.060890444,"about_ca_system_score_codex":0.00051464234,"about_ca_system_score_gemma":0.00077535014,"threshold_uncertainty_score":0.9423101},"labels":[],"label_agreement":null},{"id":"W4393187496","doi":"10.2196/48298","title":"Improvement and Maintenance of Clinical Outcomes in a Digital Mental Health Platform: Findings From a Longitudinal Observational Real-World Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Preprint; mHealth; Mental health; Digital health; Telemedicine; Psychology; Medicine; Gerontology; Computer science; Psychiatry; Psychological intervention; Health care; World Wide Web","score_opus":0.20633501471425253,"score_gpt":0.5169854067474582,"score_spread":0.31065039203320566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393187496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98765653,0.00080811424,0.000014679705,0.0060651414,0.0014947734,0.0019268938,0.001278209,0.00007510226,0.00068054855],"genre_scores_gemma":[0.9968535,0.00016506179,0.00015588895,0.00092943094,0.00009590036,0.00023181342,0.000167833,0.000033950633,0.0013666629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956128,0.00009876915,0.0023121038,0.0008439109,0.00037791772,0.0007544737],"domain_scores_gemma":[0.99820817,0.00047880065,0.00037354726,0.00029162207,0.000039758448,0.00060811255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013929927,0.00028697826,0.0008569183,0.0003575275,0.00015505598,0.00009894042,0.0001535371,0.00009533281,0.00007924659],"category_scores_gemma":[0.000046664987,0.00025103707,0.00012351989,0.00041412978,0.00016863803,0.0004544744,0.00015042457,0.0005170578,0.000026440197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049775065,0.0021855417,0.9065486,0.000776052,0.00008277519,0.00002104718,0.0031364828,8.230983e-8,2.0482027e-7,0.011686582,0.0025563668,0.072508514],"study_design_scores_gemma":[0.00245881,0.0036654638,0.98780674,0.00047321306,0.0000151332215,0.000008216812,0.0018984015,0.000075916236,2.9850304e-7,0.002543334,0.0008922876,0.00016218983],"about_ca_topic_score_codex":0.009124477,"about_ca_topic_score_gemma":0.0071806433,"teacher_disagreement_score":0.08125814,"about_ca_system_score_codex":0.00034361327,"about_ca_system_score_gemma":0.00047840734,"threshold_uncertainty_score":0.99999416},"labels":[],"label_agreement":null},{"id":"W4393217569","doi":"10.2196/54579","title":"Mobile Health App and Web Platform (eDOL) for Medical Follow-Up of Patients With Chronic Pain: Cohort Study Involving the French eDOL National Cohort After 1 Year","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Chronic pain; Cohort; mHealth; Context (archaeology); Quality of life (healthcare); Cohort study; Physical therapy; Population; Health care; Psychological intervention; Psychiatry; Internal medicine; Nursing","score_opus":0.014487574853469671,"score_gpt":0.3314270076435972,"score_spread":0.31693943279012754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393217569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850643,0.0046470724,0.000106529165,0.001403701,0.00026582484,0.008308843,0.00007139623,0.000055604745,0.00007670699],"genre_scores_gemma":[0.99530977,0.0006879496,0.00015384454,0.0011550421,0.00029737118,0.0020423627,0.00015290313,0.000031488675,0.00016929678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973718,0.00018264713,0.00062240026,0.0004520728,0.00095738535,0.00041372742],"domain_scores_gemma":[0.9984164,0.00054254907,0.00014552646,0.00020629764,0.00020755653,0.0004816482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041134744,0.00019557674,0.00047404994,0.00015790139,0.00022164198,0.000023059176,0.00006551658,0.00011962995,0.0000602778],"category_scores_gemma":[0.00020070602,0.00011589794,0.00006544378,0.0002515665,0.00019074959,0.00009261757,0.0000350571,0.00034665578,0.0000020909372],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040493085,0.0004339435,0.9605144,0.013423879,0.000109474764,9.030195e-7,0.0025299273,7.4478567e-7,8.4011714e-7,0.00029056158,0.004043939,0.018246448],"study_design_scores_gemma":[0.0032002078,0.00828626,0.9812921,0.0006875112,0.00006738722,0.000002221852,0.0006097343,0.0022298158,1.8538123e-7,0.00010499866,0.0034071754,0.000112382586],"about_ca_topic_score_codex":0.00031461497,"about_ca_topic_score_gemma":0.00095866824,"teacher_disagreement_score":0.020777712,"about_ca_system_score_codex":0.00031194167,"about_ca_system_score_gemma":0.0024865349,"threshold_uncertainty_score":0.4726181},"labels":[],"label_agreement":null},{"id":"W4393228781","doi":"10.2196/55177","title":"Assessing the Quality and Behavior Change Potential of Vaping Cessation Apps: Systematic Search and Assessment","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Android (operating system); Smoking cessation; mHealth; Behavior change methods; Mobile apps; Popularity; Computer science; Medicine; Psychological intervention; World Wide Web; Psychology; Nursing","score_opus":0.4109399292054679,"score_gpt":0.5807045411400636,"score_spread":0.16976461193459574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393228781","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07699459,0.91725814,0.000041766627,0.00033306945,0.00030210355,0.004962494,0.000035106354,0.000041844658,0.000030862328],"genre_scores_gemma":[0.18297563,0.8153736,0.000066809436,0.000088730674,0.00024195197,0.0010855433,0.00011511665,0.000036164314,0.000016437647],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9966437,0.0007690009,0.0011715285,0.00047222234,0.0006072995,0.00033623097],"domain_scores_gemma":[0.9985447,0.00019097775,0.00058145385,0.0003176335,0.00010036811,0.00026486767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032864555,0.00031264662,0.0016307683,0.0002825859,0.00029202682,0.00016519388,0.00006768589,0.00029802523,0.000005037368],"category_scores_gemma":[0.000028679664,0.00019066935,0.00011200638,0.00029069048,0.00012542612,0.00015584932,0.000082592145,0.000829177,4.7350304e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032516982,0.0000658287,0.0012887055,0.64285463,0.000028012239,0.0000057398474,0.0005784482,6.973577e-9,5.1897587e-7,0.0001761416,0.000006536379,0.35499215],"study_design_scores_gemma":[0.0014039387,0.0007129673,0.5930767,0.3653968,0.028822914,0.00092359213,0.0056173033,0.00023219429,6.0689155e-7,0.00005864354,0.0030914007,0.00066295714],"about_ca_topic_score_codex":0.00042134506,"about_ca_topic_score_gemma":0.000007870643,"teacher_disagreement_score":0.591788,"about_ca_system_score_codex":0.0002295055,"about_ca_system_score_gemma":0.00075757445,"threshold_uncertainty_score":0.77752703},"labels":[],"label_agreement":null},{"id":"W4393229428","doi":"10.2196/49055","title":"Mobile Apps for Common Noncommunicable Disease Management: Systematic Search in App Stores and Evaluation Using the Mobile App Rating Scale","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Medicine; Self-management; Disease management; Psychological intervention; Scale (ratio); Health management system; Weight management; Internet privacy; Obesity; World Wide Web; Computer science; Nursing; Alternative medicine; Weight loss","score_opus":0.21214057721300972,"score_gpt":0.5640431300299698,"score_spread":0.35190255281696003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393229428","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011735377,0.9072069,0.00011057333,0.00023840838,0.0004346647,0.08977881,0.0003785177,0.00017321878,0.0005053677],"genre_scores_gemma":[0.002156552,0.78254396,0.00068979914,0.00057434884,0.00032486374,0.21267146,0.00047538787,0.00015411338,0.00040954244],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98742664,0.0048660734,0.0036544953,0.0012644329,0.00079059455,0.0019977847],"domain_scores_gemma":[0.9925152,0.0026824393,0.0014302357,0.0016599752,0.0002362931,0.0014758522],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013153561,0.00079376035,0.0029019492,0.00075348426,0.0036184199,0.00009822246,0.0006328379,0.00060914207,0.000024282357],"category_scores_gemma":[0.00009250792,0.0005571109,0.000238077,0.0012090364,0.00021685578,0.00016400278,0.00055712415,0.002540662,0.000053883883],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005447538,0.00010920997,0.00006801432,0.72973585,0.000029230208,0.0000015168757,0.0015906156,0.000018334515,1.3500557e-8,0.001576913,0.0012100949,0.26560575],"study_design_scores_gemma":[0.002089761,0.00036850246,0.000109880755,0.21242338,0.00392823,0.000019598972,0.011300122,0.029197691,1.231229e-8,0.0008104984,0.73901266,0.00073964195],"about_ca_topic_score_codex":0.0006992102,"about_ca_topic_score_gemma":0.0006712824,"teacher_disagreement_score":0.73780257,"about_ca_system_score_codex":0.0016728711,"about_ca_system_score_gemma":0.004788225,"threshold_uncertainty_score":0.9997605},"labels":[],"label_agreement":null},{"id":"W4393239195","doi":"10.2196/56196","title":"Implementing Systematic Patient-Reported Measures for Chronic Conditions Through the Naveta Value-Based Telemedicine Initiative: Observational Retrospective Multicenter Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Estatal de Investigación; Indian National Science Academy","keywords":"Medicine; Telemedicine; Observational study; Descriptive statistics; Logistic regression; Health care; Population; Internal medicine; Environmental health; Statistics","score_opus":0.13020985979749747,"score_gpt":0.4362177775252815,"score_spread":0.306007917727784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393239195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96343124,0.0032595615,0.001952231,0.016756669,0.000810003,0.013083939,0.00006258852,0.00017751551,0.000466256],"genre_scores_gemma":[0.9927751,0.000057200876,0.0002497674,0.003861572,0.0004410379,0.0020643158,0.0004091281,0.000030555362,0.00011134369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975805,0.00017876682,0.0008184843,0.00040042555,0.00048295045,0.0005388466],"domain_scores_gemma":[0.99846375,0.00043320216,0.00040636436,0.00027729326,0.0002700403,0.00014936243],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013736986,0.00019840137,0.00041783997,0.00014037569,0.0005976145,0.00007336303,0.00006516976,0.000042342293,0.0000452475],"category_scores_gemma":[0.00029115254,0.00013091449,0.00007863127,0.00039148552,0.00007021613,0.0001741816,0.000026698053,0.00022493355,0.000005741845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076884654,0.0041366727,0.5493121,0.2808508,0.002665174,0.000037853337,0.066617616,0.00007687188,0.0001307484,0.021896243,0.06270976,0.010797307],"study_design_scores_gemma":[0.005321322,0.0040194876,0.93957937,0.0056197676,0.0024283484,0.0000069558428,0.018394921,0.017088704,0.000019486613,0.0012496088,0.0060036457,0.00026836398],"about_ca_topic_score_codex":0.00011221098,"about_ca_topic_score_gemma":0.00008887235,"teacher_disagreement_score":0.39026728,"about_ca_system_score_codex":0.0004688984,"about_ca_system_score_gemma":0.00076839875,"threshold_uncertainty_score":0.53385377},"labels":[],"label_agreement":null},{"id":"W4393242741","doi":"10.2196/50851","title":"Understanding Patient Perspectives on the Use of Gamification and Incentives in mHealth Apps to Improve Medication Adherence: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Incentive; Qualitative research; Medication adherence; Psychology; Internet privacy; Medicine; Computer science; Psychological intervention; Nursing; Sociology","score_opus":0.34550402705764094,"score_gpt":0.4767549007577318,"score_spread":0.13125087370009086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393242741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979756,0.0015091816,0.0011898546,0.014743089,0.00012096499,0.0024542315,0.000017225111,0.00003301617,0.0001764325],"genre_scores_gemma":[0.9965258,0.001760737,0.00017862853,0.0010618398,0.000042661282,0.00031470013,0.000009289219,0.00001127536,0.0000950169],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99798924,0.00039419628,0.0005151462,0.0004619786,0.0003899801,0.00024943784],"domain_scores_gemma":[0.99858576,0.0005930549,0.00018533763,0.0002538374,0.00008251354,0.00029947254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010864403,0.00013678314,0.00027217358,0.00024619355,0.00013295878,0.000028986604,0.00005641627,0.000054545173,0.00003355206],"category_scores_gemma":[0.0002468247,0.00009345137,0.000018743156,0.0005104662,0.0001473777,0.00011084463,0.000024983778,0.0003227401,0.000013981169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000992884,0.0012692473,0.008419442,0.0027958732,0.000051194485,0.0000058279197,0.8617007,0.0000028755467,0.00017355681,0.07073779,0.0037643453,0.050086226],"study_design_scores_gemma":[0.0010815955,0.005196639,0.19837289,0.0014871514,0.000052504423,0.0000053261783,0.7892494,0.0018966622,0.00002242409,0.0015800752,0.0008985044,0.00015677775],"about_ca_topic_score_codex":0.00028038648,"about_ca_topic_score_gemma":0.000046636404,"teacher_disagreement_score":0.18995345,"about_ca_system_score_codex":0.00032228447,"about_ca_system_score_gemma":0.0004841806,"threshold_uncertainty_score":0.3810836},"labels":[],"label_agreement":null},{"id":"W4393556424","doi":"10.2196/58507","title":"Correction: Mobile App Intervention of a Randomized Controlled Trial for Patients With Obesity and Those Who Are Overweight in General Practice: User Engagement Analysis Quantitative Study","year":2024,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; Randomized controlled trial; Intervention (counseling); Mobile apps; mHealth; Computer science; Medicine; Obesity; Psychology; Psychological intervention; World Wide Web; Nursing; Internal medicine","score_opus":0.04574754319564656,"score_gpt":0.4714246350031406,"score_spread":0.425677091807494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393556424","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5233234,0.03686879,0.0015715021,0.0026049013,0.034178343,0.3969006,0.0017302542,0.00031065368,0.00251157],"genre_scores_gemma":[0.18150002,0.06013802,0.0022255797,0.002939895,0.0035285964,0.6699385,0.0039685583,0.00036581096,0.07539501],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.984389,0.0073814527,0.0047177756,0.0014518534,0.0008600233,0.00119988],"domain_scores_gemma":[0.98471034,0.0067562833,0.005748034,0.00068751845,0.0012557781,0.00084206776],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0125067895,0.00075267366,0.0064217355,0.0015630359,0.0012135147,0.00004831769,0.00020434408,0.00081367325,0.00007104648],"category_scores_gemma":[0.0018573264,0.0005531037,0.0005423893,0.0013953267,0.00019001702,0.00023936559,0.00016084933,0.0030715137,0.0000063775024],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.79899836,0.005065736,0.010187509,0.016585598,0.0013657861,0.0000027513931,0.007389546,0.00000969112,1.081777e-8,0.0010566179,0.15747292,0.0018654796],"study_design_scores_gemma":[0.86169845,0.0069413777,0.026352182,0.0030782525,0.007101539,4.939803e-7,0.00913401,0.002391754,1.9728743e-8,0.0001605129,0.08269044,0.00045096592],"about_ca_topic_score_codex":0.003206134,"about_ca_topic_score_gemma":0.006927529,"teacher_disagreement_score":0.3418234,"about_ca_system_score_codex":0.00073164096,"about_ca_system_score_gemma":0.0034852026,"threshold_uncertainty_score":0.999692},"labels":[],"label_agreement":null},{"id":"W4394580673","doi":"10.2196/58810","title":"Correction: Mobile Apps for COVID-19 Detection and Diagnosis for Future Pandemic Control: Multidimensional Systematic Review","year":2024,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"COVID-19 diagnosis using AI","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Computer science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Data science; Medicine; Virology; Disease; Outbreak","score_opus":0.04690555506853309,"score_gpt":0.4089395527260607,"score_spread":0.3620339976575276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394580673","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002808517,0.8431961,0.0015842005,0.071251445,0.04053518,0.041279748,0.0012479963,0.00060327485,0.00002118796],"genre_scores_gemma":[0.0025950316,0.6631224,0.0004634979,0.2343302,0.008754448,0.07547726,0.0015989684,0.0003317336,0.013326459],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99561316,0.00029800556,0.0014897726,0.0013035081,0.00050063356,0.0007948985],"domain_scores_gemma":[0.9932764,0.0034718502,0.0008899892,0.000561134,0.00036804727,0.0014325479],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022888698,0.0006936606,0.0027240713,0.00043625367,0.000675808,0.0000591204,0.00009975967,0.00095808634,0.000021376718],"category_scores_gemma":[0.0021994244,0.0005672865,0.00038259965,0.00037433775,0.0001090629,0.00007334966,0.000048738093,0.0013176288,0.000009760382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024169184,0.000081011916,0.00004724694,0.5010091,0.00008389666,0.0000044635794,0.00015166416,0.000001163957,5.658789e-7,0.000012650761,0.4965337,0.0018328797],"study_design_scores_gemma":[0.0032015773,0.0020147858,0.00019711604,0.15826513,0.005264687,0.0003795857,0.00020067813,0.0035477378,7.689676e-7,0.00007321818,0.826423,0.00043172986],"about_ca_topic_score_codex":0.00024543566,"about_ca_topic_score_gemma":0.00042858763,"teacher_disagreement_score":0.34274396,"about_ca_system_score_codex":0.0014391108,"about_ca_system_score_gemma":0.0038074094,"threshold_uncertainty_score":0.99967784},"labels":[],"label_agreement":null},{"id":"W4394603475","doi":"10.2196/55509","title":"Effectiveness and Implementation of a Text Messaging mHealth Intervention to Prevent Childhood Obesity in Mexico in the COVID-19 Context: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Context (archaeology); Intervention (counseling); Population; Childhood obesity; Medicine; Short Message Service; Gerontology; Psychology; Obesity; Environmental health; Nursing; Geography; Computer science; Overweight","score_opus":0.06837751840738361,"score_gpt":0.5562571400517529,"score_spread":0.48787962164436927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394603475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587624,0.005282562,0.0021275925,0.012574654,0.00041149117,0.02056883,0.0000867209,0.0000932964,0.0000924394],"genre_scores_gemma":[0.9749925,0.0015904759,0.00046488643,0.0055167363,0.0000836427,0.017256094,0.000042590178,0.000040040813,0.0000129965965],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9850989,0.010101645,0.0022110404,0.000970778,0.0004080897,0.0012095628],"domain_scores_gemma":[0.9946029,0.0031472892,0.0005132581,0.0005117377,0.000090247035,0.0011345409],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.022595683,0.00034724062,0.00086404645,0.000853703,0.0008843497,0.000029918972,0.00025940762,0.00020857909,0.000058171194],"category_scores_gemma":[0.00031939682,0.00027934363,0.00006868948,0.0015004564,0.000075194905,0.0001854447,0.00017614335,0.0012526301,0.0000103488765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038356913,0.0031050895,0.35616285,0.04193755,0.000029859544,0.000010626578,0.10375289,0.000010484985,0.000012744363,0.021284072,0.0016366777,0.4716736],"study_design_scores_gemma":[0.0031635263,0.0010253611,0.9220276,0.0007907873,0.00005167427,0.000011029355,0.065042995,0.00012296368,0.0000059875606,0.0018802795,0.0057036416,0.0001741617],"about_ca_topic_score_codex":0.020002112,"about_ca_topic_score_gemma":0.032887813,"teacher_disagreement_score":0.56586474,"about_ca_system_score_codex":0.0009957297,"about_ca_system_score_gemma":0.002907032,"threshold_uncertainty_score":0.99996585},"labels":[],"label_agreement":null},{"id":"W4394615234","doi":"10.2196/54946","title":"Engagement in mHealth-Prompted Self-Measured Blood Pressure Monitoring Among Participants Recruited From a Safety-Net Emergency Department: Secondary Analysis of the Reach Out Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"mHealth; Emergency department; Medicine; Blood pressure; Medical emergency; Emergency medicine; Psychological intervention; Nursing; Internal medicine","score_opus":0.13070987366794756,"score_gpt":0.45494114991237106,"score_spread":0.3242312762444235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394615234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95714414,0.019015636,0.00003511102,0.0030432336,0.003558155,0.014432853,0.0012829702,0.00039123505,0.0010966773],"genre_scores_gemma":[0.9713306,0.012290335,0.00030118175,0.00058129634,0.0009091812,0.01351671,0.00042178374,0.00008946384,0.00055945927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98708296,0.0039484906,0.0042183143,0.0014179493,0.0009325711,0.0023997237],"domain_scores_gemma":[0.99399346,0.0013261733,0.0013604091,0.0014019599,0.00025837263,0.001659597],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006149382,0.0005778919,0.0015774912,0.0011321123,0.0018294086,0.00003153091,0.00053787336,0.00067341415,0.00072514475],"category_scores_gemma":[0.00034306466,0.000466772,0.00028849364,0.0032739362,0.00011576534,0.00023606731,0.0002461004,0.002967377,0.000032799984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009631498,0.0021053285,0.8852234,0.021319613,0.0024508915,0.000015762325,0.04060504,0.00009766701,0.00007198406,0.0021915613,0.0054231836,0.030864077],"study_design_scores_gemma":[0.012378991,0.0003975438,0.91223556,0.00087149296,0.00442233,5.597664e-7,0.0011428437,0.0025055376,0.000009214598,0.00034404607,0.06533568,0.0003561712],"about_ca_topic_score_codex":0.005182987,"about_ca_topic_score_gemma":0.006757228,"teacher_disagreement_score":0.059912503,"about_ca_system_score_codex":0.00047728253,"about_ca_system_score_gemma":0.0048544207,"threshold_uncertainty_score":0.9997784},"labels":[],"label_agreement":null},{"id":"W4394715416","doi":"10.2196/49751","title":"Users' Acceptability and Perceived Efficacy of mHealth for Opioid Use Disorder: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"mHealth; Psychological intervention; Opioid use disorder; Internet privacy; Opioid overdose; Medicine; Telemedicine; Health care; Wearable computer; Psychology; Applied psychology; Nursing; Computer science; Opioid","score_opus":0.05998842842378508,"score_gpt":0.4225367695243935,"score_spread":0.3625483411006084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394715416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7914358,0.19520567,0.00008643109,0.006514535,0.00018947663,0.0062959623,0.00010896794,0.00012134134,0.00004184214],"genre_scores_gemma":[0.710323,0.28440455,0.0022420422,0.0022131717,0.00011234225,0.00042362028,0.00015085879,0.000056290934,0.00007418736],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99735135,0.00013129089,0.0008924174,0.0007353161,0.00026400495,0.0006256158],"domain_scores_gemma":[0.9979056,0.000640037,0.00017547802,0.00047379092,0.000114145245,0.00069091475],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006711982,0.00031173648,0.0009987153,0.00016354444,0.00021368887,0.000039147646,0.000068917616,0.00012624242,0.000062571744],"category_scores_gemma":[0.0002663601,0.00025206423,0.00014024781,0.0003056157,0.00014093431,0.00018537142,0.000052532017,0.00027280892,0.0000045945512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007462143,0.00094762596,0.095332645,0.67514986,0.00008844272,0.0000071038753,0.004595511,5.7575573e-7,0.00001742829,0.0006386992,0.0016763792,0.22079952],"study_design_scores_gemma":[0.0039065196,0.0020872708,0.94394094,0.042928748,0.0006992334,0.000039022852,0.00043541298,0.00031557592,0.0000082126535,0.000120667486,0.005245195,0.00027320776],"about_ca_topic_score_codex":0.0005563746,"about_ca_topic_score_gemma":0.00013473886,"teacher_disagreement_score":0.8486083,"about_ca_system_score_codex":0.00016716418,"about_ca_system_score_gemma":0.0016317448,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W4394847336","doi":"10.2196/49509","title":"mHealth-Based Gamification Interventions Among Men Who Have Sex With Men in the HIV Prevention and Care Continuum: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Men who have sex with men; Medicine; mHealth; Randomized controlled trial; Meta-analysis; Systematic review; Scopus; Family medicine; MEDLINE; Cochrane Library; Human immunodeficiency virus (HIV); Nursing; Internal medicine","score_opus":0.1430813297167794,"score_gpt":0.4798398388353636,"score_spread":0.3367585091185842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394847336","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019690295,0.9823071,0.0002793794,0.0030958906,0.000004306603,0.012349241,0.0003857452,0.000040064937,0.0015185995],"genre_scores_gemma":[0.0005663616,0.97388166,0.00006482207,0.0002745279,0.000036805886,0.0056945733,0.0012416481,0.00005497985,0.01818463],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9931823,0.0025109008,0.0022112923,0.0009077852,0.00058497814,0.0006027523],"domain_scores_gemma":[0.99700737,0.00029578223,0.0010265751,0.0008478555,0.00021152305,0.0006109031],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036858341,0.0005721728,0.0057528736,0.0010511335,0.00028497344,0.00015881518,0.00020695775,0.00023657863,0.00007516446],"category_scores_gemma":[0.00014272367,0.00030478436,0.0012315991,0.0012413316,0.0002035782,0.0001356639,0.00006340896,0.0010590603,0.000012705316],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013371924,0.00012507565,0.00007520101,0.9734974,0.007658989,0.000011973334,0.00061348715,5.8235152e-8,3.5221521e-9,0.00008325376,0.010237501,0.0076836757],"study_design_scores_gemma":[0.0006459335,0.0019500116,0.00048303182,0.2303407,0.7509742,0.00008949106,0.002015957,0.000624036,2.234171e-8,0.000020965654,0.012544495,0.00031114835],"about_ca_topic_score_codex":0.00054237415,"about_ca_topic_score_gemma":0.0024100428,"teacher_disagreement_score":0.7433152,"about_ca_system_score_codex":0.00028590692,"about_ca_system_score_gemma":0.000723702,"threshold_uncertainty_score":0.99994045},"labels":[],"label_agreement":null},{"id":"W4394873395","doi":"10.2196/59587","title":"Data Preprocessing Techniques for AI and Machine Learning Readiness: Scoping Review of Wearable Sensor Data in Cancer Care","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Preprint; Wearable computer; Computer science; Preprocessor; Artificial intelligence; Data pre-processing; Machine learning; Human–computer interaction; Embedded system; World Wide Web","score_opus":0.4026222365959783,"score_gpt":0.5828743388677624,"score_spread":0.18025210227178412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394873395","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04374769,0.9326329,0.00083886686,0.019126408,0.0002169558,0.0029487722,0.0002968336,0.00010329737,0.00008827638],"genre_scores_gemma":[0.35776106,0.63432485,0.0031613677,0.002956329,0.00044897528,0.00023617812,0.000989416,0.000036776313,0.0000850637],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9982793,0.000070381844,0.0006415249,0.0005713276,0.00013637432,0.00030113754],"domain_scores_gemma":[0.99881864,0.0001922256,0.00013884332,0.0005225912,0.00014952093,0.00017815753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013510669,0.00011885491,0.00040917762,0.00014301695,0.00014242007,0.000026148611,0.000118647295,0.00008463078,0.000013849117],"category_scores_gemma":[0.00039832635,0.00010178813,0.000011757324,0.00029586596,0.000053022224,0.00029474296,0.00010236358,0.0003364045,6.1860095e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007150841,0.000025038795,0.013019189,0.4573998,0.0000042393735,0.000001807819,0.0013182244,4.5254004e-7,0.00001828023,0.0000166364,0.0005495711,0.52757525],"study_design_scores_gemma":[0.00021994919,0.0008967696,0.00275784,0.92822933,0.00031525752,0.00008941942,0.0036156399,0.0372216,0.0007848318,0.00023331544,0.025252625,0.0003834259],"about_ca_topic_score_codex":0.00446662,"about_ca_topic_score_gemma":0.0015572531,"teacher_disagreement_score":0.5271918,"about_ca_system_score_codex":0.000090683076,"about_ca_system_score_gemma":0.0018794095,"threshold_uncertainty_score":0.6752223},"labels":[],"label_agreement":null},{"id":"W4394999370","doi":"10.2196/48756","title":"Effectiveness of an Interactive mHealth App (EVITE) in Improving Lifestyle After a Coronary Event: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición","keywords":"mHealth; Medicine; Randomized controlled trial; Coronary heart disease; Physical therapy; Intervention (counseling); Mediterranean diet; Quality of life (healthcare); Gerontology; Psychological intervention; Internal medicine; Nursing","score_opus":0.022904183036753643,"score_gpt":0.4367834923196932,"score_spread":0.4138793092829396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394999370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9340146,0.010537257,0.00069715007,0.001314816,0.002404674,0.049849443,0.00013573929,0.00034252755,0.0007037856],"genre_scores_gemma":[0.9074251,0.0036959841,0.00038368936,0.0014528242,0.0006805862,0.0859678,0.00012937532,0.0001080137,0.00015662142],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98161185,0.010293119,0.004206454,0.001327737,0.00059791794,0.0019629486],"domain_scores_gemma":[0.98446,0.011421251,0.0012960434,0.00075589935,0.0002869875,0.001779801],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01852233,0.0006335601,0.003706877,0.0010336569,0.0007187727,0.00003308022,0.00028991737,0.0006474488,0.00018091298],"category_scores_gemma":[0.0008987109,0.0005053991,0.00036263835,0.00093356456,0.00029146674,0.0004316733,0.00014558372,0.0023596543,0.00007128535],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9168034,0.000528408,0.0016419452,0.037788756,0.000057299494,0.000025665806,0.0034092143,0.0000051710736,0.000019375937,0.0070092655,0.000095809206,0.032615658],"study_design_scores_gemma":[0.9522539,0.0019659866,0.027208433,0.0040149633,0.00029043728,0.000022659668,0.0012776337,0.006994254,0.000004802536,0.0035524087,0.0019513838,0.00046315405],"about_ca_topic_score_codex":0.0035572026,"about_ca_topic_score_gemma":0.0009080076,"teacher_disagreement_score":0.03611836,"about_ca_system_score_codex":0.0009471446,"about_ca_system_score_gemma":0.0071334536,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W4395018394","doi":"10.2196/55578","title":"Effectiveness of Mobile-Based Progressive and Fixed Physical Activity on Depression, Stress, Anxiety, and Quality of Life Outcomes Among Adults in South Korea: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Anxiety; Preprint; Quality of life (healthcare); Depression (economics); mHealth; Psychology; Clinical psychology; Gerontology; Physical therapy; Medicine; Psychotherapist; Psychiatry; Computer science; Psychological intervention; World Wide Web","score_opus":0.03596429900330009,"score_gpt":0.4351153355509924,"score_spread":0.39915103654769235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395018394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986497,0.0020085373,0.000018576011,0.00016187213,0.0004624055,0.010371016,0.00028912278,0.000047951784,0.00014351677],"genre_scores_gemma":[0.9960011,0.000035413406,0.0000135002,0.00004951796,0.00004869257,0.0037875753,0.000021552669,0.000025026658,0.000017610824],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9947256,0.002813025,0.0011072984,0.00062404625,0.00030811736,0.00042194859],"domain_scores_gemma":[0.994028,0.0044926396,0.00073843764,0.00026099,0.000069211645,0.0004107294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026128802,0.00029762156,0.0023442407,0.00025410828,0.000081923215,0.000028401157,0.00007988278,0.00017753053,0.000008714081],"category_scores_gemma":[0.00041903756,0.0002083777,0.0002480245,0.00021243925,0.00047258355,0.00012283896,0.00005170024,0.000378959,0.0000010105665],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.85565126,0.0031357312,0.11045799,0.014095866,0.00011994459,0.0000033453045,0.0020165804,0.0000027945707,0.000003057725,0.0015541309,0.000007829572,0.012951446],"study_design_scores_gemma":[0.5039477,0.0015634994,0.49154449,0.0018948703,0.000061816354,5.4728525e-7,0.00022693278,0.0003600535,0.000058501602,0.00022583631,7.6689145e-7,0.00011503536],"about_ca_topic_score_codex":0.0010618448,"about_ca_topic_score_gemma":0.0000984633,"teacher_disagreement_score":0.3810865,"about_ca_system_score_codex":0.000066600136,"about_ca_system_score_gemma":0.0002722746,"threshold_uncertainty_score":0.8497396},"labels":[],"label_agreement":null},{"id":"W4395019247","doi":"10.2196/49393","title":"The Impact of User Engagement With Exposure Components on Posttraumatic Stress Symptoms in an mHealth Mobile App: Secondary Analysis of a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Posttraumatic stress; Randomized controlled trial; Mobile apps; Psychology; Clinical psychology; Medicine; Psychological intervention; Computer science; Psychiatry; World Wide Web","score_opus":0.0491668896453283,"score_gpt":0.44024696968175386,"score_spread":0.3910800800364256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395019247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98471487,0.002989147,0.000019669309,0.00030610914,0.00058079703,0.0100220535,0.0004497571,0.00005616726,0.00086145516],"genre_scores_gemma":[0.99625105,0.00012520037,0.000022904218,0.00012528499,0.000055126202,0.003034495,0.00016393093,0.00003726114,0.00018472502],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9930811,0.0026720546,0.0025091595,0.0005356552,0.00047931122,0.0007227338],"domain_scores_gemma":[0.9955412,0.002351277,0.00094886986,0.00058992783,0.000095353855,0.00047334374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004466028,0.0003434328,0.0024754533,0.0009364717,0.00019983329,0.000070257855,0.00024742322,0.0001332365,0.00016730923],"category_scores_gemma":[0.000044527573,0.00019519053,0.0006278238,0.0009823089,0.00026940464,0.0001593609,0.00003467454,0.00058279285,0.000006400258],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9607684,0.004361285,0.0035010441,0.002224648,0.002907455,0.0000122430665,0.0066033443,0.00021172795,0.00000197442,0.00438091,0.00014270745,0.014884281],"study_design_scores_gemma":[0.8200788,0.024484226,0.14789423,0.001034695,0.0014690061,0.000006096468,0.0019271398,0.0025423004,0.0000030033696,0.00028510342,0.000034064502,0.00024136575],"about_ca_topic_score_codex":0.0019313353,"about_ca_topic_score_gemma":0.0007773381,"teacher_disagreement_score":0.14439319,"about_ca_system_score_codex":0.00029869354,"about_ca_system_score_gemma":0.0006137517,"threshold_uncertainty_score":0.7959639},"labels":[],"label_agreement":null},{"id":"W4395098963","doi":"10.2196/55548","title":"Remote Inclusion of Vulnerable Users in mHealth Intervention Design: Retrospective Case Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; Queensland University of Technology; Universitetet i Stavanger; Children's Hospital Foundation","keywords":"mHealth; Intervention (counseling); Inclusion (mineral); Computer science; Internet privacy; Medicine; Psychological intervention; Psychology; Medical emergency; Nursing; Social psychology","score_opus":0.08249047542893383,"score_gpt":0.48490136585990984,"score_spread":0.402410890430976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395098963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93788135,0.013963411,0.027491262,0.007830321,0.0012153406,0.009116979,0.00025084591,0.00044000178,0.0018105055],"genre_scores_gemma":[0.9844341,0.007974434,0.0034043354,0.0016489014,0.0002894768,0.0015424719,0.00011294889,0.00006739784,0.00052591995],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9912138,0.0027246326,0.002742223,0.0011310285,0.00053107674,0.0016572403],"domain_scores_gemma":[0.9953632,0.0014603928,0.0008316798,0.0007453811,0.00028811503,0.0013112763],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009177513,0.000407386,0.0012203433,0.0019326739,0.0025139619,0.000020789774,0.00023142542,0.00053982355,0.0002975821],"category_scores_gemma":[0.00029548164,0.00038035412,0.00020280463,0.004213013,0.0001440423,0.00029126884,0.00034815806,0.00236954,0.000051999225],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002850005,0.0014588027,0.20408322,0.09292316,0.00045133065,0.0008088423,0.05339696,0.0006131125,0.000094252995,0.04888556,0.018016167,0.5764186],"study_design_scores_gemma":[0.011886389,0.0044439603,0.64084333,0.0074126213,0.0024410018,0.00052547606,0.014976466,0.20795298,0.000047820304,0.03478173,0.07275192,0.0019363066],"about_ca_topic_score_codex":0.018307341,"about_ca_topic_score_gemma":0.008305775,"teacher_disagreement_score":0.57448226,"about_ca_system_score_codex":0.0016111508,"about_ca_system_score_gemma":0.0025695087,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W4395099628","doi":"10.2196/53652","title":"Acceptability, Effectiveness, and Roles of mHealth Applications in Supporting Cancer Pain Self-Management: Integrative Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Self-management; Pain management; Psychology; Medicine; Computer science; Psychological intervention; Physical therapy; Psychiatry; Artificial intelligence","score_opus":0.043530289094350284,"score_gpt":0.45274206884133655,"score_spread":0.40921177974698625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395099628","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028466692,0.98775136,0.000049373004,0.00064257527,0.000071819464,0.010429269,0.00008048282,0.00010101419,0.0005894574],"genre_scores_gemma":[0.00068622275,0.994087,0.0003554818,0.0007060624,0.00012104072,0.0036862444,0.00020724985,0.00006620663,0.000084502324],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954526,0.0010573613,0.0016033027,0.00093705434,0.00030613106,0.0006435406],"domain_scores_gemma":[0.99759966,0.00058949605,0.00080469187,0.0005001569,0.000076692115,0.00042928394],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005079046,0.0005832624,0.0030610445,0.0005925629,0.00012592149,0.000023792885,0.00017359306,0.0002293813,0.000030033532],"category_scores_gemma":[0.00010088583,0.0004097287,0.00022998755,0.0011964266,0.00011580203,0.00007409396,0.00019517032,0.0008605999,0.0000056145363],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011096943,0.000100035024,0.0020332392,0.4997154,0.00007794216,0.0000058262067,0.00020192564,1.2837052e-8,4.5671347e-9,0.0007606336,0.0005435942,0.4965503],"study_design_scores_gemma":[0.0005600707,0.00025386692,0.01299738,0.18482204,0.004370992,0.000004558488,0.00036193882,0.000032415614,4.809442e-8,0.00037803923,0.795888,0.00033062886],"about_ca_topic_score_codex":0.00021849576,"about_ca_topic_score_gemma":0.0002360594,"teacher_disagreement_score":0.7953444,"about_ca_system_score_codex":0.00049482397,"about_ca_system_score_gemma":0.0010000031,"threshold_uncertainty_score":0.99983543},"labels":[],"label_agreement":null},{"id":"W4395099984","doi":"10.2196/50186","title":"mHealth Apps for Dementia, Alzheimer Disease, and Other Neurocognitive Disorders: Systematic Search and Environmental Scan","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto East General Hospital; York University","funders":"","keywords":"Dementia; mHealth; Neurocognitive; Disease; Medicine; Alzheimer's disease; Psychiatry; Psychology; Cognition; Psychological intervention; Pathology","score_opus":0.1526690969842036,"score_gpt":0.4986943073964625,"score_spread":0.34602521041225887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395099984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024290643,0.9473868,0.0001213629,0.0012858209,0.00059466955,0.04597585,0.0039562504,0.00021485022,0.0002214678],"genre_scores_gemma":[0.0015590488,0.92798996,0.00020476323,0.0042763404,0.0007003022,0.06378321,0.0008270223,0.00033191472,0.00032741632],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98934805,0.0021290986,0.003211015,0.0020979077,0.0005744104,0.0026395372],"domain_scores_gemma":[0.9915142,0.0020771064,0.0011687616,0.0008446386,0.00007077061,0.004324519],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0029308677,0.0011872265,0.003365973,0.0007197802,0.003014973,0.00008233583,0.00031415734,0.00080754963,0.00006268682],"category_scores_gemma":[0.00010584938,0.0009553891,0.00027415733,0.00047132772,0.00041297308,0.00015576462,0.00037787558,0.0022432508,0.00015968386],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085626474,0.00012670345,0.00031274653,0.67974347,0.0001631301,0.0000018729837,0.0006434735,5.1959496e-8,1.2074137e-8,0.003778277,0.002272877,0.31287178],"study_design_scores_gemma":[0.0014307258,0.0004905416,0.0006314783,0.06563783,0.008814054,0.000028984448,0.0013401947,0.0003004925,6.408676e-9,0.0010993335,0.919438,0.00078835187],"about_ca_topic_score_codex":0.00054810115,"about_ca_topic_score_gemma":0.00040234704,"teacher_disagreement_score":0.91716516,"about_ca_system_score_codex":0.0004294926,"about_ca_system_score_gemma":0.004255168,"threshold_uncertainty_score":0.9992897},"labels":[],"label_agreement":null},{"id":"W4395100064","doi":"10.2196/51478","title":"Effectiveness of mHealth App–Based Interventions for Increasing Physical Activity and Improving Physical Fitness in Children and Adolescents: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department of Science and Technology of Sichuan Province","keywords":"mHealth; Psychological intervention; Meta-analysis; Cochrane Library; Randomized controlled trial; Medicine; Behavior change methods; Systematic review; Population; MEDLINE; Physical therapy; Gerontology; Environmental health; Psychiatry; Internal medicine","score_opus":0.12773766389834781,"score_gpt":0.5239802498632441,"score_spread":0.39624258596489625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395100064","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008272616,0.9492146,0.00034679196,0.00042899925,0.00006621547,0.039891202,0.0016771848,0.00009715433,0.000005229044],"genre_scores_gemma":[0.05596279,0.90553135,0.00016218144,0.00044673393,0.000117093485,0.037311446,0.0003289386,0.00011963854,0.000019844449],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98744506,0.0063585723,0.0027555684,0.0017186843,0.00038302504,0.0013390821],"domain_scores_gemma":[0.9905248,0.0043520066,0.002688833,0.0008669759,0.00022375345,0.0013436105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0078047877,0.0010005597,0.012343476,0.0011173317,0.00090686,0.000039518753,0.0002518597,0.00054537604,0.0000039875927],"category_scores_gemma":[0.00055478973,0.00073408976,0.0012618616,0.0016186701,0.0002660723,0.0001771193,0.00028229458,0.0019800903,0.0000035673356],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007803741,0.00041816133,0.00023461302,0.9769854,0.0025606342,5.33471e-7,0.00014179427,1.8716212e-7,1.2081456e-7,0.0005852347,0.00003137504,0.01896394],"study_design_scores_gemma":[0.0017196097,0.0005341244,0.012251422,0.3699426,0.6132602,0.000027582066,0.000076486045,0.0007057755,1.0666791e-7,0.00026912324,0.0004500363,0.0007629523],"about_ca_topic_score_codex":0.0017909887,"about_ca_topic_score_gemma":0.0002477768,"teacher_disagreement_score":0.61069953,"about_ca_system_score_codex":0.00046605433,"about_ca_system_score_gemma":0.0022194942,"threshold_uncertainty_score":0.999511},"labels":[],"label_agreement":null},{"id":"W4395462675","doi":"10.2196/44463","title":"Effects of a Planned Web-Based Educational Intervention Based on the Health Belief Model for Patients With Ischemic Stroke in Promoting Secondary Prevention During the COVID-19 Lockdown in China: Quasi-Experimental Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"People's Government of Jilin Province","keywords":"Intervention (counseling); Stroke (engine); Medicine; Health belief model; Theory of planned behavior; Coronavirus disease 2019 (COVID-19); Ischemic stroke; Telemedicine; Medical education; Health education; Psychology; Family medicine; Physical therapy; Health care; Nursing; Public health; Control (management); Computer science; Psychiatry","score_opus":0.017316190648460662,"score_gpt":0.3490572876340993,"score_spread":0.33174109698563864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395462675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793824,0.0005168059,0.0005199427,0.010964433,0.00007573803,0.008400107,0.00006304134,0.000033357628,0.000044204022],"genre_scores_gemma":[0.99608034,0.0000102986,0.00023337196,0.0015003013,0.000046400564,0.0018605902,0.000136818,0.000030090468,0.00010180657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791914,0.00025035592,0.00061900984,0.00044050548,0.00037927943,0.00039169024],"domain_scores_gemma":[0.9989,0.0003718575,0.00027862345,0.00022747158,0.00002811916,0.0001939159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001236475,0.00021139022,0.00034606506,0.0003167573,0.00018355607,0.00001965914,0.000102864295,0.000051505598,0.000011942157],"category_scores_gemma":[0.000098580225,0.00013359696,0.00006782736,0.00027743724,0.000050579234,0.000066068824,0.00003598036,0.0003985373,4.984934e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026891857,0.069848135,0.7117955,0.130045,0.00027505058,0.000020562084,0.035774186,0.0020038188,0.00045493737,0.00029550283,0.013428383,0.009167055],"study_design_scores_gemma":[0.032733828,0.028696267,0.5871749,0.0040684063,0.00011722841,0.000005458223,0.0024518075,0.3438962,0.00037076877,0.000026443537,0.00017950428,0.00027920425],"about_ca_topic_score_codex":0.00021889036,"about_ca_topic_score_gemma":0.00022149463,"teacher_disagreement_score":0.3418924,"about_ca_system_score_codex":0.00087824167,"about_ca_system_score_gemma":0.0016986689,"threshold_uncertainty_score":0.5447926},"labels":[],"label_agreement":null},{"id":"W4395472205","doi":"10.2196/50745","title":"Feasibility, Acceptability, Satisfaction, and Challenges of an mHealth App (e-ASCov) for Community-Based COVID-19 Screening by Community Health Workers in Rwanda: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Rwanda Biomedical Centre","keywords":"mHealth; Coronavirus disease 2019 (COVID-19); Telemedicine; Community health; Psychology; Medicine; Health care; Public health; Nursing; Psychological intervention; Political science","score_opus":0.2820371489995798,"score_gpt":0.5702140798326389,"score_spread":0.2881769308330591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395472205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9003436,0.021619024,0.01526167,0.03400085,0.0007514777,0.025994437,0.0012578391,0.00065352,0.00011756774],"genre_scores_gemma":[0.9479457,0.007827599,0.020268572,0.010392561,0.0001784832,0.012659695,0.0005576115,0.00014567851,0.000024101275],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9622215,0.029724536,0.0037639237,0.0013514011,0.00060095097,0.0023377065],"domain_scores_gemma":[0.97911227,0.012958297,0.0012816408,0.0019479844,0.00039945915,0.0043003755],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0489392,0.0007432526,0.002083151,0.00093471404,0.0068425285,0.000060055227,0.0005543205,0.0006692059,0.000051700314],"category_scores_gemma":[0.0014367142,0.00073190423,0.00012539036,0.0014936924,0.00055222143,0.00043499935,0.00034945615,0.005180362,0.0000035661408],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015199151,0.002384548,0.36459187,0.103797406,0.00003783672,0.0000010078314,0.027213003,0.000026375288,0.000004835842,0.0022567336,0.0044329404,0.49373356],"study_design_scores_gemma":[0.0077517373,0.0046841935,0.8359793,0.0007788435,0.000094359064,0.000008457896,0.10915655,0.001559143,0.0000017987278,0.0037187843,0.03575588,0.0005109423],"about_ca_topic_score_codex":0.12526484,"about_ca_topic_score_gemma":0.18033186,"teacher_disagreement_score":0.4932226,"about_ca_system_score_codex":0.0019426111,"about_ca_system_score_gemma":0.013195379,"threshold_uncertainty_score":0.9995132},"labels":[],"label_agreement":null},{"id":"W4395665474","doi":"10.2196/59530","title":"Table Correction: A Smartphone Food Record App Developed for the Dutch National Food Consumption Survey: Relative Validity Study","year":2024,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Food consumption; Smartphone app; Table (database); Consumption (sociology); Computer science; Psychology; Internet privacy; Database; Agricultural economics","score_opus":0.21106658297742253,"score_gpt":0.41549377069294996,"score_spread":0.20442718771552743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395665474","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15582643,0.24114668,0.0034048774,0.082458116,0.3765048,0.0771181,0.030978872,0.0018152349,0.030746879],"genre_scores_gemma":[0.4555653,0.10659081,0.0017214117,0.012561084,0.030090377,0.016953195,0.021298736,0.00060734,0.35461175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99649835,0.00032141118,0.0008745047,0.00084862026,0.0008155699,0.00064157153],"domain_scores_gemma":[0.99631894,0.0016209978,0.00043747906,0.00026004657,0.0009855757,0.0003769756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002564101,0.0004601919,0.0009570458,0.0001999973,0.0012618337,0.0000724794,0.000110981004,0.00042457238,0.00006505426],"category_scores_gemma":[0.00060554995,0.000335509,0.00014427322,0.0005656107,0.00012618735,0.000084491665,0.000106619686,0.0015329999,0.000038227805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014321948,0.0006462556,0.012430693,0.004220759,0.00042997382,0.0000028063075,0.00041050412,2.472428e-7,4.1972882e-8,0.00027320045,0.9781388,0.002014513],"study_design_scores_gemma":[0.002839464,0.0065361112,0.37513682,0.0005108802,0.00047334033,0.000043654974,0.00057988527,0.00013117898,2.0996403e-7,0.0011306407,0.6123321,0.00028567764],"about_ca_topic_score_codex":0.00069020514,"about_ca_topic_score_gemma":0.0101091415,"teacher_disagreement_score":0.3658067,"about_ca_system_score_codex":0.0006140723,"about_ca_system_score_gemma":0.0031522505,"threshold_uncertainty_score":0.9999097},"labels":[],"label_agreement":null},{"id":"W4396528659","doi":"10.2196/57863","title":"The Effect of an mHealth Self-Monitoring Intervention (MI-BP) on Blood Pressure Among Black Individuals With Uncontrolled Hypertension: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Blood pressure; Randomized controlled trial; Ambulatory blood pressure; mHealth; Adverse effect; Gerontology; Prehypertension; Emergency department; Intervention (counseling); Physical therapy; Internal medicine; Psychological intervention; Nursing","score_opus":0.021455722203222515,"score_gpt":0.33519204731332686,"score_spread":0.31373632511010435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396528659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9326013,0.05228886,0.0000045608167,0.0028885144,0.0008919712,0.010658864,0.000014912615,0.0002330417,0.0004179889],"genre_scores_gemma":[0.99259317,0.0040081935,0.0000851046,0.0004886023,0.0011172269,0.0012504482,0.000016956927,0.00005829869,0.00038201196],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99444866,0.0020022232,0.0014000706,0.00065854273,0.0008222586,0.0006682715],"domain_scores_gemma":[0.9940146,0.004087886,0.0005950438,0.00052150886,0.00022267815,0.0005582829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006254878,0.00047078595,0.003636372,0.0002751203,0.00057232927,0.000105109764,0.00013105133,0.0002464765,0.000011484655],"category_scores_gemma":[0.00034336007,0.00022294141,0.00046431384,0.00030664957,0.0003255988,0.00014465651,0.00005089418,0.00076380355,0.0000042052184],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9798841,0.00061149715,0.0019988616,0.0047001876,0.0046327934,0.000066887165,0.0010935055,0.000006029557,0.00001226224,0.00017457874,0.0012630598,0.0055562686],"study_design_scores_gemma":[0.94894904,0.019566897,0.003781693,0.00172557,0.022594638,0.00007603224,0.00028211786,0.0012099677,0.00013561796,0.00004598314,0.0014281633,0.0002042888],"about_ca_topic_score_codex":0.00024261055,"about_ca_topic_score_gemma":0.000044312845,"teacher_disagreement_score":0.05999187,"about_ca_system_score_codex":0.000018813078,"about_ca_system_score_gemma":0.0003300177,"threshold_uncertainty_score":0.90912867},"labels":[],"label_agreement":null},{"id":"W4396561228","doi":"10.2196/57978","title":"The Evaluation of Generative AI Should Include Repetition to Assess Stability","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Generative grammar; Credibility; Computer science; Robustness (evolution); Repetition (rhetorical device); Reliability (semiconductor); Artificial intelligence; Field (mathematics); Randomness; Machine learning","score_opus":0.5899611891369959,"score_gpt":0.599227753469331,"score_spread":0.009266564332335081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396561228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9215314,0.002714317,0.00073132786,0.07221726,0.0007577178,0.0014704876,0.000012492106,0.000045308556,0.0005197246],"genre_scores_gemma":[0.99498063,0.00083622953,0.00024410522,0.0031015985,0.00049247907,0.00024520612,0.000032032367,0.000012238734,0.000055501194],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979243,0.00033820455,0.00058207096,0.00031009055,0.000552473,0.0002928366],"domain_scores_gemma":[0.99828255,0.0003568844,0.00008467569,0.00027833114,0.0006572387,0.00034030818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004297591,0.00010197428,0.00019270732,0.0001047405,0.00034564506,0.000039618695,0.000046381476,0.0000953593,0.00006100868],"category_scores_gemma":[0.0004691924,0.000070228576,0.000036473506,0.00037690802,0.00007861906,0.00009769574,0.000020890602,0.0002976378,0.000016285716],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048741407,0.00022339185,0.013200738,0.0035751224,0.000025443236,0.0000016197993,0.015738,0.000029501854,0.0011589311,0.010141301,0.009015671,0.94640285],"study_design_scores_gemma":[0.0006569883,0.0075446237,0.65912265,0.0025898418,0.001066293,0.0001226306,0.029641215,0.09887874,0.05304895,0.07180594,0.074679084,0.00084304635],"about_ca_topic_score_codex":0.00076314376,"about_ca_topic_score_gemma":0.00072815013,"teacher_disagreement_score":0.9455598,"about_ca_system_score_codex":0.00043109088,"about_ca_system_score_gemma":0.0023921537,"threshold_uncertainty_score":0.4243578},"labels":[],"label_agreement":null},{"id":"W4396564589","doi":"10.2196/50248","title":"Effectiveness of a Multifaceted Mobile Health Intervention (Multi-Aid-Package) in Medication Adherence and Treatment Outcomes Among Patients With Hypertension in a Low- to Middle-Income Country: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medication adherence; Medicine; Intervention (counseling); mHealth; Physical therapy; Gerontology; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.03875203150192067,"score_gpt":0.41772506963961736,"score_spread":0.37897303813769667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396564589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9263767,0.0023532386,0.00035434155,0.0004858689,0.0006107985,0.06958235,0.000113942995,0.00010499062,0.000017772025],"genre_scores_gemma":[0.9037147,0.0029468865,0.0003950716,0.00045925507,0.000048706737,0.09212889,0.00020263408,0.00005015365,0.000053679676],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9901716,0.0042659566,0.0030181026,0.0009490288,0.00047277505,0.0011225329],"domain_scores_gemma":[0.99305767,0.004158409,0.0010131111,0.00044149152,0.00021512536,0.0011142216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0070819254,0.00047644853,0.0030657619,0.00092264765,0.00039986797,0.000020116795,0.00012777961,0.00033553905,0.000022191261],"category_scores_gemma":[0.0005156101,0.00032187288,0.00012761465,0.0008923139,0.0001902482,0.00019501097,0.00006289992,0.0007030813,0.000011680655],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6482636,0.0025350184,0.28961995,0.030968767,0.00007495826,0.0000053141935,0.005431075,0.000021354399,0.0000032513956,0.0006737343,0.00002252278,0.022380484],"study_design_scores_gemma":[0.55708027,0.0027418907,0.43009195,0.00721265,0.00005393875,7.000618e-7,0.0004897985,0.0020399846,6.6816256e-7,0.000044622084,0.00008199991,0.00016152445],"about_ca_topic_score_codex":0.0165147,"about_ca_topic_score_gemma":0.008316211,"teacher_disagreement_score":0.14047201,"about_ca_system_score_codex":0.0012046675,"about_ca_system_score_gemma":0.0021277058,"threshold_uncertainty_score":0.99992335},"labels":[],"label_agreement":null},{"id":"W4396577947","doi":"10.2196/54622","title":"Harnessing Consumer Wearable Digital Biomarkers for Individualized Recognition of Postpartum Depression Using the All of Us Research Program Data Set: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Human Genome Research Institute; National Institute of Mental Health; National Institutes of Health","keywords":"Wearable computer; Postpartum depression; Set (abstract data type); Cross-sectional study; mHealth; Depression (economics); Wearable technology; Computer science; Medicine; Human–computer interaction; Psychology; Psychological intervention; Psychiatry; Pregnancy; Embedded system","score_opus":0.3223574555632959,"score_gpt":0.5299971013507173,"score_spread":0.2076396457874214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396577947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98780584,0.0064900937,0.0000246511,0.00033820362,0.0004100488,0.003910899,0.00088542554,0.00005050035,0.000084354906],"genre_scores_gemma":[0.9978674,0.00055745116,0.00065583107,0.00009047535,0.00012334037,0.00018852795,0.00042477416,0.000029198327,0.00006299338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973919,0.00025644372,0.0007781608,0.00048312655,0.000562671,0.0005277193],"domain_scores_gemma":[0.99838245,0.0005103885,0.0002241213,0.0003974756,0.00021213913,0.00027340584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028815472,0.0001493243,0.00033351211,0.00023040487,0.00039517283,0.00012525286,0.00015853196,0.0001144587,0.000016491518],"category_scores_gemma":[0.00011895379,0.00010407529,0.000046727102,0.00030580218,0.0002515732,0.00030152375,0.00015155254,0.00037106866,0.000002337976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050893626,0.00097381714,0.9011675,0.045055978,0.00014716401,0.000012331808,0.001547387,7.662239e-7,0.000095628886,0.00001536918,0.00021162377,0.045683037],"study_design_scores_gemma":[0.0037972769,0.0029610323,0.9740645,0.010035758,0.0001970076,0.00021540222,0.00081272644,0.004130714,0.00047990697,0.00031548468,0.0028094032,0.0001807608],"about_ca_topic_score_codex":0.0007484809,"about_ca_topic_score_gemma":0.000021389415,"teacher_disagreement_score":0.072896995,"about_ca_system_score_codex":0.00008300343,"about_ca_system_score_gemma":0.0007243563,"threshold_uncertainty_score":0.4244067},"labels":[],"label_agreement":null},{"id":"W4396611672","doi":"10.2196/54945","title":"A Chatbot-Delivered Stress Management Coaching for Students (MISHA App): Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Coaching; Randomized controlled trial; Psychology; Stress management; Medical education; Medicine; Applied psychology; Computer science; World Wide Web; Clinical psychology","score_opus":0.06587665207255954,"score_gpt":0.4708170526188298,"score_spread":0.40494040054627023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396611672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86933875,0.0141509175,0.0033523594,0.0068375743,0.017252991,0.06569011,0.00084850995,0.000912298,0.021616498],"genre_scores_gemma":[0.971239,0.00030997532,0.00031232007,0.0013118696,0.0005672426,0.016507478,0.0001310415,0.00007196252,0.009549164],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953001,0.00069588167,0.0017118908,0.0008029185,0.00047355416,0.0010156695],"domain_scores_gemma":[0.9974081,0.001130495,0.00038772062,0.00036030117,0.00005445739,0.0006589517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033583385,0.00037097567,0.0014916284,0.0003687396,0.00038759274,0.00027268665,0.00030538125,0.00012450825,0.00015478552],"category_scores_gemma":[0.000060307422,0.0003025177,0.00044178482,0.00021310603,0.000116862364,0.00017550643,0.000110673725,0.00034405116,0.0001173203],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.88495827,0.0019426517,0.000021301874,0.00488884,0.00053182925,0.000025104837,0.0012427766,7.141396e-7,2.2266741e-7,0.067842744,0.0048117912,0.03373373],"study_design_scores_gemma":[0.985795,0.0036086938,0.00042019182,0.00076307514,0.00041720452,0.000012881254,0.0007787697,0.00039572667,6.349219e-7,0.0035352784,0.0040128403,0.00025966595],"about_ca_topic_score_codex":0.00025481853,"about_ca_topic_score_gemma":0.00004979114,"teacher_disagreement_score":0.1019002,"about_ca_system_score_codex":0.00025293214,"about_ca_system_score_gemma":0.00013315245,"threshold_uncertainty_score":0.9999427},"labels":[],"label_agreement":null},{"id":"W4396668108","doi":"10.2196/51526","title":"Assessing the Efficacy of ChatGPT Versus Human Researchers in Identifying Relevant Studies on mHealth Interventions for Improving Medication Adherence in Patients With Ischemic Stroke When Conducting Systematic Reviews: Comparative Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; Psychological intervention; Systematic review; MEDLINE; Medicine; Identification (biology); mHealth; PsycINFO; Nursing","score_opus":0.7461510337994581,"score_gpt":0.6343592616645106,"score_spread":0.11179177213494751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396668108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98179203,0.012201583,0.000213743,0.0013546052,0.00030688933,0.0040786336,0.0000068620734,0.000019919213,0.000025751755],"genre_scores_gemma":[0.9979614,0.00076049013,0.00040053326,0.00007915733,0.00007879902,0.00062372966,0.00005744551,0.000012344127,0.000026090593],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99653316,0.00061994465,0.0016526647,0.00042258055,0.000370084,0.00040155248],"domain_scores_gemma":[0.9959077,0.00259832,0.00073463743,0.0002986651,0.000282753,0.00017788807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00543601,0.0001650099,0.00087601173,0.00068764295,0.00029449305,0.000055104156,0.000100615034,0.00007455358,0.000004470224],"category_scores_gemma":[0.0017080606,0.000106713036,0.000108495646,0.0009119608,0.00014211849,0.00023745271,0.000025030671,0.0005461506,0.0000018774032],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016237322,0.0011163297,0.108243495,0.6714506,0.00059184665,0.000003202301,0.17004092,0.00007796284,0.00013487507,0.0010654408,0.00029985156,0.04535176],"study_design_scores_gemma":[0.0038487692,0.009845246,0.40091002,0.2280912,0.0037280621,0.0000040711693,0.33624274,0.015638955,0.0005690926,0.00042688285,0.00005763316,0.0006373153],"about_ca_topic_score_codex":0.0011686473,"about_ca_topic_score_gemma":0.001970468,"teacher_disagreement_score":0.4433594,"about_ca_system_score_codex":0.0006760119,"about_ca_system_score_gemma":0.0005949849,"threshold_uncertainty_score":0.43516314},"labels":[],"label_agreement":null},{"id":"W4396682816","doi":"10.2196/51932","title":"Evaluating the Effects of a Self-Help Mobile Phone App on Worry and Rumination Experienced by Young Adults: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Worry; Rumination; Randomized controlled trial; Anxiety; Psychological intervention; Clinical psychology; Intervention (counseling); Mental health; Psychology; Depression (economics); Medicine; Psychiatry; Cognition; Internal medicine","score_opus":0.026819730004455408,"score_gpt":0.4417509662417098,"score_spread":0.41493123623725436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396682816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657792,0.015655892,0.00004827107,0.00081791193,0.0033107742,0.012963528,0.00003010754,0.00013578813,0.0012585262],"genre_scores_gemma":[0.985586,0.00038495738,0.00006837416,0.0004166214,0.00018671564,0.012410085,0.000021629514,0.00002787651,0.00089777895],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99634546,0.0012107615,0.0011309474,0.0004762848,0.00036705978,0.00046947933],"domain_scores_gemma":[0.9958161,0.0031958444,0.0004286804,0.00024025148,0.000057658966,0.00026147318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026683712,0.00022931409,0.00091941614,0.0001672437,0.00025469734,0.000065471286,0.00010488627,0.00012554733,0.000049998616],"category_scores_gemma":[0.00033889108,0.00014854468,0.0001702127,0.0002591563,0.00017819072,0.000120994715,0.000032762793,0.00030822697,0.000021614738],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8527129,0.0011127222,0.000013231736,0.0046742787,0.00011557582,0.0000041687276,0.020784007,3.212389e-7,0.000031411208,0.004600048,0.002260327,0.113690965],"study_design_scores_gemma":[0.980978,0.011168469,0.0002301999,0.0013303946,0.00019456007,0.000020586696,0.0026167023,0.0023267665,0.00005532536,0.00060779834,0.00028551774,0.00018568078],"about_ca_topic_score_codex":0.00022794014,"about_ca_topic_score_gemma":0.000012220389,"teacher_disagreement_score":0.12826505,"about_ca_system_score_codex":0.00012608309,"about_ca_system_score_gemma":0.00016112103,"threshold_uncertainty_score":0.6057477},"labels":[],"label_agreement":null},{"id":"W4396682976","doi":"10.2196/50783","title":"Effects of the “AI-TA” Mobile App With Intelligent Design on Psychological and Related Symptoms of Young Survivors of Breast Cancer: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Breast cancer; Randomized controlled trial; mHealth; Mobile apps; Medicine; Clinical psychology; Cancer; Psychology; Gerontology; Physical therapy; Psychotherapist; Psychological intervention; Psychiatry; World Wide Web; Computer science; Internal medicine","score_opus":0.016415777044979523,"score_gpt":0.34531569574833754,"score_spread":0.328899918703358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396682976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763619,0.012757083,0.00013299914,0.0008372956,0.0009882756,0.008638032,0.000032134692,0.00003667126,0.00021562478],"genre_scores_gemma":[0.99479204,0.0037691973,0.00001109821,0.00024109086,0.000090257294,0.0009340567,0.0000035903713,0.000022093194,0.00013659494],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973261,0.00080192985,0.00085569767,0.00034779558,0.0003875382,0.00028097394],"domain_scores_gemma":[0.9977092,0.0013147459,0.0003838372,0.00023787179,0.00011912905,0.00023517825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015637283,0.00021941334,0.0017315027,0.00014405565,0.000057836856,0.000008276617,0.00007509119,0.00016381462,0.000035555724],"category_scores_gemma":[0.00006774895,0.00010828483,0.00021203626,0.0003825553,0.0003694207,0.000026453867,0.000019756784,0.0003743622,3.7225155e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9688809,0.00041395615,0.0010934286,0.005441409,0.00027863134,0.0000068915724,0.002899334,0.00001690192,0.000081909006,0.00069787604,0.00008551077,0.020103246],"study_design_scores_gemma":[0.9680706,0.010214661,0.014569735,0.003310313,0.0014208541,0.000120621226,0.00041826614,0.0009095532,0.00045527206,0.00025355513,0.000058301957,0.00019823233],"about_ca_topic_score_codex":0.0016461993,"about_ca_topic_score_gemma":0.00020247852,"teacher_disagreement_score":0.019905014,"about_ca_system_score_codex":0.0000690778,"about_ca_system_score_gemma":0.00044182412,"threshold_uncertainty_score":0.44157273},"labels":[],"label_agreement":null},{"id":"W4396722029","doi":"10.2196/50620","title":"Monitoring Adolescent and Young Adult Patients With Cancer via a Smart T-Shirt: Prospective, Single-Cohort, Mixed Methods Feasibility Study (OncoSmartShirt Study)","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Cohort; Gerontology; Psychology; Surgery; Internal medicine","score_opus":0.04897507196752917,"score_gpt":0.4084912860717088,"score_spread":0.35951621410417967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396722029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98604137,0.0044374866,0.00014403585,0.00029280534,0.001989303,0.0067186295,0.00003619124,0.00020801199,0.00013216615],"genre_scores_gemma":[0.99751216,0.0003622413,0.00032246186,0.00020519285,0.00045283398,0.0009271579,0.0000111949485,0.00007206746,0.00013470244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963413,0.0004905725,0.0006136157,0.0011757804,0.0006691962,0.0007095347],"domain_scores_gemma":[0.99806464,0.00009216364,0.00015259792,0.00048366695,0.00035894598,0.0008479871],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001139957,0.0004252628,0.00079032715,0.00020464642,0.00034585778,0.00011156438,0.00008088687,0.00011132653,0.000013392041],"category_scores_gemma":[0.00004601236,0.00032368247,0.000059826114,0.0005961626,0.00009969522,0.00018003971,0.00009043245,0.0007042649,0.0000017760543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019505657,0.0025094328,0.8994593,0.0027677303,0.00012797816,0.000027800992,0.010481503,1.4774537e-7,0.000006919949,0.0000043780733,0.000088397814,0.082575865],"study_design_scores_gemma":[0.0037713053,0.0053974395,0.98287904,0.0006925755,0.0005214819,0.0000135403325,0.0061943857,0.00004250705,0.000023987668,0.000016813687,0.00016262039,0.0002842982],"about_ca_topic_score_codex":0.009094083,"about_ca_topic_score_gemma":0.01559464,"teacher_disagreement_score":0.08341976,"about_ca_system_score_codex":0.0009844103,"about_ca_system_score_gemma":0.00055674894,"threshold_uncertainty_score":0.9999215},"labels":[],"label_agreement":null},{"id":"W4396733476","doi":"10.2196/50826","title":"Perceptions of Wearable Health Tools Post the COVID-19 Emergency in Low-Income Latin Communities: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Wearable technology; Qualitative research; mHealth; Health care; Health equity; Psychology; Internet privacy; Applied psychology; Medicine; Sociology; Nursing; Computer science; Public health; Political science; Psychological intervention","score_opus":0.18191484935721555,"score_gpt":0.5553194433905099,"score_spread":0.3734045940332943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396733476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91118556,0.008196649,0.00040400735,0.06288629,0.0008908608,0.014061604,0.00089356885,0.0003068351,0.0011745996],"genre_scores_gemma":[0.95874906,0.014937662,0.00016099984,0.013128279,0.00028217857,0.011614644,0.00018312791,0.00007421299,0.0008698316],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9866874,0.0067868764,0.0033743174,0.0006919497,0.0006063333,0.0018531312],"domain_scores_gemma":[0.9915114,0.0042815204,0.0008587425,0.00110149,0.0002896708,0.0019571711],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010525962,0.0004387403,0.0010594695,0.00070073025,0.00361224,0.000031655236,0.0005181836,0.00028744913,0.0010575819],"category_scores_gemma":[0.00042246666,0.0003386181,0.00011726709,0.0018258234,0.00029722726,0.00029290566,0.00021199575,0.0025501254,0.00018573277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036347972,0.0011148249,0.0810066,0.03831837,0.000036298046,0.0000048445877,0.82015043,0.00003559727,0.0000035834337,0.026224153,0.014841368,0.017900452],"study_design_scores_gemma":[0.0018936605,0.0014130038,0.24543974,0.0010844856,0.00003715626,0.000007851138,0.7127939,0.0005497447,8.444986e-8,0.0024809595,0.033985406,0.00031403173],"about_ca_topic_score_codex":0.049655776,"about_ca_topic_score_gemma":0.046295013,"teacher_disagreement_score":0.16443314,"about_ca_system_score_codex":0.0012043524,"about_ca_system_score_gemma":0.0105883675,"threshold_uncertainty_score":0.9999066},"labels":[],"label_agreement":null},{"id":"W4396770912","doi":"10.2196/53596","title":"User Experience of Persons Using Ingestible Sensor–Enabled Pre-Exposure Prophylaxis to Prevent HIV Infection: Cross-Sectional Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Medicine; Cross-sectional study; Pre-exposure prophylaxis; Family medicine; Physical therapy; Human immunodeficiency virus (HIV); Men who have sex with men","score_opus":0.11776536898207549,"score_gpt":0.4973326992501468,"score_spread":0.3795673302680713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396770912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841393,0.001049602,0.0007983973,0.0004197443,0.0015220925,0.011210397,0.00036228605,0.00030861906,0.00018954874],"genre_scores_gemma":[0.98784006,0.00039516398,0.00079751963,0.0008898646,0.00068026106,0.007442666,0.00006971344,0.00008377415,0.0018009888],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992834,0.0016136292,0.002069391,0.001244068,0.0006940007,0.001544911],"domain_scores_gemma":[0.9955068,0.0009248692,0.0005255712,0.00074985827,0.0005586276,0.0017342324],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0039877226,0.00043009137,0.00074599497,0.0006026056,0.0023722567,0.000065020045,0.0002341901,0.00042858665,0.00026548904],"category_scores_gemma":[0.00036965712,0.00039421418,0.00008937968,0.001751006,0.0001465352,0.0002990164,0.0001925594,0.0014348261,0.000093171344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042582568,0.00067549397,0.9749495,0.007380849,0.000022047352,0.0000039040365,0.012899732,0.00013958996,0.000040065475,0.00033811922,0.0011685676,0.0019563278],"study_design_scores_gemma":[0.0008645319,0.0014754436,0.9818301,0.00032530946,0.000026166654,0.000017014541,0.0018394253,0.0005705852,0.000006989641,0.00003556426,0.012733936,0.00027489645],"about_ca_topic_score_codex":0.011697598,"about_ca_topic_score_gemma":0.0027956492,"teacher_disagreement_score":0.011565369,"about_ca_system_score_codex":0.0007732213,"about_ca_system_score_gemma":0.004509382,"threshold_uncertainty_score":0.999851},"labels":[],"label_agreement":null},{"id":"W4396902724","doi":"10.2196/53119","title":"Automated Pain Spots Recognition Algorithm Provided by a Web Service–Based Platform: Instrument Validation Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Algorithm; Artificial intelligence; Data mining; Pattern recognition (psychology)","score_opus":0.04034035822241361,"score_gpt":0.3628634301024412,"score_spread":0.3225230718800276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396902724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853333,0.00041922447,0.0003839603,0.008454959,0.0002754478,0.0038012352,0.00006771133,0.0011560409,0.000108086395],"genre_scores_gemma":[0.9933347,0.00008807968,0.001749279,0.0031086626,0.00015395567,0.00041030275,0.0010542164,0.000036982507,0.00006381443],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99774444,0.00036754567,0.00058893126,0.00048849726,0.00041085787,0.0003997259],"domain_scores_gemma":[0.99889874,0.00020275747,0.00011499338,0.00020454417,0.00012254658,0.0004564052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002133881,0.00022234477,0.00032878979,0.00027705147,0.00019159904,0.00006197846,0.00003987525,0.00014757704,0.000049145718],"category_scores_gemma":[0.00007894171,0.00017808852,0.000056553705,0.00059123774,0.00002641157,0.00018581004,0.000013991219,0.00030356643,0.00004818991],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000462886,0.0017620667,0.0039497893,0.029899526,0.00006754176,0.000014884136,0.002963781,0.0000027106971,0.0008590668,0.000018847031,0.015091082,0.94490784],"study_design_scores_gemma":[0.008105374,0.008269386,0.17254707,0.0022043835,0.0002715594,0.000018670906,0.0034543774,0.799066,0.00014082601,0.00027216875,0.0051202774,0.0005298958],"about_ca_topic_score_codex":0.00030948597,"about_ca_topic_score_gemma":0.000041542182,"teacher_disagreement_score":0.9443779,"about_ca_system_score_codex":0.0002858663,"about_ca_system_score_gemma":0.0007780844,"threshold_uncertainty_score":0.72622395},"labels":[],"label_agreement":null},{"id":"W4398194877","doi":"10.2196/55061","title":"Medical Information Protection in Internet Hospital Apps in China: Scale Development and Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Scale (ratio); China; Content analysis; Medical information; Internet privacy; Medicine; Computer science; World Wide Web; Family medicine; Geography","score_opus":0.05311602741911636,"score_gpt":0.41156875647381275,"score_spread":0.3584527290546964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398194877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97407067,0.0022108778,0.0024616362,0.01484488,0.0004492066,0.005098594,0.00001815045,0.00015528243,0.00069073227],"genre_scores_gemma":[0.98471755,0.0028568753,0.0004584707,0.0022006237,0.00012852573,0.0093201455,0.00013381227,0.000018214467,0.00016576424],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99590033,0.000386647,0.0018024766,0.0005017445,0.00042544358,0.0009833756],"domain_scores_gemma":[0.99820954,0.00018350949,0.0002654386,0.00021104676,0.000068531386,0.0010619294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029598782,0.00023618813,0.00054716115,0.0011495999,0.0003945246,0.000031965992,0.00011484045,0.00041356406,0.00013717722],"category_scores_gemma":[0.00012523835,0.00020779771,0.000037983635,0.0013607107,0.000075559474,0.00037801338,0.000099496065,0.0014610868,0.00012647411],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020881476,0.00022316838,0.25668052,0.011681649,0.000029892579,0.00000833638,0.02615369,0.0000035651105,6.5482556e-7,0.0065797153,0.0013706681,0.69705933],"study_design_scores_gemma":[0.0013451669,0.00017485495,0.906939,0.00079379964,0.000032311178,0.000005805159,0.002281365,0.010599242,0.0000011241638,0.00018166313,0.07744964,0.00019598845],"about_ca_topic_score_codex":0.005775492,"about_ca_topic_score_gemma":0.0099488795,"teacher_disagreement_score":0.69686335,"about_ca_system_score_codex":0.0007156323,"about_ca_system_score_gemma":0.0024206191,"threshold_uncertainty_score":0.8730855},"labels":[],"label_agreement":null},{"id":"W4398199183","doi":"10.2196/54634","title":"Long-Term Efficacy of a Mobile Mental Wellness Program: Prospective Single-Arm Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Term (time); Mental health; mHealth; Medicine; Psychology; Physical medicine and rehabilitation; Physical therapy; Gerontology; Psychological intervention; Psychiatry","score_opus":0.06594641287346448,"score_gpt":0.46998739055515265,"score_spread":0.4040409776816882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398199183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800942,0.0040350254,0.000011198506,0.00047907457,0.0023081587,0.0074058655,0.00013076671,0.00035884522,0.005176866],"genre_scores_gemma":[0.99586123,0.000025152194,0.0000455503,0.00011505355,0.00017572532,0.0023681659,0.000049679922,0.000058367543,0.0013010737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970051,0.00021606841,0.0009482875,0.00074506167,0.0003169797,0.00076847227],"domain_scores_gemma":[0.9986696,0.00014422467,0.00021845307,0.0003841997,0.000049473205,0.00053402357],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051053666,0.0002803353,0.00046947243,0.0002708832,0.0002079645,0.000086598084,0.00018184856,0.000110822555,0.000286177],"category_scores_gemma":[0.000009995423,0.00025371535,0.00012113284,0.0005547105,0.00018483217,0.00018003973,0.000096903765,0.00037913487,0.00015982101],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010670373,0.046334486,0.061240856,0.006008998,0.00017221521,0.000103010694,0.020172445,2.2470688e-7,0.0000055746555,0.0064869905,0.0015724519,0.8568357],"study_design_scores_gemma":[0.0042517427,0.045497637,0.94030845,0.0009968168,0.00014775104,0.00015728058,0.0044626654,0.000021026686,0.00008638696,0.00053589995,0.0031220005,0.00041236254],"about_ca_topic_score_codex":0.00026139524,"about_ca_topic_score_gemma":0.00016169314,"teacher_disagreement_score":0.8790676,"about_ca_system_score_codex":0.00034107672,"about_ca_system_score_gemma":0.00020357121,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W4398243361","doi":"10.2196/55842","title":"Digital Phenotyping of Geriatric Depression Using a Community-Based Digital Mental Health Monitoring Platform for Socially Vulnerable Older Adults and Their Community Caregivers: 6-Week Living Lab Single-Arm Pilot Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mental health; Depression (economics); mHealth; Gerontology; Digital health; Psychology; Medicine; Applied psychology; Psychiatry; Psychological intervention; Health care","score_opus":0.1338926394980927,"score_gpt":0.41185468016022686,"score_spread":0.27796204066213415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398243361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890375,0.0036525743,0.00077983097,0.000339274,0.0012449498,0.0029690037,0.0011800216,0.00021501485,0.0005818046],"genre_scores_gemma":[0.99887973,0.000026046157,0.00021316162,0.00016612769,0.00017976142,0.00018152563,0.00017558153,0.000092922535,0.00008512955],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99642,0.00071898615,0.0011297467,0.0004841862,0.00026836208,0.0009786792],"domain_scores_gemma":[0.9966762,0.0016319542,0.00051763706,0.0004644868,0.000113430186,0.00059631176],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017955655,0.00042636917,0.0006997213,0.00040901804,0.0025347164,0.00042165493,0.0002858191,0.00011489656,0.000009444063],"category_scores_gemma":[0.000077149685,0.00040695447,0.00011651449,0.00043314983,0.00017451876,0.0009467794,0.00029398312,0.0011975898,0.0000028302409],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032114086,0.04093608,0.022705024,0.027361777,0.00025040345,0.00000631385,0.18722245,0.000011484671,0.000024363384,0.000382445,0.0004838068,0.7174044],"study_design_scores_gemma":[0.021890493,0.13542885,0.10804968,0.033824723,0.00027857814,0.00021622959,0.68741137,0.0063247257,0.000118220894,0.002338543,0.0016384065,0.002480182],"about_ca_topic_score_codex":0.0041251983,"about_ca_topic_score_gemma":0.00042304382,"teacher_disagreement_score":0.7149243,"about_ca_system_score_codex":0.00073986116,"about_ca_system_score_gemma":0.0005808954,"threshold_uncertainty_score":0.99983823},"labels":[],"label_agreement":null},{"id":"W4398788986","doi":"10.2196/55094","title":"Wearable Data From Subjects Playing Super Mario, Taking University Exams, or Performing Physical Exercise Help Detect Acute Mood Disorder Episodes via Self-Supervised Learning: Prospective, Exploratory, Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emotion and Mood Recognition","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; NIHR Maudsley Biomedical Research Centre; Centres de Recerca de Catalunya; Centro de Investigación Biomédica en Red de Salud Mental; National Institute for Health and Care Research; Ministerio de Ciencia e Innovación; Generalitat de Catalunya; UK Research and Innovation; Engineering and Physical Sciences Research Council; European Social Fund; King's College London; Department of Health and Social Care; South London and Maudsley NHS Foundation Trust","keywords":"Mood; Observational study; Psychology; Physical therapy; Exploratory research; Wearable computer; Wearable technology; Clinical psychology; Physical medicine and rehabilitation; Medicine; Applied psychology; Computer science","score_opus":0.14082526080003238,"score_gpt":0.38432268283308785,"score_spread":0.24349742203305547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398788986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949983,0.00091441604,0.00062374346,0.00029343786,0.0005507706,0.0014936761,0.00013628879,0.000460695,0.0005286897],"genre_scores_gemma":[0.99699146,0.0008294267,0.0005946013,0.00012840204,0.00035935154,0.00008111466,0.00038738182,0.00006226081,0.00056598097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970663,0.00047057643,0.0003669171,0.0010976554,0.00035178527,0.00064676994],"domain_scores_gemma":[0.99863726,0.00030785988,0.00015421148,0.00045259416,0.00008540548,0.00036265943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000624396,0.00032573415,0.00045556022,0.00022122845,0.0009843245,0.0001174971,0.00027983266,0.00016665713,0.0004769171],"category_scores_gemma":[0.00003117452,0.00029544468,0.000056873334,0.0005425711,0.000057397272,0.0008349306,0.00020633976,0.0008268778,0.00012741645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003861721,0.004038527,0.65861523,0.0023706665,0.00074671546,0.00032082025,0.08663253,0.000018683217,0.0003774604,0.0003504344,0.0014994637,0.24116774],"study_design_scores_gemma":[0.005432602,0.0018440271,0.9157497,0.00056068756,0.00069197506,0.00003650327,0.032005858,0.040802334,0.00002793846,0.00030606156,0.0017986337,0.0007436387],"about_ca_topic_score_codex":0.0013457258,"about_ca_topic_score_gemma":0.0010660365,"teacher_disagreement_score":0.2571345,"about_ca_system_score_codex":0.00019406031,"about_ca_system_score_gemma":0.0004494786,"threshold_uncertainty_score":0.99994975},"labels":[],"label_agreement":null},{"id":"W4399070838","doi":"10.2196/55421","title":"Efficacy of a Mobile Health App (eMOTIVA) Regarding Compliance With Cardiac Rehabilitation Guidelines in Patients With Coronary Artery Disease: Randomized Controlled Clinical Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Instituto de Salud Carlos III; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Junta de Andalucía; European Commission","keywords":"mHealth; Rehabilitation; Preprint; Medicine; Randomized controlled trial; Coronary artery disease; Physical therapy; Compliance (psychology); Telemedicine; Arterial disease; Psychology; Internal medicine; Psychological intervention; Health care; Nursing; Vascular disease; Computer science; World Wide Web","score_opus":0.056306652389898675,"score_gpt":0.44185644388821943,"score_spread":0.38554979149832075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399070838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9513835,0.011465603,0.00009222629,0.004978526,0.00094921765,0.030723268,0.000118263204,0.00014322533,0.0001461975],"genre_scores_gemma":[0.98881555,0.003572477,0.0018660907,0.0021802366,0.0005508596,0.002579202,0.00026298934,0.00007126141,0.00010132379],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99203444,0.0017265716,0.0034511623,0.0009503959,0.0008753953,0.0009620297],"domain_scores_gemma":[0.9931033,0.003262027,0.00080990593,0.00053987565,0.00036276644,0.0019221221],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0075286073,0.0004393325,0.004423081,0.000435144,0.00019534075,0.000026550266,0.00007766293,0.00016111265,0.000009983108],"category_scores_gemma":[0.0007716754,0.00028363627,0.000471799,0.0006105155,0.00039991253,0.0001611729,0.000033445103,0.0007096009,0.0000048523816],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8538948,0.001042989,0.08021789,0.011078304,0.000107746746,0.000015228082,0.0005308061,0.000009468295,1.16801964e-7,0.00013987438,0.0010321714,0.0519306],"study_design_scores_gemma":[0.64961386,0.014331917,0.32930723,0.004360996,0.00028432105,0.000009727737,0.00022308865,0.00043855156,8.23951e-8,0.00002629915,0.0012148726,0.00018907592],"about_ca_topic_score_codex":0.00031116742,"about_ca_topic_score_gemma":0.00003764811,"teacher_disagreement_score":0.24908933,"about_ca_system_score_codex":0.00053503475,"about_ca_system_score_gemma":0.005537177,"threshold_uncertainty_score":0.99996156},"labels":[],"label_agreement":null},{"id":"W4399072694","doi":"10.2196/51273","title":"The Use of Noncommercial Parent-Focused mHealth Interventions for Behavioral Problems in Youth: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Intervention (counseling); Parent training; Systematic review; Behavior change; Modalities; Clinical psychology; Psychology; Mental health; MEDLINE; Medicine; Applied psychology; Psychotherapist; Psychiatry; Social psychology","score_opus":0.5310822206277537,"score_gpt":0.5692120538816097,"score_spread":0.038129833253855994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399072694","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003686184,0.97063535,0.00003315866,0.0008366955,0.0028506815,0.0215022,0.0039482224,0.000089261,0.000067542926],"genre_scores_gemma":[0.00027499124,0.98467773,0.000085940956,0.0003311232,0.00013947477,0.012361617,0.0008578994,0.00015622357,0.0011150163],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98927873,0.0016296682,0.0064362255,0.0009339157,0.00039518962,0.0013262546],"domain_scores_gemma":[0.9942038,0.0010553047,0.0028290655,0.0011243421,0.00014356972,0.0006439099],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003125034,0.00075044436,0.0045131766,0.0006197052,0.00035393515,0.00014016764,0.0006300703,0.00043883992,0.000021005784],"category_scores_gemma":[0.00018752905,0.00050148973,0.0015874526,0.0009849317,0.00020909643,0.00018296923,0.00019028183,0.0011428939,0.000096297095],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021605896,0.00070102327,0.000005065016,0.7691776,0.000078145706,0.0000024706499,0.00047101796,2.1697987e-8,1.9804695e-10,0.0019617984,0.0046928846,0.22288837],"study_design_scores_gemma":[0.00048768663,0.0015563478,0.00002715448,0.87996775,0.0050205505,0.000041814106,0.00018114522,0.0000027529375,2.0941202e-9,0.00017830578,0.11221485,0.00032163862],"about_ca_topic_score_codex":0.0010493594,"about_ca_topic_score_gemma":0.002152907,"teacher_disagreement_score":0.22256672,"about_ca_system_score_codex":0.0007366291,"about_ca_system_score_gemma":0.0009714048,"threshold_uncertainty_score":0.9997437},"labels":[],"label_agreement":null},{"id":"W4399303577","doi":"10.2196/53411","title":"Tuberculosis Treatment Compliance Under Smartphone-Based Video-Observed Therapy Versus Community-Based Directly Observed Therapy: Cluster Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center","keywords":"Sputum; Directly Observed Therapy; Medicine; Tuberculosis; Randomized controlled trial; Pulmonary tuberculosis; Sputum culture; Surgery; Internal medicine; Pathology","score_opus":0.26755448628685513,"score_gpt":0.4434537378224428,"score_spread":0.17589925153558766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399303577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89406925,0.022744458,0.00021667684,0.06695738,0.0012650186,0.013805539,0.00007002268,0.00042046208,0.00045120422],"genre_scores_gemma":[0.94655,0.019923454,0.00048448838,0.025995923,0.00065276196,0.0054698223,0.0005293787,0.000113782284,0.00028038226],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9870353,0.008391254,0.0016965942,0.0008536957,0.0005523794,0.0014708254],"domain_scores_gemma":[0.98310107,0.013971279,0.00033260227,0.0010240565,0.00022528687,0.0013457022],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00657957,0.0007634376,0.004022744,0.00043886463,0.00080259144,0.00013274832,0.00024561488,0.0004437771,0.00021681728],"category_scores_gemma":[0.0005953268,0.00047849654,0.0011108285,0.0005602364,0.00050086685,0.0001235609,0.000036443995,0.0012795521,0.00005803838],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9787159,0.0017503385,0.00048330214,0.0011260512,0.0010156519,0.000017711689,0.00036109166,0.000058374044,0.00014629959,0.0001438751,0.0030586475,0.013122752],"study_design_scores_gemma":[0.9569337,0.009748407,0.0049336962,0.00037189753,0.0003744442,0.0000075145526,0.000109610206,0.018003983,0.00011225319,0.00015962166,0.008878539,0.0003663339],"about_ca_topic_score_codex":0.004349705,"about_ca_topic_score_gemma":0.0006334843,"teacher_disagreement_score":0.052480765,"about_ca_system_score_codex":0.0007947141,"about_ca_system_score_gemma":0.0023877162,"threshold_uncertainty_score":0.99976665},"labels":[],"label_agreement":null},{"id":"W4399320388","doi":"10.2196/53964","title":"Cardiac Health Assessment Using a Wearable Device Before and After Transcatheter Aortic Valve Implantation: Prospective Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"ZonMw","keywords":"Medicine; Wearable computer; Quality of life (healthcare); Stenosis; Population; Aortic valve stenosis; Aortic valve; Physical therapy; Cardiology; Physical medicine and rehabilitation; Internal medicine; Computer science","score_opus":0.03000662582838072,"score_gpt":0.4355192718633527,"score_spread":0.405512646034972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399320388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97635156,0.018926634,0.000031661402,0.0009858554,0.00028034265,0.0030628787,0.00016513829,0.00009241896,0.000103508544],"genre_scores_gemma":[0.9968782,0.0012079615,0.00027056993,0.0008607777,0.00022704218,0.0004180295,0.00003830331,0.000044042637,0.00005507862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979568,0.00014417034,0.00040976173,0.0006120223,0.00032555233,0.0005517099],"domain_scores_gemma":[0.998832,0.00004166398,0.00007575712,0.00022221488,0.00005979146,0.0007685587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038372778,0.0002617803,0.0006005019,0.00015478568,0.00027526479,0.000086972315,0.000022932174,0.00006156194,0.000018209897],"category_scores_gemma":[0.0000030732335,0.00020741546,0.0004039372,0.00025186487,0.000044949258,0.00013850039,0.0000230865,0.00025731657,0.0000059876957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003115495,0.0005198248,0.9650529,0.004057478,0.00076471537,0.00001804429,0.0064814715,5.229019e-7,0.0000021688159,0.000072019895,0.00004357424,0.0226757],"study_design_scores_gemma":[0.0015563922,0.0020630052,0.9920991,0.0004272853,0.0014821738,0.000060546656,0.0017479463,0.00020965743,4.4516474e-7,0.00011364852,0.000106017025,0.0001337515],"about_ca_topic_score_codex":0.0008159958,"about_ca_topic_score_gemma":0.00008223439,"teacher_disagreement_score":0.0270462,"about_ca_system_score_codex":0.00046434972,"about_ca_system_score_gemma":0.0011229248,"threshold_uncertainty_score":0.8458157},"labels":[],"label_agreement":null},{"id":"W4399348374","doi":"10.2196/48802","title":"Technology-Based Music Interventions to Reduce Anxiety and Pain Among Patients Undergoing Surgery or Procedures: Systematic Review of the Literature","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Music Therapy and Health","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Anxiety; CINAHL; PsycINFO; Music therapy; Medicine; MEDLINE; Cochrane Library; Randomized controlled trial; Physical therapy; Systematic review; Intervention (counseling); Psychiatry; Surgery","score_opus":0.09562032883610615,"score_gpt":0.43394766328252515,"score_spread":0.338327334446419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399348374","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00059582916,0.98698455,0.000010055559,0.0015438695,0.00095309794,0.00952353,0.00024314699,0.00010768616,0.000038251183],"genre_scores_gemma":[0.00060926954,0.9912107,0.000051588744,0.004888988,0.00013226755,0.002483117,0.00010234741,0.000086803586,0.00043493122],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9937187,0.0019652497,0.0024440284,0.0008750973,0.0002928503,0.00070407015],"domain_scores_gemma":[0.9955557,0.0012212687,0.0016462742,0.0009978702,0.00014409769,0.00043477907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037164593,0.0005963399,0.0031552778,0.00076653383,0.00032443213,0.00005241646,0.0003648352,0.00063336233,0.00006807491],"category_scores_gemma":[0.001344773,0.00033153265,0.00060188025,0.0022838085,0.0001444006,0.00005196162,0.00011555713,0.0011104677,0.000012641152],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025323876,0.00014816031,0.0000875074,0.90034926,0.000076262244,0.0000038549733,0.00074375706,5.7830287e-9,2.5525992e-9,0.00033376104,0.021602307,0.076629825],"study_design_scores_gemma":[0.00019153989,0.00029136942,0.00019903379,0.9690119,0.0013022956,0.00004318384,0.00015184993,3.3206894e-7,8.059506e-9,0.000057486912,0.02849652,0.00025448928],"about_ca_topic_score_codex":0.000029788696,"about_ca_topic_score_gemma":0.00047382232,"teacher_disagreement_score":0.076375335,"about_ca_system_score_codex":0.00021919717,"about_ca_system_score_gemma":0.0033219894,"threshold_uncertainty_score":0.9999137},"labels":[],"label_agreement":null},{"id":"W4399372756","doi":"10.2196/59496","title":"Feasibility and Preliminary Effects of a Social Media–Based Peer-Group Mobile Messaging Smoking Cessation Intervention Among Chinese Immigrants who Smoke: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities","keywords":"Randomized controlled trial; Medicine; Smoking cessation; Nicotine replacement therapy; Intervention (counseling); Focus group; Immigration; Peer support; Population; Family medicine; Physical therapy; Nursing; Environmental health","score_opus":0.033069693776697974,"score_gpt":0.37936718831426963,"score_spread":0.34629749453757164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399372756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98768365,0.0026816786,0.00030537168,0.00042996512,0.0007879654,0.007898484,0.000015525844,0.00013917449,0.000058180758],"genre_scores_gemma":[0.9974056,0.00024230943,0.000017078837,0.00009301544,0.00033363808,0.001670763,0.00016472851,0.00003522118,0.000037669848],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964291,0.00089866464,0.0011081462,0.00051157025,0.00069116976,0.00036138887],"domain_scores_gemma":[0.9972271,0.0016934095,0.000489172,0.00018222904,0.00015194737,0.00025614066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045437478,0.0002913455,0.0016053555,0.00038148137,0.00024445957,0.00006614614,0.000054440214,0.00019878638,0.000023867002],"category_scores_gemma":[0.000734579,0.00021639917,0.00030802746,0.00032213266,0.00022216771,0.00021155969,0.000029208923,0.0004511661,1.5731266e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87325114,0.00093951443,0.09382412,0.01314901,0.00011483466,0.000015438434,0.006244198,0.0000013135532,0.000053505944,0.00016576867,0.00008805733,0.01215312],"study_design_scores_gemma":[0.51236635,0.0015713922,0.48230138,0.0008374659,0.0006866555,0.000004356637,0.00022907765,0.0017047629,0.000021162054,0.0001698187,0.0000030464953,0.000104551036],"about_ca_topic_score_codex":0.00056432374,"about_ca_topic_score_gemma":0.00006082453,"teacher_disagreement_score":0.38847727,"about_ca_system_score_codex":0.00019944442,"about_ca_system_score_gemma":0.00022345426,"threshold_uncertainty_score":0.8824502},"labels":[],"label_agreement":null},{"id":"W4399373219","doi":"10.2196/52166","title":"A Novel Approach for Improving Gait Speed Estimation Using a Single Inertial Measurement Unit Embedded in a Smartphone: Validity and Reliability Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Inertial measurement unit; Reliability (semiconductor); Gait; Accelerometer; Computer science; Validity; Gait analysis; Reliability engineering; Unit (ring theory); Simulation; Physical medicine and rehabilitation; Psychology; Engineering; Statistics; Artificial intelligence; Psychometrics; Medicine; Mathematics","score_opus":0.19969682694434535,"score_gpt":0.4417007238331601,"score_spread":0.24200389688881477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399373219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9620559,0.00041955098,0.030808458,0.00029650918,0.0005216643,0.0056141233,0.00005061314,0.00013984191,0.00009328979],"genre_scores_gemma":[0.98772883,0.00003314491,0.011129033,0.0002437288,0.00030639433,0.00042307182,0.000056887453,0.00003965977,0.000039271443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99638104,0.00068021164,0.0010328401,0.00074002513,0.00038907494,0.00077678886],"domain_scores_gemma":[0.9986397,0.00025681924,0.00028807332,0.0002826769,0.00019060634,0.00034213017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057616876,0.00026258215,0.00050536054,0.00024890108,0.00072275405,0.00005192611,0.000083165934,0.00023608677,0.0000023525713],"category_scores_gemma":[0.000317668,0.00023814975,0.000049772396,0.0004284693,0.000055766726,0.000266759,0.000086425556,0.00068200915,0.0000018936282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008390581,0.033425495,0.36260384,0.23482135,0.00015740353,0.000020850923,0.14124142,0.0005272952,0.08466151,0.0013425818,0.0016989823,0.13110867],"study_design_scores_gemma":[0.0054639983,0.0009878321,0.5493729,0.00058442366,0.00013755725,0.000007148658,0.004842288,0.43780625,0.0000039969773,0.00038077345,0.00010689588,0.00030593234],"about_ca_topic_score_codex":0.0025832318,"about_ca_topic_score_gemma":0.00073298416,"teacher_disagreement_score":0.43727896,"about_ca_system_score_codex":0.00070351065,"about_ca_system_score_gemma":0.00114426,"threshold_uncertainty_score":0.9711465},"labels":[],"label_agreement":null},{"id":"W4399373241","doi":"10.2196/51206","title":"Physical Activity, Body Composition, and Fitness Variables in Adolescents After Periods of Mandatory, Promoted or Nonmandatory, Nonpromoted Use of Step Tracker Mobile Apps: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Physical activity; Activity tracker; mHealth; Composition (language); Tracking (education); Psychology; Computer science; Medicine; Physical medicine and rehabilitation; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.04012669677389616,"score_gpt":0.4228389700779378,"score_spread":0.3827122733040417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399373241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605752,0.0018005302,0.0004660835,0.0006452186,0.0005790689,0.035423126,0.0003403351,0.00011717258,0.000053270487],"genre_scores_gemma":[0.9622114,0.0025607091,0.00034257173,0.00039586966,0.0003485403,0.033836678,0.00007442117,0.00007073191,0.0001591234],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9921991,0.0027563677,0.002489209,0.000894768,0.00053730764,0.0011232343],"domain_scores_gemma":[0.9950928,0.002087649,0.001050275,0.0005529848,0.0003012711,0.0009149811],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035699187,0.0005024247,0.0031812263,0.00057227485,0.00048274334,0.00003662695,0.0001640165,0.0004998253,0.00011306047],"category_scores_gemma":[0.00021524093,0.0003655669,0.0001991553,0.00068334036,0.00046045936,0.000356845,0.00012185957,0.0012138967,0.000009552988],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9358232,0.0029903613,0.004312356,0.039824814,0.00008842326,0.000012215749,0.0034622445,0.0000028222396,0.0001654392,0.0011605102,0.00046923498,0.01168836],"study_design_scores_gemma":[0.943065,0.0018712664,0.028951861,0.005999297,0.00047867684,0.000013043488,0.00045309708,0.015177576,0.000033539593,0.00020384342,0.0032579056,0.00049490033],"about_ca_topic_score_codex":0.0010059772,"about_ca_topic_score_gemma":0.00032869357,"teacher_disagreement_score":0.033825517,"about_ca_system_score_codex":0.00022869265,"about_ca_system_score_gemma":0.0030549949,"threshold_uncertainty_score":0.99987966},"labels":[],"label_agreement":null},{"id":"W4399373427","doi":"10.2196/50043","title":"Data Collection and Management of mHealth, Wearables, and Internet of Things in Digital Behavioral Health Interventions With the Awesome Data Acquisition Method (ADAM): Development of a Novel Informatics Architecture","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute","keywords":"mHealth; Computer science; Data collection; Wearable computer; eHealth; Data management; Human–computer interaction; Multimedia; Health care; Psychological intervention; Medicine; Embedded system; Database","score_opus":0.1418641839365465,"score_gpt":0.4894519295864905,"score_spread":0.347587745649944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399373427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7347272,0.02142016,0.20838252,0.015196822,0.00043828815,0.016014209,0.0032274807,0.00016593156,0.0004273574],"genre_scores_gemma":[0.8125213,0.016368663,0.16469698,0.0017153134,0.000083078965,0.0017926578,0.0025034004,0.00008032098,0.00023829403],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99545485,0.0002833763,0.0025087218,0.0006013171,0.00042276134,0.00072899164],"domain_scores_gemma":[0.996662,0.0004963037,0.0012431628,0.00097421114,0.00011782284,0.0005064574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004418248,0.00027734725,0.0007700929,0.00050169503,0.0005471667,0.000028579858,0.00047821563,0.00017515327,0.000010158129],"category_scores_gemma":[0.000019998468,0.00020398316,0.000027033606,0.0008673907,0.0002207886,0.00056317245,0.0007737376,0.0008584006,9.820137e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010060975,0.0011035181,0.008964395,0.24847363,0.00012544123,0.0000022443555,0.053609423,0.000010983501,0.0000080135405,0.016459864,0.0054517305,0.66478467],"study_design_scores_gemma":[0.022228485,0.007507642,0.47823706,0.07847757,0.001109191,0.00036022402,0.0961416,0.08799155,0.000019634848,0.0024665294,0.22363736,0.001823156],"about_ca_topic_score_codex":0.002509654,"about_ca_topic_score_gemma":0.0028212625,"teacher_disagreement_score":0.6629615,"about_ca_system_score_codex":0.00021836074,"about_ca_system_score_gemma":0.0024958046,"threshold_uncertainty_score":0.8318192},"labels":[],"label_agreement":null},{"id":"W4399407442","doi":"10.2196/53211","title":"Using mHealth Technologies for Case Finding in Tuberculosis and Other Infectious Diseases in Africa: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"mHealth; Tuberculosis; Contact tracing; Public health; Medicine; Human immunodeficiency virus (HIV); Pandemic; Case finding; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Computer science; Family medicine; Psychological intervention; Disease; Nursing; Pathology","score_opus":0.22751559473282668,"score_gpt":0.5353810886623468,"score_spread":0.3078654939295201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399407442","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017799217,0.94955283,0.000033701057,0.0011100536,0.00048759216,0.047051024,0.0010059815,0.00044214592,0.00013867693],"genre_scores_gemma":[0.00046160023,0.9148909,0.0002678344,0.0019208526,0.00020600297,0.08187578,0.00008781913,0.00020533004,0.0000838801],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98802066,0.0020704744,0.005254148,0.0016481152,0.00033141873,0.002675178],"domain_scores_gemma":[0.9926902,0.0029440569,0.0020964912,0.0010204228,0.00012241918,0.0011264308],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004838717,0.0010630249,0.006221486,0.002014554,0.001341142,0.000042321506,0.00030583338,0.0012999314,0.00001343366],"category_scores_gemma":[0.0010770906,0.00083364156,0.0002860427,0.0024270746,0.00016859305,0.00015168425,0.00027684958,0.00290318,0.000041196527],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013723756,0.000110083274,0.00033608588,0.92082167,0.00002716563,0.000059937473,0.00046106367,1.5650724e-7,4.2421493e-9,0.0026735086,0.0012895952,0.07420698],"study_design_scores_gemma":[0.0008467695,0.00018299143,0.000022954444,0.7198567,0.0027910275,0.00065726077,0.0010715885,0.00017191152,1.8397224e-9,0.0009533465,0.27284756,0.0005978991],"about_ca_topic_score_codex":0.0014585138,"about_ca_topic_score_gemma":0.0022563627,"teacher_disagreement_score":0.27155796,"about_ca_system_score_codex":0.0023483506,"about_ca_system_score_gemma":0.0053659617,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W4399419649","doi":"10.2196/50356","title":"Real-World Outcomes of a Digital Behavioral Coaching Intervention to Improve Employee Health Status: Retrospective Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Preprint; Coaching; Intervention (counseling); Medicine; Digital health; mHealth; Psychology; Physical therapy; Applied psychology; Psychological intervention; Health care; Nursing; Computer science; Psychotherapist","score_opus":0.19983368990118877,"score_gpt":0.5357947737687628,"score_spread":0.33596108386757406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399419649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99224156,0.00037507407,0.0011049306,0.0018267053,0.0013542037,0.0017090149,0.0006164708,0.00017648369,0.000595533],"genre_scores_gemma":[0.99710006,0.0000384261,0.001083674,0.00038957008,0.00017105206,0.00014792696,0.000070577255,0.0000524443,0.0009462832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99650466,0.0005598631,0.0010481923,0.00070730253,0.0003887672,0.0007911913],"domain_scores_gemma":[0.99821895,0.0003089381,0.00030271924,0.0003983351,0.00008170498,0.00068936864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002102506,0.0002822173,0.00070404884,0.000506476,0.00022676305,0.00014706123,0.00013825542,0.00007176715,0.00007860567],"category_scores_gemma":[0.00009048615,0.00024402316,0.00014691897,0.00059633696,0.000048839465,0.00030677803,0.00010047118,0.00054960407,0.000016027143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023360498,0.0009906766,0.87337744,0.00041447356,0.00006978711,0.000005238906,0.017753713,5.964938e-7,0.000006552742,0.0043981234,0.0011286733,0.10162109],"study_design_scores_gemma":[0.00091960654,0.0050051752,0.98823506,0.0001106402,0.0000466086,0.0000032151809,0.004112139,0.000029946124,7.902265e-7,0.00083974504,0.0005223606,0.00017472407],"about_ca_topic_score_codex":0.020802947,"about_ca_topic_score_gemma":0.0025035182,"teacher_disagreement_score":0.114857584,"about_ca_system_score_codex":0.00057562644,"about_ca_system_score_gemma":0.00046946594,"threshold_uncertainty_score":0.9950976},"labels":[],"label_agreement":null},{"id":"W4399425593","doi":"10.2196/54642","title":"Use of Mobile Technologies to Streamline Pretriage Patient Flow in the Emergency Department: Observational Usability Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Triage; Interactive kiosk; Usability; Computer science; Mobile device; Service (business); Multimedia; Medical emergency; World Wide Web; Medicine; Operating system","score_opus":0.10952840460932836,"score_gpt":0.4114035874781497,"score_spread":0.3018751828688213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399425593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846158,0.006976415,0.000012755303,0.004951621,0.0002802661,0.0028690991,0.00016309504,0.00008058186,0.000050350936],"genre_scores_gemma":[0.99522734,0.0033346545,0.00032798818,0.00031613163,0.000051549316,0.0006658726,0.000041717278,0.000008943803,0.000025817428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832135,0.00010599822,0.0006462343,0.00033503032,0.0003076851,0.0002836712],"domain_scores_gemma":[0.9992756,0.00017259155,0.00006628671,0.0003018665,0.00009771598,0.000085890104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050821254,0.00014501147,0.00031764843,0.00014268515,0.0001095136,0.000007723121,0.00007245334,0.000056583038,0.000028095606],"category_scores_gemma":[0.0002600721,0.00009051366,0.00004884654,0.0007557962,0.000048912694,0.00008332647,0.000066030196,0.00023134878,0.0000024189626],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051809906,0.002830409,0.77407324,0.0041585015,0.0000929697,0.00004072853,0.024456335,0.000067023146,0.000027868608,0.0007080406,0.025994036,0.16703276],"study_design_scores_gemma":[0.0005449261,0.00610534,0.95868564,0.00021045348,0.00011444068,0.00000686697,0.013805512,0.00062655815,0.000033489454,0.0003995161,0.019312583,0.0001547069],"about_ca_topic_score_codex":0.0001911827,"about_ca_topic_score_gemma":0.0003958207,"teacher_disagreement_score":0.18461238,"about_ca_system_score_codex":0.000073627416,"about_ca_system_score_gemma":0.00016658632,"threshold_uncertainty_score":0.369104},"labels":[],"label_agreement":null},{"id":"W4399488142","doi":"10.2196/49040","title":"Doctors’ Personal Preference and Adoption of Mobile Apps to Communicate with Patients in China: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preference; Mobile apps; Internet privacy; Variety (cybernetics); Qualitative research; China; Psychology; Mobile technology; Mobile device; Computer science; World Wide Web; Sociology","score_opus":0.11372817146162854,"score_gpt":0.49753975461926037,"score_spread":0.3838115831576318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399488142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98525697,0.001825549,0.000072217495,0.0014655805,0.00015500556,0.010423565,0.00017289132,0.000092440874,0.0005357914],"genre_scores_gemma":[0.9839091,0.002699076,0.0004951477,0.00078265736,0.00007123595,0.011783864,0.00009331041,0.00003860009,0.00012705989],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99543417,0.0013428007,0.0012899921,0.0006584513,0.0003788376,0.0008957562],"domain_scores_gemma":[0.99733853,0.0007532947,0.00033189447,0.0004062163,0.00017632756,0.0009937402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023927435,0.00027735528,0.00063160853,0.0004284571,0.00068752025,0.000015228118,0.00016382002,0.0001744483,0.000035884234],"category_scores_gemma":[0.000051511473,0.00022123235,0.00002258509,0.00083615386,0.00012590441,0.00016492206,0.00014157692,0.001099193,0.0000318954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012935278,0.0014746638,0.36410657,0.016097553,0.000023292574,0.000002599733,0.52919596,0.0000045940396,0.0000032475507,0.0060649747,0.001645794,0.08008721],"study_design_scores_gemma":[0.002348571,0.0034215874,0.9084279,0.0010945804,0.00003246313,0.000001538556,0.07409065,0.00019347864,3.491884e-7,0.00026391144,0.009907758,0.00021722261],"about_ca_topic_score_codex":0.004217043,"about_ca_topic_score_gemma":0.004028386,"teacher_disagreement_score":0.54432136,"about_ca_system_score_codex":0.000293965,"about_ca_system_score_gemma":0.0013098136,"threshold_uncertainty_score":0.90215933},"labels":[],"label_agreement":null},{"id":"W4399555248","doi":"10.2196/54356","title":"Efficacy of the mHealth-Based Exercise Intervention re.flex for Patients With Knee Osteoarthritis: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Physical therapy; Osteoarthritis; Randomized controlled trial; Medicine; Digital health; Intervention (counseling); Pilot trial; eHealth; Physical medicine and rehabilitation; Health care; Alternative medicine; Psychological intervention; Nursing; Surgery","score_opus":0.023693262626438717,"score_gpt":0.33163792736064296,"score_spread":0.30794466473420423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399555248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95744616,0.0056402716,0.00010640911,0.0015461475,0.001292783,0.033575527,0.00008819773,0.000119974015,0.00018450968],"genre_scores_gemma":[0.9937041,0.00023848524,0.00043565294,0.00040989358,0.00024260754,0.0042506675,0.00015952867,0.000055249726,0.0005038152],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971388,0.00032630123,0.0011279489,0.00045691704,0.00043929578,0.0005107168],"domain_scores_gemma":[0.9978904,0.00076783303,0.00044312244,0.00034107853,0.00018069457,0.0003768621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010971952,0.00030624185,0.0017044953,0.00021181001,0.00022849103,0.000037812402,0.00007249745,0.00012408207,0.000038903076],"category_scores_gemma":[0.00019964197,0.00017292242,0.000498169,0.00024017549,0.00016178585,0.00008238762,0.000019215384,0.00024378215,0.00000410045],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9128494,0.0013216508,0.0001761522,0.003127573,0.00005834878,0.0000028165223,0.00021697379,4.555119e-7,0.000004767995,0.0004008927,0.00022436699,0.08161658],"study_design_scores_gemma":[0.95611507,0.037385803,0.0009450113,0.0033966904,0.001202118,0.000002970274,0.000052946067,0.00012319376,0.000046189547,0.00013986597,0.0004579982,0.00013211888],"about_ca_topic_score_codex":0.00004410772,"about_ca_topic_score_gemma":0.000049078448,"teacher_disagreement_score":0.08148446,"about_ca_system_score_codex":0.00011270204,"about_ca_system_score_gemma":0.0007510201,"threshold_uncertainty_score":0.70515716},"labels":[],"label_agreement":null},{"id":"W4399655376","doi":"10.2196/55625","title":"Development and Use of Mobile Messaging for Individuals With Musculoskeletal Pain Conditions: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Musculoskeletal pain; Medicine; Psychology; Applied psychology; Computer science; Physical therapy; Psychological intervention; Nursing","score_opus":0.09794465750562345,"score_gpt":0.4934045477438376,"score_spread":0.39545989023821415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399655376","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.597143,0.31196085,0.008250564,0.013781771,0.00054661307,0.0662393,0.00077145046,0.0007236558,0.0005828019],"genre_scores_gemma":[0.32140782,0.32353765,0.08426414,0.036853373,0.0007214121,0.2303749,0.001535169,0.00032247553,0.0009830452],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576735,0.00057305314,0.0016512481,0.0006640554,0.000298281,0.0010460186],"domain_scores_gemma":[0.9954725,0.0025343287,0.00052243297,0.00033935727,0.00019489437,0.00093647104],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004408797,0.00029283072,0.000776998,0.00027716084,0.0013770376,0.000023776794,0.000095217845,0.00018786019,0.00006679916],"category_scores_gemma":[0.00020182537,0.00023703389,0.000048874223,0.00047408426,0.00013693728,0.00025452755,0.00006440723,0.0005595976,0.000010885746],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007111948,0.00011189294,0.00937526,0.70332474,0.000040322135,0.0000020015275,0.002280085,0.0000018030854,0.0000054853085,0.017490603,0.014194584,0.25310212],"study_design_scores_gemma":[0.0017371044,0.00095003506,0.010057872,0.16271149,0.00021871549,0.000018675477,0.0014898574,0.00029023807,0.000005739599,0.0003815184,0.8216542,0.0004845347],"about_ca_topic_score_codex":0.0001080198,"about_ca_topic_score_gemma":0.00021686128,"teacher_disagreement_score":0.80745965,"about_ca_system_score_codex":0.00016547542,"about_ca_system_score_gemma":0.0047110026,"threshold_uncertainty_score":0.99992305},"labels":[],"label_agreement":null},{"id":"W4399759691","doi":"10.2196/57318","title":"Conversational Chatbot for Cigarette Smoking Cessation: Results From the 11-Step User-Centered Design Development Process and Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Process (computing); Chatbot; Computer science; Smoking cessation; World Wide Web; Psychology; Human–computer interaction; Medicine; Operating system","score_opus":0.10079655895478482,"score_gpt":0.4210409477982257,"score_spread":0.32024438884344086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399759691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87676895,0.0077920356,0.019275505,0.05332942,0.008858616,0.03166377,0.001018731,0.00033124673,0.00096171757],"genre_scores_gemma":[0.9894095,0.00006536192,0.0006007518,0.002174874,0.0005680472,0.0060131196,0.00035347202,0.00003559327,0.0007792501],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9961533,0.00070780737,0.0016053917,0.0006484734,0.00034083897,0.000544198],"domain_scores_gemma":[0.99436146,0.00449662,0.0005014298,0.00020869717,0.00010860328,0.0003231649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039622346,0.00026743166,0.00083573034,0.00012931523,0.0005186392,0.00020456022,0.00014930278,0.00015423301,0.00007202402],"category_scores_gemma":[0.00029385652,0.00018338453,0.00014536589,0.00015821845,0.00015818766,0.00019380792,0.000033336775,0.00024676698,0.000009112672],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9470867,0.00029566317,0.000105102394,0.0007992279,0.00035132933,0.0000045168154,0.008530476,0.0000014132212,1.8757997e-7,0.012184267,0.008556073,0.022085052],"study_design_scores_gemma":[0.9801195,0.0006081906,0.0022126548,0.0006055395,0.00023746799,0.000010887018,0.0009602809,0.0014282814,0.000007490004,0.0029648945,0.010617186,0.00022761521],"about_ca_topic_score_codex":0.0001820657,"about_ca_topic_score_gemma":0.00010076253,"teacher_disagreement_score":0.112640575,"about_ca_system_score_codex":0.00016821807,"about_ca_system_score_gemma":0.0006807234,"threshold_uncertainty_score":0.74782044},"labels":[],"label_agreement":null},{"id":"W4399992451","doi":"10.2196/53643","title":"Reliable Contactless Monitoring of Heart Rate, Breathing Rate, and Breathing Disturbance During Sleep in Aging: Digital Health Technology Evaluation Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heart rate variability; Preprint; Breathing; Heart rate; Sleep (system call); Disturbance (geology); mHealth; Medicine; Computer science; Internal medicine; Anesthesia; World Wide Web","score_opus":0.027196857913352815,"score_gpt":0.33264492459425926,"score_spread":0.30544806668090646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399992451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97933674,0.01755567,0.00012942104,0.00039641222,0.00081948284,0.0012797575,0.000016136926,0.00039330727,0.00007309928],"genre_scores_gemma":[0.99820787,0.0009874777,0.0002845294,0.000018051105,0.00022710087,0.00017643328,0.0000068317513,0.00007703652,0.0000147008395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973431,0.00013429928,0.0008265387,0.0006049292,0.00030230448,0.0007888276],"domain_scores_gemma":[0.9990034,0.00021126503,0.00011979529,0.00029099805,0.00007781347,0.00029669038],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016678489,0.0003361401,0.00062936527,0.0006617067,0.0002489613,0.00017709241,0.00012434978,0.00014185905,0.0000015308274],"category_scores_gemma":[0.000071550596,0.00035320636,0.0000337826,0.0009060113,0.00005898974,0.00074595754,0.000092488866,0.00069903955,0.0000024173478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008885182,0.00018320844,0.9428512,0.012142677,0.00006079912,0.00009410464,0.009563582,0.0014646647,0.0064950055,0.00014997079,0.000035554458,0.026870409],"study_design_scores_gemma":[0.0030321283,0.0009140161,0.9703746,0.0043505765,0.00006257994,0.00020516709,0.008684747,0.0072439825,0.0035684425,0.0006650935,0.00013147606,0.0007672276],"about_ca_topic_score_codex":0.00035383672,"about_ca_topic_score_gemma":0.000029036897,"teacher_disagreement_score":0.02752339,"about_ca_system_score_codex":0.00071277923,"about_ca_system_score_gemma":0.00023140626,"threshold_uncertainty_score":0.999892},"labels":[],"label_agreement":null},{"id":"W4400037852","doi":"10.2196/48777","title":"Detection of Mild Cognitive Impairment Through Hand Motor Function Under Digital Cognitive Test: Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Dementia; Physical medicine and rehabilitation; Trail Making Test; Rehabilitation; Test (biology); Psychology; Perception; Stroke (engine); Medicine; Cognitive impairment; Physical therapy; Psychiatry; Engineering","score_opus":0.06388965010680496,"score_gpt":0.455143219727551,"score_spread":0.39125356962074603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400037852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97401094,0.002631827,0.017725158,0.00044016566,0.00035886868,0.0037135654,0.00014794496,0.00011022033,0.0008613167],"genre_scores_gemma":[0.99760264,0.00037206197,0.00012914583,0.00048076836,0.00021650994,0.00044459797,0.00008337263,0.00004217863,0.0006287349],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972558,0.00033608795,0.0005866316,0.00063987874,0.0005741954,0.000607395],"domain_scores_gemma":[0.99795127,0.0009356094,0.00013655881,0.00013587276,0.0003926663,0.0004480345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010626165,0.0002834446,0.00049601815,0.00032793448,0.0003017708,0.00012618724,0.000041609004,0.00012119464,0.00008925047],"category_scores_gemma":[0.00018513773,0.00023048639,0.0001169609,0.00059857895,0.0002344684,0.00034071144,0.00007264143,0.00047733463,0.000032889297],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01057736,0.008385038,0.120629296,0.008825786,0.0010127289,0.00009873159,0.008612187,1.8498265e-7,0.0031992951,0.00011166879,0.00041582665,0.8381319],"study_design_scores_gemma":[0.005753,0.026079027,0.9392423,0.0008232566,0.00088195986,0.00006420304,0.022574091,0.00027817985,0.0032005287,0.0005717203,0.00031611524,0.00021564185],"about_ca_topic_score_codex":0.00014492705,"about_ca_topic_score_gemma":0.000033118555,"teacher_disagreement_score":0.83791625,"about_ca_system_score_codex":0.00017020754,"about_ca_system_score_gemma":0.0005914455,"threshold_uncertainty_score":0.9398962},"labels":[],"label_agreement":null},{"id":"W4400260882","doi":"10.2196/60953","title":"Correction: Effects of a Planned Web-Based Educational Intervention Based on the Health Belief Model for Patients With Ischemic Stroke in Promoting Secondary Prevention During the COVID-19 Lockdown in China: Quasi-Experimental Study","year":2024,"lang":"en","type":"letter","venue":"JMIR mhealth and uhealth","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Coronavirus disease 2019 (COVID-19); Intervention (counseling); Medicine; Ischemic stroke; China; Psychology; Medical education; Nursing; Internal medicine; Engineering; Political science; Disease","score_opus":0.03240424536396428,"score_gpt":0.4015068787255162,"score_spread":0.3691026333615519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400260882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81817883,0.000829988,0.0001376566,0.16649847,0.0013764502,0.012510498,0.00036173055,0.00005190628,0.00005445681],"genre_scores_gemma":[0.8974138,0.000013273735,0.000029320463,0.09561014,0.00034355838,0.005127042,0.00073775626,0.00007723149,0.00064789143],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99514145,0.0012746205,0.0012124873,0.0009776043,0.00054216833,0.0008516845],"domain_scores_gemma":[0.9969817,0.0012688059,0.00094373117,0.00049750094,0.00004610405,0.00026215077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018072067,0.0004911765,0.00070589554,0.0006445483,0.00048771917,0.000037486618,0.00025902028,0.0003115195,0.000054543467],"category_scores_gemma":[0.00008478489,0.00034111732,0.00014838214,0.0004305742,0.00009887102,0.00007142923,0.000049255377,0.0020455497,0.0000031110214],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021607677,0.055697497,0.20556465,0.13796833,0.00021251937,0.00004211445,0.05462067,0.0006894085,0.000005677566,0.00010418717,0.51624167,0.007245626],"study_design_scores_gemma":[0.08244935,0.1357147,0.62379557,0.015611677,0.00033344436,0.00003747408,0.0076292264,0.116007626,0.000038243023,0.00024413051,0.016150504,0.0019880736],"about_ca_topic_score_codex":0.002757619,"about_ca_topic_score_gemma":0.0032780594,"teacher_disagreement_score":0.50009114,"about_ca_system_score_codex":0.0027786805,"about_ca_system_score_gemma":0.0058736834,"threshold_uncertainty_score":0.9999041},"labels":[],"label_agreement":null},{"id":"W4400278069","doi":"10.2196/55663","title":"Effect of a Smartphone App (S-Check) on Actual and Intended Help-Seeking and Motivation to Change Methamphetamine Use Among Adult Consumers of Methamphetamine in Australia: Randomized Waitlist-Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Psychology; Intervention (counseling); Odds; mHealth; Psychological intervention; Clinical psychology; Medicine; Logistic regression; Psychiatry","score_opus":0.07134479769719822,"score_gpt":0.3851878230466432,"score_spread":0.31384302534944497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400278069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98909813,0.0019291368,0.000027799322,0.0008270761,0.00026719726,0.0077713444,0.000012843456,0.00004815841,0.000018292236],"genre_scores_gemma":[0.99650985,0.0018757286,0.00021589898,0.0002868364,0.00010051336,0.000755455,0.000042593176,0.000030546915,0.00018259096],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99727905,0.0005676428,0.0009560215,0.0004730272,0.00031347168,0.00041076963],"domain_scores_gemma":[0.99533564,0.0037223962,0.0002933372,0.0001969459,0.00008795745,0.00036374704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020856208,0.00035017563,0.0022595697,0.0006715251,0.00004606541,0.000020709926,0.00003697471,0.00017544074,0.000014792314],"category_scores_gemma":[0.0013219134,0.00023280061,0.00014946287,0.0004427525,0.00022251807,0.00016990492,0.000024136858,0.00026586946,9.829583e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8950239,0.0002459637,0.06948156,0.0032344516,0.00032638336,0.000031712396,0.008671873,4.2321756e-7,0.00036615136,0.00017380607,0.00005047789,0.022393297],"study_design_scores_gemma":[0.8672147,0.004994745,0.12272321,0.0015252081,0.0008750037,0.000013020439,0.0005677837,0.0007134201,0.0011413737,0.00002663832,0.000012448847,0.00019244385],"about_ca_topic_score_codex":0.0011119117,"about_ca_topic_score_gemma":0.00058418023,"teacher_disagreement_score":0.05324165,"about_ca_system_score_codex":0.00009757612,"about_ca_system_score_gemma":0.00009501304,"threshold_uncertainty_score":0.9493333},"labels":[],"label_agreement":null},{"id":"W4400405349","doi":"10.2196/53389","title":"Sleep During the COVID-19 Pandemic: Longitudinal Observational Study Combining Multisensor Data With Questionnaires","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Pandemic; Coronavirus disease 2019 (COVID-19); Sleep (system call); Preprint; Psychology; Perspective (graphical); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Longitudinal study; Applied psychology; Gerontology; Medicine; Computer science; Outbreak; Artificial intelligence; Virology","score_opus":0.2525644459086556,"score_gpt":0.46785684735586985,"score_spread":0.21529240144721423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400405349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98091006,0.0076870774,0.0003446135,0.008353093,0.0008799036,0.0011302484,0.00007314551,0.00033834594,0.00028352012],"genre_scores_gemma":[0.9967815,0.0003600028,0.00007585609,0.0018836271,0.00024161705,0.00015327557,0.00010669749,0.000035786084,0.00036161285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975816,0.0004042732,0.00042277123,0.00075517705,0.00030416227,0.0005320285],"domain_scores_gemma":[0.99820626,0.000552379,0.00011950282,0.000645166,0.00003683174,0.00043987687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010677819,0.00022043078,0.00023618658,0.00013770169,0.000866918,0.00009109807,0.00030865957,0.0001267139,0.00014487797],"category_scores_gemma":[0.000079120735,0.00013815948,0.000024249142,0.00037603438,0.00018631987,0.00016911289,0.00010653818,0.00065430504,0.000049225047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005148904,0.00046112575,0.9723689,0.0005521334,0.00029221651,0.00012068007,0.011810797,0.00008846589,9.779093e-7,0.002515336,0.0040189666,0.0072555076],"study_design_scores_gemma":[0.0030312669,0.0004584477,0.9802393,0.00006780778,0.0002097355,0.00037144424,0.006104871,0.0018459572,4.072707e-8,0.00015886551,0.007302502,0.00020978006],"about_ca_topic_score_codex":0.0025844115,"about_ca_topic_score_gemma":0.001521839,"teacher_disagreement_score":0.015871473,"about_ca_system_score_codex":0.00012563898,"about_ca_system_score_gemma":0.00036894623,"threshold_uncertainty_score":0.666772},"labels":[],"label_agreement":null},{"id":"W4400438596","doi":"10.2196/55819","title":"Evaluating the Adoption of mHealth Technologies by Community Health Workers to Improve the Use of Maternal Health Services in Sub-Saharan Africa: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Women's College Hospital; University of Toronto","funders":"","keywords":"mHealth; CINAHL; Scopus; Medicine; MEDLINE; Data extraction; Health care; Developing country; Family medicine; Nursing; Psychological intervention; Political science","score_opus":0.25931040092852864,"score_gpt":0.5324023824742643,"score_spread":0.27309198154573566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400438596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051328226,0.9242095,0.00003813203,0.0140293185,0.0006892772,0.05824035,0.0019839818,0.0002765102,0.000019669882],"genre_scores_gemma":[0.00046306974,0.950196,0.0004267629,0.008683085,0.00012283646,0.039320573,0.00046354166,0.00018473902,0.000139389],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9670988,0.016406465,0.010890278,0.0013096904,0.0013152965,0.0029794874],"domain_scores_gemma":[0.97947174,0.0051762355,0.010239935,0.0033716145,0.0004603536,0.0012801185],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.026754925,0.001243673,0.0077659963,0.000942845,0.0030073528,0.000055169516,0.0018588122,0.0008666652,0.000009438526],"category_scores_gemma":[0.0007072412,0.00071521243,0.0004707663,0.0037318254,0.0003975369,0.00021096843,0.0008073199,0.006831496,0.000095224714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053305313,0.00014255337,0.000039947266,0.73672825,0.000047692505,3.4137213e-7,0.0014738877,0.0000011229243,1.4928975e-7,0.0002588337,0.019842125,0.2414118],"study_design_scores_gemma":[0.00044398286,0.0012772025,0.0002204536,0.6964893,0.0008600521,0.000016472986,0.0022871452,0.00007213627,6.847604e-8,0.00010557074,0.29788235,0.0003453175],"about_ca_topic_score_codex":0.01760117,"about_ca_topic_score_gemma":0.0054333843,"teacher_disagreement_score":0.27804023,"about_ca_system_score_codex":0.002350742,"about_ca_system_score_gemma":0.01349935,"threshold_uncertainty_score":0.9995299},"labels":[],"label_agreement":null},{"id":"W4400439465","doi":"10.2196/56580","title":"The Physical and Psychological Effects of Telerehabilitation-Based Exercise for Patients With Nonspecific Low Back Pain: Prospective Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Physical therapy; Medicine; Randomized controlled trial; Oswestry Disability Index; Rehabilitation; Population; Psychological intervention; Telemedicine; Physical medicine and rehabilitation; Low back pain; Quality of life (healthcare); Health care; Alternative medicine; Nursing","score_opus":0.012176558379040331,"score_gpt":0.3409662114660347,"score_spread":0.32878965308699437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400439465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96691215,0.0014886233,0.0004879334,0.0019028429,0.00025954485,0.028843835,0.0000076281785,0.000039781346,0.00005766102],"genre_scores_gemma":[0.99475425,0.00017697662,0.0006155022,0.00016140152,0.00017672584,0.0040189466,0.000017460163,0.000019797684,0.000058930505],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9978899,0.0006170704,0.0005466134,0.00039192004,0.00027422857,0.00028026997],"domain_scores_gemma":[0.9861525,0.013069669,0.00016868685,0.00017877873,0.00019573873,0.00023460579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019703002,0.00019225369,0.0011380175,0.000088216984,0.00018347654,0.000027350618,0.000033772336,0.000092040355,0.0000037093707],"category_scores_gemma":[0.0012978469,0.00008752728,0.00022986329,0.00017594715,0.0005120218,0.00004014603,0.0000054778784,0.0001918095,0.0000014998568],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9577725,0.0014332175,0.0010660174,0.019237818,0.00005839571,3.2491366e-7,0.00093558815,8.1104497e-7,0.000010001644,0.0010034478,0.00030629212,0.018175595],"study_design_scores_gemma":[0.9110472,0.015045794,0.0674109,0.0011279493,0.00018576319,2.1715829e-7,0.00010328011,0.0036454513,0.0000035520247,0.0012765821,0.000046945213,0.00010636854],"about_ca_topic_score_codex":0.000005557602,"about_ca_topic_score_gemma":0.000002110813,"teacher_disagreement_score":0.06634489,"about_ca_system_score_codex":0.00005312755,"about_ca_system_score_gemma":0.00019989914,"threshold_uncertainty_score":0.3569259},"labels":[],"label_agreement":null},{"id":"W4400672583","doi":"10.2196/55354","title":"Using Text Messaging Surveys in General Practice Research to Engage With People From Low-Income Groups: Multi-Methods Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Capital District Health Authority","funders":"","keywords":"Text messaging; Psychology; Internet privacy; Computer science","score_opus":0.27900769556720156,"score_gpt":0.6231620074974084,"score_spread":0.3441543119302068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400672583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949606,0.0036745253,0.0221593,0.0070907455,0.0008523633,0.015314764,0.00014066414,0.00034780768,0.0008138442],"genre_scores_gemma":[0.9069211,0.0012490958,0.075334184,0.003638575,0.0007207139,0.011491393,0.00006937596,0.00016778798,0.0004077988],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9643112,0.027666837,0.0021631117,0.0018115649,0.0009544297,0.003092873],"domain_scores_gemma":[0.9857013,0.009625641,0.00039248413,0.0011009587,0.00053596933,0.0026436336],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.048854236,0.000509946,0.0010779764,0.0013251592,0.003285241,0.000111091416,0.00042628066,0.00041290547,0.00013808638],"category_scores_gemma":[0.0011774523,0.0004402698,0.0000509742,0.0037111104,0.00011098882,0.0005068303,0.0003826765,0.0049827355,0.00021162815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012796627,0.003286218,0.65982294,0.019014826,0.0000967324,0.00018260114,0.12187078,0.00022819685,0.00019238397,0.0060086893,0.002919887,0.18509708],"study_design_scores_gemma":[0.0035077804,0.0010029215,0.9145948,0.0016751055,0.000070843766,0.000017384818,0.039597783,0.0125458045,0.0000025325905,0.00029101974,0.026163844,0.0005301741],"about_ca_topic_score_codex":0.063978165,"about_ca_topic_score_gemma":0.03409652,"teacher_disagreement_score":0.25477186,"about_ca_system_score_codex":0.0016280925,"about_ca_system_score_gemma":0.0062755365,"threshold_uncertainty_score":0.9998049},"labels":[],"label_agreement":null},{"id":"W4400686915","doi":"10.2196/55617","title":"Impact of Remote Blood Pressure Monitoring Device Connectivity on Engagement Among Pregnant Individuals Enrolled in the Delfina Care Platform: Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Blood pressure; Medicine; Observational study; mHealth; Pregnancy; Population; Emergency medicine; Internal medicine; Nursing; Psychological intervention; Environmental health","score_opus":0.1808697126892966,"score_gpt":0.4362417982769608,"score_spread":0.2553720855876642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400686915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96751744,0.028677462,0.0000034075558,0.000432716,0.00013783696,0.0027938907,0.00005383017,0.00004744543,0.0003359934],"genre_scores_gemma":[0.998008,0.0013973237,0.00011664582,0.000099911544,0.00015650684,0.00016639549,0.000016951482,0.000017329583,0.000020937823],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978557,0.0003437353,0.00050093245,0.00039595534,0.0004918547,0.00041180756],"domain_scores_gemma":[0.9986127,0.0006907415,0.00014927232,0.00032496804,0.00007574978,0.00014658847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014197855,0.00023323542,0.0005043021,0.00017357114,0.0002823493,0.000028909642,0.00011845353,0.000095720716,0.000005806202],"category_scores_gemma":[0.000114131624,0.00014375625,0.00008967701,0.0003751655,0.00004899459,0.00012985583,0.00006458666,0.0006688138,9.624961e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031549062,0.0005554872,0.9314597,0.004001804,0.00033616755,0.000036351277,0.04892917,0.000026856975,0.000006416217,0.00015223282,0.000054995588,0.014125311],"study_design_scores_gemma":[0.002276315,0.0029515245,0.9863858,0.002409677,0.00048444656,0.000009532732,0.0050092153,0.0001432534,0.000023678811,0.00009507799,0.000104048755,0.00010739214],"about_ca_topic_score_codex":0.00095942424,"about_ca_topic_score_gemma":0.00014523357,"teacher_disagreement_score":0.05492612,"about_ca_system_score_codex":0.00008314346,"about_ca_system_score_gemma":0.0005344643,"threshold_uncertainty_score":0.586221},"labels":[],"label_agreement":null},{"id":"W4400734361","doi":"10.2196/64397","title":"Daily Negative Affect and Reaction Time Inconsistency in Emerging Adults: Ecological Momentary Assessment Study","year":2024,"lang":"en","type":"preprint","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Affect (linguistics); Ecology; Psychology; Environmental science; Biology; Computer science","score_opus":0.08854377960888618,"score_gpt":0.5024032335754959,"score_spread":0.4138594539666097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400734361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97846437,0.0028747849,0.0000012066179,0.0058367797,0.0012156115,0.0065959394,0.00013723073,0.00013470498,0.004739379],"genre_scores_gemma":[0.9937761,0.0017299212,0.00033078925,0.0009284467,0.00035753372,0.0021565175,0.0001304364,0.0000560897,0.0005342018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933934,0.0021109767,0.0011821084,0.0015990784,0.0005441257,0.0011703174],"domain_scores_gemma":[0.99746764,0.0006133511,0.00040432057,0.00057528616,0.00006219798,0.00087718363],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0029971984,0.0005109588,0.0009629199,0.00069477345,0.00030595684,0.00007837892,0.00021911455,0.0005063345,0.00019835883],"category_scores_gemma":[0.00005871032,0.0004630701,0.00006594977,0.00036453543,0.00014990215,0.000078336314,0.0010858017,0.0036607645,0.00008949243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057889046,0.014297767,0.44623712,0.05196959,0.0005969829,0.0020240347,0.09697473,0.0000062013087,0.00003971073,0.0030057637,0.018063318,0.3609959],"study_design_scores_gemma":[0.0024660768,0.0034464176,0.97708255,0.00071445946,0.00006687389,0.000035493984,0.011255456,0.00078567973,1.9021306e-7,0.0035238646,0.0002838278,0.00033912543],"about_ca_topic_score_codex":0.009005534,"about_ca_topic_score_gemma":0.0023644464,"teacher_disagreement_score":0.5308454,"about_ca_system_score_codex":0.0015626835,"about_ca_system_score_gemma":0.0010231504,"threshold_uncertainty_score":0.9997821},"labels":[],"label_agreement":null},{"id":"W4400774154","doi":"10.2196/56226","title":"Continuous Monitoring of Heart Rate Variability and Respiration for the Remote Diagnosis of Chronic Obstructive Pulmonary Disease: Prospective Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Heart rate variability; Heart rate; Respiration; Receiver operating characteristic; Logistic regression; Internal medicine; Cardiology; Prospective cohort study; Physical therapy; Blood pressure","score_opus":0.0787981572752829,"score_gpt":0.3865825046559881,"score_spread":0.3077843473807052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400774154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855843,0.0034404171,0.00027213743,0.0062086056,0.00023435529,0.004118565,0.000103337756,0.000028787857,0.000009474582],"genre_scores_gemma":[0.99858177,0.00028115275,0.0002860015,0.00008677271,0.0003432306,0.00036310678,0.000009164204,0.0000127512985,0.000036055222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998479,0.000223408,0.00054746994,0.0003837329,0.00014722915,0.00021915969],"domain_scores_gemma":[0.99759936,0.001668453,0.0001206573,0.00024003514,0.00018571551,0.0001858022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001999918,0.00012685193,0.0004054094,0.000061168845,0.00017507015,0.00001704824,0.00003591763,0.000057008834,0.000006673147],"category_scores_gemma":[0.00040264468,0.00009177188,0.000057176312,0.00018319377,0.00013487124,0.000105581086,0.000026506783,0.0001969257,2.626573e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007532488,0.0004148871,0.93616676,0.0051231557,0.00006769281,0.0000022359093,0.0013129814,0.000015366599,0.0005071612,0.001430372,0.000021656588,0.054184463],"study_design_scores_gemma":[0.0007694241,0.0008886656,0.9850239,0.00021024303,0.00019143686,0.0000030236267,0.00031620648,0.009852348,0.00006946744,0.0014231693,0.0011905034,0.000061570136],"about_ca_topic_score_codex":0.0002660465,"about_ca_topic_score_gemma":0.000009933036,"teacher_disagreement_score":0.05412289,"about_ca_system_score_codex":0.00020459556,"about_ca_system_score_gemma":0.0011947115,"threshold_uncertainty_score":0.37423486},"labels":[],"label_agreement":null},{"id":"W4400804523","doi":"10.2196/48582","title":"Identifying Weekly Trajectories of Pain Severity Using Daily Data From an mHealth Study: Cluster Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Versus Arthritis","keywords":"Cluster analysis; Cluster (spacecraft); Medoid; mHealth; Chronic pain; Medicine; Physical therapy; Population; Physical medicine and rehabilitation; Computer science; Psychological intervention; Artificial intelligence; Psychiatry","score_opus":0.10346761403368607,"score_gpt":0.4460037340354194,"score_spread":0.3425361200017333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400804523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98878396,0.0027528482,0.0042554005,0.0023058439,0.0003388632,0.0011859622,0.00022445979,0.00011553599,0.000037147893],"genre_scores_gemma":[0.9946935,0.00027019723,0.0029168252,0.00089667336,0.00040373212,0.000017901397,0.0007145654,0.000033263485,0.00005330595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99614626,0.0010943622,0.0009158702,0.0008704311,0.0005216797,0.0004514141],"domain_scores_gemma":[0.9976015,0.0005002835,0.00020881998,0.0009850131,0.00010150406,0.00060287974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045347614,0.00023840938,0.0008079455,0.0005014249,0.00024825448,0.00006633468,0.00017620312,0.00014303158,0.000068903944],"category_scores_gemma":[0.00017296114,0.00019529356,0.00011358967,0.0011717724,0.00012050238,0.00041884565,0.00009671229,0.00041431823,0.0000032946277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011360752,0.002252351,0.8450792,0.043198332,0.0012663106,0.000026507272,0.034726646,0.000038775644,0.000559113,0.00014992047,0.0022587548,0.069308005],"study_design_scores_gemma":[0.0008723401,0.0010740993,0.9158238,0.0003382548,0.0012793829,0.0000025893441,0.0072947135,0.07263796,0.000002192465,0.00020982808,0.0002988717,0.00016593514],"about_ca_topic_score_codex":0.009244932,"about_ca_topic_score_gemma":0.0030122497,"teacher_disagreement_score":0.07259918,"about_ca_system_score_codex":0.00017476629,"about_ca_system_score_gemma":0.00079937134,"threshold_uncertainty_score":0.9973526},"labels":[],"label_agreement":null},{"id":"W4401153216","doi":"10.2196/49449","title":"Usability Assessment Methods for Mobile Apps for Physical Rehabilitation: Umbrella Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; CINAHL; mHealth; Systematic review; Psychological intervention; Applied psychology; MEDLINE; Computer science; Medicine; Psychology; Nursing; Human–computer interaction","score_opus":0.2518632595040845,"score_gpt":0.6673295389876555,"score_spread":0.41546627948357095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401153216","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026616779,0.8897764,0.0042738346,0.005211957,0.0019102902,0.0958973,0.0019456989,0.00039659478,0.0005852666],"genre_scores_gemma":[8.2750796e-7,0.62556785,0.042553224,0.0034736907,0.0014998082,0.32480425,0.0012017217,0.00020160656,0.00069700636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9850738,0.004006129,0.005217958,0.0025507128,0.00044938008,0.002702007],"domain_scores_gemma":[0.974141,0.018538628,0.0023662525,0.0018148249,0.0007169316,0.002422337],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01404548,0.0012443968,0.0061584627,0.00042742636,0.0026192097,0.00003730294,0.0005928777,0.0011916338,0.000087136774],"category_scores_gemma":[0.0011758624,0.0009703775,0.0012952468,0.0011892294,0.0002737531,0.0001313035,0.00024566223,0.0030158632,0.00017120605],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029787216,0.00015776482,0.0000022023555,0.44977948,0.000026022877,1.0027682e-7,0.00014784795,4.11118e-8,1.1976774e-8,0.010305885,0.06547397,0.47407687],"study_design_scores_gemma":[0.0007885979,0.0015123365,0.0000138608775,0.069377415,0.0027051985,0.000007762732,0.00016296799,0.00020318408,6.7900965e-9,0.006984285,0.9176677,0.00057666976],"about_ca_topic_score_codex":0.000078086494,"about_ca_topic_score_gemma":0.00004249064,"teacher_disagreement_score":0.8521937,"about_ca_system_score_codex":0.0020404253,"about_ca_system_score_gemma":0.016401311,"threshold_uncertainty_score":0.9992842},"labels":[],"label_agreement":null},{"id":"W4401325392","doi":"10.2196/49576","title":"Using Wearables to Study Biopsychosocial Dynamics in Couples Who Cope With a Chronic Health Condition: Ambulatory Assessment Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Biopsychosocial model; Wearable computer; Ambulatory; Everyday life; Psychology; mHealth; Applied psychology; eHealth; Medicine; Health care; Psychotherapist; Psychiatry; Psychological intervention; Computer science","score_opus":0.05468997331880292,"score_gpt":0.4381375404614021,"score_spread":0.38344756714259914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401325392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98086315,0.0018511832,0.00027616852,0.010341354,0.00025848043,0.0061547477,0.0000620684,0.000121219775,0.00007160192],"genre_scores_gemma":[0.9972365,0.00019791836,0.0003735251,0.0014758537,0.0003134298,0.00027962797,0.000024830095,0.000042919462,0.00005543038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969209,0.00039443278,0.0008092527,0.0007644397,0.00037410896,0.0007368928],"domain_scores_gemma":[0.9986076,0.00012771509,0.00011707934,0.00034437506,0.00006378926,0.000739472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020805758,0.00028738411,0.0008694428,0.00035968717,0.00038191685,0.00009741919,0.00007180059,0.000092346505,0.000056563906],"category_scores_gemma":[0.000011746191,0.00024122125,0.000039998795,0.00069484336,0.0000729745,0.000120825694,0.000040526025,0.0006278849,0.000008581318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013073082,0.010943122,0.81787455,0.010485633,0.00045873158,0.0004986764,0.03574349,0.00038397327,0.00011078852,0.0035083727,0.00065452926,0.11803085],"study_design_scores_gemma":[0.005823236,0.011637181,0.92537034,0.0009612796,0.00012403987,0.000050826493,0.013145387,0.040502403,7.298629e-7,0.000051637122,0.002048741,0.00028420534],"about_ca_topic_score_codex":0.0035641107,"about_ca_topic_score_gemma":0.010147608,"teacher_disagreement_score":0.11774665,"about_ca_system_score_codex":0.0034913283,"about_ca_system_score_gemma":0.007088879,"threshold_uncertainty_score":0.99854},"labels":[],"label_agreement":null},{"id":"W4401356063","doi":"10.2196/64632","title":"Correction: The Effect of an mHealth Self-Monitoring Intervention (MI-BP) on Blood Pressure Among Black Individuals With Uncontrolled Hypertension: Randomized Controlled Trial","year":2024,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"mHealth; Blood pressure; Randomized controlled trial; Medicine; Intervention (counseling); Physical therapy; Psychology; Psychological intervention; Internal medicine; Psychiatry","score_opus":0.020901889917493567,"score_gpt":0.32722820233504335,"score_spread":0.30632631241754976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401356063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5602183,0.273483,0.0000066913117,0.009523184,0.07726144,0.06522567,0.00019022566,0.0010651668,0.013026354],"genre_scores_gemma":[0.9138129,0.01753893,0.00006822876,0.0019878037,0.014794778,0.0051708124,0.00035474426,0.00030430328,0.04596754],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99030715,0.003538028,0.0024083226,0.0012709999,0.0015322715,0.0009431965],"domain_scores_gemma":[0.9922157,0.0034195539,0.0020735092,0.0010164421,0.0005060244,0.0007687738],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0068357224,0.0011075144,0.008937767,0.000628538,0.00068460807,0.00012899992,0.00025833418,0.0010495795,0.000038348302],"category_scores_gemma":[0.0006021444,0.0005515783,0.0010511965,0.00050856447,0.00050814456,0.00013555776,0.00011919628,0.003449221,0.000009597767],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7197716,0.0008172927,0.00031944521,0.010161358,0.007982654,0.00008317899,0.0010162825,0.0000050154504,7.014255e-7,0.0000149906045,0.25836098,0.0014664638],"study_design_scores_gemma":[0.86559397,0.026527638,0.001256535,0.006507202,0.079878435,0.00019262254,0.00035021763,0.00104875,0.000018350927,0.000020090558,0.018185109,0.00042108694],"about_ca_topic_score_codex":0.00067327294,"about_ca_topic_score_gemma":0.00013898034,"teacher_disagreement_score":0.3535946,"about_ca_system_score_codex":0.00004789304,"about_ca_system_score_gemma":0.0010295368,"threshold_uncertainty_score":0.9996936},"labels":[],"label_agreement":null},{"id":"W4401409582","doi":"10.2196/53805","title":"Assessment of Eye Care Apps for Children and Adolescents Based on the Mobile App Rating Scale: Content Analysis and Quality Assessment","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Rating scale; Scale (ratio); mHealth; Quality (philosophy); App store; Psychology; Computer science; Medicine; World Wide Web; Psychological intervention; Psychiatry; Developmental psychology","score_opus":0.06618367203009327,"score_gpt":0.43695555511538875,"score_spread":0.37077188308529546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401409582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879021,0.005049564,0.0007094557,0.0029579261,0.000066938635,0.0029529775,0.00020009374,0.000046888134,0.0001140483],"genre_scores_gemma":[0.9958112,0.000951158,0.0018868456,0.00084130955,0.00007239236,0.0003196174,0.00008211226,0.000016559046,0.000018774248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798775,0.00023029634,0.0005634731,0.0004914306,0.0003980722,0.00032897797],"domain_scores_gemma":[0.9987624,0.00034491954,0.00021113764,0.00028226542,0.0001333531,0.00026592074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001465373,0.00020794374,0.00069413823,0.00017430882,0.000312281,0.0000457867,0.000052204236,0.000079781435,0.0000035592636],"category_scores_gemma":[0.00005024357,0.00013517524,0.000105822495,0.00025039405,0.00014301519,0.000036194448,0.000050977156,0.00032456813,1.4432146e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001457451,0.00017488464,0.96707386,0.013951192,0.00017888691,0.0000010417841,0.0015839125,0.0000051687243,0.000081887054,0.00033429192,0.00014841933,0.016320685],"study_design_scores_gemma":[0.0012470228,0.0008870828,0.9885743,0.0008210709,0.0006674085,0.0000017318008,0.0030763028,0.0045369924,0.00003269213,0.000014076937,0.00003618827,0.00010510659],"about_ca_topic_score_codex":0.0002842619,"about_ca_topic_score_gemma":0.000110639725,"teacher_disagreement_score":0.021500437,"about_ca_system_score_codex":0.0001409962,"about_ca_system_score_gemma":0.0003028623,"threshold_uncertainty_score":0.55122864},"labels":[],"label_agreement":null},{"id":"W4401634738","doi":"10.2196/59098","title":"A Dual-Modality Home-Based Cardiac Rehabilitation Program for Adults With Cardiovascular Disease: Single-Arm Remote Clinical Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Rehabilitation; Modality (human–computer interaction); Physical medicine and rehabilitation; Physical therapy; Disease; Computer science; Internal medicine; Human–computer interaction; World Wide Web","score_opus":0.06731301406310206,"score_gpt":0.43808425557673686,"score_spread":0.37077124151363483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401634738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9433778,0.015291914,0.0005553357,0.016302856,0.0023487792,0.020895602,0.0003984609,0.0006395639,0.00018967564],"genre_scores_gemma":[0.981164,0.001958731,0.009072617,0.002155988,0.002907498,0.0019199467,0.00063970924,0.000112850656,0.0000686641],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943809,0.000685543,0.0014062584,0.0013557863,0.00091288873,0.001258647],"domain_scores_gemma":[0.9941896,0.0010574956,0.0002001534,0.00091738574,0.00027289047,0.003362462],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049289446,0.00042476022,0.0014743018,0.0002593111,0.00037562885,0.000069797046,0.00006144964,0.00029896657,0.000006742362],"category_scores_gemma":[0.00037438495,0.0003377871,0.00095131574,0.0005840247,0.00026343524,0.000127674,0.000025893218,0.00068906194,0.000009827893],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17975369,0.0022875057,0.004198117,0.05721008,0.00018722184,0.000052995314,0.0006089993,0.0000048446855,4.7199418e-7,0.00021224708,0.002302631,0.7531812],"study_design_scores_gemma":[0.18154974,0.13600829,0.22199577,0.0066434946,0.0039284662,0.00009393183,0.0011193032,0.0085652815,0.0000044835806,0.00069666357,0.43815997,0.0012345954],"about_ca_topic_score_codex":0.00057241967,"about_ca_topic_score_gemma":0.000039512044,"teacher_disagreement_score":0.75194657,"about_ca_system_score_codex":0.00071448315,"about_ca_system_score_gemma":0.005758926,"threshold_uncertainty_score":0.99990743},"labels":[],"label_agreement":null},{"id":"W4401747433","doi":"10.2196/54511","title":"Current Status of Barriers to mHealth Access Among Patients With Stroke and Steps Toward the Digital Health Era: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; CINAHL; Telemedicine; MEDLINE; Medicine; Telecare; Health care; Observational study; Inclusion (mineral); eHealth; Systematic review; Nursing; Psychology; Psychological intervention","score_opus":0.05692677145235183,"score_gpt":0.42410347003944965,"score_spread":0.36717669858709784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401747433","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024109147,0.9757257,0.000011306555,0.001802645,0.0006118515,0.017935527,0.0013492391,0.00006970584,0.00008307649],"genre_scores_gemma":[0.002321582,0.994019,0.00004479596,0.0019434349,0.00013667608,0.0009934049,0.0003255104,0.00010723315,0.0001083658],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99354255,0.0006532253,0.0026550763,0.0009582033,0.0009946956,0.0011962178],"domain_scores_gemma":[0.9930881,0.00058926287,0.0016357681,0.00078355963,0.000253776,0.0036495354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013127427,0.0007850982,0.005337583,0.000596119,0.00026096086,0.0001445776,0.00026789113,0.00020176376,0.000017560456],"category_scores_gemma":[0.0006568251,0.00039737506,0.00038708575,0.0009585671,0.00025596484,0.00019379049,0.00018648543,0.0012913133,0.000015732983],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048743175,0.00008395153,0.0037011395,0.7843817,0.00012968213,0.000001354759,0.00052975287,4.032288e-8,2.2729242e-10,0.000032470212,0.0035192585,0.20757191],"study_design_scores_gemma":[0.0008176245,0.0022078028,0.014679719,0.7839348,0.0033568384,0.00003292636,0.0004023392,0.0000029241226,3.432113e-9,0.000003928723,0.1942109,0.00035022708],"about_ca_topic_score_codex":0.00017495416,"about_ca_topic_score_gemma":0.000041225037,"teacher_disagreement_score":0.20722169,"about_ca_system_score_codex":0.0007980939,"about_ca_system_score_gemma":0.0077575203,"threshold_uncertainty_score":0.9998478},"labels":[],"label_agreement":null},{"id":"W4401794068","doi":"10.2196/53355","title":"Efficacy of a Web-Based Home Blood Pressure Monitoring Program in Improving Predialysis Blood Pressure Control Among Patients Undergoing Hemodialysis: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Blood pressure; Randomized controlled trial; Population; Intensive care medicine; Internal medicine; Physical therapy","score_opus":0.0110817119357126,"score_gpt":0.30061316784897435,"score_spread":0.28953145591326174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401794068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958306,0.021181166,0.00004640912,0.0004026315,0.0005937561,0.018982558,0.00004836372,0.00023953959,0.00019958828],"genre_scores_gemma":[0.99395514,0.0008972703,0.00023191629,0.00009340882,0.00064633595,0.0038962371,0.00007120818,0.00006174257,0.00014673927],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99431527,0.0010121752,0.0020526864,0.0008832934,0.0009210501,0.0008155049],"domain_scores_gemma":[0.9963527,0.0015361342,0.0007510843,0.00048097255,0.00018972499,0.000689427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002620735,0.00048821763,0.003423932,0.00093675597,0.00015347793,0.00015079629,0.00015727339,0.00025531766,0.000025433385],"category_scores_gemma":[0.0007833763,0.00034751487,0.0009603677,0.0008030602,0.00016898797,0.00015690847,0.000059048005,0.00044227278,0.0000012207488],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9160213,0.007758563,0.031444516,0.019941289,0.008530095,0.00005372433,0.00075737626,0.00075641886,0.000044614444,0.00007603791,0.000054680786,0.014561403],"study_design_scores_gemma":[0.8791109,0.0017314829,0.023681141,0.0014043902,0.056105472,5.418065e-7,0.000053324544,0.037551835,0.000020656398,0.000019565958,0.00006923706,0.0002515006],"about_ca_topic_score_codex":0.00023417531,"about_ca_topic_score_gemma":0.000042046457,"teacher_disagreement_score":0.047575377,"about_ca_system_score_codex":0.000038675622,"about_ca_system_score_gemma":0.0010668066,"threshold_uncertainty_score":0.99989766},"labels":[],"label_agreement":null},{"id":"W4401814738","doi":"10.2196/55254","title":"Establishing a Consensus-Based Framework for the Use of Wearable Activity Trackers in Health Care: Delphi Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Delphi method; Wearable computer; CLARITY; Checklist; Likert scale; Digital health; Medicine; Medical education; Nursing; Psychology; Computer science","score_opus":0.18370362398799556,"score_gpt":0.4517372697847048,"score_spread":0.26803364579670924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401814738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9474043,0.004475193,0.0024803143,0.040831175,0.00026982656,0.004322642,0.0001096686,0.000094077295,0.000012782944],"genre_scores_gemma":[0.99281746,0.0006360492,0.0027644052,0.0032523985,0.00021193798,0.0002504298,0.000008870281,0.000039127393,0.000019303181],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973172,0.00034004432,0.0006396314,0.0005372251,0.00037497486,0.0007909065],"domain_scores_gemma":[0.9942188,0.0045042355,0.00023005516,0.00040372065,0.00009209207,0.0005510794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013798946,0.00023341228,0.0008277431,0.00023461333,0.00036847548,0.000073446136,0.00008981318,0.00014700808,0.00000585107],"category_scores_gemma":[0.00040649436,0.00016965656,0.00010722693,0.0007103339,0.00014280037,0.00017825303,0.000026871407,0.0010749977,0.000001515126],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019663932,0.015206555,0.04123808,0.13937248,0.00029929832,0.00010345948,0.089677,0.00088589056,0.00011780015,0.016723685,0.009930944,0.6667809],"study_design_scores_gemma":[0.018893769,0.041672435,0.6913938,0.013287321,0.000807356,0.00007727265,0.03062605,0.12979102,0.0001968867,0.004941295,0.06694349,0.0013693109],"about_ca_topic_score_codex":0.0068877162,"about_ca_topic_score_gemma":0.0019623218,"teacher_disagreement_score":0.6654116,"about_ca_system_score_codex":0.00043482234,"about_ca_system_score_gemma":0.0036349213,"threshold_uncertainty_score":0.9997255},"labels":[],"label_agreement":null},{"id":"W4401872659","doi":"10.2196/54826","title":"The Role of Smartwatch Technology in the Provision of Care for Type 1 or 2 Diabetes Mellitus or Gestational Diabetes: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gestational diabetes; Diabetes mellitus; Medicine; Type 2 Diabetes Mellitus; Type 2 diabetes; Smartwatch; eHealth; mHealth; Telehealth; Telemedicine; Pregnancy; Health care; Gestation; Wearable computer; Psychological intervention; Endocrinology; Computer science; Nursing","score_opus":0.09509935203885474,"score_gpt":0.5028884094512825,"score_spread":0.4077890574124278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401872659","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057824145,0.94721437,0.0000024536973,0.0036375774,0.00038234604,0.047954332,0.000615874,0.00006157173,0.000073637355],"genre_scores_gemma":[0.00016770362,0.9171585,0.00019876233,0.0012040575,0.00017248603,0.080487244,0.0003564311,0.00008305733,0.00017177066],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906211,0.0019822547,0.0047521973,0.0007091005,0.0005094931,0.001425889],"domain_scores_gemma":[0.98679787,0.007969104,0.0030060501,0.0012088238,0.00064655324,0.00037161369],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005286999,0.00056103396,0.0038868163,0.00047996247,0.0011240072,0.000013699325,0.00081382453,0.0007570843,0.000018285318],"category_scores_gemma":[0.0016675143,0.00024545053,0.0002472536,0.002175671,0.0002298257,0.000052434458,0.00014120378,0.0016170358,0.000033606826],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004958478,0.00005446482,0.000046382,0.7906607,0.000026655913,3.355553e-7,0.0006266005,2.2979933e-8,2.7556634e-8,0.0058941296,0.0021979136,0.20044322],"study_design_scores_gemma":[0.0002449989,0.00065988506,0.000013013416,0.36846927,0.0011342259,0.0000032550388,0.002029347,0.000016011543,5.8828785e-8,0.00090716145,0.6263784,0.0001443341],"about_ca_topic_score_codex":0.000071495124,"about_ca_topic_score_gemma":0.00056680595,"teacher_disagreement_score":0.6241805,"about_ca_system_score_codex":0.0003994474,"about_ca_system_score_gemma":0.011139455,"threshold_uncertainty_score":0.99999976},"labels":[],"label_agreement":null},{"id":"W4401872692","doi":"10.2196/56475","title":"Efficacy of a WeChat-Based, Multidisciplinary, Full-Course Nutritional Management Program on the Nutritional Status of Patients With Ovarian Cancer Undergoing Chemotherapy: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Chemotherapy; Cancer; Randomized controlled trial; Adverse effect; Ovarian cancer; Malnutrition; Internal medicine; Intensive care medicine","score_opus":0.03383100036284748,"score_gpt":0.3932172832974428,"score_spread":0.35938628293459535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401872692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944805,0.0028297072,0.00017202817,0.028368572,0.00036412152,0.022728737,0.00019445182,0.000110205896,0.00042717962],"genre_scores_gemma":[0.9863682,0.0035605899,0.0037411202,0.001523122,0.00030902485,0.0041960455,0.0002050376,0.000039648494,0.00005724111],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99698013,0.00031194856,0.0010173596,0.000392074,0.00073334645,0.00056515855],"domain_scores_gemma":[0.99738383,0.0013600134,0.00041502784,0.00022297181,0.00020432293,0.00041383586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011054232,0.00025457333,0.001190254,0.00030323994,0.0002370907,0.000024818455,0.00006749833,0.000098094744,0.00016044731],"category_scores_gemma":[0.000044040084,0.00015152166,0.00023545559,0.000364596,0.00026698556,0.000045554232,0.000016221751,0.00035969308,0.0000017533026],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9579288,0.006554837,0.0011374698,0.010394614,0.0002995217,0.0000068303902,0.00027851816,0.0000068559953,0.0000019338368,0.013228168,0.00058790966,0.009574562],"study_design_scores_gemma":[0.95895576,0.0034230305,0.02906615,0.0038334958,0.0004342193,0.0000025303204,0.0001622906,0.0024913792,0.000006876566,0.0005659512,0.00092379865,0.00013453134],"about_ca_topic_score_codex":0.000054714408,"about_ca_topic_score_gemma":0.000019606134,"teacher_disagreement_score":0.041563172,"about_ca_system_score_codex":0.00021157453,"about_ca_system_score_gemma":0.0014438233,"threshold_uncertainty_score":0.6178874},"labels":[],"label_agreement":null},{"id":"W4401878144","doi":"10.2196/55239","title":"Initial Evaluation of Acceptability, Engagement, and Effectiveness of the MO App to Provide Tailored and Comprehensive Support for Smoking Cessation: Development and Usability Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; mHealth; Medicine; Abstinence; Mobile apps; Usability; Psychological intervention; Nursing; Psychiatry; World Wide Web","score_opus":0.1666632252394865,"score_gpt":0.46444431555318233,"score_spread":0.2977810903136958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401878144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99402213,0.00020832785,0.00012550967,0.00025395176,0.0001228997,0.005213624,0.000016925509,0.000017015604,0.00001960322],"genre_scores_gemma":[0.9992708,0.00001660923,0.000114895905,0.00007330274,0.000032745284,0.00046103259,0.000019156125,0.000009573359,0.0000019033737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825823,0.00045080404,0.00040839455,0.00034327232,0.00038764442,0.00015165229],"domain_scores_gemma":[0.9989835,0.00037200647,0.00011754447,0.00013106597,0.00026818216,0.00012770858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038617044,0.00011632362,0.00029903036,0.000095040894,0.00018392997,0.000022192702,0.000029426274,0.00005618994,0.000006456781],"category_scores_gemma":[0.00014838246,0.00008596585,0.000017948469,0.0001677031,0.00009748004,0.000083064166,0.00006911169,0.00012974028,2.3647843e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004367948,0.00019360562,0.8430565,0.009046253,0.000029324392,2.1627042e-7,0.009880453,0.0000023901011,0.00014906526,0.000085670654,0.000008559405,0.13711116],"study_design_scores_gemma":[0.0021261114,0.00090571365,0.9921616,0.00019958215,0.00032096272,0.000005341218,0.00279053,0.00020435867,0.0009086292,0.00019555901,0.000117368385,0.00006424487],"about_ca_topic_score_codex":0.00009376805,"about_ca_topic_score_gemma":0.00003740049,"teacher_disagreement_score":0.1491051,"about_ca_system_score_codex":0.0001392328,"about_ca_system_score_gemma":0.0005405188,"threshold_uncertainty_score":0.35055855},"labels":[],"label_agreement":null},{"id":"W4401898631","doi":"10.2196/59469","title":"Controlled and Real-Life Investigation of Optical Tracking Sensors in Smart Glasses for Monitoring Eating Behavior Using Deep Learning: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tracking (education); Psychology; Computer science; Cross-sectional study; Applied psychology; Artificial intelligence; Human–computer interaction; Medicine","score_opus":0.12318570414323388,"score_gpt":0.44485883197232085,"score_spread":0.32167312782908697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401898631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99611133,0.0018954416,0.000036017904,0.00021018513,0.00018492834,0.0014944979,0.0000066594994,0.000036449142,0.000024484738],"genre_scores_gemma":[0.9978816,0.00048172456,0.0010091705,0.00003509441,0.00036127222,0.00019011732,0.000011030404,0.000018239034,0.000011789476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852085,0.0000686746,0.0006097585,0.0002943728,0.00022802001,0.00027831065],"domain_scores_gemma":[0.9989471,0.0005151371,0.000114072245,0.000048755795,0.00012166112,0.00025326284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080390414,0.00012551382,0.00043774958,0.00015568644,0.00028842062,0.00004817543,0.000016029535,0.000080754886,0.000002007348],"category_scores_gemma":[0.00023603544,0.000111218185,0.000046162677,0.00016423347,0.00007864439,0.0000883076,0.000019072797,0.00024591456,1.5856043e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008845672,0.00014463482,0.99484545,0.0020518987,0.000023799812,0.000009255312,0.00077027647,0.00002952577,0.0003245965,0.00021476425,0.000002126135,0.0006991146],"study_design_scores_gemma":[0.005037029,0.0010159954,0.9868956,0.0002953254,0.00009696925,0.000023208471,0.0019895646,0.0044922335,0.000018583634,0.000050536557,0.000009824418,0.00007512473],"about_ca_topic_score_codex":0.00049876614,"about_ca_topic_score_gemma":0.000043471384,"teacher_disagreement_score":0.007949836,"about_ca_system_score_codex":0.00012731727,"about_ca_system_score_gemma":0.00020373985,"threshold_uncertainty_score":0.4535346},"labels":[],"label_agreement":null},{"id":"W4402031207","doi":"10.2196/57289","title":"Smartphone Apps for Pulmonary Hypertension: Systematic Search and Content Evaluation","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Android (operating system); mHealth; App store; Medicine; Health professionals; Health care; Smartphone application; Population; World Wide Web; Internet privacy; Computer science; Multimedia; Nursing; Psychological intervention","score_opus":0.46470406116979635,"score_gpt":0.5587061156245987,"score_spread":0.09400205445480236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402031207","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019140406,0.93161374,0.00006981514,0.0021505724,0.0017004069,0.06308718,0.0005572482,0.00026635476,0.0003632718],"genre_scores_gemma":[0.0003091015,0.8675459,0.0002967111,0.002178815,0.00104795,0.12617543,0.0009388383,0.00020203818,0.0013051893],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98814285,0.0029262651,0.00413565,0.0017261879,0.0008610103,0.0022080492],"domain_scores_gemma":[0.99157965,0.002907551,0.0012223113,0.0010805245,0.0007609635,0.0024489895],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.009939462,0.0009547468,0.004424281,0.00078998314,0.002597868,0.000053920514,0.00030732583,0.0013159259,0.0000551638],"category_scores_gemma":[0.0004577339,0.00069374236,0.00032637778,0.0007892035,0.00017090507,0.0001249997,0.00025036585,0.002452475,0.00039551235],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003865857,0.00006502958,0.000006872935,0.58250034,0.000036289413,0.000002900977,0.00021830967,4.6942674e-8,5.2439027e-8,0.0022578295,0.005237182,0.40963647],"study_design_scores_gemma":[0.0012040178,0.0003349331,0.00012386806,0.1698981,0.004220787,0.00020295818,0.0012974434,0.0014331482,1.1166261e-8,0.00047133313,0.8202445,0.0005689081],"about_ca_topic_score_codex":0.00041883497,"about_ca_topic_score_gemma":0.00014058713,"teacher_disagreement_score":0.8150073,"about_ca_system_score_codex":0.0011854942,"about_ca_system_score_gemma":0.009758264,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W4402038426","doi":"10.2196/56972","title":"Real-World Accuracy of Wearable Activity Trackers for Detecting Medical Conditions: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Activity tracker; Meta-analysis; Computer science; mHealth; Wearable technology; Medicine; Psychological intervention; Embedded system","score_opus":0.24232487143451586,"score_gpt":0.487136580505991,"score_spread":0.24481170907147515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402038426","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000033575352,0.98646826,0.0040194695,0.0014270479,0.00014240116,0.0073570036,0.00036062667,0.00014382279,0.000078012934],"genre_scores_gemma":[0.00084993395,0.9940301,0.00042305424,0.00048001585,0.000055695033,0.003818932,0.000031221312,0.000041081425,0.00026996352],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99331325,0.0017550959,0.0024229167,0.0011731542,0.0007317523,0.0006038517],"domain_scores_gemma":[0.9903757,0.0049496796,0.0026905092,0.0010245136,0.00023352816,0.0007260895],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059381374,0.0006201098,0.010119981,0.0010199547,0.00030975285,0.00018418228,0.000627285,0.0003109655,0.00003787125],"category_scores_gemma":[0.0009502303,0.00043389617,0.0017926035,0.0024987564,0.000095847805,0.00047644015,0.00021304269,0.0007616394,0.0000150678925],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016668632,0.000042589447,2.6357958e-7,0.93708104,0.012523472,0.000003749298,0.00008552762,2.1472928e-8,9.887488e-9,0.00036961603,0.00030971502,0.049582325],"study_design_scores_gemma":[0.00022739264,0.00017182768,0.00000424055,0.14658657,0.8335685,0.00020384435,0.000035867615,0.0007543881,2.5564242e-7,0.00024263268,0.017576711,0.00062772917],"about_ca_topic_score_codex":0.0005311883,"about_ca_topic_score_gemma":0.00072714005,"teacher_disagreement_score":0.82104504,"about_ca_system_score_codex":0.00021814232,"about_ca_system_score_gemma":0.0018677807,"threshold_uncertainty_score":0.9998113},"labels":[],"label_agreement":null},{"id":"W4402155803","doi":"10.2196/65277","title":"Evaluating the Sensitivity of Wearable Devices in Posttranscatheter Aortic Valve Implantation Functional Assessment","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Aortic valve; Medicine; Wearable technology; Sensitivity (control systems); Computer science; Cardiology; Engineering; Embedded system","score_opus":0.08043998364830442,"score_gpt":0.48272714952893236,"score_spread":0.40228716588062796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402155803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939308,0.003599311,0.00006155864,0.0013794351,0.00016585164,0.0005755432,0.00005321373,0.000021080748,0.00021318065],"genre_scores_gemma":[0.99869716,0.00047031953,0.000100428675,0.0004956777,0.0000816953,0.00005423999,0.000066010594,0.000010175062,0.00002431868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988806,0.00017495408,0.0002605356,0.00020691355,0.00026221448,0.0002147504],"domain_scores_gemma":[0.9994099,0.0002463165,0.00005740293,0.00010974431,0.000045819263,0.00013079675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008495591,0.00009387215,0.00020555261,0.000084928535,0.000089074056,0.000017417537,0.000011226469,0.000036438203,0.000022024426],"category_scores_gemma":[0.000011702515,0.00006143215,0.00021037576,0.00016407976,0.000028555954,0.00006156274,0.00000847469,0.00015059648,0.000004727467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005777726,0.0004088525,0.858488,0.005483181,0.00031799046,0.000013608997,0.0012715156,0.00006152737,0.0005161839,0.0006374586,0.00009330155,0.13213061],"study_design_scores_gemma":[0.00068376557,0.00041464713,0.99178797,0.00030675728,0.00041885956,0.000037707134,0.00022825008,0.005899812,0.000008956563,0.00014765469,0.000021636612,0.000043979362],"about_ca_topic_score_codex":0.00060379057,"about_ca_topic_score_gemma":0.000048217087,"teacher_disagreement_score":0.13329998,"about_ca_system_score_codex":0.000114208044,"about_ca_system_score_gemma":0.0005774256,"threshold_uncertainty_score":0.25051302},"labels":[],"label_agreement":null},{"id":"W4402198144","doi":"10.2196/60052","title":"Ecological Momentary Assessment of Alcohol Marketing Exposure, Alcohol Use, and Purchases Among University Students: Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alcohol; Prospective cohort study; Environmental health; Cohort; Logistic regression; Unit of alcohol; Cohort study; Medicine; Psychology; Demography; Alcohol consumption; Surgery; Internal medicine; Biology; Sociology","score_opus":0.05486059642867025,"score_gpt":0.38991374466273937,"score_spread":0.3350531482340691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402198144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99476796,0.0009658502,0.0000044561216,0.00030881213,0.00012935686,0.003374595,0.000017318285,0.000112502974,0.00031913802],"genre_scores_gemma":[0.99681,0.0021900877,0.00022831628,0.00015751155,0.000062595085,0.00007049678,0.000028745671,0.00001980963,0.00043240894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979441,0.00025501085,0.00038752533,0.000570033,0.00045214972,0.00039116785],"domain_scores_gemma":[0.99875665,0.00045747228,0.00012677332,0.00021073224,0.00007583774,0.00037256387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010010968,0.00023264358,0.00059349556,0.00022133632,0.00021546384,0.000043611537,0.000070782844,0.000088402936,0.00006136414],"category_scores_gemma":[0.000038893737,0.00018137725,0.00005986345,0.00030470098,0.00014775031,0.0002600086,0.000091932496,0.00029743984,0.0000013917819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051765464,0.0011505095,0.9944228,0.00052646146,0.00031144815,0.00027967573,0.0014104692,4.0643397e-7,0.000006352243,0.000094653595,0.00026769048,0.0010118579],"study_design_scores_gemma":[0.0043419185,0.0017941365,0.9861921,0.00022152853,0.0005057513,0.000019359692,0.0066487375,0.00005930369,0.0000036564543,0.000016216332,0.000070029026,0.00012723597],"about_ca_topic_score_codex":0.00020966005,"about_ca_topic_score_gemma":0.00025805368,"teacher_disagreement_score":0.008230695,"about_ca_system_score_codex":0.0004230773,"about_ca_system_score_gemma":0.0002474791,"threshold_uncertainty_score":0.739635},"labels":[],"label_agreement":null},{"id":"W4402283081","doi":"10.2196/54509","title":"Reliability Issues of Mobile Nutrition Apps for Cardiovascular Disease Prevention: Comparative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Saturated fat; Reliability (semiconductor); Environmental health; Medicine; Consistency (knowledge bases); Tracking (education); Computer science; Psychology; Cholesterol; Internal medicine","score_opus":0.1255641659011068,"score_gpt":0.5181070233485389,"score_spread":0.39254285744743206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402283081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81281203,0.11750876,0.00292868,0.0030950562,0.0013634159,0.060471456,0.00080719835,0.0005116855,0.00050173467],"genre_scores_gemma":[0.9001841,0.009379685,0.0011447438,0.00031882204,0.0006940599,0.0873697,0.00022401147,0.000043485667,0.00064138684],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947591,0.0010972153,0.0017399095,0.00096704304,0.00047231544,0.00096441235],"domain_scores_gemma":[0.9961924,0.0008767173,0.00034265438,0.0008933221,0.00044799823,0.001246911],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036093248,0.00030693196,0.0010155216,0.000248641,0.0012667485,0.000016959833,0.00017447997,0.00020508983,0.00009865017],"category_scores_gemma":[0.00009649492,0.0002742895,0.0003188259,0.00058300834,0.00013800805,0.00019801414,0.000070261085,0.00066355994,0.000048857888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057954835,0.0128343515,0.029143434,0.41727808,0.0008582506,0.000015085574,0.045193832,0.00025718432,0.000021444066,0.08471374,0.14511698,0.25877213],"study_design_scores_gemma":[0.0042927596,0.002721289,0.046486244,0.0015764502,0.00071748055,0.000002463858,0.014034497,0.0019384024,0.000003317303,0.013299585,0.91454476,0.00038277323],"about_ca_topic_score_codex":0.00056530564,"about_ca_topic_score_gemma":0.000105972256,"teacher_disagreement_score":0.7694278,"about_ca_system_score_codex":0.0003040847,"about_ca_system_score_gemma":0.002463897,"threshold_uncertainty_score":0.9999709},"labels":[],"label_agreement":null},{"id":"W4402393075","doi":"10.2196/55207","title":"The Impact of Air Pollution Information on Individuals’ Exercise Behavior: Empirical Study Using Wearable and Mobile Devices Data","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Air pollution; Environmental health; Environmental science; Medicine","score_opus":0.14116569747475163,"score_gpt":0.46884095196344094,"score_spread":0.3276752544886893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402393075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957536,0.0012733279,0.000016944297,0.0013147343,0.00011648094,0.0012404054,0.00015301483,0.000036547714,0.00009495746],"genre_scores_gemma":[0.99832326,0.00088586786,0.000081561804,0.00058199937,0.000042208667,0.000043273616,0.000023004937,0.000008242435,0.000010606943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830693,0.00016988054,0.00048151345,0.00026054258,0.0003556538,0.00042549768],"domain_scores_gemma":[0.998914,0.00014237556,0.00017531574,0.0003693398,0.000009229596,0.00038972183],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017512783,0.00014279893,0.0002061964,0.00007771278,0.000685584,0.00009794862,0.00017897628,0.00007354272,0.000036098103],"category_scores_gemma":[0.000029581515,0.000092218004,0.000020798674,0.00025207832,0.00017611998,0.000934117,0.00018974298,0.0002583586,0.000023713621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032043544,0.0008086464,0.5870967,0.001358318,0.00002277856,0.0000028235975,0.040712953,0.0009299321,0.0000029380726,0.00007268253,0.015203626,0.3534682],"study_design_scores_gemma":[0.0002943707,0.0012976448,0.98270893,0.00011155918,0.000045036737,0.000007635945,0.0023103363,0.0063278177,0.0000010753135,0.000053827072,0.006742582,0.0000992115],"about_ca_topic_score_codex":0.0056388797,"about_ca_topic_score_gemma":0.0002910756,"teacher_disagreement_score":0.39561224,"about_ca_system_score_codex":0.00024647944,"about_ca_system_score_gemma":0.00027894296,"threshold_uncertainty_score":0.85243374},"labels":[],"label_agreement":null},{"id":"W4402472934","doi":"10.2196/63776","title":"French Version of the User Mobile Application Rating Scale: Adaptation and Validation Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Scale (ratio); Adaptation (eye); Computer science; Rating scale; Psychology; Human–computer interaction; World Wide Web; Geography; Cartography; Developmental psychology","score_opus":0.058856207952349936,"score_gpt":0.4444745256926274,"score_spread":0.3856183177402775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402472934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817009,0.0023531902,0.0012674998,0.002365986,0.0008433646,0.010679947,0.000071923234,0.00016609872,0.00055111264],"genre_scores_gemma":[0.9879728,0.0015512673,0.0003718502,0.0007445506,0.00028945386,0.008459362,0.0000643854,0.0000348628,0.0005114791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965288,0.0007388578,0.0011388217,0.00059767254,0.00039655084,0.0005993026],"domain_scores_gemma":[0.9977374,0.00062503334,0.0004854997,0.0004919861,0.00019525169,0.0004648076],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019922417,0.00021041479,0.00034768746,0.00018903284,0.0016740792,0.00002124854,0.00014907852,0.00021572859,0.000045908888],"category_scores_gemma":[0.000064458196,0.00015871218,0.000039633902,0.00072981056,0.000099696976,0.00020242723,0.0001147045,0.000753119,0.000039872608],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002353783,0.0007337684,0.5237391,0.028731054,0.00003146816,9.4657264e-7,0.038565073,0.00010210693,0.00035196368,0.010669112,0.01947906,0.377361],"study_design_scores_gemma":[0.0022196684,0.000873582,0.84392583,0.0007752945,0.000188657,0.000007892205,0.0132408645,0.013236231,0.000032614793,0.0012009577,0.123982124,0.0003162952],"about_ca_topic_score_codex":0.0023166756,"about_ca_topic_score_gemma":0.00083320786,"teacher_disagreement_score":0.3770447,"about_ca_system_score_codex":0.00021244274,"about_ca_system_score_gemma":0.001254709,"threshold_uncertainty_score":0.9996256},"labels":[],"label_agreement":null},{"id":"W4402733663","doi":"10.2196/50014","title":"Barriers and Facilitators in Implementing a Telemonitoring Application for Patients With Chronic Kidney Disease and Health Professionals: Ancillary Implementation Study of the NeLLY (New Health e-Link in the Lyon Region) Stepped-Wedge Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Medicine; Kidney disease; Telemedicine; eHealth; Health professionals; Family medicine; Physical therapy; Health care; Computer science; Surgery; World Wide Web; Internal medicine","score_opus":0.026556672710240203,"score_gpt":0.39337164458178203,"score_spread":0.36681497187154183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402733663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93107396,0.004732465,0.000119345874,0.022118263,0.00015765287,0.0417329,0.00004193413,0.000016703352,0.000006773487],"genre_scores_gemma":[0.99295074,0.0012388593,0.000035633915,0.0018232706,0.00019180987,0.0036386142,0.00008075733,0.000018503344,0.00002182204],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963525,0.0009523262,0.0012274351,0.00046825947,0.00046090034,0.0005385864],"domain_scores_gemma":[0.99816227,0.00031686173,0.00052372995,0.000231443,0.000053561853,0.0007121521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049485727,0.00021846434,0.0009913049,0.00025394544,0.00034432788,0.000041447656,0.00007150006,0.00003401691,0.0000023818602],"category_scores_gemma":[0.0001281624,0.00011203295,0.000090189315,0.00040388966,0.00006121228,0.000094518866,0.00005266227,0.00019782878,8.504132e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5473463,0.0010726857,0.26392722,0.016117705,0.00030362292,0.0000034715547,0.02249071,0.0000062742456,5.995842e-7,0.0010528965,0.002227092,0.14545146],"study_design_scores_gemma":[0.73005474,0.0023836126,0.25746366,0.00093008653,0.0003238238,6.453843e-7,0.0070851115,0.00074414123,1.3226307e-7,0.0001731641,0.00072494126,0.00011595959],"about_ca_topic_score_codex":0.001317651,"about_ca_topic_score_gemma":0.00086248905,"teacher_disagreement_score":0.18270846,"about_ca_system_score_codex":0.00034181096,"about_ca_system_score_gemma":0.0032816592,"threshold_uncertainty_score":0.58215225},"labels":[],"label_agreement":null},{"id":"W4402733697","doi":"10.2196/58127","title":"Mobile Apps for the Personal Safety of At-Risk Children and Youth: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Alberta Health","funders":"","keywords":"mHealth; Mobile apps; Psychology; Medicine; Applied psychology; Internet privacy; Psychological intervention; Computer science; Nursing; World Wide Web","score_opus":0.07298892268191658,"score_gpt":0.4662469239175901,"score_spread":0.3932580012356735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402733697","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08335035,0.86705077,0.0009340002,0.008262625,0.00075924187,0.035652213,0.0031528063,0.00023621153,0.00060177624],"genre_scores_gemma":[0.17590111,0.79967034,0.00043997265,0.007473444,0.00060087064,0.015044504,0.0003443,0.000068195506,0.00045728195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957954,0.000500391,0.0015927041,0.0006980161,0.00029487617,0.001118557],"domain_scores_gemma":[0.9956948,0.0021733178,0.0006085598,0.00046294893,0.00015198732,0.00090839015],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037862891,0.00029093184,0.0007324865,0.00012732534,0.002899866,0.0000120298255,0.00017673115,0.00023777726,0.0001398433],"category_scores_gemma":[0.00018024875,0.0002033863,0.000109526336,0.00040717094,0.00020829466,0.00008989978,0.00013926551,0.000902899,0.000033666685],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073846313,0.0001303114,0.022450417,0.3416882,0.00007736998,5.2615394e-7,0.0157813,0.0000019904517,0.0000030440017,0.011586145,0.046662934,0.5608793],"study_design_scores_gemma":[0.010128886,0.0036935625,0.30643776,0.23353557,0.0024997373,0.00012402929,0.008178052,0.0038450167,0.000006024547,0.0021408203,0.42769116,0.0017193975],"about_ca_topic_score_codex":0.0008998499,"about_ca_topic_score_gemma":0.0004456094,"teacher_disagreement_score":0.55915993,"about_ca_system_score_codex":0.00021750566,"about_ca_system_score_gemma":0.002415169,"threshold_uncertainty_score":0.99839824},"labels":[],"label_agreement":null},{"id":"W4402902787","doi":"10.2196/57158","title":"Raw Photoplethysmography as an Enhancement for Research-Grade Wearable Activity Monitors","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Accelerometer; Raw data; Wearable computer; Photoplethysmogram; Wearable technology; Computer science; Inertial measurement unit; Gyroscope; Energy expenditure; Real-time computing; Wireless; Artificial intelligence; Embedded system; Engineering; Telecommunications; Medicine","score_opus":0.09424913771647436,"score_gpt":0.4240682865040031,"score_spread":0.3298191487875287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402902787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879652,0.006184912,0.0014665759,0.0004553138,0.0014398167,0.0013653883,0.000022617534,0.00046616024,0.0006339798],"genre_scores_gemma":[0.9941561,0.003229396,0.0007271879,0.000057928417,0.00087591156,0.00074280385,0.000009842119,0.00008265088,0.00011818527],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99756086,0.00012472185,0.00028273917,0.00050995173,0.00040272347,0.001119019],"domain_scores_gemma":[0.99857134,0.00032311317,0.000028039496,0.00029214742,0.00006544104,0.00071993313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011260296,0.00024359913,0.00027870422,0.0004266015,0.00043124793,0.00016939826,0.0001584163,0.00014760169,0.000017772027],"category_scores_gemma":[0.000025646757,0.00024196896,0.00007276042,0.0006626459,0.000089391935,0.00038347003,0.000037340837,0.00064194197,0.000032561085],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007802539,0.0009904107,0.0064612473,0.04638462,0.00030299963,0.00009879726,0.010257132,0.00034256972,0.46341375,0.008655711,0.018988848,0.44332364],"study_design_scores_gemma":[0.004291916,0.009431493,0.024462944,0.0032219635,0.00018980521,0.00007356406,0.0032556106,0.018200083,0.766877,0.04385096,0.12321392,0.0029307713],"about_ca_topic_score_codex":0.0004931501,"about_ca_topic_score_gemma":0.000046945574,"teacher_disagreement_score":0.44039288,"about_ca_system_score_codex":0.00032118312,"about_ca_system_score_gemma":0.0002452568,"threshold_uncertainty_score":0.9867208},"labels":[],"label_agreement":null},{"id":"W4403020484","doi":"10.2196/57635","title":"Patient Engagement in a Mobile App–Based Rehabilitation Program for Total Hip or Knee Arthroplasty: Secondary Data Analysis of a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Psychological intervention; Physical therapy; Randomized controlled trial; Medicine; Arthroplasty; Patient education; Health care; Nursing; Surgery","score_opus":0.034850829900952444,"score_gpt":0.38452636248474015,"score_spread":0.3496755325837877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403020484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9580266,0.0028756019,0.00040247806,0.0018487632,0.0005276248,0.0357924,0.00032512247,0.00014851634,0.00005288436],"genre_scores_gemma":[0.9789663,0.00015265994,0.0071077263,0.0003377924,0.00010899814,0.0125929,0.00058281736,0.000032830543,0.00011796978],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99589765,0.00069764076,0.001819775,0.00068269134,0.00042251076,0.00047972106],"domain_scores_gemma":[0.9937304,0.004891183,0.0003918991,0.00056642486,0.00010474431,0.00031532842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039840695,0.00026476162,0.002746836,0.0009930115,0.000094366675,0.000037311835,0.00005265645,0.00012103431,0.00015546466],"category_scores_gemma":[0.0014217173,0.00017750342,0.0004600931,0.0009307633,0.0001747268,0.00014074551,0.000060699414,0.0003219447,0.0000026442262],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8431896,0.0013668508,0.0006499244,0.0046437057,0.0008593824,0.000010194218,0.002412629,0.00007050012,0.0000036044407,0.00012461194,0.00055962,0.1461094],"study_design_scores_gemma":[0.87599367,0.012404304,0.004500764,0.0002925655,0.0029232623,0.0000044421517,0.0010407228,0.099099,0.0000013419805,0.00003093998,0.0035498464,0.00015916384],"about_ca_topic_score_codex":0.00010442143,"about_ca_topic_score_gemma":0.00032908656,"teacher_disagreement_score":0.14595024,"about_ca_system_score_codex":0.00015638933,"about_ca_system_score_gemma":0.0017753573,"threshold_uncertainty_score":0.7238379},"labels":[],"label_agreement":null},{"id":"W4403052439","doi":"10.2196/51025","title":"Feasibility and Engagement of a Mobile App Preparation Program (Kwit) for Smoking Cessation in an Ecological Context: Quantitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Context (archaeology); Mobile apps; mHealth; Psychology; Computer science; Medicine; Geography; Psychological intervention; World Wide Web; Psychiatry","score_opus":0.19463069197659477,"score_gpt":0.5142655893421508,"score_spread":0.31963489736555606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403052439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926025,0.0005189263,0.00012367197,0.00014395038,0.000092436945,0.0064053875,0.000014419635,0.000079799334,0.000018891631],"genre_scores_gemma":[0.9977356,0.000083799045,0.00029811964,0.000065098495,0.000035187168,0.0016902093,0.000075709155,0.0000095952955,0.0000066911707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986324,0.00020598505,0.0004339069,0.00036416147,0.00017441653,0.00018913066],"domain_scores_gemma":[0.99940294,0.00016661834,0.000108613196,0.00011670108,0.000088892666,0.00011621364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016836894,0.000103047365,0.00027411708,0.00013782598,0.000104843755,0.00003140266,0.000022811892,0.00008336393,0.0000066018597],"category_scores_gemma":[0.000055172102,0.000084123014,0.000021317896,0.00018585972,0.000050841587,0.00014455666,0.0000127957255,0.000184742,8.431252e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008263178,0.0026453417,0.85712564,0.0023094048,0.000011069383,0.0000028410448,0.01804163,0.0000036169504,0.000033551154,0.00070982496,0.000024812569,0.118265964],"study_design_scores_gemma":[0.0019830125,0.011612583,0.9739989,0.00011090051,0.00009527552,0.0000028315603,0.009085646,0.0026890037,0.00002734804,0.0002307126,0.00009779444,0.0000659777],"about_ca_topic_score_codex":0.00014382366,"about_ca_topic_score_gemma":0.0004280701,"teacher_disagreement_score":0.11819999,"about_ca_system_score_codex":0.00018017662,"about_ca_system_score_gemma":0.00022164879,"threshold_uncertainty_score":0.34304368},"labels":[],"label_agreement":null},{"id":"W4403130966","doi":"10.2196/58441","title":"A Remote Patient Monitoring System With Feedback Mechanisms Using a Smartwatch: Concept, Implementation, and Evaluation Based on the activeDCM Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Smartwatch; Randomized controlled trial; Computer science; mHealth; eHealth; Embedded system; Medicine; World Wide Web; Wearable computer; Health care; Psychological intervention; Nursing; Surgery","score_opus":0.09669890570020803,"score_gpt":0.47453261873979413,"score_spread":0.3778337130395861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403130966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8383912,0.0034016273,0.023847291,0.016374778,0.0028598912,0.113286115,0.00012340046,0.0004711005,0.0012446173],"genre_scores_gemma":[0.9657046,0.0004520722,0.0014994517,0.0024181015,0.00067549635,0.029095858,0.000047631216,0.00006721846,0.00003953738],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9906124,0.0046806224,0.0018920817,0.000802519,0.0009102653,0.0011021367],"domain_scores_gemma":[0.9924309,0.004815219,0.0010037669,0.00048939773,0.00041747783,0.0008432167],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008657356,0.00042651998,0.0013589682,0.00029775343,0.0027361321,0.000077144075,0.00011613712,0.0002420605,0.00010345712],"category_scores_gemma":[0.00021743248,0.00025178757,0.000121964804,0.00048756326,0.00015317778,0.00013875685,0.000043172637,0.00094909134,0.000013535355],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8457025,0.00015323915,0.00014540939,0.007018456,0.00014490036,0.000005808344,0.008661883,0.00019206996,0.000019520823,0.052539613,0.0010485351,0.08436806],"study_design_scores_gemma":[0.76937467,0.0013145999,0.00036459006,0.0020272094,0.0005945797,0.00001048884,0.013935452,0.20970027,0.000009741392,0.00095045473,0.0014190723,0.0002988958],"about_ca_topic_score_codex":0.0014714068,"about_ca_topic_score_gemma":0.00012631844,"teacher_disagreement_score":0.2095082,"about_ca_system_score_codex":0.0010237922,"about_ca_system_score_gemma":0.0050157816,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W4403177888","doi":"10.2196/53430","title":"Personalized Smartphone-Enabled Assessment of Blood Pressure and Its Treatment During the SARS-CoV-2 COVID-19 Pandemic in Patients From the CURE-19 Study: Longitudinal Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Observational study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Medicine; Preprint; Sars virus; Virology; Outbreak; Internal medicine; Computer science; Disease; Infectious disease (medical specialty); World Wide Web","score_opus":0.24220405222299526,"score_gpt":0.5183148842317654,"score_spread":0.2761108320087702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403177888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96032095,0.011153655,0.000010713393,0.008681757,0.00039845356,0.018663544,0.00059454347,0.00012383875,0.000052547046],"genre_scores_gemma":[0.9771758,0.0045953584,0.000041358344,0.0034251723,0.0003178638,0.014031502,0.00013455664,0.000047325928,0.00023108991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992925,0.002374956,0.0018602118,0.0010343225,0.00071862276,0.0010869259],"domain_scores_gemma":[0.99502146,0.002701782,0.0006649408,0.00065415027,0.00018466405,0.0007730262],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0031520375,0.0004369437,0.0008490445,0.00020030016,0.0025423972,0.000043370535,0.00030819915,0.00022124151,0.00008016913],"category_scores_gemma":[0.0001980297,0.00026801112,0.00007171761,0.0007239619,0.00012497895,0.00016721757,0.00018350541,0.001196169,0.000008529447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052038085,0.0018818369,0.97353643,0.0033986864,0.00017318933,0.0000071266045,0.017502952,0.0000079573865,0.000011629528,0.0010296446,0.0011607473,0.00076941703],"study_design_scores_gemma":[0.009739903,0.001208932,0.9646492,0.00017287444,0.00055601046,0.0000039311317,0.0055280053,0.0004704368,5.025477e-7,0.00018644225,0.017304055,0.00017969268],"about_ca_topic_score_codex":0.014198313,"about_ca_topic_score_gemma":0.012666237,"teacher_disagreement_score":0.016854826,"about_ca_system_score_codex":0.0005789683,"about_ca_system_score_gemma":0.0058484795,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W4403190800","doi":"10.2196/52424","title":"Nutrition-Related Mobile Apps in the Spanish App Stores: Quality and Content Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Ministerio de Ciencia e Innovación; European Commission","keywords":"App store; Mobile apps; mHealth; Quality (philosophy); Medicine; Computer science; Multimedia; World Wide Web; Nursing; Psychological intervention","score_opus":0.1661277234683716,"score_gpt":0.5053521906859896,"score_spread":0.339224467217618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403190800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9081681,0.04728626,0.00027957454,0.028244883,0.00060965004,0.012367342,0.00033943713,0.00040627734,0.0022984748],"genre_scores_gemma":[0.93659645,0.02962779,0.00019638815,0.009786536,0.00037030925,0.022666154,0.00026707584,0.00003903194,0.00045024746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9933043,0.0018100827,0.0020909316,0.0009292249,0.00046133873,0.0014041135],"domain_scores_gemma":[0.99559003,0.00214536,0.00040917285,0.00066786364,0.00013969562,0.0010479052],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005507795,0.0003384844,0.0008435016,0.0006425387,0.0016354244,0.00005689717,0.0002465666,0.000430449,0.00017896482],"category_scores_gemma":[0.00011285588,0.0002499941,0.00012135026,0.0022312663,0.00020881808,0.00017424769,0.00007833328,0.0018309171,0.00010508661],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075239013,0.001809036,0.22206363,0.07009181,0.0003224281,0.000044646367,0.0453421,0.000019917441,0.000030115301,0.33507782,0.051462695,0.2729834],"study_design_scores_gemma":[0.002397196,0.000380938,0.5934912,0.00065022684,0.00034461232,0.000016340455,0.019877104,0.0014624348,4.091008e-7,0.0037132108,0.3772919,0.00037445492],"about_ca_topic_score_codex":0.004430116,"about_ca_topic_score_gemma":0.0037191792,"teacher_disagreement_score":0.37142757,"about_ca_system_score_codex":0.00036594277,"about_ca_system_score_gemma":0.0013652255,"threshold_uncertainty_score":0.99999523},"labels":[],"label_agreement":null},{"id":"W4403268486","doi":"10.2196/58035","title":"Digital Health Readiness: Making Digital Health Care More Inclusive","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Digital health; mHealth; Health care; Computer science; Internet privacy; Psychology; Medicine; Nursing; Psychological intervention; Political science","score_opus":0.0479417978859531,"score_gpt":0.47945634074496907,"score_spread":0.43151454285901597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403268486","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09628278,0.26830742,0.006245713,0.4970537,0.009650985,0.043940865,0.010763295,0.0075902077,0.060165048],"genre_scores_gemma":[0.91825134,0.01110356,0.0007679795,0.05554424,0.002782194,0.0068152393,0.0020141487,0.00030999738,0.0024113022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9888872,0.0005903774,0.0033402161,0.0019828347,0.0009871835,0.004212189],"domain_scores_gemma":[0.9919288,0.0011262588,0.0011814906,0.0011921152,0.0004072795,0.0041640596],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017763582,0.0009108464,0.0016189831,0.0008623526,0.005539272,0.00032859025,0.00053577306,0.0005834144,0.00016123083],"category_scores_gemma":[0.0002397402,0.0008365985,0.00021898611,0.001692583,0.00033654954,0.0011151256,0.000493133,0.0029173119,0.0007675505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025019704,0.00018202838,0.0076714456,0.0441658,0.00003583261,0.000023746838,0.028310578,0.0000036496654,5.4035695e-7,0.023213286,0.1345934,0.76154953],"study_design_scores_gemma":[0.0015253051,0.0008570202,0.014145607,0.0030548028,0.000028136172,0.00008059918,0.021073082,0.00038980632,2.1427492e-7,0.0012587137,0.9569411,0.00064561045],"about_ca_topic_score_codex":0.0007280488,"about_ca_topic_score_gemma":0.00048660644,"teacher_disagreement_score":0.8223477,"about_ca_system_score_codex":0.0033148301,"about_ca_system_score_gemma":0.019176649,"threshold_uncertainty_score":0.9994085},"labels":[],"label_agreement":null},{"id":"W4403319745","doi":"10.2196/57439","title":"Smartphone Screen Time Characteristics in People With Suicidal Thoughts: Retrospective Observational Data Analysis Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Screen time; Phone; Android (operating system); Medicine; Activity monitor; Psychology; Medical emergency; Applied psychology; Computer science; Physical therapy; Physical activity","score_opus":0.11390502804618892,"score_gpt":0.4507726314695927,"score_spread":0.33686760342340377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403319745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99038124,0.00058237894,0.00020229457,0.0030180858,0.00048100296,0.0012706897,0.0026148977,0.0001426584,0.0013067606],"genre_scores_gemma":[0.99448353,0.000017617604,0.00025964808,0.0005254839,0.00028408185,0.00017714401,0.0019716949,0.000038750393,0.0022420308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968674,0.00026856342,0.0008575233,0.0009720228,0.0003853686,0.0006491012],"domain_scores_gemma":[0.99834555,0.0001986528,0.00019830019,0.0007993754,0.00006867226,0.00038947441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011868271,0.0002456667,0.0006169082,0.0005359912,0.00017921883,0.0001217395,0.0003066372,0.0000958761,0.0003216131],"category_scores_gemma":[0.000031364812,0.00021163501,0.000051598556,0.0021353068,0.00007449743,0.00039656,0.00015375283,0.00046703898,0.0002157179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050749775,0.0017927107,0.9824125,0.00040458847,0.0003421701,0.000081429695,0.0027968346,7.238012e-7,3.2698634e-7,0.0021389169,0.0033259573,0.006196299],"study_design_scores_gemma":[0.0007525148,0.0014975701,0.9948405,0.00007887168,0.00025569077,0.000018412944,0.0005451296,0.0010702674,1.8215391e-7,0.00022241825,0.0005404925,0.00017795106],"about_ca_topic_score_codex":0.003038977,"about_ca_topic_score_gemma":0.014318844,"teacher_disagreement_score":0.012427954,"about_ca_system_score_codex":0.0003625554,"about_ca_system_score_gemma":0.00036803618,"threshold_uncertainty_score":0.86302257},"labels":[],"label_agreement":null},{"id":"W4403326410","doi":"10.2196/56951","title":"Evaluating the Impact of a Daylight-Simulating Luminaire on Mood, Agitation, Rest-Activity Patterns, and Social Well-Being Parameters in a Care Home for People With Dementia: Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dementia; Mood; Daylight; Aged care; Rest (music); Elderly people; Psychology; Gerontology; Preprint; Nursing homes; Residential care; Medicine; Psychiatry; Nursing; Computer science; World Wide Web","score_opus":0.040499263883419366,"score_gpt":0.43356141389857494,"score_spread":0.3930621500151556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403326410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952692,0.0008666498,0.000053151114,0.00067041937,0.00014851426,0.0027445091,0.000019010351,0.000034550863,0.0001940406],"genre_scores_gemma":[0.99929506,0.00005128186,0.000039068073,0.00010343012,0.000043872435,0.0004072473,0.000020198922,0.000031543048,0.000008302529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815595,0.0003760969,0.00036258707,0.00046050243,0.00021884484,0.00042600633],"domain_scores_gemma":[0.9989599,0.0005212638,0.0001898998,0.00016384636,0.00007450714,0.00009056833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088693167,0.00019283778,0.00034889445,0.0001715532,0.0003830212,0.00004563006,0.00006416156,0.00010822151,0.000007137972],"category_scores_gemma":[0.00002717613,0.0001260875,0.000054129032,0.00029057512,0.000052325406,0.000076467106,0.00002073393,0.00033742364,9.238916e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080101995,0.0002991751,0.8449332,0.00096480426,0.00033868087,0.000003741659,0.12751749,0.00037020445,0.0000019386673,0.00008497543,0.000060493414,0.024624247],"study_design_scores_gemma":[0.002561071,0.0037076336,0.9576783,0.00016193028,0.00023939983,0.0000037111333,0.031698767,0.003719949,6.5589563e-7,0.00009946782,0.0000016140423,0.00012747273],"about_ca_topic_score_codex":0.005071967,"about_ca_topic_score_gemma":0.002207096,"teacher_disagreement_score":0.112745106,"about_ca_system_score_codex":0.00011584747,"about_ca_system_score_gemma":0.00019259578,"threshold_uncertainty_score":0.76673305},"labels":[],"label_agreement":null},{"id":"W4403329844","doi":"10.2196/58991","title":"A Texting- and Internet-Based Self-Reporting System for Enhanced Vaccine Safety Surveillance With Insights From a Large Integrated Health Care System in the United States: Prospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Cohort; Vaccination; Health care; mHealth; Prospective cohort study; Ethnic group; The Internet; Demography; Psychological intervention; Nursing; Internal medicine","score_opus":0.01849499698955796,"score_gpt":0.3451022426654006,"score_spread":0.32660724567584265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403329844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860068,0.003219704,0.0018539617,0.0010626308,0.00019584164,0.00698458,0.00008007314,0.00038802624,0.00020837104],"genre_scores_gemma":[0.9979345,0.00023120063,0.0001367046,0.0004895722,0.00018326225,0.00074390345,0.00023000427,0.000035114816,0.000015738464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957791,0.0010736258,0.0012354177,0.0007783992,0.00040967096,0.0007237825],"domain_scores_gemma":[0.99769753,0.0006777795,0.00076972414,0.00026239792,0.00029122503,0.00030136053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032927792,0.00029795693,0.0007610852,0.00026189032,0.0009497973,0.00023053806,0.0001728843,0.000103246995,0.0000030368785],"category_scores_gemma":[0.00010777808,0.00019332227,0.00004127058,0.0010803563,0.000016911948,0.00014991443,0.000027672613,0.0004259358,0.0000018342503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079182704,0.00022187813,0.6927137,0.006073788,0.00008689423,0.0000582234,0.29581773,0.00001340159,5.6202424e-7,0.0025550844,0.0001549268,0.0015120215],"study_design_scores_gemma":[0.0031425785,0.0015591853,0.5978496,0.0017038609,0.00006848042,0.00000620866,0.38797253,0.004668372,0.0000023675398,0.000020414558,0.002723931,0.00028245323],"about_ca_topic_score_codex":0.035027638,"about_ca_topic_score_gemma":0.112299785,"teacher_disagreement_score":0.09486404,"about_ca_system_score_codex":0.0014158759,"about_ca_system_score_gemma":0.0018239075,"threshold_uncertainty_score":0.9713982},"labels":[],"label_agreement":null},{"id":"W4403387595","doi":"10.2196/58920","title":"Exploring and Predicting HIV Preexposure Prophylaxis Adherence Patterns Among Men Who Have Sex With Men: Randomized Controlled Longitudinal Study of an mHealth Intervention in Western China","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Pre-exposure prophylaxis; Randomized controlled trial; Men who have sex with men; Medicine; Human immunodeficiency virus (HIV); China; Demography; Intervention (counseling); Longitudinal study; Condom; Psychological intervention; Gerontology; Family medicine; Syphilis; Geography; Nursing","score_opus":0.06729256839170804,"score_gpt":0.38864692457885563,"score_spread":0.3213543561871476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403387595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98970217,0.0015240657,0.0004820885,0.00022131317,0.000027471757,0.007399495,0.000037617927,0.0000796129,0.0005261659],"genre_scores_gemma":[0.99468565,0.0008758327,0.000045892604,0.000009905835,0.00013505301,0.0019961644,0.000038979946,0.00004194119,0.0021705688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954628,0.0011533385,0.0014016839,0.00072101114,0.0006033496,0.00065786863],"domain_scores_gemma":[0.9982144,0.0002575811,0.00036377006,0.00032450582,0.000116316245,0.000723417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034498908,0.00031949347,0.0017020238,0.0006176318,0.00019023188,0.00010311636,0.00010932783,0.00009268105,0.000032659922],"category_scores_gemma":[0.00015461982,0.00021822374,0.00012695392,0.00030275423,0.0001645242,0.00061852124,0.00007865741,0.0008086332,0.0000010449332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04464457,0.0012535895,0.8871508,0.010368688,0.0002213828,0.000088272485,0.018575922,0.000004548956,0.000005096224,0.000019355946,0.00005141867,0.03761632],"study_design_scores_gemma":[0.15259895,0.04342337,0.7460353,0.004257918,0.00022856568,0.000049858772,0.012967998,0.040253974,0.000009143276,0.000016112079,0.0000025523123,0.00015628515],"about_ca_topic_score_codex":0.00769704,"about_ca_topic_score_gemma":0.0067009167,"teacher_disagreement_score":0.14111556,"about_ca_system_score_codex":0.00014824407,"about_ca_system_score_gemma":0.00028609397,"threshold_uncertainty_score":0.9989108},"labels":[],"label_agreement":null},{"id":"W4403560122","doi":"10.2196/59708","title":"Functions of Smartphone Apps and Wearable Devices Promoting Physical Activity: Six-Month Longitudinal Study on Japanese-Speaking Adults","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Activity tracker; Wearable computer; mHealth; Preprint; Physical activity; Smartphone application; Wearable technology; Internet privacy; Longitudinal study; Smartwatch; Psychology; Applied psychology; Computer science; Multimedia; Medicine; World Wide Web; Physical therapy; Psychological intervention; Embedded system","score_opus":0.09215847346005593,"score_gpt":0.44979609928231434,"score_spread":0.35763762582225844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403560122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98403513,0.0025336016,0.00005448254,0.0037434695,0.0006535888,0.007131468,0.00009639224,0.00033107118,0.0014208112],"genre_scores_gemma":[0.9921516,0.00088092097,0.000059632697,0.0005646744,0.0008935998,0.005012661,0.000025709154,0.00007613303,0.00033503916],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9950628,0.0007418227,0.0010523797,0.0011596497,0.00054048287,0.001442841],"domain_scores_gemma":[0.9959738,0.001432292,0.00055241823,0.00057856424,0.00019549605,0.0012673805],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015651534,0.0004367236,0.00089763926,0.0004225433,0.0023486188,0.000039851435,0.00015967852,0.00024881097,0.000046134868],"category_scores_gemma":[0.00012335714,0.00037081324,0.00007634491,0.0009176514,0.00014776764,0.0002869389,0.00014024701,0.0016772465,0.00010347169],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025030985,0.004634627,0.25008646,0.06048774,0.00011701195,0.000026417774,0.10037153,0.0000057901357,0.000098249024,0.0025644698,0.0030972166,0.57600737],"study_design_scores_gemma":[0.0028390728,0.003236478,0.95858705,0.0031816897,0.0001725937,0.000018014876,0.0154442405,0.0034958068,0.0000064933406,0.00017830341,0.012441273,0.00039900545],"about_ca_topic_score_codex":0.0033918708,"about_ca_topic_score_gemma":0.0021839011,"teacher_disagreement_score":0.70850056,"about_ca_system_score_codex":0.00026862824,"about_ca_system_score_gemma":0.0014045294,"threshold_uncertainty_score":0.99987435},"labels":[],"label_agreement":null},{"id":"W4403731787","doi":"10.2196/54871","title":"Reliability and Accuracy of the Fitbit Charge 4 Photoplethysmography Heart Rate Sensor in Ecological Conditions: Validation Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Photoplethysmogram; Intraclass correlation; Reliability (semiconductor); Heart rate; Heart rate monitor; Repeatability; Simulation; Statistics; Heart rate variability; Physical therapy; Medicine; Mathematics; Computer science; Reproducibility; Internal medicine; Blood pressure","score_opus":0.03420841136359141,"score_gpt":0.34160460991613506,"score_spread":0.30739619855254363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403731787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709165,0.0007242782,0.000008988249,0.0003931021,0.0003912448,0.0012017634,0.000039587314,0.000100212994,0.000049188577],"genre_scores_gemma":[0.9992749,0.0003310175,0.000057398873,0.000084769265,0.000072498595,0.00015322263,0.0000052350556,0.000015017555,0.000005908543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875295,0.00021678324,0.00037381472,0.0002577202,0.00012229488,0.00027640664],"domain_scores_gemma":[0.99912196,0.0005093786,0.000042546653,0.00017420934,0.000027366543,0.0001245516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007573232,0.00013267594,0.00022906499,0.000131724,0.00010841457,0.00003265934,0.000059596678,0.000073605624,0.000016289623],"category_scores_gemma":[0.00011444586,0.00009931354,0.00003557963,0.0004506304,0.000063538915,0.00014722713,0.000035472487,0.00032430812,0.0000036360282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007892499,0.0005846621,0.94917434,0.008737052,0.000033894004,0.000016477785,0.004574364,0.0002689207,0.03308171,0.0006973917,0.00083805923,0.0019142169],"study_design_scores_gemma":[0.00039357037,0.00020416573,0.9956762,0.00010818149,0.000016241975,0.000005294669,0.00029066086,0.00037616966,0.0018676164,0.0007521199,0.00020361815,0.00010615729],"about_ca_topic_score_codex":0.00011478005,"about_ca_topic_score_gemma":0.000032490694,"teacher_disagreement_score":0.04650188,"about_ca_system_score_codex":0.00008139997,"about_ca_system_score_gemma":0.00006722236,"threshold_uncertainty_score":0.40498886},"labels":[],"label_agreement":null},{"id":"W4403817681","doi":"10.2196/47104","title":"Mobile-Based Platform With a Low-Calorie Dietary Intervention Involving Prepackaged Food for Weight Loss for People With Overweight and Obesity in China: Half-Year Follow-Up Results of a Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Overweight; Medicine; Obesity; Randomized controlled trial; Body mass index; Psychological intervention; Gerontology; Physical therapy; Environmental health; Internal medicine; Nursing","score_opus":0.02763618941650188,"score_gpt":0.3717041040031465,"score_spread":0.34406791458664465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403817681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9093197,0.0044609187,0.00414768,0.0019264471,0.0007734749,0.0784529,0.00060726336,0.00017634348,0.00013525279],"genre_scores_gemma":[0.87682015,0.0021906556,0.00190077,0.00041111835,0.000402294,0.11752321,0.0004250892,0.000085227504,0.00024147914],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9931286,0.0008903279,0.0030945544,0.0010574022,0.00044338545,0.0013857384],"domain_scores_gemma":[0.99148595,0.0053079035,0.0014204324,0.00051768054,0.0003648342,0.00090319046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007440365,0.0005271781,0.0030323705,0.00056987954,0.0010370797,0.000035515324,0.00016561338,0.00044378545,0.000014747259],"category_scores_gemma":[0.00063387706,0.00035722263,0.0003352681,0.0006230679,0.00022431565,0.00028817606,0.00005225638,0.0008921096,0.0000018506273],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.943564,0.0006283871,0.003061565,0.038432535,0.00011403136,0.0000018174827,0.0051410357,0.000008288206,0.0000021443557,0.006543308,0.0008080712,0.0016948337],"study_design_scores_gemma":[0.9689448,0.009600159,0.0043026684,0.0037366257,0.0004392387,0.000003104869,0.0009671004,0.007188575,0.0000055437467,0.0022779503,0.0021871051,0.00034716583],"about_ca_topic_score_codex":0.001216638,"about_ca_topic_score_gemma":0.010152602,"teacher_disagreement_score":0.039070304,"about_ca_system_score_codex":0.00037540492,"about_ca_system_score_gemma":0.0035222252,"threshold_uncertainty_score":0.999888},"labels":[],"label_agreement":null},{"id":"W4403914646","doi":"10.2196/52383","title":"Sensors for Smoking Detection in Epidemiological Research: Scoping Review","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Computer science; Categorization; Modalities; Wearable technology; Grey literature; Systematic review; Web of science; Protocol (science); MEDLINE; Human–computer interaction; Data science; Medicine; Artificial intelligence; Meta-analysis; Embedded system","score_opus":0.3862480563377241,"score_gpt":0.5568019324207605,"score_spread":0.1705538760830364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403914646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95233446,0.035053298,0.0002424961,0.009226432,0.0002932761,0.0025692747,0.000004146907,0.0001100594,0.00016657972],"genre_scores_gemma":[0.9646382,0.03295909,0.00009206353,0.0015868506,0.00025491937,0.00039018888,0.00001999169,0.000015588119,0.00004314695],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99823415,0.00027852057,0.00044834605,0.00035528347,0.00022242559,0.00046125735],"domain_scores_gemma":[0.99889773,0.00063480926,0.00004832735,0.00013081303,0.00006670875,0.00022158981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050267302,0.000096377735,0.0003496009,0.0002482265,0.00016619104,0.000017240382,0.000027712626,0.00013564894,0.000020145282],"category_scores_gemma":[0.00056872197,0.00007493319,0.00004891177,0.00044531684,0.000049172493,0.000060167167,0.000014090632,0.0005568756,0.0000020645539],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004099945,0.00015845709,0.084740534,0.28091064,0.000012226621,0.00005946179,0.0009699867,0.0000023409495,0.0001397249,0.0015339957,0.0032642132,0.62779844],"study_design_scores_gemma":[0.0018730825,0.00216402,0.77633584,0.2082649,0.00020254782,0.00028113945,0.00043602625,0.0018724627,0.00020783456,0.0017887737,0.0062487484,0.00032462447],"about_ca_topic_score_codex":0.00011448367,"about_ca_topic_score_gemma":0.000043224918,"teacher_disagreement_score":0.6915953,"about_ca_system_score_codex":0.00024867844,"about_ca_system_score_gemma":0.0003310067,"threshold_uncertainty_score":0.3055687},"labels":[],"label_agreement":null},{"id":"W4403963510","doi":"10.2196/58927","title":"Auxiliary Diagnosis of Children With Attention-Deficit/Hyperactivity Disorder Using Eye-Tracking and Digital Biomarkers: Case-Control Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Attention Deficit Hyperactivity Disorder","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Attention deficit hyperactivity disorder; Eye tracking; Psychology; Attention deficit; Clinical psychology; Optometry; Medicine; Artificial intelligence; Computer science; World Wide Web","score_opus":0.041445379208428536,"score_gpt":0.3816398491732257,"score_spread":0.34019446996479713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403963510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99198455,0.0040520784,0.0004100349,0.000995815,0.00009461645,0.0021334835,0.00017957964,0.00011681079,0.00003301571],"genre_scores_gemma":[0.9991905,0.00028628064,0.0001393234,0.000090401016,0.000092756985,0.0000879617,0.000025055075,0.000064606145,0.000023115226],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780023,0.00015422555,0.00051978516,0.0006724706,0.0003778554,0.00047542143],"domain_scores_gemma":[0.99870116,0.00031773627,0.00020218886,0.00029603604,0.000113242495,0.00036963797],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004570637,0.00031875394,0.00063942454,0.00033182895,0.00032112398,0.00013197688,0.000042669362,0.00011813623,0.000033697455],"category_scores_gemma":[0.000076782126,0.00025784684,0.0000833173,0.00047573238,0.00015738526,0.0006895354,0.000046718418,0.00042918223,0.0000037374036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031202362,0.0011911467,0.95395106,0.0012181397,0.00034424578,0.00023176493,0.00038842187,0.0000074381633,0.000030443525,0.000012806147,0.000007634841,0.042304847],"study_design_scores_gemma":[0.0031974919,0.0010316896,0.98523337,0.0003537054,0.00076254434,0.0021919543,0.0049513993,0.0020303712,5.769073e-7,0.000005331622,0.00001735028,0.00022421825],"about_ca_topic_score_codex":0.001049924,"about_ca_topic_score_gemma":0.00021365828,"teacher_disagreement_score":0.04208063,"about_ca_system_score_codex":0.00009389211,"about_ca_system_score_gemma":0.00031884728,"threshold_uncertainty_score":0.99998736},"labels":[],"label_agreement":null},{"id":"W4404054290","doi":"10.2196/64243","title":"Text Messaging Versus Postal Reminders to Improve Participation in a Colorectal Cancer Screening Program: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Generalitat de Catalunya; Centres de Recerca de Catalunya","keywords":"Randomized controlled trial; Preprint; Text message; Medicine; Colorectal cancer; mHealth; Text messaging; Computer science; World Wide Web; Cancer; Psychological intervention; Nursing; Internal medicine","score_opus":0.07215470158790518,"score_gpt":0.5086363863767437,"score_spread":0.43648168478883853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404054290","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89832807,0.0039369864,0.0003995884,0.021289805,0.0036351017,0.06854815,0.00007482608,0.0005809789,0.0032065057],"genre_scores_gemma":[0.7994807,0.0018488952,0.0007681928,0.0025120613,0.00087550504,0.1940494,0.00006351787,0.00006880311,0.0003329547],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9916583,0.0018214746,0.0027226286,0.0010658953,0.0005358924,0.0021958498],"domain_scores_gemma":[0.99294436,0.0040932274,0.00059515185,0.00032001227,0.00019372247,0.0018535522],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0065551843,0.00044935182,0.001965548,0.00069734216,0.00116821,0.00006587337,0.00017460383,0.0004383777,0.00017278947],"category_scores_gemma":[0.00092167483,0.00036805787,0.00020704807,0.0011035282,0.00014047528,0.00022232295,0.000097418415,0.0015997125,0.00007278696],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8400089,0.0002476302,0.0005195948,0.0029382466,0.000054256718,0.0000059158515,0.0040725963,0.000013412328,0.000020497033,0.0058795763,0.0020990625,0.1441403],"study_design_scores_gemma":[0.9605325,0.001293909,0.00465473,0.0009491641,0.00022938446,0.0000014396886,0.0015049427,0.011563148,0.0000044984895,0.0002276297,0.018659972,0.00037872072],"about_ca_topic_score_codex":0.0035220478,"about_ca_topic_score_gemma":0.0035461953,"teacher_disagreement_score":0.14376158,"about_ca_system_score_codex":0.0008291926,"about_ca_system_score_gemma":0.004659911,"threshold_uncertainty_score":0.99987715},"labels":[],"label_agreement":null},{"id":"W4404100931","doi":"10.2196/56027","title":"Validity of a Consumer-Based Wearable to Measure Clinical Parameters in Patients With Chronic Obstructive Pulmonary Disease and Healthy Controls: Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Gent; Universitair Ziekenhuis Gent; Fonds Wetenschappelijk Onderzoek","keywords":"Intraclass correlation; COPD; Medicine; Physical therapy; Criterion validity; Observational study; Heart rate; Oxygen saturation; Physical medicine and rehabilitation; Internal medicine; Surgery; Psychometrics; Blood pressure; Construct validity","score_opus":0.13057234317795463,"score_gpt":0.3945835508826394,"score_spread":0.2640112077046848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404100931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987669,0.0013672166,0.000059049355,0.006489658,0.00014332945,0.004094267,0.00013028097,0.000038532824,0.000008650905],"genre_scores_gemma":[0.9976018,0.00007855398,0.00030483078,0.0016675708,0.00006657653,0.00022226913,0.000030406356,0.000019144529,0.000008848489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726033,0.0005248915,0.00084914296,0.0006129384,0.0003220412,0.00043065663],"domain_scores_gemma":[0.99767023,0.00082628516,0.00012120492,0.00027249387,0.00013317779,0.0009765984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017094705,0.00019959468,0.0007204397,0.0001745645,0.000101677775,0.000021732143,0.000046252026,0.00009123198,0.0000095137575],"category_scores_gemma":[0.00024582935,0.00015776971,0.000051426247,0.0003090046,0.0001512981,0.00010098292,0.000022587681,0.00044708292,0.0000027818971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00458004,0.0014851117,0.97288257,0.0021613748,0.000036454614,0.00001684164,0.00024794834,0.000033687997,0.0000030521587,0.000050223392,0.00003061974,0.018472105],"study_design_scores_gemma":[0.0057910136,0.0045713442,0.98360705,0.00041846847,0.00014302463,0.0000013703558,0.00008631723,0.004589668,5.451028e-7,0.00006863893,0.00060173415,0.00012082531],"about_ca_topic_score_codex":0.00042722217,"about_ca_topic_score_gemma":0.00018694479,"teacher_disagreement_score":0.018351281,"about_ca_system_score_codex":0.00030337725,"about_ca_system_score_gemma":0.0041869613,"threshold_uncertainty_score":0.742749},"labels":[],"label_agreement":null},{"id":"W4404105570","doi":"10.2196/54735","title":"Using a Quality-Controlled Dataset From ViSi Mobile Monitoring for Analyzing Posture Patterns of Hospitalized Patients: Retrospective Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Duration (music); Medical record; Medicine; Categorical variable; Computer science; Medical emergency; Statistics; Machine learning; Surgery; Mathematics","score_opus":0.1736155159435653,"score_gpt":0.491048370457053,"score_spread":0.3174328545134877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404105570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98665106,0.0030798423,0.000058041285,0.00032465748,0.00033700134,0.0043980847,0.00511204,0.0000367184,0.0000025305092],"genre_scores_gemma":[0.9961028,0.00034500335,0.00058387703,0.00020454117,0.00034121046,0.00059469097,0.0017953932,0.00002824171,0.00000420963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795336,0.000119239594,0.0007486437,0.0005029371,0.0003647724,0.00031102222],"domain_scores_gemma":[0.9986713,0.00035220673,0.0002641933,0.00026643267,0.0001976009,0.0002482823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047944282,0.000210305,0.0008432229,0.0001624552,0.00016436425,0.000046157827,0.00005393278,0.000079400656,0.000016650185],"category_scores_gemma":[0.000092978815,0.00016165499,0.0001175009,0.00021632857,0.00001679465,0.0001371655,0.00003363385,0.0001608055,7.727529e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011505773,0.0016109239,0.9930633,0.00092606223,0.00034261704,0.0000051802836,0.0017501308,0.0000034145728,0.000023105347,0.00005442679,0.00017161298,0.00089869974],"study_design_scores_gemma":[0.011908838,0.0024619675,0.9829541,0.00055043213,0.00062074274,6.522632e-7,0.0009406667,0.00028170133,0.000020841566,0.00007141497,0.00007564764,0.00011301264],"about_ca_topic_score_codex":0.002200161,"about_ca_topic_score_gemma":0.00005118566,"teacher_disagreement_score":0.01075826,"about_ca_system_score_codex":0.00035449115,"about_ca_system_score_gemma":0.00026815856,"threshold_uncertainty_score":0.6592099},"labels":[],"label_agreement":null},{"id":"W4404109635","doi":"10.2196/55298","title":"Validity, Accuracy, and Safety Assessment of an Aerobic Interval Training Using an App-Based Prehabilitation Program (PROTEGO MAXIMA Trial) Before Major Surgery: Prospective, Interventional Pilot Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Preprint; Medicine; Physical therapy; Aerobic exercise; mHealth; Confidence interval; High-intensity interval training; Medical physics; Nursing; Psychological intervention; Computer science; World Wide Web; Internal medicine","score_opus":0.13832457678987292,"score_gpt":0.4510501835335363,"score_spread":0.3127256067436634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404109635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909666,0.00031631038,0.0008039613,0.00026122265,0.0003187528,0.0071242233,0.0000412879,0.00015189922,0.000015703781],"genre_scores_gemma":[0.99499094,0.000022790317,0.0036474469,0.000051887226,0.00029050937,0.00071831926,0.00023342736,0.00004026728,0.0000043871946],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99694633,0.0007201646,0.00086070865,0.00068096427,0.000385442,0.00040639745],"domain_scores_gemma":[0.99866515,0.00023631437,0.00020874378,0.00033290856,0.00014829384,0.00040861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002969652,0.00024984297,0.0010073598,0.0003049711,0.0001958344,0.000058753274,0.000061176055,0.000079807585,0.000019041458],"category_scores_gemma":[0.000092793525,0.0002115415,0.00021496802,0.00030742245,0.0001458143,0.00027987958,0.00004941984,0.00037244282,3.707015e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1436839,0.03387371,0.07612617,0.038583472,0.00079533353,0.000089132016,0.013876956,0.000088563225,0.0005167967,0.0009331509,0.0000623375,0.6913705],"study_design_scores_gemma":[0.016145106,0.057603218,0.9092876,0.00078948715,0.0004937288,0.0000763045,0.0020306455,0.0127004925,0.000014964486,0.0006281348,0.00003195773,0.00019841787],"about_ca_topic_score_codex":0.00052893785,"about_ca_topic_score_gemma":0.00029556867,"teacher_disagreement_score":0.83316135,"about_ca_system_score_codex":0.0002695647,"about_ca_system_score_gemma":0.0012181766,"threshold_uncertainty_score":0.8626412},"labels":[],"label_agreement":null},{"id":"W4404217078","doi":"10.2196/56533","title":"Assessment of Environmental, Sociocultural, and Physiological Influences on Women’s Toileting Decisions and Behaviors Using “Where I Go”: Pilot Study of a Mobile App","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Urinary Bladder and Prostate Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute","keywords":"Preprint; Psychology; Toileting; Applied psychology; mHealth; Sociocultural evolution; Computer science; Psychological intervention; Sociology; Activities of daily living; World Wide Web","score_opus":0.12779805476319747,"score_gpt":0.46494489537333133,"score_spread":0.3371468406101339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404217078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944699,0.004210018,0.0000011171886,0.00012432455,0.00002538477,0.0010726032,0.000044669378,0.000017665829,0.000034330038],"genre_scores_gemma":[0.9922095,0.007347411,0.00016347972,0.00006894515,0.000034752,0.00012679995,0.0000063584616,0.000011301464,0.000031456115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984527,0.00015162672,0.00039672272,0.00034981355,0.0003224227,0.00032670927],"domain_scores_gemma":[0.99921244,0.00022072191,0.000088521345,0.00012654271,0.000017513548,0.00033424777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005092164,0.00014286276,0.00040280045,0.00011081789,0.00020390906,0.000019768811,0.000038485952,0.000048872444,0.000054379307],"category_scores_gemma":[0.00001123618,0.00009650653,0.00001820348,0.000119484335,0.00019520197,0.00006463093,0.00008709848,0.00033101896,6.0551025e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018596585,0.011215367,0.77739555,0.010975931,0.00019546889,0.00012976727,0.04127574,0.00003850311,0.05671281,0.00011539889,0.00032594192,0.09975984],"study_design_scores_gemma":[0.001155765,0.03494367,0.94469887,0.0003642417,0.000059192364,0.00003447492,0.018174693,0.00030979325,0.00001921526,0.000034179608,0.000113293994,0.00009263512],"about_ca_topic_score_codex":0.00019144383,"about_ca_topic_score_gemma":0.000008119945,"teacher_disagreement_score":0.16730328,"about_ca_system_score_codex":0.000119184,"about_ca_system_score_gemma":0.00017693228,"threshold_uncertainty_score":0.3935422},"labels":[],"label_agreement":null},{"id":"W4404234261","doi":"10.2196/59610","title":"Influencing Factors and Implementation Pathways of Adherence Behavior in Intelligent Personalized Exercise Prescription: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Qualitative research; Medical prescription; mHealth; Psychology; Medicine; Applied psychology; Psychological intervention; Computer science; World Wide Web; Nursing","score_opus":0.1836462411497034,"score_gpt":0.5426694865569667,"score_spread":0.35902324540726327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404234261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816018,0.0068578026,0.00007478946,0.00039191497,0.0003764312,0.010316882,0.00017408274,0.0001123672,0.000093974944],"genre_scores_gemma":[0.981635,0.0056814407,0.00018667476,0.00031284493,0.0000818894,0.011911717,0.00007886467,0.000034724802,0.00007687813],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99529177,0.0009992074,0.0017756512,0.00068339484,0.0003718319,0.0008781713],"domain_scores_gemma":[0.9976228,0.0007175573,0.000441751,0.00028714663,0.00016094059,0.0007697965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024290378,0.00029431906,0.0006477476,0.00047196035,0.000639458,0.000020068874,0.00011634364,0.00018922728,0.00019961136],"category_scores_gemma":[0.000054443823,0.0002532239,0.000045184774,0.00062029395,0.00012512408,0.0002503719,0.000087148816,0.00083086174,0.000015383888],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003110064,0.00044091285,0.34799787,0.013320235,0.000012036147,0.000005749003,0.5471613,4.0953736e-7,0.000067099885,0.010780793,0.0005824358,0.07932017],"study_design_scores_gemma":[0.0015465374,0.0010281212,0.5586221,0.00074919633,0.00008505059,0.0000019950583,0.43482372,0.00007853317,0.000010944857,0.0006791298,0.0021727488,0.00020192024],"about_ca_topic_score_codex":0.007677141,"about_ca_topic_score_gemma":0.0032472224,"teacher_disagreement_score":0.2106242,"about_ca_system_score_codex":0.0003913819,"about_ca_system_score_gemma":0.0018848889,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W4404252564","doi":"10.2196/63316","title":"Efficacy of the mHealth App Intellect in Improving Subclinical Obsessive-Compulsive Disorder in University Students: Randomized Controlled Trial With a 4-Week Follow-Up","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Subclinical infection; mHealth; Intellect; Psychology; Clinical psychology; Mobile apps; Medicine; Gerontology; Psychotherapist; Psychiatry; Physical therapy; Psychological intervention; Computer science; Internal medicine; World Wide Web","score_opus":0.024193473464630973,"score_gpt":0.3628757188638255,"score_spread":0.33868224539919456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404252564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97736263,0.0044326927,0.00026223244,0.0027235288,0.0020847605,0.012201234,0.000023592745,0.000098007586,0.0008113322],"genre_scores_gemma":[0.99767596,0.00070783234,0.000064041444,0.00038084842,0.00014358324,0.00030977753,0.000014847721,0.00006310806,0.0006400171],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99137676,0.003906587,0.0018344285,0.0011334502,0.0006203649,0.0011284115],"domain_scores_gemma":[0.99234575,0.005672793,0.00089454564,0.00060355576,0.000103125705,0.00038022804],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003207824,0.000525351,0.0028275743,0.00076345296,0.00024703584,0.000062301886,0.00067433674,0.00031225706,0.00011255209],"category_scores_gemma":[0.0007638402,0.00035054306,0.0004758976,0.0017135281,0.00068638654,0.00016452537,0.0001983717,0.00151373,0.000016002616],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9447907,0.0021200837,0.028680079,0.0007097702,0.0002353771,0.000071524984,0.0108939195,0.000026256494,8.6119786e-7,0.0039995974,0.00012534739,0.008346449],"study_design_scores_gemma":[0.8824467,0.001751349,0.107989095,0.00047029834,0.00027350243,0.000010393453,0.0054734196,0.00076266815,3.5786815e-7,0.00034170534,0.00017255766,0.00030795296],"about_ca_topic_score_codex":0.0044498583,"about_ca_topic_score_gemma":0.0046536224,"teacher_disagreement_score":0.07930902,"about_ca_system_score_codex":0.00044074483,"about_ca_system_score_gemma":0.0017103261,"threshold_uncertainty_score":0.9998947},"labels":[],"label_agreement":null},{"id":"W4404252872","doi":"10.2196/60521","title":"The Use of Artificial Intelligence and Wearable Inertial Measurement Units in Medicine: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Wearable computer; Wearable technology; Computer science; Artificial intelligence; Medicine; Data science; World Wide Web; Embedded system","score_opus":0.6677485089154652,"score_gpt":0.5384172180857517,"score_spread":0.1293312908297135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404252872","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004502272,0.9890796,0.000023445626,0.004575202,0.0006056391,0.0056159063,0.000009764853,0.000025953157,0.000019493922],"genre_scores_gemma":[0.00036850813,0.99772763,0.00003562884,0.00082084374,0.00032062348,0.0005853413,0.000020978143,0.000040370436,0.00008008813],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9943461,0.00070764124,0.0032558986,0.0005027661,0.00064474304,0.0005428838],"domain_scores_gemma":[0.996839,0.0008955656,0.0008121831,0.0005360706,0.00045424575,0.0004629329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004234172,0.00039612426,0.0028269414,0.00036209368,0.00022280685,0.00003721537,0.0001362437,0.0002685971,0.000008905889],"category_scores_gemma":[0.002561039,0.0002170806,0.00009869352,0.0013059572,0.00026994635,0.0000725074,0.000052875228,0.0009213055,0.000020733909],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017283764,0.000027181173,0.000002388415,0.6122306,0.000021443626,0.0000035061414,0.0003810526,6.052453e-8,3.0257326e-8,0.0004971479,0.00084087456,0.38597843],"study_design_scores_gemma":[0.000014462085,0.00044537,0.0000045796046,0.8966395,0.002604042,0.00010523164,0.0005270495,0.00010795188,4.215362e-7,0.00027726995,0.0991133,0.00016077887],"about_ca_topic_score_codex":0.0016496386,"about_ca_topic_score_gemma":0.0007013422,"teacher_disagreement_score":0.38581765,"about_ca_system_score_codex":0.00039805236,"about_ca_system_score_gemma":0.0030620343,"threshold_uncertainty_score":0.885229},"labels":[],"label_agreement":null},{"id":"W4404280159","doi":"10.2196/57255","title":"Feature Selection for Physical Activity Prediction Using Ecological Momentary Assessments to Personalize Intervention Timing: Longitudinal Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Feature selection; Ecology; Selection (genetic algorithm); Feature (linguistics); Computer science; Psychology; Artificial intelligence; Biology; World Wide Web","score_opus":0.34882455473576995,"score_gpt":0.5618413263758735,"score_spread":0.21301677164010352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404280159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98535955,0.00014356333,0.0053613456,0.0035303978,0.0020358039,0.002874997,0.0003579219,0.00018431782,0.00015210938],"genre_scores_gemma":[0.99529773,0.0000024540216,0.00073027634,0.00026328478,0.0006473894,0.0011768054,0.00013961425,0.000033811746,0.001708632],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99770266,0.00034778338,0.00033989424,0.00074523693,0.0003049774,0.00055943266],"domain_scores_gemma":[0.99908787,0.00017344436,0.00013212007,0.00013198161,0.000082144776,0.00039242863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008756072,0.00023349383,0.0002996784,0.0002362082,0.00042537565,0.000118685355,0.000089171444,0.00012477084,0.00010318482],"category_scores_gemma":[0.000018810766,0.0002237214,0.0001476778,0.00041931393,0.000034746696,0.00039653695,0.000059156417,0.00038838273,0.000030715062],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006215602,0.04260655,0.265305,0.010270507,0.00088955,0.000042791293,0.008585162,0.00008996027,0.00018257317,0.011386193,0.06420796,0.5902181],"study_design_scores_gemma":[0.0013136636,0.010945397,0.96999985,0.0002490873,0.00015839601,0.00005349518,0.00091534265,0.0135662425,0.000008169489,0.00060095364,0.001998722,0.00019068366],"about_ca_topic_score_codex":0.0002795272,"about_ca_topic_score_gemma":0.00015900169,"teacher_disagreement_score":0.7046948,"about_ca_system_score_codex":0.0009916305,"about_ca_system_score_gemma":0.00016434747,"threshold_uncertainty_score":0.9123094},"labels":[],"label_agreement":null},{"id":"W4404308865","doi":"10.2196/58624","title":"Implementation of a Technology-Based Mobile Obstetric Referral Emergency System (MORES): Qualitative Assessment of Health Workers in Rural Liberia","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mores; Medicine; Triage; Referral; Psychological intervention; Usability; Health administration; mHealth; Health services research; Nursing; Health care; Qualitative research; Health informatics; Medical emergency; Public health","score_opus":0.04688810332676763,"score_gpt":0.47391416600045705,"score_spread":0.4270260626736894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404308865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98362195,0.009858999,0.00007427665,0.0039142817,0.00040950743,0.001761279,0.00010990992,0.000100658486,0.00014911199],"genre_scores_gemma":[0.99712694,0.001049901,0.0012466077,0.00021995846,0.000047055706,0.00019694862,0.000065478634,0.000022412087,0.000024713821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692583,0.00028387483,0.0015033304,0.0003322004,0.00037959238,0.00057518366],"domain_scores_gemma":[0.9988179,0.0000649981,0.0004823451,0.00022344221,0.00010441781,0.0003068741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001227816,0.00020416664,0.00077697437,0.0008364314,0.00008392687,0.0000059853796,0.000080370424,0.000125645,0.00003980605],"category_scores_gemma":[0.00001090416,0.00016819726,0.00007927363,0.0013903766,0.00006929893,0.00006839924,0.000029689149,0.0003507078,0.0000024424212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037927568,0.00043914994,0.835906,0.070484325,0.0000620035,0.000015649188,0.008803361,0.000013729582,0.00010544057,0.011932172,0.0012396952,0.07061915],"study_design_scores_gemma":[0.0023553325,0.0036341224,0.9052983,0.0030456788,0.000051174695,0.0000248805,0.0840806,0.00064127025,0.000044694218,0.0002654627,0.000409963,0.0001485413],"about_ca_topic_score_codex":0.0061879456,"about_ca_topic_score_gemma":0.0002771708,"teacher_disagreement_score":0.07527723,"about_ca_system_score_codex":0.0006860948,"about_ca_system_score_gemma":0.002318216,"threshold_uncertainty_score":0.93543637},"labels":[],"label_agreement":null},{"id":"W4404368048","doi":"10.2196/53971","title":"Smoking Cessation Smartphone App for Nondaily Smoking With Telephone Onboarding: Proof-of-Concept Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Onboarding; Randomized controlled trial; Smoking cessation; Effi; Medicine; mHealth; Psychology; Computer science; World Wide Web; Psychological intervention; Psychiatry; Social psychology; Surgery","score_opus":0.0414575134726616,"score_gpt":0.3631396436517591,"score_spread":0.3216821301790975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404368048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97362727,0.0022942,0.009009618,0.0015315756,0.0012891864,0.0116681615,0.000023267605,0.00020363751,0.00035305726],"genre_scores_gemma":[0.9953188,0.00014048447,0.00046738388,0.0003205499,0.0008438125,0.0024273093,0.00015199969,0.000060920793,0.00026874046],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969798,0.00021924605,0.0011386866,0.00053314364,0.00060816616,0.00052098127],"domain_scores_gemma":[0.9978402,0.0008775714,0.0005108572,0.00024566732,0.00022006554,0.0003056117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027773022,0.00030702306,0.001845948,0.00038986286,0.0002551255,0.000075843236,0.00006495069,0.00023322766,0.000040548948],"category_scores_gemma":[0.00019996008,0.00020928905,0.00028357463,0.00042495708,0.00017337366,0.00017007014,0.000015155738,0.0004100168,2.709859e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93954563,0.0003244379,0.0018195746,0.0036627918,0.00028267762,0.000009420089,0.0038123503,0.000014334121,0.000070121496,0.00088952825,0.00052994146,0.04903922],"study_design_scores_gemma":[0.98789406,0.0022218623,0.0026864524,0.0010295209,0.0019101276,0.00003676388,0.00044431124,0.0015289191,0.0011153957,0.000259032,0.0006327026,0.0002408767],"about_ca_topic_score_codex":0.00013173174,"about_ca_topic_score_gemma":0.000009196123,"teacher_disagreement_score":0.04879834,"about_ca_system_score_codex":0.00021274944,"about_ca_system_score_gemma":0.0010088638,"threshold_uncertainty_score":0.85345596},"labels":[],"label_agreement":null},{"id":"W4404475814","doi":"10.2196/52764","title":"mHealth-Augmented Care for Reducing Depression Symptom Severity Among Patients With Chronic Pain: Exploratory, Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Cohort; Medicine; Depression (economics); Cohort study; Telemedicine; Health care; Patient Health Questionnaire; Retrospective cohort study; Population; Physical therapy; Family medicine; Psychiatry; Psychological intervention; Internal medicine; Environmental health; Depressive symptoms","score_opus":0.014061137728474067,"score_gpt":0.3317035333238245,"score_spread":0.31764239559535046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404475814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861612,0.002890718,0.00040698604,0.00048124185,0.00042889043,0.009243211,0.000047995876,0.00024143982,0.00009831983],"genre_scores_gemma":[0.99729335,0.00020388735,0.00019876396,0.00029109573,0.0003677444,0.0012158538,0.0003040893,0.000066326764,0.00005888155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969857,0.0003786619,0.00055927236,0.0009058248,0.00055120635,0.0006193573],"domain_scores_gemma":[0.9982368,0.0002078421,0.00017479538,0.00039708274,0.00034460647,0.0006388965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014405082,0.00030514767,0.00060942426,0.00022243505,0.0005297981,0.000044166958,0.0000604559,0.00015618207,0.000017474666],"category_scores_gemma":[0.00012067323,0.00022086967,0.00008323708,0.00039072958,0.000111790454,0.00020926457,0.00003175377,0.000465804,0.000003129834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054460403,0.00034884925,0.952449,0.02111916,0.00006367669,0.0000027945277,0.00576041,0.000002973139,0.000006732007,0.000019944562,0.00070739473,0.018974423],"study_design_scores_gemma":[0.0029557357,0.0070700212,0.98402464,0.0016792306,0.00016453846,0.0000010481426,0.0022920137,0.001241642,0.000004383431,0.000026298272,0.0003399887,0.00020048057],"about_ca_topic_score_codex":0.0005313823,"about_ca_topic_score_gemma":0.00040439205,"teacher_disagreement_score":0.031575583,"about_ca_system_score_codex":0.001458351,"about_ca_system_score_gemma":0.00089898624,"threshold_uncertainty_score":0.90068036},"labels":[],"label_agreement":null},{"id":"W4404513355","doi":"10.2196/47837","title":"mHealth-Based Diabetes Prevention Program for Chinese Mothers With Abdominal Obesity: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Randomized controlled trial; Medicine; Diabetes mellitus; Abdominal obesity; Gerontology; Family medicine; Psychological intervention; Computer science; Metabolic syndrome; World Wide Web; Nursing; Internal medicine","score_opus":0.03638920050983851,"score_gpt":0.456873615723843,"score_spread":0.4204844152140045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404513355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7742325,0.008970815,0.010011482,0.021059126,0.0026685614,0.17939572,0.00018646527,0.0016823369,0.0017929729],"genre_scores_gemma":[0.62982476,0.0018556473,0.0073939324,0.006581929,0.002181315,0.3501776,0.00035645257,0.0001846672,0.0014437439],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98999083,0.0024084728,0.0030975856,0.0012993913,0.0006528171,0.002550883],"domain_scores_gemma":[0.9890393,0.006583738,0.0012512994,0.0006820769,0.00040563845,0.002037963],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009242083,0.0007381719,0.0032094829,0.0006455025,0.0024843253,0.000090065565,0.00026777852,0.00060569646,0.00016958962],"category_scores_gemma":[0.0005840141,0.00048674163,0.0005082644,0.00088194053,0.00036404308,0.00023990394,0.00004169592,0.0014083303,0.000066574685],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8775952,0.001037605,0.0017041645,0.027753485,0.00013252819,0.0000020591804,0.00073095364,0.000010552573,0.000002519771,0.010967868,0.0042147,0.075848356],"study_design_scores_gemma":[0.92112046,0.004042476,0.0010886928,0.0012115701,0.0006277122,0.0000030317099,0.00023348974,0.028777465,9.268543e-7,0.005033614,0.03741072,0.00044983832],"about_ca_topic_score_codex":0.00025263702,"about_ca_topic_score_gemma":0.00035053177,"teacher_disagreement_score":0.17078187,"about_ca_system_score_codex":0.0005287662,"about_ca_system_score_gemma":0.008838296,"threshold_uncertainty_score":0.9997584},"labels":[],"label_agreement":null},{"id":"W4404905718","doi":"10.2196/49443","title":"An Evaluation of the Effect of App-Based Exercise Prescription Using Reinforcement Learning on Satisfaction and Exercise Intensity: Randomized Crossover Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical therapy; Activity tracker; Psychological intervention; Randomized controlled trial; Medicine; Population; Session (web analytics); Intervention (counseling); Exercise prescription; Crossover study; mHealth; Medical prescription; Physical activity; Computer science; Nursing; Alternative medicine; Placebo; World Wide Web","score_opus":0.07421598192415141,"score_gpt":0.46239275148267117,"score_spread":0.38817676955851976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404905718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746519,0.0022742408,0.00055072404,0.00042683343,0.0011999798,0.020636555,0.000017819128,0.00010050973,0.00014144763],"genre_scores_gemma":[0.99251837,0.0012895672,0.00009879943,0.00037283098,0.00021009563,0.0053863944,0.00004097486,0.00003762953,0.00004533147],"study_design_codex":"randomized_trial","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99391204,0.0025810592,0.0015659593,0.00053097337,0.0008060764,0.00060387293],"domain_scores_gemma":[0.9966786,0.0010576452,0.00097632053,0.00048187678,0.00035539648,0.00045015707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0095086815,0.00027872226,0.0010166336,0.0003142758,0.0011404982,0.000021810982,0.00008823663,0.0003137868,0.000054606888],"category_scores_gemma":[0.0004075474,0.00019112372,0.00012242443,0.0004221257,0.0002186901,0.00018430267,0.000044003882,0.0009115675,0.0000047705553],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.68154055,0.00015846698,0.01195779,0.0328872,0.0000360043,4.2657857e-7,0.004246593,0.005105127,0.00030629925,0.0019010416,0.0005630281,0.2612975],"study_design_scores_gemma":[0.42042378,0.0033642265,0.034129173,0.007070891,0.0015089016,0.0000028844388,0.00063925167,0.53045,0.00037296093,0.0006709486,0.0010223072,0.00034469416],"about_ca_topic_score_codex":0.0022047206,"about_ca_topic_score_gemma":0.000084021645,"teacher_disagreement_score":0.52534485,"about_ca_system_score_codex":0.00041061174,"about_ca_system_score_gemma":0.0018912532,"threshold_uncertainty_score":0.87719053},"labels":[],"label_agreement":null},{"id":"W4404909999","doi":"10.2196/57540","title":"Effectiveness of an mHealth Intervention With Short Text Messages to Promote Treatment Adherence Among HIV-Positive Mexican Adults: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Text messaging; Randomized controlled trial; Intervention (counseling); Medicine; Human immunodeficiency virus (HIV); eHealth; Family medicine; Psychological intervention; Psychology; Internet privacy; Health care; World Wide Web; Nursing; Computer science; Internal medicine","score_opus":0.029490450010930938,"score_gpt":0.43709168458869974,"score_spread":0.4076012345777688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404909999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91455656,0.0030740437,0.0018086439,0.0014345675,0.00085716817,0.076606214,0.00030608271,0.00037053254,0.000986181],"genre_scores_gemma":[0.8958509,0.0027485695,0.00091576634,0.0004361337,0.0004587306,0.09871617,0.00033512717,0.00010179225,0.00043679614],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98677826,0.0062671085,0.0031221064,0.0014620817,0.00066312583,0.0017073381],"domain_scores_gemma":[0.9914583,0.0037162073,0.0009272111,0.0007889511,0.00050415477,0.002605195],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008651234,0.0007204313,0.0035277423,0.00066971296,0.0012180672,0.000045655634,0.00027976587,0.0004513446,0.00011123944],"category_scores_gemma":[0.00029257857,0.00048306785,0.0003482388,0.0009243889,0.00034641824,0.00035253767,0.0000744351,0.0010139878,0.000049213493],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8887758,0.0011222186,0.00081008225,0.018577961,0.00017176157,0.000010512427,0.005173668,0.0000076922115,0.000011673592,0.0043361443,0.00017721682,0.080825225],"study_design_scores_gemma":[0.94474894,0.01807338,0.018827993,0.010367374,0.0007797111,0.000013577737,0.0024434142,0.0020235763,0.000060781626,0.0005457713,0.0015524504,0.00056301313],"about_ca_topic_score_codex":0.0058970475,"about_ca_topic_score_gemma":0.0022141442,"teacher_disagreement_score":0.08026221,"about_ca_system_score_codex":0.0010309847,"about_ca_system_score_gemma":0.0039904946,"threshold_uncertainty_score":0.9997621},"labels":[],"label_agreement":null},{"id":"W4405226352","doi":"10.2196/53401","title":"An Ecological Momentary Assessment Approach of Environmental Triggers in the Role of Daily Affect, Rumination, and Movement Patterns in Early Alcohol Use Among Healthy Adolescents: Exploratory Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; UK Research and Innovation; Deutsche Forschungsgemeinschaft; Friedrich-Alexander-Universität Erlangen-Nürnberg; Universitätsklinikum Hamburg-Eppendorf; European Commission; HORIZON EUROPE Framework Programme; Government of the United Kingdom","keywords":"Rumination; Affect (linguistics); Psychology; Exploratory research; Developmental psychology; Clinical psychology; Ecology; Cognition; Psychiatry; Communication; Biology","score_opus":0.04159001500961267,"score_gpt":0.3526198563631901,"score_spread":0.3110298413535774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405226352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955798,0.0013213702,0.0000042147617,0.00019994387,0.000044162436,0.0027963852,0.000024254126,0.000017230452,0.000012634913],"genre_scores_gemma":[0.99775374,0.0012385655,0.00006202117,0.00052466226,0.000027982325,0.00031867725,0.000053488446,0.000016580323,0.0000042863326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978673,0.00040534174,0.0005970729,0.00040434048,0.00038502368,0.00034093132],"domain_scores_gemma":[0.99928737,0.00012086827,0.00013883109,0.00024107209,0.0000093842555,0.00020248204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092428434,0.00019686422,0.00046094388,0.00029673456,0.000060267503,0.0000187909,0.00007570243,0.00007308541,0.000008160407],"category_scores_gemma":[0.000004386198,0.00013389593,0.00003740471,0.00022271805,0.00009179052,0.00026804264,0.000025502573,0.0002935609,3.2570998e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003536943,0.0055769715,0.9657793,0.00065430906,0.000024888855,0.000030268044,0.023028973,0.0000021307799,0.00003826961,0.000040406194,0.0000075418275,0.0044632433],"study_design_scores_gemma":[0.004009869,0.0031153264,0.9418858,0.00018325738,0.00006253337,0.00000247637,0.05025424,0.0003597332,0.000011999699,0.000028507053,0.0000031618792,0.00008306683],"about_ca_topic_score_codex":0.00035743415,"about_ca_topic_score_gemma":0.00059106713,"teacher_disagreement_score":0.027225267,"about_ca_system_score_codex":0.00032650577,"about_ca_system_score_gemma":0.00013400946,"threshold_uncertainty_score":0.54601175},"labels":[],"label_agreement":null},{"id":"W4405230527","doi":"10.2196/63078","title":"Feasibility and Efficacy of a Novel Mindfulness App Used With Matcha Green Tea in Generally Healthy Adults: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindfulness; Randomized controlled trial; Green tea; Medicine; Traditional medicine; Psychology; Clinical psychology; Internal medicine; Biology; Food science","score_opus":0.05699992431516888,"score_gpt":0.3949022996907668,"score_spread":0.3379023753755979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405230527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97986096,0.0029971653,0.005632552,0.0024648516,0.0007589782,0.007771633,0.000093530754,0.00007838767,0.00034194],"genre_scores_gemma":[0.989134,0.00002158779,0.00013193574,0.00031042943,0.00021241388,0.009637324,0.000019711393,0.00003482742,0.0004977741],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9956999,0.00090492156,0.0016939155,0.00077681703,0.00031293035,0.0006115081],"domain_scores_gemma":[0.9974282,0.0011287373,0.00047961494,0.0004087226,0.000085971005,0.0004687589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025249047,0.00033149493,0.0020591398,0.00043125422,0.00015373633,0.000046243542,0.00014900994,0.00021498035,0.0004826321],"category_scores_gemma":[0.000070256094,0.00022243644,0.00024243184,0.00042218604,0.00025381887,0.00008488713,0.00004420268,0.000487608,0.00000557747],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9354694,0.0017657947,0.00036468924,0.002039367,0.00010831697,0.000011816156,0.0026026005,0.0000016559885,5.8064364e-7,0.043768812,0.0003278021,0.013539169],"study_design_scores_gemma":[0.9899235,0.0020549118,0.003947587,0.0006788,0.00014115256,0.000032307817,0.0007341381,0.0012247594,0.0000028383724,0.00079166173,0.0002731399,0.00019519853],"about_ca_topic_score_codex":0.0032945499,"about_ca_topic_score_gemma":0.0014577787,"teacher_disagreement_score":0.05445411,"about_ca_system_score_codex":0.00008904401,"about_ca_system_score_gemma":0.00053849624,"threshold_uncertainty_score":0.9070695},"labels":[],"label_agreement":null},{"id":"W4405366920","doi":"10.2196/55189","title":"Qualitative Evaluation of mHealth Implementation for Infectious Disease Care in Low- and Middle-Income Countries: Narrative Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; CINAHL; Global health; Health care; MEDLINE; Telemedicine; Family medicine; Environmental health; Nursing; Public health","score_opus":0.22267326830545184,"score_gpt":0.6293595119691162,"score_spread":0.40668624366366435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405366920","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011054557,0.9405078,0.000020624057,0.0019899688,0.00073234143,0.052245688,0.0031431383,0.00010434779,0.00015058389],"genre_scores_gemma":[0.0015013943,0.9002984,0.00012911996,0.0021089038,0.00038919522,0.09319789,0.0021897703,0.00012930408,0.00005600843],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98533833,0.0055370964,0.0051147873,0.0014635933,0.0009072661,0.0016389451],"domain_scores_gemma":[0.9903039,0.0024859859,0.0033427065,0.00073455245,0.0013852695,0.0017476024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011243472,0.00087873626,0.0035896483,0.00097179913,0.0012864085,0.000020911451,0.00023163244,0.0006447423,0.00009413436],"category_scores_gemma":[0.00062618154,0.00074884784,0.00026717747,0.0012477039,0.00021092437,0.000208473,0.0001337104,0.0016504782,0.000037160004],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008957346,0.000048016467,0.00009604443,0.7352249,0.000029395544,7.573386e-7,0.022547258,1.772523e-7,1.2183105e-9,0.0037588046,0.0013512021,0.23685388],"study_design_scores_gemma":[0.0030917525,0.000695601,0.0006827255,0.3514025,0.0035058947,0.0000066608286,0.02276576,0.00005604511,9.0514565e-9,0.001971701,0.61522454,0.00059683196],"about_ca_topic_score_codex":0.00082878233,"about_ca_topic_score_gemma":0.0033565375,"teacher_disagreement_score":0.6138733,"about_ca_system_score_codex":0.002941436,"about_ca_system_score_gemma":0.026918085,"threshold_uncertainty_score":0.9994963},"labels":[],"label_agreement":null},{"id":"W4405534345","doi":"10.2196/57991","title":"Effectiveness of a Mobile Health Intervention (DOT Selfie) in Increasing Treatment Adherence Monitoring and Support for Patients With Tuberculosis in Uganda: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center","keywords":"mHealth; Selfie; Randomized controlled trial; Medicine; Preprint; Directly Observed Therapy; Intervention (counseling); eHealth; Tuberculosis; Telemedicine; Physical therapy; Psychological intervention; Health care; Surgery; Nursing; Computer science; World Wide Web","score_opus":0.03265118144461831,"score_gpt":0.4181478611001036,"score_spread":0.3854966796554853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405534345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97574186,0.005558922,0.000034000837,0.00027987963,0.00016443527,0.018149234,0.000026003478,0.00002451255,0.000021129938],"genre_scores_gemma":[0.9868942,0.0048004007,0.00026065772,0.000036486763,0.00006948567,0.007842289,0.000064340325,0.000021086002,0.000011078221],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953893,0.0022721123,0.0011191163,0.00045681818,0.00019765466,0.0005650047],"domain_scores_gemma":[0.9950184,0.0041783755,0.00021453507,0.00012935573,0.00008233077,0.0003769679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008204255,0.00022006368,0.0023179257,0.0004610624,0.000066584995,0.000016408563,0.000031645093,0.00011499794,0.000005161198],"category_scores_gemma":[0.0006653446,0.00014074707,0.00015572089,0.00025653513,0.000098100485,0.000094382325,0.00001882577,0.00023040113,4.103542e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.83588046,0.0009425303,0.12952644,0.008609443,0.000121428384,0.0000049579157,0.00075193495,0.000002967662,0.000014714347,0.000057233836,0.0000042917977,0.024083618],"study_design_scores_gemma":[0.7774301,0.021737615,0.1972703,0.0024401117,0.00011361011,0.000009134324,0.00015208032,0.0006443452,0.000019727937,0.00007506882,0.000019423871,0.00008847707],"about_ca_topic_score_codex":0.0043447074,"about_ca_topic_score_gemma":0.00018840031,"teacher_disagreement_score":0.06774387,"about_ca_system_score_codex":0.00051292183,"about_ca_system_score_gemma":0.00071145425,"threshold_uncertainty_score":0.65679264},"labels":[],"label_agreement":null},{"id":"W4405592799","doi":"10.2196/53677","title":"Self-Management Support Apps for Spinal Cord Injury: Results of a Systematic Search in App Stores and Mobile App Rating Scale Evaluation","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; App store; Systematic review; Mobile apps; Self-management; Computer science; Android (operating system); Internet privacy; World Wide Web; MEDLINE; Medicine; Psychological intervention; Nursing","score_opus":0.20461034482190607,"score_gpt":0.5511157479404178,"score_spread":0.34650540311851175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405592799","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004778824,0.9635,0.000019503219,0.00013995284,0.00017348285,0.030755328,0.00022293557,0.00007813753,0.0003317929],"genre_scores_gemma":[0.007399665,0.98147327,0.0015512708,0.00005548357,0.0001897825,0.008596234,0.00030870206,0.000086988235,0.00033862278],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99396455,0.0007295406,0.0022620969,0.0009599947,0.0012526758,0.0008311488],"domain_scores_gemma":[0.9975866,0.00028397542,0.0006492676,0.00059665507,0.00032859895,0.0005549141],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009722207,0.00046522994,0.002750315,0.0012308058,0.00015039944,0.000056244564,0.00018882593,0.00029711492,0.000007161263],"category_scores_gemma":[0.0001915761,0.00035371506,0.00018458349,0.0009750178,0.0001037032,0.000075878146,0.0001840578,0.00086436723,0.000015158582],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027367952,0.00012564081,0.000009769798,0.6590546,0.00006473646,0.000008037721,0.0002126213,7.3435196e-8,1.6592246e-7,0.000061646824,0.0007424905,0.33698347],"study_design_scores_gemma":[0.00840507,0.08056282,0.0004184559,0.6464672,0.010184238,0.000371196,0.0035461166,0.004811005,0.0000024896055,0.0001475119,0.24405912,0.0010247701],"about_ca_topic_score_codex":0.00010755261,"about_ca_topic_score_gemma":0.000032177813,"teacher_disagreement_score":0.3359587,"about_ca_system_score_codex":0.00088443945,"about_ca_system_score_gemma":0.002799493,"threshold_uncertainty_score":0.99989146},"labels":[],"label_agreement":null},{"id":"W4405630247","doi":"10.2196/46149","title":"Using Wear Time for the Analysis of Consumer-Grade Wearables’ Data: Case Study Using Fitbit Data","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research; National Heart, Lung, and Blood Institute","keywords":"Preprint; Wearable computer; Smartwatch; Wearable technology; Computer science; Embedded system; World Wide Web","score_opus":0.41701788640286236,"score_gpt":0.5247187383714318,"score_spread":0.10770085196856943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405630247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875032,0.0054591093,0.0010636463,0.0021465197,0.00014077449,0.0019065564,0.0017138512,0.000053655713,0.000012719136],"genre_scores_gemma":[0.9966041,0.0007676712,0.0014728731,0.00046239287,0.00033236368,0.0000156145,0.0002747689,0.00003031164,0.0000399035],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976106,0.00018612236,0.00059425517,0.0007457198,0.00032543554,0.0005378464],"domain_scores_gemma":[0.99678063,0.0009843124,0.0001956082,0.0015407368,0.00006274372,0.00043598993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017391857,0.00019963812,0.0009027987,0.00029239984,0.00052923046,0.000051729567,0.00027827985,0.000085940825,0.000023237124],"category_scores_gemma":[0.000081216334,0.00013841654,0.0000769629,0.0011424478,0.00014261481,0.00031872408,0.00027565664,0.0004311824,0.0000032350981],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01100015,0.049889833,0.10910348,0.16084772,0.04199578,0.007159067,0.07380552,0.0017446341,0.00643925,0.0047225356,0.048437726,0.4848543],"study_design_scores_gemma":[0.0012562553,0.0007329756,0.0043560266,0.00024974608,0.009631191,0.00048679675,0.0028585484,0.9759365,0.000006082442,0.00006655024,0.0042489218,0.00017044431],"about_ca_topic_score_codex":0.009796293,"about_ca_topic_score_gemma":0.0011162747,"teacher_disagreement_score":0.97419184,"about_ca_system_score_codex":0.00011747109,"about_ca_system_score_gemma":0.0017214952,"threshold_uncertainty_score":0.99679756},"labels":[],"label_agreement":null},{"id":"W4405631068","doi":"10.2196/51271","title":"An Explanation Interface for Healthy Food Recommendations in a Real-Life Workplace Deployment: User-Centered Design Study","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutrition, Genetics, and Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Software deployment; Interface (matter); Internet privacy; Computer science; Business; World Wide Web","score_opus":0.08852435050062175,"score_gpt":0.41500347124080855,"score_spread":0.3264791207401868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405631068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969776,0.0048460546,0.019260747,0.0030546563,0.00036111812,0.002436349,0.00018297599,0.000061371546,0.000020726346],"genre_scores_gemma":[0.99174243,0.0043417057,0.0013942355,0.0010387426,0.00028584103,0.0006689181,0.00043297216,0.000040707462,0.000054444557],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980728,0.00031763143,0.00047235357,0.00059720554,0.0001129279,0.00042705692],"domain_scores_gemma":[0.9989793,0.000054607004,0.000091089714,0.00028419442,0.00006500538,0.00052581984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064043264,0.00018723382,0.00019762879,0.00017148057,0.00019087114,0.00007557391,0.00011628644,0.00011375874,0.0000068393156],"category_scores_gemma":[0.00003887132,0.00019586351,0.000039055125,0.00016728489,0.000025795442,0.000018808987,0.00002840883,0.00011557561,0.0000020412558],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06115107,0.040460974,0.26119116,0.027566759,0.0009426771,0.000046293408,0.04071201,0.0017506799,0.01396902,0.008026584,0.34266916,0.20151362],"study_design_scores_gemma":[0.074552014,0.16126265,0.4028523,0.0021818408,0.0009239985,0.000093951,0.054913774,0.035633404,0.005458836,0.0054657157,0.2513182,0.005343306],"about_ca_topic_score_codex":0.00009270921,"about_ca_topic_score_gemma":0.0009938076,"teacher_disagreement_score":0.1961703,"about_ca_system_score_codex":0.00008671411,"about_ca_system_score_gemma":0.0005689746,"threshold_uncertainty_score":0.79870826},"labels":[],"label_agreement":null},{"id":"W4405638908","doi":"10.2196/46047","title":"Smartphone-Based Care Platform Versus Traditional Care in Primary Knee Arthroplasty in the United States: Cost Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Arthroplasty; Total knee arthroplasty; Primary care; Joint arthroplasty; mHealth; Computer science; Physical therapy; Medical physics; World Wide Web; Surgery; Family medicine; Nursing; Psychological intervention","score_opus":0.05402778993894509,"score_gpt":0.3435303316327086,"score_spread":0.2895025416937635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405638908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883444,0.0047993152,0.000032410568,0.0040926393,0.0004081402,0.0012265077,0.0003948254,0.00009915564,0.0006026385],"genre_scores_gemma":[0.9913833,0.00055699464,0.00015159999,0.0036373597,0.0001280191,0.00019229214,0.0038950604,0.000029579167,0.000025758896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976567,0.00013590218,0.00057782355,0.0004777443,0.000513766,0.0006380577],"domain_scores_gemma":[0.9985093,0.0006657734,0.00008046516,0.00031730224,0.00006974127,0.00035740415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035930617,0.00027177707,0.0005428855,0.0012306566,0.00017083225,0.000055708442,0.000067985864,0.00014343149,0.00007234604],"category_scores_gemma":[0.00003275735,0.00020009243,0.00013413365,0.002493336,0.00014219948,0.00013187599,0.000020017711,0.00072319916,0.00002317898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010072409,0.0008964692,0.7699246,0.020848388,0.0004092241,0.0010589729,0.09364903,0.0036001469,0.000003686329,0.001584207,0.0043696025,0.0935833],"study_design_scores_gemma":[0.007201241,0.0013845064,0.9507086,0.00030027196,0.00029526258,0.000024353893,0.018618997,0.0035730589,0.0000014467425,0.000019447418,0.017664112,0.00020864543],"about_ca_topic_score_codex":0.0010903525,"about_ca_topic_score_gemma":0.009478647,"teacher_disagreement_score":0.18078409,"about_ca_system_score_codex":0.00094543636,"about_ca_system_score_gemma":0.0015018656,"threshold_uncertainty_score":0.81595325},"labels":[],"label_agreement":null},{"id":"W4406423059","doi":"10.2196/53850","title":"A Mobile App–Based Gratitude Intervention’s Effect on Mental Well-Being in University Students: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Izaak Walton Killam Health Centre; Dalhousie University; Saint Mary's University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Gratitude; Well-being; Randomized controlled trial; Mental health; Intervention (counseling); Psychology; Applied psychology; Mobile apps; mHealth; Clinical psychology; Multimedia; Computer science; Psychological intervention; Psychotherapist; Medicine; World Wide Web; Psychiatry; Internal medicine","score_opus":0.014993161529622287,"score_gpt":0.3926034042802267,"score_spread":0.37761024275060445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406423059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95849836,0.00032863367,0.00024044141,0.0005950986,0.0021961166,0.008002535,0.000005411627,0.00011936457,0.030014064],"genre_scores_gemma":[0.9947523,0.0001599377,0.000022962877,0.0013076368,0.00009395518,0.00080701744,0.000024370971,0.000010702486,0.0028211211],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99479973,0.0031971734,0.00073407963,0.00055802084,0.000247673,0.0004633236],"domain_scores_gemma":[0.9980498,0.0011673523,0.0002993712,0.00025717373,0.00002296396,0.00020332789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032607822,0.00025450983,0.0012296527,0.0004714694,0.00026043155,0.000035872818,0.00017634156,0.00021797685,0.00023312525],"category_scores_gemma":[0.00009674894,0.00019969864,0.00028977875,0.0003367853,0.00010650592,0.000051651034,0.000032427113,0.00050371385,0.000051234238],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97579056,0.0014183231,0.00703133,0.00021542862,0.000114945986,0.000016150172,0.000975568,0.0000068902723,0.000002745227,0.0061072772,0.0016186339,0.006702138],"study_design_scores_gemma":[0.97899914,0.003386282,0.014013228,0.00023012533,0.00011316934,0.0000012167889,0.00040298983,0.00015101959,0.000002409131,0.0005246692,0.0020285107,0.00014722956],"about_ca_topic_score_codex":0.0006160725,"about_ca_topic_score_gemma":0.00013109863,"teacher_disagreement_score":0.036253963,"about_ca_system_score_codex":0.0002931284,"about_ca_system_score_gemma":0.0000754356,"threshold_uncertainty_score":0.81434745},"labels":[],"label_agreement":null},{"id":"W4406778061","doi":"10.2196/64527","title":"Comparative Effectiveness of Wearable Devices and Built-In Step Counters in Reducing Metabolic Syndrome Risk in South Korea: Population-Based Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Wearable computer; Population; Cohort; Medicine; Wearable technology; Computer science; Environmental health; Embedded system; World Wide Web; Internal medicine","score_opus":0.04184648845885428,"score_gpt":0.4410233793744627,"score_spread":0.3991768909156084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406778061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97927594,0.0050843214,0.00006087717,0.0003415651,0.00022363832,0.014599427,0.00008579108,0.00004532414,0.00028311615],"genre_scores_gemma":[0.9885162,0.0012838291,0.00022028948,0.00053981855,0.000022367385,0.009321263,0.000048995895,0.000024513742,0.000022732773],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9919403,0.0036898616,0.0020307922,0.00089182757,0.00030803488,0.0011391779],"domain_scores_gemma":[0.99564785,0.002385623,0.0008380385,0.00051154336,0.00013361184,0.0004833614],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007010501,0.00034130897,0.0016878296,0.0012314628,0.00062403834,0.000011373597,0.00017837212,0.00027785698,0.000012566931],"category_scores_gemma":[0.00018354629,0.00032973854,0.000035494362,0.0017163665,0.0000925134,0.00014797243,0.00007521518,0.0012839137,0.0000045830075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007059077,0.00053070195,0.9842318,0.008155435,0.000013521136,0.000003220898,0.0034292096,0.00020971632,0.0000012265581,0.00073256344,0.00001780777,0.0019688408],"study_design_scores_gemma":[0.0054428484,0.00027615167,0.9838045,0.0021222455,0.000051263825,8.8280154e-7,0.0051648086,0.0025524711,9.45208e-7,0.00023846478,0.00016942878,0.00017596794],"about_ca_topic_score_codex":0.08059944,"about_ca_topic_score_gemma":0.04753306,"teacher_disagreement_score":0.03306638,"about_ca_system_score_codex":0.0006223079,"about_ca_system_score_gemma":0.0026009409,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W4406798414","doi":"10.2196/63805","title":"An Actor-Partner Interdependence Mediation Model for Assessing the Association Between Health Literacy and mHealth Use Intention in Dyads of Patients With Chronic Heart Failure and Their Caregivers: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mediation; Preprint; Psychology; Association (psychology); Health literacy; Medication adherence; Literacy; Clinical psychology; Psychological intervention; Medicine; Psychotherapist; Psychiatry; Health care; Computer science; World Wide Web","score_opus":0.06250317928298023,"score_gpt":0.478298081091638,"score_spread":0.4157949018086578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406798414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787443,0.00051222596,0.005392867,0.00481566,0.00022197863,0.0098496545,0.000390701,0.00006425539,0.000008324874],"genre_scores_gemma":[0.9931649,0.0005721142,0.0007680796,0.0016532275,0.00016571699,0.0031671862,0.0004099386,0.000036296606,0.000062566076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994493,0.0013029997,0.0018177134,0.00086004136,0.0004206635,0.0011055917],"domain_scores_gemma":[0.995026,0.0016711502,0.0014819105,0.0004663616,0.000687249,0.00066736125],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004325846,0.00035018203,0.00079035485,0.00046134923,0.0021114685,0.00011783535,0.00018153957,0.00035658665,0.0000045843553],"category_scores_gemma":[0.00022108723,0.00025881384,0.000042393014,0.0005681125,0.00013966003,0.0010427716,0.00010075335,0.0011125141,6.5677597e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002315824,0.0002696534,0.98029196,0.0036101642,0.000019578969,4.086901e-8,0.0054193316,0.00002811837,0.0000021636313,0.00073170284,0.00024085864,0.009154866],"study_design_scores_gemma":[0.0041553914,0.00089203607,0.9824281,0.00035047825,0.000031428895,3.840393e-7,0.0017690511,0.008903238,6.0191684e-7,0.00046206344,0.00085316435,0.00015409674],"about_ca_topic_score_codex":0.0026096117,"about_ca_topic_score_gemma":0.00793388,"teacher_disagreement_score":0.014420542,"about_ca_system_score_codex":0.0016948187,"about_ca_system_score_gemma":0.0038471355,"threshold_uncertainty_score":0.9999864},"labels":[],"label_agreement":null},{"id":"W4406820505","doi":"10.2196/57413","title":"Clinical, Psychological, Physiological, and Technical Parameters and Their Relationship With Digital Tool Use During Cardiac Rehabilitation: Comparison and Correlation Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Rehabilitation; Training (meteorology); mHealth; Psychology; Applied psychology; Physical therapy; Physical medicine and rehabilitation; Medicine; Computer science; Psychological intervention; Psychiatry; World Wide Web","score_opus":0.10410436134090442,"score_gpt":0.45720424035943596,"score_spread":0.35309987901853157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406820505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912629,0.0013209886,0.00006345818,0.0034654741,0.00014947825,0.0034597756,0.000036573427,0.00011608963,0.00012524842],"genre_scores_gemma":[0.99498594,0.0016155019,0.0013862948,0.0016433647,0.000070094335,0.00018800888,0.000046057336,0.000016400978,0.000048313126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970964,0.0004014672,0.0009912045,0.00082781236,0.0001875346,0.0004955402],"domain_scores_gemma":[0.9966972,0.0018334604,0.00024361398,0.0003501255,0.00007942602,0.0007961985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010676399,0.0002840747,0.0009562201,0.0001679514,0.00062372844,0.00009305273,0.000035351735,0.0002598498,0.0000014023351],"category_scores_gemma":[0.00049258425,0.000196309,0.000059391838,0.0003384164,0.00051518885,0.00024052567,0.00007816076,0.0007803442,0.0000011956998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019295266,0.00075960334,0.9809605,0.0012844665,0.000017887956,0.000002807522,0.0007420094,0.0000011228603,0.000004813265,0.00017802976,0.00057714153,0.013542131],"study_design_scores_gemma":[0.003497589,0.0072958805,0.9853642,0.00025354317,0.00009263307,0.000057605812,0.0024307936,0.000085619795,3.01816e-7,0.00015427574,0.0006071898,0.00016038808],"about_ca_topic_score_codex":0.0000830967,"about_ca_topic_score_gemma":0.000019192881,"teacher_disagreement_score":0.013381742,"about_ca_system_score_codex":0.00011605669,"about_ca_system_score_gemma":0.00020526181,"threshold_uncertainty_score":0.8005249},"labels":[],"label_agreement":null},{"id":"W4407003908","doi":"10.2196/60708","title":"The Effects of Self-Monitoring Using a Smartwatch and Smartphone App on Stress Awareness, Self-Efficacy, and Well-Being–Related Outcomes in Police Officers: Longitudinal Mixed Design Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Activity tracker; Smartwatch; Wearable technology; Psychological intervention; mHealth; Intervention (counseling); Applied psychology; Psychology; Self-monitoring; Computer science; Social psychology","score_opus":0.040471041703303394,"score_gpt":0.3832178680391662,"score_spread":0.3427468263358628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407003908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952185,0.0008658178,0.0000232985,0.0010569846,0.00028967802,0.0023746383,0.0000027276035,0.000091978436,0.00007636975],"genre_scores_gemma":[0.9975883,0.0018573975,0.00021159639,0.0001489555,0.00008277237,0.00006384547,0.0000019835954,0.00002274109,0.000022401546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973974,0.00050587015,0.0006087997,0.00052598445,0.00030435307,0.0006575507],"domain_scores_gemma":[0.99642205,0.0025389935,0.00025076244,0.00030868428,0.00006665586,0.00041282503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084274815,0.00030499703,0.0009357652,0.000250373,0.00060089055,0.000037703314,0.00008634902,0.00015312807,4.12167e-7],"category_scores_gemma":[0.00011095806,0.00022352653,0.000037110924,0.00053934,0.00010952414,0.00010088807,0.00009095227,0.00062714063,7.195574e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00130911,0.006069855,0.96939254,0.007642892,0.00016891265,0.000017768185,0.008387941,0.000009802641,0.000061220315,0.00025518905,0.000025698731,0.006659074],"study_design_scores_gemma":[0.005829676,0.0029902842,0.98745435,0.0011621141,0.00025014058,0.00000841728,0.0011279224,0.0007042304,0.00019811429,0.00009693604,0.000027543087,0.00015027278],"about_ca_topic_score_codex":0.0043783947,"about_ca_topic_score_gemma":0.00044517,"teacher_disagreement_score":0.018061813,"about_ca_system_score_codex":0.0002346358,"about_ca_system_score_gemma":0.00083397725,"threshold_uncertainty_score":0.9115147},"labels":[],"label_agreement":null},{"id":"W4407088786","doi":"10.2196/71957","title":"Acceptability, Feasibility, and Outcome Responsiveness of the Joint Effort Mobile App for Promoting Lower-Risk Cannabis Use Among Young Adults: Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"preprint","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Psychological intervention; mHealth; Attrition; Psychology; Intervention (counseling); Normative; Medicine; Clinical psychology; Psychiatry","score_opus":0.07478435772971465,"score_gpt":0.4317534417268044,"score_spread":0.35696908399708976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407088786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9046267,0.0015797912,0.00013061333,0.001477478,0.0072386246,0.08213067,0.002414103,0.00012226994,0.0002797167],"genre_scores_gemma":[0.961778,0.00017465376,0.00022639809,0.00034208008,0.00021681431,0.03500089,0.00008802309,0.00006185658,0.0021112734],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9885962,0.0036175298,0.004547121,0.00160301,0.0005181593,0.0011179952],"domain_scores_gemma":[0.9904353,0.0027389005,0.003998313,0.0015527065,0.00051003083,0.00076472975],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.011230706,0.0007572287,0.0043909424,0.00040718907,0.000644869,0.00015728598,0.0005380775,0.00058898353,0.00005383238],"category_scores_gemma":[0.0041003115,0.0005418514,0.0012820269,0.000294952,0.0009209392,0.00018103558,0.001066314,0.0013997249,0.0000013363858],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8912089,0.0022007662,0.07976909,0.018746177,0.00025929848,0.0000015702559,0.0022630466,0.000005906772,1.3366315e-7,0.0008516854,0.00039435626,0.0042990856],"study_design_scores_gemma":[0.79436296,0.004278553,0.19409749,0.0015230194,0.000745145,0.000008299654,0.000558292,0.00028722055,0.0000034110776,0.0035754743,0.00014698123,0.00041314433],"about_ca_topic_score_codex":0.011568483,"about_ca_topic_score_gemma":0.0034853655,"teacher_disagreement_score":0.1143284,"about_ca_system_score_codex":0.00070737733,"about_ca_system_score_gemma":0.0015585382,"threshold_uncertainty_score":0.9997033},"labels":[],"label_agreement":null},{"id":"W4407121814","doi":"10.2196/57599","title":"Accelerometry-Assessed Physical Activity and Circadian Rhythm to Detect Clinical Disability Status in Multiple Sclerosis: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Cross-sectional study; Circadian rhythm; Preprint; Physical activity; Actigraphy; Medicine; Physical medicine and rehabilitation; Rhythm; Physical therapy; Psychology; Internal medicine; Computer science","score_opus":0.23055058671218093,"score_gpt":0.5032108800976155,"score_spread":0.27266029338543457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407121814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937282,0.0002238367,0.000039475504,0.0019695912,0.00021205697,0.0035848767,0.00007555962,0.0000811089,0.00008530009],"genre_scores_gemma":[0.99739915,0.000814893,0.00025993475,0.0006397547,0.00026793167,0.0005565161,0.000007962134,0.000022851824,0.000030977822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99579906,0.0006139828,0.00076370913,0.0011387033,0.00057767634,0.0011068365],"domain_scores_gemma":[0.9962104,0.0016250619,0.00013146209,0.0005167712,0.00016515487,0.0013511576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021713877,0.00030877875,0.000987924,0.00033581938,0.0005161941,0.000101646794,0.00010745667,0.00017410764,0.000011720034],"category_scores_gemma":[0.002156161,0.00027083125,0.00009774993,0.0010591927,0.00048294448,0.00017664142,0.000299858,0.0010579806,0.0000071598342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019540284,0.0027313537,0.89724284,0.0009958475,0.00004582418,0.000004179889,0.0005201748,0.0000018079592,0.00016567482,0.00000744649,0.00011491467,0.096215904],"study_design_scores_gemma":[0.0071826247,0.0016773593,0.98972267,0.0001037295,0.000025732146,0.0000023405876,0.00035968874,0.0005380503,0.000029874056,0.000029490911,0.00016004937,0.00016841908],"about_ca_topic_score_codex":0.0042712693,"about_ca_topic_score_gemma":0.0047897664,"teacher_disagreement_score":0.09604749,"about_ca_system_score_codex":0.00069557317,"about_ca_system_score_gemma":0.00076967495,"threshold_uncertainty_score":0.99997437},"labels":[],"label_agreement":null},{"id":"W4407226973","doi":"10.2196/56185","title":"Utility of Digital Phenotyping Based on Wrist Wearables and Smartphones in Psychosis: Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Smartwatch; Wearable computer; Positive and Negative Syndrome Scale; Wearable technology; Schizophrenia (object-oriented programming); Actigraphy; Medicine; Physical medicine and rehabilitation; Psychology; Physical therapy; Psychiatry; Psychosis; Computer science; Insomnia; Internal medicine","score_opus":0.15038179492440618,"score_gpt":0.47021104423614785,"score_spread":0.31982924931174167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407226973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842634,0.0007350212,0.00006134046,0.003772113,0.00051398855,0.0010775025,0.00013759884,0.000035799083,0.009403232],"genre_scores_gemma":[0.9981724,0.000012697547,0.000060858307,0.0011379374,0.00002281815,0.00018699063,0.00002588287,0.000011011079,0.00036940948],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980363,0.0001693279,0.0007907007,0.00044527152,0.00017141226,0.0003869475],"domain_scores_gemma":[0.99900335,0.00028839335,0.00019011194,0.00027957268,0.000046560104,0.0001920039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000541079,0.00016254777,0.00034014805,0.0003024811,0.00014406555,0.000037526388,0.00009873128,0.0000797406,0.000048284783],"category_scores_gemma":[0.00004926364,0.00016064358,0.00003753464,0.00042926762,0.00010945165,0.00014153971,0.0000363528,0.00022316797,0.000008226663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096106285,0.0037952624,0.9068598,0.0014246522,0.000014885081,0.0000020720422,0.00067782926,0.0000013088217,2.5813816e-7,0.009324011,0.0013313751,0.07560749],"study_design_scores_gemma":[0.0019418027,0.0008351527,0.99201536,0.000403382,0.000010993623,9.495289e-7,0.0011121847,0.00044269173,0.0000015584628,0.0024755464,0.0006721145,0.00008828535],"about_ca_topic_score_codex":0.0008400519,"about_ca_topic_score_gemma":0.00063691643,"teacher_disagreement_score":0.08515555,"about_ca_system_score_codex":0.000058040096,"about_ca_system_score_gemma":0.00017850385,"threshold_uncertainty_score":0.6550855},"labels":[],"label_agreement":null},{"id":"W4407252375","doi":"10.2196/54753","title":"Sociodemographic Differences in Logins and Engagement With the Electronic Health Coach Messaging Feature of a Mobile App to Support Opioid and Stimulant Use Recovery: Results From a 1-Month Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute on Drug Abuse","keywords":"Observational study; Preprint; mHealth; Psychology; Stimulant; Psychological intervention; Internet privacy; Medicine; Applied psychology; Computer science; World Wide Web; Psychiatry","score_opus":0.07127744743379816,"score_gpt":0.3736508149217809,"score_spread":0.30237336748798277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407252375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97649705,0.003585282,0.00003851492,0.015443042,0.000027786207,0.0041313223,0.0002207579,0.000029577974,0.000026672104],"genre_scores_gemma":[0.99146765,0.0043420536,0.00036805766,0.0030495264,0.000016949158,0.00044820076,0.00018587608,0.000014552104,0.00010713708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977502,0.000309945,0.0004947934,0.0005927144,0.00031352747,0.00053877156],"domain_scores_gemma":[0.99867547,0.00046254788,0.00022667577,0.00031446308,0.00005581921,0.00026505018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095057144,0.0002511045,0.0006813962,0.0002497474,0.00027991278,0.00003660044,0.0000747794,0.00006984842,0.000002101504],"category_scores_gemma":[0.000040342617,0.00016014183,0.000025144109,0.0004729914,0.00008711404,0.00007356146,0.000075256,0.00046219883,1.615086e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025877296,0.0010577857,0.96960247,0.0007794049,0.00013109096,0.000006463606,0.017101672,0.000011866497,0.0000035167961,0.00037383038,0.0010945423,0.0072496114],"study_design_scores_gemma":[0.0058818837,0.0075875036,0.9759839,0.00029922268,0.00011625463,0.0000027676879,0.009024507,0.00018433463,0.0000012089774,0.00016933767,0.00064101117,0.00010806216],"about_ca_topic_score_codex":0.0048657972,"about_ca_topic_score_gemma":0.0056488677,"teacher_disagreement_score":0.0149706025,"about_ca_system_score_codex":0.00021088883,"about_ca_system_score_gemma":0.0015068827,"threshold_uncertainty_score":0.73556626},"labels":[],"label_agreement":null},{"id":"W4407367442","doi":"10.2196/71340","title":"Cost-Effectiveness of Internet of Things–Based Management of Home Noninvasive Positive Pressure Ventilation in Patients With Chronic Obstructive Pulmonary Disease and Hypercapnic Chronic Respiratory Failure: Trial-Based Economic Evaluation","year":2025,"lang":"en","type":"preprint","venue":"JMIR mhealth and uhealth","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; COPD; Medicine; Pressure support ventilation; Positive pressure ventilation; Respiratory failure; Intensive care medicine; Ventilation (architecture); Physical therapy; Computer science; Mechanical ventilation; Anesthesia; Internal medicine; Engineering; World Wide Web; Mechanical engineering","score_opus":0.038845950845526646,"score_gpt":0.3466525496907786,"score_spread":0.3078065988452519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407367442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982546,0.0035791958,0.0003976303,0.00004417568,0.0002301418,0.012791481,0.00035583408,0.000013795748,0.00004177155],"genre_scores_gemma":[0.99773115,0.00011249985,0.00023216153,0.00007083279,0.00003900743,0.000999618,0.00077670923,0.00002785377,0.0000101771475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694335,0.00062206195,0.0009388821,0.0007201989,0.00046585643,0.00030967363],"domain_scores_gemma":[0.9975465,0.00016233943,0.0012237165,0.000473434,0.00033449594,0.00025951889],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012195072,0.0003530761,0.0010487924,0.0005700469,0.00004235776,0.000008279292,0.0001159166,0.00025898957,0.000019794308],"category_scores_gemma":[0.000020265597,0.00032794304,0.0001061453,0.00016598382,0.00016414534,0.0001198415,0.00011489118,0.0004159647,2.5752252e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.28350273,0.0026376497,0.36603972,0.27273205,0.00095458934,0.000041293624,0.0010278,0.008592475,0.00014210818,0.0006416276,0.00002318181,0.063664794],"study_design_scores_gemma":[0.040089898,0.0042080553,0.9339633,0.010433795,0.0014275492,4.2405588e-7,0.000065031025,0.008420705,0.00096228573,0.00015442903,0.0000387653,0.00023578806],"about_ca_topic_score_codex":0.00016257286,"about_ca_topic_score_gemma":0.000059329563,"teacher_disagreement_score":0.56792355,"about_ca_system_score_codex":0.0011607182,"about_ca_system_score_gemma":0.0057254275,"threshold_uncertainty_score":0.99991727},"labels":[],"label_agreement":null},{"id":"W4407385873","doi":"10.2196/52887","title":"Participant Compliance With Ecological Momentary Assessment in Movement Behavior Research Among Adolescents and Emerging Adults: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Brock University","funders":"National Cancer Institute","keywords":"Checklist; PsycINFO; Affect (linguistics); Psychological intervention; Psychology; Population; Observational study; Applied psychology; Clinical psychology; Medicine; MEDLINE; Environmental health; Psychiatry; Cognitive psychology","score_opus":0.3074944691511816,"score_gpt":0.5488167960086404,"score_spread":0.2413223268574588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407385873","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008871244,0.97265047,0.0000025729466,0.0010518567,0.000050794773,0.01721505,0.000055094202,0.00003816269,0.00006477959],"genre_scores_gemma":[0.01431174,0.97699773,0.000079749094,0.001921684,0.000071521245,0.006429338,0.00009819555,0.00003267066,0.000057387962],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9938051,0.0014462442,0.0017193622,0.00097022066,0.000802075,0.0012569593],"domain_scores_gemma":[0.99719816,0.0004436085,0.0006300749,0.00055022875,0.00012539716,0.0010525075],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026159007,0.0005171066,0.0051781535,0.00038027047,0.000341114,0.000030491827,0.00016901195,0.00023610888,0.000013157581],"category_scores_gemma":[0.00009033729,0.0003401078,0.00012697317,0.00083900744,0.00021238794,0.00010054536,0.00019361952,0.0023101424,0.000005166257],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006878717,0.0020493558,0.0025462215,0.9553944,0.000036789854,0.000079991616,0.0001226788,2.7319722e-8,1.599475e-8,0.000087080574,0.00012562862,0.039489053],"study_design_scores_gemma":[0.0011027975,0.0017507683,0.038120963,0.9554472,0.001786088,0.00002453401,0.000240424,0.000033591423,9.849371e-9,0.000018051469,0.0012257219,0.00024986253],"about_ca_topic_score_codex":0.00049807533,"about_ca_topic_score_gemma":0.00036084658,"teacher_disagreement_score":0.03923919,"about_ca_system_score_codex":0.0010570544,"about_ca_system_score_gemma":0.00223979,"threshold_uncertainty_score":0.9999916},"labels":[],"label_agreement":null},{"id":"W4407424827","doi":"10.2196/63148","title":"Preferences for Mobile Apps That Aim to Modify Alcohol Use: Thematic Content Analysis of User Reviews","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Preprint; mHealth; Internet privacy; Thematic map; World Wide Web; Computer science; Medicine; Psychological intervention; Geography; Nursing; Cartography","score_opus":0.41975805531372584,"score_gpt":0.4958712140698647,"score_spread":0.07611315875613883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407424827","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004433553,0.98059785,0.000112664,0.00015087453,0.00014812987,0.01426563,0.00016714838,0.000044049455,0.00008011218],"genre_scores_gemma":[0.00078325946,0.98757267,0.0011195751,0.0010019243,0.00006929544,0.0059064394,0.0005640908,0.00003571176,0.002947007],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99655575,0.00025142194,0.0016020391,0.0006838332,0.0003185004,0.0005884612],"domain_scores_gemma":[0.99630433,0.0012436996,0.001001335,0.00078255875,0.0001361317,0.0005319252],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000844333,0.0005796794,0.006177703,0.00095652003,0.00012345852,0.000025601736,0.00018443531,0.0002898686,0.000048443944],"category_scores_gemma":[0.0001876215,0.00034802157,0.0010181329,0.00129115,0.00005013483,0.00008652016,0.000043363518,0.00025420028,0.000010270118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015305837,0.00024707624,0.004676457,0.20621264,0.0014470401,0.0000015812445,0.00077953725,6.5697134e-7,3.5259266e-8,0.0001571641,0.0042385818,0.7820862],"study_design_scores_gemma":[0.0021171714,0.00094720424,0.0039941426,0.059246838,0.045148436,0.0000061355877,0.0005210899,0.00002235434,6.46644e-7,0.000028098679,0.88751394,0.00045394292],"about_ca_topic_score_codex":0.000075563534,"about_ca_topic_score_gemma":0.00020612808,"teacher_disagreement_score":0.88327533,"about_ca_system_score_codex":0.00022594367,"about_ca_system_score_gemma":0.0007832498,"threshold_uncertainty_score":0.9998972},"labels":[],"label_agreement":null},{"id":"W4407439269","doi":"10.2196/49348","title":"Selection of Behavior Change Techniques for Asthma Medication Adherence Apps: Evidence-Based Design Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medication adherence; Asthma; mHealth; Computer science; Internet privacy; Behaviour change; Medicine; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.2742752868853686,"score_gpt":0.5402144909050187,"score_spread":0.2659392040196501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407439269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46383798,0.011541995,0.22385503,0.029632086,0.002853962,0.26538336,0.00032550836,0.0017846314,0.0007854292],"genre_scores_gemma":[0.75532013,0.0025580581,0.009075492,0.005017469,0.00032348945,0.22745602,0.000044804372,0.000032258555,0.00017225613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99498004,0.0011708512,0.0017294292,0.00073225994,0.00036515927,0.0010222521],"domain_scores_gemma":[0.99514323,0.0019166574,0.001075461,0.0005349478,0.00066694804,0.0006627724],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045456304,0.0002914145,0.00067253417,0.00055944966,0.0015785823,0.000009111641,0.00026515016,0.0003989637,0.00006529765],"category_scores_gemma":[0.0004247396,0.00027270423,0.00006288653,0.00094061357,0.00011094518,0.00021843595,0.000052326643,0.00068143615,0.000009932144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017244368,0.0017882491,0.17255199,0.019664701,0.00001691646,4.909303e-7,0.0019125707,0.0000010120738,0.00013673955,0.0059647155,0.014052951,0.78218526],"study_design_scores_gemma":[0.0052032555,0.00812808,0.90944636,0.0041402034,0.00033629412,0.0000022115887,0.003197762,0.0025971262,0.0003167295,0.0012032789,0.06493396,0.00049471733],"about_ca_topic_score_codex":0.0015842303,"about_ca_topic_score_gemma":0.00054965756,"teacher_disagreement_score":0.78169054,"about_ca_system_score_codex":0.00046033724,"about_ca_system_score_gemma":0.004808612,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W4407462205","doi":"10.2196/63989","title":"Evaluating the Effectiveness of a Mobile App for Breast Cancer Self-Management on Self-Efficacy: Nonrandomized Intervention Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Breast cancer; Randomized controlled trial; Self-management; Self-efficacy; mHealth; Intervention (counseling); Medicine; Cancer; Physical therapy; Psychology; Psychological intervention; Psychotherapist; Internal medicine; Computer science; World Wide Web; Psychiatry","score_opus":0.03821568561298951,"score_gpt":0.4447037678392172,"score_spread":0.40648808222622773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407462205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848637,0.0015114902,0.00034687947,0.00082736096,0.0010069228,0.010708746,0.00006477978,0.00008696154,0.0005831762],"genre_scores_gemma":[0.99311113,0.00061817345,0.00011945745,0.0005401624,0.00021618642,0.0052266563,0.000020869296,0.000016018193,0.00013136961],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9980166,0.0006201371,0.00048623543,0.00032719644,0.0002527379,0.0002970785],"domain_scores_gemma":[0.9982621,0.000986587,0.00022058307,0.00026354252,0.00014515266,0.00012203792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003576728,0.00015726223,0.00055979576,0.00012982244,0.00018840647,0.0000132278665,0.00007691472,0.0000758581,0.000014454242],"category_scores_gemma":[0.000040142622,0.00010585118,0.00018828729,0.00027789737,0.000030287125,0.000026051313,0.000032548574,0.00017511522,6.6638063e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6116523,0.002578873,0.00055518845,0.03293076,0.00041878992,9.629971e-7,0.001874122,0.000034934514,0.000023774219,0.0018539011,0.00037776085,0.34769863],"study_design_scores_gemma":[0.81456894,0.015948735,0.14782408,0.006375638,0.0029194509,0.0000097817865,0.0019055199,0.00392621,0.0001919312,0.0005730633,0.005407982,0.00034868243],"about_ca_topic_score_codex":0.0006311231,"about_ca_topic_score_gemma":0.00015415534,"teacher_disagreement_score":0.34734994,"about_ca_system_score_codex":0.00028861014,"about_ca_system_score_gemma":0.00041057437,"threshold_uncertainty_score":0.43164858},"labels":[],"label_agreement":null},{"id":"W4407636361","doi":"10.2196/72242","title":"Efficacy and Safety of a Telemedicine System in Patients With Gestational Diabetes Mellitus (TELEGLAM): Single-Center, 2-Arm, Randomized, Open-Label, Parallel-Group Study","year":2025,"lang":"en","type":"preprint","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Single Center; Telemedicine; Gestational diabetes; Medicine; Center (category theory); Open label; Diabetes mellitus; Randomized controlled trial; Computer science; Internal medicine; Pregnancy; World Wide Web; Gestation; Endocrinology; Health care; Political science","score_opus":0.04107753684455541,"score_gpt":0.3603387999980818,"score_spread":0.31926126315352643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407636361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725166,0.0027197234,0.00009738948,0.0011783097,0.00014972381,0.022311004,0.00030688482,0.000039437204,0.0006809144],"genre_scores_gemma":[0.99210167,0.001965086,0.0021262916,0.00052699033,0.00006048868,0.0016657889,0.0013944039,0.00003205832,0.00012723953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99504113,0.0007776957,0.0015009652,0.00090880645,0.0010085665,0.00076280476],"domain_scores_gemma":[0.99692094,0.0008867533,0.00066804007,0.00046285428,0.00039785297,0.0006635673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022490427,0.0004626756,0.002097892,0.00067280326,0.00015399346,0.000062330546,0.00025692038,0.00016202092,0.000013560202],"category_scores_gemma":[0.00022801536,0.0003484222,0.000042581152,0.00036567086,0.0002599825,0.00009779782,0.00065977237,0.0007401016,0.0000011253659],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2947168,0.026368698,0.5466056,0.0739905,0.0010375757,0.00004471661,0.0021982875,0.00008241578,0.0000010457388,0.003760447,0.0007255084,0.050468408],"study_design_scores_gemma":[0.3911353,0.00580468,0.59696805,0.0040697064,0.00032308954,0.00000118442,0.00046736177,0.0006336977,2.5368914e-7,0.000091863076,0.00028881154,0.00021597558],"about_ca_topic_score_codex":0.00050421164,"about_ca_topic_score_gemma":0.00013885002,"teacher_disagreement_score":0.09641853,"about_ca_system_score_codex":0.00041032708,"about_ca_system_score_gemma":0.0008136872,"threshold_uncertainty_score":0.99989676},"labels":[],"label_agreement":null},{"id":"W4407686003","doi":"10.2196/56666","title":"Insights Into How mHealth Applications Could Be Introduced Into Standard Hypertension Care in Germany: Qualitative Study With German Cardiologists and General Practitioners","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; German; Qualitative research; Medicine; Psychology; Computer science; Internet privacy; Data science; Nursing; World Wide Web; Psychological intervention; Geography; Sociology","score_opus":0.05581088525131924,"score_gpt":0.48486405106452796,"score_spread":0.42905316581320874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407686003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9358231,0.007566587,0.0010340645,0.03723356,0.00033794416,0.016882367,0.000086532054,0.00025373907,0.00078211],"genre_scores_gemma":[0.9541407,0.007036291,0.002163942,0.0108710285,0.0003969308,0.024760425,0.00032582728,0.00006676641,0.00023807689],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9918064,0.0028702097,0.0016284828,0.0016143136,0.0005943753,0.0014862312],"domain_scores_gemma":[0.9947408,0.0010628798,0.00090222084,0.0010323146,0.0008275299,0.0014342705],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020736102,0.0006121371,0.0013985394,0.00090891233,0.0036825477,0.000048885817,0.00027365773,0.00053397595,0.000009468524],"category_scores_gemma":[0.00015911882,0.0005157995,0.00005385744,0.0014541956,0.00040660053,0.0003416255,0.00021026722,0.0020610515,0.000011004226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00937625,0.0020475602,0.07927123,0.049729846,0.00023206999,0.00007823012,0.6080616,0.000041882253,0.00023599247,0.097869925,0.026031233,0.1270242],"study_design_scores_gemma":[0.013938715,0.0042912094,0.24147461,0.0008397918,0.00031366924,0.000021945429,0.37521666,0.0002659549,0.00000859908,0.0058031124,0.35674328,0.0010824698],"about_ca_topic_score_codex":0.0053371005,"about_ca_topic_score_gemma":0.018703626,"teacher_disagreement_score":0.33071202,"about_ca_system_score_codex":0.0016778167,"about_ca_system_score_gemma":0.005721684,"threshold_uncertainty_score":0.99991494},"labels":[],"label_agreement":null},{"id":"W4407720924","doi":"10.2196/56329","title":"Using Social Media to Recruit a Diverse Sample of Participants for a Mobile Health (mHealth) Intervention to Increase Physical Activity: Exploratory Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Social media; Exploratory research; Intervention (counseling); Psychology; Sample (material); Internet privacy; Mobile phone; Applied psychology; Multimedia; Psychological intervention; Computer science; World Wide Web; Telecommunications; Sociology","score_opus":0.47618037128096063,"score_gpt":0.5751057847910154,"score_spread":0.09892541351005474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407720924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97823864,0.00015372482,0.0007867033,0.0052903853,0.00226894,0.012986194,0.00017236646,0.00008425362,0.000018812781],"genre_scores_gemma":[0.9872234,0.000078145116,0.0010885816,0.001225515,0.001133011,0.009202349,0.000014050733,0.000026103167,0.000008885759],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9951326,0.0016987575,0.00074398785,0.0006125163,0.0005710506,0.0012410716],"domain_scores_gemma":[0.9943796,0.0029928968,0.0005256488,0.0002504574,0.0003292798,0.0015221265],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042252396,0.00022464718,0.0008083265,0.00046149892,0.0017140947,0.000042745658,0.0002314503,0.00013787956,0.000011764468],"category_scores_gemma":[0.0039672977,0.00025400973,0.00010139212,0.0013858279,0.00015386168,0.00022668157,0.00011415186,0.00026756225,0.0000044308877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009953401,0.0028666542,0.012075198,0.002175868,0.00002323,3.919361e-7,0.52282107,0.0000053619547,0.000013478395,0.0019752255,0.0015647977,0.4554834],"study_design_scores_gemma":[0.005202453,0.006656473,0.3496752,0.00090731826,0.0003040758,2.8575388e-7,0.6118696,0.0003856867,0.000039815146,0.0033041802,0.020915035,0.00073989737],"about_ca_topic_score_codex":0.051243488,"about_ca_topic_score_gemma":0.041265942,"teacher_disagreement_score":0.4547435,"about_ca_system_score_codex":0.0015604756,"about_ca_system_score_gemma":0.0048672874,"threshold_uncertainty_score":0.99999124},"labels":[],"label_agreement":null},{"id":"W4407853139","doi":"10.2196/65668","title":"Participant Adherence in Repeated-Dose Clinical Studies Using Video-Based Observation: Retrospective Data Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Subject (documents); Computer science; Psychology; Medicine; Medical physics; World Wide Web","score_opus":0.6001414464723869,"score_gpt":0.6322504088144629,"score_spread":0.03210896234207605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407853139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9646021,0.0082512,0.0020077452,0.016173603,0.0012012784,0.006782758,0.00028761002,0.0002524047,0.000441262],"genre_scores_gemma":[0.96459,0.007753722,0.0047542793,0.018146921,0.00035061713,0.0036908877,0.00033120005,0.000031963264,0.000350396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99024665,0.0022195475,0.003763908,0.0016593984,0.00040838064,0.0017021188],"domain_scores_gemma":[0.992609,0.0022866963,0.0012959911,0.0021818744,0.0005780606,0.0010483536],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008783857,0.00038006215,0.0016704067,0.00078470755,0.0018355182,0.000017929293,0.00053587166,0.00046896166,0.00006661896],"category_scores_gemma":[0.0019519413,0.0003490151,0.00010870933,0.0039984887,0.0003520988,0.00025821343,0.00037315214,0.0017239687,0.00002862109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004972337,0.00032539523,0.9722762,0.0038298557,0.00014151147,0.000005469173,0.0010553546,0.0000721778,0.0000017742632,0.005760871,0.006466089,0.009568054],"study_design_scores_gemma":[0.002951199,0.0002257076,0.9484057,0.0006875122,0.0007002543,5.282359e-7,0.003063448,0.029044058,3.974034e-7,0.0016587905,0.013020059,0.00024238692],"about_ca_topic_score_codex":0.0037841992,"about_ca_topic_score_gemma":0.011198661,"teacher_disagreement_score":0.02897188,"about_ca_system_score_codex":0.00088013295,"about_ca_system_score_gemma":0.0074197985,"threshold_uncertainty_score":0.99989617},"labels":[],"label_agreement":null},{"id":"W4407856275","doi":"10.2196/56318","title":"A Smartphone App Self-Management Program for Chronic Obstructive Pulmonary Disease: Randomized Controlled Trial of Clinical Outcomes","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Smartphone app; mHealth; Self-management; Medicine; Mobile apps; eHealth; Physical therapy; Psychology; Computer science; Internet privacy; World Wide Web; Psychological intervention; Health care; Nursing; Surgery; Artificial intelligence","score_opus":0.031710741426015036,"score_gpt":0.42795312718167333,"score_spread":0.3962423857556583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407856275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88616097,0.013088937,0.0002585912,0.007020943,0.0016291897,0.08625376,0.00016115,0.0003706484,0.005055804],"genre_scores_gemma":[0.9668781,0.00457779,0.0025391998,0.0006501118,0.00066426443,0.021216454,0.00017846994,0.000057408946,0.003238213],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99417156,0.00081726414,0.0024215733,0.00091774156,0.00070082216,0.00097105437],"domain_scores_gemma":[0.9949068,0.0021239975,0.0007356013,0.00069729943,0.00035093335,0.0011854068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030608682,0.00042987816,0.0038492123,0.00044673798,0.00026429194,0.00002508795,0.0002023811,0.00020524021,0.000045052246],"category_scores_gemma":[0.0007500275,0.0003150257,0.0011690117,0.0004609108,0.000582437,0.0000892613,0.00015165537,0.00049019244,0.0000042872707],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8208102,0.0038001568,0.009946908,0.016492086,0.0012335113,0.00003320854,0.00005682383,9.4277084e-7,3.62295e-7,0.0044337926,0.0004694633,0.14272255],"study_design_scores_gemma":[0.71466845,0.00075058936,0.2750238,0.00023217911,0.0019920566,0.0000033874041,0.000108057415,0.0028174298,4.7559328e-7,0.0015302479,0.0027170586,0.00015627008],"about_ca_topic_score_codex":0.000049716848,"about_ca_topic_score_gemma":0.000009345099,"teacher_disagreement_score":0.26507688,"about_ca_system_score_codex":0.000549962,"about_ca_system_score_gemma":0.0040582754,"threshold_uncertainty_score":0.9999302},"labels":[],"label_agreement":null},{"id":"W4407929743","doi":"10.2196/63797","title":"Wearable Devices in Remote Cardiac Rehabilitation With and Without Weekly Online Coaching for Patients With Coronary Artery Disease: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Preprint; Wearable computer; Wearable technology; Rehabilitation; mHealth; Physical therapy; Medicine; CAD; Coaching; Physical medicine and rehabilitation; Psychology; Computer science; Engineering; Psychological intervention; Internal medicine; World Wide Web; Embedded system; Nursing; Psychotherapist","score_opus":0.01387266089590091,"score_gpt":0.3544637164240728,"score_spread":0.3405910555281719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407929743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601018,0.0035406179,0.00014578903,0.0077138147,0.00032618502,0.027817646,0.00010269682,0.00005678038,0.00019467066],"genre_scores_gemma":[0.98959213,0.0016064441,0.0032237154,0.0035581153,0.00017049506,0.0013115077,0.00027887966,0.00003571368,0.00022300924],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9965107,0.00067598606,0.0010828571,0.00062125834,0.0003739293,0.00073529483],"domain_scores_gemma":[0.99661297,0.0015361359,0.0003812914,0.0002797261,0.00018290951,0.0010069545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023507248,0.00033036195,0.0023782293,0.00035790534,0.00033244022,0.000026538453,0.000040146057,0.00012618706,0.0000019178708],"category_scores_gemma":[0.0003460681,0.00021987213,0.00013860186,0.0002780913,0.00018667457,0.00014593263,0.000020609028,0.00037874817,4.1015542e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.78781414,0.0005267475,0.19477446,0.00618126,0.000056309626,0.0000019251413,0.0003331743,0.0000016337865,2.922316e-7,0.00009794379,0.00008499607,0.010127111],"study_design_scores_gemma":[0.60304433,0.0034604042,0.3901846,0.0013280476,0.00038981801,0.00000318967,0.0003576216,0.00063700846,6.797101e-8,0.00009215322,0.0003787664,0.00012394658],"about_ca_topic_score_codex":0.0005307018,"about_ca_topic_score_gemma":0.0003632904,"teacher_disagreement_score":0.19541016,"about_ca_system_score_codex":0.0003093402,"about_ca_system_score_gemma":0.002304347,"threshold_uncertainty_score":0.8966125},"labels":[],"label_agreement":null},{"id":"W4407932838","doi":"10.2196/60115","title":"Digital Therapeutics–Based Cardio-Oncology Rehabilitation for Lung Cancer Survivors: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Pulmonary rehabilitation; Rehabilitation; Lung cancer; Aerobic exercise; Quality of life (healthcare); Telerehabilitation; Exercise prescription; Internal medicine; Health care; Telemedicine","score_opus":0.027153196930736305,"score_gpt":0.4095272134784351,"score_spread":0.3823740165476988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407932838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84172,0.02365632,0.007483742,0.071554124,0.0061532236,0.04016453,0.00023145035,0.00024423885,0.008792413],"genre_scores_gemma":[0.9803101,0.00092224224,0.00019017106,0.00728111,0.0006291789,0.00937784,0.00009593247,0.000027971648,0.0011654496],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975029,0.00047606137,0.0008827252,0.00042102687,0.00023761232,0.00047967126],"domain_scores_gemma":[0.99526364,0.003596178,0.00028802967,0.0002623403,0.00031037274,0.00027946298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020290297,0.00023504565,0.0020667727,0.0002433183,0.00020704705,0.000041579435,0.00006218816,0.00022934971,0.000020217749],"category_scores_gemma":[0.00040605094,0.00017472212,0.0004851095,0.00025601353,0.00017015034,0.00007162294,0.000013758487,0.00024103606,5.309969e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.954049,0.00021840374,0.0020924401,0.0026170686,0.00023413365,8.9567067e-7,0.0011011927,0.000005187217,0.0000037865473,0.000892289,0.0011655547,0.03762004],"study_design_scores_gemma":[0.96140563,0.0014870361,0.0005943917,0.0001867791,0.0010283706,0.0000011146585,0.00061711844,0.0041379468,0.0000039945603,0.00027887462,0.030118471,0.00014025097],"about_ca_topic_score_codex":0.0010859602,"about_ca_topic_score_gemma":0.0016249806,"teacher_disagreement_score":0.13859014,"about_ca_system_score_codex":0.0004630666,"about_ca_system_score_gemma":0.0029894058,"threshold_uncertainty_score":0.71249616},"labels":[],"label_agreement":null},{"id":"W4407960595","doi":"10.2196/58556","title":"Preferences for Mobile App Features to Support People Living With Chronic Heart Diseases: Discrete Choice Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Gerontology; Medicine; Psychology; Internet privacy; Computer science; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.040011826378012455,"score_gpt":0.46163875502634333,"score_spread":0.42162692864833085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407960595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9297243,0.0029624377,0.0014501954,0.010656501,0.0009339172,0.05168177,0.000547855,0.00059433666,0.0014487194],"genre_scores_gemma":[0.8671336,0.0006463649,0.0006617802,0.011777716,0.0007028844,0.115920074,0.0001318691,0.00006558257,0.0029601215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99398464,0.0006962404,0.0013537849,0.0012879665,0.00043456577,0.0022427926],"domain_scores_gemma":[0.9933397,0.00264026,0.00046275894,0.0009520721,0.00034128412,0.0022639115],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015439249,0.00050154974,0.001042874,0.00043831233,0.0036503172,0.00005007463,0.0003986121,0.00027330464,0.00013440062],"category_scores_gemma":[0.0002971571,0.000400393,0.00008363371,0.0010875007,0.00008624021,0.0001930418,0.00021179937,0.0009595613,0.00006398016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090506073,0.0008922301,0.81608814,0.019442031,0.000044008513,5.132416e-7,0.0059429174,0.000034965495,0.0000035675484,0.002179801,0.11381092,0.040655836],"study_design_scores_gemma":[0.0025967264,0.0040924638,0.7877332,0.0005986454,0.00013184096,0.0000018185242,0.0046137823,0.000047838654,4.775299e-7,0.00018801728,0.19970608,0.00028912385],"about_ca_topic_score_codex":0.0033120173,"about_ca_topic_score_gemma":0.02653496,"teacher_disagreement_score":0.08589515,"about_ca_system_score_codex":0.0006554498,"about_ca_system_score_gemma":0.0077697965,"threshold_uncertainty_score":0.9998448},"labels":[],"label_agreement":null},{"id":"W4407962360","doi":"10.2196/53133","title":"Development of a Mobile Intervention for Procrastination Augmented With a Semigenerative Chatbot for University Students: Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Perfectionism, Procrastination, Anxiety Studies","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Procrastination; Randomized controlled trial; Psychology; Intervention (counseling); Chatbot; mHealth; Multimedia; Computer science; Medicine; Psychological intervention; World Wide Web; Social psychology","score_opus":0.03730411924769929,"score_gpt":0.40485776716804117,"score_spread":0.3675536479203419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407962360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8392055,0.00047539012,0.13249879,0.0003866081,0.0005073778,0.026550964,0.00003239891,0.000060666174,0.00028229738],"genre_scores_gemma":[0.979171,0.000105519975,0.004336609,0.00009899334,0.00007831704,0.01258457,0.000073468844,0.000013702289,0.0035378262],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9980772,0.00033536527,0.00075529877,0.00037098466,0.00017262771,0.0002885147],"domain_scores_gemma":[0.9980108,0.00060861884,0.00068685383,0.00009661096,0.00052128005,0.00007583706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002084956,0.00018203876,0.0009200997,0.00025654686,0.0005948968,0.000017189697,0.00008836441,0.00006727258,0.000009430929],"category_scores_gemma":[0.00016616221,0.0001478136,0.00012006178,0.0002292779,0.000100081226,0.0000757992,0.000027543303,0.00008399095,4.7427696e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97788954,0.0016030882,0.0004187395,0.0012377284,0.00055084866,1.1219968e-7,0.006792814,0.000003876856,0.000014811806,0.0032902027,0.00048910483,0.007709146],"study_design_scores_gemma":[0.98578024,0.0034042727,0.0028426358,0.00018278976,0.00031942016,7.773391e-7,0.005191541,0.00032024717,0.0000391716,0.00014837332,0.0016497154,0.00012080337],"about_ca_topic_score_codex":0.00004528797,"about_ca_topic_score_gemma":0.00030788992,"teacher_disagreement_score":0.13996547,"about_ca_system_score_codex":0.0002705297,"about_ca_system_score_gemma":0.0004645583,"threshold_uncertainty_score":0.60276634},"labels":[],"label_agreement":null},{"id":"W4408097655","doi":"10.2196/57018","title":"Understanding the Relationship Between Ecological Momentary Assessment Methods, Sensed Behavior, and Responsiveness: Cross-Study Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Preprint; Psychology; Computer science; World Wide Web","score_opus":0.504333408374831,"score_gpt":0.6325275211272066,"score_spread":0.12819411275237558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408097655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847672,0.0006046312,0.004070522,0.0064168638,0.00028121285,0.0025756382,0.000051253992,0.000057013258,0.0011756469],"genre_scores_gemma":[0.9958001,0.00008047922,0.0011761608,0.0013979041,0.00007514786,0.0005680748,0.000045639976,0.000013625545,0.0008428841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99278146,0.0046061925,0.00078940764,0.00068608276,0.00034478217,0.00079209695],"domain_scores_gemma":[0.9928188,0.0058530704,0.00022882153,0.0005477717,0.000055792305,0.00049576745],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006648335,0.00022139632,0.00054031156,0.00058090256,0.0017030957,0.00010443386,0.00019459495,0.00020827685,0.00014996802],"category_scores_gemma":[0.00018463928,0.00016535632,0.00006928205,0.0013192261,0.00030236703,0.000082314764,0.00018451683,0.0009463195,0.0000047488343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022925963,0.0003582426,0.9798448,0.00024002213,0.00013665715,0.000017079861,0.001679484,0.0000013170551,8.481487e-7,0.01393184,0.000309081,0.0032513784],"study_design_scores_gemma":[0.0013307427,0.00065510493,0.98504335,0.000015360456,0.00044997496,0.000003446762,0.008180096,0.000051626215,2.5908707e-7,0.0038266794,0.00032978234,0.00011358625],"about_ca_topic_score_codex":0.00072231115,"about_ca_topic_score_gemma":0.0003131789,"teacher_disagreement_score":0.011032865,"about_ca_system_score_codex":0.00082608085,"about_ca_system_score_gemma":0.00046394204,"threshold_uncertainty_score":0.99959654},"labels":[],"label_agreement":null},{"id":"W4408106994","doi":"10.2196/60811","title":"Impact of a Mobile Money–Based Conditional Cash Transfer Intervention on Health Care Utilization in Southern Madagascar: Mixed-Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conditional cash transfer; Psychological intervention; Thematic analysis; Medicine; Intervention (counseling); Health care; Health intervention; mHealth; Cash transfers; Family medicine; Nursing; Cash; Emergency medicine; Qualitative research; Finance; Business; Economic growth; Economics","score_opus":0.0365131519467203,"score_gpt":0.467388823305119,"score_spread":0.4308756713583987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408106994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929294,0.0019206738,0.00094903714,0.0010120046,0.00014489234,0.0025441274,0.0002928814,0.000044825847,0.00016217666],"genre_scores_gemma":[0.9973557,0.00017686798,0.00022942426,0.0017179179,0.000044503227,0.00015937253,0.00024555146,0.00001850659,0.000052180974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972664,0.00063757744,0.00091665663,0.00041158966,0.0002907564,0.00047698454],"domain_scores_gemma":[0.99896675,0.00008873398,0.00016693471,0.00024633645,0.00014094764,0.00039030347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078983017,0.00023360763,0.0006981552,0.0004460362,0.00014328884,0.000010741753,0.00006985512,0.00011781963,0.00004798248],"category_scores_gemma":[0.00002200815,0.00019096366,0.00014876224,0.00045912288,0.000052697673,0.000042087668,0.000017775072,0.00034662063,0.0000037622299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053670104,0.006649735,0.74761516,0.014889776,0.000103156286,0.00001880794,0.014360606,0.00029794298,0.00003134989,0.00082844746,0.0012507236,0.20858729],"study_design_scores_gemma":[0.006676691,0.008713442,0.9728833,0.0008049652,0.00005250507,0.0000078623225,0.009979738,0.00037943828,0.00002272537,0.00018036619,0.00018921266,0.00010975197],"about_ca_topic_score_codex":0.007023337,"about_ca_topic_score_gemma":0.0015958446,"teacher_disagreement_score":0.22526814,"about_ca_system_score_codex":0.0007116002,"about_ca_system_score_gemma":0.0014251635,"threshold_uncertainty_score":0.99958897},"labels":[],"label_agreement":null},{"id":"W4408184037","doi":"10.2196/59660","title":"Applying AI in the Context of the Association Between Device-Based Assessment of Physical Activity and Mental Health: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Mental health; Context (archaeology); Wearable technology; Computer science; Artificial intelligence; Applied psychology; Machine learning; Psychology; Psychiatry","score_opus":0.12033463457756198,"score_gpt":0.5281294873806623,"score_spread":0.40779485280310035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408184037","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046070613,0.97536004,0.000007021815,0.0055839536,0.00029863045,0.017136235,0.0007904117,0.000013607607,0.0003494151],"genre_scores_gemma":[0.082844764,0.9077696,0.000013126985,0.0039150035,0.000057471378,0.0051375856,0.00012670671,0.000029673887,0.00010606096],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9924907,0.00406482,0.0019390639,0.00044372102,0.00053898676,0.00052271446],"domain_scores_gemma":[0.9935202,0.0021643448,0.0034831264,0.0005938021,0.000064395084,0.0001741563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036892942,0.00036486358,0.0034083913,0.00019838144,0.0002198507,0.000021927775,0.00037833527,0.00019688345,0.000003173084],"category_scores_gemma":[0.00012468112,0.00021974488,0.00040074997,0.0007229901,0.0000892673,0.00007075311,0.00009850055,0.0008792007,0.0000023225643],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004647626,0.0004132078,0.0003218894,0.76245654,0.000061981,1.679735e-7,0.00022727753,5.38724e-9,4.0347463e-9,0.0011572702,0.0004811844,0.23487584],"study_design_scores_gemma":[0.00078729674,0.0007484419,0.010823172,0.96300185,0.0012276347,0.0000065820313,0.00031864888,0.000008884995,1.2687872e-7,0.00006110122,0.022797866,0.0002184112],"about_ca_topic_score_codex":0.0006027797,"about_ca_topic_score_gemma":0.00020083149,"teacher_disagreement_score":0.23465744,"about_ca_system_score_codex":0.000989878,"about_ca_system_score_gemma":0.0015847394,"threshold_uncertainty_score":0.8960936},"labels":[],"label_agreement":null},{"id":"W4408283410","doi":"10.2196/65782","title":"Mobile Apps and Wearable Devices for Cardiovascular Health: Narrative Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Wearable computer; mHealth; Narrative; Wearable technology; Computer science; Internet privacy; Medicine; Multimedia; World Wide Web; Psychological intervention; Embedded system; Art; Nursing","score_opus":0.12682305311899641,"score_gpt":0.5235250651158762,"score_spread":0.3967020119968797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408283410","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017397699,0.930657,0.00027314672,0.0027723683,0.0009104983,0.06297952,0.0009994085,0.00029046324,0.0011158439],"genre_scores_gemma":[0.0000018173257,0.81757706,0.0013827116,0.017023053,0.00076449657,0.16019833,0.0007798528,0.00013582649,0.0021368274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98621184,0.0032621836,0.004631163,0.002221369,0.0005759868,0.0030974674],"domain_scores_gemma":[0.98911905,0.0029773735,0.00274865,0.0016908167,0.0004909497,0.0029731828],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0061783153,0.0012585628,0.007893667,0.00064763695,0.0058695837,0.00003409127,0.00052651373,0.0012290493,0.000071279166],"category_scores_gemma":[0.00041787085,0.0010672936,0.0010127482,0.0013240485,0.00022216226,0.00017712364,0.00030552867,0.0027065945,0.0000776923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016899576,0.00004366539,0.0000050609538,0.4589976,0.00008814212,4.7351435e-7,0.00043195134,6.104355e-8,7.6642603e-10,0.00097252836,0.053559847,0.48588377],"study_design_scores_gemma":[0.0009339972,0.00045631407,0.00001801063,0.174635,0.0012773739,0.00001818339,0.00070767896,0.0000044351236,1.8103454e-9,0.00023009483,0.821229,0.00048991333],"about_ca_topic_score_codex":0.0007402309,"about_ca_topic_score_gemma":0.0003546613,"teacher_disagreement_score":0.76766914,"about_ca_system_score_codex":0.0010335348,"about_ca_system_score_gemma":0.020687703,"threshold_uncertainty_score":0.9995942},"labels":[],"label_agreement":null},{"id":"W4408283562","doi":"10.2196/57474","title":"Preferences and Willingness to Pay for Health App Assessments Among Health Care Stakeholders: Discrete Choice Experiment","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Willingness to pay; Health care; mHealth; Psychology; Marketing; Business; Internet privacy; Computer science; Economics; World Wide Web","score_opus":0.17320699607377726,"score_gpt":0.5371078678533218,"score_spread":0.3639008717795445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408283562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6061932,0.042930927,0.031505402,0.22021578,0.004506731,0.08758348,0.002121355,0.001405354,0.0035377843],"genre_scores_gemma":[0.8361055,0.009926082,0.008516305,0.09012204,0.0009148728,0.05208131,0.0006110574,0.00013141485,0.0015913856],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907505,0.0011817951,0.002635727,0.0017239968,0.0005360744,0.0031719264],"domain_scores_gemma":[0.9921356,0.0012679005,0.0012696824,0.0009419796,0.00040282437,0.003982027],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002834038,0.0006854293,0.0015202316,0.00050076214,0.0056903637,0.000075017575,0.00040847668,0.00041092667,0.000029779592],"category_scores_gemma":[0.00019320777,0.00056802743,0.00009625377,0.00088338944,0.00017523013,0.00027424746,0.00026415105,0.0012443077,0.000014633439],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011530702,0.0004514506,0.21455263,0.06878642,0.00007117234,6.23265e-7,0.024580626,0.000014944606,0.0000052785585,0.018301263,0.13830607,0.53377646],"study_design_scores_gemma":[0.0047396957,0.0020064516,0.37048143,0.002100508,0.00004549724,0.000001321971,0.017611587,0.00022858703,0.0000041506337,0.0008147242,0.6014261,0.0005399072],"about_ca_topic_score_codex":0.007230392,"about_ca_topic_score_gemma":0.0072855772,"teacher_disagreement_score":0.53323656,"about_ca_system_score_codex":0.0015338555,"about_ca_system_score_gemma":0.009855577,"threshold_uncertainty_score":0.9996771},"labels":[],"label_agreement":null},{"id":"W4408352262","doi":"10.2196/60569","title":"Recent Advancements in Wearable Hydration-Monitoring Technologies: Scoping Review of Sensors, Trends, and Future Directions","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Wearable computer; mHealth; Wearable technology; Computer science; Smartwatch; Data science; Internet privacy; Embedded system; World Wide Web; Health care; Political science","score_opus":0.08918822672592037,"score_gpt":0.4702017800071074,"score_spread":0.381013553281187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408352262","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016957881,0.99636096,5.2584113e-7,0.0014061319,0.00018730336,0.0015451226,0.00002523161,0.0000682299,0.00023689105],"genre_scores_gemma":[0.00002620298,0.9989825,0.00016913365,0.00015838564,0.00012036976,0.00022278528,0.000056003715,0.000012541373,0.00025206784],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812216,0.00023471312,0.00083635654,0.00037563837,0.0001528327,0.00027830031],"domain_scores_gemma":[0.99876446,0.0003557571,0.0004204343,0.00026300465,0.000059351616,0.00013700247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003577742,0.00024394615,0.0015667033,0.00042156308,0.000109935274,0.0000061751794,0.000054132262,0.00024561354,0.00003917769],"category_scores_gemma":[0.0002928058,0.00017817151,0.00007899674,0.0010001974,0.000057982532,0.00004078831,0.000042666907,0.0004136449,8.801276e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046942365,0.000037135287,0.000021144775,0.32223842,0.0000070512183,0.0000010500396,0.000015802341,2.4037387e-8,1.968709e-7,0.000023437366,0.000041204465,0.6775676],"study_design_scores_gemma":[0.00020871242,0.0001222919,0.0020395985,0.45635238,0.00011714243,0.000008078251,0.00004042955,6.517026e-7,3.8177467e-7,0.000009449931,0.5410178,0.000083099556],"about_ca_topic_score_codex":0.0000094718725,"about_ca_topic_score_gemma":0.000005652304,"teacher_disagreement_score":0.6774845,"about_ca_system_score_codex":0.00013473847,"about_ca_system_score_gemma":0.00077542855,"threshold_uncertainty_score":0.7265623},"labels":[],"label_agreement":null},{"id":"W4408390006","doi":"10.2196/59570","title":"The Role of Environmental Factors in Technology-Assisted Physical Activity Intervention Studies Among Older Adults: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Westfälische Wilhelms-Universität Münster; Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Psychological intervention; Socioeconomic status; Moderation; Facilitator; Gerontology; Intervention (counseling); Medicine; Environmental health; Psychology; Population","score_opus":0.03998226158545409,"score_gpt":0.41626450970114526,"score_spread":0.37628224811569116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408390006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95650333,0.038665175,0.0000033488213,0.003111026,0.00004764607,0.0015577446,0.000008779986,0.000029300088,0.00007367587],"genre_scores_gemma":[0.96565294,0.033966884,0.0000089505065,0.00018134125,0.000025349556,0.00012972407,0.000005958885,0.000006889481,0.000021986993],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99870497,0.00013866452,0.00037402706,0.00027768136,0.00016475686,0.00033988772],"domain_scores_gemma":[0.9991495,0.00023239122,0.00025432554,0.00021918483,0.000022962931,0.00012164875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032188828,0.00014791155,0.0007020792,0.00012549439,0.0002091434,0.0000040074046,0.00006584843,0.00008073273,0.000002040614],"category_scores_gemma":[0.00009266892,0.000099005876,0.00008331216,0.0003528509,0.00028295512,0.000093273025,0.000076380864,0.00045949715,7.986898e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049234706,0.0042777,0.18675928,0.080460966,0.00006621542,0.0000019480883,0.0012768669,7.464981e-8,0.00026982217,0.00069721165,0.00006696368,0.7256306],"study_design_scores_gemma":[0.0011790987,0.0004981351,0.9382924,0.05657438,0.0000707431,0.0000015473232,0.0020736796,0.0000740274,0.0006209023,0.0004935167,0.00004719953,0.00007439239],"about_ca_topic_score_codex":0.00012241009,"about_ca_topic_score_gemma":0.00024000678,"teacher_disagreement_score":0.7515331,"about_ca_system_score_codex":0.00022086289,"about_ca_system_score_gemma":0.00017873735,"threshold_uncertainty_score":0.40373424},"labels":[],"label_agreement":null},{"id":"W4408392602","doi":"10.2196/54820","title":"Objectively and Subjectively Measured Physical Activity and Their Associations With Cardiometabolic Risk in the UK Biobank: Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Biobank; Preprint; Medicine; Cohort study; Cohort; Retrospective cohort study; Physical activity; Gerontology; Demography; Physical therapy; Internal medicine; Bioinformatics; Computer science","score_opus":0.038965269631511264,"score_gpt":0.3649666846803874,"score_spread":0.32600141504887614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408392602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99273646,0.000381529,0.00005301539,0.0024828492,0.000043122414,0.003215337,0.0001274954,0.000046873563,0.0009133243],"genre_scores_gemma":[0.99834883,0.0006830164,0.000020891515,0.0004749822,0.0001461919,0.00028260218,0.000005891799,0.000015895761,0.000021681175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731904,0.0008286162,0.00023285182,0.00068294036,0.0003875442,0.00054898445],"domain_scores_gemma":[0.99847686,0.0005492093,0.00022848173,0.00030325973,0.00015009285,0.00029209408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015411,0.00029847387,0.0011475255,0.00026298268,0.00071563927,0.00004848974,0.000070672584,0.0001083637,6.87203e-7],"category_scores_gemma":[0.00018951327,0.00018393574,0.000053436655,0.0011159503,0.00023769506,0.00015073738,0.00005355041,0.0010923012,5.824544e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007762938,0.0022031174,0.9784245,0.00022415046,0.00016005263,0.0000035591522,0.008833286,3.1443284e-7,0.000038397386,0.0007563515,0.000040530504,0.008539459],"study_design_scores_gemma":[0.0028713848,0.0019417916,0.9902984,0.000055030425,0.0002785445,0.0000113515325,0.0028332572,0.00012402234,0.000020361524,0.0013916137,0.00002985148,0.00014441356],"about_ca_topic_score_codex":0.007193769,"about_ca_topic_score_gemma":0.0037197978,"teacher_disagreement_score":0.01187389,"about_ca_system_score_codex":0.00040435666,"about_ca_system_score_gemma":0.00076172873,"threshold_uncertainty_score":0.9994174},"labels":[],"label_agreement":null},{"id":"W4408524619","doi":"10.2196/63527","title":"SEARCH Study: Text Messages and Automated Phone Reminders for HPV Vaccination in Uganda: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Preprint; Randomized controlled trial; mHealth; Phone; Medicine; Mobile phone; Vaccination; Multimedia; Computer science; World Wide Web; Psychological intervention; Virology; Nursing; Telecommunications; Internal medicine","score_opus":0.05343195373395549,"score_gpt":0.4630766292335053,"score_spread":0.4096446754995498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408524619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533596,0.003926269,0.00009743915,0.0125687085,0.00022454624,0.025474109,0.000008742125,0.00011587703,0.0042246943],"genre_scores_gemma":[0.9940093,0.0017963457,0.000062784646,0.00082744966,0.0001328375,0.002364588,0.000019407213,0.000015324349,0.00077192934],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973165,0.00056078396,0.00079687225,0.0004240315,0.00036578902,0.00053601724],"domain_scores_gemma":[0.9976031,0.0015539601,0.00010913575,0.00017476924,0.00020901418,0.00034998043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048222863,0.00017621607,0.0016536968,0.00051850936,0.00022671066,0.000042378128,0.000058048372,0.00014555886,0.00019526036],"category_scores_gemma":[0.00071237545,0.00012741263,0.000095120624,0.00042464823,0.00007308954,0.00005647094,0.000041293173,0.00038927526,0.0000012926706],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.927743,0.00059983245,0.0027679938,0.0020212336,0.000080969476,0.000003980651,0.0012058313,9.729781e-7,0.000002540749,0.00028261743,0.0012439376,0.06404708],"study_design_scores_gemma":[0.81621957,0.0012020471,0.17408325,0.000030576477,0.00014572074,0.0000017636074,0.0011651439,0.006786379,0.0000073984816,0.00020452014,0.00007984426,0.000073772324],"about_ca_topic_score_codex":0.00069700956,"about_ca_topic_score_gemma":0.00047597595,"teacher_disagreement_score":0.17131525,"about_ca_system_score_codex":0.00022758389,"about_ca_system_score_gemma":0.0011860579,"threshold_uncertainty_score":0.5195736},"labels":[],"label_agreement":null},{"id":"W4408554866","doi":"10.2196/68665","title":"Assessment of an App-Based Sleep Program to Improve Sleep Outcomes in a Clinical Insomnia Population: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Insomnia; Randomized controlled trial; Preprint; Sleep (system call); Population; Medicine; mHealth; Physical therapy; Sleep diary; Actigraphy; Psychology; Psychiatry; Psychological intervention; Computer science; World Wide Web; Internal medicine; Environmental health","score_opus":0.029789170040736137,"score_gpt":0.4696240488096472,"score_spread":0.4398348787689111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408554866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96993476,0.00044204784,0.00044674447,0.004399436,0.002875937,0.019099979,0.000012255879,0.00013177926,0.0026570824],"genre_scores_gemma":[0.9901417,0.000051939347,0.001358196,0.003248426,0.0001092913,0.0047951555,0.000050731192,0.000022630129,0.00022192925],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99363405,0.002144944,0.0026415307,0.0006718965,0.00028205648,0.0006255449],"domain_scores_gemma":[0.9968629,0.0013836535,0.00068459864,0.0005123001,0.00009076842,0.00046581033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004463296,0.00029728617,0.0026024263,0.0005780781,0.0001282962,0.00002694703,0.00018648016,0.00047601198,0.00006528535],"category_scores_gemma":[0.00036052451,0.0002171497,0.00036325736,0.0005420617,0.00013480711,0.000058081598,0.000031994692,0.00060671684,0.0000049731725],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.79489404,0.00640966,0.059855737,0.00024475783,0.00037693031,0.000004696591,0.0003498374,0.00005264052,4.3191278e-7,0.005790927,0.00012345551,0.1318969],"study_design_scores_gemma":[0.7807188,0.0023450516,0.20917512,0.00003658249,0.00027633016,3.3196196e-7,0.0001881571,0.0065799574,1.1740456e-7,0.00036143404,0.00017140241,0.00014671055],"about_ca_topic_score_codex":0.0012099183,"about_ca_topic_score_gemma":0.0003112697,"teacher_disagreement_score":0.14931938,"about_ca_system_score_codex":0.000094579664,"about_ca_system_score_gemma":0.00046832013,"threshold_uncertainty_score":0.8855108},"labels":[],"label_agreement":null},{"id":"W4408688508","doi":"10.2196/55379","title":"Proximal Effects of a Just-in-Time Adaptive Intervention for Smoking Cessation With Wearable Sensors: Microrandomized Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Biomedical Imaging and Bioengineering; National Cancer Institute","keywords":"Smoking cessation; Wearable computer; mHealth; Intervention (counseling); Randomized controlled trial; Physical therapy; Medicine; Physical medicine and rehabilitation; Psychology; Psychological intervention; Computer science; Psychiatry; Embedded system; Internal medicine","score_opus":0.03889697176024833,"score_gpt":0.4095933479467158,"score_spread":0.3706963761864675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408688508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98774093,0.0013236004,0.001384679,0.0007661221,0.00078598975,0.006776206,0.000043333825,0.000047881764,0.0011312611],"genre_scores_gemma":[0.99600846,0.000021562848,0.00058942515,0.00021658964,0.00006419534,0.0018588826,0.000024474799,0.000020879852,0.0011955247],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9976247,0.00039942111,0.00089943374,0.00041306802,0.00015465941,0.00050870486],"domain_scores_gemma":[0.998522,0.00056800945,0.00048335546,0.00019018477,0.00008915038,0.00014731892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010845623,0.00018389018,0.0005762787,0.0003779853,0.00012294478,0.00002659679,0.00010353049,0.00014203593,0.000022667244],"category_scores_gemma":[0.00007488395,0.00016444216,0.00011775825,0.0003576726,0.00008105608,0.00014956712,0.00002827515,0.00020950462,0.0000053251388],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.80927175,0.0066558495,0.0027583113,0.024819974,0.00027427293,0.000011970305,0.0036998224,0.0000054862708,0.000059558522,0.012612468,0.001832431,0.13799809],"study_design_scores_gemma":[0.8970076,0.029179912,0.045710724,0.014048747,0.0004822727,0.000020688458,0.0022150509,0.000820941,0.0013261265,0.007941474,0.00068225054,0.00056424097],"about_ca_topic_score_codex":0.00047852672,"about_ca_topic_score_gemma":0.000101499914,"teacher_disagreement_score":0.13743386,"about_ca_system_score_codex":0.00021074137,"about_ca_system_score_gemma":0.00018593228,"threshold_uncertainty_score":0.6705756},"labels":[],"label_agreement":null},{"id":"W4408712597","doi":"10.2196/70473","title":"Effectiveness and Implementation Outcomes of an mHealth App Aimed at Promoting Physical Activity and Improving Psychological Distress in the Workplace Setting: Cluster-Level Nonrandomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Randomized controlled trial; Cluster (spacecraft); Psychology; Distress; Psychological distress; Clinical psychology; Psychological intervention; Applied psychology; Physical therapy; Medicine; Mental health; Computer science; Psychotherapist; Psychiatry","score_opus":0.04748600267501487,"score_gpt":0.4805742608354652,"score_spread":0.4330882581604503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408712597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98667186,0.00021464608,0.00011624735,0.0030590594,0.0004623549,0.009158593,0.00011450498,0.000040869512,0.00016185101],"genre_scores_gemma":[0.99740535,0.000015062794,0.000085817315,0.0004163789,0.00006119032,0.0019095072,0.00003374914,0.000016884618,0.000056079247],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946976,0.0028247724,0.00088464736,0.0006906975,0.00023777939,0.0006645292],"domain_scores_gemma":[0.9960321,0.0026951386,0.00064665533,0.00030802155,0.0000407345,0.00027735013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038024052,0.0002936263,0.0010713633,0.000180972,0.00040226307,0.000058354613,0.00015300719,0.00015056808,0.0000062861423],"category_scores_gemma":[0.0001611088,0.00020503034,0.00010087865,0.00026502868,0.00018960606,0.00019010568,0.00011388364,0.00043038648,8.7236066e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.40281898,0.007205477,0.027623424,0.005717307,0.00009956573,0.0000071441964,0.008676629,5.5167936e-7,0.00007573705,0.002081852,0.000066541346,0.5456268],"study_design_scores_gemma":[0.26492992,0.002939906,0.7297599,0.00016653314,0.00007967547,0.000013001942,0.000992995,0.00039648087,0.000022777755,0.0005628729,0.000005414968,0.00013053206],"about_ca_topic_score_codex":0.0008182099,"about_ca_topic_score_gemma":0.0006348408,"teacher_disagreement_score":0.70213646,"about_ca_system_score_codex":0.00017919688,"about_ca_system_score_gemma":0.00009478547,"threshold_uncertainty_score":0.8360895},"labels":[],"label_agreement":null},{"id":"W4408785648","doi":"10.2196/56296","title":"Application of Behavior Change Techniques and Rated Quality of Smoking Cessation Apps in China: Content Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Medicine; Behavior change methods; Behaviour change; Rating scale; Behavior change; Psychology; Applied psychology; Psychological intervention; Social psychology; Psychiatry; Developmental psychology","score_opus":0.1373724118879675,"score_gpt":0.45210820662920936,"score_spread":0.31473579474124186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408785648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99712723,0.00044517475,0.00055207935,0.0004926732,0.000021938786,0.0012360824,0.00001764057,0.000029417373,0.000077771336],"genre_scores_gemma":[0.9985486,0.00060712604,0.00009482322,0.00010573571,0.00001783061,0.00049225905,0.00011797864,0.0000050305994,0.000010603049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987807,0.00009759914,0.0006010438,0.00021289782,0.00017009428,0.00013761505],"domain_scores_gemma":[0.99924743,0.00003605913,0.00035991144,0.00017279436,0.00010993652,0.00007388431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083659496,0.00008905276,0.00043277544,0.00052493066,0.000048185197,0.0000041613484,0.000029330999,0.00011984536,0.000003154304],"category_scores_gemma":[0.000019448196,0.000081704966,0.00003547802,0.0008543067,0.000057828023,0.000061029627,0.000015300182,0.00013749373,1.5663828e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001320263,0.00018993054,0.8949385,0.0011735077,0.000015249871,3.4680644e-7,0.0006174319,1.3174183e-7,0.00062120886,0.00060217426,0.00000225638,0.10170721],"study_design_scores_gemma":[0.0008990496,0.00013392801,0.9964065,0.00012691997,0.00041091564,0.0000011055266,0.00036610523,0.000109530825,0.0014302323,0.000045923745,0.000021431433,0.000048374404],"about_ca_topic_score_codex":0.006421534,"about_ca_topic_score_gemma":0.00027194302,"teacher_disagreement_score":0.101658836,"about_ca_system_score_codex":0.00009422299,"about_ca_system_score_gemma":0.00008616435,"threshold_uncertainty_score":0.97074807},"labels":[],"label_agreement":null},{"id":"W4408814927","doi":"10.2196/56466","title":"Review and Comparative Evaluation of Mobile Apps for Cardiovascular Risk Estimation: Usability Evaluation Using mHealth App Usability Questionnaire","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Preprint; mHealth; Computer science; Mobile apps; Telemedicine; World Wide Web; Medicine; Human–computer interaction; Health care; Psychological intervention; Nursing","score_opus":0.32343303309578775,"score_gpt":0.5855486982302838,"score_spread":0.262115665134496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408814927","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004752697,0.9041659,0.0022023532,0.00025054318,0.00064298615,0.09045263,0.0014388908,0.00013722705,0.0002341692],"genre_scores_gemma":[0.0011145347,0.89003986,0.0032922789,0.00064491614,0.00029798583,0.10334647,0.0011709566,0.00006346701,0.000029540364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97376555,0.014866214,0.006095193,0.0021715248,0.0015166079,0.0015849293],"domain_scores_gemma":[0.98382133,0.003876144,0.0050674938,0.0021370447,0.003649986,0.0014479728],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.04745021,0.0010518203,0.0066171987,0.0005816493,0.0031432782,0.000021147342,0.0003894192,0.0012049276,0.000121752244],"category_scores_gemma":[0.0038693424,0.00094890484,0.00084203464,0.0015799908,0.00047980028,0.00027863015,0.00020203037,0.0020074921,0.00001877373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003464227,0.00014025618,0.0001878477,0.44342497,0.00010714452,2.2629951e-8,0.00026587502,0.00005816474,4.453965e-9,0.00040636092,0.0013131062,0.5540616],"study_design_scores_gemma":[0.004015564,0.00061662623,0.0022096243,0.12850943,0.038957454,0.00001593403,0.00053849485,0.015133987,5.6225957e-8,0.0032239046,0.805799,0.0009798913],"about_ca_topic_score_codex":0.0017140751,"about_ca_topic_score_gemma":0.00039301132,"teacher_disagreement_score":0.8044859,"about_ca_system_score_codex":0.0034938925,"about_ca_system_score_gemma":0.03122673,"threshold_uncertainty_score":0.9992961},"labels":[],"label_agreement":null},{"id":"W4408818453","doi":"10.2196/56678","title":"Behavioral Markers in Older Adults During COVID-19 Confinement: Secondary Analysis of In-Home Sensor Data","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institute of Nursing Research","keywords":"Preprint; Computer science; mHealth; Psychology; Gerontology; Data science; Medicine; World Wide Web; Psychological intervention","score_opus":0.08047466936421807,"score_gpt":0.47140233356102873,"score_spread":0.3909276641968107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408818453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917861,0.0021151889,0.000018619054,0.002809599,0.00037162835,0.0012748998,0.00070386584,0.00003932764,0.00088075676],"genre_scores_gemma":[0.9928594,0.00075473794,0.000062729894,0.005202591,0.000029826975,0.000112808644,0.0005073521,0.000016037557,0.0004545117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652284,0.00037119503,0.0011391911,0.00091496034,0.00021207833,0.0008397471],"domain_scores_gemma":[0.99785465,0.00026314284,0.00030568813,0.000932641,0.000028887285,0.00061500137],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011797276,0.00024223267,0.00079055247,0.0017096382,0.00016148438,0.000011735584,0.0003233498,0.00019486928,0.00089636457],"category_scores_gemma":[0.000030656607,0.00025529467,0.00006534106,0.0018689567,0.0001170543,0.000099744015,0.0001904377,0.00048681477,0.0000054848815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029957986,0.001183446,0.947254,0.007607745,0.00009647507,0.000071512084,0.008289286,0.0000072199273,0.000006882477,0.0005010293,0.0014477519,0.030538864],"study_design_scores_gemma":[0.0066314084,0.00018576517,0.98371786,0.0001567592,0.00017048651,0.0000038909343,0.0058855508,0.00023294795,0.0000016261505,0.000021790362,0.0028226776,0.00016922464],"about_ca_topic_score_codex":0.046769712,"about_ca_topic_score_gemma":0.038525805,"teacher_disagreement_score":0.036463883,"about_ca_system_score_codex":0.0007083613,"about_ca_system_score_gemma":0.002090635,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W4408830675","doi":"10.2196/65747","title":"Participant Evaluation of Blockchain-Enhanced Women’s Health Research Apps: Mixed Methods Experimental Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Digital health; Informed consent; Research design; Internet privacy; Affect (linguistics); Psychology; Research ethics; Applied psychology; Anonymity; Think aloud protocol; Computer science; Medical education; Medicine; Psychological intervention; Usability; Health care; Human–computer interaction; Computer security; Alternative medicine","score_opus":0.438462142782383,"score_gpt":0.6604316175058061,"score_spread":0.22196947472342315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408830675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95704937,0.009819687,0.0007752685,0.0061661648,0.0013220217,0.022228254,0.000046845158,0.00016151436,0.0024308455],"genre_scores_gemma":[0.92480725,0.0010827406,0.0017160833,0.003702365,0.0002736107,0.06776141,0.000029315495,0.000050624163,0.0005765776],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9701183,0.01950582,0.003718054,0.0013744502,0.0017047672,0.003578599],"domain_scores_gemma":[0.99110335,0.0026039558,0.0012363782,0.0013331948,0.001558045,0.002165051],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.059032712,0.0004334611,0.0014657652,0.0010812806,0.003890891,0.000018185821,0.00043471844,0.0003754322,0.0003479102],"category_scores_gemma":[0.0011969197,0.00040543143,0.000078373334,0.0021342915,0.00032590743,0.00008993802,0.0003373551,0.0019357458,0.00005521895],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002365481,0.010283325,0.013115466,0.018428126,0.00017248144,0.0000013782155,0.16686295,0.000065404056,0.00069819763,0.02843159,0.040299032,0.71927655],"study_design_scores_gemma":[0.022450533,0.008979417,0.25352716,0.0017722138,0.00027101955,0.0000032610076,0.6325536,0.005106654,0.00048350918,0.009869839,0.06415017,0.000832623],"about_ca_topic_score_codex":0.002325323,"about_ca_topic_score_gemma":0.0008904891,"teacher_disagreement_score":0.71844393,"about_ca_system_score_codex":0.0029452755,"about_ca_system_score_gemma":0.015976483,"threshold_uncertainty_score":0.9998398},"labels":[],"label_agreement":null},{"id":"W4408848797","doi":"10.2196/60855","title":"The Effect of a Mobile App (eMOM) on Self-Discovery and Psychological Factors in Persons With Gestational Diabetes: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Gestational diabetes; Self-management; Psychology; Mobile apps; mHealth; Medicine; Clinical psychology; Gerontology; Psychological intervention; Computer science; Pregnancy; Psychiatry; World Wide Web; Gestation; Biology; Artificial intelligence","score_opus":0.03670733619130241,"score_gpt":0.45361452542245256,"score_spread":0.41690718923115017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408848797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957466,0.00056334445,0.000035665824,0.00081434957,0.00004384954,0.002415354,0.000014204828,0.000022139162,0.00034450958],"genre_scores_gemma":[0.99801373,0.00028950017,0.0006105929,0.0002898108,0.000011444608,0.00056099665,0.000018477354,0.000007350391,0.00019806258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981628,0.0006161789,0.00026463578,0.0003033832,0.00028347553,0.00036954033],"domain_scores_gemma":[0.9977109,0.0018135302,0.00007797823,0.00016429347,0.000036807472,0.0001965249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013997789,0.00013951439,0.00033639057,0.00020482676,0.00016800231,0.000023800036,0.000057149566,0.00004298117,0.0000028909174],"category_scores_gemma":[0.00014485476,0.00007440196,0.000025043057,0.00031068496,0.00010940333,0.00004652818,0.000035862224,0.00026650488,3.9705552e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015459561,0.0012100752,0.9409671,0.0028673997,0.000103746665,0.0000061551054,0.001438709,0.000013713203,0.000027584098,0.0007962447,0.0009655348,0.05005779],"study_design_scores_gemma":[0.0028851195,0.013305164,0.9806344,0.000106246465,0.000050421346,5.560236e-7,0.0021864448,0.00020833504,0.000030974476,0.00007849542,0.00045998982,0.000053884796],"about_ca_topic_score_codex":0.00006271245,"about_ca_topic_score_gemma":0.00005762329,"teacher_disagreement_score":0.050003905,"about_ca_system_score_codex":0.0000770089,"about_ca_system_score_gemma":0.0001486747,"threshold_uncertainty_score":0.30340242},"labels":[],"label_agreement":null},{"id":"W4408859548","doi":"10.2196/53586","title":"Efficacy, Safety, and Cost-Effectiveness of “Internet + Pharmacy Care” Via the Alfalfa App in Warfarin Therapy Management After Cardiac Valve Replacement: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Pharmacy; The Internet; Warfarin; Physical therapy; Surgery; Nursing; Internal medicine; World Wide Web; Computer science","score_opus":0.04276418308092909,"score_gpt":0.4066264392969767,"score_spread":0.3638622562160476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408859548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92211074,0.017419275,0.0006647041,0.0041903523,0.0010342884,0.050090846,0.000012791221,0.000056781042,0.0044202325],"genre_scores_gemma":[0.983065,0.014114662,0.000044551416,0.0007723009,0.00017400707,0.0009184394,0.000040949628,0.000016736542,0.0008533596],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99656564,0.0013631659,0.0010281637,0.00039958613,0.0002885245,0.00035489653],"domain_scores_gemma":[0.9977508,0.0014393056,0.00030969517,0.00029419153,0.00006553457,0.00014044698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003797322,0.00025843867,0.0018580839,0.0002979197,0.00009900955,0.0000246133,0.00007851128,0.00006882781,0.000030060068],"category_scores_gemma":[0.000070269925,0.00015906058,0.00036401625,0.0002754499,0.00013719432,0.000050754123,0.0000954776,0.00019828301,0.0000017623331],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9406109,0.00006223971,0.019555535,0.0020097252,0.00058842974,0.0000023257808,0.0008087125,0.000005317614,0.0000029563187,0.0015591277,0.00011284013,0.034681905],"study_design_scores_gemma":[0.8706513,0.00034962845,0.1140178,0.00025045438,0.00058634504,6.753874e-7,0.00021360155,0.00029941322,0.0000149407,0.00011479767,0.013393934,0.000107127395],"about_ca_topic_score_codex":0.00040591633,"about_ca_topic_score_gemma":0.000016069856,"teacher_disagreement_score":0.09446227,"about_ca_system_score_codex":0.00014570203,"about_ca_system_score_gemma":0.00012885254,"threshold_uncertainty_score":0.64863026},"labels":[],"label_agreement":null},{"id":"W4409064222","doi":"10.2196/64098","title":"Digital Health Resilience and Well-Being Interventions for Military Members, Veterans, and Public Safety Personnel: Environmental Scan and Quality Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; mHealth; Mental health; Scale (ratio); Public health; Medicine; Psychology; Applied psychology; Internet privacy; Nursing; Psychiatry; Computer science","score_opus":0.11028083026437706,"score_gpt":0.48302695063352696,"score_spread":0.3727461203691499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409064222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00060823007,0.98329335,0.00007159341,0.0043088025,0.00059403497,0.0062833684,0.0032965213,0.00008808667,0.0014560218],"genre_scores_gemma":[0.0029831321,0.9901354,0.00023464901,0.0022487189,0.00010717595,0.0011534845,0.0011895292,0.000073285155,0.00187464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99292344,0.0010262524,0.002856548,0.001608667,0.00029151895,0.0012935499],"domain_scores_gemma":[0.9958111,0.000991101,0.000967427,0.0006306574,0.00003190051,0.0015677953],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023017249,0.0007619761,0.002761276,0.00044457093,0.0011842111,0.00013638049,0.00026803528,0.00033355056,0.000077195604],"category_scores_gemma":[0.00015794658,0.0007226697,0.00049163925,0.00032865326,0.0005477858,0.00048076533,0.00032130108,0.0007498693,0.000011255666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004810531,0.00024109524,0.00015856573,0.3561151,0.00005682356,0.0000017615232,0.00044514792,2.4065356e-9,1.6105801e-9,0.0021808366,0.0015946293,0.63915795],"study_design_scores_gemma":[0.0013610071,0.0017715358,0.0027404088,0.14548863,0.00043971575,0.00025961627,0.001926052,0.0000035198993,5.6378577e-9,0.00028458206,0.84505546,0.000669455],"about_ca_topic_score_codex":0.000682387,"about_ca_topic_score_gemma":0.0005397445,"teacher_disagreement_score":0.84346086,"about_ca_system_score_codex":0.00055448076,"about_ca_system_score_gemma":0.0005609157,"threshold_uncertainty_score":0.99952245},"labels":[],"label_agreement":null},{"id":"W4409148109","doi":"10.2196/68242","title":"Innovating Care for Postmenopausal Women Using a Digital Approach for Pelvic Floor Dysfunctions: Prospective Longitudinal Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Pelvic floor disorders treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Physical therapy; Pelvic floor; Pelvic floor dysfunction; Prospective cohort study; Pelvic Floor Muscle; Pelvic pain; Fecal incontinence; Urinary incontinence; Nursing; Surgery","score_opus":0.03916007817490267,"score_gpt":0.3767951918624971,"score_spread":0.3376351136875944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409148109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97896886,0.00113138,0.003626416,0.00023148095,0.00018706717,0.014647522,0.00018753628,0.0001154979,0.0009042694],"genre_scores_gemma":[0.9868393,0.000015905025,0.006526218,0.00045593674,0.00015533796,0.0052655954,0.00032842267,0.000045703237,0.00036758505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753755,0.00003319804,0.00057161506,0.00080025266,0.00024271572,0.0008146865],"domain_scores_gemma":[0.9986652,0.00008655359,0.00019675621,0.0003143596,0.00044521398,0.00029191407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003668237,0.00031558666,0.0007083632,0.00033750094,0.0007299231,0.00006943028,0.000060450435,0.00011427983,0.0000040114023],"category_scores_gemma":[0.00015996747,0.000281542,0.00005560561,0.0006344422,0.00007098396,0.00017236396,0.00005291331,0.00022002931,0.0000011359416],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002944668,0.0022493624,0.96388537,0.0057319826,0.0003808551,0.000004781076,0.004778854,0.0000059112454,0.000008507376,0.00028690798,0.0001759727,0.019546801],"study_design_scores_gemma":[0.01679111,0.00771951,0.95358676,0.0001549168,0.00054368115,0.000038102487,0.017990375,0.0023209723,0.0000039594106,0.00038970262,0.00019980343,0.0002610875],"about_ca_topic_score_codex":0.00017221432,"about_ca_topic_score_gemma":0.000027942262,"teacher_disagreement_score":0.019285714,"about_ca_system_score_codex":0.0013457213,"about_ca_system_score_gemma":0.001345441,"threshold_uncertainty_score":0.9999637},"labels":[],"label_agreement":null},{"id":"W4409167094","doi":"10.2196/58597","title":"Artificial Intelligence–Based Mobile Phone Apps for Child Mental Health: Comprehensive Review and Content Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mobile phone; Mental health; mHealth; Computer science; Psychology; Phone; Multimedia; Data science; World Wide Web; Telecommunications; Psychiatry; Psychological intervention","score_opus":0.2643201117351333,"score_gpt":0.5272842557843502,"score_spread":0.2629641440492169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409167094","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000116381725,0.9725957,0.00046772786,0.005749969,0.0013417735,0.014262682,0.0051291985,0.00011035874,0.00033096064],"genre_scores_gemma":[0.00013925202,0.9785175,0.00034788094,0.009696188,0.00013561638,0.0072909244,0.0032492978,0.00006990537,0.00055343285],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99272937,0.000800736,0.0034384932,0.0014351318,0.00029352726,0.0013027209],"domain_scores_gemma":[0.9954926,0.000689044,0.0017280028,0.0007586422,0.00015388905,0.0011778601],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010776544,0.000828468,0.004772269,0.0009974905,0.00078777276,0.000072106624,0.00033108116,0.0003791932,0.00019953122],"category_scores_gemma":[0.000042331023,0.0007431621,0.0010106539,0.0015865961,0.00024371185,0.000084351246,0.00013262141,0.00076959317,0.00006901257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006569055,0.00052964705,0.0000018937154,0.29727378,0.00037247056,0.0000013756231,0.000100988385,1.003137e-7,1.0197668e-9,0.0020999538,0.0066579077,0.6928962],"study_design_scores_gemma":[0.0003326745,0.0017171311,0.000043349883,0.05236239,0.00396772,0.00003795659,0.00033475747,0.0000174049,9.2576755e-8,0.00019074089,0.94048846,0.00050730444],"about_ca_topic_score_codex":0.00041500825,"about_ca_topic_score_gemma":0.00022438169,"teacher_disagreement_score":0.93383056,"about_ca_system_score_codex":0.00057503086,"about_ca_system_score_gemma":0.0010637001,"threshold_uncertainty_score":0.99950194},"labels":[],"label_agreement":null},{"id":"W4409167920","doi":"10.2196/67858","title":"Integrating CEN ISO/TS 82304-2 in the Catalan Health App Assessment Framework: Comparative Case Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Commission","keywords":"Preprint; mHealth; Computer science; World Wide Web; Medicine; Nursing; Psychological intervention","score_opus":0.14701699778319174,"score_gpt":0.5743150300409966,"score_spread":0.4272980322578048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409167920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9040643,0.0044963416,0.0028829945,0.047043737,0.0012172875,0.031071266,0.00016479172,0.00035467467,0.008704628],"genre_scores_gemma":[0.9386271,0.0016821881,0.0021507237,0.037432794,0.00036197845,0.019259699,0.00010906124,0.000039248334,0.00033718767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98800546,0.004806911,0.0029320107,0.0011900016,0.0005872935,0.0024782985],"domain_scores_gemma":[0.9924276,0.0033319336,0.0014739406,0.0012973079,0.00024961028,0.0012196177],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006352294,0.0005786443,0.0013482933,0.0006238989,0.005340189,0.00006039314,0.0005611062,0.00040797843,0.000062815525],"category_scores_gemma":[0.00020380746,0.00043165096,0.00008155116,0.0019637689,0.00018092674,0.00018332987,0.00023029259,0.0044828756,0.000049964325],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003311297,0.0031398062,0.52290547,0.010061086,0.00004913053,0.00016868164,0.16459876,0.000011745327,8.5042626e-7,0.14755169,0.05615999,0.09502164],"study_design_scores_gemma":[0.004336957,0.0013833718,0.48409688,0.0011814204,0.000067951245,0.00015162803,0.4231337,0.0010978058,1.6583768e-7,0.0028421395,0.0812425,0.00046546146],"about_ca_topic_score_codex":0.03215539,"about_ca_topic_score_gemma":0.037324376,"teacher_disagreement_score":0.25853494,"about_ca_system_score_codex":0.0012939218,"about_ca_system_score_gemma":0.009628682,"threshold_uncertainty_score":0.99981356},"labels":[],"label_agreement":null},{"id":"W4409173530","doi":"10.2196/64458","title":"Effects of Integrating Wearable Activity Trackers With a Home-Based Multicomponent Exercise Intervention on Fall-Related Parameters and Physical Function in Older Adults: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activity tracker; Preprint; Randomized controlled trial; Wearable computer; Component (thermodynamics); Intervention (counseling); Physical activity; Physical therapy; Physical medicine and rehabilitation; mHealth; Medicine; Gerontology; Psychology; Psychological intervention; Computer science; Embedded system; World Wide Web","score_opus":0.012132871707177398,"score_gpt":0.34635872922669403,"score_spread":0.3342258575195166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409173530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98233545,0.00070101937,0.00068214926,0.00042346196,0.0005346801,0.015175712,0.000005137297,0.000064612395,0.00007775197],"genre_scores_gemma":[0.9957269,0.00047202295,0.0001208414,0.00022198733,0.000034129233,0.003302862,0.00002025332,0.000019503348,0.00008151854],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9952027,0.0025030316,0.0010663366,0.00047894806,0.00024161585,0.00050733215],"domain_scores_gemma":[0.996087,0.0025755954,0.00087580417,0.00017814164,0.000089620604,0.00019379436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001808772,0.00029136962,0.0017933773,0.00038822723,0.00030953652,0.000013061379,0.00006067263,0.00025494906,0.0000016762074],"category_scores_gemma":[0.00022167673,0.00020275998,0.00019858334,0.00035536857,0.00013596655,0.0001322539,0.000021439426,0.0008989312,0.0000018839887],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9592475,0.0032965809,0.0012271213,0.008256053,0.00007431027,0.0000014330557,0.0023864494,0.000005725478,0.00013255182,0.00023676318,0.000021777398,0.025113726],"study_design_scores_gemma":[0.85127354,0.0013712877,0.113182805,0.010621643,0.00029414782,1.6196132e-7,0.0010509301,0.021789422,0.000009569788,0.0002627811,0.0000016282925,0.00014205996],"about_ca_topic_score_codex":0.0014865856,"about_ca_topic_score_gemma":0.00033444655,"teacher_disagreement_score":0.11195568,"about_ca_system_score_codex":0.000196019,"about_ca_system_score_gemma":0.0003105523,"threshold_uncertainty_score":0.8268312},"labels":[],"label_agreement":null},{"id":"W4409225005","doi":"10.2196/70228","title":"The Impact of Technology-Enabled Medical Nutrition Therapy on Weight Loss in Adults With Overweight and Obesity: Retrospective Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Preprint; Overweight; Medicine; Obesity; Weight loss; Retrospective cohort study; Gerontology; Physical therapy; Internal medicine; Computer science","score_opus":0.042713737004434295,"score_gpt":0.446541720962029,"score_spread":0.40382798395759467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409225005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678041,0.0027888066,0.000019105146,0.018796308,0.00013471388,0.00964337,0.000052340274,0.000079568264,0.0006817077],"genre_scores_gemma":[0.9643603,0.024843194,0.0000736503,0.0017244939,0.00013374501,0.0086958725,0.00003050478,0.000021664191,0.00011659673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99599516,0.0006398122,0.001213437,0.000638879,0.0005218243,0.0009909021],"domain_scores_gemma":[0.9968848,0.0010820689,0.0005621901,0.00053400197,0.0003655462,0.00057139475],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002165957,0.00029156095,0.00067001826,0.0005142931,0.0017625163,0.000009087166,0.00023487964,0.00042564268,0.000043768843],"category_scores_gemma":[0.0002353356,0.00017858986,0.000040356354,0.001500507,0.00030085418,0.00009722788,0.00007748064,0.0015476317,0.00000455259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031179017,0.0014864113,0.9471166,0.0014042626,0.00002537013,0.0000038168614,0.0011533027,5.4007734e-7,7.665037e-7,0.027605074,0.0022150036,0.01587093],"study_design_scores_gemma":[0.008811744,0.0024286024,0.97654086,0.0011805728,0.000010601662,0.0000035646515,0.0013564636,0.0001675,0.0000014567529,0.005857726,0.0035233255,0.000117553864],"about_ca_topic_score_codex":0.0020210831,"about_ca_topic_score_gemma":0.002688235,"teacher_disagreement_score":0.029424269,"about_ca_system_score_codex":0.0006471349,"about_ca_system_score_gemma":0.0043506394,"threshold_uncertainty_score":0.99953705},"labels":[],"label_agreement":null},{"id":"W4409225730","doi":"10.2196/59228","title":"Efficacy of a Digital Postoperative Rehabilitation Intervention in Patients With Primary Liver Cancer: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Physical therapy; Randomized controlled trial; mHealth; Physical fitness; Quality of life (healthcare); Psychological intervention; Surgery; Nursing","score_opus":0.011509333817086229,"score_gpt":0.3349230655983587,"score_spread":0.3234137317812725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409225730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876151,0.0017341413,0.000037912236,0.0015769827,0.00024582367,0.008160712,0.000021781165,0.000015987442,0.000591549],"genre_scores_gemma":[0.99820614,0.00022417078,0.000033089524,0.0004666774,0.00003455399,0.00076580024,0.00007584986,0.000007837998,0.00018589005],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9984204,0.00027820107,0.0006844986,0.00022754355,0.00020815717,0.00018118849],"domain_scores_gemma":[0.99871826,0.00060161913,0.0002528936,0.00012215009,0.0001978181,0.000107236214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059762894,0.00012658308,0.0011416068,0.00022946254,0.0000419174,0.000012545773,0.000029081879,0.000068280766,0.000014617695],"category_scores_gemma":[0.0002429723,0.00008527567,0.00013788535,0.00025112118,0.00010901569,0.000100600446,0.000014623775,0.00016139123,3.7298105e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9265983,0.000825307,0.039852526,0.0013916646,0.000055111777,5.602085e-7,0.0023198735,9.895276e-7,3.4172083e-7,0.00022326075,0.0000735198,0.028658513],"study_design_scores_gemma":[0.7370079,0.002206633,0.2597199,0.0005637568,0.00012668296,1.5554878e-7,0.00020641091,0.000033236916,7.6965676e-7,0.000030095756,0.00005652764,0.000047887683],"about_ca_topic_score_codex":0.0010282731,"about_ca_topic_score_gemma":0.00058820454,"teacher_disagreement_score":0.21986738,"about_ca_system_score_codex":0.0002447017,"about_ca_system_score_gemma":0.0005954745,"threshold_uncertainty_score":0.34774408},"labels":[],"label_agreement":null},{"id":"W4409292096","doi":"10.2196/51707","title":"College Community–Based Physical Activity Support at a Public University During the COVID-19 Pandemic: Retrospective Longitudinal Analysis of Intra- Versus Interpersonal Components for Uptake and Outcome Association","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Alcohol Abuse and Alcoholism","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Gerontology; Medicine; Demography; Internal medicine; Sociology; Computer science; Disease; Infectious disease (medical specialty)","score_opus":0.19400731449730113,"score_gpt":0.43214636622085983,"score_spread":0.2381390517235587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409292096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98559815,0.000013333567,0.00024766583,0.0121939415,0.000072670024,0.00082664064,0.00090305024,0.000041777555,0.00010276508],"genre_scores_gemma":[0.9985969,0.000057219488,0.000036319958,0.0009496997,0.00004455284,0.000018479279,0.00011951999,0.0000073730325,0.00016995808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982752,0.00042722106,0.00026059247,0.000310279,0.00029028597,0.00043637888],"domain_scores_gemma":[0.9972053,0.001526474,0.00037598604,0.0002455376,0.00014320735,0.00050344976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010261987,0.00017226883,0.0008698402,0.00026314697,0.0011648076,0.000012512797,0.00010399022,0.00012735088,0.000008830027],"category_scores_gemma":[0.0003060997,0.0001443819,0.00017665984,0.0008353512,0.00021053098,0.000118199605,0.0001065416,0.00067519397,3.9059822e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008213715,0.0016743802,0.98351455,0.0025386855,0.0005695435,0.000002226517,0.0011634966,0.0000024610715,0.00012647409,0.001539883,0.00025629374,0.00039831034],"study_design_scores_gemma":[0.0058058416,0.0010176703,0.9873299,0.000022626093,0.0009938033,0.0000023628365,0.0005469397,0.0027407296,0.000010224894,0.00006528105,0.0013727008,0.00009194405],"about_ca_topic_score_codex":0.0012457898,"about_ca_topic_score_gemma":0.0034745438,"teacher_disagreement_score":0.012998722,"about_ca_system_score_codex":0.0032147642,"about_ca_system_score_gemma":0.00083075825,"threshold_uncertainty_score":0.8958876},"labels":[],"label_agreement":null},{"id":"W4409319857","doi":"10.2196/64853","title":"Assessing Social Interaction and Loneliness and Their Association With Frailty Among Older Adults With Subjective Cognitive Decline or Mild Cognitive Impairment: Ecological Momentary Assessment Approach","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Association (psychology); Cognition; Psychology; Preprint; Gerontology; Cognitive decline; Dementia; Ecology; Clinical psychology; Medicine; Psychiatry; Biology; Disease; Psychotherapist","score_opus":0.041304847923822365,"score_gpt":0.39212974286216445,"score_spread":0.35082489493834207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409319857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99013793,0.00022656455,0.0019639283,0.003634894,0.00009130154,0.0031808147,0.00009991243,0.00008904303,0.0005756248],"genre_scores_gemma":[0.99491686,0.00030529246,0.00073933677,0.0028530646,0.00018514639,0.00045760296,0.0003812357,0.000031310225,0.00013014808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974341,0.0003308344,0.00049828494,0.0007793205,0.00036074463,0.00059672596],"domain_scores_gemma":[0.9977273,0.0008734157,0.00048103154,0.0000930673,0.0004566973,0.00036849323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065411394,0.0003996513,0.00072853104,0.00022778762,0.0006275491,0.00012568315,0.00004131147,0.0002767149,0.000017961092],"category_scores_gemma":[0.00009454088,0.00025537514,0.000034415993,0.00042053463,0.00026642054,0.00046847592,0.000090686466,0.0008442786,4.2503433e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009366498,0.0016940963,0.9464443,0.0031091508,0.00031833848,0.000025360745,0.00857048,8.1498473e-7,0.000004159735,0.000019764473,0.00019173842,0.030255344],"study_design_scores_gemma":[0.014845464,0.0024192883,0.9352227,0.0017830215,0.00038635428,0.00007209957,0.04340594,0.0015537475,0.00003065395,0.000028916447,0.000011373488,0.00024043072],"about_ca_topic_score_codex":0.00044155,"about_ca_topic_score_gemma":0.00080952985,"teacher_disagreement_score":0.034835458,"about_ca_system_score_codex":0.00067774585,"about_ca_system_score_gemma":0.00077300007,"threshold_uncertainty_score":0.99998987},"labels":[],"label_agreement":null},{"id":"W4409352217","doi":"10.2196/60871","title":"Assessing the Efficacy of the INTELLECT Cognitive Behavioral Therapy Mobile App for Anxiety and Depressive Symptoms Among At-Risk Japanese Employees: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Anxiety; Preprint; Clinical psychology; Cognition; Psychology; Intellect; Cognitive behavioral therapy; Psychotherapist; Medicine; Psychiatry; Computer science; Internal medicine","score_opus":0.04572227036663168,"score_gpt":0.45568300712024246,"score_spread":0.4099607367536108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409352217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685278,0.004634629,0.00008914482,0.00034803664,0.0014348275,0.024022786,0.00012816253,0.000051120296,0.000763471],"genre_scores_gemma":[0.9875551,0.0003875511,0.000012528483,0.00047859372,0.00010712404,0.010458966,0.000022367385,0.000029760573,0.0009480211],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953432,0.0020371086,0.0013224164,0.00050853635,0.00020980742,0.00057890493],"domain_scores_gemma":[0.9910819,0.007075471,0.001105262,0.00036807515,0.00015607101,0.00021321872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021759386,0.00030050884,0.0012814009,0.0001300829,0.00090449647,0.00009390256,0.00022438391,0.00018846376,0.00003624219],"category_scores_gemma":[0.00048600484,0.00016438545,0.0004923119,0.0002808384,0.0008202844,0.00013609031,0.000109295346,0.00039972737,0.0000017480271],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8997657,0.0023998977,0.017772572,0.000464188,0.00039220575,5.58064e-7,0.010419412,0.0000010055925,0.0000020105604,0.0005101482,0.0005494371,0.06772292],"study_design_scores_gemma":[0.9262598,0.0023873758,0.06636965,0.00049747305,0.0005828657,0.000006962433,0.003044685,0.00009263337,0.000033319557,0.00043745985,0.00012249868,0.00016528496],"about_ca_topic_score_codex":0.00079907506,"about_ca_topic_score_gemma":0.00018749354,"teacher_disagreement_score":0.06755763,"about_ca_system_score_codex":0.0001116863,"about_ca_system_score_gemma":0.0003071423,"threshold_uncertainty_score":0.6956747},"labels":[],"label_agreement":null},{"id":"W4409413758","doi":"10.2196/58553","title":"Effectiveness of Telemedicine on Wound-Related and Patient-Reported Outcomes in Patients With Chronic Wounds: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Meta-analysis; Telemedicine; Medicine; Systematic review; Wound care; MEDLINE; Intensive care medicine; Physical therapy; Health care; Pathology; Computer science; World Wide Web","score_opus":0.055427974978412446,"score_gpt":0.4208539416032766,"score_spread":0.36542596662486415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409413758","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067855236,0.97422224,0.000003965594,0.0005158857,0.00004521299,0.018236939,0.00012993181,0.00003317126,0.000027111255],"genre_scores_gemma":[0.014044109,0.98223424,0.000035066165,0.0013013046,0.0000088392535,0.0015967331,0.00068426604,0.00004369129,0.000051751733],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99330395,0.0012017185,0.0033663677,0.00087376084,0.00066763296,0.00058657816],"domain_scores_gemma":[0.9947247,0.001392368,0.0024561274,0.00067703245,0.00022902364,0.0005207503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001954102,0.00073423894,0.013065182,0.0014537473,0.000118293705,0.000011317958,0.00008142886,0.0002758445,0.000035194775],"category_scores_gemma":[0.00035506467,0.00041447935,0.0003822818,0.0019165225,0.00013711484,0.000072915536,0.000052526568,0.0006999218,7.945286e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109545224,0.00025105415,0.009603912,0.95388263,0.02068012,0.000010382462,0.000090110836,5.9810944e-8,2.6082139e-9,0.000039666756,0.00003274959,0.015299789],"study_design_scores_gemma":[0.004563359,0.004863777,0.07936777,0.18606049,0.72362846,0.00003114078,0.000041993393,0.0000012044328,3.8682877e-8,0.000010897081,0.001110328,0.00032051365],"about_ca_topic_score_codex":0.0003837007,"about_ca_topic_score_gemma":0.00010840633,"teacher_disagreement_score":0.76782215,"about_ca_system_score_codex":0.00040210213,"about_ca_system_score_gemma":0.001196089,"threshold_uncertainty_score":0.9998307},"labels":[],"label_agreement":null},{"id":"W4409415184","doi":"10.2196/55433","title":"Exploring the Potential of a Digital Intervention to Enhance Couple Relationships (the Paired App): Mixed Methods Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Psychology; Scale (ratio); Quality (philosophy); Applied psychology; Intervention (counseling); mHealth; Qualitative property; Multimethodology; Social psychology; Medical education; Medicine; Statistics; Mathematics; Geography; Mathematics education","score_opus":0.23097819624989302,"score_gpt":0.5215318298809325,"score_spread":0.2905536336310395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409415184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528134,0.001219344,0.024382984,0.01401004,0.003150744,0.002215516,0.000052428957,0.00007167069,0.0020839043],"genre_scores_gemma":[0.9963033,0.000019519106,0.00058128656,0.00039857873,0.00007824768,0.001520916,0.000041288662,0.0000158691,0.0010409678],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99674284,0.0012030567,0.00096300896,0.0003754409,0.00029332403,0.0004223303],"domain_scores_gemma":[0.99825037,0.0005672778,0.0003486981,0.0004784378,0.00016537918,0.00018984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004329717,0.00015551907,0.0002456213,0.00020403678,0.000534568,0.00006872016,0.00023597323,0.0000654552,0.000045183067],"category_scores_gemma":[0.00035489304,0.000112993956,0.00012720042,0.0006900615,0.00011458653,0.00029564698,0.00010797732,0.00035505334,0.000047928766],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034854477,0.0004299722,0.00063036714,0.00058127916,0.000044158645,3.9325053e-7,0.0022788132,0.000020160374,0.000014309489,0.015402209,0.0027818878,0.9774679],"study_design_scores_gemma":[0.0016801975,0.0014554285,0.94728845,0.0008524185,0.00025761608,0.000018939043,0.015276401,0.0022333863,0.00031055117,0.022282125,0.00806518,0.00027928513],"about_ca_topic_score_codex":0.00028902545,"about_ca_topic_score_gemma":0.00017366215,"teacher_disagreement_score":0.97718865,"about_ca_system_score_codex":0.00019600095,"about_ca_system_score_gemma":0.00015854771,"threshold_uncertainty_score":0.46077597},"labels":[],"label_agreement":null},{"id":"W4409421754","doi":"10.2196/67151","title":"Clinical Impact of Personalized Physician’s Education and Remote Feedback Via a Digital Platform on Glycemic Control: Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glycemic; Preprint; Randomized controlled trial; Medicine; Diabetes mellitus; Control (management); mHealth; Digital health; Physical therapy; Medical education; Medical physics; Computer science; Health care; Nursing; Internal medicine; Psychological intervention; World Wide Web","score_opus":0.05686944790713937,"score_gpt":0.48790783860858206,"score_spread":0.4310383907014427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409421754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9339597,0.003745078,0.0012487905,0.005206972,0.0017617774,0.043220993,0.00017415981,0.00016519011,0.0105173085],"genre_scores_gemma":[0.97000486,0.006702213,0.00023223781,0.012297745,0.00091178075,0.00829556,0.0001122147,0.00004817425,0.0013951922],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.991775,0.0016909854,0.003983626,0.000858836,0.00041472676,0.0012768749],"domain_scores_gemma":[0.9877679,0.0074248523,0.0023119452,0.00064111035,0.00044783202,0.0014063928],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004567301,0.00052457675,0.0037562128,0.00048201578,0.001155001,0.00003005886,0.00021173952,0.0004809673,0.000057100377],"category_scores_gemma":[0.0012403358,0.00038416128,0.0005402368,0.00048713502,0.0005196544,0.00019691358,0.000064757885,0.0014395198,0.00003966738],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8677889,0.0010496447,0.0012358322,0.0021056875,0.00012891571,2.8239492e-7,0.00033007466,7.249576e-7,0.0000026055945,0.01032809,0.003767793,0.11326146],"study_design_scores_gemma":[0.9722071,0.003917082,0.009405082,0.00076074037,0.0003052156,0.0000026373004,0.0003309669,0.0013687449,1.4391404e-7,0.0066179144,0.0048416248,0.00024273146],"about_ca_topic_score_codex":0.0011270281,"about_ca_topic_score_gemma":0.00005247671,"teacher_disagreement_score":0.11301873,"about_ca_system_score_codex":0.0004936167,"about_ca_system_score_gemma":0.009856068,"threshold_uncertainty_score":0.999861},"labels":[],"label_agreement":null},{"id":"W4409424992","doi":"10.2196/72037","title":"Enhancing Self-Management Support Apps for Spinal Cord Injury: The Missing Role of Caregivers","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Spinal Cord Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Spinal cord injury; mHealth; Medicine; Self-management; Psychology; Physical medicine and rehabilitation; Spinal cord; Psychological intervention; Nursing; Computer science; Psychiatry; Artificial intelligence","score_opus":0.04786957289625394,"score_gpt":0.44734639449723546,"score_spread":0.3994768216009815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409424992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637864,0.0031937265,0.0010542219,0.016261034,0.00033665294,0.004666667,0.000034709505,0.00011614338,0.010550407],"genre_scores_gemma":[0.9935151,0.0009306553,0.0026650557,0.0018862627,0.000095910145,0.00016845367,0.000014274428,0.000017742868,0.0007065467],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982813,0.000065286644,0.00044037463,0.0003231353,0.0003199607,0.000569914],"domain_scores_gemma":[0.9989556,0.00008447889,0.00015108603,0.00034692738,0.00016829358,0.0002936312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089511764,0.00014766125,0.00036372873,0.00024918138,0.0003437658,0.000018223156,0.00014100267,0.00007333248,0.000019210782],"category_scores_gemma":[0.000047838806,0.000111258145,0.00007163037,0.00040238723,0.00009384014,0.000047356123,0.00008171942,0.00027662737,0.0000034227112],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05221961,0.0005003787,0.008003116,0.034211967,0.00023977982,0.000015458669,0.0011131666,3.5430912e-7,0.0022356347,0.018253034,0.021123685,0.8620838],"study_design_scores_gemma":[0.011614588,0.07552927,0.2007773,0.0036754638,0.001491936,0.00008326256,0.030168392,0.0011662254,0.011718717,0.0051285387,0.65791446,0.00073181797],"about_ca_topic_score_codex":0.0001624682,"about_ca_topic_score_gemma":0.00002035471,"teacher_disagreement_score":0.861352,"about_ca_system_score_codex":0.00022781172,"about_ca_system_score_gemma":0.0010141388,"threshold_uncertainty_score":0.45369753},"labels":[],"label_agreement":null},{"id":"W4409430666","doi":"10.2196/58142","title":"Feasibility and Effects of a Gait Assistance and Gait Resistance Training Program Using a Walking-Assist Wearable Robot for Community-Dwelling Older Adults: Single-Group, Pre-, and Posttest Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gait; Wearable computer; Physical medicine and rehabilitation; Preprint; Gait training; Test (biology); Psychology; Wearable technology; Physical therapy; Robot; Medicine; Computer science; Rehabilitation; Artificial intelligence","score_opus":0.03770180274095106,"score_gpt":0.3408199922130593,"score_spread":0.3031181894721082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409430666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782272,0.01357418,0.004237526,0.0001856044,0.000109638975,0.0035014597,0.000021237724,0.00010709132,0.000036056437],"genre_scores_gemma":[0.98122257,0.00046360894,0.017974572,0.0000899558,0.000018765617,0.00017767855,0.0000056211393,0.00003167151,0.000015578347],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99823993,0.00022613174,0.0005709183,0.0003689264,0.00013662473,0.00045748756],"domain_scores_gemma":[0.99836034,0.00085761474,0.00015928857,0.0002808447,0.00010692897,0.00023499224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009775441,0.00025252163,0.0005364992,0.0001367734,0.00063335226,0.00008836567,0.00007963746,0.000122032834,2.223337e-7],"category_scores_gemma":[0.00013276681,0.0002470152,0.00003134531,0.00025700772,0.00019080938,0.00011027449,0.000052029038,0.0003768023,2.0216623e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028539426,0.006277182,0.28277364,0.26851746,0.00029995095,0.000008885584,0.118501365,0.0020320213,0.0018844601,0.0026357833,0.000084855455,0.31413046],"study_design_scores_gemma":[0.005801018,0.0021083977,0.9328733,0.0050667734,0.00018306414,0.000007929394,0.006923044,0.045486834,0.00004824995,0.000938849,0.00013126357,0.00043124292],"about_ca_topic_score_codex":0.000089640555,"about_ca_topic_score_gemma":0.00048051996,"teacher_disagreement_score":0.6500997,"about_ca_system_score_codex":0.00011598397,"about_ca_system_score_gemma":0.00008508781,"threshold_uncertainty_score":0.9999982},"labels":[],"label_agreement":null},{"id":"W4409452332","doi":"10.2196/59992","title":"Digital Intervention in Children With Developmental Language Disorder: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Language Development and Disorders","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Intervention (counseling); Psychology; Developmental psychology; Computer science; World Wide Web; Psychiatry","score_opus":0.023894624074034167,"score_gpt":0.39380176384933396,"score_spread":0.3699071397752998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409452332","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022834323,0.9889505,0.0000132702535,0.000057083296,0.00012380026,0.0066635553,0.00010605849,0.0000857996,0.0037715782],"genre_scores_gemma":[0.00012688655,0.9924426,0.000048529208,0.00054743554,0.000031355434,0.00192985,0.001365268,0.00004969049,0.0034583637],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99659,0.00039847635,0.0014392483,0.00068924594,0.00023722152,0.0006458002],"domain_scores_gemma":[0.99859583,0.00013595741,0.00066189544,0.00035844778,0.000022847067,0.00022504276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005852969,0.00055994355,0.0025154098,0.0004787218,0.00010547841,0.00006481597,0.0002962619,0.00025298892,0.0001626249],"category_scores_gemma":[0.00007395482,0.00038818724,0.00018901646,0.0007703983,0.000050680806,0.00012237742,0.000097211414,0.00050880027,0.0001310788],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007777317,0.00012449997,0.0007374199,0.5900129,0.00009185764,0.00001252531,0.0004958626,1.3958453e-9,4.8263102e-11,0.000060403894,0.0005140359,0.4079427],"study_design_scores_gemma":[0.0014570572,0.00016861719,0.0017799396,0.95412946,0.001262856,0.00040940035,0.0016226701,1.3252509e-7,1.2435747e-9,0.000007001866,0.038440775,0.00072209653],"about_ca_topic_score_codex":0.00020847296,"about_ca_topic_score_gemma":0.0002598083,"teacher_disagreement_score":0.4072206,"about_ca_system_score_codex":0.00024025627,"about_ca_system_score_gemma":0.0006967772,"threshold_uncertainty_score":0.999857},"labels":[],"label_agreement":null},{"id":"W4409468315","doi":"10.2196/60227","title":"Community-Based Intelligent Blood Glucose Management for Older Adults With Type 2 Diabetes Based on the Health Belief Model: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Type 2 diabetes; Randomized controlled trial; Medicine; mHealth; Gerontology; Diabetes mellitus; Diabetes management; Psychology; Computer science; Nursing; Psychological intervention; Internal medicine; World Wide Web; Endocrinology","score_opus":0.02885586202849533,"score_gpt":0.3426474586656338,"score_spread":0.31379159663713846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409468315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.882245,0.0015364744,0.005334111,0.062416345,0.0006671905,0.045010637,0.000016627919,0.00017236333,0.0026012305],"genre_scores_gemma":[0.93629014,0.00055860536,0.001397146,0.054520708,0.00011117369,0.0059079677,0.00030042417,0.000036143847,0.0008777031],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969711,0.0008166942,0.00083158916,0.00036494868,0.00033896352,0.0006767618],"domain_scores_gemma":[0.9969916,0.0014484626,0.0004228433,0.00063790136,0.0001772558,0.0003219328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046887146,0.0003203348,0.0013580102,0.0003848346,0.00071344513,0.00005529163,0.00016669455,0.00008204184,0.000018252465],"category_scores_gemma":[0.00017380589,0.0001873269,0.00018982199,0.00040744094,0.00012625514,0.00003685329,0.000029880364,0.0004170281,0.000003022061],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9612059,0.0031964919,0.00014916387,0.008762927,0.00031202997,4.1651228e-7,0.0008545184,0.0002527531,2.3065755e-7,0.006253991,0.006791335,0.012220259],"study_design_scores_gemma":[0.88295597,0.004373784,0.0003354863,0.0015495565,0.0010227184,7.3501205e-8,0.0006688566,0.10733006,0.000017388698,0.00050184515,0.0010846582,0.00015960218],"about_ca_topic_score_codex":0.000056246965,"about_ca_topic_score_gemma":0.000023610046,"teacher_disagreement_score":0.10707731,"about_ca_system_score_codex":0.00015289379,"about_ca_system_score_gemma":0.00093743135,"threshold_uncertainty_score":0.763897},"labels":[],"label_agreement":null},{"id":"W4409490508","doi":"10.2196/75403","title":"Outcomes of Mobile Health Use in Sinonasal Surgery: A Retrospective Cohort Study (Preprint)","year":2025,"lang":"en","type":"preprint","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Retrospective cohort study; Medicine; Cohort; Cohort study; Surgery; Internal medicine; Computer science; World Wide Web","score_opus":0.09181451706072191,"score_gpt":0.4784291170918183,"score_spread":0.3866146000310964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409490508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.925309,0.0025716969,0.00010171274,0.002727658,0.002182091,0.0643558,0.0015693008,0.00035563277,0.00082711177],"genre_scores_gemma":[0.8800849,0.0123414425,0.00058968016,0.005404356,0.00026455484,0.09983436,0.00045879735,0.00010493079,0.0009170275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98142916,0.0045754076,0.006986956,0.0027802372,0.0011829888,0.0030452493],"domain_scores_gemma":[0.9854853,0.00417852,0.0045948224,0.002791274,0.00081993715,0.0021301545],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.011803555,0.0011111904,0.005653553,0.0018960347,0.0014373163,0.00003533846,0.000679633,0.0013122269,0.00016205925],"category_scores_gemma":[0.0010326162,0.001091573,0.00033563253,0.0014404542,0.00026015102,0.00020609683,0.0014136283,0.0059697786,0.00003663596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003706197,0.0020222568,0.95122534,0.019586118,0.000083953935,0.0000053668236,0.0047051916,0.000036640093,1.4682749e-7,0.0019207451,0.007298318,0.012745324],"study_design_scores_gemma":[0.0020620362,0.00068180036,0.98436254,0.0017243162,0.0000911241,0.0000016710746,0.0028598844,0.0001381198,2.4954852e-7,0.0010989031,0.0064716395,0.0005077055],"about_ca_topic_score_codex":0.06710405,"about_ca_topic_score_gemma":0.02544069,"teacher_disagreement_score":0.045224145,"about_ca_system_score_codex":0.0034601123,"about_ca_system_score_gemma":0.024385132,"threshold_uncertainty_score":0.99998426},"labels":[],"label_agreement":null},{"id":"W4409548230","doi":"10.2196/59884","title":"Trustworthiness of Web-Based Pharmacy Apps in Pakistan Based on the Mobile App Rating Scale: Content Analysis and Quality Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"App store; Pharmacy; mHealth; World Wide Web; Internet privacy; Mobile apps; Quality (philosophy); Computer science; Scale (ratio); Smartphone app; Medicine; Psychological intervention; Nursing","score_opus":0.16031127042294718,"score_gpt":0.544426609717176,"score_spread":0.38411533929422886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409548230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969699,0.0017436869,0.001422465,0.013600284,0.00023644928,0.011360364,0.00016389591,0.000092740935,0.0016811069],"genre_scores_gemma":[0.9650863,0.0009383833,0.00032865102,0.015850313,0.0000761639,0.017456707,0.00015094496,0.00002111738,0.000091454735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99191326,0.0033625572,0.0023841483,0.0007422975,0.00062573265,0.0009720121],"domain_scores_gemma":[0.993462,0.0035307917,0.001153884,0.00075570063,0.00048457627,0.0006130455],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011813328,0.00031637336,0.00093296653,0.000777193,0.001443059,0.000016345872,0.00020939736,0.00022103795,0.00016698711],"category_scores_gemma":[0.00030503003,0.00024026213,0.00010188219,0.0024756398,0.00019634234,0.00007197472,0.000053213917,0.0010734545,0.0000047174935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012558851,0.00052936695,0.87435293,0.010249339,0.000030281033,3.7365342e-7,0.0009593904,0.00061174366,0.00005051797,0.0070358957,0.0008546737,0.10406958],"study_design_scores_gemma":[0.007619554,0.00017865964,0.81626505,0.00056611636,0.0003173078,1.3776418e-7,0.0025069518,0.16392948,0.000022954908,0.00026115176,0.008119017,0.00021365496],"about_ca_topic_score_codex":0.005919484,"about_ca_topic_score_gemma":0.0078897355,"teacher_disagreement_score":0.16331773,"about_ca_system_score_codex":0.0004883015,"about_ca_system_score_gemma":0.0052597905,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W4409638731","doi":"10.2196/66605","title":"Impact of Smartphone Apps on Reperfusion Times and Clinical Outcomes in Acute ST-Segment Elevation Myocardial Infarction: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre","funders":"","keywords":"Preprint; Meta-analysis; Medicine; mHealth; Intensive care medicine; Computer science; Psychological intervention; Internal medicine; World Wide Web; Nursing","score_opus":0.15943145531541233,"score_gpt":0.5577275026181603,"score_spread":0.3982960473027479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409638731","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033431695,0.96926,0.00003158451,0.0020743292,0.00018640884,0.026779164,0.0011448949,0.00005160908,0.00013773031],"genre_scores_gemma":[0.00020922389,0.976977,0.00019714919,0.0038861718,0.000088570276,0.017273791,0.00061884266,0.00004925156,0.00069999415],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9843998,0.0052423314,0.007293999,0.0013994088,0.0005603987,0.0011040528],"domain_scores_gemma":[0.9879957,0.0046241875,0.00444997,0.0013580186,0.00030238676,0.0012697589],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007804249,0.0009001451,0.014418863,0.0013750403,0.00077005004,0.000018138013,0.00024473498,0.0009989642,0.00019556725],"category_scores_gemma":[0.00073087437,0.00058717944,0.0016583599,0.0019709137,0.00014317494,0.00010903812,0.00021885746,0.0020569074,0.000022434258],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006480405,0.00025731768,0.0043087504,0.9428777,0.014100939,0.0000013090125,0.00010047108,2.9507567e-7,2.9877238e-9,0.00031516157,0.0016044535,0.036368784],"study_design_scores_gemma":[0.001980229,0.0014553176,0.035967123,0.08882849,0.82917625,0.000016085778,0.00010017302,0.0000286954,3.1860359e-9,0.0001118842,0.041529637,0.00080613914],"about_ca_topic_score_codex":0.000944501,"about_ca_topic_score_gemma":0.00029674618,"teacher_disagreement_score":0.8540492,"about_ca_system_score_codex":0.00066591805,"about_ca_system_score_gemma":0.004464863,"threshold_uncertainty_score":0.999658},"labels":[],"label_agreement":null},{"id":"W4409764275","doi":"10.2196/57191","title":"Promoting Hand Hygiene During the COVID-19 Pandemic: Randomized Controlled Trial of the Optimized Soapp+ App","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Hygiene; Medicine; Behavior change; Psychological intervention; Pandemic; Intervention (counseling); Physical therapy; Coronavirus disease 2019 (COVID-19); Nursing; Infectious disease (medical specialty); Disease; Surgery","score_opus":0.08232655244586012,"score_gpt":0.4519358983814056,"score_spread":0.36960934593554545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409764275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96120584,0.0031831153,0.00022666887,0.017942147,0.0021312877,0.013437747,0.000030380716,0.00009084026,0.0017519892],"genre_scores_gemma":[0.9862379,0.00041816864,0.000057687725,0.0037782965,0.00019810197,0.0034972765,0.0000070415867,0.000019417712,0.0057861535],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99395907,0.0027193108,0.0018367309,0.00045144552,0.0002697329,0.0007637022],"domain_scores_gemma":[0.9963711,0.001387223,0.0010416191,0.00062187243,0.00011734813,0.00046084286],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005562328,0.00026618564,0.0015534565,0.00018203177,0.0013851085,0.00004579863,0.00037016164,0.00023422268,0.00022374537],"category_scores_gemma":[0.00077916257,0.00013930573,0.0005337971,0.00044042696,0.0005793349,0.000054570795,0.000106736494,0.000666657,0.0000062960567],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97912335,0.00060708233,0.0023504475,0.0011145915,0.0001092341,0.0000014604565,0.004707137,0.0000041998724,0.000018191779,0.0038611633,0.0018543502,0.006248765],"study_design_scores_gemma":[0.9896232,0.00031786066,0.00537257,0.0001389153,0.00029311542,0.000019851625,0.0006004211,0.0001779147,0.00000565706,0.0005705028,0.0027581807,0.00012183489],"about_ca_topic_score_codex":0.0013594514,"about_ca_topic_score_gemma":0.00019763174,"teacher_disagreement_score":0.025032032,"about_ca_system_score_codex":0.00017275284,"about_ca_system_score_gemma":0.0011048989,"threshold_uncertainty_score":0.99991494},"labels":[],"label_agreement":null},{"id":"W4409791764","doi":"10.2196/64715","title":"Users' Perceptions and Trust in AI in Direct-to-Consumer mHealth: Qualitative Interview Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Preprint; mHealth; Perception; Qualitative research; Psychology; Computer science; Internet privacy; Applied psychology; World Wide Web; Psychological intervention; Sociology","score_opus":0.12296641156736397,"score_gpt":0.5466414951563846,"score_spread":0.4236750835890206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409791764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9324086,0.0038867318,0.00016365362,0.043611057,0.0006075555,0.015411464,0.00010690467,0.00016350637,0.0036405388],"genre_scores_gemma":[0.9324771,0.007139228,0.00045082043,0.038409572,0.00012519192,0.02012132,0.000042672502,0.000051846124,0.0011822295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98891586,0.0044756755,0.0027854259,0.0013583964,0.0003395534,0.002125098],"domain_scores_gemma":[0.9950111,0.0017604216,0.0004345387,0.00079187384,0.00022590677,0.0017761633],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0070223333,0.0005052961,0.0013513991,0.001649399,0.0015041296,0.00002830148,0.00030056963,0.00043311814,0.00013119065],"category_scores_gemma":[0.0004540919,0.0004926887,0.00005459264,0.0023342068,0.00016816273,0.00022836088,0.00026681137,0.0022916447,0.00014282987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006908863,0.0015889612,0.72184837,0.012256584,0.00001940617,0.000007988755,0.11802246,0.0000028829782,0.0000044348153,0.00951137,0.017088978,0.11895765],"study_design_scores_gemma":[0.0041327137,0.00051281456,0.8592888,0.0010805584,0.00003955344,0.0000018153281,0.06630203,0.00014506292,1.4206552e-7,0.0011272023,0.06707382,0.00029545737],"about_ca_topic_score_codex":0.01010982,"about_ca_topic_score_gemma":0.045685373,"teacher_disagreement_score":0.13744043,"about_ca_system_score_codex":0.0010623033,"about_ca_system_score_gemma":0.0032556616,"threshold_uncertainty_score":0.9997958},"labels":[],"label_agreement":null},{"id":"W4409881658","doi":"10.2196/59573","title":"Prevention Needs and Target Behavior Preferences in an App-Based Addiction Prevention Program for German Vocational School Students: Cluster Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"German; Preprint; Psychology; Randomized controlled trial; Addiction; Cluster (spacecraft); Vocational education; Applied psychology; Computer science; Medicine; World Wide Web; Psychiatry; Pedagogy","score_opus":0.04984750110739701,"score_gpt":0.4946624223463035,"score_spread":0.4448149212389065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409881658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95490855,0.0009648373,0.0017398528,0.0012452279,0.0014705788,0.038838305,0.00006305941,0.00014169049,0.0006278787],"genre_scores_gemma":[0.9325985,0.000029432424,0.001194021,0.00055271626,0.0001594621,0.06238377,0.0005569495,0.000020836853,0.0025043178],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958517,0.001234432,0.0015851976,0.0005240377,0.00028552057,0.0005191038],"domain_scores_gemma":[0.9982588,0.0004214734,0.0005981186,0.0002296013,0.00013026118,0.0003617298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00286847,0.00025629322,0.0009289005,0.0006712774,0.00027146877,0.00014327255,0.00014768788,0.0002302268,0.00009322735],"category_scores_gemma":[0.0001228519,0.00022799386,0.00019898171,0.00032344196,0.00012346117,0.00036358333,0.00003294207,0.00026907815,0.00000588315],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8576387,0.009028461,0.005093332,0.0009516299,0.000093812385,4.615979e-7,0.00037281995,0.0000018089954,6.7235885e-7,0.0053028576,0.0009769528,0.120538495],"study_design_scores_gemma":[0.91583633,0.005716348,0.069222055,0.0004223935,0.00030786204,0.0000019834142,0.00028340734,0.00079496147,0.0000017777987,0.006650318,0.00057804055,0.00018453793],"about_ca_topic_score_codex":0.000113346614,"about_ca_topic_score_gemma":0.0003635997,"teacher_disagreement_score":0.12035395,"about_ca_system_score_codex":0.00021430678,"about_ca_system_score_gemma":0.000511434,"threshold_uncertainty_score":0.92973197},"labels":[],"label_agreement":null},{"id":"W4409912521","doi":"10.2196/50006","title":"An App-Based Cognitive Behavioral Therapy Program Tailored for College Students: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Psychology; Medicine; Medical education; Physical therapy; Computer science; World Wide Web; Surgery","score_opus":0.07848149101051814,"score_gpt":0.5288387510401366,"score_spread":0.4503572600296184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409912521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.922922,0.0014582099,0.0006988621,0.002467969,0.0030434947,0.06677754,0.00050377665,0.00036884987,0.0017592622],"genre_scores_gemma":[0.9284042,0.000035232817,0.00036093334,0.0034004238,0.00019310409,0.065504044,0.00029895516,0.00004251329,0.0017605842],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995064,0.001270827,0.0016560605,0.0007260305,0.00033541105,0.0009476577],"domain_scores_gemma":[0.99697053,0.0011948342,0.0006172218,0.00035147872,0.000246569,0.00061938557],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025661837,0.00037788806,0.0018216171,0.00038646933,0.00049650704,0.000118142445,0.0002803788,0.00025152724,0.0001036713],"category_scores_gemma":[0.000100603684,0.00030683196,0.00046772198,0.0003580884,0.00030478294,0.00014844188,0.000025299554,0.00030068328,0.000015672986],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91095036,0.0161234,0.00028704898,0.00038806233,0.0001617348,0.0000037510083,0.0004078498,1.3019869e-7,3.6431388e-7,0.009193452,0.0015505683,0.060933307],"study_design_scores_gemma":[0.9766565,0.016891038,0.0017875339,0.00020206091,0.00027190376,0.0000017186267,0.0009724619,0.00016759892,0.0000052411892,0.0015125427,0.0013133509,0.00021804552],"about_ca_topic_score_codex":0.00024334867,"about_ca_topic_score_gemma":0.00011586861,"teacher_disagreement_score":0.06570617,"about_ca_system_score_codex":0.00017573225,"about_ca_system_score_gemma":0.00070311694,"threshold_uncertainty_score":0.99993837},"labels":[],"label_agreement":null},{"id":"W4409915446","doi":"10.2196/51122","title":"mHealth Apps Available in Italy to Support Health Care Professionals in Antimicrobial Stewardship Implementation: Systematic Search in App Stores and Content Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Android (operating system); Health care; App store; Checklist; Medicine; Internet privacy; World Wide Web; Computer science; Nursing; Psychology; Psychological intervention; Political science","score_opus":0.11855422133765994,"score_gpt":0.5092887448246662,"score_spread":0.3907345234870063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409915446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93204796,0.009117178,0.00017691555,0.027168717,0.0005060052,0.029510623,0.00039415533,0.00013466466,0.0009437843],"genre_scores_gemma":[0.9524316,0.0032379562,0.000713443,0.026848577,0.00011083466,0.015503143,0.0003922946,0.000054086115,0.00070804596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98643965,0.0033983598,0.0047225184,0.0015738828,0.00077637105,0.0030892128],"domain_scores_gemma":[0.9947457,0.0011092678,0.00091917056,0.0008640063,0.00042947652,0.0019323931],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010071252,0.00057558465,0.002465594,0.0038439145,0.0013350475,0.000042736097,0.00038380816,0.0004616384,0.00018525012],"category_scores_gemma":[0.00022660804,0.0005514589,0.00009952809,0.004911515,0.000110502195,0.0002447006,0.00030526405,0.001820891,0.00010067847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000814023,0.00066193496,0.6963733,0.23336694,0.000053204152,0.000013805107,0.031023962,0.000032395394,0.0000060598522,0.005822078,0.020053126,0.011779204],"study_design_scores_gemma":[0.00931513,0.0009814573,0.86696947,0.010940406,0.00015232299,0.0000060693183,0.105310716,0.00034366906,0.000005307059,0.00010032228,0.0052289283,0.0006461782],"about_ca_topic_score_codex":0.03145411,"about_ca_topic_score_gemma":0.15290335,"teacher_disagreement_score":0.22242653,"about_ca_system_score_codex":0.0038849446,"about_ca_system_score_gemma":0.014746269,"threshold_uncertainty_score":0.9999651},"labels":[],"label_agreement":null},{"id":"W4409918411","doi":"10.2196/60173","title":"Exploring the Barriers and Facilitators to Implementing a Smartphone App for Physicians to Improve the Management of Acute Myocardial Infarctions: Multicenter, Mixed Methods, Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Ottawa Hospital; William Osler Health System; Population Health Research Institute; McMaster University; University of Ottawa; University of Toronto; Hamilton Health Sciences","funders":"","keywords":"Observational study; Preprint; Medicine; mHealth; Telemedicine; Medical emergency; Nursing; Psychological intervention; Computer science; Health care; Internal medicine; World Wide Web","score_opus":0.16309361183334534,"score_gpt":0.5095488919791704,"score_spread":0.34645528014582505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409918411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91223997,0.0003856422,0.015671076,0.03633821,0.0018067537,0.032731533,0.00056530384,0.000096587166,0.00016490393],"genre_scores_gemma":[0.7664101,0.002102787,0.026892863,0.029515848,0.00043613475,0.17390086,0.00006856565,0.000057171397,0.00061569025],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99546015,0.0008999249,0.0014396684,0.0006690084,0.00029453565,0.0012367145],"domain_scores_gemma":[0.9963955,0.0015153423,0.00041811104,0.0006604203,0.00029119416,0.00071937934],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004868971,0.00027619733,0.00053922826,0.00022991888,0.0040544528,0.000022933675,0.00029453135,0.000070356415,0.0000076094852],"category_scores_gemma":[0.00016103157,0.00019835995,0.0000796458,0.0009253975,0.00008018341,0.00012657164,0.0003729157,0.0004935674,0.0000062874824],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014431159,0.00030147517,0.040526163,0.009223445,0.00056740106,4.4024327e-7,0.03121693,0.000019407045,0.00009272822,0.025076607,0.017108578,0.8744237],"study_design_scores_gemma":[0.0033040543,0.00061504066,0.6590034,0.00032817185,0.00042047806,3.3548858e-7,0.085631,0.00027098967,0.0000136608205,0.00063261855,0.2495752,0.00020509871],"about_ca_topic_score_codex":0.0010210847,"about_ca_topic_score_gemma":0.0005236361,"teacher_disagreement_score":0.8742186,"about_ca_system_score_codex":0.00024867017,"about_ca_system_score_gemma":0.00076812215,"threshold_uncertainty_score":0.99724215},"labels":[],"label_agreement":null},{"id":"W4409918762","doi":"10.2196/65106","title":"Health-Promoting Effects and Everyday Experiences With a Mental Health App Using Ecological Momentary Assessments and AI-Based Ecological Momentary Interventions Among Young People: Qualitative Interview and Focus Group Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mental health; Psychological intervention; Psychology; Health promotion; Focus group; Applied psychology; Qualitative research; Gerontology; Public health; Medicine; Nursing; Psychiatry; Sociology","score_opus":0.0815600551059069,"score_gpt":0.50250734285024,"score_spread":0.4209472877443331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409918762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97164613,0.0070768995,0.0011985096,0.012724339,0.0007509743,0.0062167365,0.00014737847,0.00014158376,0.0000974634],"genre_scores_gemma":[0.9923182,0.00019397479,0.0009263382,0.0042875735,0.000039839044,0.0019820896,0.000107721695,0.000038412225,0.00010581132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906056,0.004550428,0.0017087149,0.0014211419,0.00039188284,0.0013222245],"domain_scores_gemma":[0.99679965,0.00066946785,0.00083817955,0.0003208328,0.00005474843,0.0013171129],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0041494477,0.0005993619,0.0013196605,0.0005171027,0.0016291573,0.00020073027,0.00020164195,0.00016762938,0.00007863475],"category_scores_gemma":[0.000041727464,0.0005050912,0.00010972383,0.0006200944,0.00060021575,0.0005103199,0.0004034413,0.000706231,0.0000020121183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001174925,0.017309735,0.5968359,0.02658352,0.00056692504,0.00006912819,0.22958392,9.149252e-7,0.0000020596938,0.0014962691,0.0024223586,0.12395435],"study_design_scores_gemma":[0.0056000105,0.022888262,0.81340045,0.0024830727,0.000094484414,0.000097449614,0.15414475,0.00037498027,0.000001035076,0.00047868927,0.00004684054,0.0003899557],"about_ca_topic_score_codex":0.0066429386,"about_ca_topic_score_gemma":0.013139685,"teacher_disagreement_score":0.21656457,"about_ca_system_score_codex":0.0010240036,"about_ca_system_score_gemma":0.0003960594,"threshold_uncertainty_score":0.9999719},"labels":[],"label_agreement":null},{"id":"W4410085765","doi":"10.2196/57469","title":"Enhancing Cardiopulmonary Resuscitation Quality Using a Smartwatch: Neural Network Approach for Algorithm Development and Validation","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University; NOSM University; Saint Mary's University","funders":"","keywords":"Accelerometer; Artificial neural network; Computer science; Smartwatch; Cardiopulmonary resuscitation; Machine learning; Medicine; Wearable computer; Embedded system","score_opus":0.06951357287046808,"score_gpt":0.3939427822011211,"score_spread":0.324429209330653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410085765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896338,0.0020031508,0.09824819,0.0008088028,0.00075006584,0.0015621805,0.000009433129,0.000057872403,0.00022233863],"genre_scores_gemma":[0.86135364,0.00021978038,0.13648379,0.0007261327,0.0006468357,0.00016250373,0.00031733655,0.00001789,0.00007211472],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99835354,0.00015915075,0.00052983954,0.00037523752,0.00019497852,0.0003872302],"domain_scores_gemma":[0.9991869,0.00015725422,0.00016484699,0.00013387502,0.00012877451,0.00022839074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013984648,0.0001520517,0.00038692367,0.00013241463,0.000545635,0.000031120126,0.00002341577,0.000119348195,3.578533e-7],"category_scores_gemma":[0.00005810358,0.00013899853,0.000055474993,0.000278839,0.000047109206,0.00009839628,0.000028191582,0.00015916077,2.0537213e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023819297,0.00026088388,0.14249808,0.021589937,0.00019642533,0.000006387924,0.007353173,0.0010126984,0.00064874906,0.001632635,0.0013217636,0.8210974],"study_design_scores_gemma":[0.0034293015,0.00016231222,0.936497,0.0004554554,0.00029921942,0.000017343315,0.0020755487,0.051735677,0.00022594044,0.0006503874,0.0041272966,0.00032453376],"about_ca_topic_score_codex":0.0001242069,"about_ca_topic_score_gemma":0.000014826221,"teacher_disagreement_score":0.8207728,"about_ca_system_score_codex":0.00017562181,"about_ca_system_score_gemma":0.0005422009,"threshold_uncertainty_score":0.56681955},"labels":[],"label_agreement":null},{"id":"W4410109175","doi":"10.2196/64622","title":"Users’ Needs for Mental Health Apps: Quality Evaluation Using the User Version of the Mobile Application Rating Scale","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mobile apps; Mental health; Rating scale; Scale (ratio); Quality (philosophy); mHealth; Computer science; Psychology; Applied psychology; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.10873095728405704,"score_gpt":0.522925370927919,"score_spread":0.414194413643862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410109175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756595,0.0018232666,0.0020817735,0.010163865,0.0019060477,0.007212652,0.00024534212,0.0000372837,0.000870278],"genre_scores_gemma":[0.9951892,0.000026310698,0.0003354651,0.0026262868,0.000069805676,0.001096314,0.000079246296,0.000016045818,0.0005613636],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997287,0.0006780574,0.00093845173,0.00032035,0.00032140533,0.0004547841],"domain_scores_gemma":[0.99827343,0.00022918309,0.00071641395,0.0004922693,0.00013928812,0.00014940197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031138065,0.0001491105,0.00027648988,0.00012810525,0.000998989,0.00002576626,0.0002200913,0.00009509978,0.000020914538],"category_scores_gemma":[0.000034680677,0.00010607147,0.00011261032,0.0005656795,0.00014044566,0.000119687174,0.00008487902,0.00019900118,0.000004301866],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025328074,0.003624874,0.09431478,0.015865449,0.00015333659,6.433078e-8,0.039322246,0.00018017567,0.00034944018,0.10790428,0.059785005,0.6759676],"study_design_scores_gemma":[0.016901081,0.0043234583,0.71787256,0.003091073,0.00044612505,0.000026854977,0.10614161,0.025285218,0.0009133684,0.010977396,0.113103,0.00091823813],"about_ca_topic_score_codex":0.0015514366,"about_ca_topic_score_gemma":0.00034908066,"teacher_disagreement_score":0.6750493,"about_ca_system_score_codex":0.00054915313,"about_ca_system_score_gemma":0.0005846206,"threshold_uncertainty_score":0.7683517},"labels":[],"label_agreement":null},{"id":"W4410286459","doi":"10.2196/69637","title":"Cognitive Training Mobile Apps for Older Adults With Cognitive Impairment: App Store Search and Quality Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mobile apps; Cognitive impairment; Cognitive training; mHealth; Cognition; Psychology; App store; Computer science; Multimedia; Applied psychology; Gerontology; Medicine; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.08650154071192173,"score_gpt":0.47379051655014137,"score_spread":0.38728897583821964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410286459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824852,0.0024564879,0.0011942352,0.000928787,0.000049347247,0.011136092,0.00015763039,0.000063075524,0.0015291475],"genre_scores_gemma":[0.9929213,0.0005930745,0.00019933547,0.0016966299,0.000085224376,0.0035481092,0.00042098758,0.000025652827,0.0005096822],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99691594,0.0003934082,0.00045317638,0.0007188992,0.0006991333,0.00081945624],"domain_scores_gemma":[0.99739593,0.0006120676,0.000116805335,0.00013014309,0.001146486,0.00059853966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028152554,0.0002567942,0.00050681416,0.00031314488,0.0005003711,0.00005032319,0.000045092034,0.00012510603,0.00007328363],"category_scores_gemma":[0.00017550836,0.00020753268,0.000053589363,0.0003856099,0.0002621869,0.00013493585,0.00004939439,0.00038787816,0.0000036113756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016159326,0.0010235087,0.16440909,0.010877323,0.0001930613,0.0000075741696,0.017333617,3.5906166e-7,0.000013400641,0.00036145604,0.00019984212,0.78942144],"study_design_scores_gemma":[0.026363332,0.00503223,0.91637623,0.0026698776,0.00046409387,0.00002031384,0.047315337,0.0011985429,0.000121397,0.000100169826,0.0001328513,0.00020559866],"about_ca_topic_score_codex":0.00018087564,"about_ca_topic_score_gemma":0.000094631985,"teacher_disagreement_score":0.78921586,"about_ca_system_score_codex":0.0001840033,"about_ca_system_score_gemma":0.0019669137,"threshold_uncertainty_score":0.8462937},"labels":[],"label_agreement":null},{"id":"W4410288333","doi":"10.2196/63022","title":"Effects of a Computer Vision–Based Exercise Application for People With Knee Osteoarthritis: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Physical therapy; WOMAC; Medicine; Randomized controlled trial; Osteoarthritis; Quality of life (healthcare); Psychological intervention; Rehabilitation; Physical medicine and rehabilitation; Alternative medicine; Internal medicine; Nursing","score_opus":0.0069040805303283,"score_gpt":0.30708652506057993,"score_spread":0.3001824445302516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410288333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92097676,0.0046401406,0.01657755,0.0013852181,0.00040498187,0.055704832,0.000016034042,0.00010263047,0.00019184937],"genre_scores_gemma":[0.9792845,0.00023594384,0.0046304404,0.0008773086,0.00014610162,0.014465524,0.000091097696,0.000023065839,0.00024598648],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99830186,0.00014455762,0.00065476977,0.00035503533,0.00020490724,0.00033888448],"domain_scores_gemma":[0.99808925,0.00094998995,0.00032315933,0.00022177909,0.00015950589,0.00025630512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005358993,0.00022168452,0.0020716668,0.00022475055,0.00015175759,0.000014049831,0.0000389255,0.0001300359,0.0000039062093],"category_scores_gemma":[0.00005259231,0.0001518116,0.00021474253,0.00020214853,0.000075330514,0.00004414481,0.000012150854,0.000106387466,0.000001476703],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8801198,0.00058494695,0.000044857043,0.0038798687,0.000038811617,0.0000026436564,0.00013253264,8.2904455e-7,0.00008524917,0.0013084344,0.00009459079,0.113707416],"study_design_scores_gemma":[0.9776519,0.01760077,0.000262247,0.0012466457,0.0010525946,0.0000040266277,0.00002537566,0.0012206141,0.00038735627,0.00027521673,0.00017120797,0.000102081365],"about_ca_topic_score_codex":0.00002999063,"about_ca_topic_score_gemma":0.00004081181,"teacher_disagreement_score":0.113605335,"about_ca_system_score_codex":0.000044689506,"about_ca_system_score_gemma":0.0006328864,"threshold_uncertainty_score":0.61906976},"labels":[],"label_agreement":null},{"id":"W4410344673","doi":"10.2196/76573","title":"Correction: Use and Engagement With Low-Intensity Cognitive Behavioral Therapy Techniques Used Within an App to Support Worry Management: Content Analysis of Log Data","year":2025,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Worry; Psychology; Cognition; Cognitive behavioral therapy; Clinical psychology; Computer science; Psychiatry; Anxiety","score_opus":0.18599375265127477,"score_gpt":0.44561032071068823,"score_spread":0.25961656805941347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410344673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604832,0.0010115256,0.0015076398,0.0047066277,0.010709408,0.013632024,0.0028952137,0.0013615637,0.0036928116],"genre_scores_gemma":[0.94255227,0.009062421,0.0015966924,0.006450536,0.00034258887,0.00028089317,0.0035966632,0.00007967178,0.036038276],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9960003,0.0005555735,0.0007529803,0.001157722,0.00074919243,0.00078422244],"domain_scores_gemma":[0.99701154,0.00009737512,0.0008054974,0.0009724624,0.0004626994,0.0006504126],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022539017,0.00045611893,0.0012314469,0.0012507882,0.00091051793,0.00017300516,0.0006489583,0.0006048292,0.0000320139],"category_scores_gemma":[0.00010639314,0.00040994168,0.000069322916,0.0015021573,0.00069089996,0.00042783344,0.0003975277,0.0012497293,0.0000010818806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047828774,0.003535113,0.18169267,0.0020458132,0.0022349749,0.0001221586,0.027689632,0.0000013575835,0.0000027597184,0.00032656896,0.60026056,0.17730553],"study_design_scores_gemma":[0.0030685465,0.006206963,0.90355796,0.0032747567,0.0059925634,0.000010628662,0.045210112,0.00019831728,0.00003663864,0.000046731577,0.03095134,0.0014454502],"about_ca_topic_score_codex":0.014438258,"about_ca_topic_score_gemma":0.029321473,"teacher_disagreement_score":0.7218653,"about_ca_system_score_codex":0.0003261458,"about_ca_system_score_gemma":0.0011686509,"threshold_uncertainty_score":0.99983525},"labels":[],"label_agreement":null},{"id":"W4410352864","doi":"10.2196/65927","title":"Investigating the Quality of Mobile Apps for Drug-Drug Interaction Management Using the Mobile App Rating Scale and K-Means Clustering: Systematic Search of App Stores","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; Cluster analysis; mHealth; Preprint; Rating scale; Smartphone app; Scale (ratio); App store; Computer science; World Wide Web; Medicine; Psychology; Artificial intelligence; Geography; Psychiatry; Cartography; Psychological intervention","score_opus":0.11278310220098019,"score_gpt":0.5031916691582292,"score_spread":0.390408566957249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410352864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529665,0.005117753,0.009036868,0.0025356999,0.0005082453,0.02908043,0.000093587776,0.00009260245,0.00056828413],"genre_scores_gemma":[0.96824276,0.0017982328,0.004519383,0.0017357841,0.00013942647,0.023093833,0.00002800276,0.000036412122,0.00040615912],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.99355924,0.0019367619,0.0026695929,0.00052934635,0.0004077376,0.0008973449],"domain_scores_gemma":[0.9934875,0.0033551317,0.0016560995,0.0007471376,0.00035600425,0.0003981527],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008782333,0.0002745777,0.0008992945,0.00023588708,0.0028300022,0.000022183025,0.00031536832,0.00014249771,0.000007358696],"category_scores_gemma":[0.00018203893,0.00018316494,0.00008779811,0.00061972666,0.00032820163,0.00011691683,0.00026933756,0.0007760553,0.0000015329771],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029791708,0.00032064694,0.029757462,0.8879845,0.0000789157,1.4645256e-7,0.036261138,0.0014379671,0.00015390918,0.019793445,0.002666433,0.021247499],"study_design_scores_gemma":[0.00800782,0.0007545799,0.041029733,0.04041015,0.00079889264,0.000012444079,0.6011552,0.28884822,0.00015320655,0.0037685805,0.014203031,0.0008581269],"about_ca_topic_score_codex":0.0039013075,"about_ca_topic_score_gemma":0.0016150309,"teacher_disagreement_score":0.84757435,"about_ca_system_score_codex":0.00029590665,"about_ca_system_score_gemma":0.0010373293,"threshold_uncertainty_score":0.99846816},"labels":[],"label_agreement":null},{"id":"W4410426554","doi":"10.2196/57645","title":"Experience of Using Electronic Inhaler Monitoring Devices for Patients With Chronic Obstructive Pulmonary Disease or Asthma: Systematic Review of Qualitative Studies","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Inhaler; Critical appraisal; Medicine; Qualitative research; Cochrane Library; Asthma; MEDLINE; Usability; COPD; Social support; Disease management; Psychology; Nursing; Disease; Psychological intervention; Psychiatry; Alternative medicine; Internal medicine; Meta-analysis","score_opus":0.1371343064514678,"score_gpt":0.4962467148966105,"score_spread":0.3591124084451427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410426554","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048859525,0.98644024,0.000015497137,0.000018920033,0.00014454321,0.008349541,0.000121147044,0.000015744881,0.000008398213],"genre_scores_gemma":[0.005138292,0.99315983,0.00017350023,0.000108190914,0.00009677477,0.0011451966,0.00006201306,0.00003481943,0.000081355145],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99629,0.00062190753,0.0017416229,0.0004673436,0.00042596107,0.0004531516],"domain_scores_gemma":[0.9956545,0.00083202764,0.002086665,0.00035820005,0.00080468855,0.00026387576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006969241,0.0004276097,0.003699524,0.000302819,0.00017016848,0.0000046821547,0.000111845744,0.0001234958,0.0000037269544],"category_scores_gemma":[0.00046853963,0.0002501282,0.00023357086,0.0005705634,0.0001844576,0.00010737496,0.000048349408,0.0002822446,3.7847448e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002324015,0.00013272432,0.00012853021,0.9841814,0.00020696499,0.00000316243,0.0014357786,1.7403352e-7,2.639084e-8,0.000043336928,0.000005359851,0.013630129],"study_design_scores_gemma":[0.00057019346,0.00063779164,0.00019995957,0.9911328,0.0034810847,0.000009261,0.0022669774,0.000006727851,3.927019e-7,0.0000040148634,0.001475882,0.0002149469],"about_ca_topic_score_codex":0.000009980891,"about_ca_topic_score_gemma":0.0000033987674,"teacher_disagreement_score":0.013415183,"about_ca_system_score_codex":0.00076381053,"about_ca_system_score_gemma":0.005405066,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W4410431336","doi":"10.2196/59144","title":"A Tailored mHealth Intervention for Improving Antenatal Care Seeking and Its Determinants Among Pregnant Adolescent Girls and Young Women in South Africa: Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Intervention (counseling); Randomized controlled trial; Medicine; Family medicine; Psychological intervention; Health care; Prenatal care; Psychology; Nursing; Environmental health; Population; Computer science; World Wide Web","score_opus":0.04430456896821979,"score_gpt":0.40267910639122195,"score_spread":0.3583745374230022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410431336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91934705,0.017633952,0.00069541176,0.0007819474,0.0012673088,0.059822,0.0001358821,0.00015062778,0.00016579535],"genre_scores_gemma":[0.91441154,0.0034172242,0.00015904158,0.0009462779,0.00030228446,0.08010854,0.000051878033,0.000061889856,0.0005413322],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9897878,0.0021934186,0.0036188506,0.001277711,0.0003519964,0.0027701964],"domain_scores_gemma":[0.99392295,0.0016582471,0.0019123335,0.00044024715,0.00038174342,0.0016844728],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008036825,0.0006066789,0.00303263,0.00086890033,0.002187926,0.0000699208,0.00021433721,0.00047763067,0.000010660506],"category_scores_gemma":[0.0014217687,0.0005047459,0.00017710302,0.0005138997,0.00022551649,0.00027283584,0.00023125346,0.001250861,0.000002782832],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8411608,0.0005174576,0.034537297,0.05868885,0.000044670825,0.0000058629325,0.031299964,7.6250353e-7,0.000014001651,0.0018174521,0.00012045743,0.031792462],"study_design_scores_gemma":[0.9330956,0.0016572161,0.039457086,0.0036401823,0.00022110424,0.0000045278152,0.0136145195,0.0070847035,0.0000016486987,0.00048287917,0.0003360598,0.00040447243],"about_ca_topic_score_codex":0.0007729941,"about_ca_topic_score_gemma":0.0013610247,"teacher_disagreement_score":0.09193484,"about_ca_system_score_codex":0.0010735426,"about_ca_system_score_gemma":0.002775265,"threshold_uncertainty_score":0.9997404},"labels":[],"label_agreement":null},{"id":"W4410452795","doi":"10.2196/66227","title":"Boosting Physical Activity Among Individuals With Low Engagement Through Double-Point Incentives in a Community-Based mHealth Intervention: Retrospective Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Observational study; Preprint; Boosting (machine learning); Incentive; eHealth; Intervention (counseling); Psychology; Medicine; Psychological intervention; Gerontology; Computer science; Health care; Nursing; Artificial intelligence; World Wide Web","score_opus":0.18248668623649397,"score_gpt":0.5069892104539395,"score_spread":0.3245025242174455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410452795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97271335,0.00019292219,0.0013038961,0.0071740365,0.00033766936,0.01573131,0.00012044005,0.0002607691,0.002165602],"genre_scores_gemma":[0.973651,0.0001776278,0.0008495646,0.0057360125,0.00023299197,0.018888703,0.00019425232,0.000057146426,0.00021273269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98915803,0.005490929,0.0016976425,0.001066365,0.00074526866,0.0018417418],"domain_scores_gemma":[0.9943147,0.0020686425,0.0013635263,0.0010109431,0.0004522034,0.00079002604],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007131381,0.0005829249,0.0012450559,0.00055762555,0.005024944,0.000049853727,0.00038675798,0.0003112304,0.000050958137],"category_scores_gemma":[0.00021037454,0.00052666216,0.00010258993,0.0019292977,0.00033339986,0.0005520499,0.00033820278,0.0048151272,0.000018661925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015790532,0.006126367,0.95072174,0.009913793,0.00004366998,0.000004653819,0.015356588,0.000035558387,0.0000022614133,0.009139088,0.0009884888,0.0060887253],"study_design_scores_gemma":[0.012138652,0.0014008697,0.96759,0.0018731982,0.00008061858,8.803606e-7,0.011959315,0.0006125687,0.000006736489,0.0016164482,0.0024072672,0.00031349756],"about_ca_topic_score_codex":0.011416413,"about_ca_topic_score_gemma":0.009114969,"teacher_disagreement_score":0.016868195,"about_ca_system_score_codex":0.002002557,"about_ca_system_score_gemma":0.0044214185,"threshold_uncertainty_score":0.9997185},"labels":[],"label_agreement":null},{"id":"W4410494554","doi":"10.2196/70219","title":"Patterns of Engagement With the mHealth Component of a Sexual and Reproductive Health Risk Reduction Intervention for Young People With Depression: Latent Trajectory Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Preprint; Intervention (counseling); Psychology; Reproductive health; Depression (economics); Psychological intervention; Medicine; Clinical psychology; Computer science; Environmental health; Psychiatry; World Wide Web","score_opus":0.05083751121370787,"score_gpt":0.4220405905797047,"score_spread":0.37120307936599684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410494554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9541255,0.0036271955,0.02139203,0.008909391,0.00025720737,0.011129789,0.00041205855,0.000073919684,0.00007288413],"genre_scores_gemma":[0.9853861,0.004204456,0.0015312762,0.00062027783,0.00015679811,0.00764641,0.00020779547,0.00003595979,0.00021092639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99382156,0.0018085755,0.0018610905,0.0010601513,0.00043711986,0.0010115256],"domain_scores_gemma":[0.9945131,0.0007108325,0.0027012988,0.0009229862,0.0005378354,0.00061393384],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005306233,0.00035969968,0.0011935392,0.00060215837,0.0022482795,0.000010528433,0.00019399314,0.00018269855,0.000017614893],"category_scores_gemma":[0.000071418,0.00023886596,0.0000879579,0.0012285325,0.00017842703,0.00011632054,0.00010112278,0.0009688893,5.660535e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004411788,0.000805392,0.8828256,0.035336263,0.00046505863,2.4734865e-7,0.01601411,0.00018827738,0.000019503124,0.003168514,0.0021583822,0.054606866],"study_design_scores_gemma":[0.0037917355,0.0022693526,0.9757226,0.00064568326,0.0010466703,0.000006344253,0.013567089,0.0006524014,0.00001306296,0.00010485423,0.0020043675,0.0001758084],"about_ca_topic_score_codex":0.014668402,"about_ca_topic_score_gemma":0.01602719,"teacher_disagreement_score":0.092897035,"about_ca_system_score_codex":0.00039345908,"about_ca_system_score_gemma":0.0018889379,"threshold_uncertainty_score":0.9990507},"labels":[],"label_agreement":null},{"id":"W4410514494","doi":"10.2196/52206","title":"Use and Application of mHealth Technologies in Perioperative Surgical Care: Narrative Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Perioperative; Narrative; Medicine; Computer science; Nursing; Psychological intervention; World Wide Web; Surgery","score_opus":0.11073091525244466,"score_gpt":0.5236563862107594,"score_spread":0.4129254709583147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410514494","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001147339,0.9682478,0.000026705216,0.002857183,0.00024128026,0.026659237,0.0005358038,0.00024606273,0.001071211],"genre_scores_gemma":[0.00029499395,0.9552016,0.0004932933,0.0013125335,0.00013285644,0.041585267,0.0006444074,0.0000725006,0.0002625481],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98905414,0.0026604899,0.0045061833,0.0016294713,0.00043311244,0.0017165834],"domain_scores_gemma":[0.9915293,0.0031629174,0.0026476665,0.0012245176,0.0005521351,0.00088344846],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023424583,0.0009317585,0.005155391,0.0010437088,0.0014357433,0.000017630811,0.00044693841,0.0015411538,0.000021160015],"category_scores_gemma":[0.0006546541,0.0007671003,0.00020501665,0.002190642,0.0004783114,0.00022811114,0.00037081237,0.003424424,0.00002052485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036557456,0.000065002314,0.00035953434,0.44616726,0.000009564742,0.0000022048573,0.001280157,4.2870585e-8,1.0874763e-8,0.01124314,0.0011063241,0.5397302],"study_design_scores_gemma":[0.0008424315,0.0002358521,0.0003576343,0.09062287,0.00030514077,0.000018482428,0.0040756455,0.0000070585556,3.386761e-8,0.00009167201,0.90306675,0.0003764115],"about_ca_topic_score_codex":0.00120882,"about_ca_topic_score_gemma":0.0013283289,"teacher_disagreement_score":0.90196043,"about_ca_system_score_codex":0.0011049482,"about_ca_system_score_gemma":0.01143766,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W4410519522","doi":"10.2196/67265","title":"Use of Wearable Sensors to Assess Fall Risk in Neurological Disorders: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Wearable computer; Medicine; Wearable technology; Computer science; Embedded system; World Wide Web","score_opus":0.15118104589752426,"score_gpt":0.47787727271215724,"score_spread":0.32669622681463295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410519522","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00062082784,0.981202,0.000023484654,0.00052018557,0.0005234659,0.016422147,0.0002744481,0.00008227161,0.00033117871],"genre_scores_gemma":[0.00007217948,0.9927981,0.00022937346,0.002741118,0.000094751245,0.0028740354,0.00010335674,0.000051647963,0.0010354669],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9848267,0.008944773,0.0037629593,0.0009035907,0.0003927109,0.0011692613],"domain_scores_gemma":[0.99246085,0.0033726802,0.002500622,0.0009380542,0.00013038813,0.0005973953],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004076599,0.0006142975,0.005764766,0.00054597575,0.00041730943,0.00001600298,0.00037611366,0.0008405826,0.000010436695],"category_scores_gemma":[0.0017646044,0.00045260816,0.00036985407,0.0012520232,0.000054946988,0.00013196148,0.0002270016,0.0023976704,0.00009147977],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023949713,0.00027274975,0.0010161884,0.95705336,0.000025481768,0.0000030079746,0.00012228609,1.280234e-7,7.814945e-9,0.00020829502,0.0024756656,0.03879887],"study_design_scores_gemma":[0.00037365538,0.00025561347,0.006877165,0.838075,0.0011899758,0.000003923464,0.00006121444,0.000020036834,2.578845e-10,0.00010508053,0.15272658,0.00031176987],"about_ca_topic_score_codex":0.0010687138,"about_ca_topic_score_gemma":0.001218758,"teacher_disagreement_score":0.15025091,"about_ca_system_score_codex":0.00018825704,"about_ca_system_score_gemma":0.0018246731,"threshold_uncertainty_score":0.99990386},"labels":[],"label_agreement":null},{"id":"W4410559605","doi":"10.2196/64500","title":"Effectiveness of the Better Operative Software Outcomes Tool for Monitoring Cataract Surgery Outcomes in Inhambane Province, Mozambique: Prospective Pilot Diagnostic Accuracy Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitat Autònoma de Barcelona; Universitat Oberta de Catalunya; Universitat de Barcelona","keywords":"Medicine; Cataract surgery; Prospective cohort study; Visual acuity; Optometry; Blindness; Surgery","score_opus":0.055803741382142426,"score_gpt":0.44872006433803346,"score_spread":0.392916322955891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410559605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884615,0.00039451357,0.00002630637,0.0018710351,0.00047803737,0.008684038,0.000038709,0.000035836165,0.000010029247],"genre_scores_gemma":[0.9970957,0.0000932725,0.00007602042,0.0004685018,0.000042227093,0.0020508512,0.000008321586,0.000017837023,0.00014727858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977445,0.00048283266,0.00067946775,0.00043653036,0.00018920543,0.00046748912],"domain_scores_gemma":[0.99060005,0.008617259,0.00023871778,0.0002921107,0.00016048692,0.00009139357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013750494,0.00028097475,0.0010987931,0.00021100638,0.00036061573,0.000013371929,0.00009299384,0.00008824022,0.0000017250997],"category_scores_gemma":[0.0034543884,0.00017408445,0.00010049489,0.00031887827,0.00013626584,0.00014376784,0.00011739845,0.0003817656,7.3266455e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015507698,0.0030873653,0.98722017,0.005649762,0.000161128,0.000012110103,0.0010276494,0.0000013191402,0.000009819577,0.00004320958,0.00006773162,0.0011689833],"study_design_scores_gemma":[0.0035089673,0.003184458,0.9911051,0.00093928445,0.00014727337,0.000005151897,0.00059129053,0.0000025336785,0.00021062925,0.00017375594,0.000005291947,0.00012630936],"about_ca_topic_score_codex":0.00055179273,"about_ca_topic_score_gemma":0.000073413314,"teacher_disagreement_score":0.008634196,"about_ca_system_score_codex":0.00025457668,"about_ca_system_score_gemma":0.0007829212,"threshold_uncertainty_score":0.7098958},"labels":[],"label_agreement":null},{"id":"W4410577899","doi":"10.2196/60478","title":"Parental and Demographic Predictors of Engagement in an mHealth Intervention: Observational Study From the Let’s Grow Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"mHealth; Psychological intervention; Psychology; Intervention (counseling); Clinical psychology; Developmental psychology; Psychiatry","score_opus":0.20279889659389544,"score_gpt":0.503502121828659,"score_spread":0.3007032252347636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410577899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97349626,0.0026974974,0.00006940124,0.008615759,0.0012541822,0.013356455,0.00021268998,0.0000843684,0.00021339262],"genre_scores_gemma":[0.9816236,0.0023471834,0.00018493885,0.0052345083,0.0005174807,0.009724292,0.0002573523,0.00002678189,0.000083864245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99186575,0.0032681387,0.0025550276,0.00082978676,0.00047265066,0.0010086471],"domain_scores_gemma":[0.9956065,0.0018254536,0.0008992164,0.0007084152,0.00019356984,0.0007668802],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0051507894,0.0003267988,0.00076738134,0.0003876367,0.0018246026,0.000021075852,0.00035294768,0.00027723177,0.00008621185],"category_scores_gemma":[0.0002162929,0.00026084916,0.00007226341,0.0009549954,0.00020989524,0.00021815498,0.00020971455,0.0014488891,0.0000045871084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004715664,0.0013966421,0.9596741,0.001783395,0.000024046158,8.851921e-7,0.004614071,0.0000014242061,0.0000010865826,0.0075016688,0.0024098728,0.017877128],"study_design_scores_gemma":[0.025110887,0.0013806717,0.95129037,0.00036187464,0.0000798968,4.43352e-7,0.009900567,0.00017004373,2.1650143e-7,0.0015658502,0.010007082,0.00013206936],"about_ca_topic_score_codex":0.007599825,"about_ca_topic_score_gemma":0.0117393285,"teacher_disagreement_score":0.020395225,"about_ca_system_score_codex":0.00028716298,"about_ca_system_score_gemma":0.0020856613,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W4410591093","doi":"10.2196/56176","title":"Clinical Efficacy of Multimodal Exercise Telerehabilitation Based on AI for Chronic Nonspecific Low Back Pain: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Physical therapy; Medicine; Randomized controlled trial; Oswestry Disability Index; Physical medicine and rehabilitation; Manual therapy; Visual analogue scale; Low back pain; Telemedicine; Health care","score_opus":0.026311478445825723,"score_gpt":0.4097998499965607,"score_spread":0.383488371550735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410591093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8999334,0.0020841844,0.013374645,0.022847807,0.0016911845,0.05933051,0.000025269072,0.00010339289,0.00060962705],"genre_scores_gemma":[0.991031,0.0006256681,0.0028858331,0.0028297596,0.00049509126,0.0018015413,0.000078860015,0.000025089359,0.00022719249],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.994495,0.0020809195,0.0021298404,0.00055305084,0.00031755117,0.000423641],"domain_scores_gemma":[0.9805885,0.01777988,0.0005193787,0.0004293162,0.00031670733,0.00036623087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012142198,0.0002661505,0.002533514,0.00035061972,0.00015797108,0.0000128954825,0.00007185805,0.00030398773,0.00006129529],"category_scores_gemma":[0.0061346074,0.00018483245,0.000888161,0.00027622355,0.000389717,0.000042495234,0.0000099429335,0.00036656664,0.0000068101626],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.89686567,0.0019900098,0.00041989822,0.015029518,0.00005142689,1.6988167e-7,0.00013557514,0.00004412289,0.000020694766,0.00048080922,0.0021291391,0.082832985],"study_design_scores_gemma":[0.8992167,0.0062926104,0.025331803,0.0017792446,0.00016739819,7.748664e-8,0.000059039336,0.0664295,0.0000044636818,0.0001965142,0.00040150617,0.00012110858],"about_ca_topic_score_codex":0.000034469962,"about_ca_topic_score_gemma":0.000008366454,"teacher_disagreement_score":0.091097586,"about_ca_system_score_codex":0.0001933058,"about_ca_system_score_gemma":0.001774587,"threshold_uncertainty_score":0.7537248},"labels":[],"label_agreement":null},{"id":"W4410741932","doi":"10.2196/77736","title":"Evaluation of the Impact of a Smartphone App on Adherence to an Exercise Program in People With Chronic Low Back Pain: Randomized Controlled Trial","year":2025,"lang":"en","type":"preprint","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Physical therapy; Randomized controlled trial; Chronic pain; Medicine; Smartphone application; Computer science; Multimedia; World Wide Web; Surgery","score_opus":0.03660148795458815,"score_gpt":0.4180773848404043,"score_spread":0.3814758968858162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410741932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9317954,0.00096685113,0.000049507584,0.0006952713,0.00022772522,0.065939054,0.00002091575,0.000022555072,0.00028272823],"genre_scores_gemma":[0.98998696,0.0004416653,0.00026932303,0.00010563107,0.00011954514,0.008896916,0.00006977115,0.000016621912,0.0000935708],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9922883,0.0044929376,0.0013760295,0.00052283396,0.0009537527,0.00036617773],"domain_scores_gemma":[0.99651176,0.00092560257,0.00095491856,0.00068080775,0.00060301943,0.00032392022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01737316,0.00032814563,0.0027715259,0.00034780265,0.000054121694,0.000011557718,0.00013199194,0.0002804994,0.000051911473],"category_scores_gemma":[0.0015499704,0.00016811083,0.00045311847,0.00049865356,0.00014896308,0.00002841571,0.000052601223,0.00056627067,0.0000010184342],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87687826,0.0019890661,0.0011836917,0.021355392,0.00010538536,1.0648902e-7,0.0024865773,0.001302852,0.000011055957,0.000015044672,0.00010013627,0.0945724],"study_design_scores_gemma":[0.847196,0.015042099,0.08971874,0.008914865,0.00043787545,2.7375611e-7,0.00014329786,0.038183946,0.0000048564198,0.00021550455,0.0000013286998,0.00014124533],"about_ca_topic_score_codex":0.0035377133,"about_ca_topic_score_gemma":0.0017076131,"teacher_disagreement_score":0.09443116,"about_ca_system_score_codex":0.0006954289,"about_ca_system_score_gemma":0.009085555,"threshold_uncertainty_score":0.996532},"labels":[],"label_agreement":null},{"id":"W4410846993","doi":"10.2196/59733","title":"Impact of 12-Month mHealth Home Telemonitoring on Clinical Outcomes in Older Individuals With Hypertension and Type 2 Diabetes: Multicenter Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; Javna Agencija za Raziskovalno Dejavnost RS; European Commission","keywords":"Medicine; Blood pressure; Type 2 diabetes; mHealth; Randomized controlled trial; Body mass index; Population; Diabetes mellitus; Evening; Physical therapy; Internal medicine; Psychological intervention; Nursing; Endocrinology","score_opus":0.07153604846388104,"score_gpt":0.4865485296732014,"score_spread":0.4150124812093203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410846993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617494,0.0016342383,0.000021182987,0.0030884421,0.0014284187,0.031422634,0.0000542666,0.00009876142,0.00050269044],"genre_scores_gemma":[0.9757083,0.00899907,0.00043530087,0.004258912,0.00034606742,0.009901354,0.00004650629,0.000056388184,0.00024810992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.988732,0.0036119877,0.0043783453,0.0009910575,0.0005158473,0.001770792],"domain_scores_gemma":[0.98555475,0.01008764,0.001885473,0.0007383952,0.00035973516,0.0013739904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00852495,0.00059070997,0.00473706,0.00088967726,0.00087548187,0.000019866317,0.00022085286,0.0006478877,0.000042030264],"category_scores_gemma":[0.001465643,0.00037297854,0.00029287685,0.00065230136,0.0002993542,0.00013948206,0.00011425447,0.0018390699,0.000011719846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.39356825,0.00094300497,0.5957151,0.0019110782,0.0001077341,0.0000013378991,0.00038532633,0.000003830018,6.356427e-7,0.00050437346,0.00059097906,0.0062683453],"study_design_scores_gemma":[0.4976722,0.0019456671,0.49849728,0.00070704904,0.00014366917,4.336436e-7,0.00018299952,0.00024236996,1.4567148e-7,0.00011970065,0.00033828814,0.00015017237],"about_ca_topic_score_codex":0.0013593143,"about_ca_topic_score_gemma":0.00046992127,"teacher_disagreement_score":0.104103975,"about_ca_system_score_codex":0.00040902494,"about_ca_system_score_gemma":0.0043083588,"threshold_uncertainty_score":0.9998722},"labels":[],"label_agreement":null},{"id":"W4410882167","doi":"10.2196/58703","title":"The Effectiveness of the Be Prepared mHealth App on Recovery of Physical Functioning After Major Elective Surgery: Multicenter Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Medicine; Physical therapy; Surgery; Psychological intervention; Nursing","score_opus":0.01369860170756721,"score_gpt":0.32796703056291154,"score_spread":0.31426842885534434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410882167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836024,0.0012102202,0.00016790659,0.001317819,0.001932315,0.010823532,0.000021122354,0.0000393081,0.00088534766],"genre_scores_gemma":[0.9948865,0.0005320137,0.000019764513,0.0010652445,0.00023191111,0.0027719473,0.000009212399,0.000026330648,0.00045705924],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9930779,0.004126558,0.0012838267,0.00047324304,0.0004739919,0.0005645226],"domain_scores_gemma":[0.9742251,0.02387549,0.000889421,0.0005553329,0.0002622943,0.00019235813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006929733,0.0003086868,0.0026945656,0.00024256541,0.00031631102,0.000018697827,0.00010192147,0.0001538576,0.000006473508],"category_scores_gemma":[0.0029126874,0.00016009362,0.00084855047,0.00050692714,0.00034692106,0.00007964161,0.000055734257,0.0005258353,0.0000010578727],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98906446,0.00066494796,0.0032184275,0.0029810728,0.00039483595,0.0000012488811,0.00030965515,0.000008833253,0.0001088615,0.00029437654,0.00032395034,0.002629322],"study_design_scores_gemma":[0.9036837,0.001470485,0.087791204,0.0026248943,0.00092583685,0.0000039826914,0.00013075864,0.00052862795,0.001781684,0.000645128,0.00023589483,0.00017779476],"about_ca_topic_score_codex":0.00014868872,"about_ca_topic_score_gemma":0.000046768782,"teacher_disagreement_score":0.08538076,"about_ca_system_score_codex":0.00027287245,"about_ca_system_score_gemma":0.001695165,"threshold_uncertainty_score":0.6528428},"labels":[],"label_agreement":null},{"id":"W4410896400","doi":"10.2196/60905","title":"Providing 2 Types of mHealth Interventions to Support Self-Management Among People Living With HIV: Randomized Clinical Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Self-management; Psychological intervention; Mood; Medicine; Randomized controlled trial; Digital health; Mental health; Physical therapy; Health care; Gerontology; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.06298355254911144,"score_gpt":0.4665099276058073,"score_spread":0.40352637505669586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410896400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9588198,0.0005704347,0.008957331,0.0065917727,0.0002774256,0.0089855995,0.000033640332,0.00016112818,0.015602883],"genre_scores_gemma":[0.9812766,0.0013527188,0.0034093314,0.0006021454,0.0001663595,0.0008231726,0.000039846087,0.000025387828,0.012304483],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9959459,0.00080752716,0.0016654384,0.00050697423,0.00040357423,0.00067062513],"domain_scores_gemma":[0.99732214,0.00073144806,0.0003812914,0.0004179341,0.00022257607,0.0009246079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005154636,0.0002092379,0.0012391735,0.00066143414,0.0002743366,0.000037342626,0.00015488236,0.00011128909,0.00016811829],"category_scores_gemma":[0.0007589229,0.00015753695,0.00041393822,0.0007157353,0.00015548927,0.000114385846,0.0001491101,0.00047607187,0.000021354554],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.51677614,0.008461596,0.15769465,0.0833554,0.0013425349,0.000033379554,0.005021258,0.000005523972,0.000002982894,0.016751088,0.11297297,0.0975825],"study_design_scores_gemma":[0.7240352,0.03675318,0.21201302,0.013487385,0.0020759006,0.000022794771,0.0030992248,0.0019024631,0.000009858451,0.00023488788,0.005935558,0.0004305139],"about_ca_topic_score_codex":0.00032691957,"about_ca_topic_score_gemma":0.00064309675,"teacher_disagreement_score":0.20725909,"about_ca_system_score_codex":0.0001560511,"about_ca_system_score_gemma":0.0010426773,"threshold_uncertainty_score":0.6424171},"labels":[],"label_agreement":null},{"id":"W4410984035","doi":"10.2196/58078","title":"Trade-Offs Between Simplifying Inertial Measurement Unit–Based Movement Recordings and the Attainability of Different Levels of Analyses: Systematic Assessment of Method Variations","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inertial measurement unit; Accelerometer; Movement (music); Unit (ring theory); Computer science; Units of measurement; Physical medicine and rehabilitation; Econometrics; Psychology; Artificial intelligence; Mathematics; Acoustics; Medicine","score_opus":0.21076974009523936,"score_gpt":0.45968122492621094,"score_spread":0.24891148483097159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410984035","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1731717,0.00036479603,0.81977123,0.0041381745,0.00011642244,0.002308646,0.00004296384,0.000025476576,0.000060596278],"genre_scores_gemma":[0.9942842,0.000022310818,0.0051967525,0.00027539942,0.000016965276,0.00019303059,0.0000024803876,0.000005802936,0.0000030427443],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99481416,0.0022246202,0.0016148353,0.00039583628,0.0006732479,0.00027728642],"domain_scores_gemma":[0.9954179,0.0021790788,0.001268911,0.00059160334,0.00038870444,0.00015378914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065121306,0.00019944113,0.0012013494,0.00031834372,0.00020036384,0.00003670841,0.00032829077,0.000075251155,0.0000020781513],"category_scores_gemma":[0.0002945515,0.00013692705,0.00012054006,0.0006564954,0.00010886652,0.00013642639,0.0001448745,0.00019223084,4.0369166e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042112643,0.002334905,0.25634345,0.45069158,0.0017099832,0.0000013246952,0.015806561,0.00026459506,0.004134466,0.0895595,0.00013723018,0.17859527],"study_design_scores_gemma":[0.0040805223,0.00047688565,0.89502615,0.0049524447,0.0005115396,0.0000013007968,0.0010170562,0.08746849,0.0012987087,0.0049494123,0.000009145977,0.0002083241],"about_ca_topic_score_codex":0.0010135242,"about_ca_topic_score_gemma":0.00009670888,"teacher_disagreement_score":0.8211125,"about_ca_system_score_codex":0.00025691386,"about_ca_system_score_gemma":0.0009196195,"threshold_uncertainty_score":0.5583723},"labels":[],"label_agreement":null},{"id":"W4411011480","doi":"10.2196/71619","title":"Population-Level Dissemination of a Smoking Cessation Smartphone App: Quasi-Experimental Comparison of Values-Based Messages in Social Media Advertisements","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Social media; Smartphone application; mHealth; Smartphone app; Advertising; Population; Internet privacy; Psychology; Computer science; Medicine; Multimedia; Environmental health; World Wide Web; Psychological intervention; Business","score_opus":0.07418352435294781,"score_gpt":0.4487322274539601,"score_spread":0.3745487031010123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411011480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980451,0.0003571301,0.0003143127,0.00044716825,0.00019135614,0.00046779966,0.000026546726,0.00002465893,0.00012591216],"genre_scores_gemma":[0.999246,0.000027582184,0.00012830796,0.00008148229,0.000042869422,0.000057656096,0.00038326107,0.000010458131,0.000022374588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983134,0.00011596753,0.00073133264,0.00021698327,0.00041995395,0.00020236442],"domain_scores_gemma":[0.99918014,0.00014459273,0.0003900977,0.0001135959,0.00009328811,0.00007829684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050215615,0.00012468522,0.00045615964,0.00040478003,0.00012608043,0.0000061237665,0.000045635672,0.00013815642,0.000023092036],"category_scores_gemma":[0.00008427839,0.00012599953,0.0000424108,0.0004443049,0.00005394436,0.00008133422,0.000014842648,0.00016321312,8.896781e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000368303,0.0012911945,0.97001314,0.0014045369,0.000009006931,4.3287196e-7,0.004300857,0.000005880542,0.0006825887,0.00035733904,0.0002833424,0.02128336],"study_design_scores_gemma":[0.0022464553,0.00025916562,0.9890195,0.00058880507,0.000086073946,3.5246134e-7,0.0017881697,0.0007783073,0.0050713853,0.000083289546,0.00000617441,0.0000723129],"about_ca_topic_score_codex":0.00050339923,"about_ca_topic_score_gemma":0.00008689134,"teacher_disagreement_score":0.021211047,"about_ca_system_score_codex":0.00027275874,"about_ca_system_score_gemma":0.00020429408,"threshold_uncertainty_score":0.5138112},"labels":[],"label_agreement":null},{"id":"W4411015566","doi":"10.2196/71375","title":"Measuring Psychological Well-Being and Behaviors Using Smartphone-Based Digital Phenotyping: An Intensive Longitudinal Observational mHealth Pilot Study Embedded in a Prospective Cohort of Women","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Institut Universitaire en Santé Mentale de Québec","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; Harvard T.H. Chan School of Public Health","keywords":"mHealth; Preprint; Observational study; Smartphone application; Longitudinal study; Psychology; Cohort study; Prospective cohort study; Medicine; Clinical psychology; Gerontology; Psychological intervention; Computer science; Multimedia; Psychiatry; World Wide Web; Internal medicine","score_opus":0.17918968278170516,"score_gpt":0.45965473971652326,"score_spread":0.2804650569348181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411015566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945029,0.00020615631,0.00020501195,0.00040899118,0.0005821455,0.0029072384,0.000050422354,0.00007064272,0.0010664917],"genre_scores_gemma":[0.99811584,0.000006342299,0.00023276325,0.0008389687,0.000050803515,0.0006001721,0.00003948393,0.000034369445,0.00008126107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956583,0.00039757002,0.0014250531,0.0010474137,0.00036700198,0.0011046623],"domain_scores_gemma":[0.99790746,0.00022235658,0.00048539074,0.00041411136,0.00030473433,0.00066595647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014770345,0.00036185692,0.0008160233,0.00061152247,0.0003362674,0.00008329366,0.00019676796,0.00012662401,0.000036430505],"category_scores_gemma":[0.00013136362,0.00036740227,0.000050782593,0.00080231164,0.0002743067,0.00041319092,0.00010829913,0.0005869043,0.0000051002985],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027026152,0.0064890557,0.97747254,0.00073179253,0.000046703593,0.000018881106,0.005067894,0.000009606814,0.000011418811,0.0031728696,0.000023786342,0.0042528585],"study_design_scores_gemma":[0.0037714047,0.0076902565,0.9789081,0.00036302264,0.00004757962,0.000022479671,0.006808717,0.000237431,0.000007336641,0.0019129539,0.000006396099,0.00022428168],"about_ca_topic_score_codex":0.0013205655,"about_ca_topic_score_gemma":0.0004884033,"teacher_disagreement_score":0.0040285764,"about_ca_system_score_codex":0.0011799079,"about_ca_system_score_gemma":0.0004741906,"threshold_uncertainty_score":0.9998778},"labels":[],"label_agreement":null},{"id":"W4411041725","doi":"10.2196/63033","title":"Comparison of ActiGraph CentrePoint Insight Watch Placement on Dominant and Nondominant Wrists in Young Adults in Free-Living Conditions: Observational Validation Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Smartwatch; Psychology; Computer science; Wearable computer; World Wide Web","score_opus":0.08039848598653836,"score_gpt":0.42930430468485237,"score_spread":0.348905818698314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411041725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990815,0.00037175318,0.000021485732,0.006342395,0.00014207975,0.0020296131,0.00002537031,0.000012085817,0.00024023248],"genre_scores_gemma":[0.9986161,0.00059832074,0.000086105036,0.00040197477,0.00003847031,0.00016396013,0.000041971292,0.000007893801,0.000045227443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997838,0.00024788297,0.0008404483,0.00039266679,0.00030695758,0.0003740057],"domain_scores_gemma":[0.9986829,0.00052039203,0.00028540395,0.00023129204,0.00007129702,0.00020867112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089317,0.00016972118,0.0007242,0.00033013296,0.00013753641,0.000011095895,0.000052645868,0.00009091991,0.000008375603],"category_scores_gemma":[0.00017310886,0.00015019858,0.00002983531,0.0004714193,0.00006725085,0.00014019893,0.000051479787,0.00042810218,7.829662e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00267644,0.008931435,0.97085255,0.0031196384,0.000015500435,0.0000070030724,0.009057159,0.000013818625,0.00014583535,0.0018556605,0.00040611453,0.002918841],"study_design_scores_gemma":[0.0068589253,0.0018496801,0.9840624,0.00199349,0.000033063658,0.0000034126226,0.003217073,0.001089152,0.0003108946,0.0004162403,0.000069542075,0.000096126554],"about_ca_topic_score_codex":0.0036290598,"about_ca_topic_score_gemma":0.005481236,"teacher_disagreement_score":0.013209845,"about_ca_system_score_codex":0.00030302984,"about_ca_system_score_gemma":0.00046755164,"threshold_uncertainty_score":0.612492},"labels":[],"label_agreement":null},{"id":"W4411063297","doi":"10.2196/69259","title":"Outdoor Exercise Facility–Based Integrative Mobile Health Intervention to Support Physical Activity, Mental Well-Being, and Exercise Self-Efficacy Among Older Adults With Prefrailty and Frailty in Hong Kong: Pilot Feasibility Randomized Controlled Trial Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; mHealth; Physical therapy; Psychological intervention; Intervention (counseling); Gerontology; Mental health; Population; Nursing; Psychiatry","score_opus":0.026042979083205332,"score_gpt":0.3807488278619716,"score_spread":0.35470584877876626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411063297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92064315,0.00035731582,0.00012838493,0.001475922,0.00023261443,0.07681833,0.00006806553,0.00017953696,0.000096656615],"genre_scores_gemma":[0.9900269,0.0003059382,0.00019384656,0.00037787628,0.00006235257,0.008571795,0.00009355478,0.00003880481,0.0003289184],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99367857,0.0015295539,0.0015149807,0.0016091203,0.0006956389,0.00097214733],"domain_scores_gemma":[0.9963922,0.00083646725,0.0006429475,0.0006576246,0.00021171731,0.0012590418],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003328695,0.0007754717,0.0042028506,0.0005886497,0.00037601066,0.0001049026,0.00015403349,0.00017996304,0.00002902023],"category_scores_gemma":[0.00034114034,0.00055443717,0.00023813244,0.00060284155,0.00039604405,0.00031704834,0.00017851221,0.0009824301,0.0000034946638],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8523601,0.022826314,0.040785894,0.0037293776,0.00013266852,0.000014434964,0.026872212,0.0000023972423,0.000002576134,0.00000891888,0.00026545848,0.052999597],"study_design_scores_gemma":[0.7017834,0.01869434,0.2699289,0.002611908,0.00040621986,0.0000038635194,0.0046133474,0.0016031449,0.000027331422,0.000021257134,0.000010188604,0.00029605938],"about_ca_topic_score_codex":0.0029176404,"about_ca_topic_score_gemma":0.0025339522,"teacher_disagreement_score":0.22914301,"about_ca_system_score_codex":0.0006658287,"about_ca_system_score_gemma":0.0011089366,"threshold_uncertainty_score":0.9996907},"labels":[],"label_agreement":null},{"id":"W4411082008","doi":"10.2196/78188","title":"Correction: Clinical Efficacy of Multimodal Exercise Telerehabilitation Based on AI for Chronic Nonspecific Low Back Pain: Randomized Controlled Trial","year":2025,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Physical therapy; Randomized controlled trial; Physical medicine and rehabilitation; Medicine; Telemedicine; Health care; Surgery","score_opus":0.046302479563832835,"score_gpt":0.4280070730780908,"score_spread":0.381704593514258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411082008","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006477707,0.03821068,0.01541143,0.15462537,0.38553905,0.37657595,0.001424675,0.0008761564,0.020858977],"genre_scores_gemma":[0.28902936,0.109618515,0.0070596915,0.08923057,0.13813192,0.062214978,0.016418982,0.0014472352,0.28684875],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98162967,0.0072425366,0.006962568,0.0016241953,0.0010931446,0.0014478777],"domain_scores_gemma":[0.9688214,0.02355659,0.0030105873,0.0012554186,0.0014330419,0.0019229797],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.031804584,0.0009538229,0.010298477,0.0010847744,0.00048265423,0.00005605302,0.00023350229,0.0024545093,0.00019606331],"category_scores_gemma":[0.013556942,0.00072959805,0.0019476848,0.0006777249,0.0004451787,0.000078832076,0.00003047786,0.0032289627,0.00001819295],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4787341,0.0011278457,0.000026997837,0.031467743,0.00008127527,0.0000016520186,0.00012234901,0.000005329968,4.0094267e-8,0.0000650522,0.41549847,0.07286915],"study_design_scores_gemma":[0.7790099,0.011340765,0.0010621542,0.011409949,0.00037054703,0.000003072961,0.000069976835,0.04892498,1.560185e-7,0.00002236391,0.14742313,0.0003630463],"about_ca_topic_score_codex":0.0013870391,"about_ca_topic_score_gemma":0.00020770085,"teacher_disagreement_score":0.31436098,"about_ca_system_score_codex":0.0012386887,"about_ca_system_score_gemma":0.048849273,"threshold_uncertainty_score":0.99951553},"labels":[],"label_agreement":null},{"id":"W4411082583","doi":"10.2196/67519","title":"Leveraging Smartphone Mobility Data to Understand HIV Risk Among Rural South African Young Adults: Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Mental Health; Wellcome Trust","keywords":"Preprint; mHealth; Human immunodeficiency virus (HIV); Gerontology; Internet privacy; Medicine; Psychology; Environmental health; Computer science; Psychological intervention; Family medicine; World Wide Web; Nursing","score_opus":0.1300666528016921,"score_gpt":0.4595852013346297,"score_spread":0.3295185485329376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411082583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96305275,0.00081610953,0.0024052276,0.006095676,0.0011262348,0.022910852,0.0012179697,0.00047539768,0.001899803],"genre_scores_gemma":[0.98730564,0.00071118795,0.00062758307,0.0046686474,0.000422018,0.005145831,0.00034194606,0.000065836655,0.00071133807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9890894,0.0025985378,0.0027235853,0.002190125,0.00068617455,0.0027121427],"domain_scores_gemma":[0.99057806,0.001135677,0.001057545,0.0037604375,0.0004253471,0.003042942],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0077232416,0.0006435867,0.0012698325,0.00055164314,0.0053303214,0.00005649876,0.0010320771,0.00041250186,0.000141478],"category_scores_gemma":[0.00094216963,0.00060160237,0.00008149026,0.0018144195,0.00026500554,0.00034742235,0.0010176299,0.002489263,0.00013384472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014930768,0.0009940324,0.9423266,0.0041120346,0.000029450524,0.0000021907565,0.026631765,0.0000065108566,6.4203175e-7,0.0003693037,0.013587839,0.0104465205],"study_design_scores_gemma":[0.004449929,0.0004217619,0.86326486,0.00039263125,0.0001239627,0.0000011077381,0.12506229,0.00068036554,2.1652058e-7,0.0005318003,0.0047282535,0.00034281364],"about_ca_topic_score_codex":0.01653765,"about_ca_topic_score_gemma":0.019299679,"teacher_disagreement_score":0.09843052,"about_ca_system_score_codex":0.001633362,"about_ca_system_score_gemma":0.004709973,"threshold_uncertainty_score":0.999812},"labels":[],"label_agreement":null},{"id":"W4411084553","doi":"10.2196/60070","title":"Automatic Image Recognition Meal Reporting Among Young Adults: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Meal; Medicine; Psychology; Computer science; World Wide Web; Internal medicine","score_opus":0.03164634392770085,"score_gpt":0.3716302180184182,"score_spread":0.3399838740907174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411084553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97251314,0.0023740313,0.000094480885,0.006904256,0.0006191806,0.0089357095,0.000013474875,0.00016310801,0.008382591],"genre_scores_gemma":[0.9897381,0.0027077522,0.0013025367,0.0027553763,0.0005673156,0.0023606657,0.00011617238,0.000017269338,0.00043477543],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963366,0.0002869678,0.0022470646,0.0003687968,0.00030723424,0.00045336224],"domain_scores_gemma":[0.9971138,0.0006833464,0.001411587,0.0001674716,0.00023859374,0.00038518463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029534206,0.00020876,0.0020169998,0.00018986146,0.00044389188,0.0000327897,0.00003454592,0.00012426586,0.00007266683],"category_scores_gemma":[0.003768987,0.00015121124,0.0003024114,0.00022930716,0.00016482246,0.0000800111,0.000030023855,0.00029202495,0.0000066605867],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9794453,0.0003534316,0.001649791,0.0035067943,0.00014105857,0.000029680148,0.00026569664,3.5741667e-8,0.0000028776954,0.00026360925,0.006014208,0.008327551],"study_design_scores_gemma":[0.9809628,0.00048189057,0.013198202,0.0009018801,0.0005372856,0.00003088644,0.00059995457,0.0011974281,0.0000024611454,0.0018012705,0.00016768431,0.00011827038],"about_ca_topic_score_codex":0.0006988429,"about_ca_topic_score_gemma":0.00007826417,"teacher_disagreement_score":0.01722497,"about_ca_system_score_codex":0.00015270677,"about_ca_system_score_gemma":0.00047812166,"threshold_uncertainty_score":0.61662155},"labels":[],"label_agreement":null},{"id":"W4411147731","doi":"10.2196/63935","title":"Combined Use of Digital and Analog Physical Therapy in Patients With Musculoskeletal Disorders and Indicators of Chronicity: German Claims Data Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Population; Odds ratio; Concomitant; Medical prescription; Internal medicine; Environmental health","score_opus":0.016743237885901575,"score_gpt":0.353539862161638,"score_spread":0.3367966242757364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411147731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980284,0.00034463906,0.00003328142,0.0006357416,0.000011082763,0.00080084597,0.000104461746,0.00000871106,0.000032864555],"genre_scores_gemma":[0.9983277,0.001122464,0.0000651027,0.0000987265,0.000006426738,0.000011308424,0.00035247675,0.000008821633,0.000007008194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877375,0.00006578691,0.00037081842,0.00036920214,0.00020427132,0.00021618808],"domain_scores_gemma":[0.99911886,0.00014407898,0.00018137266,0.0003479473,0.00004339627,0.00016433318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001526066,0.00014915563,0.00057752494,0.00054169854,0.000056422225,0.000011948057,0.000056782577,0.000070616814,0.0000024015571],"category_scores_gemma":[0.000036647787,0.000104883315,0.00004754783,0.0009162898,0.0003403874,0.00020324843,0.00006247623,0.00015484061,5.149435e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070322584,0.0008532037,0.92070466,0.0018067146,0.00014001352,1.287206e-7,0.0004680778,0.000001193777,0.0000024815122,0.00037036135,0.000022965554,0.07492698],"study_design_scores_gemma":[0.003614691,0.0025077462,0.9923756,0.000081426064,0.00020944136,5.619493e-8,0.00012861492,0.00067831745,6.997776e-7,0.00025988108,0.00006384129,0.00007967486],"about_ca_topic_score_codex":0.0003157253,"about_ca_topic_score_gemma":0.00017342121,"teacher_disagreement_score":0.0748473,"about_ca_system_score_codex":0.000024933066,"about_ca_system_score_gemma":0.00016691147,"threshold_uncertainty_score":0.42770174},"labels":[],"label_agreement":null},{"id":"W4411199658","doi":"10.2196/59199","title":"Consumer Wearable Usage to Collect Health Data Among Adults Living in Germany: Nationwide Observational Survey Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Wearable computer; Medicine; Gerontology; Environmental health; Psychology; Internet privacy; Computer science","score_opus":0.19302793568418616,"score_gpt":0.506810474751537,"score_spread":0.31378253906735076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411199658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577838,0.0025229775,0.00037992082,0.0152370725,0.0009510724,0.020744406,0.0006686926,0.0002331539,0.0014788582],"genre_scores_gemma":[0.95283574,0.0029979306,0.00073357276,0.029029068,0.00021258852,0.010722509,0.00046553052,0.0000634478,0.002939595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98820436,0.004029216,0.0030889725,0.0016780938,0.00065792614,0.0023414239],"domain_scores_gemma":[0.99032795,0.00457255,0.0009183391,0.0017406421,0.00049066136,0.0019498435],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.013958306,0.0004718945,0.0011791956,0.0010666363,0.0032869575,0.000046798406,0.0008244046,0.0003396524,0.00016484909],"category_scores_gemma":[0.0021180536,0.00048697356,0.0000369483,0.0031828808,0.00010681606,0.00041082522,0.0006641498,0.001649524,0.00013630097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037057797,0.0007150795,0.92454475,0.0032780457,0.000014376843,0.0000018263695,0.00374823,0.000009953225,3.906651e-7,0.00077037024,0.05472743,0.011818983],"study_design_scores_gemma":[0.0023887844,0.00031789104,0.95747715,0.0014633567,0.00001623351,9.2262746e-7,0.0025691655,0.0013632803,5.865892e-8,0.000115868905,0.03401855,0.0002687256],"about_ca_topic_score_codex":0.053841505,"about_ca_topic_score_gemma":0.21163225,"teacher_disagreement_score":0.15779075,"about_ca_system_score_codex":0.001042325,"about_ca_system_score_gemma":0.012554664,"threshold_uncertainty_score":0.9997582},"labels":[],"label_agreement":null},{"id":"W4411231852","doi":"10.2196/71196","title":"Effects of Remote Web-Based Interventions on the Physiological and Psychological States of Patients With Cancer: Systematic Review With Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Meta-analysis; Medicine; Cancer; Psychology; Clinical psychology; Applied psychology; Psychiatry; Pathology","score_opus":0.14061411032128457,"score_gpt":0.4570156321841935,"score_spread":0.31640152186290893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411231852","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011602207,0.9917009,0.00003112963,0.0004953167,0.000030118828,0.0062128888,0.00033072563,0.000016260656,0.000022453949],"genre_scores_gemma":[0.004566133,0.9927057,0.0000488346,0.0014947372,0.000010951299,0.000938714,0.00017137046,0.000015087525,0.000048483387],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966242,0.0010949122,0.0011276497,0.00049750245,0.00039479564,0.00026095106],"domain_scores_gemma":[0.99659896,0.0010513986,0.0013707033,0.0005567521,0.00020926054,0.00021292164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006709866,0.0004003019,0.0069103832,0.00023961237,0.00007853704,0.0000068146683,0.00013353606,0.00014168983,0.000038345952],"category_scores_gemma":[0.00010592257,0.00015192613,0.001098872,0.0010523014,0.00017229581,0.000012882115,0.000027618928,0.0004195339,3.857092e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014241737,0.00028716447,0.000035914265,0.9820169,0.008558443,0.0000018780968,0.000026569965,2.2717367e-7,3.2360263e-9,0.00003175908,0.00018161225,0.008717099],"study_design_scores_gemma":[0.0006778545,0.0034334012,0.0011401221,0.49752828,0.49565753,0.0000016470854,0.000017637314,0.0000052528267,9.228667e-8,0.0000062803656,0.0013772169,0.00015468853],"about_ca_topic_score_codex":0.00019920267,"about_ca_topic_score_gemma":0.00024040627,"teacher_disagreement_score":0.48709908,"about_ca_system_score_codex":0.000068655216,"about_ca_system_score_gemma":0.000394495,"threshold_uncertainty_score":0.61953676},"labels":[],"label_agreement":null},{"id":"W4411240032","doi":"10.2196/66403","title":"Natural Language Processing Chatbot–Based Interventions for Improvement of Diet, Physical Activity, and Tobacco Smoking Behaviors: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Chatbot; Psychological intervention; Physical activity; Psychology; Medicine; Computer science; Environmental health; Natural language processing; Physical therapy; Psychiatry","score_opus":0.10794237453088691,"score_gpt":0.5332283555847087,"score_spread":0.4252859810538218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411240032","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009410646,0.98599166,0.00006951824,0.00028033226,0.0006049659,0.011231096,0.00071404455,0.00006813234,0.000099204204],"genre_scores_gemma":[0.03294712,0.95516664,0.00009919743,0.00044326042,0.0001302886,0.009975865,0.0003305654,0.00008075795,0.0008263047],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99630535,0.00034495452,0.0017212384,0.00071378256,0.00025241426,0.0006622589],"domain_scores_gemma":[0.9965695,0.00049759756,0.001999448,0.00051481894,0.000103315004,0.0003152935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00092536747,0.0005167061,0.0032679802,0.0003824384,0.00023606159,0.000055622735,0.00026192932,0.00020465779,0.000009466942],"category_scores_gemma":[0.0001172714,0.00042153517,0.00084726536,0.00040983842,0.000101969374,0.0001436741,0.00014261373,0.00054447417,0.0000029534217],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020586078,0.0005395302,0.0000016537214,0.5554099,0.000040599665,0.000001178005,0.00009460123,1.57014e-9,3.2795942e-8,0.00013459036,0.00009814091,0.4436592],"study_design_scores_gemma":[0.00055391557,0.0015295772,0.00007278442,0.9924723,0.0035427108,0.000014102164,0.00015422322,0.000010293569,5.0808643e-7,0.000020433246,0.0013339651,0.00029518752],"about_ca_topic_score_codex":0.00013541979,"about_ca_topic_score_gemma":0.000058786063,"teacher_disagreement_score":0.443364,"about_ca_system_score_codex":0.00032354583,"about_ca_system_score_gemma":0.0005156525,"threshold_uncertainty_score":0.99982363},"labels":[],"label_agreement":null},{"id":"W4411330402","doi":"10.2196/71022","title":"Recovery of Patient-Reported Outcome Measures vs Gait Parameters Obtained by Instrumented Insoles After Tibial and Malleolar Fractures: Prospective Longitudinal Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Observational study; Physical medicine and rehabilitation; Gait; Rehabilitation; mHealth; Prospective cohort study; Surgery; Psychological intervention","score_opus":0.0620027591695755,"score_gpt":0.328264614043905,"score_spread":0.2662618548743295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411330402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967036,0.001121161,0.00032706466,0.00023166579,0.00026251088,0.00094550947,0.00025905966,0.00009689425,0.000052529038],"genre_scores_gemma":[0.99849856,0.00035888617,0.0005217818,0.00034761595,0.00001640125,0.00015221354,0.00006586206,0.000016364667,0.000022335002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833524,0.000075146716,0.0006500813,0.0003656161,0.0002448799,0.00032906275],"domain_scores_gemma":[0.9992557,0.00011088091,0.00019919079,0.00020362822,0.00009011191,0.0001404904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030099266,0.00023489488,0.00042866374,0.00018486367,0.0001207401,0.00003836308,0.00007564654,0.00013346157,0.000014176678],"category_scores_gemma":[0.000108726446,0.00020824783,0.00004249314,0.000252849,0.0000550624,0.00013427007,0.00005780027,0.00025862438,4.2725003e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078386744,0.0002649907,0.9835655,0.0008116014,0.00013221153,0.000011959841,0.0011374695,0.00002814245,0.00007684781,0.00005422545,0.0011253153,0.012007879],"study_design_scores_gemma":[0.0013113297,0.00074769574,0.9952496,0.00009127713,0.00006707037,0.0000052248674,0.0006496592,0.0004345838,0.0001023912,0.00061054755,0.00053013855,0.00020045254],"about_ca_topic_score_codex":0.00016121632,"about_ca_topic_score_gemma":0.00015320613,"teacher_disagreement_score":0.011807427,"about_ca_system_score_codex":0.000109468405,"about_ca_system_score_gemma":0.00012913973,"threshold_uncertainty_score":0.84921},"labels":[],"label_agreement":null},{"id":"W4411361705","doi":"10.2196/70412","title":"Health Care Workers’ Experience With a Psychological Self-Monitoring App During the COVID-19 Pandemic: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut universitaire en santé mentale de Montréal; Centre Hospitalier de l’Université de Montréal; Institut Universitaire en Santé Mentale de Québec","funders":"","keywords":"Preprint; Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Health care; mHealth; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Psychology; Computer science; Psychological intervention; Virology; Nursing; World Wide Web; Infectious disease (medical specialty); Disease; Outbreak; Political science","score_opus":0.13529382907669366,"score_gpt":0.5665036404652972,"score_spread":0.4312098113886036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411361705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784874,0.0056816177,0.00078077416,0.007327924,0.0021752436,0.0033194378,0.000028891032,0.0005666948,0.0016320291],"genre_scores_gemma":[0.989585,0.00010052066,0.0025336866,0.0045714625,0.00016502925,0.0022127617,0.000007797614,0.00003667642,0.00078705786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99412626,0.0019847928,0.001106781,0.0011089059,0.0003424693,0.0013307964],"domain_scores_gemma":[0.9967934,0.0005546164,0.00045865148,0.0008921185,0.00007348566,0.0012277594],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018736483,0.00040085227,0.0006499211,0.00026109657,0.0016981168,0.00010550992,0.000489613,0.00017157113,0.000038181865],"category_scores_gemma":[0.0000741066,0.00027700842,0.000091668786,0.00097651756,0.00024100121,0.00013826355,0.00018986607,0.0008611811,0.000020066214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013319342,0.0020387284,0.7991932,0.002243641,0.00010376233,0.000030368903,0.07399995,0.0000019920099,9.512053e-7,0.0011977517,0.001681376,0.118176356],"study_design_scores_gemma":[0.0029577536,0.0026825445,0.8792064,0.00017257336,0.00004013961,0.00017118297,0.10530452,0.0000018257308,0.0000020003056,0.00013871324,0.009077481,0.00024483894],"about_ca_topic_score_codex":0.0015642748,"about_ca_topic_score_gemma":0.00066025916,"teacher_disagreement_score":0.117931515,"about_ca_system_score_codex":0.0012065234,"about_ca_system_score_gemma":0.00062675035,"threshold_uncertainty_score":0.99996823},"labels":[],"label_agreement":null},{"id":"W4411368403","doi":"10.2196/58204","title":"Evaluating a Mobile Digital Therapeutic for Vasomotor and Behavioral Health Symptoms Among Women in Midlife: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hot flash; Medicine; Randomized controlled trial; Quality of life (healthcare); Physical therapy; Pittsburgh Sleep Quality Index; Anxiety; Depression (economics); Vasomotor; Repeated measures design; Psychological intervention; Menopause; Sleep disorder; Patient Health Questionnaire; Internal medicine; Insomnia; Psychiatry; Depressive symptoms; Sleep quality","score_opus":0.07066416967674452,"score_gpt":0.4670846642382346,"score_spread":0.3964204945614901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411368403","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95520806,0.007100725,0.00004048867,0.00215415,0.00037134148,0.034883913,0.0000527392,0.00007046663,0.000118091644],"genre_scores_gemma":[0.9797893,0.0011009992,0.00021420955,0.0032409024,0.00015661154,0.014568011,0.000063275154,0.00003851931,0.00082813826],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99540854,0.00052664545,0.0016725175,0.0006182687,0.00034995822,0.0014240694],"domain_scores_gemma":[0.996514,0.0011374251,0.00060539873,0.00030146458,0.000103337225,0.0013383628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044949898,0.00039067506,0.002999452,0.00042766696,0.000389554,0.00009371878,0.000065119595,0.00018675275,0.00001900527],"category_scores_gemma":[0.00026263393,0.00027687673,0.000071514965,0.00028036413,0.00017488294,0.00016290734,0.000034877965,0.00033849836,0.0000012803035],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91995335,0.0012660519,0.009050234,0.0032339524,0.00017134444,0.0000047116177,0.0031412449,8.822535e-7,0.0000066664816,0.00016820019,0.00007709899,0.06292624],"study_design_scores_gemma":[0.9639579,0.021227669,0.011449544,0.0004693516,0.00032176857,0.000009246766,0.00046496754,0.0011216755,8.0005094e-7,0.00059558434,0.00021950502,0.00016198275],"about_ca_topic_score_codex":0.0005889575,"about_ca_topic_score_gemma":0.00006449605,"teacher_disagreement_score":0.06276426,"about_ca_system_score_codex":0.0007938978,"about_ca_system_score_gemma":0.0028183076,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W4411409988","doi":"10.2196/65983","title":"Perspectives and Experiences of Family Caregivers Using Supportive Mobile Apps in Dementia Care: Meta-Synthesis of Qualitative Research","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dementia; Family caregivers; Psychology; Checklist; Qualitative research; Thematic analysis; Critical appraisal; Perception; Nursing; Gerontology; Medicine; Alternative medicine","score_opus":0.2082782506658329,"score_gpt":0.546142292883204,"score_spread":0.33786404221737115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411409988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723178,0.024077233,0.00003412319,0.00030318103,0.000027637152,0.001280742,0.000028321883,0.0000066937837,0.0019242369],"genre_scores_gemma":[0.9962374,0.0023787916,0.0004712321,0.000048849735,0.000010850981,0.0007823828,0.0000042878987,0.000007906449,0.00005832565],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971759,0.0009018775,0.0004955553,0.0004085255,0.0005329917,0.0004851901],"domain_scores_gemma":[0.9982503,0.0006318828,0.00014769424,0.0001552928,0.00060117757,0.00021367653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021608546,0.00013981332,0.0006514828,0.00074004114,0.00015707035,0.000010790353,0.00007379594,0.000072130366,0.00006545049],"category_scores_gemma":[0.00021049826,0.00011420672,0.000068909234,0.0007485375,0.0007796016,0.00009888533,0.00009020258,0.00026092806,2.972356e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014429026,0.0005937867,0.04640451,0.0071900184,0.00061755994,0.0000144788955,0.9261991,6.894887e-7,0.0007242573,0.0012465924,0.0002099323,0.015356179],"study_design_scores_gemma":[0.001003785,0.0010749736,0.069692075,0.00024115875,0.00037354205,0.0000016465856,0.92503536,0.000031123334,0.0022811522,0.000113439164,0.00008573454,0.00006603445],"about_ca_topic_score_codex":0.00219024,"about_ca_topic_score_gemma":0.00008667764,"teacher_disagreement_score":0.023919541,"about_ca_system_score_codex":0.00015293313,"about_ca_system_score_gemma":0.0011771463,"threshold_uncertainty_score":0.4657215},"labels":[],"label_agreement":null},{"id":"W4411473238","doi":"10.2196/60819","title":"Mobile Health Intervention Tools Promoting HIV Pre-Exposure Prophylaxis Among Adolescent Girls and Young Women in Sub-Saharan Africa: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Medicine; Telehealth; Family medicine; Intervention (counseling); Adolescent health; Human immunodeficiency virus (HIV); Young adult; Telemedicine; Health care; Gerontology; Nursing","score_opus":0.05053758749300622,"score_gpt":0.4345031747135949,"score_spread":0.38396558722058866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411473238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64649034,0.29413807,0.00031169722,0.0044710957,0.0007338003,0.052505087,0.00013944089,0.00034051054,0.0008699581],"genre_scores_gemma":[0.66066784,0.2600938,0.00023225276,0.0062313816,0.00020714267,0.071697176,0.00013740742,0.000064848995,0.00066811335],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.98912776,0.002319177,0.0036683828,0.0013360422,0.00045437212,0.0030942755],"domain_scores_gemma":[0.994913,0.0004344653,0.0015463431,0.00079987897,0.00024932416,0.002057015],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.008545091,0.000555666,0.0016459941,0.00061325077,0.0020185586,0.00005937767,0.00030197814,0.00045364804,0.00006101365],"category_scores_gemma":[0.0004834534,0.0005352374,0.00009947575,0.0013829175,0.00018374455,0.00041201277,0.0002764968,0.002164228,0.000031503463],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002791066,0.00061740034,0.20544502,0.42720717,0.000013767456,0.0000034071586,0.0060610357,0.0000012776194,0.0000069487564,0.000505324,0.011380869,0.34847865],"study_design_scores_gemma":[0.0058305543,0.0027853274,0.7076724,0.24609928,0.00005507253,0.000011675678,0.0019479078,0.00025813954,0.0000042025904,0.0005348234,0.034098733,0.0007018855],"about_ca_topic_score_codex":0.0007733734,"about_ca_topic_score_gemma":0.0013667217,"teacher_disagreement_score":0.50222737,"about_ca_system_score_codex":0.0018219487,"about_ca_system_score_gemma":0.0046169246,"threshold_uncertainty_score":0.9997099},"labels":[],"label_agreement":null},{"id":"W4411523770","doi":"10.2196/69030","title":"Identifying and Evaluating Mobile and Web Apps for Patients to Manage Hidradenitis Suppurativa: Systematic Search in App Stores and Content Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Hidradenitis Suppurativa and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hidradenitis suppurativa; Preprint; Mobile apps; Identification (biology); mHealth; Medicine; App store; Computer science; World Wide Web; Psychological intervention; Psychiatry","score_opus":0.11139169462313589,"score_gpt":0.44783476191825405,"score_spread":0.3364430672951182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411523770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705703,0.00430192,0.00012011573,0.0024593554,0.000056336226,0.0058198334,0.00008171482,0.000030103161,0.00007357869],"genre_scores_gemma":[0.99645746,0.00092618156,0.00082350883,0.00009960792,0.000019893861,0.0011300434,0.000078902056,0.00001828219,0.0004461181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768966,0.00025889414,0.0006824441,0.00057307346,0.00029536546,0.0005005842],"domain_scores_gemma":[0.99865085,0.0004039931,0.00013099884,0.00020025883,0.000121302786,0.0004925882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014351019,0.00024417753,0.0009304316,0.0008057229,0.00034864957,0.0000914055,0.000045556913,0.00009720513,0.00000560835],"category_scores_gemma":[0.00013463394,0.00020136115,0.00004715775,0.000614529,0.000078018,0.00014738149,0.00008378502,0.00017717792,0.000001235891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006939371,0.00043825683,0.8694535,0.08931697,0.0004760962,0.00025978443,0.012666555,6.426269e-7,0.00009352535,0.0005141693,0.000078735495,0.02600785],"study_design_scores_gemma":[0.013139535,0.003514921,0.9505637,0.0071976883,0.0023918126,0.0005213787,0.015201046,0.006778888,0.000026871414,0.00021170166,0.000051411876,0.00040099327],"about_ca_topic_score_codex":0.00041603876,"about_ca_topic_score_gemma":0.00048433692,"teacher_disagreement_score":0.082119286,"about_ca_system_score_codex":0.00017847212,"about_ca_system_score_gemma":0.0001412626,"threshold_uncertainty_score":0.82112694},"labels":[],"label_agreement":null},{"id":"W4411523785","doi":"10.2196/68982","title":"User Archetypes of a Well-Being–Promoting Mobile App Among Adults: Cross-Sectional Study and Cluster Analysis of Usage Patterns","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Cluster (spacecraft); Cross-sectional study; Selection (genetic algorithm); mHealth; Mobile apps; Population; Computer science; Psychology; World Wide Web; Demography; Statistics; Artificial intelligence; Psychological intervention; Sociology; Operating system; Mathematics","score_opus":0.027851235000293538,"score_gpt":0.4276684402227141,"score_spread":0.3998172052224206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411523785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954948,0.0002970467,0.00011228171,0.00012893282,0.0003360315,0.001442346,0.00016606481,0.00003593365,0.0019865572],"genre_scores_gemma":[0.9982943,0.000023564333,0.00004901283,0.00029571838,0.0000318305,0.00030968426,0.000044405453,0.000015888978,0.0009356162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722004,0.00029027654,0.001259253,0.00054141006,0.00023328251,0.0004557635],"domain_scores_gemma":[0.99850005,0.0002799533,0.000506397,0.00034053647,0.000113326336,0.00025973681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010356941,0.00018577692,0.00056117744,0.00066509104,0.00018368536,0.000033679455,0.00014168625,0.00012468686,0.00014509322],"category_scores_gemma":[0.000027163509,0.00017755176,0.00012969857,0.0007605705,0.000186019,0.00013488489,0.00012930644,0.00026736196,0.000004148861],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040537782,0.001518838,0.98150337,0.002570606,0.00031795388,0.000001954351,0.0049487823,0.0000056692684,7.703023e-7,0.00067747856,0.000056621204,0.007992566],"study_design_scores_gemma":[0.001540707,0.0013656195,0.99422675,0.0002171401,0.00019827549,0.0000025119311,0.0018072433,0.00029520818,0.000008466829,0.00016708902,0.000074665964,0.00009633271],"about_ca_topic_score_codex":0.003759567,"about_ca_topic_score_gemma":0.0019421445,"teacher_disagreement_score":0.012723357,"about_ca_system_score_codex":0.00008266855,"about_ca_system_score_gemma":0.00008252466,"threshold_uncertainty_score":0.7240351},"labels":[],"label_agreement":null},{"id":"W4411548781","doi":"10.2196/66650","title":"Integrating Mobile Health App Data Into Electronic Medical or Health Record Systems and Its Impact on Health Care Delivery and Patient Health Outcomes: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of New South Wales; Ian Potter Foundation; David and Elaine Potter Foundation","keywords":"mHealth; Mobile apps; Electronic health record; Health care; Health care delivery; Medical record; Health data; Medicine; Health records; Health information technology; Telehealth; Electronic medical record; Telemedicine; Medical emergency; Nursing; Psychological intervention; Computer science; World Wide Web","score_opus":0.08205910104340754,"score_gpt":0.5360014871661712,"score_spread":0.4539423861227637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411548781","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03092979,0.7919808,0.00046153145,0.12616996,0.0013497722,0.047549363,0.0007883178,0.00061297545,0.00015751044],"genre_scores_gemma":[0.11223991,0.668672,0.0006474701,0.20211422,0.0003030568,0.014724745,0.0010466997,0.00014200788,0.00010983287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97744316,0.005982927,0.006872598,0.0030283977,0.001408912,0.0052639847],"domain_scores_gemma":[0.9824529,0.002809946,0.004254012,0.002364655,0.0004712514,0.0076472275],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.010030367,0.0013349813,0.00462175,0.00094789936,0.0074677514,0.00009214095,0.00093164685,0.0006402583,0.00009175704],"category_scores_gemma":[0.000993443,0.0010152573,0.00014986368,0.0016720328,0.00023641277,0.00045287696,0.0009735854,0.0041793827,0.000040275376],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00047209664,0.00031986408,0.0033755978,0.26331034,0.00005837229,0.0000033664978,0.0058942307,0.0000030276397,9.932124e-8,0.0045172707,0.067352735,0.654693],"study_design_scores_gemma":[0.011903708,0.030604128,0.014412177,0.42772853,0.00014631318,0.00016963993,0.043994103,0.004505484,2.7792507e-7,0.00039773414,0.46378508,0.0023528226],"about_ca_topic_score_codex":0.029998487,"about_ca_topic_score_gemma":0.030477988,"teacher_disagreement_score":0.6523402,"about_ca_system_score_codex":0.0057811555,"about_ca_system_score_gemma":0.08777718,"threshold_uncertainty_score":0.99994016},"labels":[],"label_agreement":null},{"id":"W4411594051","doi":"10.2196/59943","title":"Effectiveness of Digital Health Interventions on Sedentary Behavior Among Patients With Chronic Diseases: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Physical therapy; Cochrane Library; Randomized controlled trial; CINAHL; Meta-analysis; Gerontology; Internal medicine; Psychiatry","score_opus":0.09356837917128258,"score_gpt":0.4553435780975214,"score_spread":0.36177519892623883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411594051","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005126388,0.9802406,0.000022872986,0.00021208909,0.00003183221,0.01624732,0.0026720678,0.000042001226,0.000018597397],"genre_scores_gemma":[0.012103807,0.9826442,0.000009078494,0.00039926468,0.0000233211,0.0029043264,0.0017849713,0.0000426635,0.00008835849],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9948222,0.0013431116,0.0018530824,0.0008680766,0.00053644826,0.00057707436],"domain_scores_gemma":[0.99521756,0.00097091123,0.0018483022,0.0007722076,0.00014909996,0.0010418877],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.00082010654,0.00066933536,0.0147624025,0.00064490794,0.0002415864,0.00003408957,0.00014814238,0.00016856243,0.000022712335],"category_scores_gemma":[0.00009218915,0.0004077175,0.0020113504,0.0012270455,0.00017741785,0.00017550398,0.000092550465,0.00070992333,0.0000031069108],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060802122,0.0021175083,0.0006336596,0.9745064,0.017218236,0.0000032974094,0.000016137205,7.0556595e-8,2.2788049e-10,0.000063072184,0.000041190386,0.0053396514],"study_design_scores_gemma":[0.0006161644,0.0028819938,0.012730777,0.3445254,0.63887876,0.0000046095224,0.0000049722357,6.01135e-7,5.1611577e-9,0.000007524322,0.00014688792,0.00020232187],"about_ca_topic_score_codex":0.00023193972,"about_ca_topic_score_gemma":0.00008268085,"teacher_disagreement_score":0.629981,"about_ca_system_score_codex":0.00067322125,"about_ca_system_score_gemma":0.0020518354,"threshold_uncertainty_score":0.99986446},"labels":[],"label_agreement":null},{"id":"W4411636383","doi":"10.2196/59926","title":"Impact of mHealth on Postoperative Quality of Life, Self-Management, and Dysfunction in Patients With Oral and Maxillofacial Tumors: Nonrandomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Quality of life (healthcare); Oral and maxillofacial surgery; Physical therapy; mHealth; Intervention (counseling); Test (biology); Randomized controlled trial; Health care; Nursing; Psychological intervention; Surgery","score_opus":0.023118986439154415,"score_gpt":0.3676870565303282,"score_spread":0.34456807009117374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411636383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99362296,0.00040071056,0.000016513288,0.00040623097,0.00014765555,0.0047805025,0.000055443157,0.000018598177,0.0005513638],"genre_scores_gemma":[0.99851483,0.0005482701,0.000049612172,0.00063269894,0.000018760431,0.00013883576,0.000035579018,0.000010982823,0.000050433227],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99786854,0.00035750444,0.0008373003,0.00034941724,0.0002811005,0.00030612233],"domain_scores_gemma":[0.99882126,0.00013269509,0.00040426484,0.0001775627,0.00015780074,0.0003064172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009459915,0.0002145227,0.0013798034,0.00033190128,0.000090311754,0.00001043421,0.00003135015,0.000097212,0.000009226662],"category_scores_gemma":[0.000089916386,0.00014625493,0.00007205326,0.00032335188,0.00009546112,0.00006992888,0.000023794288,0.00022224321,1.521501e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.64929146,0.0008883503,0.34118196,0.0018379012,0.000121207944,8.6624937e-7,0.0010608046,8.5539295e-7,0.000001518493,0.0003597574,0.000028263705,0.0052270396],"study_design_scores_gemma":[0.38767618,0.007009761,0.6046807,0.0001572398,0.00009453479,3.0632395e-7,0.00024716437,0.000025948106,9.141436e-7,0.000021819063,0.00002195262,0.00006346724],"about_ca_topic_score_codex":0.004612646,"about_ca_topic_score_gemma":0.0007848911,"teacher_disagreement_score":0.26349875,"about_ca_system_score_codex":0.00016988521,"about_ca_system_score_gemma":0.0007432207,"threshold_uncertainty_score":0.69729716},"labels":[],"label_agreement":null},{"id":"W4411724330","doi":"10.2196/63409","title":"Adherence to eHealth Interventions Among Patients With Heart Failure: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; CINAHL; Psychological intervention; mHealth; Medicine; PsycINFO; Telehealth; Telemedicine; Wearable technology; Wearable computer; MEDLINE; Family medicine; Health care; Nursing; Computer science","score_opus":0.053267912880786424,"score_gpt":0.4166986220009578,"score_spread":0.3634307091201714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411724330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78268856,0.020957308,0.0012017568,0.17200862,0.00040338465,0.020533815,0.000026796453,0.00036092335,0.0018188485],"genre_scores_gemma":[0.93454593,0.00680162,0.010127238,0.04480277,0.00009476627,0.0013571494,0.00013954217,0.00004062022,0.0020903333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798405,0.00010574356,0.00061161217,0.00046403735,0.00026832358,0.00056624773],"domain_scores_gemma":[0.9985705,0.00004958795,0.00012942443,0.00038092563,0.00013551385,0.00073402247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044665267,0.00021984227,0.00064931955,0.00024188658,0.00026964414,0.000024475103,0.00006505944,0.00005869232,0.00009958929],"category_scores_gemma":[0.000054018685,0.00016644357,0.00008497455,0.00060799404,0.000053630498,0.00010453358,0.000065878165,0.00022075459,0.00004589847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027620408,0.0008109378,0.65533483,0.15625283,0.000059039456,0.000005009078,0.00018054011,5.555578e-7,5.6363666e-7,0.0006545233,0.16037811,0.02604688],"study_design_scores_gemma":[0.0026956303,0.002979918,0.82090944,0.1549801,0.0003014685,0.0000028290149,0.00007216396,0.00000475932,0.0000025441311,0.000022922784,0.017844625,0.00018362576],"about_ca_topic_score_codex":0.0002818588,"about_ca_topic_score_gemma":0.00102264,"teacher_disagreement_score":0.16557463,"about_ca_system_score_codex":0.00017587394,"about_ca_system_score_gemma":0.00061143236,"threshold_uncertainty_score":0.67873716},"labels":[],"label_agreement":null},{"id":"W4412031717","doi":"10.2196/60426","title":"A New Wearable System for Personal Air Pollution Exposure Estimation: Pilot Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Environmental science; Pollutant; Morning; Environmental health; Pollution; Air pollution; Wearable computer; Medicine; Computer science; Geography","score_opus":0.1322068246808344,"score_gpt":0.38209273343783434,"score_spread":0.24988590875699995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412031717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755578,0.0002524777,0.016857738,0.0049636383,0.00046412012,0.0011925027,0.000016426893,0.00011921466,0.00057607354],"genre_scores_gemma":[0.99271446,0.0000062914432,0.0045662704,0.000573509,0.0001945946,0.00012846451,0.000010004897,0.000008279696,0.0017981494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986726,0.000084086074,0.00034058563,0.000321211,0.00024483982,0.00033666586],"domain_scores_gemma":[0.99944335,0.00008851603,0.00012546696,0.000105379906,0.000015357367,0.00022192238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000739701,0.00012323952,0.00017995758,0.00004375069,0.0006942943,0.000026633023,0.000075358024,0.00004978621,0.000022473205],"category_scores_gemma":[0.00003877187,0.00011720395,0.000026283144,0.00024646576,0.00003300542,0.00014884297,0.00004406565,0.00012333813,0.000014339298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011063153,0.00090380904,0.61696064,0.0037652862,0.00004498013,0.0000027658907,0.011959631,0.0030515788,0.000059925864,0.0036837794,0.028797073,0.32966423],"study_design_scores_gemma":[0.0016270687,0.0012294066,0.96664506,0.00016432605,0.000035568544,0.0000050623316,0.0024784673,0.02486848,0.0000075182525,0.00033252378,0.0024604988,0.00014600885],"about_ca_topic_score_codex":0.0011581223,"about_ca_topic_score_gemma":0.000071523435,"teacher_disagreement_score":0.34968445,"about_ca_system_score_codex":0.00040270848,"about_ca_system_score_gemma":0.00021570284,"threshold_uncertainty_score":0.53400207},"labels":[],"label_agreement":null},{"id":"W4412086249","doi":"10.2196/79002","title":"A Theory-Based Digital Intervention to Improve Maternal Oral Health Behaviors for Young Children: Quasi-Experimental Study","year":2025,"lang":"en","type":"preprint","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Intervention (counseling); Psychology; Developmental psychology; Computer science; World Wide Web; Psychiatry","score_opus":0.057909914159995385,"score_gpt":0.49330019588090845,"score_spread":0.4353902817209131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412086249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8899678,0.0020477572,0.013319412,0.0054109525,0.004516368,0.07506304,0.008669977,0.000694338,0.00031035466],"genre_scores_gemma":[0.8836136,0.0002106115,0.001993311,0.010060096,0.00093575876,0.09942762,0.00198293,0.00015811516,0.0016179933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9877156,0.0019188161,0.004047026,0.0024757416,0.000754384,0.0030884137],"domain_scores_gemma":[0.99152815,0.0006446515,0.0023445943,0.0016230347,0.00048160818,0.0033779566],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0053716004,0.0011318587,0.002156288,0.0009823237,0.0032636565,0.00016007797,0.0008291475,0.000924374,0.00013136746],"category_scores_gemma":[0.00020942127,0.0011204102,0.00039900807,0.0005240771,0.0001309528,0.00018865254,0.00095025456,0.0029243273,0.00007397648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010712511,0.028276173,0.43025264,0.05971135,0.00026922542,0.0000067112537,0.015551252,0.00004906164,0.0000064105266,0.013949413,0.03406417,0.40715107],"study_design_scores_gemma":[0.03934568,0.045558196,0.8433565,0.007893074,0.0008448807,0.000019502673,0.01868638,0.0016648698,0.000032514785,0.003961841,0.035078287,0.0035582888],"about_ca_topic_score_codex":0.008293329,"about_ca_topic_score_gemma":0.0022106238,"teacher_disagreement_score":0.41310382,"about_ca_system_score_codex":0.0023287497,"about_ca_system_score_gemma":0.008784287,"threshold_uncertainty_score":0.99937594},"labels":[],"label_agreement":null},{"id":"W4412166879","doi":"10.2196/69512","title":"Integrating a Multimodal Digital Device for Continuous Perioperative Monitoring in Patients With Lung Cancer Undergoing Thoracic Surgery: Development and Usability Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Perioperative; Lung cancer; Multimodal therapy; Surgery; Cardiothoracic surgery; Lung cancer surgery; Computer science; Oncology; World Wide Web","score_opus":0.029502079112276716,"score_gpt":0.3811095578079183,"score_spread":0.3516074786956416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412166879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957584,0.0007285915,0.00033553116,0.00022509896,0.00020100498,0.0026614973,0.0000137610505,0.00003737003,0.000038706294],"genre_scores_gemma":[0.9971578,0.000050494004,0.001811571,0.00016982864,0.000047488018,0.00066195516,0.000016099864,0.000019608531,0.00006515035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981843,0.000094321666,0.0005746008,0.00050036825,0.00018152806,0.0004648314],"domain_scores_gemma":[0.9985584,0.0007566811,0.00015381601,0.00013837476,0.0001728614,0.00021986794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061520404,0.00022765981,0.00063723396,0.0002052522,0.00026424284,0.00006836356,0.00003206835,0.00006845105,0.000001292671],"category_scores_gemma":[0.00023947342,0.00017686302,0.000025514633,0.00030063925,0.000046503643,0.0002526323,0.0000430075,0.00027002586,1.3551465e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012884401,0.00038173035,0.8788325,0.002602982,0.0000382711,0.0000027463052,0.0045205494,0.0000030700398,0.0000019095364,0.0000023714288,0.00000637655,0.11231901],"study_design_scores_gemma":[0.0018001342,0.00032549663,0.99184597,0.0017627251,0.000038124497,9.541947e-7,0.0037272756,0.00023433036,0.00006359277,0.0000021004967,0.000048760656,0.00015056101],"about_ca_topic_score_codex":0.00023093268,"about_ca_topic_score_gemma":0.0010272817,"teacher_disagreement_score":0.113013394,"about_ca_system_score_codex":0.00053820823,"about_ca_system_score_gemma":0.0016139402,"threshold_uncertainty_score":0.72122645},"labels":[],"label_agreement":null},{"id":"W4412169861","doi":"10.2196/68638","title":"Effectiveness of a Digital Peer-Supported App Intervention in Promoting Smoking Cessations: Nonrandomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; mHealth; Intervention (counseling); Medicine; Psychology; Psychological intervention; Computer science; Nursing; World Wide Web; Surgery","score_opus":0.03393113032432895,"score_gpt":0.39743414993128867,"score_spread":0.36350301960695974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412169861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99259484,0.00018111775,0.0005407251,0.0005537511,0.00032368288,0.0052109784,0.000008400263,0.00005108987,0.0005354001],"genre_scores_gemma":[0.9988963,0.000031038475,0.000017376518,0.00004160537,0.000044812212,0.00069580495,0.00013210754,0.000010891492,0.00013003495],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979326,0.00035893446,0.00087426393,0.0002713871,0.00030411527,0.00025868954],"domain_scores_gemma":[0.9987113,0.0004889737,0.00035520157,0.00014833937,0.00018628611,0.000109900204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030424828,0.00013953737,0.0008083323,0.0004015878,0.000088405315,0.000031166866,0.00004372995,0.00013664443,0.000012542816],"category_scores_gemma":[0.00066226453,0.000119153076,0.00012782904,0.00041814323,0.000045642246,0.00013770798,0.000020027512,0.0002640243,2.1148948e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5502439,0.002571782,0.400897,0.009716842,0.00009245666,0.000008084179,0.0013555817,0.000002496929,0.0001978142,0.0004887152,0.000033769677,0.03439153],"study_design_scores_gemma":[0.56765,0.0009617525,0.42838532,0.0015104865,0.00024059485,0.0000051611246,0.0003170372,0.00029904555,0.0001632225,0.00037411746,0.000018292203,0.0000749447],"about_ca_topic_score_codex":0.00014578746,"about_ca_topic_score_gemma":0.000010878839,"teacher_disagreement_score":0.034316584,"about_ca_system_score_codex":0.00017719626,"about_ca_system_score_gemma":0.00040389405,"threshold_uncertainty_score":0.48589215},"labels":[],"label_agreement":null},{"id":"W4412172555","doi":"10.2196/64643","title":"Effect of Lifestyle Modification Through Web-Based Telerehabilitation Monitoring Combined With Supervised Sensorimotor Training After Total Knee Arthroplasty: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Preprint; Randomized controlled trial; Medicine; Physical therapy; Physical medicine and rehabilitation; Arthroplasty; Telemedicine; Computer science; Health care; Surgery; World Wide Web","score_opus":0.019203273357778355,"score_gpt":0.33441803965296574,"score_spread":0.3152147662951874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412172555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98294216,0.0005438683,0.00028287224,0.0018887979,0.0009235269,0.013076287,0.000013679018,0.00015122593,0.0001775678],"genre_scores_gemma":[0.9948754,0.000065730674,0.0015783032,0.00021253638,0.00025598446,0.0028043385,0.000020419424,0.00003910422,0.00014822987],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9959029,0.0013598481,0.0012403352,0.0005017444,0.00046733458,0.0005278227],"domain_scores_gemma":[0.9942436,0.0044395356,0.0004469429,0.00038409737,0.00019326885,0.00029251247],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021922048,0.00039259865,0.0025963087,0.00030639363,0.00021131674,0.000026846887,0.000035154375,0.00018907092,0.000019590167],"category_scores_gemma":[0.0010841384,0.00026787704,0.00030605678,0.00038376375,0.0003087371,0.00015808744,0.00001652373,0.0003907046,0.0000041420094],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9692803,0.00032247262,0.019654857,0.0031956534,0.00015659665,0.0000050800545,0.0017569861,0.000038650658,0.00015694657,0.00008596858,0.000017824043,0.005328674],"study_design_scores_gemma":[0.9400059,0.010614152,0.043932386,0.00066860206,0.00066845765,0.0000074624704,0.0004352951,0.0032325764,0.0002031644,0.00001907356,0.000035064666,0.0001778916],"about_ca_topic_score_codex":0.00007048555,"about_ca_topic_score_gemma":0.0000106664775,"teacher_disagreement_score":0.029274417,"about_ca_system_score_codex":0.00014692104,"about_ca_system_score_gemma":0.0010296104,"threshold_uncertainty_score":0.99997735},"labels":[],"label_agreement":null},{"id":"W4412197282","doi":"10.2196/68824","title":"How Engagement Changes Over Time in a Digital Eating Disorder App: Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Preprint; Observational study; Psychology; Medicine; Computer science; World Wide Web","score_opus":0.10620258818310807,"score_gpt":0.42417041521143506,"score_spread":0.317967827028327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412197282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915627,0.0007217608,0.000025550087,0.0038916925,0.00021009705,0.0011596851,0.00002346331,0.00007121002,0.0023338336],"genre_scores_gemma":[0.99179417,0.000027190687,0.000062354055,0.0011410748,0.00006858923,0.00038530456,0.000051420473,0.00001618488,0.0064537157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984807,0.00013132927,0.0002989063,0.0004301273,0.00018230008,0.00047668358],"domain_scores_gemma":[0.99935716,0.00015174254,0.00012550631,0.00021720992,0.00003249765,0.000115898605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044749354,0.00017649603,0.0002717901,0.00020922275,0.00024350545,0.00009267983,0.00010533235,0.00008576801,0.00011264411],"category_scores_gemma":[0.000042198655,0.00016256726,0.00002558993,0.0003976685,0.00003867602,0.00010933476,0.000067577115,0.0003117553,0.000012542439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006542204,0.0012957504,0.9380352,0.00016129471,0.000012651346,0.00000459901,0.0047242767,8.4969383e-7,0.0000022997478,0.0012331925,0.0024674765,0.05199701],"study_design_scores_gemma":[0.0016805697,0.0005587109,0.98681116,0.000052115214,0.000017219005,7.0496077e-7,0.0067828596,0.00007291379,6.256515e-8,0.00023053252,0.0036633827,0.00012975273],"about_ca_topic_score_codex":0.00048227014,"about_ca_topic_score_gemma":0.0007170619,"teacher_disagreement_score":0.051867254,"about_ca_system_score_codex":0.00006870089,"about_ca_system_score_gemma":0.000119464974,"threshold_uncertainty_score":0.66293},"labels":[],"label_agreement":null},{"id":"W4412351303","doi":"10.2196/67913","title":"Engagement With Conversational Agent–Enabled Interventions in Cardiometabolic Disease Self-Management: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Self-management; mHealth; Psychological intervention; Psychology; Computer science; Medicine; World Wide Web; Nursing; Artificial intelligence","score_opus":0.10216617775764279,"score_gpt":0.4659868383914534,"score_spread":0.3638206606338106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412351303","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000480277,0.97483027,0.000041913703,0.00054355286,0.00095458113,0.016501121,0.00054594653,0.00016417535,0.0064136405],"genre_scores_gemma":[0.00021170363,0.9758067,0.00012677815,0.0012916606,0.00006589862,0.016188134,0.0007460454,0.00007077499,0.0054923086],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99210286,0.0021720843,0.0030992948,0.0010966703,0.0005162191,0.0010128794],"domain_scores_gemma":[0.99620146,0.00037501307,0.0013869812,0.001068115,0.00008698807,0.0008814516],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021723919,0.0007243045,0.0037117368,0.001410533,0.0002818305,0.00007886928,0.0004816629,0.00017617737,0.00021409563],"category_scores_gemma":[0.000068050096,0.000589452,0.00079063606,0.0017448994,0.000079905636,0.00016853663,0.0002276176,0.0007590995,0.00031985197],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028273074,0.00085199653,0.000013463985,0.9148467,0.00051735714,0.00007828283,0.00011418875,7.8520046e-8,1.8189646e-11,0.019460412,0.0025937026,0.061495554],"study_design_scores_gemma":[0.0008738707,0.0001914844,0.00033649974,0.784568,0.0067965044,0.000028748733,0.00011287179,9.651202e-7,3.8908538e-10,0.00010370655,0.20663142,0.0003559047],"about_ca_topic_score_codex":0.00007601349,"about_ca_topic_score_gemma":0.000046479625,"teacher_disagreement_score":0.20403773,"about_ca_system_score_codex":0.00093576906,"about_ca_system_score_gemma":0.0010052446,"threshold_uncertainty_score":0.99965566},"labels":[],"label_agreement":null},{"id":"W4412467423","doi":"10.2196/65350","title":"Within- and Between-Individual Compliance in Mobile Health: Joint Modeling Approach to Nonrandom Missingness in an Intensive Longitudinal Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; National Center for Advancing Translational Sciences; National Institute on Alcohol Abuse and Alcoholism","keywords":"Preprint; mHealth; Computer science; Missing data; Compliance (psychology); Joint (building); Psychology; Data science; World Wide Web; Social psychology; Psychological intervention; Engineering; Psychiatry; Machine learning","score_opus":0.6147162238431221,"score_gpt":0.5596785598048474,"score_spread":0.0550376640382747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412467423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871805,0.0022541687,0.0011067124,0.0030121792,0.0002747147,0.0058486974,0.000058454094,0.000032705328,0.00023186769],"genre_scores_gemma":[0.9921299,0.00007273298,0.0017630266,0.0042667435,0.00011358368,0.0014453541,0.00008835459,0.000024350184,0.00009595187],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99502707,0.0010184888,0.0013495516,0.0010344523,0.00044651912,0.0011239281],"domain_scores_gemma":[0.99800223,0.00022053857,0.00020949738,0.0004103468,0.000190922,0.0009664742],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036011278,0.00029044398,0.0008811268,0.0006737845,0.0004106045,0.000070366135,0.00023508753,0.00015063198,0.000011800107],"category_scores_gemma":[0.00008563363,0.00029073178,0.000022801116,0.00085565954,0.00009650222,0.0001755338,0.00016896037,0.0009543718,0.000004468846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001109657,0.0018425304,0.90940475,0.0028006884,0.0000201854,0.00001599223,0.037112977,0.00039592598,0.0000012701556,0.0017243999,0.00032297053,0.045248657],"study_design_scores_gemma":[0.00470917,0.0020285267,0.9624838,0.00036961286,0.00000909438,0.000009126335,0.018788809,0.010847736,3.9498892e-7,0.0004743498,0.00008397845,0.0001953863],"about_ca_topic_score_codex":0.005058559,"about_ca_topic_score_gemma":0.0032612593,"teacher_disagreement_score":0.05307907,"about_ca_system_score_codex":0.00045934127,"about_ca_system_score_gemma":0.0010181103,"threshold_uncertainty_score":0.99995446},"labels":[],"label_agreement":null},{"id":"W4412491712","doi":"10.2196/64296","title":"The Impact of an Adaptive mHealth Intervention on Improving Patient-Provider Health Care Communication: Secondary Analysis of the DIAMANTE Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Agency for Healthcare Research and Quality","keywords":"mHealth; Psychological intervention; Medicine; Randomized controlled trial; Health care; Mental health; Intervention (counseling); Family medicine; Gerontology; Nursing; Psychiatry","score_opus":0.0537690837047492,"score_gpt":0.4748528645677726,"score_spread":0.4210837808630234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412491712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96198255,0.012839792,0.00019005852,0.007877696,0.0009140117,0.013529036,0.0007412516,0.00009638635,0.0018291906],"genre_scores_gemma":[0.98869526,0.0029614149,0.00022577071,0.0037950708,0.00012310568,0.003782931,0.0002353755,0.000037300313,0.00014379216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9897002,0.0043512764,0.0033544253,0.0007245634,0.0005337173,0.0013358401],"domain_scores_gemma":[0.99050343,0.0019442487,0.0037713505,0.0022259445,0.00070494117,0.0008500897],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0034779261,0.00041086553,0.0012606716,0.00063184067,0.004773483,0.000022228149,0.00076550234,0.00033718662,0.00004928258],"category_scores_gemma":[0.00030612524,0.00025753633,0.0005131929,0.0023339752,0.00040119715,0.00018124747,0.00030190017,0.0018127651,0.000003943968],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030690068,0.0012067808,0.012424306,0.009270501,0.00050323503,2.8589804e-7,0.015814172,0.00018213243,0.0000045045267,0.029192645,0.007927522,0.8927838],"study_design_scores_gemma":[0.033858374,0.012587396,0.89014906,0.001873072,0.000974453,0.0000016999293,0.03881996,0.0067924983,0.0000133768435,0.0018586286,0.012579288,0.0004921954],"about_ca_topic_score_codex":0.018790994,"about_ca_topic_score_gemma":0.010883523,"teacher_disagreement_score":0.89229167,"about_ca_system_score_codex":0.0013579027,"about_ca_system_score_gemma":0.010039047,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W4412493901","doi":"10.2196/59965","title":"Current Practice and Expert Perspectives on Cultural Adaptations of Digital Health Interventions: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Thematic analysis; Adaptation (eye); Psychological intervention; Snowball sampling; Zoom; Psychology; Qualitative research; Medicine; Nursing; Engineering; Sociology; Social science","score_opus":0.1794896546056126,"score_gpt":0.5949677082883582,"score_spread":0.4154780536827456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412493901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8747355,0.07876071,0.00057117466,0.031319674,0.001540105,0.0037925895,0.00049441814,0.00013691412,0.00864891],"genre_scores_gemma":[0.996712,0.001155309,0.00021764476,0.00072768994,0.000049523613,0.00046431483,0.000039885712,0.000016341788,0.0006172631],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967167,0.00084542175,0.0011255936,0.0005902633,0.00024668037,0.00047536133],"domain_scores_gemma":[0.99779046,0.0007097943,0.00059682666,0.00029855178,0.00022510914,0.000379259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009511259,0.00023333653,0.00048400616,0.00037731644,0.00038455718,0.00008068547,0.00012342122,0.000056014822,0.000027702781],"category_scores_gemma":[0.0003027325,0.00021078515,0.00011336721,0.00044648474,0.00023492152,0.00048646756,0.00008178527,0.0003814079,0.000019250687],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009242327,0.012385825,0.00085695635,0.0019994718,0.00015477261,0.000002600391,0.49043477,3.235719e-7,1.6821224e-7,0.23025429,0.008509004,0.2544776],"study_design_scores_gemma":[0.0021383162,0.007038545,0.04507325,0.0012442461,0.00004423615,0.000012249976,0.9362227,0.0000073095857,4.9262866e-7,0.002377907,0.0056722197,0.00016856777],"about_ca_topic_score_codex":0.00071938464,"about_ca_topic_score_gemma":0.00014059537,"teacher_disagreement_score":0.4457879,"about_ca_system_score_codex":0.00028614973,"about_ca_system_score_gemma":0.0002825436,"threshold_uncertainty_score":0.8595569},"labels":[],"label_agreement":null},{"id":"W4412531565","doi":"10.2196/64889","title":"Associations Between Daily Symptoms and Pain Flares in Rheumatoid Arthritis: Case-Crossover mHealth Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Versus Arthritis","keywords":"mHealth; Rheumatoid arthritis; Medicine; Crossover study; Physical therapy; Psychology; Alternative medicine; Internal medicine; Psychiatry; Psychological intervention","score_opus":0.030912848394377322,"score_gpt":0.3750122073384979,"score_spread":0.3440993589441206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412531565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638684,0.02856291,0.000046422145,0.0047485065,0.00009493236,0.002079598,0.00014823256,0.000106453015,0.00034457192],"genre_scores_gemma":[0.94906944,0.04899564,0.000097234886,0.0013581759,0.000071665694,0.0001779939,0.00007792067,0.00002854963,0.00012335321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99621284,0.0007626952,0.0009735595,0.0006141073,0.00041376043,0.0010230369],"domain_scores_gemma":[0.9978239,0.00070361287,0.00019322576,0.0003517935,0.00012325881,0.0008042277],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030807883,0.00028620017,0.0009430363,0.0005484522,0.0007587906,0.00012301673,0.000087429726,0.00017962433,0.000024268495],"category_scores_gemma":[0.00043034935,0.0002698522,0.000051832492,0.00062878354,0.00018326013,0.00019685959,0.00009087888,0.00073342555,0.0000073257884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020747015,0.00045851673,0.83547264,0.00044401077,0.00006963752,0.00018354207,0.0035143886,3.1603497e-7,0.0000022664315,0.00062962546,0.0017335963,0.15728399],"study_design_scores_gemma":[0.008795362,0.0015359891,0.9812739,0.00074615574,0.00000951117,0.00014702443,0.003789489,0.00009497881,0.0000024947337,0.0008000793,0.0026091204,0.00019590573],"about_ca_topic_score_codex":0.004512056,"about_ca_topic_score_gemma":0.0060078474,"teacher_disagreement_score":0.15708809,"about_ca_system_score_codex":0.0002587151,"about_ca_system_score_gemma":0.0010385464,"threshold_uncertainty_score":0.9999754},"labels":[],"label_agreement":null},{"id":"W4412534038","doi":"10.2196/63806","title":"Effect of a Cognitive Behavioral Therapy–Based AI Chatbot on Depression and Loneliness in Chinese University Students: Randomized Controlled Trial With Financial Stress Moderation","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Social Science Foundation of Jiangsu Province; Government of Jiangsu Province; Ministry of Education of the People's Republic of China","keywords":"Loneliness; Randomized controlled trial; Preprint; Moderation; Psychology; Depression (economics); Chatbot; Clinical psychology; Medicine; Psychotherapist; Computer science; World Wide Web; Social psychology; Internal medicine","score_opus":0.022812258743435156,"score_gpt":0.445730988925482,"score_spread":0.42291873018204684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412534038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890058,0.00045184421,0.00028099152,0.00049925596,0.0003879866,0.009067867,0.00008806165,0.000024466255,0.00019374398],"genre_scores_gemma":[0.9986838,0.00004547869,0.000007853507,0.0003894389,0.000033349872,0.00063344237,0.000052906515,0.000010518219,0.00014323143],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99706614,0.0014432035,0.0006103664,0.0003756254,0.00021444842,0.00029020137],"domain_scores_gemma":[0.9981565,0.0011388127,0.00034288535,0.00013226438,0.00007797141,0.00015155801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001205732,0.00022016722,0.0011206846,0.0003560376,0.00015593153,0.000022508308,0.00007993762,0.00013668097,0.000011257173],"category_scores_gemma":[0.00009624318,0.00015074687,0.000093350434,0.00025906067,0.00013896782,0.000103344326,0.000025308904,0.0002620822,7.8144825e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95275015,0.003017823,0.025526227,0.00047444287,0.000028859291,0.000009429937,0.00050192536,0.000004780266,4.347903e-7,0.00034080935,0.00001589606,0.017329235],"study_design_scores_gemma":[0.9276013,0.008761637,0.061861772,0.001047882,0.0000919931,7.9379964e-7,0.000114184244,0.00031600654,0.000017536348,0.000086177446,0.0000021321769,0.00009859463],"about_ca_topic_score_codex":0.0006740707,"about_ca_topic_score_gemma":0.00056342344,"teacher_disagreement_score":0.036335543,"about_ca_system_score_codex":0.0000861424,"about_ca_system_score_gemma":0.00022988614,"threshold_uncertainty_score":0.6147279},"labels":[],"label_agreement":null},{"id":"W4412534092","doi":"10.2196/72372","title":"Wearable Technologies in Head and Neck Oncology: Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"North York General Hospital; University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Preprint; Wearable computer; Medicine; mHealth; Wearable technology; Head and neck cancer; Medical physics; Computer science; World Wide Web; Internal medicine; Cancer; Embedded system; Psychological intervention; Nursing","score_opus":0.18410790607996746,"score_gpt":0.5763004071129987,"score_spread":0.3921925010330312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412534092","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000121380335,0.96793544,0.000007663019,0.005568469,0.0006070701,0.01319647,0.000023334598,0.00030397455,0.012345437],"genre_scores_gemma":[0.000002897323,0.9888523,0.0005687552,0.0034771862,0.00008735206,0.0044526276,0.00006142839,0.00004283527,0.0024546073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99407566,0.001253407,0.002134277,0.0009339989,0.00023617494,0.0013664959],"domain_scores_gemma":[0.99687904,0.0010639456,0.0010929568,0.00061424123,0.000059354647,0.00029043312],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00266081,0.0005760062,0.0037092261,0.00072042743,0.00073872623,0.000019153094,0.0003238668,0.0008921101,0.00006150514],"category_scores_gemma":[0.00024612236,0.00046464388,0.00011251012,0.001002437,0.00011505852,0.00013817409,0.0006535332,0.0023120288,0.000060102993],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057735106,0.000038066777,0.00014821044,0.49457148,0.000012075098,0.000007047313,0.000051588315,5.6236074e-9,6.642337e-10,0.00080376765,0.006732151,0.49762982],"study_design_scores_gemma":[0.0004113233,0.00011904337,0.00007764428,0.46800143,0.00023066544,0.0000023975347,0.0002055833,9.4626415e-7,1.1322489e-9,0.00012490113,0.53065085,0.0001752209],"about_ca_topic_score_codex":0.00023848299,"about_ca_topic_score_gemma":0.0009782765,"teacher_disagreement_score":0.5239187,"about_ca_system_score_codex":0.0008135785,"about_ca_system_score_gemma":0.0067033065,"threshold_uncertainty_score":0.9999897},"labels":[],"label_agreement":null},{"id":"W4412534317","doi":"10.2196/67435","title":"Evolving Digital Health Technologies: Aligning With and Enhancing the National Institute for Health and Care Excellence Evidence Standards Framework","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Nice; Digital health; mHealth; Computer science; Internet privacy; Data science; World Wide Web; Medicine; Health care; Political science; Psychological intervention; Nursing","score_opus":0.07537681052867483,"score_gpt":0.4877876501641548,"score_spread":0.41241083963548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412534317","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1972193,0.3880147,0.0692829,0.32154343,0.001756619,0.019147696,0.0008321087,0.0011810885,0.001022156],"genre_scores_gemma":[0.9610833,0.018352121,0.003656076,0.01494325,0.00024217366,0.0014676803,0.000032084936,0.000050428305,0.00017289905],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99401,0.0006170568,0.0015769773,0.0010269972,0.0007597401,0.0020092293],"domain_scores_gemma":[0.99371123,0.0034164903,0.0010093129,0.00043056998,0.00080137723,0.00063098664],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0055915983,0.00043806207,0.0009511334,0.0003498129,0.0058410065,0.00012814536,0.00029377142,0.0003692951,0.0000029321398],"category_scores_gemma":[0.0027221558,0.0003157905,0.000039805713,0.0007472922,0.00043242262,0.00059689936,0.00023754418,0.0017019006,0.000001478127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002001136,0.0001541674,0.11728748,0.1974832,0.00015692909,0.0000037949494,0.13331571,0.000018801631,0.000012479994,0.06836809,0.03853293,0.44266528],"study_design_scores_gemma":[0.008514734,0.010631726,0.04233264,0.107148245,0.00011093525,0.00013850491,0.30785233,0.0023271244,0.00001618219,0.017820898,0.5011594,0.0019472316],"about_ca_topic_score_codex":0.0013053201,"about_ca_topic_score_gemma":0.0026504383,"teacher_disagreement_score":0.763864,"about_ca_system_score_codex":0.0026676161,"about_ca_system_score_gemma":0.026004506,"threshold_uncertainty_score":0.9999294},"labels":[],"label_agreement":null},{"id":"W4412535126","doi":"10.2196/73187","title":"Exploring the Value of Continuous Plantar Temperature Monitoring for Diabetic Foot Health Management: Observational, Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetic Foot Ulcer Assessment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Preprint; Foot (prosody); Diabetic foot; Prospective cohort study; Medicine; Physical therapy; Physical medicine and rehabilitation; Diabetes mellitus; Psychology; Computer science; Art; Surgery","score_opus":0.08397163530894537,"score_gpt":0.3844850043528071,"score_spread":0.3005133690438617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412535126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806294,0.00089143775,0.00008875189,0.0063775927,0.0006750175,0.010196165,0.000019073928,0.00006616782,0.0010564078],"genre_scores_gemma":[0.9928829,0.0012869914,0.0007677835,0.0010440092,0.0001658548,0.0029649755,0.000037194775,0.000022992046,0.0008272953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978945,0.000103678896,0.0006317286,0.00046301092,0.00038391462,0.00052314583],"domain_scores_gemma":[0.998897,0.00017132763,0.00023139614,0.00038297108,0.00012998715,0.0001873169],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012204656,0.00022166509,0.00062381173,0.0002125347,0.0004287712,0.00003635447,0.00013496522,0.000036919606,0.0000024975973],"category_scores_gemma":[0.000025984293,0.00016504698,0.000065863765,0.0004297719,0.000059601964,0.00010153288,0.000089153524,0.00024017609,6.985434e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047560554,0.0007920383,0.95887744,0.0068201697,0.00039122248,0.0000028538634,0.0016231366,0.000006716112,0.0000059351682,0.015655998,0.0018676072,0.013481281],"study_design_scores_gemma":[0.002794746,0.0013373771,0.98757,0.0005180326,0.00034750186,9.2983583e-7,0.005034717,0.00004962494,0.00003922072,0.00040849307,0.0017963783,0.00010296522],"about_ca_topic_score_codex":0.00021532457,"about_ca_topic_score_gemma":0.000020746675,"teacher_disagreement_score":0.028692577,"about_ca_system_score_codex":0.00024558476,"about_ca_system_score_gemma":0.00031701513,"threshold_uncertainty_score":0.67304206},"labels":[],"label_agreement":null},{"id":"W4412561438","doi":"10.2196/56738","title":"A Digital Software Support Platform for Hyperthyroidism Management in South Korea: Markov Simulation Model-Based Cost-Effectiveness Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Cost effectiveness; Quality-adjusted life year; Health care; Marginal cost; Cohort; Cost-effectiveness analysis; Health technology; Computer science; Risk analysis (engineering); Internal medicine","score_opus":0.041623662390228765,"score_gpt":0.37643670823545283,"score_spread":0.3348130458452241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412561438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8738891,0.00065608585,0.118071996,0.0005180957,0.000064773434,0.0052076722,0.000282772,0.000098682896,0.0012108274],"genre_scores_gemma":[0.9953613,0.000063625375,0.0015064636,0.00095668575,0.000014058765,0.0007916475,0.0008333589,0.000020436453,0.00045240903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842626,0.000025028861,0.0004062116,0.00047566078,0.00018211413,0.00048472584],"domain_scores_gemma":[0.99911,0.0001757351,0.000112901434,0.0002668723,0.00006712227,0.00026739124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661676,0.00022632598,0.000556123,0.0006481145,0.00016807485,0.000033570144,0.000050035065,0.000114522765,0.000004410186],"category_scores_gemma":[0.000032059765,0.00019624986,0.00014571099,0.0006925321,0.000035788275,0.000112506415,0.000027860811,0.00011993693,0.0000021546275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007881455,0.0018126962,0.6434296,0.00558864,0.0007158439,0.000036043155,0.0007287396,0.031385746,0.0000010123565,0.0007330986,0.00025807592,0.3074291],"study_design_scores_gemma":[0.016433468,0.00070256856,0.6618112,0.00012668961,0.0013669159,0.0000010700035,0.00032315127,0.31730404,0.000004121918,0.0009944247,0.0007034683,0.00022892396],"about_ca_topic_score_codex":0.000037340018,"about_ca_topic_score_gemma":0.000057221696,"teacher_disagreement_score":0.30720016,"about_ca_system_score_codex":0.0003137481,"about_ca_system_score_gemma":0.00036968477,"threshold_uncertainty_score":0.80028373},"labels":[],"label_agreement":null},{"id":"W4412611124","doi":"10.2196/57279","title":"Grouping Digital Health Apps Based on Their Quality and User Ratings Using K-Medoids Clustering: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Department for the Economy","keywords":"Digital health; mHealth; Cluster analysis; Computer science; Metric (unit); Bonferroni correction; Health care; Data mining; Medicine; Machine learning; Statistics; Psychological intervention; Nursing; Mathematics; Engineering","score_opus":0.164551552703293,"score_gpt":0.5297783902220914,"score_spread":0.36522683751879836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412611124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96686214,0.00094347255,0.009885104,0.007894334,0.0010721647,0.010969029,0.00028590445,0.00039459686,0.0016932631],"genre_scores_gemma":[0.9626416,0.00038118134,0.0010154363,0.03147167,0.00047574652,0.003401416,0.00012956215,0.00006857638,0.00041479952],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915722,0.0014381072,0.0029642207,0.0014139495,0.0005758911,0.002035654],"domain_scores_gemma":[0.99398565,0.0018155702,0.001222909,0.00086073513,0.0003082105,0.0018069058],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005466153,0.0005766625,0.0010845409,0.0005900132,0.00610692,0.00013189887,0.00025623146,0.00043218746,0.00004874688],"category_scores_gemma":[0.00034859788,0.0005226761,0.000094141826,0.00085850706,0.00024337531,0.0003183506,0.00024602897,0.0018499823,0.000021151067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079459004,0.000690487,0.9624095,0.008013818,0.000017343029,0.0000011608082,0.0013661846,0.00008865254,0.000004286759,0.004964786,0.0011403188,0.020508848],"study_design_scores_gemma":[0.004488724,0.0007713893,0.963248,0.00047841482,0.000014151895,0.000004203344,0.0024559577,0.00864987,3.8227552e-7,0.00038177983,0.019181637,0.0003255058],"about_ca_topic_score_codex":0.0026168288,"about_ca_topic_score_gemma":0.00078659755,"teacher_disagreement_score":0.023577336,"about_ca_system_score_codex":0.0010763544,"about_ca_system_score_gemma":0.005221209,"threshold_uncertainty_score":0.9997225},"labels":[],"label_agreement":null},{"id":"W4412613079","doi":"10.2196/74931","title":"Authors’ Reply: Clarifying Blood Indices in Patients With Ovarian Cancer","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Ovarian cancer; Multidisciplinary approach; Preprint; Cancer; Chemotherapy; Oncology; Internal medicine; Computer science","score_opus":0.04652527350193277,"score_gpt":0.40508490291307836,"score_spread":0.3585596294111456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412613079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9684827,0.0015645162,0.00001736941,0.02676617,0.00026196858,0.0011644746,0.000015927712,0.00008105996,0.0016458348],"genre_scores_gemma":[0.9695673,0.0010062145,0.0011516167,0.027577866,0.00012618088,0.00014563082,0.000036302317,0.000018658604,0.00037020812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812466,0.00009636564,0.00052393944,0.00041434396,0.00024589727,0.0005948212],"domain_scores_gemma":[0.99894947,0.000052064774,0.00017686965,0.00023151025,0.000091770366,0.00049830327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052814034,0.00016570822,0.00042866665,0.0004637088,0.00027670205,0.000022619977,0.00005624634,0.0001501494,0.000047018733],"category_scores_gemma":[0.000029427038,0.00013696292,0.000021513673,0.00062011677,0.000057313675,0.000086301516,0.000026799256,0.0007196032,0.0000024829574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007664565,0.00040260373,0.973743,0.0046991175,0.000015334226,0.000008773317,0.00069114217,2.854899e-7,0.0000012725442,0.001104276,0.0012581904,0.017309526],"study_design_scores_gemma":[0.008036864,0.0004294899,0.9786877,0.0014396948,0.000073102274,0.000003730044,0.0001557326,0.00003737683,0.000005795477,0.00022966057,0.010794613,0.00010625367],"about_ca_topic_score_codex":0.0013484223,"about_ca_topic_score_gemma":0.00041470717,"teacher_disagreement_score":0.017203273,"about_ca_system_score_codex":0.00018530828,"about_ca_system_score_gemma":0.0010474318,"threshold_uncertainty_score":0.5585186},"labels":[],"label_agreement":null},{"id":"W4412715332","doi":"10.2196/64846","title":"Impact of a 24-Week Mobile App–Based Human Coaching Program on Body Composition and Lipid Metabolism in Breast Cancer Survivors With Overweight or Obesity: Single-Arm Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Overweight; Breast cancer; Preprint; Medicine; Obesity; Gerontology; Prospective cohort study; Cohort; Coaching; Health coaching; Cancer; Physical therapy; Internal medicine; Psychology; Computer science; World Wide Web; Randomized controlled trial","score_opus":0.024654377439109195,"score_gpt":0.38485781387332135,"score_spread":0.36020343643421215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412715332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239135,0.00037115044,0.000012390097,0.00021930864,0.00009004817,0.0065558394,0.00013347974,0.00007130189,0.00015510572],"genre_scores_gemma":[0.9983473,0.00021180866,0.0000516666,0.00025663132,0.000093323535,0.0009200878,0.000060657792,0.000027265522,0.000031253912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980649,0.00015396462,0.00047963893,0.0005314657,0.00031966536,0.00045038268],"domain_scores_gemma":[0.99896497,0.000076019816,0.00026227,0.00024283322,0.00011720989,0.0003367251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040416766,0.00028819154,0.0008764859,0.0003691668,0.00022549319,0.000033463268,0.00005002597,0.000091539776,0.000023963794],"category_scores_gemma":[0.0000046688506,0.00019243376,0.000053766988,0.00056911225,0.000119008466,0.000086627035,0.000024625013,0.0004315048,1.5332186e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005504976,0.012906317,0.9715839,0.0012061003,0.000119616394,0.000011558351,0.0014988779,0.000019537496,0.00011411963,0.00004843442,0.000040561292,0.006946001],"study_design_scores_gemma":[0.005535677,0.012398875,0.98024076,0.0005544913,0.00024741844,0.0000111662,0.0005055466,0.00024261001,0.000032675634,0.000007821417,0.00006537319,0.00015758738],"about_ca_topic_score_codex":0.038663153,"about_ca_topic_score_gemma":0.009717582,"teacher_disagreement_score":0.02894557,"about_ca_system_score_codex":0.00060867396,"about_ca_system_score_gemma":0.00090077164,"threshold_uncertainty_score":0.96773845},"labels":[],"label_agreement":null},{"id":"W4412723526","doi":"10.2196/64213","title":"Minimal Clinically Important Difference of Average Daily Steps Measured Through a Consumer Smartwatch in People With Mild-to-Moderate Parkinson Disease: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Balance, Gait, and Falls Prevention","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Sapienza Università di Roma; Agence Nationale de la Recherche","keywords":"Minimal clinically important difference; Smartwatch; Medicine; Physical medicine and rehabilitation; Physical therapy; Population; Randomized controlled trial; Wearable computer; Computer science; Surgery","score_opus":0.06642328612705534,"score_gpt":0.4357816767690303,"score_spread":0.36935839064197495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412723526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99288535,0.00085381954,0.0002851846,0.0009009689,0.0005275478,0.0038815239,0.00018836516,0.000068789835,0.00040844316],"genre_scores_gemma":[0.9948117,0.00093278533,0.0004219422,0.0020288252,0.00010489201,0.0008757538,0.000063907304,0.000029567605,0.0007306348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99398565,0.001174871,0.0024299342,0.00089430914,0.0005606861,0.0009545609],"domain_scores_gemma":[0.99717796,0.00056550093,0.00081350544,0.00052834436,0.0003260012,0.00058871356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002640326,0.0003369731,0.0009036981,0.00020244064,0.00076616294,0.000029429619,0.00022355278,0.00025207706,0.000018283603],"category_scores_gemma":[0.00018174162,0.000276592,0.000076827186,0.0006600048,0.00012666629,0.0001455065,0.00012467473,0.00096082455,0.000010922997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007429739,0.002057382,0.983056,0.0023435191,0.000041834497,0.000008520648,0.004028529,0.0000033414701,0.00002939694,0.00029002246,0.00035912383,0.00035259256],"study_design_scores_gemma":[0.005769719,0.0008470641,0.9902688,0.0005257408,0.00005189383,0.0000010097968,0.0008711854,0.00030957678,2.642716e-7,0.0004963852,0.0006380282,0.00022031808],"about_ca_topic_score_codex":0.002661833,"about_ca_topic_score_gemma":0.011174534,"teacher_disagreement_score":0.008512702,"about_ca_system_score_codex":0.0002340732,"about_ca_system_score_gemma":0.0028937326,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W4412744962","doi":"10.2196/70848","title":"Effectiveness of Smartwatch Device on Adherence to Home-Based Cardiac Rehabilitation in Patients With Coronary Heart Disease: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smartwatch; Randomized controlled trial; Medicine; Preprint; Rehabilitation; Physical therapy; Coronary heart disease; Physical medicine and rehabilitation; Internal medicine; Wearable computer; Computer science; World Wide Web","score_opus":0.01288434292836106,"score_gpt":0.3601841328606664,"score_spread":0.34729978993230537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412744962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96281034,0.00059607945,0.000031596497,0.0031085047,0.0006066801,0.03255413,0.00006176615,0.000037671696,0.00019322487],"genre_scores_gemma":[0.9915158,0.00007061769,0.00026990482,0.0037303197,0.000051301937,0.004188719,0.00011832696,0.000021889859,0.00003311087],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9949261,0.002229557,0.001128959,0.0005627255,0.00054102676,0.0006116537],"domain_scores_gemma":[0.99391186,0.004113192,0.00025968713,0.00038433896,0.00024791245,0.0010829798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004230118,0.00028605745,0.0027005572,0.0004954164,0.00013250338,0.000007841158,0.00005181952,0.00012028522,0.0000057347365],"category_scores_gemma":[0.0006780179,0.00020912495,0.00022284867,0.0006467947,0.00012399832,0.00005156322,0.000018940827,0.00032138632,0.0000039381125],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.73787737,0.0009884437,0.24827442,0.010744755,0.000017931206,0.0000011808255,0.00011359339,0.000012148907,0.000001532091,0.00014566144,0.0001266576,0.0016962835],"study_design_scores_gemma":[0.48114848,0.0071874564,0.50971425,0.001615669,0.00011078603,1.16218054e-7,0.00003317565,0.000020648164,0.0000024963153,0.00003610629,0.000053238156,0.00007759154],"about_ca_topic_score_codex":0.0006635044,"about_ca_topic_score_gemma":0.000031898293,"teacher_disagreement_score":0.2614398,"about_ca_system_score_codex":0.000583514,"about_ca_system_score_gemma":0.0035112314,"threshold_uncertainty_score":0.8527868},"labels":[],"label_agreement":null},{"id":"W4412745159","doi":"10.2196/73105","title":"Smartphone App–Based Exercise for Pregnant Women in Indonesia: Quasi-Experimental Study on Physical Activity, Fear of Childbirth, and Quality of Life","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Childbirth; mHealth; Preprint; Quality of life (healthcare); Physical activity; Psychology; Quality (philosophy); Applied psychology; Physical therapy; Gerontology; Medicine; Computer science; Pregnancy; Psychological intervention; Psychiatry; World Wide Web; Psychotherapist","score_opus":0.05991393125673077,"score_gpt":0.4297764229152531,"score_spread":0.3698624916585223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412745159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99526316,0.00040438928,0.000030898565,0.0008827697,0.000023208255,0.003268658,0.00003923166,0.0000109705625,0.00007672827],"genre_scores_gemma":[0.99883467,0.0001373519,0.000058578597,0.0002484188,0.000016995513,0.00062813994,0.000014342879,0.000008771554,0.00005274632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985217,0.00015119404,0.00032680962,0.00028696275,0.00031868185,0.0003946822],"domain_scores_gemma":[0.99902457,0.00024565993,0.00014156924,0.00018179546,0.000057424317,0.000348961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007550286,0.0001249711,0.0006235698,0.0002670317,0.000061237464,0.000005618887,0.000047391266,0.000038920705,0.0000020893356],"category_scores_gemma":[0.00007813886,0.00010547557,0.00003527257,0.00023663894,0.00008367391,0.000037024685,0.000046849735,0.00014603301,3.1108218e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031730514,0.09602564,0.7473264,0.045995098,0.000164848,0.0000046703385,0.011550986,0.000019361109,0.0017561093,0.0032439153,0.00041189388,0.061770573],"study_design_scores_gemma":[0.00894448,0.008186409,0.9789501,0.00034879099,0.000016268355,5.658737e-8,0.0023216605,0.00042069334,0.00065113767,0.00008350656,0.0000147968085,0.000062103434],"about_ca_topic_score_codex":0.000278997,"about_ca_topic_score_gemma":0.000027849974,"teacher_disagreement_score":0.23162371,"about_ca_system_score_codex":0.00012552874,"about_ca_system_score_gemma":0.00050974597,"threshold_uncertainty_score":0.4301169},"labels":[],"label_agreement":null},{"id":"W4412749863","doi":"10.2196/79507","title":"Correction: Participant Adherence in Repeated-Dose Clinical Studies Using Video-Based Observation: Retrospective Data Analysis","year":2025,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical physics; Computer science; Medicine; Psychology; Information retrieval","score_opus":0.8112841725501523,"score_gpt":0.5994804202585681,"score_spread":0.2118037522915842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412749863","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19590047,0.32043916,0.009664995,0.1935807,0.23563832,0.017066304,0.015771804,0.0010042641,0.010933986],"genre_scores_gemma":[0.4233253,0.15472135,0.026234593,0.19398138,0.025650814,0.0033994443,0.022928387,0.0006713239,0.1490874],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.982588,0.0018662029,0.011438703,0.002718071,0.00027781256,0.0011112146],"domain_scores_gemma":[0.9859744,0.002636762,0.007877458,0.002528742,0.0003546519,0.0006279995],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038330235,0.00060347415,0.004997,0.0015675498,0.0006137208,0.00013078876,0.0007277844,0.0009368454,0.00011723205],"category_scores_gemma":[0.013124447,0.00073793513,0.00027497165,0.0023261611,0.00032498225,0.0005546302,0.00031038397,0.0019534046,0.00007324062],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010906757,0.00023757157,0.2990326,0.0042212144,0.00059369527,0.0000061199626,0.0011082654,0.0002508435,6.1303664e-9,0.0013852656,0.6926819,0.00037347875],"study_design_scores_gemma":[0.0018892618,0.00043680012,0.63280153,0.0018839188,0.00075057166,0.0000031321847,0.0021978992,0.25571123,3.430158e-8,0.0021973483,0.10125696,0.00087132514],"about_ca_topic_score_codex":0.008514176,"about_ca_topic_score_gemma":0.012521469,"teacher_disagreement_score":0.59142494,"about_ca_system_score_codex":0.0025190501,"about_ca_system_score_gemma":0.0050373073,"threshold_uncertainty_score":0.9995072},"labels":[],"label_agreement":null},{"id":"W4412796508","doi":"10.2196/65505","title":"Efficacy of Mobile App–Based Dietary Interventions Among Cancer Survivors: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Cochrane Library; Meta-analysis; Randomized controlled trial; Gerontology; MEDLINE; Systematic review; Cancer; Environmental health; Internal medicine; Nursing","score_opus":0.23346491089097954,"score_gpt":0.5562465151995863,"score_spread":0.3227816043086068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412796508","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011288685,0.94805354,0.00012656387,0.0009375488,0.00021042928,0.04780282,0.0024701022,0.00017171852,0.0002159809],"genre_scores_gemma":[0.00006450035,0.8380054,0.00016510392,0.0034232736,0.000083073726,0.15561013,0.00083737756,0.00007997638,0.0017311441],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9831458,0.0053519844,0.007846999,0.0015161564,0.00056009064,0.0015789702],"domain_scores_gemma":[0.9840576,0.005251201,0.0064469012,0.0019835199,0.00049887894,0.0017618902],"candidate_categories":["metaepi_narrow","metaepi_broad","sts"],"consensus_categories":[],"category_scores_codex":[0.0053748772,0.0011004875,0.017580127,0.0015128631,0.0014159748,0.000019217314,0.00061138975,0.00093674473,0.0006959523],"category_scores_gemma":[0.00049404363,0.0007981072,0.0031673769,0.0034743024,0.0002800113,0.00011752458,0.00027003398,0.0021127095,0.000029652849],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013909752,0.00024124287,0.000057378376,0.97221553,0.010566093,8.357649e-7,0.00011227135,0.0000012654051,1.1740002e-9,0.0002882201,0.0018369316,0.014666321],"study_design_scores_gemma":[0.00043511868,0.00013887174,0.00021035074,0.22554308,0.67200845,0.0000013075698,0.00007568934,0.000015489844,4.29397e-9,0.000016843373,0.10114782,0.00040696975],"about_ca_topic_score_codex":0.0054831044,"about_ca_topic_score_gemma":0.0056962622,"teacher_disagreement_score":0.74667245,"about_ca_system_score_codex":0.00044211757,"about_ca_system_score_gemma":0.0059341122,"threshold_uncertainty_score":0.99988407},"labels":[],"label_agreement":null},{"id":"W4412867584","doi":"10.2196/70987","title":"Cluster-Based Predictive Modeling of User Ratings for Physical Activity Apps Using Mobile App Rating Scale (MARS) Dimensions: Model Development and Validation","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mobile apps; Scale (ratio); Rating scale; Cluster (spacecraft); Computer science; Psychology; World Wide Web; Geography","score_opus":0.08830338123766537,"score_gpt":0.460626193039641,"score_spread":0.3723228118019756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412867584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7460801,0.00031964976,0.24417022,0.0006653822,0.00013042921,0.008330534,0.00009352451,0.00010532677,0.000104821265],"genre_scores_gemma":[0.9455336,0.00025101283,0.039541524,0.0016350653,0.00013770694,0.012670288,0.00008673158,0.00004485755,0.00009925107],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9961893,0.00042457422,0.001239138,0.0007849222,0.000310889,0.0010511945],"domain_scores_gemma":[0.9965243,0.0011332645,0.0008094216,0.00039114105,0.00046803037,0.00067384745],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018156418,0.0003434045,0.0007815736,0.00031136555,0.0026995153,0.000015147544,0.0001245599,0.0003213552,0.0000025596955],"category_scores_gemma":[0.00015633827,0.0003283667,0.00006487014,0.00042615604,0.00010810263,0.00022211266,0.0001324407,0.00068372715,0.0000014167712],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012584237,0.0053470684,0.041295905,0.17948121,0.00017463783,9.008772e-7,0.041144766,0.36465704,0.0036568225,0.02277123,0.0042866357,0.32459953],"study_design_scores_gemma":[0.0027171515,0.00023746757,0.0011953793,0.0008618071,0.000085057465,5.2938293e-7,0.0011985406,0.99147195,0.0002253427,0.0008237675,0.0009784987,0.00020452822],"about_ca_topic_score_codex":0.00026594382,"about_ca_topic_score_gemma":0.000085813524,"teacher_disagreement_score":0.6268149,"about_ca_system_score_codex":0.00044904047,"about_ca_system_score_gemma":0.005225852,"threshold_uncertainty_score":0.99991685},"labels":[],"label_agreement":null},{"id":"W4412999201","doi":"10.2196/70691","title":"Cerina—Cognitive Behavioral Therapy–Based Mobile App for Managing Generalized Anxiety Disorder Symptoms Among University Students: Results From a Pilot Feasibility Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Randomized controlled trial; Pilot trial; Cognition; Physical therapy; Cognitive behavioral therapy; Psychology; Medicine; Computer science; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.06079342843235771,"score_gpt":0.4272116265149673,"score_spread":0.3664181980826096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412999201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95704716,0.0066372696,0.005499773,0.00035557177,0.0016554219,0.026613133,0.0010187523,0.0002623385,0.0009105842],"genre_scores_gemma":[0.9789471,0.01294393,0.00030915166,0.00069476385,0.00026593354,0.00495407,0.0005462115,0.00005190129,0.001286925],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99367595,0.0021093902,0.0012313512,0.0016089539,0.00044967287,0.0009246885],"domain_scores_gemma":[0.99459076,0.0029014358,0.0009796302,0.0005563191,0.0005060459,0.00046583926],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023876627,0.0006083137,0.0020850198,0.0006247435,0.0008145739,0.00010604683,0.0003873091,0.00029459098,0.00012866408],"category_scores_gemma":[0.0003722665,0.0005077752,0.00047224583,0.00090117566,0.00044177967,0.0002047738,0.00010443112,0.0004266664,0.0000068690993],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.875739,0.005893102,0.056000404,0.0001380099,0.00050002197,0.0000035424637,0.001559491,0.0000023872958,0.0000013188744,0.0001142606,0.00047182612,0.059576683],"study_design_scores_gemma":[0.9367334,0.002759218,0.053600132,0.00013063868,0.00082790066,4.5325626e-7,0.0025167407,0.00018437354,0.0000040638533,0.00064074347,0.0022223806,0.00037991008],"about_ca_topic_score_codex":0.0036617988,"about_ca_topic_score_gemma":0.00026238634,"teacher_disagreement_score":0.06099449,"about_ca_system_score_codex":0.000308514,"about_ca_system_score_gemma":0.00045200682,"threshold_uncertainty_score":0.9997374},"labels":[],"label_agreement":null},{"id":"W4412999501","doi":"10.2196/64604","title":"The Association of Previous Day Carbohydrate Consumption With Fasted, Exhaled Carbon Dioxide in Lumen Users: Retrospective Real-World Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Consumption (sociology); Carbon dioxide; Medicine; Computer science; Chemistry; World Wide Web","score_opus":0.023873259330477164,"score_gpt":0.3482940242593045,"score_spread":0.3244207649288273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412999501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98945093,0.0017547503,0.0000011423755,0.0012616781,0.00018597061,0.0022049986,0.000006484332,0.00003796853,0.005096053],"genre_scores_gemma":[0.9902919,0.0072967303,0.000019335357,0.00016674136,0.00006473887,0.00021612165,0.000005672504,0.000013138162,0.0019256275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981097,0.0002989632,0.00053425017,0.00031291915,0.00032691687,0.00041724075],"domain_scores_gemma":[0.99885255,0.00020933957,0.00037797232,0.00025901487,0.00017413855,0.00012700672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014305074,0.00017138732,0.0006422334,0.00023459148,0.00017525836,0.000013363141,0.00005697979,0.00006427804,0.0000010968404],"category_scores_gemma":[0.00011891187,0.000113408765,0.000030024128,0.00060713815,0.000073190655,0.00004890027,0.00003797624,0.00031024573,5.565977e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006901946,0.00028020135,0.9920543,0.0005354295,0.00011321994,0.0000046497385,0.003992968,7.205641e-7,0.000041057665,0.00061358855,0.000120376404,0.0015533163],"study_design_scores_gemma":[0.003523618,0.00060977956,0.99268925,0.00025159118,0.00028409358,3.7617892e-7,0.0020886052,0.00002862765,0.000015749823,0.0000791837,0.00035128288,0.000077856035],"about_ca_topic_score_codex":0.0030280224,"about_ca_topic_score_gemma":0.01691791,"teacher_disagreement_score":0.013889887,"about_ca_system_score_codex":0.0005189059,"about_ca_system_score_gemma":0.00046052973,"threshold_uncertainty_score":0.9440591},"labels":[],"label_agreement":null},{"id":"W4412999878","doi":"10.2196/71578","title":"Impacts of Environmental Distractions and Interruptions on Unsupervised Digital Cognitive Assessments in Older Adults: Cognitive Ecological Momentary Assessment Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Preprint; Cognition; Psychology; Ecology; Computer science; Biology","score_opus":0.032709419048128185,"score_gpt":0.4435092558743579,"score_spread":0.4107998368262297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412999878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931085,0.00012339634,0.000046670364,0.00063556794,0.000056341138,0.0034972788,0.00045410934,0.000019511794,0.0020586296],"genre_scores_gemma":[0.99784166,0.000528327,0.000019417477,0.00077276933,0.000021414176,0.00039766871,0.0003086953,0.000011820054,0.00009820277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792373,0.00019654725,0.0005334271,0.0005017793,0.00037602423,0.000468487],"domain_scores_gemma":[0.9989092,0.0004018375,0.00012171782,0.000108030035,0.000058324724,0.00040091504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034955656,0.00022421664,0.00043133512,0.00040544337,0.00018416971,0.00004028885,0.000045326753,0.00008315838,0.00017156267],"category_scores_gemma":[0.00005400647,0.0001897006,0.000049068916,0.00025793098,0.0002034415,0.00019783249,0.00010649291,0.0005118084,0.000004314757],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018676434,0.014113965,0.93711305,0.0005620739,0.00011868632,0.000044994173,0.00090301246,3.964703e-8,0.000025938747,0.000028133465,0.000030611085,0.045191847],"study_design_scores_gemma":[0.011850797,0.007231561,0.9371521,0.00089134765,0.00016273774,0.00001142341,0.042465925,0.000069972455,0.000015432652,0.00003194851,0.0000070612555,0.00010973559],"about_ca_topic_score_codex":0.00011774097,"about_ca_topic_score_gemma":0.00007042245,"teacher_disagreement_score":0.04508211,"about_ca_system_score_codex":0.00030380813,"about_ca_system_score_gemma":0.00036179472,"threshold_uncertainty_score":0.77357656},"labels":[],"label_agreement":null},{"id":"W4413056041","doi":"10.2196/65260","title":"Effects of Information Length and Implementation Intentions on Adherence to Weight Management Strategies: Experimental Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight management; Moderation; Psychology; Cognition; Weight loss; Medicine; Social psychology; Obesity","score_opus":0.058702687863574785,"score_gpt":0.4957065092587303,"score_spread":0.4370038213951555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413056041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913258,0.0003710965,0.00032695135,0.0003560164,0.00057451485,0.0029665672,0.00002078246,0.00003656187,0.004021724],"genre_scores_gemma":[0.9976331,0.00008522595,0.0001500893,0.0008713792,0.000017167824,0.0010271181,0.000019549108,0.0000054142174,0.00019093715],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99858177,0.00014383193,0.00057343487,0.00022976646,0.00015830509,0.00031292104],"domain_scores_gemma":[0.99934995,0.00004460662,0.00015849088,0.00017170767,0.000049605067,0.00022566669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002710168,0.00013306194,0.00019753422,0.0003649158,0.00022008551,0.000031957803,0.00007802051,0.00005019982,0.000097479875],"category_scores_gemma":[0.0000034465415,0.00012554108,0.000029237815,0.00027243924,0.000031918433,0.00021366974,0.000049950442,0.00013659056,0.000019604244],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013931658,0.006171345,0.026009923,0.0048114387,0.00011293685,0.000007461735,0.035942733,9.07605e-7,0.000060659608,0.27682117,0.016285727,0.6323826],"study_design_scores_gemma":[0.0032343948,0.00893563,0.91637546,0.00022107619,0.00006837055,0.0000015048407,0.06898843,0.0000054277184,0.00009154285,0.00019287995,0.0017688487,0.000116445575],"about_ca_topic_score_codex":0.0010984862,"about_ca_topic_score_gemma":0.00024546572,"teacher_disagreement_score":0.89036554,"about_ca_system_score_codex":0.00008994685,"about_ca_system_score_gemma":0.00008633132,"threshold_uncertainty_score":0.5119417},"labels":[],"label_agreement":null},{"id":"W4413116298","doi":"10.2196/70895","title":"Clarifying Blood Indices in Patients With Ovarian Cancer","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ovarian cancer; Medicine; Cancer; Oncology; Internal medicine; Gynecology","score_opus":0.020401668274714124,"score_gpt":0.3471325445170666,"score_spread":0.3267308762423525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413116298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932453,0.0016314524,0.0000047824565,0.0025402904,0.00013014732,0.0010831091,0.000018000519,0.000053307773,0.0012935792],"genre_scores_gemma":[0.99478287,0.00030026564,0.0004936931,0.004048048,0.000055245484,0.00020946807,0.000026105863,0.00001569887,0.00006860459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985625,0.000070974485,0.00034680113,0.00033697262,0.00022380793,0.00045891953],"domain_scores_gemma":[0.99922574,0.000037878377,0.00012740043,0.00020645103,0.00007285013,0.00032967443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027272565,0.00015722167,0.00030844388,0.0003260176,0.00015660454,0.0000180313,0.00006225959,0.0001396376,0.00003453057],"category_scores_gemma":[0.000023617085,0.00012651808,0.00002262717,0.00045770672,0.00007427363,0.00007930675,0.000034994708,0.00033095788,0.000001901009],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012880651,0.0003445697,0.9772318,0.0030861879,0.000048276816,0.000012141016,0.00029492218,2.3745955e-7,0.0000015071221,0.00022063965,0.0003491145,0.017122539],"study_design_scores_gemma":[0.0060665803,0.00024139612,0.9915708,0.00073236943,0.00017183593,0.0000012260421,0.00008182663,0.000017791033,0.0000144439555,0.000057348978,0.0009440447,0.00010034698],"about_ca_topic_score_codex":0.00035333424,"about_ca_topic_score_gemma":0.00020995263,"teacher_disagreement_score":0.017022192,"about_ca_system_score_codex":0.00014383726,"about_ca_system_score_gemma":0.0009851129,"threshold_uncertainty_score":0.5159257},"labels":[],"label_agreement":null},{"id":"W4413139224","doi":"10.2196/66185","title":"Exploring the Utility of Digital Voice Assistants for Primary Care Patients, Including Those With Physical and Visual Disabilities: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"AI in Service Interactions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Primary care; Assistive technology; Medicine; Psychology; Audiology; Physical medicine and rehabilitation; Multimedia; Human–computer interaction; Computer science; Family medicine","score_opus":0.1316923885280359,"score_gpt":0.4301067744662532,"score_spread":0.29841438593821734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413139224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529165,0.00006436039,0.002794246,0.00020583636,0.00028061256,0.0009969265,0.00007749039,0.000046838533,0.00024203376],"genre_scores_gemma":[0.9992114,0.000010649064,0.0002567429,0.00015064473,0.000062807914,0.00027124115,0.000012647346,0.0000072273992,0.000016662525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985564,0.00007702716,0.00036103211,0.00043750776,0.00027835355,0.00028970715],"domain_scores_gemma":[0.99827695,0.0009314553,0.00015153516,0.00026629123,0.00025250035,0.00012126858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024886863,0.00014284,0.00022845755,0.000066004795,0.0006823843,0.00018598916,0.00022461056,0.000025292153,4.2697093e-7],"category_scores_gemma":[0.000062347055,0.00009935552,0.000033691937,0.00028450263,0.00014516304,0.0009532768,0.00028254004,0.0001979533,3.29714e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022824231,0.00058319845,0.9636491,0.001366726,0.00001646627,1.438603e-7,0.0136371115,0.0000018249825,6.2656125e-7,0.0004669762,0.000015394424,0.020034175],"study_design_scores_gemma":[0.0006829329,0.00072264345,0.98947436,0.00006224361,0.000011643047,9.606155e-7,0.006917007,0.0016352327,0.0000041948338,0.0003013692,0.00010831863,0.00007908979],"about_ca_topic_score_codex":0.0001481237,"about_ca_topic_score_gemma":0.00011484744,"teacher_disagreement_score":0.02582525,"about_ca_system_score_codex":0.00015863321,"about_ca_system_score_gemma":0.00035441347,"threshold_uncertainty_score":0.5248417},"labels":[],"label_agreement":null},{"id":"W4413139362","doi":"10.2196/64861","title":"Factors Influencing Engagement in a Digital Substance Use Prevention Program: Qualitative Study Using the Capability, Opportunity, Motivation Model and Theoretical Domains Framework","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Substance use; Psychology; Qualitative research; Applied psychology; Social psychology; Knowledge management; Computer science; Clinical psychology; Sociology","score_opus":0.2561825161355301,"score_gpt":0.5247958649354207,"score_spread":0.2686133487998906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413139362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928584,0.00013596837,0.0016560245,0.00082590204,0.00019868251,0.0039112098,0.00006322945,0.00007099691,0.00027955518],"genre_scores_gemma":[0.9985984,0.00000973639,0.00041753126,0.00038291988,0.000015716423,0.00045323142,0.000022117847,0.000018375318,0.00008199998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99681884,0.00092865893,0.0008985886,0.0005296105,0.0002559956,0.000568279],"domain_scores_gemma":[0.99792916,0.0010641717,0.00026579652,0.00035368482,0.00008118941,0.0003060066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001835742,0.00023794419,0.00033111288,0.00022596434,0.00043497747,0.00018312632,0.00013525684,0.00012856923,0.000012834378],"category_scores_gemma":[0.00036980785,0.00018429845,0.00005170174,0.00050972565,0.00035796835,0.00050370506,0.00011619862,0.0006316067,8.1133726e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037490705,0.0045072976,0.26281986,0.00088795833,0.0000551501,0.0000030180004,0.2552526,0.000026239575,5.9897377e-7,0.457737,0.000034152195,0.018301236],"study_design_scores_gemma":[0.0012676561,0.0014511638,0.57300764,0.0006208104,0.000053217784,0.0000023716404,0.18201053,0.0014174178,0.0000010991004,0.23993856,0.0000148396675,0.00021467487],"about_ca_topic_score_codex":0.00043827872,"about_ca_topic_score_gemma":0.0004803725,"teacher_disagreement_score":0.31018782,"about_ca_system_score_codex":0.00041979848,"about_ca_system_score_gemma":0.0002813637,"threshold_uncertainty_score":0.7515473},"labels":[],"label_agreement":null},{"id":"W4413183511","doi":"10.2196/63232","title":"A scoping review of mobile health devices for Parkinson’s disease: Clinical monitoring and applications (Preprint)","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; mHealth; Parkinson's disease; Medicine; Computer science; Disease; Psychological intervention; World Wide Web; Psychiatry; Pathology","score_opus":0.08942608298806082,"score_gpt":0.481710825731409,"score_spread":0.3922847427433482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413183511","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12283265,0.8628214,0.0009637445,0.0024170305,0.0002139443,0.010408139,0.00016515396,0.00012624978,0.000051715284],"genre_scores_gemma":[0.5866226,0.405019,0.001871039,0.0012270627,0.0003287716,0.0048253564,0.000050788607,0.000026038446,0.000029351731],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980242,0.00008732711,0.0007796984,0.0005667093,0.00018677878,0.0003552813],"domain_scores_gemma":[0.9981151,0.00021748582,0.00021494947,0.0002872099,0.00006854396,0.0010966884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095172186,0.00016774338,0.0006405433,0.00009181249,0.0001823829,0.000020232306,0.000047206013,0.00005440074,0.000011173577],"category_scores_gemma":[0.00004018464,0.00014009755,0.00011022716,0.00016921418,0.0000538307,0.000066137865,0.00003835555,0.00014693267,0.000004144435],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015943278,0.00034012063,0.054800015,0.47054347,0.000056198704,0.0000062428066,0.00010105186,2.1165312e-7,0.0000015315958,0.00076651294,0.00030608074,0.47291914],"study_design_scores_gemma":[0.002738473,0.0027387384,0.49509767,0.30449578,0.00082846323,0.000044212942,0.00023716873,0.00036053988,0.000015117528,0.0008008596,0.19229326,0.0003497302],"about_ca_topic_score_codex":0.00003889359,"about_ca_topic_score_gemma":0.0000073065207,"teacher_disagreement_score":0.4725694,"about_ca_system_score_codex":0.00009008315,"about_ca_system_score_gemma":0.0015093498,"threshold_uncertainty_score":0.5713012},"labels":[],"label_agreement":null},{"id":"W4413276386","doi":"10.2196/59041","title":"Adolescent Engagement With a Multicomponent mHealth Tool: Identifying Usage Patterns, Determinants, and Health Behavior Change in an Intervention Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Gent; Fonds Wetenschappelijk Onderzoek","keywords":"mHealth; Intervention (counseling); Behavior change; Psychology; Psychological intervention; eHealth; Medicine; Applied psychology; Health care; Social psychology; Psychiatry","score_opus":0.24882642190570267,"score_gpt":0.5366498467578669,"score_spread":0.28782342485216417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413276386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95992357,0.0035759856,0.0006873319,0.0060507664,0.0010246094,0.028345574,0.00012761052,0.00022252915,0.000042048978],"genre_scores_gemma":[0.9245861,0.010853874,0.00089016464,0.013909869,0.00043105628,0.048957396,0.00019564883,0.000074811636,0.00010106344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99001104,0.002521571,0.0030077188,0.0014751251,0.00054073206,0.0024438028],"domain_scores_gemma":[0.9955225,0.00030480768,0.0013318197,0.0008972975,0.00017262543,0.0017709491],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006361821,0.0006099907,0.0012704664,0.00094746647,0.0025117672,0.00006710239,0.00031714127,0.0003983091,0.000058119113],"category_scores_gemma":[0.00004989804,0.00055400457,0.000076693446,0.00068550097,0.00013079963,0.00048799685,0.00027224925,0.0020490417,0.000015231261],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046837972,0.001559593,0.5960023,0.019433701,0.000007213776,0.000011264759,0.003329776,3.3869216e-7,0.0000024304813,0.0014446429,0.00027103943,0.3732539],"study_design_scores_gemma":[0.03428079,0.0018606271,0.94945896,0.003726639,0.000069174166,0.000008233102,0.0027125487,0.0005481523,0.0000012856098,0.00007321588,0.006902255,0.00035812074],"about_ca_topic_score_codex":0.011984585,"about_ca_topic_score_gemma":0.029108189,"teacher_disagreement_score":0.37289578,"about_ca_system_score_codex":0.0014407175,"about_ca_system_score_gemma":0.0023040988,"threshold_uncertainty_score":0.9996911},"labels":[],"label_agreement":null},{"id":"W4413335506","doi":"10.2196/63313","title":"Behavior Change Resources Used in Mobile App–Based Interventions Addressing Weight, Behavioral, and Metabolic Outcomes in Adults With Overweight and Obesity: Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chinese Academy of Medical Sciences","keywords":"Randomized controlled trial; Overweight; Psychological intervention; Meta-analysis; Medicine; Obesity; Gerontology; Behavior change; Physical therapy; Intervention (counseling); mHealth; Psychology; Psychiatry; Internal medicine","score_opus":0.19784840984186106,"score_gpt":0.5106098217274323,"score_spread":0.31276141188557127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413335506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50030726,0.43136114,0.00005031419,0.0030326422,0.000050453124,0.06479381,0.00032195006,0.00005162556,0.000030791114],"genre_scores_gemma":[0.67901504,0.089025386,0.00039065356,0.0040137977,0.000019458867,0.22724886,0.00008552604,0.000032868073,0.0001684273],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98303324,0.008512202,0.0063355644,0.00085081026,0.00040394382,0.0008642632],"domain_scores_gemma":[0.9879362,0.006896001,0.0035883968,0.0006373901,0.00024728535,0.0006947251],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.017251244,0.00054921093,0.018369766,0.0021508974,0.00061635964,0.000031692914,0.0001559125,0.00033092027,0.00008267376],"category_scores_gemma":[0.00091920746,0.00033489923,0.0008115635,0.0015690097,0.00028676505,0.00018675155,0.00009971621,0.0007473502,7.0810756e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012816349,0.0014783483,0.15126334,0.81979156,0.0068171322,0.0000057276343,0.0043893834,9.2225e-7,9.820681e-7,0.0025304283,0.000060199887,0.00084562105],"study_design_scores_gemma":[0.19394924,0.00046142645,0.1793944,0.038002204,0.5845165,0.0000031562256,0.0023483697,0.0005010666,8.89713e-7,0.00011864542,0.00017819008,0.0005258838],"about_ca_topic_score_codex":0.0034347123,"about_ca_topic_score_gemma":0.008658932,"teacher_disagreement_score":0.78178936,"about_ca_system_score_codex":0.0001107585,"about_ca_system_score_gemma":0.00061825936,"threshold_uncertainty_score":0.9999103},"labels":[],"label_agreement":null},{"id":"W4413357605","doi":"10.2196/81972","title":"Self-monitoring at a Glance: Exploring the Design Space of Glanceable Smartwatch Feedback Displays (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Smartwatch; Space (punctuation); Human–computer interaction; Computer science; Wearable computer; Embedded system; World Wide Web; Operating system","score_opus":0.07190362033319901,"score_gpt":0.3543855496404481,"score_spread":0.2824819293072491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413357605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8732389,0.0006099155,0.114697404,0.0072214813,0.001465542,0.000862829,0.0000015527143,0.0003183172,0.0015840166],"genre_scores_gemma":[0.9746891,0.00074016245,0.02351817,0.0002646089,0.00009851543,0.00026430323,7.5704435e-7,0.000009921746,0.0004144112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99816686,0.00017899193,0.00044418496,0.00048307853,0.00019557025,0.0005313032],"domain_scores_gemma":[0.9984418,0.00036026942,0.0002940957,0.00070475496,0.00011520672,0.00008386966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008283014,0.00018167162,0.00029025812,0.0002004841,0.0005847126,0.000050895836,0.0005910685,0.00008826099,0.0000033677572],"category_scores_gemma":[0.00004955808,0.00014345894,0.000034075303,0.00081162923,0.0000984853,0.00038192805,0.00038802635,0.00045690767,0.0000141596365],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008759924,0.0007018487,0.29204148,0.0070690354,0.00020251657,0.00002680674,0.030016074,0.00037366702,0.0057803197,0.5259994,0.008105306,0.12880751],"study_design_scores_gemma":[0.004036343,0.0013131857,0.7759614,0.0017508611,0.00007772338,0.00013276956,0.0024827886,0.041921932,0.100705236,0.020975048,0.049643677,0.0009990431],"about_ca_topic_score_codex":0.000064964115,"about_ca_topic_score_gemma":0.000014498598,"teacher_disagreement_score":0.5050244,"about_ca_system_score_codex":0.00030264354,"about_ca_system_score_gemma":0.00027735173,"threshold_uncertainty_score":0.58500856},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4413397773","doi":"10.2196/82143","title":"Cost-Effectiveness of Virtual Emergency Care Models: A Systematic Review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Computer science; Systematic review; Risk analysis (engineering); Business; MEDLINE; World Wide Web; Political science","score_opus":0.07331781173772783,"score_gpt":0.4255842641208434,"score_spread":0.35226645238311555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413397773","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09594752,0.87976867,0.0013409973,0.0014719648,0.0007152336,0.01168176,0.000065023385,0.000106487874,0.008902365],"genre_scores_gemma":[0.74774534,0.25033012,0.00004435885,0.00087614794,0.000027217453,0.00079842866,0.00002393321,0.000011151425,0.00014327593],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.997956,0.0003212936,0.00084425317,0.00034495513,0.00021720598,0.00031631734],"domain_scores_gemma":[0.99865556,0.00012481534,0.00022334342,0.00040410532,0.00039034654,0.00020185605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082900387,0.00019535037,0.0011822459,0.00012110657,0.0001538114,0.0000019726947,0.00008535938,0.00007852961,0.00002107274],"category_scores_gemma":[0.00022963613,0.00015067063,0.00013311548,0.00040475652,0.000053549087,0.000057383655,0.000071122464,0.00021081755,0.0000038578287],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015254368,0.00009160954,0.0014007183,0.98793006,0.000089403635,0.0000029215494,0.0011915178,0.0000040965538,0.0000086503,0.005907014,0.0020208347,0.0012006481],"study_design_scores_gemma":[0.004152912,0.0023386138,0.03380752,0.9375589,0.0043007587,0.000046399484,0.013140377,0.0005737715,0.00014820631,0.002244154,0.0010584429,0.00062997855],"about_ca_topic_score_codex":0.000098715675,"about_ca_topic_score_gemma":0.000021591155,"teacher_disagreement_score":0.65179783,"about_ca_system_score_codex":0.0001234496,"about_ca_system_score_gemma":0.000406877,"threshold_uncertainty_score":0.614417},"labels":[],"label_agreement":null},{"id":"W4413410071","doi":"10.2196/73772","title":"Completion and Compliance Rates for an Intensive mHealth Study Design to Promote Self-Awareness and Self-Care Among Care Partners of Individuals With Traumatic Brain Injury: Secondary Analysis of a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research; National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"mHealth; Randomized controlled trial; Self-monitoring; Psychological intervention; Medicine; Telehealth; Self-management; Activity tracker; Psychology; Health care; Telemedicine; Physical therapy; Nursing; Physical activity","score_opus":0.10175789112678979,"score_gpt":0.4896514092106806,"score_spread":0.38789351808389083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413410071","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964842,0.0013274446,0.0013530876,0.00065551343,0.00020724854,0.031034226,0.00042610418,0.00007094042,0.00008340104],"genre_scores_gemma":[0.99153906,0.00003185172,0.0020178626,0.0006910898,0.000021790755,0.005504905,0.00014331617,0.00002863314,0.000021470925],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9943519,0.0020496296,0.0020043384,0.0007498905,0.00027933135,0.0005649098],"domain_scores_gemma":[0.99556446,0.0014981907,0.001277457,0.00038265332,0.0007524453,0.0005248206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028363047,0.000372425,0.003400145,0.0009649539,0.00035990385,0.00005690794,0.00015637634,0.00014029563,0.000006776515],"category_scores_gemma":[0.00018307132,0.00029939265,0.0001837929,0.00090407825,0.00022913697,0.00016593686,0.000053680822,0.00021923824,2.6373607e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7987333,0.0030053114,0.046701506,0.012501322,0.0034999258,0.0000017483327,0.12181969,0.000013878175,0.0000013927772,0.0011807799,0.0002729272,0.012268252],"study_design_scores_gemma":[0.69263446,0.023297112,0.21494238,0.0008704676,0.003986224,0.0000022631295,0.062653095,0.001039199,0.000010553485,0.00024533676,0.000025547637,0.0002933525],"about_ca_topic_score_codex":0.00087399647,"about_ca_topic_score_gemma":0.0012143763,"teacher_disagreement_score":0.16824088,"about_ca_system_score_codex":0.00016054418,"about_ca_system_score_gemma":0.00065794354,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W4413420187","doi":"10.2196/60276","title":"Should Digital Interventions for HIV Self-Testing Be Regulated with World Health Organization Prequalification?","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Human immunodeficiency virus (HIV); mHealth; Digital health; Medicine; Family medicine; Health care; Nursing; Political science","score_opus":0.5058269473123679,"score_gpt":0.602712459383894,"score_spread":0.09688551207152607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413420187","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28253362,0.002457062,0.04872407,0.6449277,0.00038368083,0.011065537,0.0003086188,0.0012424898,0.00835723],"genre_scores_gemma":[0.9666816,0.00044748577,0.01565752,0.007940687,0.00014878111,0.00020182399,0.00049064885,0.000052049705,0.008379413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997387,0.00011299405,0.0009462458,0.0005456895,0.00044355335,0.00056452036],"domain_scores_gemma":[0.993946,0.0035405774,0.00034339936,0.00044923762,0.0011053152,0.0006154461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024846059,0.00016712699,0.00044940293,0.00036164568,0.00056764955,0.00009392924,0.0001263068,0.00018041959,0.000016789689],"category_scores_gemma":[0.0045746355,0.00014053055,0.00005613971,0.0016333474,0.00012666508,0.00013630773,0.000066908906,0.0008933722,0.0000046820796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018219029,0.0036053972,0.53402036,0.10088786,0.00030963146,0.000007804247,0.0035682882,0.000022764953,0.000026131267,0.22465755,0.050464127,0.08060815],"study_design_scores_gemma":[0.014601236,0.00756518,0.88946635,0.016085654,0.00047347677,0.000079126716,0.002183981,0.0054231426,0.00008663507,0.025015427,0.038275324,0.0007444412],"about_ca_topic_score_codex":0.000057908535,"about_ca_topic_score_gemma":0.00027369655,"teacher_disagreement_score":0.684148,"about_ca_system_score_codex":0.00037515964,"about_ca_system_score_gemma":0.003828206,"threshold_uncertainty_score":0.6791073},"labels":[],"label_agreement":null},{"id":"W4413546251","doi":"10.2196/65218","title":"Exploring Fit in a Mobile Health Intervention for Alcohol Use Disorder: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Preprint; mHealth; Intervention (counseling); Qualitative research; Psychology; Alcohol use disorder; Medicine; Alcohol; Psychological intervention; Computer science; World Wide Web; Psychiatry; Sociology","score_opus":0.8199638774122687,"score_gpt":0.7363885841512571,"score_spread":0.08357529326101165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413546251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701085,0.00042002037,0.0014002183,0.010974078,0.0007677093,0.01590438,0.00020121105,0.00012999821,0.000093854105],"genre_scores_gemma":[0.95202106,0.0009467571,0.0009313384,0.01548361,0.000109249704,0.02979179,0.000033163997,0.000031690844,0.00065132126],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9902736,0.0043017347,0.0025079746,0.0008111247,0.00037495283,0.0017306138],"domain_scores_gemma":[0.9936962,0.0041294866,0.0008220082,0.0004453649,0.00023453592,0.00067238376],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.010273798,0.0002873587,0.0007715333,0.0008795908,0.0017393368,0.000038147413,0.00023229564,0.00010913622,0.00004340782],"category_scores_gemma":[0.00089057244,0.00027953304,0.00007103538,0.0013050457,0.00008612523,0.0007989487,0.00015458597,0.00074961,0.000023485916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064029306,0.001034991,0.13187088,0.010555102,0.000021982838,0.0000013970161,0.71458775,0.000010772609,0.0000020777716,0.00684414,0.0075337323,0.12689687],"study_design_scores_gemma":[0.010600869,0.002954455,0.29219252,0.00090344023,0.000018839206,5.917273e-7,0.62254447,0.00035131504,8.7618275e-7,0.001028204,0.06911895,0.00028549388],"about_ca_topic_score_codex":0.0126171345,"about_ca_topic_score_gemma":0.017586494,"teacher_disagreement_score":0.16032165,"about_ca_system_score_codex":0.0011054239,"about_ca_system_score_gemma":0.0025219987,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W4413552585","doi":"10.2196/63573","title":"What to Consider When Developing Multidomain Mobile Health Interventions for Lifestyle Management","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Personalization; Flexibility (engineering); Health care; Knowledge management; Medicine; Computer science; Nursing; Political science; World Wide Web","score_opus":0.1151129979719123,"score_gpt":0.5254302553602278,"score_spread":0.4103172573883155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413552585","genre_codex":"commentary","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09482096,0.049758036,0.25428605,0.39756945,0.014145409,0.17994633,0.0008286858,0.0018504718,0.0067946003],"genre_scores_gemma":[0.10514534,0.050361123,0.13109462,0.31283525,0.0010584025,0.3765341,0.00061476877,0.00021597103,0.022140404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9926498,0.00080556516,0.0026292787,0.0011620196,0.0003142129,0.0024391515],"domain_scores_gemma":[0.99469227,0.0012973073,0.0007569287,0.0008623749,0.0003717986,0.0020193467],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037568759,0.00046204048,0.0011389109,0.00085242145,0.0041562254,0.00007129331,0.0003603057,0.00032241124,0.00011646119],"category_scores_gemma":[0.00016949122,0.00046327448,0.000181538,0.00082534313,0.000104311606,0.00030552686,0.0003169971,0.0007896909,0.00023196246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003777753,0.00035693866,0.0038687035,0.06385087,0.00006412904,0.0000016518011,0.0044342265,0.000010734608,0.0000020466932,0.21535917,0.3291561,0.38251767],"study_design_scores_gemma":[0.0034491508,0.0005159404,0.019111393,0.00611871,0.00007079496,0.0000031533639,0.011354789,0.00014242934,0.0000022503068,0.010489651,0.9483623,0.00037946863],"about_ca_topic_score_codex":0.0005277663,"about_ca_topic_score_gemma":0.0017840592,"teacher_disagreement_score":0.6192062,"about_ca_system_score_codex":0.0013075826,"about_ca_system_score_gemma":0.0040234374,"threshold_uncertainty_score":0.9997819},"labels":[],"label_agreement":null},{"id":"W4413561756","doi":"10.2196/64884","title":"Smartphone App–Guided Pulmonary Rehabilitation in Chronic Respiratory Diseases: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation of Korea; Ministry of Science and ICT, South Korea; Korea Health Industry Development Institute; National Research Foundation","keywords":"Medicine; Pulmonary rehabilitation; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Rehabilitation; Asthma; COPD; Vital capacity; Internal medicine; Lung","score_opus":0.025395694349273353,"score_gpt":0.3860432500964614,"score_spread":0.36064755574718804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413561756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9260534,0.038490526,0.000055030083,0.008343365,0.00057132955,0.022780593,0.000039574486,0.00015164423,0.0035145131],"genre_scores_gemma":[0.9875439,0.00177484,0.00016150724,0.0020062423,0.0006610578,0.0063793585,0.00009294143,0.000045774166,0.0013343951],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99411863,0.0017442236,0.0017184934,0.00084735703,0.00063827675,0.0009330156],"domain_scores_gemma":[0.9958212,0.002122059,0.00033753066,0.00062897545,0.00021960215,0.0008706521],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002815127,0.00036780225,0.0024135082,0.00095007115,0.0002558561,0.000028157434,0.00013198712,0.00022430626,0.00018449637],"category_scores_gemma":[0.0017535158,0.0003013947,0.0003949466,0.0008656141,0.0005511894,0.00015856324,0.00009145788,0.00064926926,0.000019746525],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9586379,0.0009913376,0.0049885465,0.0076743634,0.000088341156,0.00006448407,0.00020011346,0.000011088156,0.00003450203,0.0019371338,0.00346709,0.021905113],"study_design_scores_gemma":[0.87304235,0.0006686867,0.11671746,0.0005104512,0.0002888415,0.0000062982826,0.00022902543,0.0037270675,0.0000015618681,0.0012899324,0.0033335916,0.0001847639],"about_ca_topic_score_codex":0.00030017982,"about_ca_topic_score_gemma":0.000075994314,"teacher_disagreement_score":0.111728914,"about_ca_system_score_codex":0.002101159,"about_ca_system_score_gemma":0.008318628,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W4413749440","doi":"10.2196/71193","title":"The Effect and Safety of App-Based Interventions for Populations With Osteoarthritis: Systematic Review and Meta-Analysis of Randomized Controlled Trials","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Meta-analysis; Randomized controlled trial; Psychological intervention; Physical therapy; Systematic review; Osteoarthritis; Medicine; Psychology; MEDLINE; Alternative medicine; Computer science; Surgery; World Wide Web; Psychiatry; Internal medicine","score_opus":0.11624534024565529,"score_gpt":0.45442996942646835,"score_spread":0.33818462918081305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413749440","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008378086,0.93595016,0.00028834664,0.0004871352,0.00003727234,0.06237393,0.000812878,0.000016996724,0.00002489655],"genre_scores_gemma":[0.00023645854,0.9786999,0.00039049992,0.0001256379,0.000012660865,0.019656764,0.00049357844,0.00002273647,0.00036176713],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98942804,0.004786013,0.004853248,0.0003944051,0.00026818135,0.0002700906],"domain_scores_gemma":[0.9797059,0.015089037,0.0042822296,0.00046942657,0.00022253713,0.00023084774],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.013856045,0.00048581258,0.044181384,0.0005861613,0.00025469356,0.0000240013,0.00006781015,0.00017374234,0.000012451172],"category_scores_gemma":[0.0032919003,0.00020311402,0.0064187166,0.000547991,0.00016837653,0.000028140601,0.00002083914,0.0001694159,1.2466809e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011559099,0.000050114573,8.68312e-7,0.913342,0.05168382,6.8167265e-7,0.000014627867,6.692396e-8,1.1538113e-8,0.0010178033,0.000012297472,0.022318598],"study_design_scores_gemma":[0.09174649,0.0020090337,6.95662e-7,0.18247952,0.72337216,0.000008499004,0.00001129455,0.0000056608965,1.0622096e-7,0.000021382437,0.00025953303,0.000085625805],"about_ca_topic_score_codex":0.000018377203,"about_ca_topic_score_gemma":0.00014394782,"teacher_disagreement_score":0.7308625,"about_ca_system_score_codex":0.000039187296,"about_ca_system_score_gemma":0.0004975868,"threshold_uncertainty_score":0.97000873},"labels":[],"label_agreement":null},{"id":"W4413809987","doi":"10.2196/79238","title":"Evaluating Characteristics and Quality of Mental Health Apps Available in App Stores for Indian Users: Systematic App Search and Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Mental health; mHealth; App store; Smartphone app; Quality (philosophy); Internet privacy; Mobile apps; Psychology; Applied psychology; World Wide Web; Computer science; Psychological intervention; Psychiatry","score_opus":0.23062821787753066,"score_gpt":0.5488472482770892,"score_spread":0.31821903039955857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413809987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8739715,0.109359615,0.000044515895,0.0061470973,0.0004782828,0.008833436,0.00061159657,0.00004855027,0.00050540117],"genre_scores_gemma":[0.9846948,0.008299602,0.00067727605,0.003872101,0.000036916554,0.0009844644,0.00013993241,0.000029315643,0.0012656077],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9956356,0.0009620708,0.0019312111,0.0005304324,0.00025036407,0.0006902682],"domain_scores_gemma":[0.998038,0.00049581565,0.0006223192,0.00033354145,0.000082492275,0.00042782523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061387187,0.00021767915,0.0011130817,0.00029530795,0.00027574017,0.000033784396,0.00011959343,0.000105970255,0.000030177562],"category_scores_gemma":[0.00020276295,0.0002081762,0.000053772994,0.00033288982,0.00014171466,0.00012216621,0.00009009985,0.00027301942,0.000009808714],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003990864,0.0005643645,0.02248048,0.9079568,0.00004353312,8.5398995e-7,0.0037006706,5.667058e-8,0.0000032886326,0.008784703,0.0036440408,0.05242216],"study_design_scores_gemma":[0.012867497,0.008896027,0.66489816,0.29353815,0.00021238593,0.00008362078,0.012888808,0.00060945156,0.000016708496,0.0017033828,0.0032803442,0.0010055008],"about_ca_topic_score_codex":0.001802303,"about_ca_topic_score_gemma":0.0006191133,"teacher_disagreement_score":0.64241767,"about_ca_system_score_codex":0.00030897505,"about_ca_system_score_gemma":0.0005308779,"threshold_uncertainty_score":0.84891796},"labels":[],"label_agreement":null},{"id":"W4413921649","doi":"10.2196/65919","title":"Mobile App–Assisted Self-Monitoring of Blood Glucose in Type 2 Diabetes in Ningbo, China: 12-Month Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Science and Technology Program of Zhejiang Province","keywords":"Glycemic; Medicine; Type 2 diabetes; Type 2 Diabetes Mellitus; Cohort; Propensity score matching; Odds ratio; Retrospective cohort study; Diabetes management; Logistic regression; Diabetes mellitus; Internal medicine","score_opus":0.028358338319020064,"score_gpt":0.4134560621781496,"score_spread":0.38509772385912955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413921649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748871,0.004715315,0.000004045288,0.0004453923,0.00093452464,0.01480954,0.000037322745,0.00021793041,0.0039488515],"genre_scores_gemma":[0.972181,0.010080704,0.0004500259,0.0004619433,0.00020904855,0.016299658,0.000036737616,0.00005059323,0.00023027907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930244,0.0012168583,0.0024638686,0.0010430367,0.0004566622,0.0017951801],"domain_scores_gemma":[0.99668086,0.00057487306,0.00087206234,0.0008481605,0.00027193475,0.0007521404],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038422113,0.0004237663,0.0014334407,0.00094354764,0.0008712827,0.000011811554,0.00032074173,0.00045583796,0.000036474696],"category_scores_gemma":[0.0002803803,0.00041942744,0.00005830335,0.002232531,0.000093178634,0.00014962518,0.0001847627,0.0018778851,0.00001403648],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002817898,0.0021088885,0.9777904,0.004821258,0.000033002205,0.0000043502873,0.0039486294,0.0000045917554,0.000023399898,0.0005565902,0.00041718385,0.010009921],"study_design_scores_gemma":[0.0044622608,0.0013229477,0.9871498,0.0007101972,0.0001003329,6.882665e-7,0.002948994,0.00013123133,0.000012978906,0.00025410202,0.0026847576,0.00022176186],"about_ca_topic_score_codex":0.0049950094,"about_ca_topic_score_gemma":0.0040621944,"teacher_disagreement_score":0.009788159,"about_ca_system_score_codex":0.0010176477,"about_ca_system_score_gemma":0.0031653526,"threshold_uncertainty_score":0.9998258},"labels":[],"label_agreement":null},{"id":"W4413934395","doi":"10.2196/66411","title":"Pilot Study of a Mobile, Virtual Reality–Based Digital Therapeutic for Smoking Cessation: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Randomized controlled trial; Smoking cessation; Medicine; mHealth; Computer science; Psychological intervention; World Wide Web; Nursing; Surgery","score_opus":0.07886115314702431,"score_gpt":0.4157349016311727,"score_spread":0.3368737484841484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413934395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779727,0.00022806162,0.0020397007,0.0007276607,0.00056178035,0.018037032,0.000019177622,0.00006603796,0.00034786796],"genre_scores_gemma":[0.9942011,0.00003520623,0.000010991365,0.0006459233,0.0001601808,0.004665452,0.00006946267,0.000016626984,0.00019504901],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9975704,0.00031764802,0.0011295475,0.00032619626,0.00036971367,0.00028647116],"domain_scores_gemma":[0.9975566,0.0013191053,0.00049377204,0.0002630863,0.00021197567,0.00015541044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020307067,0.00019192138,0.0015496539,0.00028242418,0.00020490137,0.00004041531,0.00006283065,0.000072519295,0.000012758937],"category_scores_gemma":[0.00025145794,0.00014125326,0.00015471326,0.00026994265,0.000089629626,0.00007869652,0.000012430155,0.00019299115,1.028439e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9753323,0.0031932546,0.007291769,0.00062940957,0.00013733562,7.892076e-7,0.00073827535,0.000016478403,0.000007537299,0.00084603124,0.00008838509,0.011718409],"study_design_scores_gemma":[0.96339846,0.014903118,0.018139089,0.00013489314,0.0011013488,0.0000010773216,0.0011489203,0.0007623202,0.00000945764,0.00024107617,0.00006663048,0.00009361173],"about_ca_topic_score_codex":0.0002333323,"about_ca_topic_score_gemma":0.000021875465,"teacher_disagreement_score":0.016228428,"about_ca_system_score_codex":0.0001072573,"about_ca_system_score_gemma":0.0008173744,"threshold_uncertainty_score":0.57601404},"labels":[],"label_agreement":null},{"id":"W4413943439","doi":"10.2196/83148","title":"Reducing Sedentary Time After Knee Replacement Using a Multicomponent mHealth Intervention: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institutes of Health; University of South Carolina","keywords":"Preprint; Randomized controlled trial; Intervention (counseling); Physical therapy; Medicine; Physical medicine and rehabilitation; Computer science; Nursing; World Wide Web; Surgery","score_opus":0.04803497353066289,"score_gpt":0.45493779366779924,"score_spread":0.40690282013713636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413943439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9015924,0.008594919,0.002130723,0.012453931,0.004302893,0.06737162,0.00008199726,0.00044840068,0.0030231522],"genre_scores_gemma":[0.8673121,0.0037932878,0.0031259258,0.02055562,0.0016639441,0.0965105,0.00020917332,0.00011542254,0.0067140465],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9844493,0.005465219,0.005636087,0.0013836147,0.00067423657,0.0023915314],"domain_scores_gemma":[0.99152136,0.0029114448,0.0022256852,0.0011212999,0.00039979393,0.0018203974],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.011421466,0.0007140105,0.0036288302,0.00090116204,0.0025325064,0.000048018483,0.00029392468,0.000599475,0.00089012436],"category_scores_gemma":[0.0006027834,0.0005979694,0.00056061166,0.0007323923,0.00028928596,0.00021952808,0.00028175194,0.0017913177,0.0001940518],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9713192,0.0008905397,0.0009983775,0.00805457,0.00014799924,0.0000048234406,0.001437707,0.000011565923,0.000009961394,0.0028825256,0.005127345,0.009115364],"study_design_scores_gemma":[0.95968306,0.00061225926,0.0028693387,0.0018380977,0.0006323458,0.000008023306,0.0006979303,0.010871129,0.0000013251995,0.0008200114,0.02157119,0.00039527795],"about_ca_topic_score_codex":0.0031125806,"about_ca_topic_score_gemma":0.00023360318,"teacher_disagreement_score":0.03428028,"about_ca_system_score_codex":0.0016231525,"about_ca_system_score_gemma":0.004704004,"threshold_uncertainty_score":0.99964714},"labels":[],"label_agreement":null},{"id":"W4414003606","doi":"10.2196/70429","title":"Clinical Improvements From Telemedicine Interventions for Managing Type 2 Diabetes Compared With Usual Care: Systematic Review, Meta-Analysis, and Meta-Regression","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Preprint; Telemedicine; Meta-regression; Psychological intervention; Medicine; mHealth; Health care; Computer science; Internal medicine; Nursing; World Wide Web","score_opus":0.14353291369808846,"score_gpt":0.47820224140102263,"score_spread":0.33466932770293417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414003606","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24053831,0.7167378,0.0020556226,0.026514327,0.0005405963,0.012959956,0.00013092502,0.00013031573,0.00039213613],"genre_scores_gemma":[0.97050214,0.010229824,0.0022454304,0.0129014235,0.00010074849,0.0013988297,0.0010850151,0.000023734872,0.0015128705],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99764216,0.0002168046,0.0011084989,0.00047128592,0.00022881453,0.00033241638],"domain_scores_gemma":[0.99826086,0.0003118676,0.0005198162,0.00041368202,0.00021085839,0.00028291668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013895025,0.0002429048,0.0028207772,0.00031011275,0.00018561917,0.000031728134,0.000083033774,0.00005616219,0.000062816245],"category_scores_gemma":[0.00014426795,0.00013465248,0.000509827,0.0005589751,0.00006483317,0.00007978415,0.000051301595,0.00016745762,0.0000016843876],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017110216,0.0003577304,0.039557707,0.83122253,0.1184367,0.0000010072451,0.00026137973,5.429792e-7,0.0000014607078,0.00017248112,0.0076068062,0.002210527],"study_design_scores_gemma":[0.0016156492,0.00087646995,0.04555886,0.008272837,0.9420009,2.0137988e-7,0.000589545,0.00037482523,0.0000033321496,0.00014290655,0.00042661748,0.00013785844],"about_ca_topic_score_codex":0.000108266926,"about_ca_topic_score_gemma":0.000113535636,"teacher_disagreement_score":0.8235642,"about_ca_system_score_codex":0.000054189644,"about_ca_system_score_gemma":0.00012597775,"threshold_uncertainty_score":0.5490969},"labels":[],"label_agreement":null},{"id":"W4414119906","doi":"10.2196/75326","title":"Economic Evaluation of a Multicomponent mHealth Intervention for Stroke Management in Rural China: Cluster-Randomized Trial With 6-Year Follow-Up","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chinese Academy of Medical Sciences; National Natural Science Foundation of China; Wellcome Trust","keywords":"mHealth; Economic evaluation; Intervention (counseling); Stroke (engine); Telemedicine; Telehealth; Self-management; Randomized controlled trial; Program evaluation","score_opus":0.032180111788036356,"score_gpt":0.381925724233274,"score_spread":0.3497456124452376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414119906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97501874,0.00047276972,0.0024994346,0.0034222298,0.0006112674,0.0158248,0.000032103373,0.00003460565,0.002084034],"genre_scores_gemma":[0.992656,0.00044617732,0.003163123,0.000394772,0.000104970684,0.002318834,0.00013391508,0.000022828659,0.0007594126],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99719423,0.00035476455,0.001171763,0.000424812,0.0003852752,0.00046915002],"domain_scores_gemma":[0.9986967,0.00016946602,0.0005209838,0.00033486888,0.00009143587,0.00018658178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004140038,0.00023742605,0.0010011019,0.00055628864,0.000087368964,0.0000151832455,0.00009781646,0.00009619986,0.000022216584],"category_scores_gemma":[0.0000717526,0.00019365105,0.00017745732,0.00014794554,0.00008471356,0.00007678518,0.000074590374,0.00019385813,0.000002040084],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9248071,0.00067703,0.0019932094,0.0065399935,0.00035286424,0.0000013153737,0.0005751838,0.00006639171,0.0000064427177,0.0020432041,0.0028626772,0.0600746],"study_design_scores_gemma":[0.9440142,0.0015267528,0.02423191,0.00081043056,0.0012801081,0.0000029594985,0.0012528262,0.026158985,0.000021433352,0.00019965183,0.00037006513,0.00013068195],"about_ca_topic_score_codex":0.0006691079,"about_ca_topic_score_gemma":0.0003151286,"teacher_disagreement_score":0.05994392,"about_ca_system_score_codex":0.0009248553,"about_ca_system_score_gemma":0.00039928828,"threshold_uncertainty_score":0.789686},"labels":[],"label_agreement":null},{"id":"W4414225186","doi":"10.2196/75424","title":"Comparative Effectiveness of Digital Health Technologies in Tuberculosis Treatment: Systematic Review and Network Meta-Analysis of Randomized Controlled Trials","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; mHealth; Randomized controlled trial; Tuberculosis; Intervention (counseling); eHealth; Telemedicine; Comparative effectiveness research; Event (particle physics)","score_opus":0.22248634004135995,"score_gpt":0.5189017703089802,"score_spread":0.2964154302676203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414225186","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002279064,0.9541026,0.000020491401,0.0015337137,0.00002782183,0.04363263,0.0005240977,0.000039305825,0.00009654592],"genre_scores_gemma":[0.0020481455,0.9855131,0.00006150384,0.0002103023,0.000011804882,0.011671881,0.0004181925,0.000020140875,0.000044965767],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.958667,0.029813638,0.009410209,0.00087757333,0.0003977326,0.00083384255],"domain_scores_gemma":[0.93139106,0.061584372,0.005703702,0.00076872465,0.00023440567,0.00031774217],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.039316896,0.0008483553,0.15962024,0.0020525164,0.000091224,0.000017617038,0.0001727575,0.00047054747,0.000012150921],"category_scores_gemma":[0.014454703,0.00040463268,0.007641575,0.0026187578,0.00043240373,0.0000605211,0.000091732225,0.000546062,8.671872e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0082011325,0.0002242382,0.000023218136,0.7941631,0.19181727,0.0000022173597,0.000048604892,0.0000015673093,4.476045e-9,0.0003730793,0.0000549557,0.005090593],"study_design_scores_gemma":[0.039291132,0.00081929215,0.00002345787,0.21299611,0.74613994,0.00001379797,0.000058572405,0.000042518037,4.1450935e-8,0.00010591418,0.00034038606,0.00016883937],"about_ca_topic_score_codex":0.0003910399,"about_ca_topic_score_gemma":0.000070471135,"teacher_disagreement_score":0.58116704,"about_ca_system_score_codex":0.0003734827,"about_ca_system_score_gemma":0.0020371282,"threshold_uncertainty_score":0.99984056},"labels":[],"label_agreement":null},{"id":"W4414300929","doi":"10.2196/67711","title":"Outcomes of an App-Based Intervention to Target Naming Among Individuals With Poststroke Aphasia: Virtual Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University of Alberta","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Aphasia; Quality of life (healthcare); Stroke (engine); Chronic stroke; mHealth; Rehabilitation","score_opus":0.02045394081169793,"score_gpt":0.36322900550777665,"score_spread":0.3427750646960787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414300929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144566,0.000101504564,0.0007859271,0.0013005459,0.0004511974,0.0055785533,0.0000458467,0.00009259366,0.00019816589],"genre_scores_gemma":[0.9939541,0.000012825527,0.0005502039,0.0045837155,0.00006464683,0.00046830752,0.000018274304,0.000015599393,0.0003322898],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99618584,0.0014723532,0.001020719,0.00057741284,0.00027235225,0.0004713153],"domain_scores_gemma":[0.9973507,0.001435189,0.00057703,0.0002885735,0.00006160896,0.00028693388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021149616,0.00026213314,0.0015996943,0.00046012603,0.00023326543,0.000039901188,0.000227436,0.00013466606,0.00001819261],"category_scores_gemma":[0.0010611685,0.00017197434,0.00020417168,0.00031047073,0.0003006243,0.00013087294,0.000048706137,0.0002809843,0.0000014802692],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.987412,0.0009145608,0.003868028,0.00035030895,0.000047738868,0.0000896468,0.00138737,0.000027193835,0.0013403962,0.00078570214,0.000044036507,0.0037330426],"study_design_scores_gemma":[0.9899251,0.0031968728,0.0029018444,0.00013049808,0.00014437627,0.000022310836,0.00038147057,0.0003466334,0.0025711374,0.00013540364,0.00005924788,0.00018514066],"about_ca_topic_score_codex":0.00017684214,"about_ca_topic_score_gemma":0.00007794236,"teacher_disagreement_score":0.005110246,"about_ca_system_score_codex":0.000032044383,"about_ca_system_score_gemma":0.0003134042,"threshold_uncertainty_score":0.701291},"labels":[],"label_agreement":null},{"id":"W4414325611","doi":"10.2196/83822","title":"Correction: The Role of Environmental Factors in Technology-Assisted Physical Activity Intervention Studies Among Older Adults: Scoping Review","year":2025,"lang":"en","type":"erratum","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Intervention (counseling); mHealth; Psychological intervention; Quality of life (healthcare); Affect (linguistics); Qualitative research","score_opus":0.03961439784116427,"score_gpt":0.3998745958521801,"score_spread":0.36026019801101583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414325611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84929365,0.13780427,0.000003394639,0.00390528,0.002982695,0.0048020133,0.000089956295,0.00008848094,0.0010302805],"genre_scores_gemma":[0.87505776,0.12170931,0.0000043056334,0.00030862773,0.0003565991,0.00032295074,0.00012871057,0.000023811033,0.002087957],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975945,0.0002903439,0.0006569739,0.00059125625,0.0003684906,0.0004984331],"domain_scores_gemma":[0.9982514,0.00028271377,0.0007986509,0.0004195282,0.00005155693,0.00019615577],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00038358662,0.0003800048,0.0018275211,0.0002967197,0.00024604803,0.000006675564,0.00012926658,0.00039167565,0.000011464478],"category_scores_gemma":[0.0001664103,0.0002656099,0.00021735352,0.00056742935,0.00039549504,0.00011716095,0.00014734683,0.0023228338,0.0000015625378],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061070017,0.007992452,0.021298181,0.3732466,0.00021190442,0.000007645126,0.0025891196,1.2747768e-7,0.000015828498,0.000060930714,0.052840523,0.54112595],"study_design_scores_gemma":[0.0015152826,0.0013922896,0.6019431,0.38921994,0.0004531591,0.000012192235,0.0030885409,0.00021339733,0.00008317493,0.0001429845,0.0016494651,0.00028648798],"about_ca_topic_score_codex":0.00037679885,"about_ca_topic_score_gemma":0.0005907646,"teacher_disagreement_score":0.5806449,"about_ca_system_score_codex":0.0005668959,"about_ca_system_score_gemma":0.00072076387,"threshold_uncertainty_score":0.9999796},"labels":[],"label_agreement":null},{"id":"W4414462354","doi":"10.2196/71213","title":"Relationship Between Activity Tracker Metrics and the Physical Activity Index and Their Association With Cardiometabolic Phenotypes, Subclinical Atherosclerosis, and Cardiac Remodeling: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Activity tracker; Association (psychology); Subclinical infection; Activity monitor; mHealth; Demographics; Sympathetic activity; Body mass index","score_opus":0.1278767951923021,"score_gpt":0.42607050976565836,"score_spread":0.29819371457335625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414462354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935788,0.000599057,0.0002755327,0.0036524308,0.000091339,0.0015917248,0.00007172136,0.000055402503,0.000084003186],"genre_scores_gemma":[0.9984936,0.000575427,0.000029670846,0.000251569,0.00045578688,0.00008417173,0.000009786432,0.000020990898,0.00007899732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731404,0.00077548745,0.00034395975,0.0006474298,0.00044518706,0.00047387372],"domain_scores_gemma":[0.99517006,0.0036540139,0.00030398383,0.00028285023,0.00014270113,0.00044640145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025341334,0.00028189892,0.001155611,0.00019240919,0.0009484874,0.00011241612,0.000055508743,0.0002494741,4.3831605e-7],"category_scores_gemma":[0.00045301346,0.0001808469,0.000081793376,0.00070956093,0.00034957236,0.00026558217,0.00009081482,0.0013221902,5.755795e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015478942,0.00072840945,0.9827642,0.00045628473,0.00011706576,1.5227825e-7,0.0010194427,0.0000014096929,0.000010000958,0.00088076596,0.000016416465,0.012457989],"study_design_scores_gemma":[0.0052165813,0.0006643468,0.9913091,0.00003182376,0.00029817293,0.0000020088548,0.00016590292,0.000952131,0.000007307446,0.0011123486,0.00009892605,0.00014132979],"about_ca_topic_score_codex":0.0010700702,"about_ca_topic_score_gemma":0.00007522083,"teacher_disagreement_score":0.01231666,"about_ca_system_score_codex":0.0002401182,"about_ca_system_score_gemma":0.0005192612,"threshold_uncertainty_score":0.73747224},"labels":[],"label_agreement":null},{"id":"W4414497468","doi":"10.2196/63642","title":"Smartphone Apps for Cardiovascular and Mental Health Care: Digital Cross-Sectional Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mental health; Smartphone app; Digital health; Smartphone application; Mobile apps; Work (physics); Telemedicine; Mobile device","score_opus":0.042416577797419766,"score_gpt":0.45504544324806345,"score_spread":0.4126288654506437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414497468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7338765,0.15812369,0.021285068,0.03661585,0.0037692671,0.034155395,0.00554968,0.0009354481,0.0056890887],"genre_scores_gemma":[0.95134026,0.013475344,0.0019456445,0.015070631,0.00058916444,0.013588229,0.0020298164,0.00006883573,0.0018920838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940761,0.00040006376,0.001903075,0.0012746841,0.000451352,0.0018947633],"domain_scores_gemma":[0.9958994,0.000624959,0.0005767672,0.0007835124,0.00039401613,0.0017213628],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021762263,0.00043307783,0.0012693689,0.00076086645,0.00541939,0.00008534609,0.00021399747,0.00043965495,0.00004263655],"category_scores_gemma":[0.00012832312,0.00042320698,0.00044632325,0.0013706655,0.00024758352,0.00023032389,0.00016766552,0.0008548786,0.00002480456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080613635,0.00019303427,0.8128728,0.016575374,0.0007078559,6.281225e-7,0.002484253,0.00001780411,9.5719e-7,0.022958443,0.02475052,0.11863218],"study_design_scores_gemma":[0.0033367986,0.00022606018,0.5224534,0.00007961164,0.00018884672,0.0000037603118,0.0011913023,0.00022661373,3.0846863e-7,0.0007889861,0.47127557,0.00022871376],"about_ca_topic_score_codex":0.0010323538,"about_ca_topic_score_gemma":0.0006057984,"teacher_disagreement_score":0.44652504,"about_ca_system_score_codex":0.00096370926,"about_ca_system_score_gemma":0.004133095,"threshold_uncertainty_score":0.99982196},"labels":[],"label_agreement":null},{"id":"W4414497477","doi":"10.2196/55664","title":"Effects of a Smartphone-Based Positive Reflection Diary on Work Engagement Among Japanese Workers: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Reflection (computer programming); Work engagement; Work (physics); Randomized experiment","score_opus":0.028785174694760534,"score_gpt":0.37336372447686467,"score_spread":0.3445785497821041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414497477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704247,0.0025460324,0.00011147086,0.003047803,0.0016449293,0.011228196,0.0000025426493,0.00013030195,0.010864037],"genre_scores_gemma":[0.99387693,0.0017723254,0.00008147056,0.0009557506,0.00036961996,0.0020766507,0.0000066179996,0.000015171458,0.0008454698],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99077415,0.006897039,0.00076329213,0.00043914927,0.0005028566,0.00062348665],"domain_scores_gemma":[0.98817927,0.010627393,0.0005583892,0.00020705666,0.000119080345,0.0003088009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008901929,0.00024945277,0.0014684144,0.00033187112,0.00071079936,0.00004676832,0.00015262443,0.00024595583,0.000015982969],"category_scores_gemma":[0.001835889,0.00020135807,0.0002465349,0.00073377875,0.0004770692,0.00009099049,0.00002583569,0.00045809624,0.000003655948],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97479427,0.00057521893,0.0041363738,0.00066770334,0.00010788211,0.000002436714,0.013884234,0.000010471754,0.0000037020159,0.0007733468,0.0012426381,0.003801708],"study_design_scores_gemma":[0.93077654,0.0005822345,0.06267225,0.0011859012,0.00023706339,4.8655078e-8,0.0036762713,0.00002917009,0.000019818879,0.00046457202,0.0001626286,0.00019351406],"about_ca_topic_score_codex":0.0017771851,"about_ca_topic_score_gemma":0.00067396334,"teacher_disagreement_score":0.05853588,"about_ca_system_score_codex":0.0003760278,"about_ca_system_score_gemma":0.0010185463,"threshold_uncertainty_score":0.82111436},"labels":[],"label_agreement":null},{"id":"W4414497625","doi":"10.2196/58029","title":"Adaptation of an mHealth Solution for the Nutritional Management of Diabetes in a Low- and Middle-Income Country: Pre-Post Mixed Methods Pilot Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Wellcome Trust","keywords":"mHealth; Adaptation (eye); Multidisciplinary approach; Diabetes mellitus; Telemedicine; Context (archaeology); Diabetes management; Multidisciplinary team","score_opus":0.08338902489589002,"score_gpt":0.43792433541809994,"score_spread":0.35453531052220993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414497625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894808,0.0024342486,0.0009994695,0.0019628652,0.00012811068,0.004855297,0.000043398304,0.000016499907,0.00007931549],"genre_scores_gemma":[0.9918012,0.00083693594,0.006243401,0.00028769777,0.00004102205,0.00055168045,0.00008000936,0.000012284403,0.00014577022],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980015,0.0003412444,0.0006171154,0.00031248605,0.00030667798,0.00042096444],"domain_scores_gemma":[0.9987718,0.00045682624,0.00020874348,0.00024436248,0.00015828402,0.00015997174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032934227,0.0001362316,0.00042651672,0.00037711379,0.0001864311,0.000014953819,0.00009978333,0.000045067918,0.0000036238498],"category_scores_gemma":[0.0000517083,0.00010118684,0.000025338366,0.00050155324,0.00013099973,0.00009306024,0.00007471192,0.00016900957,1.4104005e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008604349,0.012631175,0.2471669,0.21066302,0.0005226538,0.0000038577855,0.0033701689,0.000050609884,0.00016513711,0.0142637845,0.00020738924,0.5023509],"study_design_scores_gemma":[0.005714588,0.0068740803,0.94108874,0.001418177,0.0001978363,1.9700191e-7,0.0025752196,0.041194808,0.000015749672,0.0007245649,0.0001263086,0.00006974252],"about_ca_topic_score_codex":0.0003725888,"about_ca_topic_score_gemma":0.00048038227,"teacher_disagreement_score":0.6939218,"about_ca_system_score_codex":0.00009541024,"about_ca_system_score_gemma":0.00023362378,"threshold_uncertainty_score":0.41262797},"labels":[],"label_agreement":null},{"id":"W4414533055","doi":"10.2196/80213","title":"Temporal Trajectories in Sleep, Temperature Trends, Cardiorespiratory, and Activity Metrics Measured via Oura Ring During Pregnancy: Large-Scale Observational Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus (optics); Observational study; Normative; Ring (chemistry); Dynamics (music)","score_opus":0.05023897716523847,"score_gpt":0.3666428803630348,"score_spread":0.3164039031977963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414533055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915033,0.0043458412,0.0002579248,0.0028853272,0.000067298286,0.00054185477,0.000067296576,0.000039930757,0.00029125178],"genre_scores_gemma":[0.99780995,0.00060511107,0.00043723625,0.00032959206,0.000054923577,0.00013118981,0.00010929469,0.000011368677,0.000511332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798214,0.00016354832,0.0003481572,0.00045139535,0.00049873814,0.00055601005],"domain_scores_gemma":[0.9990664,0.00008903613,0.000099396966,0.0002124611,0.00014411105,0.00038858352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055614614,0.00018602236,0.0005354141,0.0013066164,0.00027904066,0.00004575041,0.000058811485,0.00011475717,0.000011347869],"category_scores_gemma":[0.00010278566,0.0001693623,0.000080018,0.002609538,0.000046088153,0.00016473902,0.000059383197,0.00039677325,4.6225261e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029437875,0.00020731738,0.97909343,0.003216986,0.00022249954,0.000019670146,0.00040993447,0.00005095257,0.00018617282,0.0001885996,0.00015891434,0.015951147],"study_design_scores_gemma":[0.0019800547,0.00012817672,0.99436325,0.00015133161,0.00021474369,0.0000015305262,0.00017983367,0.0021221617,0.00006821812,0.00005587925,0.0006244439,0.00011035241],"about_ca_topic_score_codex":0.00030744026,"about_ca_topic_score_gemma":0.0013330076,"teacher_disagreement_score":0.015840795,"about_ca_system_score_codex":0.00025252445,"about_ca_system_score_gemma":0.0003205824,"threshold_uncertainty_score":0.69063944},"labels":[],"label_agreement":null},{"id":"W4414564141","doi":"10.2196/67721","title":"Effects of Heat Adaptation Behaviors on Resting Heart Rate Response to Summer Temperatures in Older Adults: Wearable Device Panel Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Heart rate; RESTING HEART RATE; Wearable technology; mHealth; Adaptation (eye)","score_opus":0.0676951723455194,"score_gpt":0.39143256942752486,"score_spread":0.32373739708200544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414564141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926527,0.00039875114,0.0000030306796,0.0039216415,0.00014631572,0.0027599877,0.000009241496,0.000030707244,0.00007759377],"genre_scores_gemma":[0.9929894,0.00017139707,0.00014517603,0.0062930663,0.000024448256,0.000240732,0.000004236903,0.000016506172,0.00011504107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973943,0.0006548768,0.00053328316,0.0004933816,0.00026483074,0.00065928884],"domain_scores_gemma":[0.99854124,0.00065352785,0.0000931956,0.00024457523,0.000020547033,0.00044691694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016435473,0.00020100242,0.00037406312,0.00025673702,0.00027304702,0.000022912684,0.00010262319,0.00009085204,0.000028081076],"category_scores_gemma":[0.00026612484,0.00018095587,0.00002250397,0.0007887833,0.00004082038,0.000119890996,0.00007459387,0.0003049871,0.000026157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016028477,0.0040358985,0.8912775,0.005341424,0.0000066644207,0.000059407943,0.05578059,0.0006584761,0.0061944947,0.000022424636,0.006351579,0.014243078],"study_design_scores_gemma":[0.0020456552,0.0018323365,0.99078596,0.0012613619,0.0000147811215,0.0000015250542,0.0033054885,0.00018457735,0.00025294212,0.00001356525,0.00017374597,0.00012804622],"about_ca_topic_score_codex":0.0080289105,"about_ca_topic_score_gemma":0.0032943238,"teacher_disagreement_score":0.09950849,"about_ca_system_score_codex":0.0003359637,"about_ca_system_score_gemma":0.00014511583,"threshold_uncertainty_score":0.9985767},"labels":[],"label_agreement":null},{"id":"W4414696983","doi":"10.2196/63742","title":"Digital Health Interventions to Support Chronic Disease Management: Systematic Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; Psychological intervention; eHealth; Usability; mHealth; Health care; Telehealth; Telemedicine","score_opus":0.08736158132487441,"score_gpt":0.5208208868311281,"score_spread":0.4334593055062537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414696983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002361779,0.5474667,0.01656395,0.20509179,0.0035248343,0.17720412,0.00088279654,0.0016690257,0.04523501],"genre_scores_gemma":[0.12254894,0.42928478,0.0012762187,0.26366478,0.00078594906,0.15420341,0.0009630335,0.00019184397,0.027081033],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99159545,0.0008891045,0.0037404199,0.0010823773,0.0004790899,0.0022135552],"domain_scores_gemma":[0.99312663,0.00053420867,0.0010978456,0.0012869572,0.00022508565,0.0037292803],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031801306,0.000472599,0.0016015584,0.0006876959,0.0028093911,0.000051340434,0.00045973648,0.00015699574,0.00026498057],"category_scores_gemma":[0.00032854546,0.00044233564,0.00021855615,0.0014801684,0.00008526113,0.0002600462,0.00037360127,0.0008606942,0.0008403248],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005736345,0.00014934971,0.0011707871,0.88445127,0.000016256516,0.0000032213727,0.00014276433,0.0000010223106,4.4885503e-8,0.021532932,0.053613238,0.03886172],"study_design_scores_gemma":[0.0017270487,0.0005001208,0.013078434,0.9386364,0.0002533859,0.0000046475116,0.0004451076,0.000036287784,5.7671702e-8,0.00066630705,0.044268396,0.00038376177],"about_ca_topic_score_codex":0.00007468398,"about_ca_topic_score_gemma":0.00039898357,"teacher_disagreement_score":0.12018716,"about_ca_system_score_codex":0.0014348977,"about_ca_system_score_gemma":0.0075800526,"threshold_uncertainty_score":0.99993765},"labels":[],"label_agreement":null},{"id":"W4414718714","doi":"10.2196/58930","title":"A Brief Web-Based and Mobile Intervention of Intermittent Fasting With Meal Support for Weight Loss Among Adults With Overweight and Obesity in Japan: Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dietary Effects on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Randomized controlled trial; Overweight; Meal; Obesity; Intervention (counseling); Pilot trial; mHealth","score_opus":0.01233389745146997,"score_gpt":0.3208587341698858,"score_spread":0.30852483671841585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414718714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9756421,0.00080684957,0.00044523645,0.00084922725,0.00015057441,0.021887863,0.000030383986,0.000047395777,0.0001404091],"genre_scores_gemma":[0.994897,0.0004630853,0.00065261667,0.0006938798,0.000078786885,0.0030028766,0.000058487436,0.000029222841,0.00012402423],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966381,0.0005260238,0.0013221862,0.00062159577,0.00030675545,0.000585319],"domain_scores_gemma":[0.997062,0.0012801549,0.0007407541,0.00024397767,0.00019060736,0.00048248464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029779589,0.00035237035,0.0025439789,0.0004550893,0.00014162208,0.000022865606,0.000060108287,0.00012562363,0.000010121459],"category_scores_gemma":[0.00022716395,0.00023236817,0.0001284524,0.0002701859,0.0003932094,0.00013060682,0.000034646604,0.00036073124,1.3780036e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8589475,0.0011168143,0.11732137,0.014393622,0.00010660972,0.000013301141,0.0005145077,0.0000019121007,0.000004245963,0.00013934843,0.000048279937,0.00739249],"study_design_scores_gemma":[0.8302804,0.022340368,0.13572659,0.0035672253,0.0004357616,0.000019895531,0.0001835307,0.0072102575,0.00001635957,0.000026481042,0.000040084087,0.00015302285],"about_ca_topic_score_codex":0.0011199084,"about_ca_topic_score_gemma":0.0013042571,"teacher_disagreement_score":0.02866707,"about_ca_system_score_codex":0.00014218075,"about_ca_system_score_gemma":0.001028052,"threshold_uncertainty_score":0.94756985},"labels":[],"label_agreement":null},{"id":"W4414767129","doi":"10.2196/67141","title":"Requirements and Concerns of Individuals Remitted From Depression for an Early Relapse Detection mHealth App: Focus Group Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bijzonder Onderzoeksfonds UGent; Universiteit Gent","keywords":"mHealth; Usability; Depression (economics); Transparency (behavior); Focus group; Vulnerability (computing); Test (biology); Major depressive disorder","score_opus":0.10014639062475973,"score_gpt":0.46873186498803604,"score_spread":0.3685854743632763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414767129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900338,0.0020259195,0.00090113597,0.00045405343,0.0012299583,0.0039637177,0.00045916182,0.0001263674,0.000805862],"genre_scores_gemma":[0.9975705,0.0000630054,0.00035092773,0.00053582824,0.00012761755,0.0008629519,0.000101599624,0.000037400954,0.00035012572],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99638754,0.0005321896,0.0012725833,0.00084799004,0.0002725776,0.000687132],"domain_scores_gemma":[0.9978059,0.0003221098,0.0006627962,0.0005257518,0.00009926561,0.0005841839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011383643,0.00027375662,0.00057745166,0.00034147446,0.0004720731,0.000047673635,0.00018503865,0.00023738123,0.00002186032],"category_scores_gemma":[0.0000572825,0.0002707133,0.000062982675,0.00035231825,0.00011824549,0.0003237367,0.00010529983,0.00033191938,0.0000051254815],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029946452,0.004244698,0.38349384,0.0021109735,0.00015521908,0.0000031589927,0.007355063,1.9715733e-7,0.000088582914,0.00380198,0.0016150188,0.59413666],"study_design_scores_gemma":[0.0066024247,0.008776269,0.9732986,0.00043315586,0.00015779187,0.0000032708876,0.002851098,0.00003730568,0.00010247461,0.0066097435,0.0009208165,0.00020704107],"about_ca_topic_score_codex":0.009148977,"about_ca_topic_score_gemma":0.0023335633,"teacher_disagreement_score":0.5939296,"about_ca_system_score_codex":0.00019472546,"about_ca_system_score_gemma":0.00014669697,"threshold_uncertainty_score":0.9999745},"labels":[],"label_agreement":null},{"id":"W4414780481","doi":"10.2196/68464","title":"Effects of Remote Patient Monitoring on Health Care Utilization in Patients With Noncommunicable Diseases: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Emergency department; Remote patient monitoring; Ambulatory care; Telemedicine; MEDLINE; Outpatient visits; Patient care","score_opus":0.06321060337357211,"score_gpt":0.4545136451467254,"score_spread":0.3913030417731533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414780481","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13205758,0.78253603,0.00054965203,0.012971095,0.00027670155,0.070210695,0.00047066459,0.00022397553,0.0007036304],"genre_scores_gemma":[0.8972815,0.070520476,0.0010869517,0.020445049,0.000022095812,0.010256113,0.0002295578,0.000050973536,0.0001072605],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9937469,0.0019846014,0.0022477396,0.00065944676,0.00043320912,0.0009281243],"domain_scores_gemma":[0.9952085,0.0011496998,0.0014954768,0.000981783,0.00033970375,0.000824832],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00098052,0.00037862404,0.003151117,0.0006944485,0.0009854926,0.000008963494,0.00020015071,0.00017644228,0.000012125581],"category_scores_gemma":[0.0002155319,0.00027689425,0.00015669156,0.0018611246,0.000072996096,0.00009935952,0.0001117326,0.0006949931,0.0000032941962],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021391592,0.00033434536,0.028197994,0.96386576,0.0013457881,4.3855056e-7,0.0016640064,0.000006195821,2.6850921e-8,0.0008479784,0.00037066566,0.0031529118],"study_design_scores_gemma":[0.007866599,0.003313864,0.72287613,0.058965653,0.19987601,5.1445744e-7,0.0037701211,0.00015041034,0.0000028511759,0.00026762317,0.0021356447,0.00077456865],"about_ca_topic_score_codex":0.0013257186,"about_ca_topic_score_gemma":0.00047181168,"teacher_disagreement_score":0.9049001,"about_ca_system_score_codex":0.0005713755,"about_ca_system_score_gemma":0.0014498817,"threshold_uncertainty_score":0.99996835},"labels":[],"label_agreement":null},{"id":"W4414795219","doi":"10.2196/65301","title":"WhatsApp-Based Coaching Program to Support Smoking and Vaping Cessation Among Young People: Pre-Post Study on Acceptance and Preliminary Efficacy","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smoking cessation; Coaching; Intervention (counseling); Randomized controlled trial; Nicotine; Nicotine replacement therapy; Smoking prevention; Consumption (sociology); Young adult; mHealth","score_opus":0.04068142498470552,"score_gpt":0.40279392114714996,"score_spread":0.36211249616244445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414795219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99290335,0.00012544366,0.00024390612,0.0019626366,0.00022599623,0.0041747084,0.000007382597,0.00018594273,0.00017062738],"genre_scores_gemma":[0.9976926,0.000071474846,0.00013071591,0.0013979807,0.000076073935,0.00047065812,0.000074685515,0.000026855321,0.00005899049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979363,0.00015475335,0.0004648492,0.00062472466,0.000368317,0.00045103897],"domain_scores_gemma":[0.9987822,0.00017913891,0.0001859012,0.0002841191,0.000093354225,0.0004752429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009012391,0.00024530553,0.0004046103,0.00036143576,0.00058676134,0.0001332716,0.000064616186,0.00013876651,0.0000064035557],"category_scores_gemma":[0.00012660111,0.0002287847,0.000026936608,0.00042433172,0.000056252986,0.00018351119,0.000053703137,0.00043629893,2.5110123e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000636735,0.00067728094,0.8857306,0.0013067774,0.000012547179,0.000006493807,0.0073609888,0.0000086052305,0.00001852964,0.00003524809,0.000085116546,0.10412108],"study_design_scores_gemma":[0.003110268,0.0049170856,0.9866805,0.0005804629,0.0002337072,0.000010577629,0.0037403358,0.00047743152,0.00002259196,0.000007062861,0.000056554367,0.00016343474],"about_ca_topic_score_codex":0.00046980166,"about_ca_topic_score_gemma":0.0002460257,"teacher_disagreement_score":0.103957646,"about_ca_system_score_codex":0.00018204952,"about_ca_system_score_gemma":0.00036155913,"threshold_uncertainty_score":0.93295693},"labels":[],"label_agreement":null},{"id":"W4414902741","doi":"10.2196/66339","title":"Evaluation of Mobile Intermittent Fasting Applications in Chinese App Stores: Quality Evaluations and Content Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Dietary Effects on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Reliability (semiconductor); Quality (philosophy); Mobile apps; Content analysis; Mobile device; Health care; Social media; Mobile phone","score_opus":0.1456235064484209,"score_gpt":0.5180752098126236,"score_spread":0.37245170336420264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414902741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876892,0.005195531,0.0010281098,0.001430648,0.000055418535,0.0040519144,0.000034227163,0.00003534325,0.0004796107],"genre_scores_gemma":[0.99702156,0.00059994136,0.00040031745,0.00053937634,0.000032295316,0.0012295025,0.0001178721,0.000008763218,0.00005039296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969133,0.0007207625,0.0010049231,0.0004408394,0.000608792,0.00031138954],"domain_scores_gemma":[0.9979228,0.00049490936,0.0003601833,0.00039280028,0.00052864244,0.00030066576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006702912,0.00016773233,0.0007313826,0.00076310383,0.00015299383,0.000010454049,0.000059078247,0.00008805703,0.000017248303],"category_scores_gemma":[0.0005231579,0.00013949066,0.00007553542,0.0014072709,0.00009926709,0.00007291425,0.00004257847,0.00024937672,9.3342845e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014484386,0.00049744465,0.7492977,0.0033291308,0.00014154293,2.705192e-7,0.0015096077,0.0001617424,0.00007592113,0.00045428894,0.00002570496,0.24436183],"study_design_scores_gemma":[0.0020887873,0.00032635377,0.9674597,0.00017248912,0.001157596,0.0000013420382,0.0015753013,0.026804304,0.0000052953574,0.00028308688,0.000049399016,0.000076367534],"about_ca_topic_score_codex":0.0018596868,"about_ca_topic_score_gemma":0.0018007988,"teacher_disagreement_score":0.24428546,"about_ca_system_score_codex":0.00039900022,"about_ca_system_score_gemma":0.0012112262,"threshold_uncertainty_score":0.5688264},"labels":[],"label_agreement":null},{"id":"W4415018047","doi":"10.2196/79632","title":"Effect of Mobile Augmented Reality Counseling on Improving Shared Decision-Making in Thoracic Surgery: Randomized Clinical Crossover Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Augmented reality; Randomized controlled trial; mHealth; Crossover study; Quality of life (healthcare); Crossover; Mobile device","score_opus":0.04444102077572962,"score_gpt":0.4666910084699913,"score_spread":0.4222499876942617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415018047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76615477,0.0005712794,0.22671574,0.0008096999,0.0006906804,0.004712774,0.000028829298,0.00012911961,0.00018712378],"genre_scores_gemma":[0.9965874,0.0005113633,0.0012454031,0.0007219321,0.00007641751,0.0008148979,0.000016578611,0.000011856616,0.000014177418],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9933612,0.0026567802,0.0021428582,0.0008233117,0.000450414,0.00056548533],"domain_scores_gemma":[0.97797257,0.01994901,0.0008855975,0.00085264613,0.00010947684,0.00023067895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020567097,0.00024810852,0.0014389376,0.00041247695,0.00029886313,0.000103194354,0.0004497864,0.00022500301,0.0000055612086],"category_scores_gemma":[0.002013741,0.00020302858,0.00023950517,0.0010272603,0.00017315208,0.00021212442,0.00018012704,0.00053024857,0.0000036261215],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.28341326,0.00046495165,0.00067741,0.0013715086,0.000027709177,0.0000036975266,0.00046680128,0.00016612641,0.0000039200754,0.0025764361,0.0007942881,0.7100339],"study_design_scores_gemma":[0.5776119,0.0026912428,0.010578933,0.003953958,0.00022229651,0.000008108921,0.000119726414,0.39339435,0.00016018338,0.009226741,0.0012341003,0.00079840666],"about_ca_topic_score_codex":0.00034052032,"about_ca_topic_score_gemma":0.000076056145,"teacher_disagreement_score":0.7092355,"about_ca_system_score_codex":0.00022822685,"about_ca_system_score_gemma":0.0009901943,"threshold_uncertainty_score":0.8279266},"labels":[],"label_agreement":null},{"id":"W4415076616","doi":"10.2196/77973","title":"Implementation and Evaluation of a Virtual Transitional Care Intervention Using Automated Text Messaging and Virtual Visits After Emergency Department Discharges: Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Emergency department; Retrospective cohort study; Intervention (counseling); Text messaging; Short Message Service; Transitional care; mHealth; Telemedicine; Telehealth","score_opus":0.031233097811450308,"score_gpt":0.4404369156318126,"score_spread":0.4092038178203623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415076616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99135894,0.005617703,0.00019185121,0.0003034117,0.00016549056,0.002145967,0.00010790278,0.000040400944,0.0000683222],"genre_scores_gemma":[0.99824286,0.0011950257,0.00004798285,0.00008122196,0.000040063696,0.00024385001,0.00012874909,0.000009645659,0.000010617821],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982496,0.00021783343,0.00054942345,0.0003673698,0.0004032841,0.00021250958],"domain_scores_gemma":[0.99923414,0.000016931253,0.00016082225,0.00009396829,0.00038243266,0.0001116907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007562311,0.00016206673,0.00035715228,0.0001855707,0.00026098912,0.0000081078115,0.000017515555,0.00004795316,0.000058224305],"category_scores_gemma":[0.000019301704,0.00014663776,0.00004068914,0.00021571822,0.000043200802,0.00012872329,0.000035001114,0.000111827445,1.7160184e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035293994,0.00023547071,0.9793993,0.000981965,0.00019026641,0.0000016312197,0.008637297,0.000004715982,0.000065268134,0.000301226,0.00017886997,0.009651017],"study_design_scores_gemma":[0.0027505655,0.0010848759,0.9619119,0.0002306711,0.0008823435,0.000004218452,0.030754931,0.0022169407,0.000019813497,0.000042334425,0.000009509746,0.000091889044],"about_ca_topic_score_codex":0.0002655781,"about_ca_topic_score_gemma":0.00058854785,"teacher_disagreement_score":0.022117635,"about_ca_system_score_codex":0.000237348,"about_ca_system_score_gemma":0.00018135211,"threshold_uncertainty_score":0.5979714},"labels":[],"label_agreement":null},{"id":"W4415164587","doi":"10.2196/66435","title":"Mobile App–Supported Self-Management for Chronic Low Back Pain: Realist Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Feeling; Mobile apps; Empowerment; Mobile device; mHealth; Patient Empowerment; eHealth","score_opus":0.025264940086750173,"score_gpt":0.38581007551486957,"score_spread":0.3605451354281194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415164587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8181685,0.015565444,0.01862933,0.033661775,0.0019977984,0.06321011,0.00010018467,0.0009250911,0.047741763],"genre_scores_gemma":[0.98149186,0.0018301558,0.0041194945,0.0053352434,0.0003243934,0.0029915983,0.00063000986,0.00002906387,0.0032481716],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980978,0.00024741332,0.0005099715,0.0004254894,0.00028806005,0.00043131373],"domain_scores_gemma":[0.9988784,0.00016599367,0.00014204202,0.00033384367,0.00018961262,0.0002900825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028401618,0.00016670502,0.00032571645,0.00020415045,0.00022247147,0.000016082102,0.000051193158,0.00012682237,0.00008018504],"category_scores_gemma":[0.00007595175,0.00014118888,0.00008778618,0.00031731828,0.00005371104,0.000052456173,0.0000197182,0.00014438902,0.000014958347],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008502577,0.0011802113,0.0040680952,0.21202746,0.00017321503,0.0000015182711,0.0016660596,0.000036704918,0.00015944058,0.0064697773,0.1128452,0.66052204],"study_design_scores_gemma":[0.027532695,0.011111527,0.477358,0.0035875482,0.00089543546,0.000006258923,0.0024781115,0.11417469,0.00005737482,0.005880984,0.35620564,0.00071170635],"about_ca_topic_score_codex":0.000047472568,"about_ca_topic_score_gemma":0.000036066544,"teacher_disagreement_score":0.65981036,"about_ca_system_score_codex":0.0005793675,"about_ca_system_score_gemma":0.0008255659,"threshold_uncertainty_score":0.57575154},"labels":[],"label_agreement":null},{"id":"W4415175326","doi":"10.2196/73706","title":"Leveraging Social Media and Crowdsourcing to Recruit and Retain Military Veterans With Posttraumatic Stress Disorder or Experience of Harmful Gambling for mHealth Interventions: Descriptive Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Government of the United Kingdom","keywords":"mHealth; Attrition; Crowdsourcing; Social media; Intervention (counseling); Posttraumatic stress; Descriptive research; Qualitative research; Telemedicine","score_opus":0.23652884819124795,"score_gpt":0.4933401813215448,"score_spread":0.2568113331302968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415175326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98733187,0.0032518345,0.0023613542,0.0027632602,0.000339564,0.0035756507,0.00020371444,0.00005179753,0.0001209569],"genre_scores_gemma":[0.99637955,0.00006915566,0.0013224658,0.0006537493,0.00004966784,0.001205504,0.000022018618,0.000032644282,0.00026523654],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99695975,0.00035006893,0.0011073933,0.00068431004,0.00020042527,0.0006980395],"domain_scores_gemma":[0.99836063,0.0005623029,0.00027360307,0.00023997361,0.00013610814,0.00042740616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093764905,0.0002777971,0.00062643597,0.00042423644,0.0006374655,0.000048056834,0.00014781066,0.00009052923,0.000020679805],"category_scores_gemma":[0.00014171274,0.00024125067,0.00006681129,0.00044645774,0.00019915485,0.00022398944,0.00010287671,0.00026792585,8.6138755e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072558387,0.0035015,0.080544494,0.02527794,0.00019771374,0.000016527054,0.6095033,0.0000036160911,0.00000581676,0.0030051286,0.0006332077,0.2700549],"study_design_scores_gemma":[0.0057236436,0.0076994845,0.6051723,0.004535874,0.00018653873,0.000028886174,0.37494662,0.00019383765,0.000011265743,0.0009681705,0.00017682921,0.000356577],"about_ca_topic_score_codex":0.0024754272,"about_ca_topic_score_gemma":0.006207489,"teacher_disagreement_score":0.5246278,"about_ca_system_score_codex":0.00017981043,"about_ca_system_score_gemma":0.00020722303,"threshold_uncertainty_score":0.9837917},"labels":[],"label_agreement":null},{"id":"W4415181344","doi":"10.2196/70085","title":"Effects of a Transtheoretical Model–Based mHealth Intervention on Transition Readiness in Adolescents With Epilepsy: Quasi-Experimental Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Transtheoretical model; Intervention (counseling); Randomized controlled trial; Short Message Service; Sample (material); Behavior change; eHealth; Transition (genetics)","score_opus":0.041155705401668165,"score_gpt":0.4453882642127299,"score_spread":0.40423255881106174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415181344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98410076,0.0006798898,0.005790141,0.0024188177,0.00030832516,0.006405386,0.000028241791,0.00009577825,0.00017268889],"genre_scores_gemma":[0.9957291,0.00013255393,0.00011591333,0.003122366,0.00011762405,0.00067827443,0.000031747284,0.000043838278,0.000028580182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99413055,0.0021425597,0.0014656978,0.00072658795,0.00048744626,0.0010471431],"domain_scores_gemma":[0.99825144,0.0003051474,0.00039576142,0.00035633874,0.00013988568,0.0005514104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016348824,0.00039536325,0.0009336812,0.0006940015,0.00053211686,0.000007580934,0.00017561308,0.00036285797,0.000011910323],"category_scores_gemma":[0.000046394332,0.0003328999,0.00008840551,0.0008104591,0.00013698537,0.0001105418,0.000025811392,0.001324045,0.000006183906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0274247,0.0388244,0.77043885,0.10992913,0.000033282835,0.00004835692,0.031443004,0.00018800542,0.000031742064,0.009121366,0.00034429284,0.012172872],"study_design_scores_gemma":[0.040787496,0.020582663,0.8806778,0.019962206,0.00025099507,0.0000018797169,0.014968004,0.02119845,0.000106583335,0.00077738333,0.00003817387,0.0006483569],"about_ca_topic_score_codex":0.00097542105,"about_ca_topic_score_gemma":0.0008007901,"teacher_disagreement_score":0.11023896,"about_ca_system_score_codex":0.0005531084,"about_ca_system_score_gemma":0.0015388775,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W4415287205","doi":"10.2196/71623","title":"A Multiple Technology–Based Physical Activity Intervention for Latina Adolescents: Results From the Chicas Fuertes Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Nursing Research; National Heart, Lung, and Blood Institute","keywords":"Intervention (counseling); Randomized controlled trial; Physical activity; Focus group; mHealth; Health promotion; eHealth; Focus (optics)","score_opus":0.030152062282777347,"score_gpt":0.37628315090634745,"score_spread":0.3461310886235701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415287205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96192366,0.00014314077,0.0005791506,0.02312507,0.00035385787,0.013418954,0.00014385457,0.00016396564,0.00014835168],"genre_scores_gemma":[0.99615914,0.000049435872,0.00019340332,0.0008464441,0.00056533917,0.0020000865,0.000081026796,0.000019874811,0.00008523539],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974723,0.00058225257,0.0006328516,0.00057142024,0.0002638314,0.00047736662],"domain_scores_gemma":[0.9948594,0.0037616426,0.0005224326,0.00046647442,0.000180178,0.00020989549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012515968,0.00028593143,0.0019117213,0.00015094083,0.00034039372,0.000032168373,0.00013700277,0.00020568428,0.0000021214637],"category_scores_gemma":[0.003665514,0.0001736475,0.0005084308,0.0003959775,0.00023602859,0.0000757302,0.000070524555,0.0006320723,0.000003632226],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9673693,0.014186336,0.0017693512,0.00083226827,0.00013500756,8.840355e-7,0.000115139606,9.179604e-7,0.00006590493,0.0007026863,0.00042779394,0.014394365],"study_design_scores_gemma":[0.91656953,0.0012958813,0.051979154,0.00065722206,0.0006158623,4.261884e-7,0.00006908741,0.025200972,0.000183505,0.003156465,0.00015086369,0.000121035286],"about_ca_topic_score_codex":0.000453532,"about_ca_topic_score_gemma":0.00018990478,"teacher_disagreement_score":0.05079982,"about_ca_system_score_codex":0.00013186321,"about_ca_system_score_gemma":0.00037139244,"threshold_uncertainty_score":0.7081139},"labels":[],"label_agreement":null},{"id":"W4415333098","doi":"10.2196/69627","title":"Efficacy of a Mobile Multidisciplinary Digital Therapeutics App for Patellofemoral Pain: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Lower Extremity Biomechanics and Pathologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Multidisciplinary approach; mHealth; Digital health; Telemedicine; Telehealth","score_opus":0.03371732857248622,"score_gpt":0.3400495354869182,"score_spread":0.30633220691443197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415333098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354648,0.009333098,0.029689308,0.0005385677,0.0018083231,0.020894466,0.00055152224,0.0005127545,0.00120715],"genre_scores_gemma":[0.99580187,0.001181099,0.00062346814,0.00014309143,0.00009858284,0.0018414636,0.00009760836,0.000022075244,0.000190733],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9983687,0.0001599389,0.00076950405,0.0002198677,0.00010761621,0.00037440102],"domain_scores_gemma":[0.9971842,0.0023000361,0.00015061646,0.00019825253,0.000056566372,0.00011028406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017159283,0.00020749963,0.0012420714,0.00015146106,0.00011234593,0.00003592472,0.00010991657,0.00015652856,0.000008245743],"category_scores_gemma":[0.00015662824,0.00015305242,0.00025882226,0.00015991532,0.00008258513,0.000055018023,0.000033532633,0.00014384835,9.542609e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8759517,0.0003394033,0.000029649249,0.002109926,0.00016197523,0.0000013626671,0.0009799467,0.000098399745,0.00005441632,0.000873886,0.0010268841,0.11837244],"study_design_scores_gemma":[0.92594784,0.0006073003,0.000037770114,0.00008265611,0.00012285095,8.3414614e-7,0.00023485356,0.068587385,0.000030128016,0.0019176002,0.002266888,0.00016390704],"about_ca_topic_score_codex":0.0000046681503,"about_ca_topic_score_gemma":0.0000022850707,"teacher_disagreement_score":0.118208535,"about_ca_system_score_codex":0.000037415295,"about_ca_system_score_gemma":0.00015168852,"threshold_uncertainty_score":0.6241296},"labels":[],"label_agreement":null},{"id":"W4415389337","doi":"10.2196/72009","title":"Mobile Apps for HIV and Sexually Transmitted Infection Prevention in Canada, Mexico, and the United States: Environmental Scan","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); mHealth; Mobile apps; Men who have sex with men; Sexually transmitted disease; Mobile device; Confidentiality; Mobile phone","score_opus":0.026721109999364674,"score_gpt":0.38958918316901575,"score_spread":0.3628680731696511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415389337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696042,0.0039865626,0.0015211242,0.011078502,0.00024585717,0.013004878,0.0002525837,0.00005309429,0.00025319224],"genre_scores_gemma":[0.9425205,0.02412275,0.00018694326,0.012641805,0.000056512647,0.019299677,0.0004958264,0.000027164398,0.00064884475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965003,0.0007647557,0.0011015204,0.0005270876,0.00017775912,0.0009285884],"domain_scores_gemma":[0.9976787,0.0010541144,0.00034772628,0.00027566982,0.000046480967,0.0005973006],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016883711,0.00024656698,0.00049258705,0.00028894012,0.0016224885,0.000013087209,0.00008518835,0.00019616612,0.000021861595],"category_scores_gemma":[0.000046603443,0.00019937543,0.000025615902,0.00043606196,0.00017818534,0.00008457564,0.00005083269,0.0006997001,0.0000018834438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039482913,0.00043616717,0.59240335,0.020962834,0.00005257466,0.0000014266421,0.011477369,0.00011733614,0.000010924946,0.026885508,0.029063966,0.31464022],"study_design_scores_gemma":[0.013219196,0.00037608316,0.6423577,0.00039349898,0.000081285834,0.0000046001182,0.006747452,0.011562528,0.0000015585952,0.0052850065,0.31972802,0.00024307868],"about_ca_topic_score_codex":0.48584974,"about_ca_topic_score_gemma":0.65426207,"teacher_disagreement_score":0.31439716,"about_ca_system_score_codex":0.0008511685,"about_ca_system_score_gemma":0.0041312543,"threshold_uncertainty_score":0.99967724},"labels":[],"label_agreement":null},{"id":"W4415403650","doi":"10.2196/68834","title":"Digital Health Interventions to Reduce Cancer-Related Fatigue Among Adolescents and Young Adults: Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Digital health; mHealth; eHealth; Intervention (counseling); Telemedicine","score_opus":0.10658964281584342,"score_gpt":0.48963116354328046,"score_spread":0.383041520727437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415403650","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020315243,0.9777636,0.000027396396,0.0062144366,0.00093246193,0.013887777,0.00048767804,0.0002457294,0.00023780065],"genre_scores_gemma":[0.00020718655,0.99096507,0.00013130036,0.0060607786,0.00032967297,0.0012003975,0.000506233,0.00009823457,0.0005011079],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99282306,0.00062501396,0.0034540899,0.0013978857,0.00059500453,0.0011049531],"domain_scores_gemma":[0.9948797,0.00018430439,0.0016957439,0.0008038883,0.000176982,0.0022593604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014630536,0.00082477345,0.0050446256,0.0005889154,0.00043512517,0.000099666875,0.00025850267,0.0003746659,0.000028224917],"category_scores_gemma":[0.0004400527,0.00075506634,0.0005569505,0.0012013924,0.00012354921,0.00020814224,0.00026201224,0.0013200303,0.000012965865],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023080356,0.0001530885,0.0004892317,0.5450479,0.000047378177,0.0000032691894,0.00036976405,1.3168256e-8,3.8161294e-10,0.000008764136,0.003065261,0.45079225],"study_design_scores_gemma":[0.0010734911,0.0006221978,0.0026461512,0.95301694,0.0009011059,0.00007991115,0.00009979455,0.0000011614003,8.915195e-9,0.0000040258824,0.04111814,0.0004370682],"about_ca_topic_score_codex":0.002002029,"about_ca_topic_score_gemma":0.0019013211,"teacher_disagreement_score":0.45035517,"about_ca_system_score_codex":0.00094289985,"about_ca_system_score_gemma":0.007009908,"threshold_uncertainty_score":0.99949},"labels":[],"label_agreement":null},{"id":"W4415435623","doi":"10.2196/67117","title":"Understanding Longitudinal Ecological Momentary Assessment Completion: Results From 12 Months of Burst Sampling in the TIME Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Heart, Lung, and Blood Institute","keywords":"Experience sampling method; Sampling (signal processing); Longitudinal study; Sampling design; Adaptive sampling; Longitudinal data; Research design","score_opus":0.42375175847083846,"score_gpt":0.5331668903410641,"score_spread":0.10941513187022567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415435623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97548676,0.00038186743,0.0003947919,0.011350512,0.00036560086,0.0025694727,0.00018441891,0.000027672126,0.009238932],"genre_scores_gemma":[0.9976431,0.00012298713,0.00034833682,0.0013470314,0.00011100467,0.00018674486,0.00009924206,0.000008702033,0.00013283287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99610406,0.0012286322,0.0009602447,0.0005561934,0.000460069,0.0006908199],"domain_scores_gemma":[0.9974997,0.0015446376,0.00024167311,0.00045786437,0.000030904204,0.00022523728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003121459,0.00017863019,0.00046308702,0.00023985436,0.000413834,0.000029736962,0.0002907515,0.000118442564,0.00023312561],"category_scores_gemma":[0.000043688236,0.00013548159,0.00003649452,0.00039314092,0.00013890189,0.000055719873,0.000118805896,0.00069259503,0.000011191889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035581677,0.0063381908,0.9265949,0.00089983374,0.00010853562,0.00009682593,0.011820563,0.000026917483,0.000006351923,0.03469622,0.01027228,0.0055811857],"study_design_scores_gemma":[0.0035192322,0.0013922241,0.97672564,0.000088894885,0.000022264121,0.0000029651687,0.014537736,0.00029500638,1.6958205e-7,0.0027073915,0.00062420516,0.000084270076],"about_ca_topic_score_codex":0.006164518,"about_ca_topic_score_gemma":0.0022247897,"teacher_disagreement_score":0.050130717,"about_ca_system_score_codex":0.00091582246,"about_ca_system_score_gemma":0.00033579703,"threshold_uncertainty_score":0.93189484},"labels":[],"label_agreement":null},{"id":"W4415439577","doi":"10.2196/65653","title":"Bidirectional Associations Between Physical Activity, Sedentary Behavior, and Daily Symptoms in Patients With Chronic Obstructive Pulmonary Disease: Longitudinal Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Stichting Astma Bestrijding; AstraZeneca","keywords":"Observational study; Feeling; Association (psychology); Physical activity; Longitudinal study; Pulmonary disease; COPD; Quality of life (healthcare)","score_opus":0.054295641156475435,"score_gpt":0.3898047714767536,"score_spread":0.3355091303202781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415439577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940837,0.0004689946,0.0000057043544,0.0012053763,0.00009514359,0.0033692347,0.0006172483,0.00005260185,0.0001019854],"genre_scores_gemma":[0.9982185,0.000034311375,0.000025903226,0.000090067864,0.00026309278,0.0005309285,0.00062114594,0.000028423283,0.00018764667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972264,0.00021572156,0.0003404752,0.0007872068,0.0008177907,0.000612407],"domain_scores_gemma":[0.99842787,0.00024010825,0.00016074613,0.0002777611,0.00021844308,0.0006750604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002177587,0.00029534963,0.00055453356,0.00038902456,0.00044287872,0.00003632853,0.00009313992,0.000086092965,0.000021658785],"category_scores_gemma":[0.000037955375,0.000272469,0.00005570709,0.0007382651,0.00023168891,0.00032304603,0.00015108798,0.00063431286,0.0000024484054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010484413,0.003660072,0.9675621,0.0007310318,0.00009408331,0.000034717443,0.0001321036,0.0000029952464,0.0000016022879,0.00012175912,0.000046110617,0.02656501],"study_design_scores_gemma":[0.004441002,0.00055911054,0.9937912,0.00012405564,0.00037771772,0.000002696418,0.00009764554,0.00022389136,7.2681894e-7,0.00016433073,0.000029436547,0.00018819001],"about_ca_topic_score_codex":0.0007018774,"about_ca_topic_score_gemma":0.00019892344,"teacher_disagreement_score":0.02637682,"about_ca_system_score_codex":0.001955057,"about_ca_system_score_gemma":0.0022866605,"threshold_uncertainty_score":0.99997276},"labels":[],"label_agreement":null},{"id":"W4415443329","doi":"10.2196/58722","title":"Hybrid Health IT and Telehealth–Delivered Behavioral Weight Loss Services for Primary Care Patients With Cardiovascular Risk Factors: Intervention Component Design and Pragmatic Randomized Feasibility Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Intervention (counseling); Primary care; Psychological intervention; Randomized controlled trial; mHealth; Component (thermodynamics); Weight loss; Health care","score_opus":0.04219049639651652,"score_gpt":0.40249891952919614,"score_spread":0.36030842313267963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415443329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90542907,0.015799442,0.011550737,0.0026522935,0.00069134234,0.06263285,0.0009968842,0.00020062561,0.000046752233],"genre_scores_gemma":[0.94581896,0.018539926,0.0055733975,0.003857616,0.00024281973,0.023660142,0.0021610986,0.00009142039,0.000054618587],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.988004,0.005165689,0.002921908,0.0014837652,0.00063252717,0.0017920634],"domain_scores_gemma":[0.9922249,0.0023947365,0.0019219477,0.0009445543,0.00068936293,0.0018245055],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006707387,0.00070600543,0.0027330348,0.00042786702,0.003953346,0.00005409991,0.0002426101,0.000382274,0.000013505997],"category_scores_gemma":[0.00013562717,0.00055734674,0.00027954785,0.00034380308,0.00037201805,0.00029514197,0.00018232646,0.0011695937,0.0000030783842],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.44146594,0.002277043,0.20437111,0.17190474,0.0003990494,0.0000020439618,0.012108985,0.000022489727,2.5139178e-7,0.0015273707,0.001964483,0.16395648],"study_design_scores_gemma":[0.691484,0.0043352377,0.27604017,0.0029472825,0.0011310753,0.0000036791876,0.0035755765,0.0007531035,9.017293e-7,0.0012448088,0.017812127,0.0006720439],"about_ca_topic_score_codex":0.007859937,"about_ca_topic_score_gemma":0.0007665556,"teacher_disagreement_score":0.25001803,"about_ca_system_score_codex":0.0014025309,"about_ca_system_score_gemma":0.0031233588,"threshold_uncertainty_score":0.9996878},"labels":[],"label_agreement":null},{"id":"W4415544402","doi":"10.2196/79759","title":"Efficacy of a Self-Guided Transdiagnostic Intervention for Adults With Anxiety and Depression: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Anxiety; Intervention (counseling); Psychological intervention; mHealth; Quality of life (healthcare)","score_opus":0.026886279992589357,"score_gpt":0.41405884549648125,"score_spread":0.3871725655038919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415544402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97051966,0.0040968833,0.0014868649,0.0014877272,0.0012101345,0.019206008,0.000062689476,0.000093222094,0.001836795],"genre_scores_gemma":[0.99202067,0.0002289481,0.0005635277,0.00040373494,0.00009121546,0.0061816596,0.000038226848,0.00002064373,0.0004514],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99686354,0.0005527621,0.0014924421,0.00048107395,0.00015463651,0.00045552966],"domain_scores_gemma":[0.99670714,0.002003925,0.000600937,0.0002479796,0.00013574341,0.00030430022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015128481,0.00023564193,0.0013885199,0.00023626669,0.00018138626,0.000025483116,0.00009875732,0.00015290781,0.000030776384],"category_scores_gemma":[0.0003062303,0.00017080798,0.00030096315,0.0002055289,0.00014747414,0.000091128706,0.000023528202,0.00018069596,0.0000018399066],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9479201,0.002008039,0.0003840908,0.0041099717,0.0001999449,0.000001098703,0.001662873,3.3789271e-7,2.4966388e-7,0.007122426,0.0008981564,0.03569274],"study_design_scores_gemma":[0.9881267,0.0025340118,0.005581496,0.0014639081,0.0004520947,0.000013962226,0.00041177962,0.00017380356,0.000008338578,0.0008455597,0.00026533555,0.00012304082],"about_ca_topic_score_codex":0.0002089454,"about_ca_topic_score_gemma":0.00008620408,"teacher_disagreement_score":0.040206596,"about_ca_system_score_codex":0.00006127174,"about_ca_system_score_gemma":0.00018473592,"threshold_uncertainty_score":0.69653475},"labels":[],"label_agreement":null},{"id":"W4415593333","doi":"10.2196/78036","title":"A Culturally and Linguistically Tailored Intervention to Improve Diabetes-Related Outcomes in Chinese Americans With Type 2 Diabetes: Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Diabetes Management and Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Diabetes and Digestive and Kidney Diseases; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Randomized controlled trial; Intervention (counseling); Chinese americans; mHealth; Ethnic group; Quality of life (healthcare)","score_opus":0.01430775818985541,"score_gpt":0.3565557903112857,"score_spread":0.3422480321214303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415593333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98223686,0.00052433804,0.000032271764,0.0069995644,0.0007176409,0.008343355,0.0000027358496,0.00007014297,0.0010730973],"genre_scores_gemma":[0.9934939,0.00017007488,0.00036793802,0.0029792942,0.00010255075,0.0011124056,0.00005227926,0.00001833574,0.0017031789],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9976954,0.0002701315,0.00091072044,0.00042210994,0.00018986098,0.0005117931],"domain_scores_gemma":[0.99850935,0.0004958698,0.0002786706,0.00020129331,0.00015814502,0.00035665208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013621368,0.00027001827,0.0017378252,0.00041231987,0.00009683744,0.0000563776,0.00006440763,0.0000727309,0.000019402332],"category_scores_gemma":[0.0018046893,0.00016445229,0.00010130597,0.0006008786,0.00011802239,0.000066662404,0.000041160805,0.00025925727,0.0000049083837],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8470453,0.0011872185,0.13625284,0.0018667417,0.0003831267,0.0000022558693,0.00096317497,0.0000023117052,0.00004861505,0.00050817657,0.00033293423,0.011407296],"study_design_scores_gemma":[0.80281174,0.0047398717,0.1895361,0.00042317147,0.0004712232,1.6134757e-7,0.00017999583,0.0011585106,0.0000016068727,0.00043242236,0.000085944026,0.00015923537],"about_ca_topic_score_codex":0.00015127781,"about_ca_topic_score_gemma":0.000070452006,"teacher_disagreement_score":0.05328326,"about_ca_system_score_codex":0.00011503855,"about_ca_system_score_gemma":0.00024782194,"threshold_uncertainty_score":0.6706169},"labels":[],"label_agreement":null},{"id":"W4415628345","doi":"10.2196/65149","title":"Digital Health Interventions for Military Members, Veterans, and Public Safety Personnel: Scoping Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Psychological intervention; mHealth; Mental health; Digital health; Public health; eHealth; MEDLINE; Orientation (vector space)","score_opus":0.1803651105110578,"score_gpt":0.5269063685352353,"score_spread":0.3465412580241775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415628345","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000045125353,0.97042185,0.00023446743,0.0063116956,0.0018683809,0.014116348,0.005041727,0.00020458741,0.0017964406],"genre_scores_gemma":[0.000033941822,0.9862482,0.0003106154,0.0035315873,0.00023489457,0.0043462566,0.0025500252,0.00011801376,0.0026264794],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9917619,0.0008412597,0.0038389133,0.0015338017,0.00029411976,0.0017299841],"domain_scores_gemma":[0.9950382,0.001129118,0.001253251,0.000840009,0.00012409264,0.0016152966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019312673,0.0008741014,0.004151253,0.0007335683,0.001124124,0.00014086602,0.00042952568,0.0004202034,0.00017081483],"category_scores_gemma":[0.00028917278,0.00082107174,0.0012548714,0.0007185441,0.00023643457,0.00045254844,0.00024570094,0.0008694735,0.000048381993],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022667156,0.00023882482,0.0000032749392,0.48320103,0.00006534366,0.0000018345739,0.00013553143,2.319692e-9,4.6315257e-11,0.0013921182,0.007891739,0.50704765],"study_design_scores_gemma":[0.0005931362,0.00094680855,0.000016887645,0.5462978,0.00031631382,0.000109572655,0.00028793202,8.763673e-7,4.6878434e-10,0.000068936286,0.45103052,0.00033119947],"about_ca_topic_score_codex":0.00034436697,"about_ca_topic_score_gemma":0.0006686607,"teacher_disagreement_score":0.50671643,"about_ca_system_score_codex":0.0006941346,"about_ca_system_score_gemma":0.0024703788,"threshold_uncertainty_score":0.99942404},"labels":[],"label_agreement":null},{"id":"W4415642247","doi":"10.2196/72979","title":"Monitoring Respiratory Health in Children With Acute Asthma Using Wearable Electrical Bioimpedance and Breath Sounds: Observational Case-Control Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Asthma; Expiration; Context (archaeology); COPD; Pediatric intensive care unit; Observational study; Cohort; Mechanical ventilation; Respiratory system","score_opus":0.04835718678056983,"score_gpt":0.39067121600620136,"score_spread":0.34231402922563153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415642247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98839414,0.006997765,0.0011276625,0.0012120501,0.000034118915,0.0020727438,0.000030476634,0.000102456506,0.000028610742],"genre_scores_gemma":[0.99382627,0.0014745644,0.0021912279,0.0022387782,0.00010133713,0.00013122438,0.0000040837253,0.000017224036,0.000015312893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809015,0.00022805943,0.0004985947,0.0004728992,0.00020515507,0.00050515385],"domain_scores_gemma":[0.9991305,0.0000846325,0.00017859915,0.00019758755,0.0000859356,0.00032275607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086618337,0.00021002472,0.00055565574,0.00049735274,0.00041740228,0.00003586208,0.000045951067,0.00009154659,9.671232e-7],"category_scores_gemma":[0.00002104624,0.00017865964,0.000036930385,0.0009808383,0.0000688195,0.00018915582,0.00001897418,0.00044116686,1.8776905e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046736555,0.00025349527,0.96882975,0.00020017939,0.00011326176,0.00005996212,0.00044383237,0.0000052410387,0.000028053308,0.00010213683,0.000056915494,0.029439783],"study_design_scores_gemma":[0.0039901435,0.0016320944,0.9924152,0.0003075284,0.00009482354,0.0005906366,0.00032639707,0.00029588726,0.000022825423,0.00014507458,0.00005324065,0.00012614098],"about_ca_topic_score_codex":0.0011088651,"about_ca_topic_score_gemma":0.00008548857,"teacher_disagreement_score":0.029313643,"about_ca_system_score_codex":0.00021393668,"about_ca_system_score_gemma":0.0010587934,"threshold_uncertainty_score":0.7285529},"labels":[],"label_agreement":null},{"id":"W4415666166","doi":"10.2196/65504","title":"Obtaining Patient-Reported Outcome Data via a Home Patient Monitoring App: Development, Implementation, and Validation of Novel Interface Terminology","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Terminology; Exploit; Interface (matter); Clinical decision support system; Decision support system; Usability; Remote patient monitoring; Outcome (game theory)","score_opus":0.22135605437081757,"score_gpt":0.5265783372653252,"score_spread":0.30522228289450765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415666166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891325,0.0013641047,0.0039391494,0.0011294588,0.0013887226,0.002693322,0.000058688143,0.00011919023,0.000174821],"genre_scores_gemma":[0.9952583,0.0002738838,0.0029879664,0.0006556552,0.00010288188,0.00041136183,0.0001722536,0.00003252727,0.00010518648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994216,0.0005940844,0.0029682224,0.0007532984,0.0003070635,0.0011612783],"domain_scores_gemma":[0.9964007,0.00054389675,0.0016896067,0.000690715,0.0002728725,0.00040217087],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019129558,0.00029054718,0.00072327664,0.00042928036,0.0009845563,0.000013710956,0.00023899885,0.00026241067,0.000018285862],"category_scores_gemma":[0.0001599429,0.00027918848,0.000020304306,0.00042973144,0.00006747056,0.00026453048,0.0004678458,0.0007321188,0.0000044462677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001527404,0.00013164498,0.80656433,0.006444807,0.000053885047,0.0000014989441,0.011968527,0.0000014765112,0.0002217726,0.00023893637,0.00050776894,0.17371261],"study_design_scores_gemma":[0.00938962,0.0015471748,0.9073277,0.002327929,0.00019124184,0.000052231317,0.036708176,0.0009143401,0.001064638,0.0002753541,0.039367106,0.00083447533],"about_ca_topic_score_codex":0.0018115964,"about_ca_topic_score_gemma":0.00036247924,"teacher_disagreement_score":0.17287815,"about_ca_system_score_codex":0.0005726255,"about_ca_system_score_gemma":0.003051782,"threshold_uncertainty_score":0.999966},"labels":[],"label_agreement":null},{"id":"W4415822925","doi":"10.2196/68361","title":"Evaluating the Clinical Effectiveness and Patient Experience of a Large Language Model–Based Digital Tool for Home-Based Blood Pressure Management: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; Patient experience; mHealth; User experience design; Health care; Telehealth; Telemedicine; Patient satisfaction; Component (thermodynamics)","score_opus":0.1061676300590465,"score_gpt":0.586408111301809,"score_spread":0.48024048124276253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415822925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94081455,0.0029577634,0.031417597,0.001288749,0.00039402634,0.022561742,0.000326456,0.00009939598,0.00013969433],"genre_scores_gemma":[0.95129865,0.00014606486,0.011207045,0.0046144957,0.000060470287,0.03251784,0.0000410177,0.000033762717,0.00008065241],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9927304,0.0031407021,0.0018459322,0.0008574016,0.00035510433,0.0010704822],"domain_scores_gemma":[0.991653,0.0059273746,0.0008017187,0.00084658904,0.0002825319,0.00048875663],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008147985,0.00030941647,0.00082289934,0.00020881378,0.0018632252,0.000025657322,0.00026799014,0.00023776865,0.0000092909395],"category_scores_gemma":[0.0006297413,0.00023104096,0.0001006452,0.0005056641,0.0001555339,0.00010171218,0.00019764686,0.00067321217,0.0000012484177],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004437226,0.004044061,0.10959798,0.04718115,0.00017946592,0.0000019812762,0.010785996,0.0002836531,0.000025549862,0.010570845,0.0011250188,0.81176704],"study_design_scores_gemma":[0.04155145,0.008443844,0.6894544,0.0021548066,0.001993815,0.0000016308242,0.034561954,0.20144983,0.00005616432,0.002655763,0.016850036,0.0008263291],"about_ca_topic_score_codex":0.00010138458,"about_ca_topic_score_gemma":0.000052515174,"teacher_disagreement_score":0.81094074,"about_ca_system_score_codex":0.000060988954,"about_ca_system_score_gemma":0.001763958,"threshold_uncertainty_score":0.9994362},"labels":[],"label_agreement":null},{"id":"W4415879716","doi":"10.2196/65599","title":"The Effectiveness of an Artificial Intelligence–Based Gamified Intervention for Improving Maternal Health Outcomes Among Refugees and Underserved Women in Lebanon: Community Interventional Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Disadvantaged; Intervention (counseling); Maternal health; Socioeconomic status; Health care; Focus group; Refugee","score_opus":0.10355723032936447,"score_gpt":0.4924149940794376,"score_spread":0.38885776375007314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415879716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803542,0.0005080995,0.0049070865,0.0022048939,0.0007034786,0.011069243,0.000105976214,0.00007250617,0.00007453568],"genre_scores_gemma":[0.98355937,0.000109085864,0.00033959508,0.000998309,0.0000886068,0.014651639,0.00013927091,0.000029016937,0.00008510093],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9888546,0.006503726,0.0025222825,0.0005054816,0.00024979064,0.001364151],"domain_scores_gemma":[0.9923028,0.005048407,0.0011666066,0.0005724075,0.00020177066,0.000708019],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.02157028,0.0003001242,0.0009043869,0.0004160913,0.0027822817,0.000038541988,0.0003297368,0.00028720708,0.000012452701],"category_scores_gemma":[0.0006364804,0.00024279174,0.00011943136,0.00043400328,0.000319206,0.00018621302,0.00013979983,0.0012038577,0.000001116206],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10896766,0.0032989245,0.18479511,0.099463455,0.00007519104,8.400699e-7,0.0035575372,0.000032665776,0.000026695112,0.1479617,0.00018125298,0.45163897],"study_design_scores_gemma":[0.020911101,0.0038312925,0.9122303,0.001743755,0.000032698244,6.6706315e-7,0.008983501,0.0032318973,0.000026310645,0.04797602,0.00079717045,0.00023527454],"about_ca_topic_score_codex":0.006668719,"about_ca_topic_score_gemma":0.0152932,"teacher_disagreement_score":0.7274352,"about_ca_system_score_codex":0.0009511207,"about_ca_system_score_gemma":0.002310446,"threshold_uncertainty_score":0.99994594},"labels":[],"label_agreement":null},{"id":"W4415977880","doi":"10.2196/72201","title":"Analysis of Training Behavior in Users of a Fitness App: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Training (meteorology); mHealth; Behavior change; Intrinsic motivation; Selection (genetic algorithm); Health behavior","score_opus":0.09253110192298407,"score_gpt":0.45017299887590767,"score_spread":0.3576418969529236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415977880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945447,0.000038260678,0.0044439333,0.00015395379,0.00021064417,0.00041903564,0.000007709118,0.00004243296,0.00013933517],"genre_scores_gemma":[0.9990842,0.00000627692,0.0006290646,0.00012704905,0.0000074567834,0.00009732401,0.000004791442,0.0000029997261,0.000040867057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984014,0.00010585031,0.0007166811,0.00034753905,0.00018698553,0.00024154781],"domain_scores_gemma":[0.99902457,0.00011361927,0.00034206058,0.00029456252,0.00018423055,0.000040975436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086127885,0.000098215365,0.00038006718,0.0017180006,0.000108783315,0.000019275534,0.0002806523,0.00009501169,0.0000072116245],"category_scores_gemma":[0.000039373324,0.00009917601,0.000045866014,0.0030018175,0.00010994674,0.00020178713,0.00008335135,0.00027654122,3.6503204e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049133552,0.0003982687,0.9786815,0.00012277374,0.00005769327,0.000002302184,0.0030898112,0.00004917144,0.000051279418,0.011379054,0.0000069550147,0.006112073],"study_design_scores_gemma":[0.00055938284,0.0002825945,0.994889,0.000015508762,0.000046433288,0.0000015610603,0.00076182367,0.0031438859,0.00004648687,0.0001872299,0.000011936756,0.000054123015],"about_ca_topic_score_codex":0.00042665462,"about_ca_topic_score_gemma":0.0005545691,"teacher_disagreement_score":0.01620755,"about_ca_system_score_codex":0.000120706856,"about_ca_system_score_gemma":0.00031584583,"threshold_uncertainty_score":0.40442804},"labels":[],"label_agreement":null},{"id":"W4416012246","doi":"10.2196/64139","title":"Calorie-Counting Apps for Monitoring and Managing Calorie Intake in Adults Living With Weight-Related Chronic Diseases: Decade-Long Scoping Review (2013-2024)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Moncton; Université de Sherbrooke","funders":"","keywords":"Calorie; mHealth; Mobile apps; MEDLINE; Chronic disease; Smartphone app","score_opus":0.02958353364510738,"score_gpt":0.4216694155371814,"score_spread":0.39208588189207405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416012246","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.379028,0.54568726,0.0024342963,0.02344007,0.003234335,0.04388068,0.00012509637,0.00061788,0.0015523784],"genre_scores_gemma":[0.5286075,0.42533946,0.0013351573,0.006075792,0.00097265,0.03684569,0.00011728048,0.00014287165,0.00056362146],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99320567,0.0005214932,0.0023336227,0.0012655699,0.00035038227,0.002323277],"domain_scores_gemma":[0.99472636,0.002075093,0.0009125041,0.00063254347,0.00028862344,0.0013648953],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024712493,0.00053318066,0.0012289495,0.0005608336,0.0026731188,0.00003541611,0.00025151277,0.00038942444,0.00004567597],"category_scores_gemma":[0.00037538275,0.00048706378,0.00006586253,0.0013177136,0.00014251673,0.00034562655,0.0001924676,0.0016049299,0.000013664053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029543732,0.00011908643,0.48523518,0.40770915,0.000023650604,0.000005634473,0.0013252457,0.000006870078,8.730861e-7,0.0038582366,0.0020326935,0.09938791],"study_design_scores_gemma":[0.005835191,0.00046849865,0.47897577,0.49846065,0.00026459096,0.000007797436,0.002135329,0.0013839295,6.638289e-7,0.0009875697,0.010738757,0.00074125454],"about_ca_topic_score_codex":0.0020136153,"about_ca_topic_score_gemma":0.004376739,"teacher_disagreement_score":0.1495795,"about_ca_system_score_codex":0.0011133861,"about_ca_system_score_gemma":0.005152147,"threshold_uncertainty_score":0.9997581},"labels":[],"label_agreement":null},{"id":"W4416088174","doi":"10.2196/75909","title":"User Experience in mHealth Research: Bibliometric Analysis of Trends and Developments (2007–2023)","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; User experience design; Scope (computer science); Comparability; eHealth; Health informatics; User engagement; Health care; Usability","score_opus":0.39070597494134596,"score_gpt":0.6210898968786436,"score_spread":0.23038392193729762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416088174","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002160331,0.9831939,0.000025187386,0.00069803203,0.00069744565,0.007659172,0.0006741499,0.00009586614,0.004795921],"genre_scores_gemma":[0.00087527075,0.9741199,0.00061379425,0.0012393792,0.00023158893,0.017969893,0.00081373914,0.000084751766,0.004051656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9824665,0.004508349,0.005894152,0.0021325953,0.0012837073,0.0037147065],"domain_scores_gemma":[0.98693484,0.0055650044,0.002478788,0.0014953971,0.0006919033,0.002834081],"candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity"],"consensus_categories":["bibliometrics","research_integrity"],"category_scores_codex":[0.010326237,0.00091197534,0.005761052,0.18874145,0.002066851,0.000035521778,0.0008173826,0.0016254333,0.0004951458],"category_scores_gemma":[0.00089427596,0.0008112652,0.0002970038,0.27498958,0.00044946733,0.00021619756,0.0006482046,0.0042185863,0.00005220076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065307824,0.00021699943,0.012772106,0.14787818,0.00009141956,0.000004082742,0.0010647335,2.3494428e-7,1.1317614e-8,0.0019931393,0.010799986,0.8251138],"study_design_scores_gemma":[0.00083541335,0.00016502611,0.13778967,0.008638555,0.00075477647,0.000003194045,0.00054730347,0.000019169303,1.0260719e-8,0.000058197315,0.8508218,0.0003668965],"about_ca_topic_score_codex":0.004650209,"about_ca_topic_score_gemma":0.0027524063,"teacher_disagreement_score":0.8400218,"about_ca_system_score_codex":0.0015883878,"about_ca_system_score_gemma":0.016399983,"threshold_uncertainty_score":0.9996707},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4416182892","doi":"10.2196/69028","title":"Dynamic Assessment of Fine Motor Control and Vocalization in Parkinson Disease Through a Smartphone App: Cross-Sectional Study of Time-Severity Interaction Effects","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Motor control; Psychological intervention; Disease; Control (management); mHealth; Motor activity","score_opus":0.01638100761051715,"score_gpt":0.4001796135256862,"score_spread":0.38379860591516907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416182892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99602836,0.0005769746,0.00092046265,0.00046569755,0.00012583296,0.0017563943,0.000025385303,0.000019001931,0.00008187968],"genre_scores_gemma":[0.9988699,0.00034200778,0.00013481968,0.00039995462,0.000016354878,0.0001056579,0.00004755978,0.000007766879,0.000075954835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986994,0.00014704533,0.0005007147,0.00026671003,0.00020511987,0.0001810024],"domain_scores_gemma":[0.99929285,0.00014937627,0.00019747487,0.00014318246,0.00008308618,0.00013400163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003567559,0.0001184007,0.00039705337,0.00017349451,0.000074354764,0.000009072858,0.000028007718,0.00006849061,0.000009080384],"category_scores_gemma":[0.00007665843,0.00010775158,0.000029867982,0.000242908,0.00005583819,0.00010399942,0.000018746503,0.00018182969,4.14327e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021765209,0.0016658268,0.9881177,0.0042755925,0.000030095896,0.0000035112896,0.0003536395,0.000029943816,0.00015076125,0.00004101345,0.000053391002,0.0031020185],"study_design_scores_gemma":[0.0076723997,0.0012538009,0.9706369,0.00019212683,0.00007217711,0.000001819949,0.00016209857,0.019733865,0.000004680421,0.00012365861,0.00009024022,0.00005620717],"about_ca_topic_score_codex":0.00092652324,"about_ca_topic_score_gemma":0.00054496276,"teacher_disagreement_score":0.01970392,"about_ca_system_score_codex":0.00013919268,"about_ca_system_score_gemma":0.00035755968,"threshold_uncertainty_score":0.4393982},"labels":[],"label_agreement":null},{"id":"W4416202603","doi":"10.2196/73846","title":"AI-Driven Real-Time Monitoring of Cardiovascular Conditions With Wearable Devices: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Ontario Brain Institute; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"Wearable computer; Wearable technology; mHealth; Scalability; Telemedicine; Continuous monitoring; Remote patient monitoring","score_opus":0.033048755549723786,"score_gpt":0.3833409276233719,"score_spread":0.3502921720736481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416202603","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4587898,0.5292229,0.00022349339,0.0036535137,0.00028882825,0.0048888857,0.000034297962,0.00017989617,0.0027183634],"genre_scores_gemma":[0.36707744,0.6288548,0.0010746773,0.0022899134,0.00021450358,0.00023157107,0.000040956053,0.000038122525,0.00017799094],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9975297,0.00019924948,0.0007129898,0.00046571658,0.00048040145,0.00061195955],"domain_scores_gemma":[0.9981194,0.00010588187,0.00019318661,0.0006940368,0.00026105743,0.0006264077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086097233,0.00024222914,0.0014091278,0.0002442165,0.00032032054,0.0000121649755,0.000081481354,0.00013661863,0.00002798274],"category_scores_gemma":[0.00004849185,0.00018966242,0.000320982,0.0006832992,0.00011702648,0.00010385073,0.00003432006,0.00037376836,0.000011030134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074094307,0.00044252162,0.20002058,0.7402238,0.0022073349,0.000106011285,0.0006189221,0.00018831293,0.00010609251,0.00029775064,0.0038505024,0.051197182],"study_design_scores_gemma":[0.007475359,0.0013340954,0.4567247,0.5116024,0.005771276,0.00030353596,0.00046896274,0.00015287098,0.00031845874,0.000045022414,0.015160059,0.0006432491],"about_ca_topic_score_codex":0.0012266394,"about_ca_topic_score_gemma":0.000029565403,"teacher_disagreement_score":0.25670412,"about_ca_system_score_codex":0.0001640575,"about_ca_system_score_gemma":0.0024723464,"threshold_uncertainty_score":0.7734209},"labels":[],"label_agreement":null},{"id":"W4416246183","doi":"10.2196/67136","title":"Effectiveness of Smartphone-Based Dyadic Interventions to Increase Physical Activity in Romantic Couples: Microrandomized Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Psychological intervention; Randomized controlled trial; mHealth; Baseline (sea); Intervention (counseling)","score_opus":0.051122816143685,"score_gpt":0.46608538434167684,"score_spread":0.4149625681979918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416246183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912121,0.0004205347,0.0010116482,0.001050553,0.0011296959,0.0042362735,0.00014029656,0.000055726792,0.0007431187],"genre_scores_gemma":[0.9979379,0.0000066836096,0.00007966133,0.0002789167,0.00004198032,0.0014246785,0.000031856624,0.0000206801,0.00017764352],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9965333,0.0013707388,0.0007929057,0.00053698727,0.00016941866,0.0005966755],"domain_scores_gemma":[0.99754024,0.0012955038,0.00028478555,0.00039673908,0.00006374157,0.00041899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001762085,0.00023752291,0.00090221816,0.00065110374,0.00012728907,0.000023247996,0.00018160499,0.00012374575,0.00003286588],"category_scores_gemma":[0.00017593324,0.00023472343,0.00028027917,0.0008238172,0.00013529441,0.00009624339,0.0000720029,0.00033968707,0.00003756577],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7832352,0.03454867,0.011029722,0.058694795,0.00015588694,0.000027679456,0.0011818184,0.000014039373,0.00056789763,0.017809095,0.001598462,0.091136746],"study_design_scores_gemma":[0.27316055,0.0062433747,0.7089818,0.006970343,0.00018373434,0.0000050491044,0.00024433297,0.00023650874,0.000804982,0.0026258084,0.00017227713,0.0003712271],"about_ca_topic_score_codex":0.0033306773,"about_ca_topic_score_gemma":0.00047724697,"teacher_disagreement_score":0.6979521,"about_ca_system_score_codex":0.00032206473,"about_ca_system_score_gemma":0.00045309012,"threshold_uncertainty_score":0.95717436},"labels":[],"label_agreement":null},{"id":"W4416254863","doi":"10.2196/80465","title":"Assessing Wearable mHealth Adherence in Underserved Adolescents and its Associations With Physical Activity, Sports, and Safety Perceptions: Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Wearable computer; Wearable technology; Prospective cohort study; Software deployment; Cohort study; Activity tracker; Physical activity; Cohort","score_opus":0.07324008592419542,"score_gpt":0.4684271223524154,"score_spread":0.39518703642821995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416254863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97764045,0.0009294102,0.00015883095,0.003627629,0.00018799091,0.0156558,0.00006133542,0.00016949643,0.0015690541],"genre_scores_gemma":[0.9853968,0.0051357844,0.00016838427,0.0016876442,0.00014524133,0.006999099,0.00002926743,0.0000455094,0.00039226116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943174,0.0012328994,0.0010930615,0.0012775771,0.0005347136,0.0015443284],"domain_scores_gemma":[0.99673015,0.0006138381,0.0007416021,0.00047805876,0.00031159434,0.0011247485],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025522243,0.0004556033,0.0010921678,0.00045302467,0.003376678,0.00006578043,0.00015247412,0.00032940824,0.000022652723],"category_scores_gemma":[0.00015617072,0.0004152701,0.00003341097,0.0011882882,0.00015855843,0.0005796335,0.00017552017,0.0019542414,0.000010496167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004153828,0.0012656589,0.9727681,0.0040790266,0.000017534814,0.0000028179013,0.0032289259,0.0000028538968,0.000004081177,0.0025018898,0.00013874625,0.015574959],"study_design_scores_gemma":[0.004346631,0.00046630914,0.9820072,0.0013096167,0.00010643333,0.000003541266,0.009701089,0.0008825204,4.0278525e-7,0.0007130284,0.00019934343,0.00026386502],"about_ca_topic_score_codex":0.0028030288,"about_ca_topic_score_gemma":0.005925044,"teacher_disagreement_score":0.015311094,"about_ca_system_score_codex":0.0011807077,"about_ca_system_score_gemma":0.004128014,"threshold_uncertainty_score":0.9998299},"labels":[],"label_agreement":null},{"id":"W4416262429","doi":"10.2196/68006","title":"Engagement of African American Women With Fitness Trackers and Mobile Technology for Shared Physical Activity Goals: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute","keywords":"Activity tracker; African american; Physical activity; Interpersonal communication; mHealth; Social support; Mobile technology; Interpersonal relationship; Ethnically diverse","score_opus":0.047406803051783186,"score_gpt":0.44727303508927013,"score_spread":0.39986623203748695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416262429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9288131,0.000038036887,0.06723015,0.0019364071,0.00009453318,0.0016858903,0.000011115409,0.00014649326,0.000044285614],"genre_scores_gemma":[0.9715319,0.000013670063,0.0263085,0.0001349014,0.0000140526145,0.0019598617,0.0000013304128,0.000009515919,0.000026232152],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981885,0.00034238526,0.0002752619,0.00059182954,0.00012668862,0.0004753529],"domain_scores_gemma":[0.99853647,0.00037077622,0.0003897518,0.00043628813,0.00017607884,0.00009061092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010414582,0.00019187601,0.0005506849,0.00056160556,0.00029814802,0.000029896742,0.0003246034,0.00006727555,0.0000011239068],"category_scores_gemma":[0.00006298114,0.00016163218,0.000017385275,0.0013701773,0.00037351032,0.00020538045,0.00019747677,0.00038960672,2.4102076e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047780425,0.0013158361,0.0027279847,0.00056410657,0.00008892633,0.0000017036576,0.012824709,0.0000033941167,0.0009149483,0.011002763,0.00014132603,0.9699365],"study_design_scores_gemma":[0.008599101,0.0414575,0.7807377,0.00024025449,0.00017135109,0.000025568506,0.11547865,0.016288364,0.014219189,0.0124698235,0.009236202,0.0010763223],"about_ca_topic_score_codex":0.00007089739,"about_ca_topic_score_gemma":0.00003089716,"teacher_disagreement_score":0.96886015,"about_ca_system_score_codex":0.00021055694,"about_ca_system_score_gemma":0.00026407302,"threshold_uncertainty_score":0.6591169},"labels":[],"label_agreement":null},{"id":"W4416267655","doi":"10.2196/80094","title":"Exploring Age-Related Patterns in Smartphone Keystroke Dynamics Considering Temporal Variability: Cross-Sectional Study With AI-Based Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Keystroke dynamics; Personalization; Keystroke logging; Dynamics (music); Behavioral analysis; Behavioral pattern; Mobile device; Smartphone application","score_opus":0.0672433571440588,"score_gpt":0.3805238976804522,"score_spread":0.3132805405363934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416267655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938906,0.000029614319,0.0012419133,0.0028836655,0.00025286802,0.0011082932,0.0000318759,0.0002857689,0.00027542535],"genre_scores_gemma":[0.9988633,0.000036108566,0.00027754225,0.00037372395,0.00002878326,0.00027890241,0.000033988523,0.000014016277,0.00009367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685305,0.0005574924,0.0007496719,0.00070690864,0.00039920706,0.00073368056],"domain_scores_gemma":[0.9987112,0.0003286479,0.00021182148,0.0003631221,0.000120816876,0.00026435955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024384677,0.0002159345,0.0005205646,0.00094010204,0.00080751034,0.00011627954,0.00020389569,0.0002079749,0.000022971522],"category_scores_gemma":[0.00015345079,0.000212866,0.00006164858,0.002424418,0.00039990077,0.0002679585,0.0000619185,0.0006937491,0.0000017573102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010433142,0.0003481728,0.99322784,0.00018414915,0.00009002071,0.000030666237,0.0033817843,0.00025075162,3.2241022e-7,0.0011860831,0.0000036750364,0.0011922222],"study_design_scores_gemma":[0.0017566265,0.00020381834,0.9912773,0.000048681464,0.00008833125,8.208819e-7,0.0041779666,0.0018394677,0.0000012249361,0.00039177775,0.000052034284,0.00016197187],"about_ca_topic_score_codex":0.032409612,"about_ca_topic_score_gemma":0.23903799,"teacher_disagreement_score":0.20662838,"about_ca_system_score_codex":0.00084477605,"about_ca_system_score_gemma":0.0012792671,"threshold_uncertainty_score":0.97403365},"labels":[],"label_agreement":null},{"id":"W4416279400","doi":"10.2196/65558","title":"A Refined Mobile Health Intervention (SMARTFAMILY2.0) to Promote Physical Activity and Healthy Eating in a Family Setting: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Physical activity; Healthy eating; mHealth; Intervention (counseling); Health promotion; Sedentary behavior; Health behavior; Activity tracker","score_opus":0.04254983711548146,"score_gpt":0.47461686788274987,"score_spread":0.43206703076726843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416279400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8911315,0.0031039475,0.0007706875,0.019043982,0.0009852974,0.08310689,0.000056461336,0.00029006813,0.0015111411],"genre_scores_gemma":[0.8136478,0.0032307003,0.0012752705,0.020704944,0.0005233198,0.1598123,0.000050478782,0.00006541762,0.00068977656],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98605484,0.0057867332,0.0035454445,0.0015222537,0.0005415409,0.0025491826],"domain_scores_gemma":[0.9915496,0.0034090474,0.0018547787,0.00075452233,0.00028244324,0.0021495926],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012889703,0.00068056455,0.004198774,0.001093351,0.0022841182,0.000051050152,0.00026215077,0.0004602165,0.000016681148],"category_scores_gemma":[0.0013770274,0.0005848721,0.00029776237,0.0013749205,0.00019842657,0.00023484357,0.00027656264,0.0021291934,0.00003040391],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.71159244,0.0015150709,0.0012221978,0.010452126,0.000038517508,0.0000019253678,0.0043975115,0.000005406674,0.000023643279,0.00945604,0.0026100131,0.2586851],"study_design_scores_gemma":[0.94343436,0.0035042015,0.024897428,0.0024582369,0.00008888504,0.0000026868738,0.0020282646,0.0049103377,0.000001028322,0.001826452,0.016424341,0.0004237652],"about_ca_topic_score_codex":0.004944468,"about_ca_topic_score_gemma":0.0014360696,"teacher_disagreement_score":0.25826135,"about_ca_system_score_codex":0.0011304246,"about_ca_system_score_gemma":0.00535115,"threshold_uncertainty_score":0.99966025},"labels":[],"label_agreement":null},{"id":"W4416379050","doi":"10.2196/68438","title":"Forging Online Community Among People in Recovery From Substance Use: Natural Language Processing and Deep-Learning Analysis of The Phoenix App User-Generated Data","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health via Writing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phoenix; Social media; Online community; Function (biology); Mobile apps; Feature (linguistics); Social function; Sentiment analysis; Online discussion","score_opus":0.059568300646108976,"score_gpt":0.409941947816954,"score_spread":0.350373647170845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416379050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986102,0.012375543,0.00007720194,0.00037199343,0.00019844485,0.00052598683,0.00022807572,0.00004838878,0.000072370916],"genre_scores_gemma":[0.99697137,0.00039497376,0.00053621584,0.0010192399,0.0000394365,0.000025678637,0.00084147934,0.000019763795,0.00015183065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967569,0.0012708757,0.00076438143,0.00047131494,0.00017740352,0.000559105],"domain_scores_gemma":[0.9977763,0.00076642854,0.0005082565,0.0007357019,0.000054777487,0.00015850854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013342084,0.00019554171,0.0005872231,0.0003513486,0.0006595824,0.000047667876,0.0003799675,0.0001393911,0.000017998049],"category_scores_gemma":[0.00015812529,0.00016910645,0.00003455956,0.0019417299,0.000103944556,0.00029078635,0.0002457224,0.001300304,3.300871e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002133858,0.0001629968,0.91573215,0.00091338594,0.00007114233,0.0000024456351,0.016836248,0.000033754022,0.00005716385,0.000028309982,0.000049579336,0.06589947],"study_design_scores_gemma":[0.0008294847,0.000038624206,0.95794773,0.00036202904,0.0001629399,0.000001529346,0.015458099,0.025006961,0.000008113023,0.000012470739,0.000059650392,0.00011236097],"about_ca_topic_score_codex":0.052743237,"about_ca_topic_score_gemma":0.22560444,"teacher_disagreement_score":0.1728612,"about_ca_system_score_codex":0.0001578931,"about_ca_system_score_gemma":0.00017684251,"threshold_uncertainty_score":0.95356464},"labels":[],"label_agreement":null},{"id":"W4416379937","doi":"10.2196/85329","title":"Methodological Considerations in Evaluating Mental Health Apps: Ensuring Reliability and Patient Safety","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Patient safety; Mental health; mHealth; MEDLINE; Health care","score_opus":0.2794140933994985,"score_gpt":0.550959408493924,"score_spread":0.2715453150944255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416379937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93654025,0.0066519845,0.00020589914,0.04744393,0.0011121327,0.0023508037,0.0001476496,0.00010536677,0.0054420107],"genre_scores_gemma":[0.9856897,0.00020632255,0.0054227156,0.008113054,0.000027604618,0.00030925515,0.00003125251,0.000014195089,0.00018589215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9949216,0.0018764279,0.0014622192,0.0007390899,0.00020321118,0.00079745305],"domain_scores_gemma":[0.9977242,0.0010961975,0.00031649452,0.0003272701,0.0000523516,0.00048352696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003455159,0.00022543212,0.00056051614,0.00026284656,0.00065674266,0.00004293966,0.00006746828,0.00014245525,0.00010799349],"category_scores_gemma":[0.0004039069,0.00021630083,0.00005587411,0.0003190167,0.00018591346,0.00012702723,0.00013692255,0.000508244,0.000011986623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010187463,0.0019594806,0.041316606,0.0034127778,0.000035592355,0.000010812566,0.012793731,0.000017206023,0.000007522578,0.13435021,0.007414503,0.7976628],"study_design_scores_gemma":[0.0038092094,0.0033435645,0.9431472,0.0010086701,0.000019586163,0.000090726455,0.005294839,0.00045250167,0.000009480695,0.036178548,0.006302329,0.00034335986],"about_ca_topic_score_codex":0.001227945,"about_ca_topic_score_gemma":0.00053823536,"teacher_disagreement_score":0.90183055,"about_ca_system_score_codex":0.0005619196,"about_ca_system_score_gemma":0.00045751626,"threshold_uncertainty_score":0.8820492},"labels":[],"label_agreement":null},{"id":"W4416379942","doi":"10.2196/85910","title":"Authors’ Reply: Methodological Considerations in Evaluating Mental Health Apps: Ensuring Reliability and Patient Safety","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Patient safety; Mental health; mHealth; Health care; MEDLINE","score_opus":0.24706667761282008,"score_gpt":0.5442747031846369,"score_spread":0.2972080255718168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416379942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9022974,0.0059600305,0.00024928822,0.081919074,0.0015958662,0.0028141807,0.00017305023,0.00014744281,0.0048436783],"genre_scores_gemma":[0.9795879,0.00018705212,0.0070486227,0.012392107,0.000037106623,0.00036625867,0.00003915921,0.00001828439,0.00032347217],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9936941,0.0024281202,0.0018026181,0.0009249922,0.0002441638,0.0009059859],"domain_scores_gemma":[0.9973333,0.001143469,0.00041705745,0.00043715566,0.00006527494,0.0006037371],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0050438186,0.0002611502,0.00063703884,0.00030679823,0.00078681746,0.000053868604,0.00008046019,0.00016205451,0.000113951544],"category_scores_gemma":[0.0006530241,0.00025206138,0.00006728897,0.00038698377,0.00020896444,0.00014527245,0.00016540108,0.0006477715,0.000012169343],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014512396,0.002381737,0.046023935,0.0041036704,0.000050362683,0.000017482731,0.019508373,0.00002011114,0.000009309912,0.14589372,0.017605664,0.7629344],"study_design_scores_gemma":[0.0041116304,0.0040830495,0.9224575,0.0013010458,0.000027885233,0.0001263629,0.0063665938,0.0005949522,0.000012285514,0.046896935,0.013580057,0.00044169617],"about_ca_topic_score_codex":0.0016788025,"about_ca_topic_score_gemma":0.00046477068,"teacher_disagreement_score":0.87643355,"about_ca_system_score_codex":0.0006671651,"about_ca_system_score_gemma":0.0005424909,"threshold_uncertainty_score":0.99999315},"labels":[],"label_agreement":null},{"id":"W4416440493","doi":"10.2196/72416","title":"Effect of a Mobile Health Intervention in the Management of Hypertension: Open-Label Cluster-Randomized Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; mHealth; Digital health; Intervention (counseling); Telehealth; eHealth; Health education; Health intervention; Randomized controlled trial","score_opus":0.08419919143861365,"score_gpt":0.5012499783106669,"score_spread":0.4170507868720532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416440493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8633525,0.01115419,0.0006584363,0.011934664,0.0013551671,0.10491936,0.00007082654,0.000069543246,0.0064853127],"genre_scores_gemma":[0.8993287,0.011374547,0.00079972314,0.007533102,0.00010317832,0.08028051,0.000081726765,0.000027292323,0.00047120798],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9866118,0.0075720544,0.0036939254,0.0006272664,0.00042222132,0.0010727424],"domain_scores_gemma":[0.99300236,0.0037513797,0.0018041731,0.0008805765,0.00016120581,0.0004003289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022157962,0.00031953616,0.0020295149,0.0004432977,0.0008476402,0.000012772557,0.00065233733,0.0002604916,0.000037196198],"category_scores_gemma":[0.00016629978,0.00021377418,0.00012738579,0.0011560356,0.00022501514,0.000114486254,0.0003335668,0.0008998275,0.000009755272],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4935341,0.0018779575,0.0005652912,0.06736966,0.000059789232,0.0000022871045,0.0018295302,0.0000030344281,0.0000013316455,0.05472432,0.008277219,0.3717555],"study_design_scores_gemma":[0.9650503,0.0062098685,0.002465909,0.003928551,0.00018935902,0.0000036093202,0.0026570852,0.0005709494,0.000003142345,0.002251719,0.016502557,0.00016695404],"about_ca_topic_score_codex":0.0035013384,"about_ca_topic_score_gemma":0.0003346094,"teacher_disagreement_score":0.47151622,"about_ca_system_score_codex":0.0002997626,"about_ca_system_score_gemma":0.0013548709,"threshold_uncertainty_score":0.8717458},"labels":[],"label_agreement":null},{"id":"W4416535828","doi":"10.2196/82465","title":"Multimodal Sleep Measurement and Alignment Analysis in Outpatients With Major Depressive Episode: Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Sleep (system call); Tracking (education); Naturalistic observation; Depressive symptoms; mHealth; Observational methods in psychology; Actigraphy","score_opus":0.06604112155257799,"score_gpt":0.38089385728440694,"score_spread":0.3148527357318289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416535828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929479,0.0024643154,0.0003503123,0.0015940256,0.00019458376,0.0015227017,0.000013562317,0.000029293986,0.000883322],"genre_scores_gemma":[0.99802864,0.00008425354,0.0001335482,0.0011606221,0.000016556924,0.00040465436,0.000024777077,0.0000115409475,0.0001353883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977729,0.00028804058,0.0005056684,0.00058312184,0.00038316523,0.00046711107],"domain_scores_gemma":[0.9991515,0.000077012526,0.00017702006,0.00026643177,0.00009614242,0.00023184196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054320635,0.00020675958,0.00039640494,0.0004676219,0.00022883367,0.000020701498,0.000090776295,0.000126656,0.000047101254],"category_scores_gemma":[0.000018377974,0.00016416707,0.000033792363,0.000822483,0.00006535517,0.000056814326,0.000041270054,0.0002607216,0.0000043388054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068657246,0.0016257381,0.97949857,0.00010249548,0.00097072014,0.000009555166,0.00448177,0.00012648616,5.230528e-7,0.00050206005,0.00024396973,0.011751568],"study_design_scores_gemma":[0.008053468,0.00051522476,0.9861287,0.00003540973,0.0007727365,9.753667e-7,0.0034085813,0.0007111045,6.0949867e-7,0.0001260862,0.000105513354,0.00014158223],"about_ca_topic_score_codex":0.0040769624,"about_ca_topic_score_gemma":0.004690633,"teacher_disagreement_score":0.011609986,"about_ca_system_score_codex":0.00016058623,"about_ca_system_score_gemma":0.00012645358,"threshold_uncertainty_score":0.66945386},"labels":[],"label_agreement":null},{"id":"W4416589406","doi":"10.2196/73903","title":"Interpretable Machine Learning Models for Analyzing Determinants Affecting the Use of mHealth Apps Among Family Caregivers of Patients With Stroke in Chinese Communities: Cross-Sectional Survey Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Popularity; Family caregivers; Software; Focus group; Focus (optics); Mobile device","score_opus":0.07469736279895907,"score_gpt":0.38277768221427805,"score_spread":0.308080319415319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416589406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99684757,0.00017903277,0.00050075335,0.000032108055,0.0001245663,0.002056962,0.00017951423,0.000046614183,0.00003287797],"genre_scores_gemma":[0.999448,0.00016825527,0.00014426163,0.00004490583,0.000009983352,0.00008740926,0.000028263037,0.00001549249,0.00005340863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970106,0.0011409498,0.000679452,0.00029626864,0.00032158577,0.00055117585],"domain_scores_gemma":[0.99685454,0.0018065524,0.0006071345,0.0002817886,0.00033594586,0.00011402905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029805927,0.00018836191,0.00052499684,0.00041527412,0.0011127855,0.00005057279,0.00033369908,0.00014434822,0.0000014491908],"category_scores_gemma":[0.0004104307,0.00014257299,0.000045920537,0.0007790244,0.0005100301,0.00039125406,0.00012069608,0.00057412783,4.318479e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052230275,0.00024576168,0.9630852,0.00039697246,0.000024865109,2.292617e-7,0.032212224,0.0012068879,2.2727106e-7,0.000034551224,0.000004251712,0.0022665467],"study_design_scores_gemma":[0.00185487,0.0005246204,0.97446865,0.00014721887,0.000016371047,9.496962e-8,0.015186826,0.007654251,4.5512397e-7,0.000043177984,0.000010722149,0.00009274451],"about_ca_topic_score_codex":0.14232829,"about_ca_topic_score_gemma":0.32522565,"teacher_disagreement_score":0.18289734,"about_ca_system_score_codex":0.00022924216,"about_ca_system_score_gemma":0.0006087969,"threshold_uncertainty_score":0.863383},"labels":[],"label_agreement":null},{"id":"W4416645691","doi":"10.2196/79347","title":"The Challenge of Measuring Exercise: Advancing Metrological Barriers in Wearable Sensing","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Modalities; Wearable computer; Activity tracker; Wearable technology; Bridging (networking); mHealth; Health care; Biomedicine","score_opus":0.056761630626023164,"score_gpt":0.34658349358124574,"score_spread":0.28982186295522255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416645691","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029898153,0.99731356,0.00009585047,0.00004160478,0.000520901,0.0005271849,0.0000139830045,0.00013483969,0.0010530754],"genre_scores_gemma":[0.0023640185,0.99682873,0.00052962493,0.00001672272,0.000097736745,0.00005250482,0.00000639294,0.00004923815,0.00005502214],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973386,0.00024131434,0.0010677868,0.00036112295,0.0001752753,0.00081593206],"domain_scores_gemma":[0.9984603,0.00062371214,0.00023708574,0.00034339394,0.000030793388,0.00030473407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001138996,0.00038980492,0.0017801258,0.00024959343,0.00024546625,0.000027907603,0.00017356547,0.0002995063,0.000004288868],"category_scores_gemma":[0.0002569656,0.0002796209,0.00011525022,0.0003872979,0.00006940996,0.000068950714,0.000058939368,0.00059107615,0.0000015008064],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014440559,0.0000053195963,0.0000020413486,0.08844664,0.000013960451,0.0000066636526,0.00009058976,0.00085464277,0.000001063188,0.00017762103,0.00002935154,0.91035765],"study_design_scores_gemma":[0.00086152606,0.0001835566,0.00006558495,0.10047238,0.00048730578,0.000037690366,0.00032498996,0.0015776262,0.000015868984,0.0014223239,0.8934486,0.0011025623],"about_ca_topic_score_codex":0.000059635488,"about_ca_topic_score_gemma":0.00007744764,"teacher_disagreement_score":0.9092551,"about_ca_system_score_codex":0.00022581525,"about_ca_system_score_gemma":0.0003183567,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W4416711854","doi":"10.2196/65867","title":"Transdiagnostic Cognitive Control Training for Patients Waiting for Outpatient Psychotherapy: Randomized Clinical Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Georg-August-Universität Göttingen","keywords":"Randomized controlled trial; Cognition; Cognitive training; Anxiety; Distress; mHealth; Cognitive behavioral therapy","score_opus":0.14774358135904123,"score_gpt":0.5233620372265213,"score_spread":0.3756184558674801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416711854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8931307,0.0014254266,0.047548365,0.007709587,0.010524076,0.035535876,0.0016972519,0.000153695,0.00227502],"genre_scores_gemma":[0.9769612,0.0000907156,0.0004440006,0.008226207,0.00040848693,0.0131214745,0.00021343865,0.00004387418,0.00049059984],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9950782,0.0009281325,0.002212261,0.0006965379,0.00015839696,0.00092647993],"domain_scores_gemma":[0.9863128,0.012164011,0.00064532796,0.00018924875,0.000217765,0.00047086526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003631643,0.0002828707,0.0012115665,0.00021432484,0.00042863603,0.000045073044,0.00013017186,0.000258622,0.000033381235],"category_scores_gemma":[0.001165991,0.00025766355,0.0005145739,0.00015812495,0.00021368226,0.00009064029,0.000006564348,0.00030799748,0.000008631979],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.61303514,0.0024549502,0.00068242394,0.0009707842,0.00016123222,3.2961404e-7,0.002052842,1.1471636e-7,1.6348627e-8,0.024993585,0.0019620077,0.35368657],"study_design_scores_gemma":[0.964893,0.010939008,0.0046934322,0.0006390872,0.0003395788,7.954947e-7,0.0008383969,0.00046970454,4.2767653e-7,0.013185547,0.0037735053,0.00022752666],"about_ca_topic_score_codex":0.000041525538,"about_ca_topic_score_gemma":0.0000438646,"teacher_disagreement_score":0.35345906,"about_ca_system_score_codex":0.000070609945,"about_ca_system_score_gemma":0.0003714872,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W4416791077","doi":"10.2196/69033","title":"Smartphone-Based Approach-Avoidance Bias Modification Training for Depression: Randomized Clinical Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Socioemotional selectivity theory; Randomized controlled trial; Cognitive bias modification; Training (meteorology); mHealth; Term (time); Clinical trial","score_opus":0.36778112079127984,"score_gpt":0.547768837718086,"score_spread":0.1799877169268062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416791077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7295566,0.005225614,0.18529068,0.015868457,0.012532477,0.020281564,0.0002759298,0.0005165698,0.030452117],"genre_scores_gemma":[0.9833988,0.000040101226,0.0041532936,0.00399849,0.00040993083,0.0057374667,0.0001676365,0.000030299003,0.0020640125],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9949697,0.0013775089,0.0019602922,0.00078285736,0.00018715377,0.0007224805],"domain_scores_gemma":[0.99561137,0.0026242528,0.00068057573,0.00049966807,0.000088943045,0.00049516367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059412546,0.00024602425,0.00097403344,0.00024528432,0.0004339573,0.000057229576,0.00020878104,0.0002896075,0.000027426435],"category_scores_gemma":[0.0006581378,0.000215448,0.00035050535,0.00031300305,0.00026598817,0.00010536421,0.000030445488,0.00040787004,0.000020762644],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5943162,0.0020742367,0.00056536164,0.0019330762,0.00006045019,7.650686e-7,0.00072754605,0.000006384283,3.3084712e-7,0.048907023,0.008786451,0.34262222],"study_design_scores_gemma":[0.9564616,0.0017267024,0.011018615,0.00047009307,0.00018255875,0.000006010303,0.00069528515,0.006605448,0.000007798031,0.008795774,0.01369061,0.00033947098],"about_ca_topic_score_codex":0.00010853628,"about_ca_topic_score_gemma":0.000020243178,"teacher_disagreement_score":0.36214548,"about_ca_system_score_codex":0.00012107988,"about_ca_system_score_gemma":0.00068231596,"threshold_uncertainty_score":0.87857145},"labels":[],"label_agreement":null},{"id":"W4416791218","doi":"10.2196/68561","title":"Evaluation of a Pilot mHealth Intervention to Engage Primary Care Clients at an Urban Clinic Serving Marginalized Populations: Mixed-Methods Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia; AIDS Vancouver","funders":"","keywords":"Primary care; mHealth; Intervention (counseling); Phone; Mobile phone; Service (business); Short Message Service; Cohort study; Cohort","score_opus":0.21162505819423294,"score_gpt":0.5823933778996122,"score_spread":0.37076831970537927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416791218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95541567,0.00442224,0.0016456378,0.0011358372,0.0021753344,0.03136096,0.00017573612,0.0002543091,0.0034142607],"genre_scores_gemma":[0.9565707,0.00092343503,0.009031137,0.0047930945,0.00027515015,0.02654858,0.0009360019,0.00008571743,0.0008361783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97505325,0.016157122,0.004144362,0.0015556241,0.0013868617,0.0017027691],"domain_scores_gemma":[0.9915225,0.0010701163,0.0018768695,0.0016417266,0.001999246,0.0018895754],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.03259522,0.0005400636,0.0014439053,0.0010439856,0.003625572,0.000023483937,0.00048998516,0.0004109301,0.00033681985],"category_scores_gemma":[0.0009759527,0.00055052136,0.00013540435,0.0016035977,0.000095124036,0.0002900111,0.00044937962,0.001400177,0.00008880229],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015770546,0.002030959,0.7045951,0.016891534,0.000050347593,6.149931e-7,0.0080482615,0.000022930131,0.00002050181,0.0012556239,0.0053838408,0.26012325],"study_design_scores_gemma":[0.0072939587,0.0024629598,0.96763784,0.0010083657,0.0006265575,0.0000011992059,0.010776234,0.00085719046,0.0000028596005,0.00060912326,0.008423008,0.00030069047],"about_ca_topic_score_codex":0.004185487,"about_ca_topic_score_gemma":0.0084758,"teacher_disagreement_score":0.26304275,"about_ca_system_score_codex":0.004078233,"about_ca_system_score_gemma":0.0055623134,"threshold_uncertainty_score":0.99974495},"labels":[],"label_agreement":null},{"id":"W4416865505","doi":"10.2196/71203","title":"Mobile Apps for Oncology Health Care Professionals: Mapping and Assessment Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Mobile apps; Digital health; Health care; Quality (philosophy); Mobile technology; Mobile device; MEDLINE","score_opus":0.10838741564352578,"score_gpt":0.5732422036019936,"score_spread":0.46485478795846785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416865505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6786079,0.07092035,0.00652429,0.07583791,0.004672608,0.14081351,0.0007622663,0.0010715028,0.020789687],"genre_scores_gemma":[0.79098594,0.008825365,0.012107965,0.04768539,0.00055230135,0.13717978,0.00031424474,0.00008943246,0.0022595953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920853,0.0017666819,0.002378804,0.0012735013,0.00035524004,0.0021404785],"domain_scores_gemma":[0.9943367,0.0016652594,0.0010663592,0.0007349328,0.00047441164,0.001722337],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042369165,0.00047345628,0.0013300921,0.00058941677,0.005945681,0.000023689608,0.00026936168,0.0004848116,0.000044150012],"category_scores_gemma":[0.0001233784,0.0004296145,0.000075191645,0.00070687244,0.00014786438,0.0001341396,0.0002856995,0.0017068713,0.000015417534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005270692,0.0015559418,0.056790065,0.03570273,0.000051087776,0.0000019750642,0.037671972,0.0000011079268,0.0000029836972,0.03863246,0.07904202,0.75002056],"study_design_scores_gemma":[0.0057574497,0.0026055106,0.10272097,0.00060307246,0.000053911514,0.0000030227282,0.12269205,0.00017534988,2.6001615e-7,0.0010412305,0.7640855,0.0002617213],"about_ca_topic_score_codex":0.0009077916,"about_ca_topic_score_gemma":0.0011950823,"teacher_disagreement_score":0.7497589,"about_ca_system_score_codex":0.0016725796,"about_ca_system_score_gemma":0.016301746,"threshold_uncertainty_score":0.9998156},"labels":[],"label_agreement":null},{"id":"W4416880024","doi":"10.2196/71625","title":"Health Motivation as a Predictor of mHealth Engagement Across BMI: Cross-Sectional Survey","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Digital health; eHealth; Health data; Health behavior; Health records; Medical record; Self-determination theory","score_opus":0.14924990062060514,"score_gpt":0.5319590392624195,"score_spread":0.38270913864181433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416880024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97034144,0.003152813,0.0015396994,0.00791461,0.0021924058,0.010078675,0.0013854858,0.0003747741,0.0030200633],"genre_scores_gemma":[0.96459055,0.0068259593,0.0006132697,0.018050011,0.00050736667,0.0060180975,0.0008724498,0.00007600372,0.0024462973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9869716,0.0033331804,0.0043963813,0.0014361311,0.000903942,0.0029587382],"domain_scores_gemma":[0.99019915,0.0030282147,0.0023941912,0.00115836,0.0010422851,0.0021777803],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.012864771,0.0005864238,0.0014247576,0.0005936541,0.00530801,0.000040411272,0.0005127899,0.0007016158,0.000262008],"category_scores_gemma":[0.0014447973,0.00057682453,0.00014234288,0.0017322623,0.00040162838,0.00028351523,0.0003306228,0.0022335625,0.000119201635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008999005,0.0004402568,0.9295386,0.0139744235,0.000031605014,5.7449347e-7,0.00166064,0.000011986962,0.0000048820966,0.023224652,0.012598612,0.01761385],"study_design_scores_gemma":[0.00356903,0.00059807586,0.9408772,0.0004076218,0.000014636026,0.0000041985168,0.0006807878,0.00016091047,0.0000029528978,0.0019262441,0.051514503,0.00024383169],"about_ca_topic_score_codex":0.011566204,"about_ca_topic_score_gemma":0.0028924923,"teacher_disagreement_score":0.03891589,"about_ca_system_score_codex":0.0015596867,"about_ca_system_score_gemma":0.014557804,"threshold_uncertainty_score":0.9996683},"labels":[],"label_agreement":null},{"id":"W4416891243","doi":"10.2196/75005","title":"Evidence of Efficacy of the My Personal Health Guide Mobile Phone App on Antiretroviral Therapy Adherence Among Young African American Men Who Have Sex With Men at 1 Month: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; mHealth; Men who have sex with men; African american; Mobile phone; Antiretroviral therapy; Human immunodeficiency virus (HIV); eHealth; Phone","score_opus":0.03453543970711552,"score_gpt":0.39667287047951416,"score_spread":0.3621374307723986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416891243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636478,0.004578228,0.00009918552,0.0035794957,0.000039963074,0.01379144,0.000044827968,0.000035206747,0.014183858],"genre_scores_gemma":[0.9655383,0.005658145,0.00006252301,0.00049075834,0.00009649243,0.0014171121,0.0000129617665,0.000022963648,0.026700718],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9947021,0.0016855663,0.0014437536,0.0005255211,0.00091010943,0.0007329777],"domain_scores_gemma":[0.9958924,0.0014719809,0.0012181875,0.0005418767,0.00023711968,0.0006384219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031687322,0.0003124374,0.0026118872,0.00030643636,0.00039413164,0.000020881744,0.0002568722,0.00007689569,0.00007804177],"category_scores_gemma":[0.0007559859,0.0001738057,0.00043344486,0.00062473107,0.0012491973,0.00008135793,0.000075839,0.0005001113,0.0000015390555],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.925848,0.00087667315,0.01809398,0.0011291682,0.00027516318,0.0000024101712,0.0053325896,0.0000036673769,0.00009593071,0.000060896364,0.025848944,0.022432592],"study_design_scores_gemma":[0.8992036,0.045842,0.038539898,0.0025729656,0.00017973388,0.0000064389565,0.005181304,0.007849502,0.00016658036,0.000011054177,0.00027300214,0.00017392728],"about_ca_topic_score_codex":0.015795523,"about_ca_topic_score_gemma":0.00077547156,"teacher_disagreement_score":0.044965327,"about_ca_system_score_codex":0.00040377286,"about_ca_system_score_gemma":0.0025112934,"threshold_uncertainty_score":0.99075836},"labels":[],"label_agreement":null},{"id":"W4417022771","doi":"10.2196/76862","title":"Quality and Multifunctionality in Mobile Apps for Gestational Diabetes: Systematic App Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Mobile apps; mHealth; Smartphone app; Quality (philosophy); Mobile device; Digital health","score_opus":0.11895669321494065,"score_gpt":0.5202641558629483,"score_spread":0.40130746264800765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417022771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43348286,0.37394246,0.003692072,0.0649301,0.0019167289,0.116333276,0.0011485453,0.0006196801,0.0039342768],"genre_scores_gemma":[0.39045972,0.14448655,0.0035900418,0.12832873,0.0003771091,0.32967135,0.00077844976,0.0000831123,0.0022249173],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99365175,0.0013868667,0.0027127385,0.00077663595,0.00029370378,0.0011782807],"domain_scores_gemma":[0.9933928,0.004117651,0.0008316023,0.00051725213,0.00035089708,0.0007897531],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0071416004,0.00030324628,0.0012226348,0.0002881639,0.0013811885,0.000011599182,0.00014900698,0.00030262192,0.00004722854],"category_scores_gemma":[0.0009247161,0.0002726682,0.000070509544,0.000623025,0.00012080268,0.00012587536,0.000077007026,0.0007516526,0.00002446232],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000133025,0.00020711393,0.06683977,0.85077816,0.000012966783,1.7498925e-7,0.00035939558,0.0000016179644,0.0000024708029,0.049156107,0.013326841,0.019182378],"study_design_scores_gemma":[0.0061277645,0.00030896827,0.7504194,0.052198824,0.00017225223,0.0000023356788,0.0016847849,0.0011197212,6.2508013e-7,0.015010378,0.1724327,0.0005222653],"about_ca_topic_score_codex":0.0003146269,"about_ca_topic_score_gemma":0.00050589285,"teacher_disagreement_score":0.79857934,"about_ca_system_score_codex":0.00046463427,"about_ca_system_score_gemma":0.0024525041,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W4417231359","doi":"10.2196/63896","title":"Unraveling the Factors Associated With Digital Health Intervention Uptake: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; mHealth; Intervention (counseling); Socioeconomic status; Health intervention; eHealth; Health promotion; Health education","score_opus":0.1095854596439961,"score_gpt":0.4926003616477225,"score_spread":0.38301490200372634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417231359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783187,0.001163828,0.0009349094,0.005748444,0.0010231166,0.010193795,0.00022898786,0.00036518602,0.002023042],"genre_scores_gemma":[0.9865023,0.00030802438,0.000030498553,0.005444334,0.00022108316,0.0049738493,0.00035259966,0.000052104475,0.0021152266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99310225,0.0011280723,0.0024023228,0.00093935354,0.00062475714,0.0018032662],"domain_scores_gemma":[0.99494034,0.0015323557,0.0012959943,0.0007174796,0.00046139205,0.0010524507],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0042744773,0.00044482926,0.00072956417,0.0003652779,0.0066896146,0.0001297755,0.00037771682,0.00032452482,0.0000962573],"category_scores_gemma":[0.00048678266,0.00030069155,0.00010597956,0.0012004398,0.00023232703,0.00029380718,0.00016729123,0.0019516153,0.000039005146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026220668,0.000695897,0.97475916,0.0014090543,0.000050201674,6.739452e-7,0.0019026921,0.000006358407,1.9861515e-7,0.0048694117,0.0025886677,0.013455471],"study_design_scores_gemma":[0.0034476356,0.0007799609,0.96985835,0.00035006148,0.000032525553,0.0000015292449,0.0064388346,0.0001218931,1.5093036e-7,0.00071145064,0.018072974,0.00018461609],"about_ca_topic_score_codex":0.0019282124,"about_ca_topic_score_gemma":0.0027632366,"teacher_disagreement_score":0.015484306,"about_ca_system_score_codex":0.0011235661,"about_ca_system_score_gemma":0.004269243,"threshold_uncertainty_score":0.9999445},"labels":[],"label_agreement":null},{"id":"W4417283365","doi":"10.2196/65997","title":"Evaluating the Quality and Features of Visual Acuity Apps Using the Mobile App Rating Scale: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile apps; App store; Smartphone app; Reliability (semiconductor); mHealth; Relevance (law); Quality (philosophy); Mobile phone","score_opus":0.28485693578053545,"score_gpt":0.6371135514714436,"score_spread":0.3522566156909081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417283365","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020182769,0.9435655,0.00008698969,0.0012576327,0.00044752698,0.05373757,0.00026172362,0.00010843427,0.00033282003],"genre_scores_gemma":[0.000095047886,0.94631606,0.00036334596,0.00727255,0.00043475832,0.04493708,0.00012980506,0.00007427995,0.00037707642],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9760512,0.0136108035,0.0065713064,0.0011411412,0.0009618287,0.0016637354],"domain_scores_gemma":[0.9776967,0.011966109,0.0071123703,0.0017460714,0.0005699818,0.00090876647],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023914086,0.0008692889,0.005735453,0.0002526046,0.0054048905,0.000038035992,0.0007438152,0.0007836253,0.000030972744],"category_scores_gemma":[0.0023509997,0.00046134705,0.0003802942,0.0014638946,0.00040036926,0.000103144455,0.0005185312,0.0035157658,0.000011103701],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016659638,0.000052658273,0.000022133821,0.74946976,0.00003090178,1.6721692e-7,0.00044330154,2.6033632e-7,7.6089904e-8,0.0009193717,0.0009668435,0.24807785],"study_design_scores_gemma":[0.00063569774,0.00034054872,0.0002647748,0.89645374,0.004405549,0.0000448333,0.0017936128,0.00014239145,4.157404e-8,0.00017176589,0.095255524,0.0004915548],"about_ca_topic_score_codex":0.0010683675,"about_ca_topic_score_gemma":0.00024553025,"teacher_disagreement_score":0.24758631,"about_ca_system_score_codex":0.00053592084,"about_ca_system_score_gemma":0.010485996,"threshold_uncertainty_score":0.9997838},"labels":[],"label_agreement":null},{"id":"W4417297457","doi":"10.2196/73512","title":"Effectiveness of Internet-Based Cognitive Behavioral Therapy for Depressive Symptoms During Pregnancy by Using Real-World Data: Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Retrospective cohort study; Depressive symptoms; Pregnancy; Depression (economics); Cognitive behavioral therapy; mHealth; Cohort study; Cognition","score_opus":0.057434512039852156,"score_gpt":0.4338909620795153,"score_spread":0.3764564500396631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417297457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869561,0.0026485594,0.00019588442,0.000060349066,0.00031748856,0.009149123,0.0005209931,0.00006348626,0.0000879847],"genre_scores_gemma":[0.9978915,0.00056093564,0.00006680184,0.000110901834,0.000045476296,0.0008364557,0.00026472085,0.00003842075,0.00018479454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725765,0.00038640996,0.0006743741,0.0008146146,0.0002936455,0.0005733239],"domain_scores_gemma":[0.99819607,0.00034314246,0.00045227242,0.00048984244,0.0002140043,0.0003046981],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006193643,0.00030377673,0.00094323495,0.0002632647,0.00026023528,0.000019426578,0.0001629486,0.00009182026,0.000006774879],"category_scores_gemma":[0.00003378702,0.0002709038,0.00006135458,0.0003261974,0.00015043386,0.00013466357,0.000098790864,0.00032294405,4.438991e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009342543,0.0019344796,0.9623101,0.023968006,0.00012778396,0.000015303796,0.0003109863,4.5907038e-7,0.0001049996,0.000046619196,0.000013006386,0.001825751],"study_design_scores_gemma":[0.009406459,0.0036608046,0.96192193,0.019327765,0.0003339148,0.0000068129852,0.00010542249,0.00021827222,0.00482109,0.000024674178,0.0000042599995,0.00016856634],"about_ca_topic_score_codex":0.0039782817,"about_ca_topic_score_gemma":0.00020741575,"teacher_disagreement_score":0.0109353615,"about_ca_system_score_codex":0.00039667508,"about_ca_system_score_gemma":0.0005078198,"threshold_uncertainty_score":0.9999743},"labels":[],"label_agreement":null},{"id":"W4417335533","doi":"10.2196/71412","title":"Reluctance to Use a Psycho-Oncology Mobile App Among Patients With Primary Breast Cancer: Retrospective Cross-Sectional Survey","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; mHealth; Mobile apps; Coping (psychology); Telemedicine; Disease; Mobile technology; Retrospective cohort study; Telehealth","score_opus":0.02434426732024868,"score_gpt":0.3755592081572248,"score_spread":0.35121494083697613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417335533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418706,0.00044168162,0.00006328539,0.0006746397,0.00097413815,0.0017816855,0.00095006067,0.00009457061,0.0008328825],"genre_scores_gemma":[0.99128914,0.00047464535,0.00009234801,0.005948363,0.00018800721,0.00071174843,0.00020428705,0.000030578183,0.0010608921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976885,0.00015005766,0.00045112302,0.0007277485,0.00038676139,0.00059583207],"domain_scores_gemma":[0.9980548,0.00012564227,0.00019346802,0.00036068552,0.00061290164,0.0006524917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046039742,0.00024144149,0.00055978046,0.00020907872,0.00030810805,0.000047721936,0.00009259765,0.0001974776,0.000062456995],"category_scores_gemma":[0.00003256419,0.00020384425,0.000048115475,0.0008071144,0.00017235687,0.00016233911,0.00004797639,0.0004971264,0.0000049178598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0062062354,0.00030053247,0.9841886,0.0007095952,0.000036956255,0.0000036478382,0.0007023183,0.0000036196366,0.0000019118054,0.00006660343,0.002250719,0.005529245],"study_design_scores_gemma":[0.0028599743,0.0011686514,0.9913872,0.00016691742,0.000027496997,0.000010367587,0.00007736704,0.000005827255,0.0000011406756,0.000020214822,0.004110517,0.00016433715],"about_ca_topic_score_codex":0.0105142705,"about_ca_topic_score_gemma":0.019693943,"teacher_disagreement_score":0.009179672,"about_ca_system_score_codex":0.0015932495,"about_ca_system_score_gemma":0.0017190574,"threshold_uncertainty_score":0.9981941},"labels":[],"label_agreement":null},{"id":"W4417342965","doi":"10.2196/70051","title":"Tailoring mHealth for Healthy Aging: Focus Group Study With Retirement-Age Adults","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Onboarding; Usability; Focus group; Psychological intervention; Digital health; Population; Social support; eHealth","score_opus":0.0476469212180677,"score_gpt":0.38884744777077046,"score_spread":0.3412005265527028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417342965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9441916,0.0017268644,0.0008414451,0.041806,0.0006937593,0.0078536,0.00002971388,0.0008303609,0.0020266508],"genre_scores_gemma":[0.9922563,0.001060136,0.0018297257,0.0028653203,0.00030047694,0.0011668132,0.000016654389,0.000044868655,0.00045972565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952426,0.00046736546,0.0008216962,0.0010949568,0.00056575343,0.001807618],"domain_scores_gemma":[0.9976269,0.00035576816,0.00041370332,0.0005954275,0.00019583158,0.0008123456],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002495376,0.00037501202,0.00068831124,0.0005116969,0.002746043,0.00010224731,0.00048546866,0.0002747027,0.000010326253],"category_scores_gemma":[0.00016413008,0.0003475501,0.00006147982,0.0011296752,0.00041276214,0.0002642426,0.00011056674,0.00063107145,0.0000054062966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006290126,0.0035416512,0.39699838,0.008618157,0.00017091783,0.00007016119,0.097276144,0.0000023206328,0.000006088504,0.14442909,0.013672738,0.32892424],"study_design_scores_gemma":[0.03175151,0.021915937,0.5616628,0.001964111,0.00044799026,0.000010805707,0.16072454,0.00016993874,0.00002225355,0.011309867,0.20822957,0.0017907048],"about_ca_topic_score_codex":0.010862975,"about_ca_topic_score_gemma":0.07758844,"teacher_disagreement_score":0.32713354,"about_ca_system_score_codex":0.0006896067,"about_ca_system_score_gemma":0.0017511596,"threshold_uncertainty_score":0.99989766},"labels":[],"label_agreement":null},{"id":"W4417408304","doi":"10.2196/84447","title":"Acceptability of Telehealth as the Default Modality for Multiple Sclerosis Care in Switzerland: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telehealth; Telemedicine; The Internet; Modality (human–computer interaction); Health care; mHealth; eHealth; Digital health","score_opus":0.12465370735303066,"score_gpt":0.4615694682036341,"score_spread":0.33691576085060343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417408304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98764515,0.001628416,0.000037673988,0.003067932,0.0001828315,0.0068632625,0.00017815229,0.000043070286,0.00035352865],"genre_scores_gemma":[0.9967451,0.00078119675,0.00023855,0.00075134996,0.0001080251,0.0012581097,0.000035839046,0.00001738452,0.000064462285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996549,0.00037244975,0.0010911211,0.0006653458,0.00056254695,0.00075952965],"domain_scores_gemma":[0.9971177,0.0011638708,0.00023312334,0.0005912156,0.0005530667,0.00034101747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025678952,0.00023932461,0.00072469347,0.00025089996,0.0006673776,0.000034707886,0.0001991252,0.0001471803,0.000028310153],"category_scores_gemma":[0.0014116552,0.00016586545,0.0001275969,0.00059654546,0.00032389673,0.000082721286,0.00016126415,0.00054519036,0.0000017127179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030288878,0.0008885085,0.9573786,0.0048132497,0.000039365736,4.6224375e-7,0.003964024,0.0000127752755,0.00002969967,0.00007992563,0.00013167317,0.029632816],"study_design_scores_gemma":[0.007433887,0.0014272324,0.9845308,0.00007627579,0.0000305643,0.0000012920586,0.0054146326,0.00037378477,0.000046239093,0.00015841202,0.00041151335,0.00009538627],"about_ca_topic_score_codex":0.011037534,"about_ca_topic_score_gemma":0.009133572,"teacher_disagreement_score":0.02953743,"about_ca_system_score_codex":0.0005611572,"about_ca_system_score_gemma":0.0016291401,"threshold_uncertainty_score":0.99554807},"labels":[],"label_agreement":null},{"id":"W4417408633","doi":"10.2196/68919","title":"Exploring the Fit Between the Outputs of Freely Available Medication Adherence Apps and Users’ Needs: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medication adherence; mHealth; Smartphone app; Mobile apps; eHealth; Data collection; Drug adherence; Qualitative research","score_opus":0.308389577076354,"score_gpt":0.5183573816450197,"score_spread":0.20996780456866565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417408633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94923437,0.0063938047,0.0020770214,0.026675276,0.0012633506,0.011940542,0.00006840934,0.00015278698,0.0021944207],"genre_scores_gemma":[0.9683641,0.009012971,0.0012030512,0.004590807,0.00036237316,0.015414774,0.00002286734,0.000032658907,0.0009963836],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99298805,0.0029993085,0.0018509357,0.00060572143,0.00041541175,0.001140589],"domain_scores_gemma":[0.99220824,0.004721332,0.0009435996,0.0011141564,0.0002697169,0.0007429301],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0077662454,0.00031229685,0.0007481871,0.0003286421,0.0034138914,0.000020996686,0.00052035734,0.00020377741,0.000046810423],"category_scores_gemma":[0.000524821,0.00019668406,0.000050948696,0.0012809929,0.00031335573,0.00018861808,0.0003033243,0.0014334279,0.00004047213],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023712052,0.0003341816,0.31342825,0.0076888124,0.00007368973,4.1589888e-7,0.023128735,0.0000013099386,0.000018069075,0.018857025,0.04051188,0.5957205],"study_design_scores_gemma":[0.0014976539,0.00040507186,0.8131424,0.0003480398,0.0001621201,0.0000010229916,0.025065769,0.00010529163,0.000010559838,0.0010851666,0.15802833,0.00014853971],"about_ca_topic_score_codex":0.003918061,"about_ca_topic_score_gemma":0.0007962295,"teacher_disagreement_score":0.59557194,"about_ca_system_score_codex":0.00017444746,"about_ca_system_score_gemma":0.0022719475,"threshold_uncertainty_score":0.9978835},"labels":[],"label_agreement":null},{"id":"W4417440817","doi":"10.2196/69795","title":"Effectiveness of mHealth Interventions to Improve Follow-Up and Management Among Solid Organ Transplant Recipients: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; eHealth; MEDLINE; Telehealth; Telemedicine","score_opus":0.11793689191915238,"score_gpt":0.5074118916713459,"score_spread":0.3894749997521936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417440817","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006511337,0.9345121,0.0007983806,0.000870354,0.0003965807,0.060957555,0.002077413,0.0001201544,0.00020234653],"genre_scores_gemma":[0.0004598142,0.91239864,0.0003216062,0.0022462313,0.000045887387,0.082324274,0.00054530485,0.0000968001,0.0015614654],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9822192,0.006729184,0.006625462,0.0020142067,0.0005926072,0.001819346],"domain_scores_gemma":[0.9882296,0.0031633207,0.003728361,0.0017792135,0.00044126523,0.0026582542],"candidate_categories":["metaepi_narrow","metaepi_broad","sts"],"consensus_categories":[],"category_scores_codex":[0.009950501,0.001199918,0.015007884,0.0019144061,0.0015808007,0.000031436157,0.00055054284,0.00077725045,0.00009265677],"category_scores_gemma":[0.00032986046,0.00090569555,0.0015718887,0.0031159276,0.00018352734,0.00014573977,0.00040464094,0.001602453,0.000025744479],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058693513,0.00015339859,0.00008763412,0.9728445,0.009982979,0.0000023992918,0.00027100244,1.112984e-7,1.3372671e-8,0.002236272,0.00046460968,0.013898416],"study_design_scores_gemma":[0.0009488207,0.0003765399,0.0012562047,0.38978443,0.59282756,0.000007624297,0.00013585537,0.0000027799845,3.894598e-8,0.00008817108,0.0140486285,0.0005233199],"about_ca_topic_score_codex":0.00082040037,"about_ca_topic_score_gemma":0.00089928077,"teacher_disagreement_score":0.58306,"about_ca_system_score_codex":0.00061762624,"about_ca_system_score_gemma":0.0019618387,"threshold_uncertainty_score":0.999719},"labels":[],"label_agreement":null},{"id":"W4417443625","doi":"10.2196/69996","title":"Exploiting Unsupervised Free-Living Data for Cardiorespiratory Fitness Estimation: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cardiorespiratory fitness; Measure (data warehouse); Resource (disambiguation); Selection (genetic algorithm); mHealth","score_opus":0.2403559658307647,"score_gpt":0.4614307921210607,"score_spread":0.22107482629029598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417443625","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016952866,0.9879491,0.0010183974,0.0003457971,0.000069507965,0.009234606,0.0012695692,0.00006932478,0.00004205235],"genre_scores_gemma":[0.000021593227,0.9915555,0.0008808165,0.001981803,0.00014104808,0.0034797452,0.001768267,0.000053680345,0.000117560754],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99496126,0.000997897,0.0019002139,0.001219576,0.00035314,0.00056792726],"domain_scores_gemma":[0.99391806,0.0014171769,0.0007503006,0.0032102808,0.00019223308,0.00051196734],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0037895134,0.00063801906,0.018118668,0.0005061971,0.0003224709,0.00004428885,0.00042563563,0.00031328475,0.000022965496],"category_scores_gemma":[0.001311111,0.00044292372,0.0025906276,0.0009587398,0.00007490582,0.00012297467,0.00043205763,0.00043613676,0.0000031522777],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009469372,0.00002251233,2.991216e-7,0.93895274,0.043095738,0.0000039203437,0.00003833629,6.0976845e-7,2.2487932e-9,0.000033695967,0.0010591857,0.016783463],"study_design_scores_gemma":[0.0002544641,0.000060812617,0.000009421359,0.104528435,0.8824719,0.000073427516,0.000029413528,0.0001150827,6.4343157e-9,0.0000135716045,0.012170957,0.00027249582],"about_ca_topic_score_codex":0.000078698096,"about_ca_topic_score_gemma":0.000017533817,"teacher_disagreement_score":0.83937615,"about_ca_system_score_codex":0.0001215971,"about_ca_system_score_gemma":0.0012791975,"threshold_uncertainty_score":0.99980223},"labels":[],"label_agreement":null},{"id":"W4417444961","doi":"10.2196/76521","title":"Effectiveness of a Hybrid Community-Based Heart-Healthy Lifestyle Intervention: Three-Arm Randomized Controlled Trial Integrating mHealth and Motivational Interviewing","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Motivational interviewing; Randomized controlled trial; eHealth; Health behavior; Self-efficacy; Behavior change; Physical activity","score_opus":0.0666008861407574,"score_gpt":0.45666607318600255,"score_spread":0.3900651870452452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417444961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92641735,0.0060512717,0.015470004,0.010031944,0.0018024964,0.038297493,0.000119060176,0.00028139408,0.0015289937],"genre_scores_gemma":[0.9549433,0.0013304402,0.0015727641,0.009538098,0.0003002256,0.031872958,0.00027343875,0.00006529208,0.00010345779],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9733293,0.018477457,0.005115481,0.00089722604,0.00057582214,0.0016047324],"domain_scores_gemma":[0.971744,0.022788174,0.0024828399,0.0009037836,0.0008074773,0.0012737147],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.031665996,0.0006758635,0.00425576,0.000996856,0.0038197571,0.000039299768,0.00039902295,0.0004169117,0.00009172948],"category_scores_gemma":[0.0028311808,0.000564984,0.00047761304,0.00091344654,0.00061061204,0.00022478687,0.00026350326,0.0032475928,0.000011952285],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.83561826,0.0018123384,0.015758218,0.07774327,0.00013756672,0.0000012409803,0.0008812691,0.000011265608,0.000013668641,0.055504113,0.0011618889,0.011356898],"study_design_scores_gemma":[0.95010257,0.0022240868,0.022618704,0.0067328317,0.0003709911,0.000007765351,0.0010648323,0.003867745,0.000009897271,0.009614644,0.0030088825,0.00037705945],"about_ca_topic_score_codex":0.004363761,"about_ca_topic_score_gemma":0.0007348261,"teacher_disagreement_score":0.1144843,"about_ca_system_score_codex":0.00064956554,"about_ca_system_score_gemma":0.005579487,"threshold_uncertainty_score":0.99968016},"labels":[],"label_agreement":null},{"id":"W4417458201","doi":"10.2196/71073","title":"Feasibility and Preliminary Effectiveness of a Mobile App–Based Personalized Exercise Program in Older Patients With Chronic Knee Osteoarthritis: Pilot Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Osteoarthritis; Psychological intervention; mHealth; WOMAC; Quality of life (healthcare); Clinical trial; Patient satisfaction","score_opus":0.013613603003909217,"score_gpt":0.32424928250975504,"score_spread":0.3106356795058458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417458201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92276096,0.014893316,0.000018127197,0.00005758641,0.00014401559,0.061931398,0.000022582712,0.00007521851,0.00009679256],"genre_scores_gemma":[0.9790437,0.00042149157,0.00031476654,0.00007842336,0.000028381863,0.01990695,0.00010780357,0.000023735789,0.00007470882],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970195,0.00082310365,0.0008084381,0.0005591155,0.00030234066,0.00048750092],"domain_scores_gemma":[0.99824,0.00072542066,0.00029940385,0.00027007444,0.00015447612,0.00031064134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014915545,0.00032722147,0.0025349897,0.00028779122,0.000118674325,0.000017429613,0.00004112697,0.0001427121,0.0000155325],"category_scores_gemma":[0.00009815489,0.00023058578,0.00015076608,0.00028947057,0.00030373398,0.00007662707,0.000026322787,0.00023573902,5.264918e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90416056,0.0040565548,0.015833914,0.0067403084,0.000039102782,0.000009142902,0.00021153878,6.064481e-7,0.000011073885,0.00009848747,0.0000028620962,0.06883586],"study_design_scores_gemma":[0.88432306,0.062215175,0.04889878,0.0036153935,0.0005384499,0.0000021643984,0.000067003835,0.000080488244,0.000034679815,0.00007753394,0.000010413674,0.00013686308],"about_ca_topic_score_codex":0.000084700376,"about_ca_topic_score_gemma":0.000059540533,"teacher_disagreement_score":0.068698995,"about_ca_system_score_codex":0.00022498467,"about_ca_system_score_gemma":0.0011638993,"threshold_uncertainty_score":0.9403015},"labels":[],"label_agreement":null},{"id":"W4417474714","doi":"10.2196/69244","title":"Identifying Time-Variant Predictors of Interest in Completing Brief Digital Mental Health Interventions Among Adult Survivors of Cancer: Ecological Momentary Assessment Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Distress; Mental health; mHealth; Psychological distress; Survivorship curve; Cancer; Intervention (counseling)","score_opus":0.0710240432429136,"score_gpt":0.41987432202548186,"score_spread":0.34885027878256825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417474714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932062,0.0010768595,0.00005419271,0.0023958213,0.00059859344,0.0019278447,0.00038084364,0.00003753619,0.00032208476],"genre_scores_gemma":[0.9983531,0.000611875,0.00004752327,0.0004699556,0.000051052044,0.00014065074,0.00019283209,0.000016278153,0.00011670868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970885,0.0002851905,0.0014355882,0.0004489627,0.00026182982,0.00047995232],"domain_scores_gemma":[0.99861306,0.00012788521,0.00055063824,0.00025099513,0.00012187451,0.0003355747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009059314,0.00021860441,0.0009464705,0.00042061284,0.00015291346,0.000025945077,0.00013372973,0.00008277065,0.00007952062],"category_scores_gemma":[0.0000368566,0.00020092851,0.00014757963,0.00054629036,0.00015942127,0.00012987062,0.00017968132,0.00042726565,5.8507493e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031081119,0.0020814873,0.97992283,0.005743357,0.00010942934,0.000009096865,0.0040613436,0.0000026122884,0.000011635195,0.00025509606,0.000577929,0.006914366],"study_design_scores_gemma":[0.0026859576,0.0018603395,0.9783268,0.0026313576,0.00007218029,0.0000043369487,0.013914426,0.0002584563,0.0000055625496,0.00003845253,0.000097560485,0.00010455822],"about_ca_topic_score_codex":0.03586346,"about_ca_topic_score_gemma":0.08727371,"teacher_disagreement_score":0.051410254,"about_ca_system_score_codex":0.0006727201,"about_ca_system_score_gemma":0.0007810283,"threshold_uncertainty_score":0.9705568},"labels":[],"label_agreement":null},{"id":"W4417524241","doi":"10.2196/75445","title":"Improvement in Quality of Life After Early Interactive Human Coaching via a Mobile App in Postgastrectomy Patients With Gastric Cancer: Prospective Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cancer survivorship and care","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Quality of life (healthcare); Coaching; Health coaching; Mobile apps; mHealth; Health related quality of life; Telemedicine","score_opus":0.011796152558093643,"score_gpt":0.3567516394827232,"score_spread":0.3449554869246296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417524241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832498,0.00083581626,0.00005093072,0.0002133431,0.00024621285,0.015052606,0.00003809552,0.00002004878,0.0002931853],"genre_scores_gemma":[0.99049914,0.00010414451,0.000021576141,0.000621279,0.00006571325,0.008603971,0.00002025498,0.000015087439,0.00004884309],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.996957,0.0006041301,0.0012651192,0.00042701562,0.00032432267,0.00042243645],"domain_scores_gemma":[0.99841154,0.00038447115,0.0005737975,0.00019360929,0.00019875483,0.00023782373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013638564,0.00023960877,0.0020812,0.0004609262,0.000059523532,0.000014178678,0.000055903234,0.00009289721,0.000020549327],"category_scores_gemma":[0.000115230665,0.0001715993,0.00013067505,0.00047509372,0.00009347749,0.00008983881,0.00003503312,0.0004916773,2.211481e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6183027,0.0006819226,0.37322423,0.00079893647,0.00006765935,0.0000012237299,0.0035780154,0.0000012462605,0.000006059095,0.00002296994,0.0000030524182,0.003311969],"study_design_scores_gemma":[0.5897382,0.0019970112,0.40703982,0.00038280847,0.00007532962,1.15401e-7,0.00061569654,0.000024932098,0.0000046221703,0.000041148636,0.0000036825666,0.00007665094],"about_ca_topic_score_codex":0.034169517,"about_ca_topic_score_gemma":0.017616859,"teacher_disagreement_score":0.03381559,"about_ca_system_score_codex":0.0006178106,"about_ca_system_score_gemma":0.0009844116,"threshold_uncertainty_score":0.9830621},"labels":[],"label_agreement":null},{"id":"W4417530555","doi":"10.2196/70840","title":"Distinguishing Common Digital Phenotyping and Self-Report Parameters for Monitoring and Predicting Depression: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Comparability; mHealth; Digital health; Intervention (counseling); Scalability; Systematic review","score_opus":0.07437054690338143,"score_gpt":0.4742587391763296,"score_spread":0.39988819227294814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417530555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8916421,0.09569658,0.00062466075,0.0024054642,0.0018368986,0.0035875607,0.000059326412,0.00027511135,0.003872313],"genre_scores_gemma":[0.9950807,0.0017080439,0.0015692039,0.0007667533,0.0001253361,0.000547731,0.000030341844,0.000027881826,0.00014398199],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976241,0.00008642834,0.00094996544,0.00059463165,0.00012983257,0.00061504677],"domain_scores_gemma":[0.99825466,0.0006056848,0.0004108002,0.00025887467,0.000053504733,0.00041646275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008274177,0.00021821643,0.0004877605,0.00011407735,0.0006447,0.00016705974,0.000090105226,0.000099443045,0.0000021145893],"category_scores_gemma":[0.00027540053,0.00021726842,0.000050379473,0.00017278863,0.000072102695,0.0003052698,0.00014198228,0.00026824177,0.0000011354412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012011768,0.00028396957,0.43640697,0.103273235,0.000061619765,0.000023548191,0.001030524,4.0660166e-7,5.8776646e-7,0.0014326248,0.0005661527,0.45680025],"study_design_scores_gemma":[0.0053891772,0.0013660031,0.5372485,0.4401087,0.0005979904,0.0010382473,0.002500944,0.00074985554,0.000031824035,0.0058147116,0.003959178,0.0011948763],"about_ca_topic_score_codex":0.00017227943,"about_ca_topic_score_gemma":0.000024684286,"teacher_disagreement_score":0.45560536,"about_ca_system_score_codex":0.00010540211,"about_ca_system_score_gemma":0.00013134163,"threshold_uncertainty_score":0.88599485},"labels":[],"label_agreement":null},{"id":"W7103979776","doi":"10.2196/78307","title":"Digital Physiotherapeutic Ankle-Specific Training System for Patients With Chronic Ankle Instability Following Modified Brostrom Surgery: Noninferiority Randomized Controlled Trial at a Tertiary Grade A Trauma Center in China","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Training system; Rehabilitation; Ankle; Telemedicine","score_opus":0.03162830768039396,"score_gpt":0.3151003861864929,"score_spread":0.2834720785060989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103979776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821604,0.0014140656,0.00008879158,0.00071279815,0.00090284116,0.014280055,0.00009094237,0.0001253844,0.0002247094],"genre_scores_gemma":[0.99708027,0.00011064426,0.000042952604,0.0002724681,0.00024534905,0.0018800338,0.0002329134,0.000046421315,0.00008897915],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9958964,0.00043933248,0.0015346186,0.00073443935,0.0003988261,0.0009964064],"domain_scores_gemma":[0.9973828,0.0013326309,0.0004493024,0.00036414544,0.00007264633,0.0003984561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017699925,0.00046218451,0.0034405708,0.00040065526,0.00035406367,0.00008207732,0.00008146848,0.00019866976,0.000006094571],"category_scores_gemma":[0.00013158013,0.0003293067,0.0007124313,0.0003973416,0.00016128611,0.00022922279,0.000034577562,0.0003703062,8.4647553e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8356296,0.0012291159,0.14123133,0.0032020402,0.00019607724,0.000009074852,0.0007880036,0.0000020719167,0.000011124031,0.000061366954,0.000055060133,0.01758516],"study_design_scores_gemma":[0.7808431,0.0007139354,0.21559608,0.0011842462,0.00015163542,0.000003910964,0.00011691682,0.00082762627,0.000003925076,0.000025152221,0.00030068384,0.00023282213],"about_ca_topic_score_codex":0.00007600479,"about_ca_topic_score_gemma":0.00008307313,"teacher_disagreement_score":0.07436475,"about_ca_system_score_codex":0.0009004083,"about_ca_system_score_gemma":0.0011435825,"threshold_uncertainty_score":0.9999159},"labels":[],"label_agreement":null},{"id":"W7105747549","doi":"10.2196/68737","title":"The Landscape of Mobile Apps for Healthy Eating: Case Study for a Systematic Review and Quality Assessment","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Certification; mHealth; Mobile apps; Quality (philosophy); Set (abstract data type); Quality assessment; Mobile device; Digital health","score_opus":0.1328174231850777,"score_gpt":0.5614532925055382,"score_spread":0.4286358693204605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105747549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42724138,0.19649273,0.004651667,0.028091121,0.0010356283,0.340108,0.0009682205,0.0003156857,0.0010955656],"genre_scores_gemma":[0.6324937,0.0339279,0.0015590475,0.015714517,0.00014111763,0.31528538,0.000067661895,0.000052325056,0.0007583798],"study_design_codex":"systematic_review","study_design_gemma":"qualitative","domain_scores_codex":[0.9923083,0.001823519,0.0036369197,0.0007149377,0.00026749005,0.0012487997],"domain_scores_gemma":[0.9874562,0.008272226,0.0018908958,0.0009481328,0.00062014064,0.0008124066],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012099473,0.00033809934,0.0017936269,0.00017267665,0.004719267,0.000020199986,0.00023261768,0.00021379851,0.0000066289367],"category_scores_gemma":[0.00080405007,0.00023318166,0.00010728261,0.00050899346,0.00011506613,0.00006820109,0.00011208936,0.00061670743,0.0000014879566],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027016134,0.0003959611,0.0148446765,0.9468815,0.000045911496,8.4559707e-7,0.0013330731,3.5582124e-7,4.553225e-7,0.023863884,0.006432147,0.0059310324],"study_design_scores_gemma":[0.059238885,0.032311954,0.10746231,0.240291,0.008725091,0.0002992452,0.3762221,0.0049988055,0.0000017305363,0.012002409,0.15565902,0.0027874284],"about_ca_topic_score_codex":0.0010610991,"about_ca_topic_score_gemma":0.0018639563,"teacher_disagreement_score":0.7065905,"about_ca_system_score_codex":0.00024483964,"about_ca_system_score_gemma":0.0036145838,"threshold_uncertainty_score":0.9965764},"labels":[],"label_agreement":null},{"id":"W7105837562","doi":"10.2196/76084","title":"Advancements in Wearable Sensor Technologies for Health Monitoring in Terms of Clinical Applications, Rehabilitation, and Disease Risk Assessment: Systematic Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; mHealth; Wearable technology; Scalability; Focus (optics); Disease; Rehabilitation","score_opus":0.05494547998276667,"score_gpt":0.4693594770365782,"score_spread":0.41441399705381154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105837562","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14014585,0.2695606,0.41151175,0.11611903,0.0010720758,0.060391307,0.00026410157,0.0007134777,0.00022181995],"genre_scores_gemma":[0.92762727,0.04827835,0.018971257,0.0006673642,0.000016447884,0.004402402,0.0000046049704,0.000008109548,0.000024199462],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9966965,0.0006354854,0.0016660884,0.00052306865,0.00017261133,0.0003062779],"domain_scores_gemma":[0.9968273,0.0015408121,0.00084097596,0.0005211425,0.000093418916,0.00017634263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004062085,0.00013368124,0.0008930698,0.00031216745,0.00013424392,0.00003025718,0.0002151222,0.00006313671,1.5786205e-7],"category_scores_gemma":[0.0011797856,0.00012284511,0.000045073073,0.0006509021,0.00006010885,0.00029821496,0.00009325843,0.00023101113,5.1374775e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028176879,0.00024995918,0.42061034,0.4591448,0.000008500056,3.6330638e-7,0.00015557924,0.0000016861549,3.9851327e-7,0.0024014753,0.00008286842,0.11731583],"study_design_scores_gemma":[0.003414861,0.0006820192,0.79103726,0.17392412,0.00007092337,0.000003307016,0.0010241495,0.0065882537,0.0000021037447,0.022081377,0.00083355163,0.00033808334],"about_ca_topic_score_codex":0.00009232374,"about_ca_topic_score_gemma":0.00005146891,"teacher_disagreement_score":0.7874814,"about_ca_system_score_codex":0.00016856579,"about_ca_system_score_gemma":0.0005858242,"threshold_uncertainty_score":0.50094783},"labels":[],"label_agreement":null},{"id":"W7106679604","doi":"10.2196/74071","title":"Wearable Devices for Remote Monitoring of Chronic Diseases: Systematic Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Interoperability; Wearable technology; Terminology; mHealth; Certification; Telemedicine; Digital health","score_opus":0.026734090741414827,"score_gpt":0.34305246966235664,"score_spread":0.31631837892094183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106679604","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055032067,0.9327511,0.0050512706,0.00032830154,0.0014759972,0.004538467,0.00004622928,0.0003069546,0.00046961036],"genre_scores_gemma":[0.91870636,0.07909663,0.0012408296,0.0001456358,0.0003324078,0.00033301685,0.000005758625,0.00004266718,0.00009670662],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984704,0.000054606797,0.0006576918,0.00021879187,0.00014825753,0.00045023367],"domain_scores_gemma":[0.99900603,0.00024524462,0.0001443199,0.00030810875,0.00007439279,0.00022188276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003714567,0.0001903006,0.0007043176,0.00012855255,0.00013133831,0.000019225125,0.00015151709,0.00006577127,0.0000019237548],"category_scores_gemma":[0.000096268224,0.00017601854,0.000075937285,0.00033079,0.000023940265,0.00011801583,0.000027680157,0.00013666162,0.0000033642684],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007999826,0.000015311462,0.002025908,0.99418384,0.000033800294,6.729215e-7,0.000043413314,0.00003266436,0.00019673996,0.00011910621,0.00026538377,0.0030751417],"study_design_scores_gemma":[0.002018293,0.0005947285,0.015512286,0.9704282,0.0017426738,0.000010858656,0.0004918006,0.0034291858,0.0024780203,0.0013926171,0.0010779408,0.0008233427],"about_ca_topic_score_codex":0.0000396166,"about_ca_topic_score_gemma":0.0000087033895,"teacher_disagreement_score":0.8636743,"about_ca_system_score_codex":0.00029972338,"about_ca_system_score_gemma":0.00022005534,"threshold_uncertainty_score":0.7177828},"labels":[],"label_agreement":null},{"id":"W7109610098","doi":"10.2196/56824","title":"Promoting Self-Regulated Social Media Use on Smartphones With a Mobile Intervention App (Wellspent): Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Social media; mHealth; Intervention (counseling); Mobile device; Mobile phone; Psychological intervention; eHealth","score_opus":0.03257625200600795,"score_gpt":0.3992413590331091,"score_spread":0.36666510702710114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109610098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9770522,0.00054367754,0.00006556106,0.0021788015,0.0029546202,0.014038828,0.000052626307,0.00037175507,0.0027419091],"genre_scores_gemma":[0.9896236,0.000027526958,0.000104109386,0.0007600258,0.00027847436,0.0062830383,0.00011067214,0.00004341299,0.0027691508],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99477345,0.0015400648,0.0017957267,0.00068750355,0.0003565392,0.00084672356],"domain_scores_gemma":[0.9967109,0.0015490645,0.00090909813,0.0003083793,0.00013213776,0.00039043443],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023223863,0.00039168895,0.0017244293,0.00045979055,0.0004964895,0.00013892798,0.00016369653,0.0002447353,0.00016726878],"category_scores_gemma":[0.00018416757,0.0002939459,0.00041284048,0.00047795204,0.00020123615,0.00020755825,0.000055880166,0.00047805274,0.00007266497],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9451503,0.0039714742,0.00008758237,0.0010683709,0.00034417375,0.000010301749,0.0065664253,4.59474e-7,6.321924e-7,0.011091901,0.001973003,0.029735336],"study_design_scores_gemma":[0.9898335,0.0029968843,0.0030330943,0.00069071807,0.0003432906,0.000011193233,0.00062265457,0.0001492708,0.000009130552,0.0011172744,0.0009527882,0.0002402021],"about_ca_topic_score_codex":0.00030314116,"about_ca_topic_score_gemma":0.000305677,"teacher_disagreement_score":0.04468316,"about_ca_system_score_codex":0.00028672742,"about_ca_system_score_gemma":0.000271746,"threshold_uncertainty_score":0.99995124},"labels":[],"label_agreement":null},{"id":"W7110805327","doi":"10.2196/66002","title":"Engagement of Users in Digital Health Applications: Scoping Review","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Literature Analysis and Criticism","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; mHealth; eHealth; Mobile device; Telehealth; Telemedicine; Context (archaeology)","score_opus":0.04724266907153675,"score_gpt":0.4401400523455668,"score_spread":0.39289738327403007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7110805327","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06351529,0.8525514,0.00093488,0.06321173,0.00011352233,0.010385423,0.000046308465,0.00007922319,0.009162228],"genre_scores_gemma":[0.8313206,0.12939112,0.0004445228,0.037807625,0.00005805992,0.00058676687,0.00009156045,0.000010431794,0.0002893079],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99850607,0.00005895063,0.0007482681,0.00025124726,0.00015569397,0.0002797641],"domain_scores_gemma":[0.9992235,0.000073452255,0.00015495853,0.00026108092,0.00007456934,0.00021244884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073522585,0.00010369266,0.0005934723,0.00021085335,0.00008281186,0.000013926544,0.00004946517,0.000042267195,0.000013433488],"category_scores_gemma":[0.000050484578,0.000087190856,0.000053573465,0.0005916192,0.000037945716,0.000072684095,0.000026322416,0.00022084253,0.00000212968],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013498928,0.000868355,0.047869153,0.497255,0.000055909746,0.000005809555,0.0009449503,7.8756335e-7,0.0000086072505,0.02779981,0.008503334,0.41655332],"study_design_scores_gemma":[0.009243742,0.0021544928,0.22123852,0.616043,0.00070619397,0.000046801506,0.0023040406,0.00017568548,0.00005796257,0.0043115155,0.14296697,0.00075108046],"about_ca_topic_score_codex":0.00005783888,"about_ca_topic_score_gemma":0.000028387964,"teacher_disagreement_score":0.76780534,"about_ca_system_score_codex":0.00009445832,"about_ca_system_score_gemma":0.0010481477,"threshold_uncertainty_score":0.355554},"labels":[],"label_agreement":null},{"id":"W7115676775","doi":"10.2196/68735","title":"Intensive, Repeated Self-Report Measures: Should We Be Concerned About Changes in Data Quality Over Time?","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Repeated measures design; Recall; Presumption; Data quality; Affect (linguistics); Recall bias; Quality (philosophy); Variance (accounting)","score_opus":0.3914875968244514,"score_gpt":0.5714531470843108,"score_spread":0.17996555025985944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115676775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8110378,0.013648935,0.000050323197,0.1494422,0.001863866,0.0045472756,0.00057934114,0.00044835545,0.018381935],"genre_scores_gemma":[0.8727326,0.01479093,0.00063868024,0.07539059,0.0007251623,0.0008422836,0.0015233112,0.000119324584,0.03323716],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9941052,0.0013689505,0.0012454975,0.0012740449,0.00063575164,0.0013705558],"domain_scores_gemma":[0.9961036,0.0005399092,0.00042027354,0.0018734504,0.00027941226,0.0007833676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004925329,0.0003253037,0.0007928493,0.0004228941,0.00029590458,0.000043349733,0.0005863873,0.00039647825,0.00056931673],"category_scores_gemma":[0.0005728088,0.0003029671,0.00003670492,0.0007518039,0.0001889923,0.00014263774,0.00041221423,0.0010644053,0.000061027273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040631103,0.0016718496,0.27251086,0.012813986,0.0002643563,0.0008069044,0.016165093,5.425902e-7,0.00008780811,0.011410273,0.51258206,0.16762316],"study_design_scores_gemma":[0.004107369,0.00041517065,0.5648927,0.00047893045,0.00004688395,0.000073158684,0.0020537984,0.0003277173,0.000017769438,0.00050007313,0.42670238,0.0003840614],"about_ca_topic_score_codex":0.008508891,"about_ca_topic_score_gemma":0.007827111,"teacher_disagreement_score":0.29238182,"about_ca_system_score_codex":0.00054475886,"about_ca_system_score_gemma":0.0014603558,"threshold_uncertainty_score":0.99994224},"labels":[],"label_agreement":null},{"id":"W7115929552","doi":"10.2196/71435","title":"Identifying and Evaluating Patient-Centered Mobile and Web Apps for Patients With Chronic Spontaneous Urticaria: Systematic Search and Content Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); mHealth; Mobile apps; Content analysis; MEDLINE; Mobile device; Disease; The Internet; Telemedicine","score_opus":0.05801914545358594,"score_gpt":0.3794069557632313,"score_spread":0.32138781030964536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115929552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98701894,0.007929949,0.00020063753,0.00047226227,0.00006915619,0.0041827885,0.00005680625,0.000035273915,0.000034188957],"genre_scores_gemma":[0.997304,0.0013616906,0.0004030727,0.0002533935,0.00001972989,0.0004538915,0.000087404565,0.000016296113,0.00010050902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981197,0.00014678737,0.00057045126,0.00045592722,0.00025619238,0.00045094723],"domain_scores_gemma":[0.9987359,0.0002710432,0.00014172781,0.00021106811,0.00020795323,0.00043232628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036229086,0.00019249159,0.00066801044,0.00036082382,0.0004736103,0.00006763704,0.00003188349,0.00011679288,0.000006299405],"category_scores_gemma":[0.0000630076,0.00013973546,0.000044979195,0.0003644414,0.00012979688,0.00006790953,0.000051153867,0.00023581092,5.3569676e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006148885,0.002164285,0.7093066,0.18930686,0.016446045,0.00016089392,0.016448243,0.000053743388,0.00081692054,0.004910707,0.00018422694,0.05405257],"study_design_scores_gemma":[0.029662319,0.014698914,0.78333604,0.013801219,0.057134423,0.00043735697,0.009635862,0.09029604,0.000023425124,0.00025218094,0.000048171656,0.00067403854],"about_ca_topic_score_codex":0.00011079898,"about_ca_topic_score_gemma":0.00013762337,"teacher_disagreement_score":0.17550564,"about_ca_system_score_codex":0.00016198565,"about_ca_system_score_gemma":0.0003695872,"threshold_uncertainty_score":0.56982464},"labels":[],"label_agreement":null},{"id":"W7116365418","doi":"10.2196/74121","title":"The ManageHF Just-in-Time Adaptive Mobile Application Interventions to Promote Self-Management and Improve Outcomes in Heart Failure: A Randomized Controlled Trial (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Randomized controlled trial; Psychological intervention; mHealth; Intervention (counseling); Telemedicine; Quality of life (healthcare)","score_opus":0.02297906126438236,"score_gpt":0.4192701724117788,"score_spread":0.3962911111473964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116365418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62477905,0.0039101094,0.0023042716,0.069402084,0.0014977858,0.2942614,0.000067445624,0.00044616553,0.0033316836],"genre_scores_gemma":[0.53534716,0.004289047,0.0032995858,0.007463412,0.00015354513,0.44374558,0.000025725632,0.00004845089,0.005627496],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99202245,0.0020521954,0.003146742,0.0010060411,0.00035993484,0.0014126119],"domain_scores_gemma":[0.9947418,0.0027425613,0.00076899206,0.0008149825,0.00015438617,0.000777264],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009233934,0.00040423128,0.0020096968,0.00069664366,0.0015269449,0.00004786935,0.0003461243,0.00030034137,0.000024138217],"category_scores_gemma":[0.00034374846,0.00029237597,0.00022576906,0.00085721497,0.00013071613,0.00011180148,0.00034060373,0.0010768007,0.000090010624],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8047682,0.0022493042,0.009168731,0.014181045,0.0001908978,0.0000030231547,0.0043257475,0.000025379626,0.000007551825,0.10458582,0.009689305,0.050804965],"study_design_scores_gemma":[0.902508,0.0006539679,0.020237073,0.0008843613,0.00021267183,0.0000010178188,0.0023700001,0.0022656587,7.964077e-7,0.0052663563,0.06527678,0.0003233043],"about_ca_topic_score_codex":0.0008486289,"about_ca_topic_score_gemma":0.002289364,"teacher_disagreement_score":0.14948419,"about_ca_system_score_codex":0.00064945733,"about_ca_system_score_gemma":0.0009100444,"threshold_uncertainty_score":0.99995285},"labels":[],"label_agreement":null},{"id":"W7116834800","doi":"10.2196/73651","title":"Privacy Policy Compliance of Mobile Sports and Health Apps in China: Scale Development, Data Analysis, and Prospects for Regulatory Reform","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Compromise; Privacy policy; Scale (ratio); Information privacy; Digital health; Mobile apps; Action (physics)","score_opus":0.09715204679819263,"score_gpt":0.4943086015737825,"score_spread":0.39715655477558987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116834800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9422248,0.018422453,0.0019218668,0.017341668,0.00023638575,0.018030606,0.0005888082,0.00015184659,0.0010815809],"genre_scores_gemma":[0.9603209,0.016380304,0.009900619,0.005092881,0.0001633174,0.006954549,0.00064244296,0.000040351144,0.00050465966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942989,0.0002593887,0.0024062449,0.0012169925,0.00030060596,0.0015179134],"domain_scores_gemma":[0.9959134,0.00025298653,0.0012072173,0.0012820902,0.00015761114,0.0011867249],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004275872,0.0003595641,0.0013657337,0.0010855389,0.0015906456,0.000013318946,0.0003579843,0.00030313476,0.000011745238],"category_scores_gemma":[0.000087523615,0.00033907677,0.000038807633,0.001768345,0.00022022029,0.00020830276,0.00044290948,0.0006984383,0.0000019860847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039967344,0.00039326315,0.6545581,0.042941645,0.000051964682,6.2022565e-7,0.004990332,0.0000021813612,0.000005739325,0.027113069,0.002852842,0.26669055],"study_design_scores_gemma":[0.0022270815,0.00016814274,0.9417164,0.0008818401,0.000057060126,0.0000023842292,0.0009820649,0.0005557865,0.0000025220495,0.0014703039,0.05174377,0.00019267188],"about_ca_topic_score_codex":0.006090135,"about_ca_topic_score_gemma":0.007815389,"teacher_disagreement_score":0.28715825,"about_ca_system_score_codex":0.00085008144,"about_ca_system_score_gemma":0.008536442,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W7117580347","doi":"10.2196/74967","title":"Effectiveness of Mobile Health–Based Self-Management Programs on Health-Related Outcomes in Patients With Chronic Obstructive Pulmonary Disease: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Pulmonary disease; Telemedicine; MEDLINE; COPD; Psychological intervention; Chronic disease; eHealth","score_opus":0.02097548356531827,"score_gpt":0.354992486030173,"score_spread":0.3340170024648548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117580347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46778584,0.46509287,0.000035513644,0.0060484027,0.000064962966,0.06024993,0.0004110094,0.00017435584,0.00013712009],"genre_scores_gemma":[0.98741317,0.004826988,0.00015010446,0.0011784629,0.00000441232,0.0058903755,0.00038739448,0.00004203468,0.00010707499],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9939656,0.0016820735,0.0015701198,0.0010390803,0.00084480096,0.00089832174],"domain_scores_gemma":[0.99665093,0.00039074908,0.00079763355,0.0009098607,0.00023235465,0.0010184855],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018226263,0.00051143597,0.004489711,0.0009707181,0.00022952871,0.000017882405,0.00016013226,0.00008838889,0.000025877527],"category_scores_gemma":[0.000044876815,0.00035437502,0.00039876672,0.0022056957,0.00020217526,0.000099306286,0.00009172395,0.0003865407,0.0000020421912],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000934556,0.0018377264,0.166123,0.81726193,0.011561619,0.000021008997,0.00006053404,0.000036308473,2.1475708e-8,0.00042417832,0.0000072946905,0.0017318344],"study_design_scores_gemma":[0.0031071312,0.0016014208,0.9189327,0.014084216,0.061610304,0.0000015976598,0.00007294321,0.0003033719,2.1867181e-7,0.00007256165,0.000011660467,0.00020192552],"about_ca_topic_score_codex":0.0003570056,"about_ca_topic_score_gemma":0.00005968785,"teacher_disagreement_score":0.8031777,"about_ca_system_score_codex":0.0019851844,"about_ca_system_score_gemma":0.0020342248,"threshold_uncertainty_score":0.9998908},"labels":[],"label_agreement":null},{"id":"W7119062857","doi":"10.2196/66678","title":"Designing a Self-Guided Digital Intervention for Self-Management of Shoulder Pain in People Living With Spinal Cord Injury: Tutorial on Using a Person-Based Approach","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Operationalization; Intervention (counseling); Relevance (law); mHealth; eHealth; Rehabilitation; Digital health; Usability; Key (lock)","score_opus":0.07925860584057919,"score_gpt":0.4343333226229757,"score_spread":0.3550747167823965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119062857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9379419,0.00021021914,0.054196786,0.00045788538,0.00079773186,0.0036995078,0.00007315498,0.0001580788,0.0024647424],"genre_scores_gemma":[0.9853487,0.0000026144064,0.013246176,0.00033327995,0.000075977856,0.0007689146,0.00003285502,0.000036391608,0.00015511885],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99738073,0.0002984738,0.0008173212,0.00058549095,0.00023404519,0.00068396225],"domain_scores_gemma":[0.9988113,0.00023014622,0.00040003913,0.00026579597,0.00007694893,0.00021576806],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015056818,0.0002652228,0.00045208944,0.0005070062,0.000209071,0.00007302347,0.000149785,0.00012850216,0.000007790561],"category_scores_gemma":[0.000032254164,0.00025778456,0.00012366753,0.0006086097,0.000043935626,0.00017201423,0.000039456423,0.00024839328,0.0000013889362],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.05388995,0.03663,0.11193017,0.14009191,0.0008837013,0.000030459765,0.0104674725,0.00024203211,0.000010638666,0.08755961,0.005350164,0.5529139],"study_design_scores_gemma":[0.07525208,0.22157872,0.4680801,0.062666595,0.0017447324,0.00009619401,0.07675673,0.08149545,0.00013657304,0.0033545261,0.0048472863,0.0039910097],"about_ca_topic_score_codex":0.00031435827,"about_ca_topic_score_gemma":0.00004751561,"teacher_disagreement_score":0.5489229,"about_ca_system_score_codex":0.0006438319,"about_ca_system_score_gemma":0.00028760792,"threshold_uncertainty_score":0.9999874},"labels":[],"label_agreement":null},{"id":"W7128485018","doi":"10.2196/48828","title":"Mobile application rating scale for healthcare professionals (pMARS) to assess the quality of mHealth applications: questionnaire development and psychometric analysis (Preprint)","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Scale (ratio); Quality (philosophy); Rating scale; Psychometric testing; Health care; Psychometrics; Health professionals; Mobile phone","score_opus":0.13002304097113587,"score_gpt":0.543531225612462,"score_spread":0.41350818464132616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128485018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5902807,0.034001376,0.2770301,0.031658594,0.0010625636,0.06420099,0.00068621075,0.00074013055,0.0003393176],"genre_scores_gemma":[0.8395516,0.0037811245,0.0108141415,0.0049985833,0.0004420727,0.13967575,0.00027053323,0.00006623605,0.00039992944],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.991936,0.0012877304,0.0033012927,0.0014603918,0.00062749226,0.0013870692],"domain_scores_gemma":[0.99274194,0.0025188047,0.0012073049,0.0010755403,0.00080453284,0.0016518821],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009844401,0.000440692,0.001093105,0.0011260199,0.0034587998,0.000046503323,0.00040022653,0.00042690034,0.000021484866],"category_scores_gemma":[0.00027391317,0.00034484026,0.00014540234,0.0041299993,0.00015484636,0.00017560965,0.00019324788,0.0010629267,0.00004214166],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043017927,0.0005239764,0.13968243,0.07705233,0.0001283464,1.8724853e-7,0.012854255,0.000048586026,0.000054924945,0.07317825,0.0044663986,0.6915801],"study_design_scores_gemma":[0.0014833591,0.00058118516,0.63676894,0.0013681687,0.00037084115,0.0000062010954,0.007367916,0.0028786538,0.000031820287,0.0042176717,0.34427714,0.00064812455],"about_ca_topic_score_codex":0.0010216571,"about_ca_topic_score_gemma":0.0017518803,"teacher_disagreement_score":0.69093204,"about_ca_system_score_codex":0.0006612958,"about_ca_system_score_gemma":0.0043536145,"threshold_uncertainty_score":0.99990034},"labels":[],"label_agreement":null},{"id":"W7138876262","doi":"10.2196/76724","title":"Support Strategies to Enhance Adherence in a Prescription Digital Therapeutic for Erectile Dysfunction: Retrospective Quasi-Experimental Cohort Study. (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medical prescription; Erectile dysfunction; Retrospective cohort study; Medication adherence; Cohort; mHealth; Digital health","score_opus":0.0462604508017799,"score_gpt":0.41822855945748694,"score_spread":0.37196810865570706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7138876262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813967,0.00042975968,0.00405186,0.0010901326,0.0010289076,0.005385417,0.000015957827,0.00015169909,0.0064496007],"genre_scores_gemma":[0.99163157,0.000075981116,0.000073108225,0.0019563623,0.00013789839,0.0020206368,0.000021713047,0.000015611236,0.0040671276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807996,0.000058570346,0.00051308447,0.0006943361,0.00025722876,0.00039684997],"domain_scores_gemma":[0.9991154,0.00008634886,0.00010674585,0.00027127314,0.00018867222,0.0002315414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004441297,0.00022136413,0.0005132334,0.00025787333,0.0002667495,0.000080866776,0.00005029423,0.000085805026,0.0001075387],"category_scores_gemma":[0.00007900215,0.00019894175,0.00005020674,0.00047818484,0.000055886416,0.000233761,0.00004685072,0.00024688846,0.000026089003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004785095,0.0028127027,0.96542853,0.0005071669,0.0000983026,0.0000035150424,0.0044300477,0.0000047832036,0.00020256673,0.001419747,0.0043710647,0.015936455],"study_design_scores_gemma":[0.0021273359,0.011143508,0.95898086,0.000067890665,0.00005132056,0.000009704862,0.021853546,0.000051390638,0.00013464352,0.00022982877,0.005201911,0.0001480622],"about_ca_topic_score_codex":0.00033173716,"about_ca_topic_score_gemma":0.00024368826,"teacher_disagreement_score":0.0174235,"about_ca_system_score_codex":0.00046549932,"about_ca_system_score_gemma":0.00051775074,"threshold_uncertainty_score":0.81126094},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W7148288669","doi":"10.2196/73483","title":"Feasibility and acceptability of mPallCare, a digital health intervention for people living with advanced cancer in a refugee settlement in Uganda: a mixed-method study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refugee; Intervention (counseling); mHealth; Settlement (finance); Digital health; Cancer; Health intervention","score_opus":0.04693987131588254,"score_gpt":0.4967828539615273,"score_spread":0.44984298264564476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7148288669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966529,0.0027614695,0.0025187128,0.0037573914,0.0002222709,0.023511166,0.0004990809,0.000064012536,0.000136892],"genre_scores_gemma":[0.9689656,0.0017664223,0.0021444869,0.0009756089,0.000038553942,0.025986984,0.000042872118,0.000029239238,0.000050230767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99340606,0.001351017,0.002507971,0.0011656014,0.0002781488,0.0012912066],"domain_scores_gemma":[0.99570847,0.0017298838,0.0009818446,0.00066114066,0.00025963827,0.00065900065],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00637718,0.00033652587,0.0012467435,0.00050268474,0.0006257312,0.000017829952,0.00018940984,0.00019594574,0.00005834452],"category_scores_gemma":[0.0004866101,0.0003046353,0.00006366761,0.0010431062,0.00008352622,0.00023666007,0.00022297562,0.00087604934,8.121452e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001046231,0.0011724763,0.74978197,0.018313866,0.000008762263,1.8191577e-7,0.0068761297,0.000018198194,5.408219e-7,0.00066871155,0.00007691958,0.22203603],"study_design_scores_gemma":[0.007996446,0.0012028357,0.9659034,0.001519041,0.000018958013,7.991021e-7,0.021092094,0.00037776728,6.489902e-7,0.00079002226,0.00093338604,0.0001646013],"about_ca_topic_score_codex":0.0071033873,"about_ca_topic_score_gemma":0.11483816,"teacher_disagreement_score":0.22187144,"about_ca_system_score_codex":0.0014626845,"about_ca_system_score_gemma":0.0037184341,"threshold_uncertainty_score":0.9999406},"labels":[],"label_agreement":null},{"id":"W7154219208","doi":"10.2196/80321","title":"Mobile Health in Home-Based Palliative Care: A Realist Review of Contextual Factors and Mechanisms Influencing Outcomes (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Context (archaeology); Qualitative research; Digital health; eHealth; Health care; Mobile phone","score_opus":0.06926506630066871,"score_gpt":0.4656091766565688,"score_spread":0.3963441103559001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7154219208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73849624,0.1714045,0.0045435186,0.028186228,0.0011047083,0.052274246,0.0011478676,0.000456943,0.00238575],"genre_scores_gemma":[0.8200973,0.10648824,0.0017081051,0.055933375,0.000040423736,0.015350273,0.00022756854,0.00004835975,0.000106332576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929423,0.0013083338,0.0029351956,0.0009457382,0.00036932784,0.00149915],"domain_scores_gemma":[0.99469674,0.0014529374,0.0014588811,0.00078700413,0.0003843901,0.001220045],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027505402,0.0004849706,0.0018860849,0.00059420377,0.0011280903,0.000009705473,0.00026392253,0.0003554555,0.000057856698],"category_scores_gemma":[0.00040069854,0.00041454777,0.000103480976,0.000995629,0.00019144725,0.00011036236,0.00016736852,0.0012856426,0.000007778438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002813023,0.00030327163,0.58490103,0.25890568,0.000022903849,0.0000014460081,0.008230316,0.0000049548435,0.000007758721,0.07796491,0.0036839065,0.06569254],"study_design_scores_gemma":[0.005472999,0.0013118854,0.9137061,0.025155818,0.00006386833,7.7100947e-7,0.013221669,0.0001158208,0.00001047279,0.004691016,0.035791308,0.00045826432],"about_ca_topic_score_codex":0.009114161,"about_ca_topic_score_gemma":0.0038852408,"teacher_disagreement_score":0.3288051,"about_ca_system_score_codex":0.0010852106,"about_ca_system_score_gemma":0.007864818,"threshold_uncertainty_score":0.99983066},"labels":[],"label_agreement":null},{"id":"W7156310763","doi":"10.2196/76028","title":"Efficacy of a CBT-Based Online Self-Help Group for Depression and Suicide Ideation: Randomized Controlled Trial (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Depression (economics); Suicide prevention; Poison control; Occupational safety and health; Suicide attempt; Injury prevention; Human factors and ergonomics","score_opus":0.0419922722821102,"score_gpt":0.44348525830850616,"score_spread":0.40149298602639594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7156310763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671956,0.0029247585,0.0034971277,0.0039312015,0.0014145699,0.019233292,0.000121760546,0.00013392656,0.0015477997],"genre_scores_gemma":[0.99223596,0.0000819413,0.0018641682,0.0013520704,0.00013501252,0.0037032762,0.00011373453,0.000021289065,0.0004925429],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964549,0.00065704173,0.0017047002,0.00052983855,0.00017638723,0.00047716178],"domain_scores_gemma":[0.99539524,0.0031001528,0.0007171542,0.00034224478,0.00011065674,0.0003345555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002182269,0.00023221655,0.0014539291,0.00031017826,0.00021805256,0.000027185311,0.00012079534,0.0001801943,0.00004207854],"category_scores_gemma":[0.00045186726,0.00018855314,0.0002924075,0.00020780295,0.00013127763,0.000073643954,0.000046659145,0.00020850496,0.000003453395],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.939148,0.0025798234,0.0008798666,0.0022223745,0.000108995395,8.984353e-7,0.00024472355,0.0000020233133,0.0000029127216,0.019143265,0.00067112525,0.034995977],"study_design_scores_gemma":[0.97509724,0.0016267791,0.018129688,0.0005123628,0.00023053419,0.0000028315096,0.00011491671,0.00092197105,0.00001190091,0.0025413446,0.0006868004,0.00012361458],"about_ca_topic_score_codex":0.00032927244,"about_ca_topic_score_gemma":0.000097091535,"teacher_disagreement_score":0.03594924,"about_ca_system_score_codex":0.000100973295,"about_ca_system_score_gemma":0.00031624417,"threshold_uncertainty_score":0.76889735},"labels":[],"label_agreement":null},{"id":"W7160534175","doi":"10.2196/64502","title":"Patient Engagement in a Virtual Cardiac Rehabilitation Platform: A secondary analysis of the ERA-Nudge trial (Preprint)","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; mHealth; Telehealth; Telemedicine; Virtual patient; eHealth; Digital health; MEDLINE","score_opus":0.03180517913769846,"score_gpt":0.37678467215265216,"score_spread":0.3449794930149537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160534175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858298,0.0021239603,0.000013881285,0.005153904,0.001191147,0.0042743054,0.00015138494,0.00005112214,0.0012104945],"genre_scores_gemma":[0.99545026,0.0009442312,0.00014979506,0.0027366246,0.00015214075,0.0004150382,0.00007612777,0.0000207349,0.000055061893],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967052,0.00048587713,0.0011726046,0.00053064653,0.0005204802,0.0005852064],"domain_scores_gemma":[0.9981158,0.00055053324,0.00019400191,0.0004710655,0.000060066774,0.00060858123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002661855,0.00020203047,0.00085698336,0.0006941947,0.00017572599,0.000016586875,0.00005923072,0.00014447836,0.000057676127],"category_scores_gemma":[0.00014214304,0.00014706333,0.0003765382,0.0016232793,0.00009556902,0.00009789931,0.00008202447,0.0008555817,0.0000060165244],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.044993363,0.0016648648,0.08868207,0.024582136,0.00058486697,0.000025956797,0.06229069,0.00009633897,0.00009681231,0.006142778,0.00811031,0.7627298],"study_design_scores_gemma":[0.015912434,0.006519918,0.94723475,0.0005571771,0.00094841473,0.000011355094,0.0052080667,0.0016754182,0.000029422848,0.00017856716,0.021507407,0.0002170714],"about_ca_topic_score_codex":0.0012923894,"about_ca_topic_score_gemma":0.0002882179,"teacher_disagreement_score":0.8585527,"about_ca_system_score_codex":0.00074816484,"about_ca_system_score_gemma":0.0027417953,"threshold_uncertainty_score":0.5997068},"labels":[],"label_agreement":null},{"id":"W7160875754","doi":"10.2196/78788","title":"Perceived Sensitivity of Sensor-Based Digital Health Data: A Qualitative Interview Study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital health; Qualitative research; mHealth; Sensitivity (control systems); Interview; eHealth; National Health Interview Survey; Data collection","score_opus":0.18879865685575611,"score_gpt":0.5312371244184458,"score_spread":0.3424384675626897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7160875754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97135913,0.0012198562,0.0025799803,0.014548637,0.0009701755,0.0038515036,0.0015135375,0.00016981998,0.00378733],"genre_scores_gemma":[0.9948624,0.000025214349,0.00028540933,0.003492376,0.000042238564,0.00016791002,0.00022242009,0.000028950288,0.00087309466],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931377,0.002993068,0.0016614198,0.0010648466,0.00031974853,0.000823224],"domain_scores_gemma":[0.99615973,0.0010578193,0.0006896142,0.0013603388,0.00015639541,0.0005761074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048262016,0.00032751198,0.00092792755,0.0003725985,0.00028158043,0.000065275286,0.00033118666,0.00010863549,0.00007263084],"category_scores_gemma":[0.00022931695,0.00031925767,0.0001121203,0.0005720028,0.00025832473,0.00031935188,0.00034905996,0.00047977027,0.00008034585],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021421255,0.022500258,0.0533128,0.020677442,0.00044028345,0.000064201675,0.08612662,0.000005708979,0.000005052068,0.016420504,0.018991513,0.7793135],"study_design_scores_gemma":[0.0061331587,0.0068976483,0.842432,0.0022246572,0.000098882054,0.0000312065,0.13449049,0.00046837516,0.000004188066,0.0017134404,0.004999595,0.0005063223],"about_ca_topic_score_codex":0.003286027,"about_ca_topic_score_gemma":0.0007384063,"teacher_disagreement_score":0.78911924,"about_ca_system_score_codex":0.0003047272,"about_ca_system_score_gemma":0.00090152817,"threshold_uncertainty_score":0.999926},"labels":[],"label_agreement":null},{"id":"W7161593122","doi":"10.2196/79892","title":"Inclusive Contactless Monitoring – Perspectives of Older Adults from Diverse Backgrounds (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Qualitative research; Inclusion (mineral); Quality of life (healthcare); Focus group; Mobile device","score_opus":0.02308172518828275,"score_gpt":0.3760802833275345,"score_spread":0.35299855813925174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161593122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885235,0.00221405,0.00009028826,0.004328852,0.00048568842,0.0007608516,0.000033206772,0.0001704973,0.0033930726],"genre_scores_gemma":[0.99645567,0.002538284,0.00038820776,0.0001783606,0.00017127533,0.000051991145,0.0000036774904,0.000009458919,0.00020304631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815744,0.00021518371,0.0003596955,0.0004945744,0.0002759158,0.00049720955],"domain_scores_gemma":[0.9987144,0.00029089433,0.00023289604,0.00030798823,0.00020800662,0.0002458068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045923525,0.00015517528,0.00035740552,0.00020888998,0.0007299355,0.000025517053,0.00030977733,0.00025155774,0.000047464768],"category_scores_gemma":[0.00016309698,0.0001602486,0.00005059991,0.00041471355,0.0004372304,0.00018736158,0.00021794152,0.00034532318,0.0000074639065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003045304,0.0003843871,0.45088118,0.0006321929,0.00006172661,0.000007197405,0.4086985,7.7083484e-7,0.000043042866,0.040359735,0.0006850305,0.0979417],"study_design_scores_gemma":[0.001411437,0.000069089634,0.6976246,0.0004189035,0.000027991242,3.6240232e-7,0.2969119,0.000009733846,0.00011791205,0.0020744328,0.001200793,0.00013280433],"about_ca_topic_score_codex":0.022116791,"about_ca_topic_score_gemma":0.0035537463,"teacher_disagreement_score":0.24674346,"about_ca_system_score_codex":0.00038974878,"about_ca_system_score_gemma":0.00078247325,"threshold_uncertainty_score":0.984395},"labels":[],"label_agreement":null},{"id":"W7161709767","doi":"10.2196/79588","title":"Association Between Duration of Transcutaneous Vibratory Stimulation Delivered by the Apollo Neuro Device and Extension of Total Sleep Time (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Effects of Vibration on Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Duration (music); Sleep (system call); Apollo; Association (psychology); Extension (predicate logic)","score_opus":0.018056313550426598,"score_gpt":0.3360665414300606,"score_spread":0.318010227879634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161709767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987203,0.0010226071,0.00092754076,0.008999147,0.00006889675,0.0015513652,0.00004589374,0.000040567124,0.00014100161],"genre_scores_gemma":[0.99756986,0.00038024777,0.00030849877,0.0014780381,0.000055324206,0.000013368584,0.0000773468,0.000013308651,0.00010399312],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980208,0.0003471282,0.000760724,0.0003021688,0.0003285756,0.00024059035],"domain_scores_gemma":[0.9977526,0.0010473601,0.00053313724,0.0002422698,0.00023017757,0.00019446157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096550287,0.00014248541,0.00044335643,0.00013511429,0.00018433314,0.0000107086735,0.00004252068,0.0001708625,0.000015417856],"category_scores_gemma":[0.0002990773,0.00011685816,0.000042673317,0.00027458047,0.000058022648,0.00011641762,0.000021763417,0.00025239613,0.0000022009779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038672404,0.0009705863,0.5413769,0.020738024,0.00036493703,0.000006788873,0.0057753227,0.00034963756,0.10510034,0.0008407712,0.009655679,0.31095377],"study_design_scores_gemma":[0.0026718485,0.0015901593,0.9680068,0.00030670257,0.00031694892,0.000017511751,0.00014389465,0.022287503,0.004202368,0.00012977299,0.00020672906,0.00011979189],"about_ca_topic_score_codex":0.00022694508,"about_ca_topic_score_gemma":0.00001879175,"teacher_disagreement_score":0.42662987,"about_ca_system_score_codex":0.00015104128,"about_ca_system_score_gemma":0.00036474035,"threshold_uncertainty_score":0.47653374},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W7162116573","doi":"10.2196/76632","title":"Machine Learning Frameworks for Wearable-Based Stress Modeling in Naturalistic Settings: A Scoping Review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Stress (linguistics); Field (mathematics); Adaptation (eye)","score_opus":0.035524341463459286,"score_gpt":0.3539227479722232,"score_spread":0.3183984065087639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162116573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36935526,0.31357503,0.30256268,0.0042987987,0.0014800797,0.005868249,0.0000861743,0.0016559083,0.0011178153],"genre_scores_gemma":[0.96589226,0.024692362,0.0067597483,0.0021335434,0.00007363715,0.000313867,0.000053876447,0.00004238616,0.000038295162],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984069,0.000086315,0.00058672595,0.0003145847,0.00008827449,0.00051723217],"domain_scores_gemma":[0.99927056,0.00028833866,0.00008152167,0.00017544007,0.000044708773,0.00013943517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005899645,0.00020065629,0.00047767157,0.00014123392,0.00018057303,0.00003698022,0.000090413465,0.00017129669,0.000007268191],"category_scores_gemma":[0.00035715895,0.00020233884,0.000036718946,0.00023712758,0.000016608778,0.000081052756,0.000022851582,0.0006282555,0.0000010031049],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054429507,0.00001700174,0.00037182964,0.119103715,0.0000054998936,0.0000019382924,0.00009452035,0.8674979,0.000050883427,0.00035224808,0.000036440124,0.012413593],"study_design_scores_gemma":[0.000635792,0.00003488459,0.000108237495,0.09209758,0.0000200486,0.0000014894083,0.000030887903,0.90610546,0.00006929262,0.0005189245,0.00017996042,0.00019743276],"about_ca_topic_score_codex":0.00011050852,"about_ca_topic_score_gemma":0.00009565309,"teacher_disagreement_score":0.59653705,"about_ca_system_score_codex":0.00011213135,"about_ca_system_score_gemma":0.00012363434,"threshold_uncertainty_score":0.82511383},"labels":[],"label_agreement":null},{"id":"W7162295219","doi":"10.2196/79792","title":"Characteristics of Tailored Text Messages that Maximize Physical Activity amongst Cardiac Rehabilitation Enrollees: Secondary Analysis of a Micro randomized Trial (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Rehabilitation; Physical activity; mHealth; Telemedicine; Telehealth","score_opus":0.020465803014275752,"score_gpt":0.3668287771824907,"score_spread":0.34636297416821493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162295219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98844796,0.00068918086,0.00010409044,0.0026452295,0.00049741013,0.0061347624,0.0003086365,0.00004672423,0.0011260114],"genre_scores_gemma":[0.99550194,0.0024762517,0.00042234515,0.00059620064,0.0001502888,0.00046826023,0.00017417542,0.000021440745,0.00018908149],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99593323,0.0011122997,0.0012517701,0.00062255794,0.0004740534,0.00060607604],"domain_scores_gemma":[0.9952557,0.0022163314,0.0009885505,0.0006305623,0.00023542046,0.00067341846],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029253631,0.00031909274,0.0039324462,0.00081640016,0.00017367315,0.000011713041,0.00009067512,0.00023021038,0.000031765176],"category_scores_gemma":[0.00054363086,0.0002722359,0.0009266181,0.0010906787,0.00041480135,0.00009957682,0.0000742436,0.00054112985,0.0000016664358],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.85126877,0.0017929934,0.051778845,0.017177952,0.00085511414,0.0000021983458,0.004122085,0.0000014841853,0.00043414548,0.00034978153,0.0005624206,0.071654215],"study_design_scores_gemma":[0.29442847,0.0012348352,0.69938475,0.00030522989,0.0024915272,0.0000015035155,0.00092718325,0.0003413595,0.0003517128,0.000111999354,0.00026925618,0.00015213761],"about_ca_topic_score_codex":0.0016747747,"about_ca_topic_score_gemma":0.000033429544,"teacher_disagreement_score":0.64760596,"about_ca_system_score_codex":0.0003226177,"about_ca_system_score_gemma":0.0021741453,"threshold_uncertainty_score":0.999973},"labels":[],"label_agreement":null},{"id":"W7163644060","doi":"10.2196/80332","title":"Identifying Symptom Dynamics and Profiles of Subgroups at Risk for Major Depression and Suicidal Ideation Among Korean Adults: 2-Week Ecological Momentary Assessment Study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Depression (economics); Suicidal ideation; Dynamics (music); Social ecological model; Poison control; Suicide prevention","score_opus":0.048764641855567066,"score_gpt":0.4461970034767374,"score_spread":0.39743236162117035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163644060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99099016,0.0008450146,0.00064824795,0.00054661103,0.00027188676,0.0062119127,0.00018240775,0.000046452325,0.00025732163],"genre_scores_gemma":[0.99652123,0.00072219095,0.0009047254,0.00018943775,0.000051889143,0.0011868154,0.0001366396,0.000019849109,0.00026719182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967562,0.00065596495,0.0008365814,0.0007866903,0.00029575534,0.00066879817],"domain_scores_gemma":[0.9980321,0.0006589033,0.00042585173,0.00033896757,0.000088512126,0.0004556663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019135686,0.00023031938,0.0004858753,0.00026573587,0.00066798826,0.000036824928,0.00013332699,0.0001903688,0.000051240244],"category_scores_gemma":[0.00006549315,0.000202251,0.000036372614,0.00018353773,0.00018106468,0.00012664039,0.00031819945,0.0004263487,0.0000010838341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012652439,0.0009803779,0.946345,0.0036984782,0.000044744742,0.0000037709476,0.002069721,8.741676e-7,0.000008191881,0.0017474308,0.00019770977,0.04363851],"study_design_scores_gemma":[0.004195976,0.0020835684,0.98227257,0.00017144809,0.000064694985,0.0000048291517,0.0074412185,0.0027497231,0.000014823232,0.00085830333,0.000016347814,0.0001265119],"about_ca_topic_score_codex":0.004725625,"about_ca_topic_score_gemma":0.0058126342,"teacher_disagreement_score":0.043511998,"about_ca_system_score_codex":0.00054345705,"about_ca_system_score_gemma":0.00016404562,"threshold_uncertainty_score":0.82475567},"labels":[],"label_agreement":null},{"id":"W7164015896","doi":"10.2196/88880","title":"Patient-Reported and Technology-Assisted Monitoring in Orthotic Management of Adolescent with Idiopathic Scoliosis: Scoping Review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Telehealth; MEDLINE; Telemedicine; Health care; Orthotics","score_opus":0.04774548548450291,"score_gpt":0.38703378345368433,"score_spread":0.3392882979691814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164015896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7759,0.21794292,0.0000062230006,0.0027648332,0.000051930656,0.0031852273,5.477282e-7,0.000043181746,0.00010515136],"genre_scores_gemma":[0.87899464,0.11947592,0.00031035984,0.00053807866,0.0000079981755,0.0006568322,0.0000010587542,0.00001134018,0.0000037444333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980615,0.0000631982,0.00082160527,0.0004700146,0.0002212972,0.00036238853],"domain_scores_gemma":[0.9989873,0.00001269446,0.0003177031,0.0003787838,0.00010272391,0.00020075266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004059459,0.00019631565,0.00072086096,0.0004390219,0.00009235691,0.000009062932,0.000042232205,0.00008907447,0.0000013046206],"category_scores_gemma":[0.00002733038,0.00015397003,0.000029848145,0.0010474069,0.00007474368,0.00004087479,0.00007727873,0.00022762259,5.7209604e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001602687,0.00063610665,0.8042092,0.12915276,0.000065611624,0.00009324583,0.000074701835,5.155938e-7,0.0000071395693,0.00017892603,0.000008510188,0.065413035],"study_design_scores_gemma":[0.0016048638,0.0003880072,0.6179506,0.37930578,0.00023406034,0.000034818353,0.00025586004,0.00000435518,0.00013835737,0.000014574857,0.000005389261,0.00006331973],"about_ca_topic_score_codex":0.00006824051,"about_ca_topic_score_gemma":0.000038736667,"teacher_disagreement_score":0.250153,"about_ca_system_score_codex":0.00019177193,"about_ca_system_score_gemma":0.00038500666,"threshold_uncertainty_score":0.6278716},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W7164532926","doi":"10.2196/87324","title":"The representation of different populations in studies assessing the validity of consumer wearable PPG-based measurements: scoping review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable computer; Representation (politics); Wearable technology; mHealth; Context (archaeology); Identification (biology)","score_opus":0.4615047913339435,"score_gpt":0.5579358243821204,"score_spread":0.0964310330481769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164532926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385148,0.038485076,0.00019736281,0.01998637,0.00012627772,0.0023995866,0.0000028869986,0.000013605584,0.00027400538],"genre_scores_gemma":[0.9608368,0.037749875,0.000083796855,0.0011797162,0.000017997929,0.00011196781,0.0000036056854,0.000004135789,0.000012086006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980619,0.0005487204,0.00069789856,0.00019212032,0.00027295668,0.00022642255],"domain_scores_gemma":[0.99820113,0.00085347955,0.00037760322,0.00031501756,0.00017337942,0.00007936388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014704709,0.000094856434,0.0005924227,0.00006215297,0.0003241088,0.00000802725,0.000060117705,0.00003352158,0.0000026961175],"category_scores_gemma":[0.0006412199,0.000053723554,0.000055039323,0.0003668678,0.00014986488,0.00006463574,0.000034058387,0.00024561264,3.3727093e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026952676,0.0014547877,0.79225636,0.15800571,0.00007219172,6.29785e-7,0.00080686144,0.000035271132,0.00030217256,0.0024589018,0.00081826077,0.04351936],"study_design_scores_gemma":[0.001266097,0.0002129674,0.9252004,0.06915696,0.00016219296,8.259714e-7,0.00049713213,0.00043766398,0.00065294426,0.0023105207,0.00004024504,0.000062068495],"about_ca_topic_score_codex":0.00037787147,"about_ca_topic_score_gemma":0.000561451,"teacher_disagreement_score":0.13294405,"about_ca_system_score_codex":0.00013436086,"about_ca_system_score_gemma":0.000751489,"threshold_uncertainty_score":0.24928157},"labels":[],"label_agreement":null},{"id":"W7164835344","doi":"10.2196/81829","title":"Frontline Health Workers’ Perspectives of the WHO skin NTD app in Kenya – a Qualitative Study on AI-embedded mHealth Implementation (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Qualitative research; Digital health; Telemedicine; Health care; Focus group","score_opus":0.06791727579913001,"score_gpt":0.5463604497042678,"score_spread":0.4784431739051378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164835344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9218764,0.0027144002,0.0004256094,0.046996806,0.0006285255,0.02499062,0.0001859421,0.00016963316,0.0020120908],"genre_scores_gemma":[0.969541,0.0020771623,0.0002764751,0.016663844,0.0002165329,0.010350187,0.00005584523,0.000061406456,0.00075754384],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9854347,0.006525701,0.003678323,0.0014418544,0.0007794541,0.0021399683],"domain_scores_gemma":[0.99334085,0.00167986,0.0020378449,0.0014387541,0.00044212575,0.0010605846],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008174208,0.00058350357,0.0015477762,0.0008760358,0.0024127115,0.000019836365,0.0005726548,0.0003503858,0.00013164409],"category_scores_gemma":[0.00030731363,0.00047229213,0.00015087858,0.0022333707,0.0002672996,0.00017607179,0.00028925337,0.0025100333,0.000034441113],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017724037,0.0027504794,0.3246139,0.008535043,0.000058641257,0.0000013253234,0.5272484,0.00003543491,0.0000034879934,0.0407132,0.045529272,0.0487384],"study_design_scores_gemma":[0.004664193,0.0008575727,0.5528325,0.00077552034,0.000023423601,6.8490795e-7,0.43405256,0.00006772038,0.0000025958016,0.0015689878,0.0049720895,0.00018215823],"about_ca_topic_score_codex":0.014480503,"about_ca_topic_score_gemma":0.017984558,"teacher_disagreement_score":0.2282186,"about_ca_system_score_codex":0.0021406272,"about_ca_system_score_gemma":0.010278021,"threshold_uncertainty_score":0.9999347},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W7164933446","doi":"10.2196/81260","title":"Patient Acceptance and Barriers to IoT Utilization in Healthcare: A Systematic Literature Review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Systematic review; mHealth; Internet of Things; Mobile device; MEDLINE","score_opus":0.04814610337517829,"score_gpt":0.45378026702723995,"score_spread":0.4056341636520617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164933446","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16768378,0.56500703,0.00067955744,0.20058262,0.0013686983,0.06202076,0.00018528207,0.0004087602,0.0020635289],"genre_scores_gemma":[0.46420908,0.3132909,0.0007365743,0.1890904,0.00010474357,0.03206422,0.000058724112,0.00004535318,0.00040000776],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9928904,0.0017028903,0.0025289236,0.001048738,0.00035386736,0.0014751873],"domain_scores_gemma":[0.9947577,0.0006479055,0.0006753048,0.0008809237,0.0003570178,0.002681128],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00289545,0.00040124689,0.0012384601,0.00061595294,0.00144505,0.000026850841,0.00021375406,0.00040386917,0.00005433497],"category_scores_gemma":[0.001336103,0.00036188253,0.0000520129,0.0021979485,0.00006574582,0.00012018831,0.00019527512,0.0013457788,0.00004366279],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020068459,0.00008471829,0.040194754,0.87066305,0.000007680087,0.0000048599404,0.003909379,0.000002183738,0.000001999301,0.031879656,0.017573023,0.035478022],"study_design_scores_gemma":[0.003986178,0.000887108,0.27412626,0.5595315,0.00015086948,0.000037511898,0.0043309275,0.0006514864,0.0000034678412,0.0041888375,0.1511512,0.0009546217],"about_ca_topic_score_codex":0.00043286476,"about_ca_topic_score_gemma":0.0013137085,"teacher_disagreement_score":0.3111315,"about_ca_system_score_codex":0.0007049087,"about_ca_system_score_gemma":0.0031960397,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W7165123930","doi":"10.2196/90422","title":"Effects of Remote, Virtual, or Hybrid Cardiac Rehabilitation Supported by mHealth in Patients With Heart Failure: A Systematic Review and Meta-Analysis (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Cardiac Health and Mental Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Rehabilitation; Telemedicine; MEDLINE; Digital health; Telehealth","score_opus":0.016068321572309804,"score_gpt":0.35198344659845904,"score_spread":0.33591512502614923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165123930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9172957,0.046169676,0.00011409041,0.015668511,0.000088872075,0.020304596,0.00023350984,0.00007347172,0.000051580137],"genre_scores_gemma":[0.9761748,0.008979116,0.0014697216,0.012164726,0.000013654202,0.0007067775,0.00022194858,0.00003580687,0.00023350479],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.99463326,0.0011490239,0.001957163,0.000858496,0.0005990881,0.0008029645],"domain_scores_gemma":[0.9961858,0.0010452699,0.0006695404,0.0007222017,0.00027171534,0.0011054663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027819432,0.00041661868,0.0049945666,0.0006667317,0.00017245363,0.000013676771,0.00007941593,0.00013012848,0.000017494238],"category_scores_gemma":[0.00055140484,0.00028412152,0.00038041626,0.0016898821,0.00012911503,0.00012141617,0.00005330981,0.0004748217,0.0000025593758],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012462296,0.00057775434,0.03891895,0.95062184,0.0028390994,0.0000026482057,0.00031652208,4.2716943e-7,0.0000028692282,0.00003830788,0.005012515,0.00042280767],"study_design_scores_gemma":[0.007605569,0.008042695,0.7058903,0.016363373,0.2603255,0.000017797025,0.00045367825,0.00005037006,0.00004428066,0.000037109417,0.0006865073,0.0004828039],"about_ca_topic_score_codex":0.001508955,"about_ca_topic_score_gemma":0.00019869755,"teacher_disagreement_score":0.9342585,"about_ca_system_score_codex":0.00044413857,"about_ca_system_score_gemma":0.0014833692,"threshold_uncertainty_score":0.9999611},"labels":[],"label_agreement":null},{"id":"W7165153846","doi":"10.2196/88223","title":"Week-Ahead Prediction of High-Risk Drinking Episodes Among Young Adults Using Wearable Biosignals and Psychological Vulnerabilities: Prospective Observational Machine Learning Study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Young adult; Wearable computer; Observational study; Wearable technology; mHealth","score_opus":0.08841616365364124,"score_gpt":0.4147743993865321,"score_spread":0.32635823573289086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165153846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930042,0.0012730263,0.00062735303,0.00034131817,0.00072695035,0.0026267993,0.00014106887,0.00013785163,0.0011214261],"genre_scores_gemma":[0.99819255,0.000097855554,0.00051290507,0.00013286786,0.00007601687,0.0004247878,0.000030130119,0.000023228202,0.00050968904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962744,0.00080797693,0.0011963389,0.0008630375,0.0002811811,0.00057705893],"domain_scores_gemma":[0.99821305,0.00040639675,0.0005975143,0.00031342809,0.0001540026,0.00031560738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016120902,0.00026545752,0.0005367787,0.0003176016,0.0007290475,0.00005394249,0.00013448363,0.00017989626,0.00008635241],"category_scores_gemma":[0.00021832422,0.00025427376,0.00006766365,0.0004758298,0.00026701353,0.0002762027,0.00012541827,0.0007374808,0.000003861228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008348681,0.0023568287,0.975834,0.000938743,0.000057971287,0.000002694182,0.004355091,0.000060449067,0.000004640451,0.006006024,0.000051507366,0.009497181],"study_design_scores_gemma":[0.002541509,0.004098762,0.97779304,0.0005814329,0.00005742482,0.000016579737,0.004670921,0.0022689076,0.000009265827,0.007806182,0.000021210506,0.00013475027],"about_ca_topic_score_codex":0.015502452,"about_ca_topic_score_gemma":0.0011874122,"teacher_disagreement_score":0.01431504,"about_ca_system_score_codex":0.00028583428,"about_ca_system_score_gemma":0.00011353224,"threshold_uncertainty_score":0.99999094},"labels":[],"label_agreement":null},{"id":"W7165203577","doi":"10.2196/85575","title":"User-Reported Issues with Mental Health Apps: A Machine-Assisted Topic Analysis of Social Media Posts (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mental Health via Writing","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Mental health; mHealth; Content analysis; Health communication; Psychological intervention; Public health","score_opus":0.05162045922553199,"score_gpt":0.4460344061951412,"score_spread":0.3944139469696092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165203577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729758,0.0038582883,0.00010770675,0.016435008,0.0004996248,0.0015400392,0.00022772273,0.0001560955,0.004199747],"genre_scores_gemma":[0.9929851,0.00033232488,0.0007638373,0.004272602,0.00010531375,0.00017010246,0.00038600812,0.000030942985,0.00095372816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954205,0.00064561225,0.0015893346,0.0008536953,0.00046633542,0.0010245248],"domain_scores_gemma":[0.99746305,0.00025964493,0.0010171543,0.00056009967,0.00012014151,0.0005799381],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014092398,0.00034286748,0.0012478826,0.0008835641,0.00062735885,0.000026023126,0.00022946767,0.00020895553,0.00042146232],"category_scores_gemma":[0.00003826471,0.00031238416,0.00013433589,0.0019478572,0.00018330042,0.00008189865,0.00010348155,0.0004930889,0.000010804625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003561985,0.0023543057,0.5736515,0.0077210986,0.0024790217,0.00005039883,0.077172525,0.0000033859326,0.00004519102,0.039901543,0.016630948,0.27642807],"study_design_scores_gemma":[0.0023760037,0.00044107254,0.9836402,0.00019388938,0.0003379893,0.00002398637,0.006542434,0.000139694,0.000007817915,0.000079344536,0.0060059438,0.00021163965],"about_ca_topic_score_codex":0.006993888,"about_ca_topic_score_gemma":0.0068639056,"teacher_disagreement_score":0.40998867,"about_ca_system_score_codex":0.00042349295,"about_ca_system_score_gemma":0.0007862814,"threshold_uncertainty_score":0.9999328},"labels":[],"label_agreement":null},{"id":"W7165528464","doi":"10.2196/85658","title":"Adoption of app-based peer support by Canadian healthcare providers: A mixed-methods organizational implementation study (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; mHealth; Peer review; Government (linguistics); Qualitative research; Peer support","score_opus":0.07454432882214314,"score_gpt":0.5047610382423066,"score_spread":0.43021670942016343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165528464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8953758,0.0003484595,0.0006956147,0.09213083,0.002722286,0.008018578,0.000113284106,0.00011056125,0.0004845759],"genre_scores_gemma":[0.9925804,0.00015496802,0.002579325,0.0028553961,0.00022231534,0.0011834287,0.0003252343,0.000018325709,0.000080606456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959471,0.0015260578,0.00078576856,0.00044760457,0.0005906157,0.00070283766],"domain_scores_gemma":[0.99678975,0.0009249086,0.00039422393,0.0002268137,0.00079604593,0.0008682809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044896244,0.00015652645,0.00031606268,0.0004004871,0.001125356,0.000052270825,0.00017896143,0.00018961295,0.0001746342],"category_scores_gemma":[0.001483549,0.00018185457,0.000030666914,0.0011883582,0.00015279793,0.00017553021,0.000021541857,0.0002586237,0.000006890364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057965324,0.00037430614,0.72954166,0.0015388387,0.000014043393,4.7136172e-7,0.06425853,0.000002134271,0.000008894435,0.008198293,0.017703278,0.1783016],"study_design_scores_gemma":[0.0012561124,0.0005482059,0.8192544,0.00006689089,0.00004720207,3.2464558e-7,0.13144338,0.00002556516,0.000045027402,0.0010741813,0.046037585,0.00020109981],"about_ca_topic_score_codex":0.54894316,"about_ca_topic_score_gemma":0.6126515,"teacher_disagreement_score":0.1781005,"about_ca_system_score_codex":0.0015149787,"about_ca_system_score_gemma":0.024047561,"threshold_uncertainty_score":0.9814852},"labels":[],"label_agreement":null},{"id":"W7165744589","doi":"10.2196/85197","title":"Barriers and Enablers to Integrating Patient-Generated Health Data in Shared Decision-Making from Health Care Professional and Patient Perspectives: Scoping Review (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; mHealth; Health data; eHealth; Data collection; Telehealth; Health professionals","score_opus":0.06751978593480697,"score_gpt":0.4941976116956978,"score_spread":0.42667782576089086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165744589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5343459,0.40660098,0.0005459333,0.037513435,0.001327205,0.018522223,0.0006925395,0.00019348307,0.00025826914],"genre_scores_gemma":[0.8434273,0.06573561,0.007819778,0.08048019,0.00019716143,0.0018908874,0.0003239819,0.00009691075,0.000028192128],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98728776,0.0039600385,0.0035583838,0.0022220884,0.0006348938,0.0023368336],"domain_scores_gemma":[0.9926593,0.00212067,0.0014363031,0.0012901278,0.0003721966,0.0021214203],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0043242434,0.0006068617,0.001884402,0.0006633058,0.0028846145,0.00006217867,0.00044279013,0.00033665806,0.00009584056],"category_scores_gemma":[0.0025142373,0.0005479715,0.000043579337,0.001239973,0.00010439735,0.00039242342,0.0010976236,0.0021379057,0.000009149373],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069259695,0.00012809345,0.060707603,0.10976266,0.000041120795,0.000009517831,0.19589204,0.000008042558,0.0000046087425,0.0007698296,0.025868194,0.6061157],"study_design_scores_gemma":[0.0035208121,0.0018242085,0.047925826,0.6101686,0.000037562426,0.000013292568,0.32159686,0.0014215538,0.000001039375,0.00038038185,0.012168188,0.0009416866],"about_ca_topic_score_codex":0.015004713,"about_ca_topic_score_gemma":0.03251919,"teacher_disagreement_score":0.605174,"about_ca_system_score_codex":0.00334747,"about_ca_system_score_gemma":0.022730898,"threshold_uncertainty_score":0.9996972},"labels":[],"label_agreement":null},{"id":"W7165765141","doi":"10.2196/88237","title":"An Information-Driven Approach for the Early Health Technology Sustainability Assessment and the Frugal Design of the Internet of Medical Things: An Exploratory Study of Wearable Activity Monitoring Devices (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wearable technology; Wearable computer; Exploratory research; Empirical research; The Internet; Sustainability; mHealth; Energy consumption; Digital health","score_opus":0.029154017578008565,"score_gpt":0.35266606430671815,"score_spread":0.3235120467287096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165765141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913186,0.0005467633,0.08200117,0.0010813494,0.00011271066,0.0030056017,0.0000038276503,0.00005094155,0.00001164445],"genre_scores_gemma":[0.9982356,0.00030304526,0.0008849766,0.000057716323,0.000025961543,0.0004811742,9.767281e-7,0.000009837175,7.171253e-7],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99799484,0.0005372005,0.00063397817,0.00019073981,0.00033847298,0.00030478576],"domain_scores_gemma":[0.9983389,0.0004920643,0.00034229853,0.0005494708,0.00016251174,0.000114764334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038943826,0.0001449719,0.0004322257,0.00011328107,0.00025011183,0.000026747715,0.00050259905,0.0001389197,6.010973e-7],"category_scores_gemma":[0.00007640474,0.00008442048,0.000028166703,0.0003379949,0.00029489474,0.00039173127,0.00015808582,0.0005270359,1.4472322e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001270468,0.00163003,0.49021104,0.017629577,0.0003129286,2.562858e-7,0.13703148,0.102011986,0.00001525929,0.012835305,0.000109993656,0.2369417],"study_design_scores_gemma":[0.0017207374,0.00072935346,0.3372107,0.0001840382,0.000037261805,0.0000010460775,0.049571685,0.60995543,0.000053666216,0.0004416785,0.000013449162,0.00008093732],"about_ca_topic_score_codex":0.0011462399,"about_ca_topic_score_gemma":0.00014677289,"teacher_disagreement_score":0.50794345,"about_ca_system_score_codex":0.0001742969,"about_ca_system_score_gemma":0.00083068735,"threshold_uncertainty_score":0.34425673},"labels":[],"label_agreement":null},{"id":"W7165960487","doi":"10.2196/56497","title":"Feasibility and Preliminary Efficacy of a “Sit Less” Program Leveraging Fitbit Tracking and Tailored Text Messages in Cardiometabolic Disease: Findings from Two Parallel Randomized Controlled Trials in Coronary Artery Disease and Type 2 Diabetes (Preprint)","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Coronary artery disease; mHealth; Tracking (education); Coronary heart disease; Arterial disease; Disease","score_opus":0.08976426058383226,"score_gpt":0.4582747073698474,"score_spread":0.36851044678601513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7165960487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94163007,0.04048347,0.000049669565,0.002610234,0.00021155196,0.014780233,0.00011059616,0.000073807525,0.000050378967],"genre_scores_gemma":[0.98740685,0.008640977,0.00042986177,0.0014746813,0.00007014095,0.0018025785,0.00011983234,0.000018187797,0.000036899666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98649144,0.0069443,0.004607733,0.0008145341,0.00029586724,0.0008461531],"domain_scores_gemma":[0.986973,0.010202214,0.0012973205,0.00046302317,0.00017961345,0.00088484254],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.018503236,0.00040560728,0.0040649413,0.0006417406,0.0005437238,0.00007407109,0.00013789147,0.00020854223,0.000028708893],"category_scores_gemma":[0.0073372275,0.00031155907,0.00016691747,0.00053430925,0.00034253605,0.0006775868,0.00022523073,0.00085356314,9.627361e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1255413,0.0002672354,0.800555,0.007145705,0.00006471241,0.0000038243525,0.005242049,0.000014634663,0.0000026279001,0.00025139787,0.000042487558,0.06086903],"study_design_scores_gemma":[0.14990458,0.000085399326,0.8366738,0.0015569116,0.00021260427,3.4388523e-7,0.00095411943,0.008211648,4.5252128e-7,0.0021387998,0.00008004062,0.00018133278],"about_ca_topic_score_codex":0.00063196826,"about_ca_topic_score_gemma":0.00011067198,"teacher_disagreement_score":0.0606877,"about_ca_system_score_codex":0.00017859925,"about_ca_system_score_gemma":0.001358603,"threshold_uncertainty_score":0.99993366},"labels":[],"label_agreement":null},{"id":"W833140745","doi":"10.2196/mhealth.3437","title":"Uptake and Acceptability of Information and Communication Technology in a Community-Based Cohort of People Who Inject Drugs: Implications for Mobile Health Interventions","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institutes of Health","keywords":"Mobile phone; The Internet; Psychological intervention; Medicine; Phone; Cohort; Health care; mHealth; Internet privacy; Family medicine; Psychology; Nursing; World Wide Web","score_opus":0.07908821677840173,"score_gpt":0.47788146633431217,"score_spread":0.39879324955591045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W833140745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96584433,0.0045269285,0.0020365757,0.011995259,0.00007060406,0.0145307835,0.00067593355,0.000092071394,0.00022749076],"genre_scores_gemma":[0.9645168,0.0041229953,0.006192478,0.0016113699,0.000017525295,0.023015045,0.0004936137,0.00002164073,0.0000084879575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949739,0.0012304467,0.0026140844,0.00029999067,0.00016995704,0.00071160914],"domain_scores_gemma":[0.994753,0.001195824,0.0017324366,0.00092733005,0.000633781,0.0007576383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068061817,0.00022510074,0.0010093375,0.0007843885,0.0011594648,0.000009490148,0.00026636096,0.00033756634,0.00000905913],"category_scores_gemma":[0.00045908216,0.00023050254,0.00005715633,0.00097501714,0.00036105068,0.00029325657,0.00019615854,0.00096131716,0.0000014097574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003216693,0.00053568726,0.7804257,0.032881327,0.000011118177,8.585278e-9,0.020398602,0.000017407749,0.0000020811012,0.027856752,0.0012621,0.1362875],"study_design_scores_gemma":[0.0036714233,0.0014834071,0.9486839,0.0006239498,0.000031340067,0.0000020429704,0.023791367,0.0005945517,0.0000023935338,0.009064253,0.011894562,0.00015678968],"about_ca_topic_score_codex":0.006945255,"about_ca_topic_score_gemma":0.0046539083,"teacher_disagreement_score":0.16825818,"about_ca_system_score_codex":0.00037250173,"about_ca_system_score_gemma":0.0031597211,"threshold_uncertainty_score":0.9996676},"labels":[],"label_agreement":null}]}