{"meta":{"query_hash":"eefbc3c7a5c9","filters":{"venue":"JMIR Neurotechnology"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/eefbc3c7a5c9","api":"https://metacan.xera.ac/api/v1/cohort?venue=JMIR+Neurotechnology"},"results":[{"id":"W4313296150","doi":"10.2196/37944","title":"Remote Testing Apps for Multiple Sclerosis Patients: Scoping Review of Published Articles and Systematic Search and Review of Public Smartphone Apps","year":2022,"lang":"en","type":"review","venue":"JMIR Neurotechnology","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dr. Georges-L.-Dumont University Hospital Centre; Université de Moncton; Collège Communautaire du Nouveau-Brunswick; Dalhousie University","funders":"","keywords":"CINAHL; MEDLINE; Medicine; Systematic review; App store; Smartphone application; Randomized controlled trial; World Wide Web; Psychological intervention; Computer science; Multimedia; Psychiatry; Pathology","score_opus":0.26225914414690105,"score_gpt":0.38876165992519235,"score_spread":0.1265025157782913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313296150","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000222425,0.9712771,0.000041270574,0.00090678624,0.00005867786,0.027232742,0.00011090552,0.00012513681,0.000024948667],"genre_scores_gemma":[0.00009996841,0.9933834,0.0016848837,0.00022406499,0.000022190963,0.00437385,0.00009401438,0.00010535907,0.000012233401],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936117,0.0010671766,0.0027225022,0.0010207008,0.0008661866,0.00071176165],"domain_scores_gemma":[0.991919,0.00418369,0.001424843,0.0013550898,0.00091794826,0.00019942614],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030066634,0.0005697279,0.0061001363,0.00093928573,0.00019841071,0.000033284286,0.00053378684,0.0003126434,0.000053481624],"category_scores_gemma":[0.06962787,0.00044505866,0.00042070958,0.0022503994,0.0006207014,0.00014877772,0.0015042351,0.0010192465,0.0000022214974],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052402224,0.00008525548,0.00004628477,0.57620436,0.00011557757,0.0000017609001,0.000008573102,7.005967e-9,0.000022644315,0.0000055641317,0.000116580195,0.42338812],"study_design_scores_gemma":[0.0009858077,0.0007030759,0.00008801209,0.9840843,0.00079781417,0.00005992567,0.000030111107,0.00007033761,0.000017030436,0.000005195245,0.012896611,0.00026177862],"about_ca_topic_score_codex":0.000028731252,"about_ca_topic_score_gemma":0.0000068813397,"teacher_disagreement_score":0.42312637,"about_ca_system_score_codex":0.00014241437,"about_ca_system_score_gemma":0.00040776024,"threshold_uncertainty_score":0.99980015},"labels":[],"label_agreement":null},{"id":"W4379912148","doi":"10.2196/46021","title":"A Semantic Relatedness Model for the Automatic Cluster Analysis of Phonematic and Semantic Verbal Fluency Tasks Performed by People With Parkinson Disease: Prospective Multicenter Study","year":2023,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Neurobiology of Language and Bilingualism","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Sächsische Aufbaubank; Bundesministerium für Gesundheit; Bundesministerium für Bildung und Forschung","keywords":"Verbal fluency test; Cognition; Latent semantic analysis; Computer science; Fluency; Natural language processing; Semantic memory; Artificial intelligence; Neuropsychology; Psychology","score_opus":0.014310352050026027,"score_gpt":0.2825652966793053,"score_spread":0.2682549446292793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379912148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935281,0.00004905408,0.000599589,0.0013697078,0.000078031146,0.0039447537,0.00006817886,0.00035985568,0.000002729005],"genre_scores_gemma":[0.9982247,0.000031426578,0.000029999333,0.00034776752,0.0000076107026,0.0011469517,0.000009149532,0.000039960145,0.00016244079],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99789685,0.00017902236,0.0004272771,0.00079926645,0.00024166328,0.00045592344],"domain_scores_gemma":[0.9981188,0.00080631545,0.00025776998,0.0006989572,0.000055701643,0.00006244757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022736007,0.00028725172,0.0005583087,0.00048216627,0.0002925174,0.000032267402,0.0004565406,0.00013725457,0.000009111159],"category_scores_gemma":[0.00047768446,0.00018188308,0.00011874656,0.0017627891,0.00041127024,0.00010711692,0.00022486213,0.00034592586,0.000007648244],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047029597,0.007468543,0.3875639,0.003689042,0.0036379576,0.0021156734,0.10146918,0.025223287,0.45710123,0.0003176183,0.0017715978,0.004938995],"study_design_scores_gemma":[0.001959695,0.0006408725,0.03951884,0.000040116844,0.0013604938,0.000038758513,0.0011056822,0.9512224,0.0036994275,0.00016135594,0.000010245413,0.00024207069],"about_ca_topic_score_codex":0.000020868405,"about_ca_topic_score_gemma":0.000121304736,"teacher_disagreement_score":0.92599916,"about_ca_system_score_codex":0.000019082097,"about_ca_system_score_gemma":0.000039113176,"threshold_uncertainty_score":0.74169767},"labels":[],"label_agreement":null},{"id":"W4387810005","doi":"10.2196/45828","title":"Connect Brain, a Mobile App for Studying Depth Perception in Angiography Visualization: Gamification Study","year":2023,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Visualization; Computer science; Human–computer interaction; Rendering (computer graphics); Perception; Context (archaeology); Creative visualization; Mobile device; Multimedia; Android (operating system); Volume rendering; Data science; World Wide Web; Artificial intelligence; Psychology","score_opus":0.042129673230064925,"score_gpt":0.3600946178990866,"score_spread":0.31796494466902164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387810005","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4476583,0.000017922435,0.5459985,0.0013842914,0.0001878522,0.0028152636,0.000007667465,0.0018961586,0.00003400649],"genre_scores_gemma":[0.99744695,0.00001711249,0.00056091684,0.00042573106,0.000024974628,0.0013645155,0.00006808294,0.000020689316,0.00007102136],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99850684,0.00011984484,0.00033515075,0.00057494687,0.0001803765,0.00028285896],"domain_scores_gemma":[0.9990309,0.00012682349,0.00011496447,0.0005997303,0.000093490446,0.000034116885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003803292,0.00014091517,0.00018795827,0.001286517,0.0001348286,0.000101171034,0.00067963335,0.00011728852,0.0000052908435],"category_scores_gemma":[0.00012167882,0.00015103017,0.00008077431,0.0040840134,0.000045816898,0.0002905741,0.00023007976,0.00011216062,0.0000533399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012253625,0.006987919,0.19347073,0.0003760255,0.00024821685,0.00019590174,0.022822771,0.0068217837,0.039541587,0.3394202,0.04009775,0.34989458],"study_design_scores_gemma":[0.0033251126,0.0025773512,0.17378046,0.000035229452,0.000025621232,0.000018733273,0.0070556886,0.78352296,0.00045341588,0.003940199,0.02454781,0.00071741303],"about_ca_topic_score_codex":0.000005951663,"about_ca_topic_score_gemma":0.000041738836,"teacher_disagreement_score":0.77670115,"about_ca_system_score_codex":0.000025958827,"about_ca_system_score_gemma":0.000022512366,"threshold_uncertainty_score":0.6158832},"labels":[],"label_agreement":null},{"id":"W4398197769","doi":"10.2196/51822","title":"Direct Clinical Applications of Natural Language Processing in Common Neurological Disorders: Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Neurotechnology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Natural (archaeology); Computer science; Medicine; Natural language processing; Biology","score_opus":0.220428158621056,"score_gpt":0.5821205361244426,"score_spread":0.36169237750338656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398197769","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016670735,0.9915649,0.000011656268,0.002011546,0.000264913,0.00560738,0.000004614088,0.0002157618,0.00015250471],"genre_scores_gemma":[0.0030080164,0.99386597,0.000063844695,0.0004951942,0.00017126421,0.002255644,0.00005394299,0.000045691773,0.000040419905],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969403,0.0002657202,0.0017495896,0.0006188079,0.0001392788,0.00028630003],"domain_scores_gemma":[0.9985692,0.00030388648,0.000440123,0.0005820984,0.00004718991,0.000057493486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042881904,0.00027636703,0.002089637,0.00043080718,0.000040129784,0.000008833683,0.0002914947,0.0007091446,0.00001878951],"category_scores_gemma":[0.00038982768,0.00020674522,0.00035964814,0.001279881,0.00025520098,0.000033378656,0.00013759888,0.002118548,0.00008110152],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000491023,0.00012243244,0.000056834346,0.16968745,0.0000057796874,0.000022839813,0.000018099927,2.2344564e-8,4.8023287e-7,0.000022164397,0.00009237506,0.8299666],"study_design_scores_gemma":[0.0000399987,0.00056900433,0.000025222243,0.5545912,0.00083242997,0.00025293234,0.000050225783,0.00007585,0.0000053405515,0.00020686857,0.4430237,0.0003272558],"about_ca_topic_score_codex":0.00002872428,"about_ca_topic_score_gemma":0.000114612456,"teacher_disagreement_score":0.8296394,"about_ca_system_score_codex":0.00003766225,"about_ca_system_score_gemma":0.00046298074,"threshold_uncertainty_score":0.92041546},"labels":[],"label_agreement":null},{"id":"W4399437979","doi":"10.2196/52832","title":"Validity of a Smartphone App to Objectively Monitor Performance Outcomes in Degenerative Cervical Myelopathy: Preliminary Findings From a Longitudinal Observational Study","year":2024,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Cervical and Thoracic Myelopathy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Observational study; Medicine; Physical therapy; Myelopathy; Clinical trial; Physical medicine and rehabilitation; Internal medicine; Psychiatry","score_opus":0.07702146440768676,"score_gpt":0.34497649987156037,"score_spread":0.2679550354638736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399437979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99322027,0.00008379002,0.000252467,0.0041669714,0.00030127107,0.0016181528,0.00005613876,0.00025627046,0.000044663644],"genre_scores_gemma":[0.99796915,0.000012861978,0.00079489197,0.00022280609,0.00010106967,0.0006751714,0.000022207529,0.000033362023,0.0001684682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997955,0.00009910244,0.0005437949,0.0006962694,0.00038014952,0.00032566825],"domain_scores_gemma":[0.9990946,0.00026028586,0.00005755638,0.00037000244,0.000112444366,0.00010511369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021022743,0.00027218089,0.00065141695,0.00048312187,0.00005758848,0.000016857053,0.00023125767,0.00024836475,0.00010866364],"category_scores_gemma":[0.00023941617,0.0002285211,0.00010373984,0.00108132,0.0001046123,0.000112811416,0.00032260487,0.0007292913,0.000095827825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010234674,0.0011421848,0.97231513,0.00015358278,0.00006324979,0.00053531816,0.001275815,0.000020213325,0.008157177,0.00012519825,0.000055461616,0.015133182],"study_design_scores_gemma":[0.0008295389,0.0035242368,0.9800456,0.00013289855,0.0000562736,0.000048584243,0.0002652584,0.0014963218,0.012968175,0.00026716178,0.00018189222,0.00018407083],"about_ca_topic_score_codex":0.00011080851,"about_ca_topic_score_gemma":0.000059655493,"teacher_disagreement_score":0.01494911,"about_ca_system_score_codex":0.00011344894,"about_ca_system_score_gemma":0.00012559802,"threshold_uncertainty_score":0.93188196},"labels":[],"label_agreement":null},{"id":"W4399514209","doi":"10.2196/53038","title":"Technology-Enabled Recreation and Leisure Programs and Activities for Older Adults With Cognitive Impairment: Rapid Scoping Review","year":2024,"lang":"en","type":"review","venue":"JMIR Neurotechnology","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Brock University; International Federation on Ageing; Wilfrid Laurier University; Sinai Health System; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Preprint; Recreation; Cognitive impairment; Psychology; Gerontology; Cognition; Applied psychology; Medicine; Computer science; Political science; World Wide Web","score_opus":0.02910363960800302,"score_gpt":0.37280902713939656,"score_spread":0.34370538753139357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399514209","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002413584,0.96147084,0.0000581858,0.0011608659,0.000044605327,0.03413756,0.000032070777,0.0005808111,0.0001014926],"genre_scores_gemma":[0.0005625549,0.9732481,0.0002098717,0.00009888279,0.00005245743,0.025045004,0.00023670594,0.00013095759,0.00041544944],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971817,0.00012465098,0.00056400214,0.001201517,0.00027442118,0.0006537123],"domain_scores_gemma":[0.9988134,0.00018038109,0.00029818143,0.00036531326,0.00021877837,0.00012393366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032073638,0.00066709885,0.0022084087,0.0010775956,0.00017378233,0.000075758384,0.00013974961,0.0007925425,0.000030139574],"category_scores_gemma":[0.0001510647,0.00046076434,0.00020265859,0.001048728,0.0006563745,0.00011892256,0.00027525984,0.0012312337,0.000012013082],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014536707,0.00013673978,0.000057129168,0.29164934,0.00028289913,0.00012124395,0.00002012968,1.7410652e-10,0.0000019864488,0.000045957022,0.0000780514,0.7074612],"study_design_scores_gemma":[0.0026583602,0.0059842025,0.00003392185,0.89408433,0.0047889478,0.0024441404,0.00029612985,0.0000036308377,0.00006225562,0.000067884255,0.08909383,0.00048235105],"about_ca_topic_score_codex":0.0000017074849,"about_ca_topic_score_gemma":0.0000043341583,"teacher_disagreement_score":0.7069788,"about_ca_system_score_codex":0.000059758997,"about_ca_system_score_gemma":0.00038072816,"threshold_uncertainty_score":0.9997844},"labels":[],"label_agreement":null},{"id":"W4399628854","doi":"10.2196/58398","title":"Smartphone Pupillometry and Machine Learning for Detection of Acute Mild Traumatic Brain Injury: Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Traumatic brain injury; Pupillometry; Glasgow Coma Scale; Medicine; Pupillary light reflex; Emergency department; Concussion; Cohort; Logistic regression; Physical therapy; Poison control; Pupil; Internal medicine; Injury prevention; Surgery; Psychology; Emergency medicine; Psychiatry","score_opus":0.06156150103683816,"score_gpt":0.3731163769355528,"score_spread":0.3115548758987146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399628854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890353,0.00023985041,0.0021719206,0.0036667045,0.00016788443,0.0041033686,0.00002304641,0.0005330273,0.00005888654],"genre_scores_gemma":[0.9978294,0.00004068809,0.0003437949,0.000090810616,0.000039239945,0.00093754113,0.000011287129,0.00006919829,0.00063807785],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99827045,0.00012037109,0.00045073667,0.00051865436,0.0002961199,0.00034365716],"domain_scores_gemma":[0.99889535,0.00045459514,0.00007927555,0.00042203802,0.000068374764,0.000080353886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006590404,0.0002052351,0.00055504567,0.0010587081,0.00009373832,0.000026242278,0.00014551957,0.00025848596,0.000042044583],"category_scores_gemma":[0.000514535,0.00018104746,0.00009457533,0.0010012302,0.00022945309,0.00007005494,0.00012141978,0.0009526636,0.000015384348],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015889799,0.00088249816,0.079290494,0.0025377334,0.0015900759,0.00018711529,0.0010610587,0.0000020842624,0.6289647,0.0003133379,0.0007444173,0.28283748],"study_design_scores_gemma":[0.009176364,0.0442094,0.694505,0.0006329463,0.0014363364,0.0017104086,0.0017367323,0.03341418,0.19897182,0.0017773847,0.011583225,0.0008462416],"about_ca_topic_score_codex":0.00003219079,"about_ca_topic_score_gemma":0.000015882533,"teacher_disagreement_score":0.61521447,"about_ca_system_score_codex":0.00005206585,"about_ca_system_score_gemma":0.000043325348,"threshold_uncertainty_score":0.73829013},"labels":[],"label_agreement":null},{"id":"W4402847909","doi":"10.2196/57661","title":"Investigation of Study Procedures to Estimate Sensitivity and Reliability of a Virtual Physical Assessment Developed for Workplace Concussions: Method-Comparison Feasibility Study","year":2024,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Toronto Rehabilitation Institute; Carleton University; Hamilton Health Sciences; University of Toronto; University Health Network; Ottawa Hospital; Bruyère; University of Ottawa","funders":"","keywords":"Preprint; Reliability (semiconductor); Sensitivity (control systems); Reliability engineering; Engineering; Computer science; Applied psychology; Psychology; World Wide Web; Physics","score_opus":0.1454168150098555,"score_gpt":0.5534310668687498,"score_spread":0.4080142518588943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402847909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737381,0.000005512758,0.012496385,0.0036176236,0.00006582106,0.009684528,0.000015049799,0.0003504952,0.000026533819],"genre_scores_gemma":[0.9825699,8.4523435e-7,0.015964538,0.0000120442455,0.000017721542,0.0013976793,0.0000010246823,0.000016551905,0.000019695672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996456,0.0015765132,0.00047892396,0.0006889284,0.0005181209,0.00028150185],"domain_scores_gemma":[0.9966552,0.0023923644,0.00013005175,0.00041706258,0.0003097326,0.000095588606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004880684,0.00015690892,0.0004999588,0.00027598836,0.00018139236,0.00003899539,0.00027375578,0.00016905612,0.0000018428448],"category_scores_gemma":[0.0051445314,0.00013673778,0.00004624402,0.0010982082,0.0006477959,0.00012394344,0.00036746642,0.00045224573,8.0260634e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070967164,0.0046986807,0.7700216,0.0008393189,0.000102698046,0.00003845054,0.049378406,0.0003398585,0.12159722,0.018444048,0.0006220151,0.033208024],"study_design_scores_gemma":[0.0015081603,0.013254745,0.8169789,0.00031072373,0.00014720048,0.0000063632087,0.057468306,0.020916061,0.0573672,0.031061206,0.0003590322,0.00062211195],"about_ca_topic_score_codex":0.00031931637,"about_ca_topic_score_gemma":0.0011099434,"teacher_disagreement_score":0.064230025,"about_ca_system_score_codex":0.00013589782,"about_ca_system_score_gemma":0.0006648567,"threshold_uncertainty_score":0.6158856},"labels":[],"label_agreement":null},{"id":"W4407192676","doi":"10.2196/67779","title":"A Game-Based Mechatronic Device for Digital Rehabilitation of Hand Function After a Stroke: Design, Prototyping, and Feasibility Study","year":2025,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Preprint; Mechatronics; Rehabilitation; Rapid prototyping; Function (biology); Computer science; Engineering; Physical medicine and rehabilitation; Medicine; Physical therapy; Mechanical engineering; Artificial intelligence; World Wide Web","score_opus":0.019119729039434975,"score_gpt":0.3139050054232097,"score_spread":0.2947852763837747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407192676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9466501,0.00016664703,0.039542295,0.0014011404,0.000101123194,0.011988474,0.000016168757,0.000114696464,0.000019346233],"genre_scores_gemma":[0.9938194,0.0000017056891,0.001695094,0.00012458065,0.000010886212,0.0041887476,0.000005074064,0.000015211466,0.00013930528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987982,0.000090406334,0.00037478254,0.00043689867,0.0001190594,0.00018065967],"domain_scores_gemma":[0.9986777,0.0005800464,0.00010765148,0.00038478375,0.00021422353,0.000035638433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025144382,0.00015072376,0.0003483327,0.00045721387,0.00004856266,0.000020880994,0.000058013422,0.00020321473,0.000008125992],"category_scores_gemma":[0.00095362536,0.0001314909,0.000119651966,0.00031305698,0.0002613372,0.00009025855,0.000035817106,0.00020030422,0.0000014589698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030512873,0.00520812,0.83487356,0.004307374,0.00031787693,0.000007736321,0.00061748415,0.00006030357,0.05042023,0.0008008341,0.00015147275,0.07272212],"study_design_scores_gemma":[0.015388146,0.038548134,0.91941375,0.00040943935,0.00034511008,0.000011237113,0.0015793216,0.0028803109,0.011593932,0.0053007356,0.00425295,0.00027692431],"about_ca_topic_score_codex":0.0000034513266,"about_ca_topic_score_gemma":0.00000990134,"teacher_disagreement_score":0.08454018,"about_ca_system_score_codex":0.00007678925,"about_ca_system_score_gemma":0.00016813417,"threshold_uncertainty_score":0.53620434},"labels":[],"label_agreement":null},{"id":"W4411218481","doi":"10.2196/68369","title":"Experiences of a Neurofeedback-Based Mindfulness Meditation Intervention for Migraine: Qualitative Study","year":2025,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Migraine and Headache Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Preprint; Meditation; Neurofeedback; Mindfulness meditation; Mindfulness; Psychotherapist; Psychology; Intervention (counseling); Migraine; Clinical psychology; Psychiatry; Computer science; Electroencephalography; World Wide Web; History","score_opus":0.030274328383187523,"score_gpt":0.4158965200368235,"score_spread":0.385622191653636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411218481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98387724,0.00009921243,0.0071432525,0.006301351,0.00010584224,0.002248652,0.0000060467546,0.00010646883,0.00011195579],"genre_scores_gemma":[0.9948977,7.11511e-7,0.00025912022,0.00028555506,0.000023891389,0.0037270982,0.000011235865,0.000010842196,0.00078383344],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99882066,0.00013200013,0.0004245772,0.00030862124,0.00013767366,0.00017645434],"domain_scores_gemma":[0.99895746,0.0003744177,0.00015671733,0.00026177094,0.00022838563,0.000021271038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025608417,0.00014057689,0.0004020523,0.0004709338,0.000074700074,0.000003958401,0.00012459047,0.00011803672,0.000021341553],"category_scores_gemma":[0.00091622805,0.00012195302,0.00016307352,0.0005295465,0.00024553353,0.000034772573,0.00004990121,0.00017514937,0.0000017945257],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076289154,0.01251455,0.003938945,0.0050669783,0.0010178485,0.00009763409,0.79060876,0.000009752084,0.023113338,0.01680874,0.09008016,0.049114365],"study_design_scores_gemma":[0.0071642264,0.008334472,0.004033147,0.0002389265,0.00019981129,0.0000050353274,0.884813,0.0003792422,0.08822176,0.00261904,0.0038134942,0.0001778069],"about_ca_topic_score_codex":0.000028244673,"about_ca_topic_score_gemma":0.00007219014,"teacher_disagreement_score":0.09420426,"about_ca_system_score_codex":0.000017102711,"about_ca_system_score_gemma":0.000055621946,"threshold_uncertainty_score":0.49730995},"labels":[],"label_agreement":null},{"id":"W4411697079","doi":"10.2196/69750","title":"Poststroke Neurorehabilitation Using a Soft Robotic Glove Combined With a Virtual Environment: Preliminary Study on Feasibility, Safety, Effects, and User Satisfaction","year":2025,"lang":"en","type":"article","venue":"JMIR Neurotechnology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation; National Research Council Canada; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé; National Research Council Canada; Fonds de recherche du Québec – Nature et technologies; Canadian Institutes of Health Research","keywords":"Neurorehabilitation; Preprint; Physical medicine and rehabilitation; Intervention (counseling); Stroke (engine); Psychology; Training (meteorology); Applied psychology; Physical therapy; Medicine; Rehabilitation; Computer science; Engineering; Nursing; World Wide Web","score_opus":0.010157970170320586,"score_gpt":0.2760724184059269,"score_spread":0.2659144482356063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411697079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889594,0.00003786262,0.00258326,0.002755059,0.00022198464,0.005167735,0.000003891149,0.00022390754,0.000046930836],"genre_scores_gemma":[0.99864423,0.000009544141,0.0005690976,0.00039268035,0.000015762249,0.00015689454,0.0000049995447,0.00003400487,0.00017281137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981316,0.00027225996,0.00036347684,0.0007098167,0.0002549353,0.00026796394],"domain_scores_gemma":[0.9984033,0.00078075606,0.00011648018,0.0005815811,0.000044531487,0.00007336679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013457889,0.0002870159,0.00048183888,0.00054826355,0.00014196859,0.000019113128,0.000078299345,0.00024309647,0.000011741921],"category_scores_gemma":[0.0003078826,0.00023987042,0.00008205012,0.00034931544,0.00033318187,0.00009812628,0.0001223158,0.00054057623,0.000012171752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007947623,0.001720665,0.9571969,0.0003275963,0.00012669816,0.00007750577,0.00029754004,0.0010042305,0.021427259,0.00064866315,0.00003203751,0.009193294],"study_design_scores_gemma":[0.0054880064,0.042626534,0.9484468,0.00016554995,0.00018149933,0.000085743464,0.00076996716,0.001407864,0.00047875041,0.00014432239,0.00004775092,0.0001572306],"about_ca_topic_score_codex":0.0000228793,"about_ca_topic_score_gemma":0.000008214647,"teacher_disagreement_score":0.040905867,"about_ca_system_score_codex":0.00021961941,"about_ca_system_score_gemma":0.00006444905,"threshold_uncertainty_score":0.9781632},"labels":[],"label_agreement":null}]}