{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5580,"total_is_capped":false,"direct_labels_cover":88,"predictions_cover":5580,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"da7d2073d63b","filters":{"venue":"JMIR Research Protocols"}},"results":[{"id":"W2898910479","doi":"10.2196/11072","title":"Acceptance and Resistance of New Digital Technologies in Medicine: Qualitative Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":359,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"eHealth; Resistance (ecology); Qualitative research; Health care; Digital health; Emerging technologies; Health technology; Medicine; Medical education; Family medicine; Nursing; Computer science; Sociology; Political science","authors":[{"name":"Sabur Safi","is_ca":false},{"name":"Thomas Thiessen","is_ca":false},{"name":"Kurt J. G. Schmailzl","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5767623615726978,"gpt":0.6684365439923731,"spread":0.09167418241967529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02223414,0.0004555473,0.0008754043,0.002057537,0.008323647,0.003922378,0.001640417,0.002070221,0.003760184],"category_scores_gemma":[0.02351897,0.0007020934,0.0005283819,0.002169814,0.008149914,0.003998449,0.005184278,0.00243481,0.0004550295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005167483,"about_ca_system_score_gemma":0.004532527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003742203,"about_ca_topic_score_gemma":0.00448697,"domain_scores_codex":[0.9842609,0.01207982,0.0004623086,0.0006495384,0.001003355,0.001544068],"domain_scores_gemma":[0.9668228,0.02668187,0.001977747,0.0005805164,0.001809865,0.002127195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004176174,0.0001242015,0.003787227,0.0002412186,0.000005689948,0.0005661952,0.9888555,0.0000449995,0.0009272478,0.001320182,0.0002974911,0.003788195],"study_design_scores_gemma":[0.000008054482,0.0001032415,0.002057702,0.0002164212,0.000004663601,0.0002613831,0.9923776,0.0001061244,0.0003938085,0.0003170343,0.004140348,0.00001370758],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908687,0.000643861,0.002454818,0.002003224,0.00004120742,0.0004157995,0.0001610548,0.00001312114,0.00339827],"genre_scores_gemma":[0.9940764,0.0009109554,0.00128958,0.001071566,0.00001886964,0.0005842421,0.00006922743,0.00001432943,0.001964887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02223414,"threshold_uncertainty_score":0.1175868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986943801","doi":"10.2196/resprot.2547","title":"Designing eHealth that Matters via a Multidisciplinary Requirements Development Approach","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Persona Design and Applications","field":"Computer Science","cited_by":300,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"eHealth; Multidisciplinary approach; Computer science; Context (archaeology); Domain (mathematical analysis); Quality (philosophy); Knowledge management; Process management; Identification (biology); Risk analysis (engineering); Engineering management; Engineering; Health care; Business","authors":[{"name":"Lex van Velsen","is_ca":false},{"name":"Jobke Wentzel","is_ca":false},{"name":"Julia EWC Van Gemert-Pijnen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3822283938175347,"gpt":0.509520806283915,"spread":0.1272924124663803,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04406324,0.00114142,0.0006952125,0.003336447,0.003238542,0.007184711,0.002796462,0.003598627,0.002769476],"category_scores_gemma":[0.04011285,0.001086188,0.001467069,0.002383879,0.004849609,0.007081111,0.006701057,0.003460148,0.001014339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005449678,"about_ca_system_score_gemma":0.01105382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825664,"about_ca_topic_score_gemma":0.002075403,"domain_scores_codex":[0.9415293,0.04360848,0.00362292,0.002482581,0.007462164,0.001294425],"domain_scores_gemma":[0.9359855,0.04648042,0.002856763,0.004009588,0.009121417,0.001546338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001981858,0.001090987,0.007555794,0.005999602,0.0002703387,0.003583211,0.1056135,0.03032237,0.03640516,0.385969,0.01597145,0.4070205],"study_design_scores_gemma":[0.0002934332,0.0009153339,0.006880697,0.005996815,0.0003226942,0.003370045,0.06646252,0.07321543,0.02494689,0.2196655,0.5975648,0.000365914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.02113888,0.0006201675,0.9381744,0.007605142,0.0001322437,0.005220671,0.0002279695,0.000407085,0.02647339],"genre_scores_gemma":[0.08144078,0.000499718,0.911431,0.000697839,0.00003798214,0.003144811,0.0002495907,0.0001187628,0.002379547],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.04406324,"threshold_uncertainty_score":0.2330315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2820243612","doi":"10.2196/10163","title":"Blockchain Technology for Detecting Falsified and Substandard Drugs in Distribution: Pharmaceutical Supply Chain Intervention","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Pharmaceutical Quality and Counterfeiting","field":"Medicine","cited_by":264,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"U.S. National Library of Medicine; National Institutes of Health; Lister Hill National Center for Biomedical Communications; U.S. Department of Health and Human Services","keywords":"Computer security; Computer science; Blockchain; Counterfeit Drugs; Population; Supply chain; Business; Counterfeit; Medicine; Law; Marketing; Environmental health","authors":[{"name":"Patrick G. Sylim","is_ca":false},{"name":"Fang Liu","is_ca":false},{"name":"Alvin Marcelo","is_ca":false},{"name":"Paul Fontelo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2635046823362314,"gpt":0.5909391891191547,"spread":0.3274345067829233,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184873,0.0002950288,0.0002602951,0.0006534493,0.0006206884,0.0008771347,0.0007379178,0.0008458017,0.004742502],"category_scores_gemma":[0.00311615,0.0001647458,0.0002224284,0.0006440327,0.0006423735,0.00186193,0.00124408,0.0004597558,0.0008348961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008066807,"about_ca_system_score_gemma":0.001488375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249825,"about_ca_topic_score_gemma":0.00100794,"domain_scores_codex":[0.998749,0.0003547957,0.00005887018,0.0001433061,0.0005692664,0.0001248541],"domain_scores_gemma":[0.9980179,0.0006762009,0.000277869,0.0003867654,0.0005419744,0.00009930958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001099296,0.0006878224,0.01323646,0.001072372,0.00008758593,0.0009181204,0.0008184058,0.08194898,0.2042496,0.04225916,0.005926332,0.6476958],"study_design_scores_gemma":[0.0003029481,0.001851084,0.004293977,0.0002013167,0.0001287835,0.001265004,0.0003254435,0.5732419,0.3329228,0.03224503,0.05314107,0.00008071795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.3309585,0.003102099,0.6345432,0.002343828,0.0002024188,0.0009899304,0.0002880076,0.003209744,0.02436222],"genre_scores_gemma":[0.9272096,0.0009878916,0.06466193,0.0001315172,0.0000278906,0.0001631997,0.0001326915,0.00003527724,0.006649999],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.004742502,"threshold_uncertainty_score":0.01586527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2980059451","doi":"10.2196/14990","title":"Use of Human-Centered Design to Improve Implementation of Evidence-Based Psychotherapies in Low-Resource Communities: Protocol for Studies Applying a Framework to Assess Usability","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":206,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Usability; Mental health; Psychological intervention; Computer science; Stakeholder; Protocol (science); Process management; Knowledge management; Psychology; Medicine; Nursing; Engineering; Human–computer interaction","authors":[{"name":"Aaron R. Lyon","is_ca":false},{"name":"Sean A. Munson","is_ca":false},{"name":"Brenna N. Renn","is_ca":false},{"name":"David C. Atkins","is_ca":false},{"name":"Michael D. Pullmann","is_ca":false},{"name":"Emily Friedman","is_ca":false},{"name":"Patricia A. Areán","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9671911184333881,"gpt":0.8212712455353088,"spread":0.1459198728980793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1568217,0.006060365,0.005107884,0.007821856,0.008687181,0.00569423,0.005604506,0.008653609,0.04242945],"category_scores_gemma":[0.172617,0.004070582,0.007448281,0.007092445,0.006480931,0.004694059,0.007918585,0.01174307,0.01194568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01311964,"about_ca_system_score_gemma":0.05047148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00380971,"about_ca_topic_score_gemma":0.006437721,"domain_scores_codex":[0.8561108,0.09919803,0.02177842,0.006110673,0.01089978,0.005902267],"domain_scores_gemma":[0.8520511,0.04820254,0.01351865,0.02701447,0.05361308,0.005600139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.06250442,0.03643028,0.005203336,0.09714878,0.001479168,0.002385057,0.03246168,0.01117724,0.01216742,0.0555834,0.136621,0.5468382],"study_design_scores_gemma":[0.1767218,0.03856904,0.01684281,0.05186513,0.001200424,0.0005682894,0.01231919,0.01154833,0.02013171,0.03646426,0.6323364,0.001432577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004872034,0.00004979636,0.004469675,0.0001149876,0.00008943212,0.9938312,0.0003401337,0.00005669984,0.0005609292],"genre_scores_gemma":[0.0002543789,0.00002947436,0.00468472,0.00002787265,0.000004625712,0.9948691,0.00004233466,0.00000356888,0.00008383414],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1568217,"threshold_uncertainty_score":0.8293625,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2099156896","doi":"10.2196/resprot.2633","title":"Mobile Health Medication Adherence and Blood Pressure Control in Renal Transplant Recipients: A Proof-of-Concept Randomized Controlled Trial","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":202,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institutes of Health; Medical University of South Carolina; Georgia Clinical and Translational Science Alliance; National Center for Advancing Translational Sciences; Duke Endowment; Verizon Foundation; National Center for Research Resources; University of South Carolina","keywords":"Randomized controlled trial; Medicine; Renal transplant; Blood pressure; Medication adherence; Proof of concept; Intensive care medicine; Internal medicine; Transplantation; Computer science","authors":[{"name":"John W. McGillicuddy","is_ca":false},{"name":"Mathew J. Gregoski","is_ca":false},{"name":"Anna K Weiland","is_ca":false},{"name":"Rebecca A. Rock","is_ca":false},{"name":"Brenda Brunner-Jackson","is_ca":false},{"name":"Sachin Patel","is_ca":false},{"name":"Beje Thomas","is_ca":false},{"name":"David J. Taber","is_ca":false},{"name":"Kenneth D. Chavin","is_ca":false},{"name":"Prabhakar K. Baliga","is_ca":false},{"name":"Frank A. Treiber","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07672744923889963,"gpt":0.4713031731540468,"spread":0.3945757239151472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004763265,0.001820569,0.004520211,0.0006147971,0.0008413538,0.001666126,0.001337228,0.003436791,0.01030856],"category_scores_gemma":[0.005766949,0.0009335295,0.003479082,0.0005712318,0.001422422,0.001573942,0.0008644769,0.003107914,0.0008130315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008136542,"about_ca_system_score_gemma":0.001887589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009852879,"about_ca_topic_score_gemma":0.001331771,"domain_scores_codex":[0.9979125,0.001159555,0.0001981053,0.0002928544,0.0001972436,0.0002398204],"domain_scores_gemma":[0.9965943,0.001618514,0.0007309796,0.000214746,0.00031144,0.0005300991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9690976,0.01626379,0.0006579846,0.002339314,0.002060752,0.00003990929,0.00007818743,0.0001164415,0.0007712982,0.00009337396,0.0003596726,0.008121682],"study_design_scores_gemma":[0.9360891,0.06067448,0.001245567,0.00009697362,0.001195066,0.00001092374,0.00002443168,0.0001742599,0.0001518525,0.00006271576,0.0002650048,0.000009610144],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9472381,0.007809971,0.00160837,0.00109635,0.00145274,0.03716282,0.001378357,0.0002008579,0.002052382],"genre_scores_gemma":[0.9350368,0.004058964,0.006724423,0.001253809,0.001091936,0.04842561,0.0005628982,0.00002684633,0.00281874],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01030856,"threshold_uncertainty_score":0.03448558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024056635","doi":"10.2196/16861","title":"The NASSS-CAT Tools for Understanding, Guiding, Monitoring, and Researching Technology Implementation Projects in Health and Social Care: Protocol for an Evaluation Study in Real-World Settings","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Protocol (science); Health care; Social care; Knowledge management; Computer science; Medical education; Psychology; Medicine; Engineering management; Management science; Nursing; Engineering; Alternative medicine; Political science","authors":[{"name":"Trisha Greenhalgh","is_ca":false},{"name":"Harvey Maylor","is_ca":false},{"name":"S. E. Shaw","is_ca":false},{"name":"Joseph Wherton","is_ca":false},{"name":"Chrysanthi Papoutsi","is_ca":false},{"name":"Victoria Betton","is_ca":false},{"name":"Natalie Nelissen","is_ca":false},{"name":"Andreas Gremyr","is_ca":false},{"name":"Alexander Rushforth","is_ca":false},{"name":"Mona Koshkouei","is_ca":false},{"name":"John Taylor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.918590000726313,"gpt":0.8177663864988556,"spread":0.1008236142274574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2041023,0.0043759,0.004691547,0.006562029,0.005163501,0.006147568,0.005638777,0.004546287,0.0443842],"category_scores_gemma":[0.1751181,0.003544505,0.006793422,0.007482918,0.005039304,0.006297978,0.007357386,0.007829893,0.01251883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01632663,"about_ca_system_score_gemma":0.05039928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005009155,"about_ca_topic_score_gemma":0.007055546,"domain_scores_codex":[0.8610433,0.09475677,0.02650598,0.00436595,0.008534606,0.004793407],"domain_scores_gemma":[0.816452,0.06818406,0.02083565,0.02542471,0.0632939,0.005809695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.08810492,0.02447706,0.01272389,0.1038369,0.001794919,0.001702774,0.02708135,0.01618877,0.006888092,0.04112886,0.2244901,0.4515823],"study_design_scores_gemma":[0.1159597,0.03175304,0.03675657,0.07655991,0.001589004,0.0007218751,0.02510225,0.01443909,0.01772843,0.02982225,0.6479416,0.001626391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001746223,0.0001111927,0.005810319,0.000184813,0.0001161285,0.9888105,0.001835221,0.0001164367,0.001269083],"genre_scores_gemma":[0.0006376904,0.00004186856,0.00494247,0.00002443222,0.000004159469,0.9940273,0.0002011194,0.000007029397,0.0001139922],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2041023,"threshold_uncertainty_score":0.9814835,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2009120483","doi":"10.2196/resprot.2205","title":"Development of Smartphone Applications for Nutrition and Physical Activity Behavior Change","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":161,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Behavior change; Population; Popularity; Computer science; Psychological intervention; The Internet; Internet privacy; Applied psychology; World Wide Web; Psychology; Medicine; Environmental health; Social psychology; Nursing","authors":[{"name":"Lana Hebden","is_ca":false},{"name":"Amelia Cook","is_ca":false},{"name":"Hidde P. van der Ploeg","is_ca":false},{"name":"Margaret Allman‐Farinelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.6086632503249683,"gpt":0.6880834409295328,"spread":0.07942019060456451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002131571,0.0006452952,0.000235568,0.00085273,0.000302685,0.0006306394,0.0006695313,0.0004031857,0.004914483],"category_scores_gemma":[0.006469847,0.0002633666,0.0005276891,0.0002894971,0.0001884688,0.0008224538,0.0007943193,0.0004578487,0.001816272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382069,"about_ca_system_score_gemma":0.0008034187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007355917,"about_ca_topic_score_gemma":0.001080667,"domain_scores_codex":[0.9991506,0.0002862233,0.0001038346,0.00008179737,0.0003138037,0.0000635758],"domain_scores_gemma":[0.9971998,0.001158022,0.000179423,0.0002067391,0.001082696,0.0001734216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003083878,0.0006446624,0.01701196,0.001515075,0.00007838563,0.0008163956,0.002869032,0.00096925,0.03919711,0.001898977,0.01992881,0.914762],"study_design_scores_gemma":[0.00101543,0.009395123,0.1574859,0.003695094,0.0008018959,0.004284837,0.004631183,0.03936381,0.1339844,0.006530261,0.6385026,0.0003094687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.4474225,0.003213461,0.4536581,0.002473046,0.0007068641,0.01942058,0.00305881,0.01975615,0.05029043],"genre_scores_gemma":[0.2662861,0.002028235,0.7102059,0.0005371623,0.00009873366,0.005530228,0.001989827,0.0004350475,0.01288878],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.004914483,"threshold_uncertainty_score":0.01644063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2912061461","doi":"10.2196/11865","title":"Socioeconomic Status and Racial or Ethnic Differences in Participation: Web-Based Survey","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Ethnic group; Odds; Medicine; Demography; Psychology; Family medicine; Gerontology; Population; Logistic regression; Environmental health; Sociology","authors":[{"name":"Myoungock Jang","is_ca":false},{"name":"Allison Vorderstrasse","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.757256211599892,"gpt":0.6713495460029046,"spread":0.08590666559698734,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003535866,0.0001905675,0.0002239039,0.001724795,0.0005461159,0.0007608315,0.0004963422,0.0004033168,0.006535691],"category_scores_gemma":[0.01130888,0.0001873319,0.0004777231,0.002238309,0.0002761621,0.0009018076,0.00117005,0.0006109407,0.001436748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003799421,"about_ca_system_score_gemma":0.0006415576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005979177,"about_ca_topic_score_gemma":0.006810831,"domain_scores_codex":[0.9967899,0.001444838,0.0004680535,0.0002943195,0.0007697751,0.0002331696],"domain_scores_gemma":[0.9929205,0.001478732,0.003521395,0.0003588816,0.0009852013,0.0007353587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005688045,0.0001393499,0.9927994,0.00007848327,0.00006869336,0.00002742173,0.0003599249,0.00004880858,0.00006138554,0.0000595852,0.001369008,0.00493105],"study_design_scores_gemma":[0.000007285412,0.00006231059,0.9976606,0.00005137162,0.00001990715,0.0000665567,0.0006459891,0.0002056108,0.00004849497,0.00005721149,0.001168314,0.000006313236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9815049,0.0002544951,0.001160087,0.0005543746,0.00002382987,0.0004834316,0.01034728,0.00002989061,0.005641701],"genre_scores_gemma":[0.9929749,0.0002385444,0.001304405,0.0002127562,0.0000214474,0.0006759479,0.003894791,0.00001133916,0.0006658222],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.006535691,"threshold_uncertainty_score":0.021864,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2479326432","doi":"10.2196/resprot.5747","title":"The Effectiveness Of Social Media (Facebook) Compared With More Traditional Advertising Methods for Recruiting Eligible Participants To Health Research Studies: A Randomized, Controlled Clinical Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Cancer Council Tasmania; Pfizer","keywords":"Popularity; Social media; Advertising; Usability; Psychology; Online advertising; Internet privacy; Medical education; Medicine; The Internet; Computer science; Social psychology; World Wide Web; Business","authors":[{"name":"Mai Frandsen","is_ca":false},{"name":"Megan E. Thow","is_ca":false},{"name":"Stuart G. Ferguson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.8916572848837733,"gpt":0.7710706993466359,"spread":0.1205865855371374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02280533,0.00225948,0.004586432,0.002239651,0.001522206,0.002827459,0.001879322,0.006418735,0.01238092],"category_scores_gemma":[0.03326013,0.001337173,0.004208506,0.001479865,0.003453578,0.004332004,0.001438759,0.003609997,0.001257442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175562,"about_ca_system_score_gemma":0.003398455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009119136,"about_ca_topic_score_gemma":0.001476713,"domain_scores_codex":[0.9708953,0.02063814,0.003033965,0.002346857,0.002213713,0.0008720216],"domain_scores_gemma":[0.9684491,0.01948973,0.006459609,0.001479993,0.001592832,0.002528776],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9588506,0.02035808,0.0009584601,0.002332363,0.0011535,0.0000322889,0.000188436,0.0001214479,0.0005370061,0.0001917885,0.0003178596,0.01495807],"study_design_scores_gemma":[0.8519381,0.1435397,0.001622218,0.0002927246,0.001051332,0.00001688087,0.00009685443,0.0003858798,0.0002634753,0.0002426293,0.0005259528,0.00002414275],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7972562,0.01039884,0.00380851,0.00202837,0.003265774,0.1770124,0.001066082,0.0002818946,0.004881906],"genre_scores_gemma":[0.7757573,0.003218454,0.01622457,0.002120929,0.001822428,0.1973895,0.0003444968,0.0000405394,0.003081767],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9771947,"threshold_uncertainty_score":0.1206076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157257781","doi":"10.2196/resprot.4189","title":"Use of a Therapeutic, Socially Assistive Pet Robot (PARO) in Improving Mood and Stimulating Social Interaction and Communication for People With Dementia: Study Protocol for a Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Robot Interaction and HRI","field":"Psychology","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dementia; Randomized controlled trial; Geriatric Depression Scale; Mood; Psychology; Facilitator; Psychosocial; Clinical psychology; Medicine; Cognition; Psychiatry","authors":[{"name":"Ruby Yu","is_ca":false},{"name":"Elsie Hui","is_ca":false},{"name":"Jenny Lee","is_ca":false},{"name":"Dawn Poon","is_ca":false},{"name":"Ashley Ng","is_ca":false},{"name":"Kitty Sit","is_ca":false},{"name":"K. Ip","is_ca":false},{"name":"Fannie Yeung","is_ca":false},{"name":"Martin M. H. Wong","is_ca":false},{"name":"Takanori Shibata","is_ca":false},{"name":"Jean Woo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4083757657744485,"gpt":0.6065093752118991,"spread":0.1981336094374506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02116645,0.005942235,0.01400382,0.002782637,0.00341612,0.003462045,0.003322407,0.007005951,0.06350558],"category_scores_gemma":[0.01840721,0.002713693,0.005858211,0.003153099,0.003522374,0.004075714,0.001927478,0.007188188,0.009691578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003859772,"about_ca_system_score_gemma":0.01434621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002264028,"about_ca_topic_score_gemma":0.005144485,"domain_scores_codex":[0.9872563,0.006466827,0.001692125,0.001389198,0.001546344,0.001649222],"domain_scores_gemma":[0.9925932,0.001782363,0.001682034,0.0008221367,0.001771932,0.001348346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8939775,0.02575777,0.0006187783,0.0274473,0.002394892,0.0002742432,0.0003738787,0.001281321,0.002407005,0.002046103,0.009116833,0.03430443],"study_design_scores_gemma":[0.9562012,0.02773084,0.0009129574,0.002105564,0.000746073,0.00003625379,0.0001071463,0.0007849684,0.000432912,0.001008659,0.009868251,0.00006512682],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001647372,0.0003057481,0.0006312974,0.00009813874,0.0001954372,0.996291,0.0004740057,0.00005407789,0.0003029287],"genre_scores_gemma":[0.001520152,0.0001600743,0.001014443,0.000104979,0.00003704118,0.9968516,0.00006639904,0.000002766031,0.000242449],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06350558,"threshold_uncertainty_score":0.2124473,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609362655","doi":"10.2196/resprot.6758","title":"The Malaria System MicroApp: A New, Mobile Device-Based Tool for Malaria Diagnosis","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Imaging for Blood Diseases","field":"Computer Science","cited_by":143,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Instituto Nacional de Ciência e Tecnologia para Engenharia de Software; Fundação de Amparo à Ciência e Tecnologia do Estado de Pernambuco; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Malaria; Computer science; Artificial intelligence; Preprocessor; Diagnosis of malaria; Machine learning; Plasmodium falciparum; Medicine; Immunology","authors":[{"name":"Allisson Dantas de Oliveira","is_ca":false},{"name":"Clara Prats","is_ca":false},{"name":"Mateu Espasa","is_ca":false},{"name":"Francesc Zarzuela","is_ca":false},{"name":"Cristina Montañola‐Sales","is_ca":false},{"name":"Aroa Silgado","is_ca":false},{"name":"Daniel López","is_ca":false},{"name":"Mercia Eliane Arruda","is_ca":false},{"name":"Jordi Gómez i Prat","is_ca":false},{"name":"Jones Albuquerque","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1616670925867248,"gpt":0.4872136667442647,"spread":0.32554657415754,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007544897,0.0009949271,0.0007061791,0.001780905,0.0003741973,0.0009800816,0.001145159,0.000756061,0.01427322],"category_scores_gemma":[0.001552214,0.0003153091,0.0004399084,0.0005133678,0.000203331,0.0009717992,0.001197106,0.0006203126,0.005846697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003046058,"about_ca_system_score_gemma":0.0004261591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001362556,"about_ca_topic_score_gemma":0.001645218,"domain_scores_codex":[0.9993535,0.0001173948,0.0000464497,0.0001054045,0.0003223187,0.00005493501],"domain_scores_gemma":[0.9990151,0.0003194275,0.00009844603,0.00008802841,0.0003200374,0.0001588873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001570534,0.0002971785,0.00639159,0.001162751,0.0001748311,0.0009983788,0.0002441796,0.0005223088,0.03888004,0.001105845,0.1952904,0.753362],"study_design_scores_gemma":[0.0008557897,0.003328373,0.05074531,0.0008182279,0.0008037621,0.01291425,0.000491269,0.05293237,0.08444249,0.003137077,0.7889106,0.0006204161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.09178773,0.03259334,0.5081625,0.004015137,0.003155061,0.003329737,0.01692102,0.2823781,0.05765723],"genre_scores_gemma":[0.3679568,0.009484351,0.5365419,0.007327023,0.00237029,0.002569098,0.01590308,0.00274619,0.05510129],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01427322,"threshold_uncertainty_score":0.04774868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001086332","doi":"10.2196/resprot.4065","title":"“What Is eHealth”: Time for An Update?","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":141,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"eHealth; Psychological intervention; Computer science; mHealth; Field (mathematics); Data science; Internet privacy; World Wide Web; Medicine; Nursing; Political science; Health care","authors":[{"name":"Emiel A Boogerd","is_ca":false},{"name":"Tessa Arts","is_ca":false},{"name":"Lucien JLPG Engelen","is_ca":false},{"name":"Tom H van de Belt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5424697278824262,"gpt":0.703018656789253,"spread":0.1605489289068268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1000808,0.001838787,0.007727553,0.02325253,0.003255103,0.01679912,0.00514813,0.009903789,0.01299016],"category_scores_gemma":[0.2937728,0.001662901,0.00547561,0.0243172,0.01007498,0.05185046,0.008397942,0.02102993,0.004948772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01359658,"about_ca_system_score_gemma":0.03499029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01170741,"about_ca_topic_score_gemma":0.02149786,"domain_scores_codex":[0.9426517,0.02072179,0.01894637,0.003070899,0.01321507,0.001394168],"domain_scores_gemma":[0.5442826,0.3116692,0.02102518,0.01111941,0.1022722,0.009631398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001872486,0.00006706495,0.0008451355,0.04994988,0.0003484639,0.0001090685,0.001937339,0.0001058029,0.000255635,0.01032673,0.2986478,0.6372198],"study_design_scores_gemma":[0.00007731436,0.00009653068,0.00163696,0.1379874,0.0003980869,0.0004078591,0.002555132,0.0001004813,0.0001010099,0.01103482,0.8454928,0.0001114785],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.000262882,0.7232874,0.001207918,0.2292099,0.04372289,0.0001068407,0.0003102793,0.0001033129,0.001788476],"genre_scores_gemma":[0.003797667,0.8486104,0.008629194,0.1100689,0.02632347,0.000399012,0.000660789,0.0001524514,0.001358184],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1000808,"threshold_uncertainty_score":0.529284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787489793","doi":"10.2196/resprot.8990","title":"National Food, Nutrition, and Physical Activity Survey of the Portuguese General Population (2015-2016): Protocol for Design and Development","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nutritional Studies and Diet","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Portuguese; Protocol (science); Consumption (sociology); Environmental health; Population; Public health; Medicine; Alternative medicine; Sociology; Social science","authors":[{"name":"Carla Lopes","is_ca":false},{"name":"Duarte Torres","is_ca":false},{"name":"Andréia Oliveira","is_ca":false},{"name":"Mílton Severo","is_ca":false},{"name":"Sofia Guiomar","is_ca":false},{"name":"Violeta Alarcão","is_ca":false},{"name":"Elisabete Ramos","is_ca":false},{"name":"Sara Rodrigues","is_ca":false},{"name":"Sofia Vilela","is_ca":false},{"name":"Luísa Oliveira","is_ca":false},{"name":"Jorge Mota","is_ca":false},{"name":"Pedro J. Teixeira","is_ca":false},{"name":"Paulo Nicola","is_ca":false},{"name":"Simão Soares","is_ca":false},{"name":"Lene Frost Andersen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4072254290600438,"gpt":0.5589644126552278,"spread":0.151738983595184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03263456,0.002093024,0.002006315,0.003400425,0.002217315,0.001566828,0.002019696,0.001736753,0.03651861],"category_scores_gemma":[0.02349826,0.00144609,0.001726384,0.003930042,0.001267228,0.001326708,0.001924274,0.001876928,0.01021799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003683934,"about_ca_system_score_gemma":0.0160882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004386541,"about_ca_topic_score_gemma":0.005984359,"domain_scores_codex":[0.9861828,0.008399725,0.002473605,0.001202379,0.001052217,0.0006892578],"domain_scores_gemma":[0.9875929,0.002593449,0.00143285,0.002674572,0.004969609,0.0007365484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04311115,0.013658,0.0568851,0.04429644,0.001257664,0.0017789,0.007454542,0.006456738,0.009991664,0.02332199,0.5385647,0.2532231],"study_design_scores_gemma":[0.02804688,0.00934693,0.2131369,0.02026921,0.0007273401,0.00104164,0.004436981,0.004735274,0.004821651,0.008788373,0.7041866,0.0004623405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.007698778,0.0004161643,0.01379802,0.0003258965,0.0003987428,0.9334229,0.03772176,0.000186706,0.006031057],"genre_scores_gemma":[0.003623418,0.0002620156,0.01104966,0.0001874485,0.00005333689,0.9764478,0.007394438,0.00002180333,0.0009600439],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03651861,"threshold_uncertainty_score":0.1725901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2344214158","doi":"10.2196/resprot.5450","title":"Feasibility of PRIME: A Cognitive Neuroscience-Informed Mobile App Intervention to Enhance Motivated Behavior and Improve Quality of Life in Recent Onset Schizophrenia","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health","keywords":"Schizophrenia (object-oriented programming); Cognition; Intervention (counseling); Population; Psychiatry; Psychology; Dementia; Quality of life (healthcare); Clinical psychology; Psychosis; Medicine; Psychotherapist; Disease","authors":[{"name":"Danielle Schlosser","is_ca":false},{"name":"Timothy R. Campellone","is_ca":false},{"name":"Daniel Kim","is_ca":false},{"name":"Brandy Truong","is_ca":false},{"name":"Silvia Vergani","is_ca":false},{"name":"Charlie Ward","is_ca":false},{"name":"Sophia Vinogradov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2016905939468359,"gpt":0.5650195967827724,"spread":0.3633290028359364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008776624,0.0007262162,0.000512875,0.0003820826,0.0008503789,0.0008739054,0.0009037955,0.00125891,0.002752513],"category_scores_gemma":[0.01195019,0.0003636312,0.0007835485,0.0001244154,0.001175004,0.001037198,0.002089372,0.001130176,0.0003309888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009269093,"about_ca_system_score_gemma":0.004014224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007571764,"about_ca_topic_score_gemma":0.001476707,"domain_scores_codex":[0.9958057,0.00303364,0.0002017485,0.0002658345,0.0002737435,0.0004191794],"domain_scores_gemma":[0.996958,0.002027695,0.0002287022,0.0002280625,0.0002082072,0.0003493391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03301773,0.08848771,0.02190504,0.008078678,0.000311237,0.001445718,0.03430498,0.00445564,0.02956219,0.004346879,0.004953131,0.7691311],"study_design_scores_gemma":[0.05393919,0.68708,0.1165894,0.003014812,0.001591351,0.00137063,0.02134648,0.01320387,0.03644623,0.00874551,0.05616825,0.0005043127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9712167,0.0001972073,0.006672493,0.0007285455,0.00008876148,0.01770661,0.0001617192,0.0002144889,0.003013338],"genre_scores_gemma":[0.8776162,0.0005424843,0.0708911,0.0008692121,0.00004857076,0.04824482,0.0001506752,0.00003767265,0.001599253],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.008776624,"threshold_uncertainty_score":0.04641575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2565753485","doi":"10.2196/resprot.6558","title":"Development of a Web-Accessible Population Pharmacokinetic Service—Hemophilia (WAPPS-Hemo): Study Protocol","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Hemophilia Treatment and Research","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Waterloo; McMaster University","funders":"","keywords":"Pharmacokinetics; Population pharmacokinetics; Protocol (science); Population; Medicine; Pharmacology; Alternative medicine; Environmental health; Pathology","authors":[{"name":"Alfonso Iorio","is_ca":true},{"name":"Arun Keepanasseril","is_ca":true},{"name":"Gary Foster","is_ca":true},{"name":"Tamara Navarro","is_ca":true},{"name":"Alanna McEneny‐King","is_ca":true},{"name":"Andrea N. Edginton","is_ca":true},{"name":"Lehana Thabane","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2981613969615793,"gpt":0.586855552547813,"spread":0.2886941555862336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02648746,0.002247094,0.003225759,0.001793777,0.002456789,0.002385435,0.002161883,0.003355739,0.09668967],"category_scores_gemma":[0.02954969,0.001868429,0.002360567,0.00202018,0.001531381,0.002336283,0.001920225,0.005519069,0.02824864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326789,"about_ca_system_score_gemma":0.01766085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002361,"about_ca_topic_score_gemma":0.003136899,"domain_scores_codex":[0.990413,0.005578067,0.001720172,0.0008191856,0.0009253906,0.0005440924],"domain_scores_gemma":[0.9812495,0.005795122,0.002518224,0.002232319,0.006487376,0.001717415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1187899,0.01857781,0.007813543,0.03997914,0.000891311,0.001385256,0.001935379,0.006144788,0.00478356,0.02497553,0.4904162,0.2843076],"study_design_scores_gemma":[0.1063589,0.01852128,0.02257805,0.01587085,0.000908439,0.0007757333,0.0009557498,0.007272843,0.004184531,0.01642297,0.805751,0.0003996613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002155032,0.0003937282,0.01047804,0.0006336604,0.0005054979,0.9725858,0.009414243,0.0002564451,0.003577586],"genre_scores_gemma":[0.001287016,0.0002431881,0.004668812,0.000338759,0.00006951446,0.9911378,0.00153205,0.00001838968,0.0007044525],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09668967,"threshold_uncertainty_score":0.3234591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2744373335","doi":"10.2196/resprot.6452","title":"Opening the Black Box of Electronic Health: Collecting, Analyzing, and Interpreting Log Data","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"eHealth; Computer science; Context (archaeology); Black box; Data science; Descriptive statistics; Point (geometry); Process (computing); Data collection; World Wide Web; Health care; Statistics; Mathematics","authors":[{"name":"Floor Sieverink","is_ca":false},{"name":"Saskia M. Kelders","is_ca":false},{"name":"Mannes Poel","is_ca":false},{"name":"Julia E.W.C. van Gemert‐Pijnen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4582181238287627,"gpt":0.6646113251620178,"spread":0.2063932013332551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1073235,0.001561628,0.002191779,0.008775284,0.003867744,0.01445255,0.0030347,0.003279578,0.003566059],"category_scores_gemma":[0.3157781,0.001505021,0.001251235,0.01038707,0.008442341,0.02009828,0.007199563,0.005138073,0.002726777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002961336,"about_ca_system_score_gemma":0.01143463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004291556,"about_ca_topic_score_gemma":0.003953416,"domain_scores_codex":[0.8246684,0.1317205,0.01318697,0.005273462,0.02381941,0.001331197],"domain_scores_gemma":[0.5812352,0.3222031,0.02256992,0.03228975,0.03858091,0.003121086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001129552,0.001350589,0.06547561,0.01091825,0.0003058296,0.0009758676,0.07398301,0.003001999,0.01021282,0.06270271,0.0437411,0.7262027],"study_design_scores_gemma":[0.0005578098,0.002660928,0.1268558,0.03417377,0.000545656,0.002772648,0.1146785,0.02998452,0.03276578,0.3112486,0.3421521,0.00160385],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.09482995,0.00817311,0.8003548,0.04335576,0.002243049,0.01408567,0.008035386,0.003715912,0.02520635],"genre_scores_gemma":[0.1997251,0.006331054,0.7653617,0.006842159,0.001252383,0.01350368,0.003580477,0.0008085676,0.002594938],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1073235,"threshold_uncertainty_score":0.5675875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027368569","doi":"10.2196/resprot.2184","title":"Usability Study of a Computer-Based Self-Management System for Older Adults with Chronic Diseases","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"University of Hong Kong","keywords":"Usability; Heuristic evaluation; Think aloud protocol; Cognitive walkthrough; Computer science; Usability inspection; Usability engineering; Usability lab; Web usability; Readability; Human–computer interaction; Usability goals; System usability scale; Pluralistic walkthrough; Applied psychology; Psychology","authors":[{"name":"Calvin Kalun Or","is_ca":false},{"name":"Da Tao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07266728507528818,"gpt":0.459570734362974,"spread":0.3869034492876858,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006149829,0.0003758368,0.0005698055,0.0006612325,0.0006016183,0.0006328292,0.0004002969,0.0004373871,0.001115168],"category_scores_gemma":[0.01718401,0.0001922011,0.0005457625,0.0004011738,0.0003397324,0.0005450893,0.0005083425,0.0002989566,0.0001810392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004313779,"about_ca_system_score_gemma":0.0006847535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374939,"about_ca_topic_score_gemma":0.001757954,"domain_scores_codex":[0.9974684,0.001448647,0.0004186406,0.0001707777,0.0003746677,0.0001188703],"domain_scores_gemma":[0.985135,0.009700038,0.0006071524,0.0005161833,0.003635576,0.0004059548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005447277,0.01792401,0.4038108,0.007255712,0.0006141407,0.003397387,0.1180739,0.001812904,0.05485725,0.0004156748,0.004180384,0.3822105],"study_design_scores_gemma":[0.001151624,0.09273227,0.8156197,0.0009179974,0.0009055049,0.003663256,0.0388557,0.008829036,0.02413019,0.0001972021,0.01278062,0.0002168521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974879,0.0001396084,0.001281891,0.0000450031,0.00001024577,0.0004867182,0.00005033316,0.00002556974,0.000472656],"genre_scores_gemma":[0.9931673,0.0001905302,0.005437814,0.00009670779,0.00001973935,0.0005724403,0.0001403256,0.00001097057,0.0003640743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006149829,"threshold_uncertainty_score":0.03252381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2889128610","doi":"10.2196/11375","title":"Empowering With PrEP (E-PrEP), a Peer-Led Social Media–Based Intervention to Facilitate HIV Preexposure Prophylaxis Adoption Among Young Black and Latinx Gay and Bisexual Men: Protocol for a Cluster Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Pre-exposure prophylaxis; Men who have sex with men; Peer education; Psychological intervention; Social media; Intervention (counseling); Peer group; Medicine; Psychology; Human immunodeficiency virus (HIV); Family medicine; Health education; Public health; Social psychology; Nursing; World Wide Web; Computer science","authors":[{"name":"Viraj V. Patel","is_ca":false},{"name":"Zoë Ginsburg","is_ca":false},{"name":"Sarit A. Golub","is_ca":false},{"name":"Keith J. Horvath","is_ca":false},{"name":"Nataly Rios Gutierrez","is_ca":false},{"name":"Kenneth H. Mayer","is_ca":false},{"name":"Ryung S. Kim","is_ca":false},{"name":"Julia H. Arnsten","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1530215908476707,"gpt":0.5114354762074645,"spread":0.3584138853597938,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02076217,0.005189629,0.00799593,0.002424351,0.003861215,0.003472769,0.003419134,0.005217987,0.08491283],"category_scores_gemma":[0.02313465,0.002854341,0.004007298,0.002339178,0.003033506,0.003417376,0.002071662,0.008768318,0.00914436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004722635,"about_ca_system_score_gemma":0.01651882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004420449,"about_ca_topic_score_gemma":0.008687296,"domain_scores_codex":[0.9873426,0.007091369,0.001302954,0.001310788,0.001342236,0.001610044],"domain_scores_gemma":[0.9911884,0.002505957,0.001754211,0.0009591829,0.00191259,0.001679656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8309467,0.0375177,0.001168265,0.02771636,0.002744584,0.0002788852,0.00102428,0.002822703,0.002390464,0.004107531,0.02369944,0.06558312],"study_design_scores_gemma":[0.9582655,0.01892873,0.001114741,0.002200256,0.0006123745,0.00002722991,0.0001397748,0.001448846,0.0006718891,0.001822157,0.014694,0.00007441521],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00167088,0.0001163058,0.0005362407,0.00009689182,0.0001229914,0.9963582,0.0005898029,0.00006904631,0.0004396037],"genre_scores_gemma":[0.001517896,0.00005858732,0.0009656478,0.0000609034,0.00001604901,0.997127,0.00005010656,0.000003113124,0.0002006215],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08491283,"threshold_uncertainty_score":0.2840617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1985879732","doi":"10.2196/resprot.3500","title":"Tying eHealth Tools to Patient Needs: Exploring the Use of eHealth for Community-Dwelling Patients With Complex Chronic Disease and Disability","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true},"ca_institutions":"Bridgepoint Active Healthcare; University Health Network; University of Toronto","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care","keywords":"eHealth; Focus group; Health care; Information needs; Patient portal; Medicine; Internet privacy; Computer science; Nursing; Medical education; World Wide Web; Business","authors":[{"name":"Carolyn Steele Gray","is_ca":true},{"name":"Daniel Miller","is_ca":true},{"name":"Kerry Kuluski","is_ca":true},{"name":"Cheryl Cott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5861429534426521,"gpt":0.528038065777994,"spread":0.05810488766465816,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01449076,0.0004658676,0.0005824277,0.001753684,0.004666493,0.004043526,0.001372839,0.001639435,0.002219014],"category_scores_gemma":[0.03552665,0.0005386847,0.0007226067,0.001343988,0.002953871,0.004882411,0.006048393,0.002518883,0.000256682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003776906,"about_ca_system_score_gemma":0.008186086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007059268,"about_ca_topic_score_gemma":0.01426027,"domain_scores_codex":[0.9914482,0.005963806,0.0004879584,0.000269458,0.0007562047,0.001074414],"domain_scores_gemma":[0.9813061,0.0142278,0.001426825,0.000337204,0.001532373,0.001169692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005327163,0.0002044813,0.02248624,0.0005921815,0.00002040924,0.0005683955,0.948826,0.00005216529,0.0005491819,0.0004307382,0.0008371702,0.02537976],"study_design_scores_gemma":[0.00001745359,0.00022459,0.01509068,0.0003321577,0.0000203737,0.0002895823,0.9783126,0.0001809716,0.0002124963,0.0004409606,0.004850951,0.00002719026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9912293,0.0004699149,0.0009874142,0.003578176,0.00002891659,0.0004581736,0.00009893346,0.00001518508,0.0031339],"genre_scores_gemma":[0.9933714,0.0008835585,0.003247582,0.001185426,0.00001665473,0.000656412,0.00006138845,0.00001095902,0.0005666542],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01449076,"threshold_uncertainty_score":0.07663536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2045865526","doi":"10.2196/resprot.3342","title":"The Comparability of Men Who Have Sex With Men Recruited From Venue-Time-Space Sampling and Facebook: A Cohort Study","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Minority Health and Health Disparities; National Center for Advancing Translational Sciences; National Institute of Allergy and Infectious Diseases; National Institute of Mental Health; National Institutes of Health; Center for AIDS Research, University of Washington; Emory University","keywords":"Men who have sex with men; Demography; Medicine; Gerontology; Attendance; Human immunodeficiency virus (HIV); Family medicine; Syphilis","authors":[{"name":"Alfonso C. Hernández-Romieu","is_ca":false},{"name":"Patrick S. Sullivan","is_ca":false},{"name":"Travis Sanchez","is_ca":false},{"name":"Colleen F. Kelley","is_ca":false},{"name":"John L. Peterson","is_ca":false},{"name":"Carlos del Rı́o","is_ca":false},{"name":"Laura F. Salazar","is_ca":false},{"name":"Paula M. Frew","is_ca":false},{"name":"Eli S. Rosenberg","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2825714953605797,"gpt":0.5387436118451578,"spread":0.2561721164845782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004158066,0.0004937968,0.0004900269,0.001319289,0.001226289,0.001174949,0.0009956135,0.0007845269,0.001457684],"category_scores_gemma":[0.006992655,0.0005593451,0.0008961436,0.001117554,0.0006402645,0.001135361,0.001217792,0.000686774,0.0003668645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006247507,"about_ca_system_score_gemma":0.0005470059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01253816,"about_ca_topic_score_gemma":0.0138855,"domain_scores_codex":[0.996632,0.001363064,0.0002908198,0.0007022356,0.0006387599,0.0003730922],"domain_scores_gemma":[0.9963748,0.0006740799,0.001309769,0.000703799,0.0004354713,0.0005021573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002730732,0.0001489505,0.9971228,0.00001628283,0.0001467806,0.00007399506,0.0007369819,0.00001160873,0.000212081,0.00003084356,0.0001137391,0.001112906],"study_design_scores_gemma":[0.00004205821,0.0004754084,0.9968886,0.00002540937,0.0000978631,0.0003099796,0.00144492,0.0002337072,0.0001063824,0.00004083266,0.000321655,0.00001311357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9989282,0.0001247699,0.0001918742,0.00002893813,0.00001282481,0.0001039391,0.0003307126,0.000002690265,0.0002760026],"genre_scores_gemma":[0.9990155,0.00007692805,0.000215597,0.00006886073,0.00001932825,0.0001253438,0.0003089716,0.000003611548,0.0001659201],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01253816,"threshold_uncertainty_score":0.02493036,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2553063775","doi":"10.2196/resprot.6167","title":"Testing the Feasibility of Remote Patient Monitoring in Prenatal Care Using a Mobile App and Connected Devices: A Prospective Observational Trial","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":103,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Blood pressure; Observational study; Pregnancy; mHealth; Gestational diabetes; Birth weight; Telemedicine; Prenatal care; Emergency medicine; Obstetrics; Medical emergency; Gestation; Health care; Population; Internal medicine; Nursing; Psychological intervention","authors":[{"name":"Kathryn Marko","is_ca":false},{"name":"Jill M. Krapf","is_ca":false},{"name":"Andrew C. Meltzer","is_ca":false},{"name":"Julia Oh","is_ca":false},{"name":"Nihar Ganju","is_ca":false},{"name":"Anjali Martinez","is_ca":false},{"name":"Sheetal Sheth","is_ca":false},{"name":"Nancy D. Gaba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5645074709220216,"gpt":0.6298299858511675,"spread":0.06532251492914587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01156581,0.001015213,0.001418509,0.0005732581,0.001233235,0.001811955,0.001009604,0.002173916,0.002514287],"category_scores_gemma":[0.02709582,0.0009518103,0.002401553,0.0007953819,0.001087511,0.001763082,0.00108166,0.002908788,0.0005087203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009655608,"about_ca_system_score_gemma":0.002367089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001861804,"about_ca_topic_score_gemma":0.00184273,"domain_scores_codex":[0.9888871,0.007053188,0.001155022,0.00132406,0.001023306,0.0005572142],"domain_scores_gemma":[0.9745284,0.01145114,0.007761692,0.001932123,0.001479161,0.002847435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.4220874,0.08069658,0.4326744,0.002578363,0.007670349,0.0002565976,0.002442077,0.0006060774,0.001429135,0.0002018509,0.001725671,0.04763143],"study_design_scores_gemma":[0.1767777,0.4595439,0.3482438,0.0006036218,0.006381284,0.000311246,0.001453764,0.003101748,0.001078186,0.0003413302,0.002023464,0.0001399842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9954527,0.0007349512,0.0003276822,0.0001944364,0.00007730325,0.002358324,0.0003529303,0.00001799189,0.0004838652],"genre_scores_gemma":[0.9911832,0.0005696797,0.001929805,0.0003485272,0.000143883,0.005158634,0.0004386888,0.000007610423,0.0002200032],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01156581,"threshold_uncertainty_score":0.06116652,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1789164274","doi":"10.2196/resprot.3996","title":"Using Facebook to Recruit Young Adult Veterans: Online Mental Health Research","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Mental health; Population; Ethnic group; Sample (material); Psychology; Young adult; Gerontology; Intervention (counseling); Medicine; Health care; Binge drinking; Suicide prevention; Psychiatry; Poison control; Environmental health","authors":[{"name":"Eric R. Pedersen","is_ca":false},{"name":"Eric Helmuth","is_ca":false},{"name":"Grant N. Marshall","is_ca":false},{"name":"Terry L. Schell","is_ca":false},{"name":"Marc PunKay","is_ca":false},{"name":"Jeremy Kurz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9365694675502327,"gpt":0.7659125450313623,"spread":0.1706569225188704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01242327,0.0004551423,0.0004320123,0.001889257,0.002641189,0.002469404,0.001342462,0.001184545,0.004560618],"category_scores_gemma":[0.0257479,0.0005034697,0.0004455449,0.001351562,0.001049198,0.00266306,0.001805467,0.001136547,0.001181577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484969,"about_ca_system_score_gemma":0.002990238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005737265,"about_ca_topic_score_gemma":0.01398278,"domain_scores_codex":[0.9931372,0.004500972,0.0003724671,0.0004155834,0.0008664303,0.0007073321],"domain_scores_gemma":[0.9791752,0.01092267,0.002751773,0.001363499,0.003259846,0.002527171],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006198901,0.01812606,0.6747457,0.001958915,0.0002412008,0.0009788611,0.05506305,0.0002018599,0.001681196,0.001963781,0.0106855,0.2337341],"study_design_scores_gemma":[0.001112881,0.01245078,0.7120878,0.004342067,0.0005780575,0.00286403,0.2174814,0.003502203,0.004022374,0.003327678,0.03804623,0.0001844541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9862992,0.001192395,0.001253878,0.001621832,0.0001170259,0.004291264,0.0005640211,0.00002646607,0.004634053],"genre_scores_gemma":[0.9765732,0.003698271,0.007233081,0.002777053,0.0003202918,0.006957206,0.0008744219,0.00002165842,0.001544995],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.9875767,"threshold_uncertainty_score":0.06570137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167281842","doi":"10.2196/resprot.2292","title":"Role of the Working Alliance on Treatment Outcome in Tailored Internet-Based Cognitive Behavioural Therapy for Anxiety Disorders: Randomized Controlled Pilot Trial","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":100,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Forskningsrådet för Arbetsliv och Socialvetenskap","keywords":"Alliance; Randomized controlled trial; Anxiety; Clinical psychology; Cognitive behavioral therapy; Psychology; Psychotherapist; Cognitive therapy; Medicine; Psychiatry; Cognition; Internal medicine","authors":[{"name":"Lise Bergman Nordgren","is_ca":false},{"name":"Per Carlbring","is_ca":false},{"name":"Emma Linna","is_ca":false},{"name":"Gerhard Andersson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2986158381190685,"gpt":0.5606518116197186,"spread":0.2620359735006501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008065085,0.002058584,0.0053832,0.0009810171,0.00077073,0.00161161,0.001879398,0.00365274,0.006492094],"category_scores_gemma":[0.01226911,0.0009284472,0.003846119,0.001010187,0.002776494,0.00197565,0.00102736,0.003315004,0.0007063847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392098,"about_ca_system_score_gemma":0.002686345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650556,"about_ca_topic_score_gemma":0.001956739,"domain_scores_codex":[0.9919032,0.005644545,0.0005902193,0.0007836301,0.0005601316,0.0005181908],"domain_scores_gemma":[0.9891185,0.005528596,0.002646274,0.0009282797,0.0004973902,0.001280934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9799821,0.01066274,0.0008634733,0.0006042813,0.001108825,0.00001954396,0.00006016772,0.0001311775,0.0002690671,0.00006383216,0.0001365467,0.006098225],"study_design_scores_gemma":[0.9379234,0.05866234,0.001843957,0.00006369796,0.0007720858,0.000008982471,0.00002501647,0.0003339534,0.0001302016,0.0001072533,0.0001184765,0.0000107108],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9707758,0.003785596,0.001035148,0.0006248241,0.000844255,0.0207078,0.0007039566,0.0001499034,0.001372708],"genre_scores_gemma":[0.9570197,0.001664656,0.003224803,0.0004937624,0.0005860135,0.03505735,0.0004037821,0.00001833824,0.001531475],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.008065085,"threshold_uncertainty_score":0.04265279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2771113034","doi":"10.2196/resprot.8502","title":"MyVoice National Text Message Survey of Youth Aged 14 to 24 Years: Study Protocol","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Data collection; Confidentiality; Qualitative property; Protocol (science); Descriptive statistics; Adolescent health; Medical education; Incentive; Psychology; Health care; Qualitative research; Public relations; Computer science; Medicine; Political science; Sociology; Nursing","authors":[{"name":"Melissa DeJonckheere","is_ca":false},{"name":"Lauren P. Nichols","is_ca":false},{"name":"Michelle H. Moniz","is_ca":false},{"name":"Kendrin R. Sonneville","is_ca":false},{"name":"V. G. Vinod Vydiswaran","is_ca":false},{"name":"Xinyan Zhao","is_ca":false},{"name":"Timothy C. Guetterman","is_ca":false},{"name":"Tammy Chang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.7318197792132817,"gpt":0.6925864128830312,"spread":0.03923336633025043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03084107,0.001769968,0.001810379,0.002902214,0.003432606,0.001997681,0.003300006,0.002434456,0.0424461],"category_scores_gemma":[0.02104395,0.002007108,0.001393549,0.002550489,0.001291672,0.002347593,0.002523953,0.003805998,0.01114476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004121396,"about_ca_system_score_gemma":0.01545163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00796366,"about_ca_topic_score_gemma":0.01465664,"domain_scores_codex":[0.9864408,0.008291958,0.002175537,0.001218291,0.001119429,0.000753874],"domain_scores_gemma":[0.9872085,0.002955707,0.00183939,0.001571056,0.004864136,0.001561188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03774437,0.01939045,0.04735443,0.02828287,0.0006637104,0.001852632,0.01335628,0.005890602,0.004903094,0.02079221,0.5961899,0.2235795],"study_design_scores_gemma":[0.0344934,0.01548497,0.1811108,0.0131185,0.0004634886,0.001060187,0.01148392,0.007576872,0.003385194,0.01665957,0.7146701,0.0004929309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003992154,0.0001403725,0.003937636,0.0004082791,0.0001211431,0.974591,0.0137185,0.00009164518,0.002999253],"genre_scores_gemma":[0.002179261,0.0001007295,0.003915087,0.0002406426,0.00002260053,0.9910467,0.001967819,0.000008480131,0.0005185806],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0424461,"threshold_uncertainty_score":0.1631051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4225713352","doi":"10.2196/35960","title":"Development and Application of a Metaverse-Based Social Skills Training Program for Children With Autism Spectrum Disorder to Improve Social Interaction: Protocol for a Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Institute for Information and Communications Technology Promotion; Ministry of Science and ICT, South Korea","keywords":"Autism spectrum disorder; Autism; Applied psychology; Randomized controlled trial; Wearable computer; Psychology; Social skills; Medical education; Computer science; Developmental psychology; Medicine","authors":[{"name":"JooHyun Lee","is_ca":false},{"name":"Tae Seon Lee","is_ca":false},{"name":"SeungWoo Lee","is_ca":false},{"name":"Jihye Jang","is_ca":false},{"name":"Suyoung Yoo","is_ca":false},{"name":"Yejin Choi","is_ca":false},{"name":"Yu Rang Park","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08965721618308277,"gpt":0.4880523221169765,"spread":0.3983951059338937,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01999422,0.005536349,0.01191507,0.002946209,0.003109493,0.003891197,0.003026006,0.007108238,0.05117439],"category_scores_gemma":[0.02161901,0.002932088,0.005384302,0.002871913,0.002899232,0.003383179,0.001943667,0.007278941,0.007146046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004234208,"about_ca_system_score_gemma":0.01317516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003784435,"about_ca_topic_score_gemma":0.005544604,"domain_scores_codex":[0.9883198,0.005891208,0.001499217,0.001170165,0.001711605,0.001407956],"domain_scores_gemma":[0.9917402,0.002378095,0.001788597,0.0009585599,0.001945666,0.001188848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9101372,0.02672771,0.0005705977,0.01639959,0.002426764,0.0001565555,0.000293793,0.001166578,0.001817546,0.001624934,0.00757269,0.03110614],"study_design_scores_gemma":[0.9624975,0.02537125,0.0008963149,0.001221013,0.0006692075,0.00001726071,0.00008466875,0.0006661123,0.000480645,0.0008164949,0.007228633,0.00005099383],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003721169,0.0003312875,0.0008361937,0.0001421514,0.0003426418,0.9933358,0.0006679599,0.0001070237,0.0005157195],"genre_scores_gemma":[0.002392535,0.0001434211,0.001270791,0.0001007121,0.00004209956,0.9956441,0.00006847693,0.000004430643,0.0003334787],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05117439,"threshold_uncertainty_score":0.1711954,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2606719182","doi":"10.2196/resprot.6198","title":"Mobile Application to Promote Adherence to Oral Chemotherapy and Symptom Management: A Protocol for Design and Development","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Medication Adherence and Compliance","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Patient-Centered Outcomes Research Institute","keywords":"Medicine; Chemotherapy; Intervention (counseling); Protocol (science); Intensive care medicine; Usability; Physical therapy; Alternative medicine; Surgery; Nursing","authors":[{"name":"Joel N. Fishbein","is_ca":false},{"name":"Lauren Nisotel","is_ca":false},{"name":"James MacDonald","is_ca":false},{"name":"Nicole Pensak","is_ca":false},{"name":"Jamie M. Jacobs","is_ca":false},{"name":"Clare Flanagan","is_ca":false},{"name":"Kamal Jethwani","is_ca":false},{"name":"Joseph A. Greer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3732771123827268,"gpt":0.5942342106643401,"spread":0.2209570982816133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04452359,0.003223551,0.002610742,0.00348198,0.004041924,0.003132814,0.002663563,0.005662762,0.05943184],"category_scores_gemma":[0.0401181,0.002030523,0.003330264,0.002037975,0.002914349,0.002293102,0.002690658,0.006363468,0.01582456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004285334,"about_ca_system_score_gemma":0.02474694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046667,"about_ca_topic_score_gemma":0.006760415,"domain_scores_codex":[0.9821216,0.01025706,0.00280468,0.001016824,0.002471106,0.001328701],"domain_scores_gemma":[0.9757639,0.007684068,0.001603772,0.003205238,0.01034192,0.001401033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03483935,0.03561882,0.003304927,0.07564193,0.0005122281,0.002397679,0.01277382,0.005423594,0.01693957,0.02598049,0.2336893,0.5528783],"study_design_scores_gemma":[0.06528515,0.02557419,0.01039285,0.03969152,0.0006248209,0.0007517261,0.003703412,0.004463405,0.009067184,0.0129646,0.8269174,0.0005636946],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009739246,0.0001791523,0.004394094,0.0001732062,0.0001791234,0.9916203,0.0006344647,0.0001108657,0.00173479],"genre_scores_gemma":[0.0005260989,0.0001846198,0.007706125,0.00009552619,0.00001378061,0.990862,0.00009275002,0.000007916715,0.0005111249],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05943184,"threshold_uncertainty_score":0.235466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2558429215","doi":"10.2196/resprot.6534","title":"Can a Free Wearable Activity Tracker Change Behavior? The Impact of Trackers on Adults in a Physician-Led Wellness Group","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Physical Activity and Health","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Activity tracker; BitTorrent tracker; Psychology; Wearable technology; Medicine; Physical activity; Physical therapy; Wearable computer; Family medicine; Medical education; Computer science; Eye tracking","authors":[{"name":"Lisa Gualtieri","is_ca":false},{"name":"Sandra Rosenbluth","is_ca":false},{"name":"Jeffrey Phillips","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.257520603460677,"gpt":0.5401502252627738,"spread":0.2826296218020968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003348197,0.0001623314,0.0002949029,0.0003441671,0.001224277,0.0008143357,0.0004015616,0.000755815,0.002871587],"category_scores_gemma":[0.007061398,0.0001750715,0.0005594944,0.0003026648,0.0004897827,0.0006758238,0.001125939,0.0007986923,0.0002991776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007390075,"about_ca_system_score_gemma":0.001565582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005887607,"about_ca_topic_score_gemma":0.01525366,"domain_scores_codex":[0.9981432,0.0009890884,0.0001111308,0.0001203312,0.0002583486,0.0003779533],"domain_scores_gemma":[0.995484,0.00114739,0.0008825939,0.0001383941,0.0004417452,0.001906018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001567315,0.01013446,0.859391,0.0003231522,0.0001576095,0.0002620431,0.02722944,0.00006874531,0.001458928,0.00008960931,0.002224044,0.09709368],"study_design_scores_gemma":[0.000373745,0.00876746,0.9555038,0.0001833207,0.0001404617,0.0001230783,0.03114692,0.0002008086,0.0003962621,0.00006306598,0.003080723,0.00002037005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9980797,0.0001596296,0.00004907931,0.0006473251,0.00001665,0.00008121218,0.00003676235,0.000004661958,0.0009250373],"genre_scores_gemma":[0.998888,0.0001458837,0.0002005307,0.000369869,0.00001522731,0.000076182,0.00004006504,0.000001236954,0.0002630612],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.005887607,"threshold_uncertainty_score":0.01770717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2620473287","doi":"10.2196/resprot.7341","title":"Home-Based HIV Testing and Counseling for Male Couples (Project Nexus): A Protocol for a Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Nexus (standard); Casual; Context (archaeology); Family medicine; Randomized controlled trial; Medicine; Human immunodeficiency virus (HIV); Psychology; Residence; Clinical psychology; Computer science; Demography","authors":[{"name":"Rob Stephenson","is_ca":false},{"name":"Ryan Freeland","is_ca":false},{"name":"Stephen Sullivan","is_ca":false},{"name":"Erin A. Riley","is_ca":false},{"name":"Brent A. Johnson","is_ca":false},{"name":"Jason W. Mitchell","is_ca":false},{"name":"Deborah A. McFarland","is_ca":false},{"name":"Patrick S. Sullivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2935765323186637,"gpt":0.5809153280581566,"spread":0.2873387957394929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06779508,0.00843563,0.0149194,0.004846465,0.005965704,0.007138158,0.004470234,0.01074492,0.1012866],"category_scores_gemma":[0.0592262,0.004789063,0.006689843,0.006356332,0.005314975,0.005134372,0.003112892,0.01201141,0.01790928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00851693,"about_ca_system_score_gemma":0.0242252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003533288,"about_ca_topic_score_gemma":0.006050039,"domain_scores_codex":[0.9417313,0.04060259,0.005310308,0.003238277,0.004992004,0.00412554],"domain_scores_gemma":[0.9726781,0.01013784,0.004398987,0.00443934,0.00576695,0.002578717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7657189,0.02609446,0.001268021,0.05701399,0.00409388,0.0006699735,0.001364253,0.004981257,0.002930742,0.01493398,0.0452911,0.07563944],"study_design_scores_gemma":[0.92363,0.01840023,0.001137268,0.00734566,0.001044762,0.00006546669,0.0002782227,0.003178862,0.000894917,0.004188968,0.03967908,0.0001565007],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.000434497,0.0001006904,0.0008083443,0.0000758467,0.0001693224,0.997732,0.0003405844,0.00007608534,0.0002625697],"genre_scores_gemma":[0.0003162751,0.00003490936,0.001074961,0.00004199935,0.00001476001,0.9983646,0.00002504801,0.000002680684,0.0001248734],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1012866,"threshold_uncertainty_score":0.3585389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2162760902","doi":"10.2196/resprot.2175","title":"Initial Evaluation of an Electronic Symptom Diary for Adolescents with Cancer","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Cancer survivorship and care","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Nursing Research","keywords":"Documentation; Medicine; Cancer; Electronic health record; Young adult; Family medicine; Health care; Gerontology; Computer science","authors":[{"name":"Christina Baggott","is_ca":false},{"name":"Faith Gibson","is_ca":false},{"name":"Beatriz Coll","is_ca":false},{"name":"Richard Kletter","is_ca":false},{"name":"Paul M. Zeltzer","is_ca":false},{"name":"Christine Miaskowski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2399527027894552,"gpt":0.585352133190818,"spread":0.3453994304013629,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009491677,0.0003788282,0.000491915,0.0008933742,0.0003004476,0.0005492148,0.0005591505,0.0004128763,0.001124053],"category_scores_gemma":[0.02359388,0.0001941765,0.000574206,0.0004690496,0.0001663405,0.0006137654,0.0006601608,0.0007927347,0.0002663161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004446958,"about_ca_system_score_gemma":0.0008097212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006476948,"about_ca_topic_score_gemma":0.001355826,"domain_scores_codex":[0.9956391,0.002429159,0.0009568704,0.000201046,0.0006254085,0.0001484243],"domain_scores_gemma":[0.9861881,0.006055966,0.001641214,0.0007808486,0.004664993,0.0006688175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001944832,0.002334618,0.5696647,0.001891426,0.0001532213,0.0008446339,0.00630038,0.001194551,0.01501791,0.0004620904,0.007619149,0.3925726],"study_design_scores_gemma":[0.0004243269,0.01531688,0.9127567,0.0007607469,0.0002439639,0.00213408,0.004472305,0.006436889,0.01447645,0.0001697093,0.04271265,0.00009539997],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9579087,0.001181603,0.01793309,0.0006814627,0.0002868068,0.01140707,0.004632121,0.0003028116,0.005666305],"genre_scores_gemma":[0.8968721,0.001021126,0.08774878,0.0003811111,0.0001045051,0.008860656,0.003715246,0.00004747002,0.001248945],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.009491677,"threshold_uncertainty_score":0.05019742,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018580397","doi":"10.2196/resprot.2659","title":"Mamma Mia: A Feasibility Study of a Web-Based Intervention to Reduce the Risk of Postpartum Depression and Enhance Subjective Well-Being","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Norske Kvinners Sanitetsforening","keywords":"Postpartum depression; Medicine; Anxiety; Depression (economics); Pregnancy; Psychological intervention; Intervention (counseling); Phobias; Psychiatry; Obstetrics","authors":[{"name":"Silje Marie Haga","is_ca":false},{"name":"Filip Drozd","is_ca":false},{"name":"Håvar Brendryen","is_ca":false},{"name":"Kari Slinning","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07992565522663041,"gpt":0.4935316323983133,"spread":0.4136059771716829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004876243,0.0006283482,0.0007958611,0.0008587603,0.001272037,0.0006653646,0.001109567,0.001081803,0.003496632],"category_scores_gemma":[0.005639448,0.0006450468,0.0006605306,0.0004414001,0.0007931598,0.001047959,0.001084575,0.001321565,0.0004167475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008325077,"about_ca_system_score_gemma":0.00360336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202413,"about_ca_topic_score_gemma":0.003490164,"domain_scores_codex":[0.997779,0.001327638,0.0001403893,0.0001629029,0.0002240761,0.0003661189],"domain_scores_gemma":[0.9973325,0.001253276,0.0002684259,0.0001602233,0.0002291598,0.0007565591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03960589,0.6627867,0.03324193,0.003565822,0.0003048917,0.0009830121,0.01113491,0.0007375858,0.009742541,0.0006633035,0.002099827,0.2351335],"study_design_scores_gemma":[0.06128461,0.7154604,0.2025642,0.0004114642,0.0003342404,0.0003850587,0.008757881,0.001623754,0.002421979,0.0003849772,0.006267928,0.0001036244],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9730612,0.00008661743,0.0006094995,0.0002350676,0.00004158673,0.02459332,0.0001915388,0.00003315919,0.001147897],"genre_scores_gemma":[0.9023399,0.0005398015,0.01211523,0.0006622717,0.0000985415,0.08243221,0.0003509572,0.00001422683,0.001446933],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.004876243,"threshold_uncertainty_score":0.02578831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4303510347","doi":"10.2196/41812","title":"FLASH Radiotherapy for the Treatment of Symptomatic Bone Metastases (FAST-01): Protocol for the First Prospective Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Protocol (science); Flash (photography); Medicine; Radiation therapy; Medical physics; Prospective cohort study; Radiology; Surgery; Pathology; Alternative medicine","authors":[{"name":"Emily Daugherty","is_ca":false},{"name":"Anthony Mascia","is_ca":false},{"name":"Yong Zhang","is_ca":false},{"name":"Eunsin Lee","is_ca":false},{"name":"Zhiyan Xiao","is_ca":false},{"name":"Mathieu Sertorio","is_ca":false},{"name":"Jennifer Woo","is_ca":false},{"name":"Claire McCann","is_ca":false},{"name":"Kenneth Russell","is_ca":false},{"name":"Lisa Levine","is_ca":false},{"name":"Ricky A. Sharma","is_ca":false},{"name":"Deepak Khuntia","is_ca":false},{"name":"Jeffrey D. Bradley","is_ca":false},{"name":"Charles B. Simone","is_ca":false},{"name":"John P. Perentesis","is_ca":false},{"name":"John C. Breneman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2886124314275323,"gpt":0.5629668208743172,"spread":0.2743543894467849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02293267,0.00420226,0.003661483,0.001427195,0.003320035,0.002384964,0.003440315,0.005285968,0.05028698],"category_scores_gemma":[0.01250097,0.001974194,0.002443276,0.001508979,0.002835509,0.002094515,0.002300254,0.006372634,0.01616198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003818807,"about_ca_system_score_gemma":0.0157209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548614,"about_ca_topic_score_gemma":0.004026096,"domain_scores_codex":[0.9899682,0.006080765,0.0008473942,0.0008438338,0.001137138,0.001122684],"domain_scores_gemma":[0.9897282,0.001373748,0.002174785,0.001556927,0.002636506,0.002529866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6971543,0.07725571,0.003790517,0.01670175,0.0008353106,0.001145405,0.001090099,0.005891581,0.02623902,0.006798885,0.07732625,0.08577111],"study_design_scores_gemma":[0.4690962,0.2098731,0.0156789,0.003278445,0.0007066019,0.000743152,0.0004581279,0.001904238,0.006902285,0.004001453,0.2870353,0.000322127],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003691481,0.0002063088,0.001582108,0.0002275658,0.0001407537,0.9901751,0.002122225,0.00008617125,0.001768262],"genre_scores_gemma":[0.003051331,0.0002095761,0.003293202,0.0003599824,0.00006617504,0.9911162,0.000929739,0.00001250173,0.0009612617],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05028698,"threshold_uncertainty_score":0.1682267,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2291305067","doi":"10.2196/resprot.5142","title":"Development and Initial Evaluation of the Web-Based Self-Management Program “Partner in Balance” for Family Caregivers of People With Early Stage Dementia: An Exploratory Mixed-Methods Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dementia and Cognitive Impairment Research","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Dementia; Psychological intervention; Family caregivers; Usability; Intervention (counseling); Psychology; Focus group; Exploratory research; Program evaluation; Self-management; Medical education; Nursing; Medicine; Applied psychology; Computer science","authors":[{"name":"Lizzy Boots","is_ca":false},{"name":"Marjolein de Vugt","is_ca":false},{"name":"Hanneke EJ Withagen","is_ca":false},{"name":"Gertrudis I. J. M. Kempen","is_ca":false},{"name":"Frans R.J. Verhey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.159384436800219,"gpt":0.5421513298029157,"spread":0.3827668930026967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01673224,0.0009244508,0.001079666,0.001227772,0.001875169,0.001353258,0.001709091,0.001108538,0.001645749],"category_scores_gemma":[0.01322693,0.0006627048,0.0008798154,0.0007613824,0.0008034919,0.0009310893,0.001205876,0.0008412673,0.0002585615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362212,"about_ca_system_score_gemma":0.006860921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004011873,"about_ca_topic_score_gemma":0.007879215,"domain_scores_codex":[0.9928041,0.005070391,0.0004911542,0.0003659226,0.0007031476,0.0005652733],"domain_scores_gemma":[0.9944332,0.003229149,0.0003683709,0.0003569978,0.00102491,0.0005873647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01182421,0.2262231,0.05902325,0.008132224,0.0005975384,0.002190026,0.08803411,0.002127603,0.01630452,0.0007350149,0.001646823,0.5831615],"study_design_scores_gemma":[0.02622093,0.4466221,0.3196938,0.003402497,0.002213389,0.001325659,0.1291022,0.007565267,0.0348224,0.001088467,0.02759652,0.0003468274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788085,0.0001712307,0.001318011,0.00008058432,0.0000136087,0.0187077,0.0001952755,0.0000264387,0.0006786498],"genre_scores_gemma":[0.8975439,0.00112594,0.03997378,0.0003230278,0.000053425,0.05865125,0.0006069298,0.00003791454,0.001683768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01673224,"threshold_uncertainty_score":0.08848965,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284405481","doi":"10.2196/resprot.4838","title":"Evidence-Based mHealth Chronic Disease Mobile App Intervention Design: Development of a Framework","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"mHealth; Psychological intervention; Computer science; Health care; Intervention (counseling); Population; Mobile technology; Medicine; Knowledge management; Process management; Mobile device; Nursing; World Wide Web; Engineering","authors":[{"name":"Calvin Wilhide","is_ca":false},{"name":"Malinda Peeples","is_ca":false},{"name":"Robin Anthony Kouyaté","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5318795108121571,"gpt":0.6598318880258558,"spread":0.1279523772136987,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1141182,0.003339736,0.002677914,0.01267136,0.004321063,0.007636123,0.005508511,0.004782609,0.003430202],"category_scores_gemma":[0.08821685,0.002106048,0.005224776,0.005687004,0.007315441,0.006210756,0.008074902,0.004764769,0.001036337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02112187,"about_ca_system_score_gemma":0.05908096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01665427,"about_ca_topic_score_gemma":0.02109153,"domain_scores_codex":[0.9143078,0.05954487,0.01118733,0.004361666,0.009306658,0.001291614],"domain_scores_gemma":[0.9262804,0.04895739,0.005534913,0.002439469,0.01478133,0.002006598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004157189,0.001339399,0.008880096,0.04841558,0.0007139816,0.0006320918,0.01912169,0.02231022,0.002067148,0.35717,0.01196737,0.5269667],"study_design_scores_gemma":[0.002288645,0.003437285,0.01360528,0.1638514,0.00300258,0.0012692,0.01821759,0.08797108,0.008394244,0.3707087,0.3266073,0.000646746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01288372,0.0171512,0.8240141,0.01834471,0.0005314977,0.1020929,0.00151544,0.0007049764,0.02276159],"genre_scores_gemma":[0.02657126,0.00264808,0.9352133,0.0005252656,0.00002877253,0.0341939,0.0004088401,0.0000192785,0.0003912721],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1141182,"threshold_uncertainty_score":0.6035222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800811210","doi":"10.2196/resprot.8071","title":"Comparison of Online Survey Recruitment Platforms for Hard-to-Reach Pregnant Smoking Populations: Feasibility Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Center for Undergraduate Research and Scholarship, Bowling Green State University; University of Pennsylvania","keywords":"Medicine; Medical education; Computer science; Data science; Family medicine","authors":[{"name":"J. Ibarra","is_ca":false},{"name":"Jessica Marie Agas","is_ca":false},{"name":"Melissa Lee","is_ca":false},{"name":"Julia Lily Pan","is_ca":false},{"name":"Alison M. Buttenheim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9502907830135764,"gpt":0.7604436081568913,"spread":0.1898471748566851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1134831,0.0009818526,0.001056189,0.00208077,0.001884271,0.002949917,0.001805189,0.001919715,0.007580247],"category_scores_gemma":[0.1559965,0.001180321,0.002606296,0.001543328,0.001779397,0.00491199,0.003974247,0.001799834,0.001764255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149837,"about_ca_system_score_gemma":0.0073545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003072147,"about_ca_topic_score_gemma":0.004016738,"domain_scores_codex":[0.9131159,0.06303501,0.00775927,0.003148461,0.00930858,0.003632792],"domain_scores_gemma":[0.8891245,0.07108931,0.0119575,0.007169549,0.01584,0.00481919],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05897876,0.07927056,0.5087011,0.00801828,0.001748306,0.0008821093,0.0486798,0.00198324,0.003821771,0.003428495,0.009743468,0.2747441],"study_design_scores_gemma":[0.01928112,0.2150114,0.6873298,0.002750323,0.001762682,0.0006551759,0.03718333,0.009772643,0.003362333,0.001834648,0.0206876,0.0003689806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9317726,0.0002318307,0.006339177,0.0007774421,0.0001758151,0.05446999,0.0008840886,0.00009661533,0.005252424],"genre_scores_gemma":[0.8494976,0.0003841635,0.02247134,0.001103281,0.0001612761,0.1242532,0.001029082,0.00007165864,0.001028342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8865169,"threshold_uncertainty_score":0.6001633,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2939273936","doi":"10.2196/13368","title":"Virtual Reality and Web-Based Growth Mindset Interventions for Adolescent Depression: Protocol for a Three-Arm Randomized Trial","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mindset; Psychological intervention; Intervention (counseling); Randomized controlled trial; Personality; Clinical psychology; Psychology; Medicine; Psychiatry; Social psychology; Computer science; Artificial intelligence","authors":[{"name":"Jessica L. Schleider","is_ca":false},{"name":"Michael C Mullarkey","is_ca":false},{"name":"John R. Weisz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3498367044162891,"gpt":0.6194665549677368,"spread":0.2696298505514478,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02136775,0.005658865,0.0111064,0.002408897,0.003636441,0.003743064,0.003932143,0.006219927,0.08915552],"category_scores_gemma":[0.01866972,0.003179741,0.005359685,0.002879214,0.003230951,0.002980613,0.002339698,0.01018159,0.0126238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005464642,"about_ca_system_score_gemma":0.01616203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974155,"about_ca_topic_score_gemma":0.006428273,"domain_scores_codex":[0.9880263,0.00617242,0.001393855,0.001186213,0.001632648,0.001588532],"domain_scores_gemma":[0.9917933,0.001924981,0.001680644,0.001038435,0.002218492,0.001344084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8756955,0.03213011,0.0008071678,0.01967915,0.002270828,0.0002261667,0.000516233,0.00243295,0.002303482,0.003333672,0.01713669,0.04346802],"study_design_scores_gemma":[0.9523161,0.02387129,0.001485602,0.001977231,0.0006227692,0.00003149426,0.0001178547,0.001360024,0.0005234842,0.00151595,0.01610425,0.00007390999],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00118777,0.0001328914,0.0006161972,0.00008602736,0.0001535344,0.9969506,0.0004785602,0.00005276944,0.000341555],"genre_scores_gemma":[0.0009966047,0.00007150942,0.0007812922,0.0000599136,0.00002177207,0.9977459,0.00005362662,0.000002842066,0.0002664264],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08915552,"threshold_uncertainty_score":0.298255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2591388922","doi":"10.2196/resprot.6050","title":"Rationale and Design of a Genetic Study on Cardiometabolic Risk Factors: Protocol for the Tehran Cardiometabolic Genetic Study (TCGS)","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Medicine; Protocol (science); Diabetes mellitus; Research design; Gerontology; Alternative medicine; Endocrinology","authors":[{"name":"Maryam Sadat Daneshpour","is_ca":false},{"name":"Mohammad‐Sadegh Fallah","is_ca":false},{"name":"Bahareh Sedaghati-khayat","is_ca":false},{"name":"Kamran Guity","is_ca":false},{"name":"Davood Khalili","is_ca":false},{"name":"Mehdi Hedayati","is_ca":false},{"name":"Ahmad Ebrahimi","is_ca":false},{"name":"Farhad Hajsheikholeslami","is_ca":false},{"name":"Parvin Mirmiran","is_ca":false},{"name":"Fahimeh Ramezani Tehrani","is_ca":false},{"name":"Amirabbas Momenan","is_ca":false},{"name":"Arash Ghanbarian","is_ca":false},{"name":"Atieh Amouzegar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.298907528446257,"gpt":0.5387722162632393,"spread":0.2398646878169824,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03768069,0.004034955,0.003099573,0.002461065,0.004287764,0.001753009,0.003282496,0.004176485,0.04363586],"category_scores_gemma":[0.02701893,0.002240957,0.001741779,0.002702581,0.002328795,0.001711651,0.002037979,0.005286359,0.01828191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002956161,"about_ca_system_score_gemma":0.01488208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003431357,"about_ca_topic_score_gemma":0.005210905,"domain_scores_codex":[0.982537,0.01114953,0.001655664,0.002057566,0.001486335,0.001113867],"domain_scores_gemma":[0.9861837,0.002633674,0.001263746,0.002976533,0.004989211,0.001953011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1890746,0.03843569,0.04145484,0.02042958,0.001662373,0.003937731,0.006067876,0.008006773,0.01513323,0.04253125,0.3750287,0.2582374],"study_design_scores_gemma":[0.1545563,0.03708141,0.08322505,0.01058256,0.001583247,0.001702119,0.002232522,0.01033597,0.006005854,0.03227646,0.6596204,0.0007981532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003608387,0.0003229628,0.01106935,0.0006445108,0.0006786,0.9746922,0.005569189,0.0001469005,0.003267976],"genre_scores_gemma":[0.003229774,0.000159892,0.01006449,0.0005076919,0.0001450313,0.9839768,0.001215678,0.00001407721,0.0006866189],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04363586,"threshold_uncertainty_score":0.1992769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042765944","doi":"10.2196/resprot.2389","title":"Feasibility of a Personal Health Technology-Based Psychological Intervention for Men with Stress and Mood Problems: Randomized Controlled Pilot Trial","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Jyväskylän Yliopisto; Suomalainen Lääkäriseura Duodecim; Teknologian Tutkimuskeskus VTT; Tekes","keywords":"Randomized controlled trial; Intervention (counseling); Psychological intervention; Mood; mHealth; eHealth; Anxiety; Mental health; Perceived Stress Scale; Psychology; Cognitive behavioral therapy; Clinical psychology; Medicine; Health care; Psychiatry; Stress (linguistics)","authors":[{"name":"Päivi Lappalainen","is_ca":false},{"name":"Kirsikka Kaipainen","is_ca":false},{"name":"Raimo Lappalainen","is_ca":false},{"name":"Henna Hoffrén","is_ca":false},{"name":"Tero Myllymäki","is_ca":false},{"name":"Marja-Liisa Kinnunen","is_ca":false},{"name":"Elina Mattila","is_ca":false},{"name":"Antti P. Happonen","is_ca":false},{"name":"Heikki Rusko","is_ca":false},{"name":"Ilkka Korhonen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2842029151159343,"gpt":0.5927010932903365,"spread":0.3084981781744022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00354361,0.001777475,0.003678175,0.001138845,0.001084926,0.001292689,0.001434563,0.002888146,0.01460796],"category_scores_gemma":[0.004240691,0.00126128,0.002733179,0.0009421643,0.001793808,0.001519183,0.001232316,0.002220365,0.001133673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111476,"about_ca_system_score_gemma":0.003129233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421281,"about_ca_topic_score_gemma":0.003444478,"domain_scores_codex":[0.997501,0.001411249,0.0002316416,0.0003371637,0.0001726923,0.0003462914],"domain_scores_gemma":[0.9976736,0.0008926053,0.0004288475,0.0001868591,0.0001835429,0.0006345334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.935938,0.03905614,0.0005660502,0.001618638,0.0007267026,0.00005560054,0.0001090772,0.000188981,0.0009093547,0.00008360556,0.0003511774,0.02039669],"study_design_scores_gemma":[0.9178357,0.08038071,0.0009535432,0.00005795875,0.000251673,0.000006617768,0.00003582281,0.0001033672,0.0001158216,0.00005342986,0.0001979649,0.000007293923],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.8988568,0.003273862,0.002224996,0.001116017,0.001237289,0.08943072,0.001397669,0.0003994379,0.002063193],"genre_scores_gemma":[0.8539515,0.002796411,0.007958989,0.001056483,0.0008998736,0.1297551,0.000628795,0.00003183812,0.002921065],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01460796,"threshold_uncertainty_score":0.04886854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2004604710","doi":"10.2196/resprot.3041","title":"A Smartphone-Based Pain Management App for Adolescents With Cancer: Establishing System Requirements and a Pain Care Algorithm Based on Literature Review, Interviews, and Consensus","year":2014,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false},"ca_institutions":"University Health Network; Hospital for Sick Children; University of Toronto","funders":"Hospital for Sick Children; Pediatric Oncology Group of Ontario","keywords":"Pain management; Cancer pain; Medicine; Population; Pain assessment; Smartphone app; Computer science; Cancer; Physical therapy; Human–computer interaction","authors":[{"name":"Lindsay Jibb","is_ca":true},{"name":"Bonnie Stevens","is_ca":true},{"name":"Paul C. Nathan","is_ca":true},{"name":"Emily Seto","is_ca":true},{"name":"Joseph A Cafazzo","is_ca":true},{"name":"Jennifer Stinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06825952948398045,"gpt":0.443091923352711,"spread":0.3748323938687306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1910461,0.001481155,0.003098935,0.01327985,0.003674526,0.006238879,0.003662482,0.003482086,0.001057239],"category_scores_gemma":[0.1929821,0.001759687,0.004004867,0.007192355,0.002913046,0.008525253,0.005773378,0.003836441,0.0003432861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01531062,"about_ca_system_score_gemma":0.0791302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009826951,"about_ca_topic_score_gemma":0.02412616,"domain_scores_codex":[0.8698785,0.07291709,0.03304959,0.003800728,0.0180666,0.002287477],"domain_scores_gemma":[0.7351294,0.1922587,0.01857455,0.003616666,0.04833179,0.002089059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004101197,0.0003835318,0.01462243,0.3346956,0.001219572,0.002604507,0.1835202,0.002821896,0.006012111,0.006915249,0.01017036,0.4366244],"study_design_scores_gemma":[0.0003911595,0.001662863,0.01581834,0.7244522,0.00586588,0.002237766,0.1545076,0.005350715,0.005832311,0.00509342,0.07836998,0.0004177965],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.3074289,0.3227566,0.1485297,0.05939623,0.001819686,0.1250451,0.003477727,0.0006655473,0.03088045],"genre_scores_gemma":[0.446881,0.1332553,0.3684655,0.007474506,0.0001851367,0.0404806,0.001577832,0.0001333728,0.001546876],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1910461,"threshold_uncertainty_score":0.9975841,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1593419702","doi":"10.2196/resprot.3852","title":"Mobile App-Delivered Cognitive Behavioral Therapy for Insomnia: Feasibility and Initial Efficacy Among Veterans With Cannabis Use Disorders","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute on Drug Abuse; National Center for PTSD, U.S. Department of Veterans Affairs; Clinical Science Research and Development; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Cannabis; Psychiatry; Cognitive behavioral therapy; Context (archaeology); Insomnia; Medicine; Mood; Randomized controlled trial; Clinical psychology; Psychology; Cognition","authors":[{"name":"Kimberly A. Babson","is_ca":false},{"name":"Danielle E. Ramo","is_ca":false},{"name":"Lisa Baldini","is_ca":false},{"name":"Ryan G. Vandrey","is_ca":false},{"name":"Marcel O. Bonn‐Miller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4342484675589032,"gpt":0.6190367064562012,"spread":0.1847882388972981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007921676,0.0003821152,0.0005536109,0.0002298225,0.0006722721,0.0005400901,0.0004049325,0.0004453638,0.002833001],"category_scores_gemma":[0.001688692,0.0002375225,0.0006609014,0.0001660321,0.0003311633,0.0002755165,0.0004186732,0.0007656979,0.0003735542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006686858,"about_ca_system_score_gemma":0.001542137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031747,"about_ca_topic_score_gemma":0.01499702,"domain_scores_codex":[0.999679,0.000107993,0.00002675411,0.00003821203,0.00005574896,0.00009222163],"domain_scores_gemma":[0.9995913,0.0001045253,0.00005412921,0.00002132035,0.00008710792,0.0001416108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04782235,0.1619635,0.1089751,0.002263096,0.0008927609,0.001026603,0.009424454,0.0006346673,0.03266094,0.000204033,0.003167765,0.6309646],"study_design_scores_gemma":[0.03587004,0.4966678,0.4393981,0.0006074095,0.001470869,0.0008926073,0.007249154,0.003450358,0.008247446,0.0002388223,0.005803617,0.000103743],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.998455,0.0001210843,0.0001519529,0.0001083052,0.0000134868,0.0006365954,0.00006039486,0.00002287757,0.0004302165],"genre_scores_gemma":[0.9957793,0.0004875706,0.001608998,0.0001312822,0.00002934929,0.001151413,0.0001081717,0.000007931093,0.0006959283],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.008031747,"threshold_uncertainty_score":0.01596999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2801228313","doi":"10.2196/resprot.7655","title":"Addressing Participant Validity in a Small Internet Health Survey (The Restore Study): Protocol and Recommendations for Survey Response Validation","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Protocol (science); The Internet; Computer science; Data deduplication; Population; Social media; World Wide Web; Survey methodology; Data science; Applied psychology; Psychology; Computer security; Medicine; Environmental health","authors":[{"name":"James DeWitt","is_ca":false},{"name":"Benjamin D. Capistrant","is_ca":false},{"name":"Nidhi Kohli","is_ca":false},{"name":"B. R. Simon Rosser","is_ca":false},{"name":"Darryl Mitteldorf","is_ca":false},{"name":"Enyinnaya Merengwa","is_ca":false},{"name":"William West","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.9623019327691681,"gpt":0.7505321294882209,"spread":0.2117698032809472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.7107671,0.003884032,0.00362472,0.01308596,0.01023954,0.007561763,0.007239228,0.01106844,0.02181532],"category_scores_gemma":[0.7497345,0.007328014,0.006762695,0.01042606,0.009122943,0.009463683,0.008891238,0.01300201,0.01727803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009742266,"about_ca_system_score_gemma":0.05463973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005034859,"about_ca_topic_score_gemma":0.008566702,"domain_scores_codex":[0.2329297,0.6267315,0.1005804,0.006572976,0.02900323,0.00418207],"domain_scores_gemma":[0.1959304,0.3871332,0.04703891,0.1595758,0.2048552,0.005466464],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00756993,0.005388074,0.01985413,0.0344385,0.001110225,0.0009144873,0.04938639,0.002801273,0.007890951,0.0290541,0.3480829,0.493509],"study_design_scores_gemma":[0.01600241,0.006609862,0.05114308,0.07126743,0.001430206,0.001209004,0.01868597,0.01916721,0.02157066,0.04335392,0.7480005,0.001559756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004708577,0.0004334834,0.1061807,0.005586761,0.001301393,0.8717972,0.00294579,0.001692645,0.005353489],"genre_scores_gemma":[0.003278338,0.0001496407,0.08136717,0.001058356,0.00008243479,0.9129071,0.0004358746,0.0001297235,0.0005913787],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2892329,"threshold_uncertainty_score":0.3566757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2290915767","doi":"10.2196/resprot.5204","title":"Improving Patient Experience and Primary Care Quality for Patients With Complex Chronic Disease Using the Electronic Patient-Reported Outcomes Tool: Adopting Qualitative Methods Into a User-Centered Design Approach","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Education","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"St. Michael's Hospital; Institute for Work & Health; University of Waterloo; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University of Toronto","funders":"","keywords":"mHealth; eHealth; Qualitative research; Focus group; Computer science; Health care; Process (computing); User-centered design; Telemedicine; Knowledge management; Medicine; Process management; Nursing; Human–computer interaction; Psychological intervention; Engineering","authors":[{"name":"Carolyn Steele Gray","is_ca":true},{"name":"Anum Irfan Khan","is_ca":true},{"name":"Kerry Kuluski","is_ca":true},{"name":"Ian McKillop","is_ca":true},{"name":"Sarah Harvey","is_ca":true},{"name":"Arlene S. Bierman","is_ca":true},{"name":"Renee F Lyons","is_ca":true},{"name":"Cheryl Cott","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3923350734566953,"gpt":0.5828662233823656,"spread":0.1905311499256703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08460502,0.0006696287,0.0006219136,0.002669322,0.0031196,0.004332923,0.001792717,0.001201479,0.002573275],"category_scores_gemma":[0.07379296,0.0005335949,0.001073492,0.002487665,0.005388272,0.004122175,0.004526588,0.001942294,0.0003000282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006063723,"about_ca_system_score_gemma":0.01131178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002605459,"about_ca_topic_score_gemma":0.0049818,"domain_scores_codex":[0.9346518,0.05779848,0.002016953,0.001110001,0.003007849,0.001414962],"domain_scores_gemma":[0.8877949,0.09594552,0.003518777,0.003021895,0.008432521,0.001286474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002324159,0.0004339452,0.01098964,0.003851086,0.00006159337,0.0005395151,0.8379536,0.001114063,0.003516235,0.01468957,0.003401115,0.1232172],"study_design_scores_gemma":[0.0003067734,0.001421155,0.01250966,0.005989264,0.0001338614,0.0005560837,0.8688712,0.003783604,0.008591236,0.02031487,0.07733016,0.0001921474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.6521987,0.002574051,0.2818717,0.01395306,0.0005223262,0.02601583,0.002652246,0.0003761019,0.01983598],"genre_scores_gemma":[0.6760184,0.001627985,0.2885913,0.002636031,0.00005883113,0.02800593,0.000428622,0.0001203254,0.002512563],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.08460502,"threshold_uncertainty_score":0.4474395,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547757901","doi":"10.2196/resprot.6194","title":"App Chronic Disease Checklist: Protocol to Evaluate Mobile Apps for Chronic Disease Self-Management","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Checklist; Mobile apps; Protocol (science); Chronic disease; Medicine; Self-management; Disease; Computer science; World Wide Web; Psychology; Alternative medicine; Family medicine; Internal medicine; Pathology; Artificial intelligence","authors":[{"name":"Kevin Anderson","is_ca":false},{"name":"Oksana Burford","is_ca":false},{"name":"Lynne Emmerton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.187864646017255,"gpt":0.6247476754683455,"spread":0.4368830294510905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05365325,0.002622991,0.003483774,0.003960242,0.003811976,0.002661457,0.002688081,0.003351327,0.04112389],"category_scores_gemma":[0.07215494,0.002179473,0.004383662,0.002510174,0.001955556,0.002288013,0.003057636,0.005071898,0.01033653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004337989,"about_ca_system_score_gemma":0.02502735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00210327,"about_ca_topic_score_gemma":0.006261393,"domain_scores_codex":[0.9567153,0.02302322,0.01333888,0.00188495,0.0035168,0.001520881],"domain_scores_gemma":[0.9269987,0.03182771,0.006523693,0.005096684,0.02763616,0.001916991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03064991,0.009232647,0.007353334,0.1307739,0.0009992329,0.001232044,0.01348012,0.003193643,0.005440022,0.01372448,0.310066,0.4738546],"study_design_scores_gemma":[0.03765957,0.01064933,0.03329888,0.05226931,0.001053825,0.0007986274,0.005048956,0.002785182,0.005755663,0.01017309,0.8397115,0.0007961468],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003152634,0.0007365566,0.008170124,0.0007353388,0.0003511228,0.9751177,0.007147296,0.0003085346,0.00428069],"genre_scores_gemma":[0.001144086,0.0002308299,0.01103855,0.0001731345,0.00002343729,0.9862615,0.0006582501,0.00001475498,0.0004555047],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05365325,"threshold_uncertainty_score":0.2837489,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983164813","doi":"10.2196/resprot.4042","title":"Impact of the Mobile HealthPROMISE Platform on the Quality of Care and Quality of Life in Patients With Inflammatory Bowel Disease: Study Protocol of a Pragmatic Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Quality of life (healthcare); Inflammatory bowel disease; Psychological intervention; Physical therapy; Disease; Quality management; Disease management; Patient education; Family medicine; Nursing; Internal medicine","authors":[{"name":"Ashish Atreja","is_ca":false},{"name":"Sameer Khan","is_ca":false},{"name":"J Rogers","is_ca":false},{"name":"Emamuzo Otobo","is_ca":false},{"name":"Nishant Patel","is_ca":false},{"name":"Thomas Ullman","is_ca":false},{"name":"J F Colombel","is_ca":false},{"name":"Shirley M. Moore","is_ca":false},{"name":"Bruce E. Sands","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07875131691854538,"gpt":0.4840151898892742,"spread":0.4052638729707289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02789634,0.006490498,0.01108941,0.001936608,0.002745483,0.004550561,0.002764834,0.007531546,0.04786259],"category_scores_gemma":[0.03363984,0.002324993,0.007724339,0.00249222,0.003906495,0.003701957,0.00221903,0.007003729,0.006590078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004757845,"about_ca_system_score_gemma":0.01256276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002583524,"about_ca_topic_score_gemma":0.004088198,"domain_scores_codex":[0.9784086,0.01380822,0.002211573,0.001778146,0.001839678,0.001953869],"domain_scores_gemma":[0.9850241,0.005232665,0.003294135,0.001534818,0.002871078,0.002043201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9563344,0.01054362,0.0005216702,0.01056984,0.002978028,0.0001448289,0.0002280619,0.0008504223,0.0007776673,0.001294843,0.004062923,0.01169366],"study_design_scores_gemma":[0.9643774,0.02434679,0.0008453478,0.001283419,0.001160513,0.00002651349,0.00007427594,0.000810465,0.0002490633,0.001133381,0.005646107,0.00004676454],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005602278,0.0004777823,0.001186363,0.0003033996,0.000471456,0.9901793,0.0008276318,0.00006828266,0.0008833943],"genre_scores_gemma":[0.005393948,0.000149788,0.001543824,0.0002306814,0.00007459539,0.9921578,0.0001047139,0.000005345593,0.0003393515],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04786259,"threshold_uncertainty_score":0.1601163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898978558","doi":"10.2196/11540","title":"Investigating Intervention Components and Exploring States of Receptivity for a Smartphone App to Promote Physical Activity: Protocol of a Microrandomized Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychological intervention; Incentive; mHealth; Intervention (counseling); Context (archaeology); Protocol (science); Applied psychology; Psychology; Randomized controlled trial; eHealth; Incentive program; Computer science; Medicine; Nursing; Health care; Alternative medicine","authors":[{"name":"Jan-Niklas Kramer","is_ca":false},{"name":"Florian Künzler","is_ca":false},{"name":"Varun Mishra","is_ca":false},{"name":"Bastien Presset","is_ca":false},{"name":"David Kotz","is_ca":false},{"name":"Shawna N. Smith","is_ca":false},{"name":"Urte Scholz","is_ca":false},{"name":"Tobias Kowatsch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4842277837303872,"gpt":0.6209535761978063,"spread":0.1367257924674192,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03245337,0.003924957,0.005900196,0.001919961,0.003061785,0.002711836,0.002167901,0.005516001,0.04226852],"category_scores_gemma":[0.04425142,0.002472347,0.003686676,0.002321347,0.003235679,0.002435828,0.002457644,0.00666608,0.009461286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003592575,"about_ca_system_score_gemma":0.01379834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238573,"about_ca_topic_score_gemma":0.003094932,"domain_scores_codex":[0.9827548,0.0100528,0.002097602,0.001785901,0.001630287,0.001678642],"domain_scores_gemma":[0.9814756,0.007204178,0.002812618,0.003116983,0.003834949,0.001555781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7852094,0.0513633,0.002059474,0.01711798,0.002709706,0.0004551191,0.001969667,0.006475534,0.006693149,0.008302516,0.01771398,0.0999301],"study_design_scores_gemma":[0.7876133,0.118393,0.006499067,0.003211233,0.001884672,0.0001323545,0.0003794777,0.004721624,0.00351847,0.009641837,0.06370924,0.00029577],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004597411,0.0001982411,0.003171675,0.0001654685,0.0002824306,0.9900349,0.0005544402,0.0001074312,0.0008880498],"genre_scores_gemma":[0.002300126,0.00004702762,0.002001444,0.00007724663,0.00002197667,0.99531,0.00004566013,0.000004750862,0.0001917864],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04226852,"threshold_uncertainty_score":0.1716319,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107740048","doi":"10.2196/resprot.2865","title":"Co-Creation With TickiT: Designing and Evaluating a Clinical eHealth Platform for Youth","year":2013,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"BC Children's Hospital; Michael Smith Health Research BC; Simon Fraser University; University of British Columbia; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Psychosocial; eHealth; Mental health; Telehealth; Focus group; Medicine; Data collection; Medical education; Nursing; General partnership; Health care; Telemedicine; Psychology; Psychiatry; Business","authors":[{"name":"Sandy Whitehouse","is_ca":true},{"name":"Pei‐Yoong Lam","is_ca":true},{"name":"Ellen Balka","is_ca":true},{"name":"Shelagh McLellan","is_ca":false},{"name":"Mariana Deevska","is_ca":true},{"name":"D. Eli Penn","is_ca":false},{"name":"Robert M. Issenman","is_ca":true},{"name":"Mary Paone","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.634034949708601,"gpt":0.7149061227390112,"spread":0.08087117303041025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02420378,0.0007336728,0.0004621553,0.001254513,0.001751675,0.002663442,0.001781646,0.0009873667,0.001497999],"category_scores_gemma":[0.03284019,0.0004106684,0.0008515895,0.0005554254,0.001775818,0.001755274,0.003366803,0.0009968313,0.0003828074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003101381,"about_ca_system_score_gemma":0.009357649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005008606,"about_ca_topic_score_gemma":0.009283828,"domain_scores_codex":[0.9895139,0.006628554,0.0007229757,0.0004353488,0.001287347,0.001411906],"domain_scores_gemma":[0.9814558,0.01069295,0.00119382,0.0009289072,0.002734424,0.002994024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005924788,0.04733959,0.1253514,0.005441015,0.0003916681,0.003642675,0.1321261,0.009848038,0.03223194,0.0029196,0.006533211,0.62825],"study_design_scores_gemma":[0.009058665,0.1816547,0.2725812,0.0035333,0.001933022,0.004174289,0.2515785,0.06503397,0.1070355,0.004901194,0.09755089,0.0009646777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.977362,0.0001152531,0.009471226,0.0002830327,0.00003540222,0.01041292,0.0001615216,0.0002130944,0.001945451],"genre_scores_gemma":[0.8818126,0.0004074472,0.1058328,0.0002748261,0.00003451472,0.009443273,0.0003872862,0.00009118019,0.001716245],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.02420378,"threshold_uncertainty_score":0.1280034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2530140318","doi":"10.2196/resprot.5861","title":"Teaching Intuitive Eating and Acceptance and Commitment Therapy Skills Via a Web-Based Intervention: A Pilot Single-Arm Intervention Study","year":2016,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Overweight; Population; Body mass index; Interquartile range; Weight management; Medicine; Weight loss; Intervention (counseling); Dieting; Psychological intervention; Acceptance and commitment therapy; Binge eating; Physical therapy; Psychology; Clinical psychology; Obesity; Eating disorders; Psychiatry","authors":[{"name":"Sara E. Boucher","is_ca":false},{"name":"Olivia Clare Edwards","is_ca":false},{"name":"Andrew Gray","is_ca":false},{"name":"Shyamala Nada‐Raja","is_ca":false},{"name":"Jason Lillis","is_ca":false},{"name":"Tracy L. Tylka","is_ca":false},{"name":"Caroline C. Horwath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1938525129142603,"gpt":0.5362536690725254,"spread":0.3424011561582651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002415545,0.001605523,0.002105563,0.000946131,0.001266946,0.0009125255,0.001297341,0.001593868,0.008743995],"category_scores_gemma":[0.002628364,0.0009141262,0.001365882,0.0005561639,0.001036287,0.001035791,0.001242811,0.002311862,0.00110819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007754523,"about_ca_system_score_gemma":0.002579187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002651951,"about_ca_topic_score_gemma":0.00340684,"domain_scores_codex":[0.9987626,0.0004217284,0.00009579563,0.0002161039,0.0001746272,0.0003290757],"domain_scores_gemma":[0.9982198,0.0004867126,0.0001993149,0.0001827921,0.0002226876,0.0006887754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1115382,0.8275787,0.002881577,0.001027439,0.0003489406,0.0001727016,0.001021591,0.0004382819,0.005179679,0.00007519194,0.0006127996,0.04912494],"study_design_scores_gemma":[0.1889432,0.7826437,0.02473415,0.00009981927,0.0002384786,0.00004927319,0.0005815944,0.000705965,0.001102011,0.0001080651,0.0007597903,0.00003401505],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9791451,0.0001383837,0.0006025021,0.0001007319,0.00007427121,0.01893682,0.0002028831,0.00007974006,0.0007196231],"genre_scores_gemma":[0.9141578,0.00056891,0.008474132,0.0004400038,0.0002063539,0.0723939,0.0003710369,0.00002397543,0.003363871],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.008743995,"threshold_uncertainty_score":0.02925158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W788047662","doi":"10.2196/resprot.4320","title":"Accuracy of Detecting Residual Disease After Cross Neoadjuvant Chemoradiotherapy for Esophageal Cancer (preSANO Trial): Rationale and Protocol","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Stichting Coolsingel; KWF Kankerbestrijding","keywords":"Medicine; Esophageal cancer; Esophagectomy; Esophagus; Neoadjuvant therapy; Chemoradiotherapy; Radiology; Adenocarcinoma; Cancer; Regimen; Surgery; Internal medicine","authors":[{"name":"Bo Jan Noordman","is_ca":false},{"name":"Joël Shapiro","is_ca":false},{"name":"Manon C.W. Spaander","is_ca":false},{"name":"Kausilia K. Krishnadath","is_ca":false},{"name":"Hanneke W. M. van Laarhoven","is_ca":false},{"name":"Mark I. van Berge Henegouwen","is_ca":false},{"name":"Grard A. P. Nieuwenhuijzen","is_ca":false},{"name":"Richard van Hillegersberg","is_ca":false},{"name":"Meindert N. Sosef","is_ca":false},{"name":"Ewout W. Steyerberg","is_ca":false},{"name":"Bas P. L. Wijnhoven","is_ca":false},{"name":"J. Jan B. van Lanschot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2702804426200023,"gpt":0.5923795859597891,"spread":0.3220991433397868,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05598237,0.003822437,0.003529095,0.001436305,0.001932654,0.002545089,0.002731468,0.005259874,0.01221375],"category_scores_gemma":[0.04813809,0.001918362,0.003602151,0.001765506,0.003612215,0.002208861,0.002119265,0.0044404,0.00365835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002481689,"about_ca_system_score_gemma":0.00774333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007653477,"about_ca_topic_score_gemma":0.001299402,"domain_scores_codex":[0.9522348,0.03876497,0.003152561,0.002323931,0.00228841,0.00123531],"domain_scores_gemma":[0.9774482,0.007020528,0.005550857,0.004191841,0.003292675,0.002495968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.9181957,0.007115964,0.01146234,0.00772963,0.002778827,0.0003278737,0.0004875809,0.002887448,0.00331934,0.003600101,0.009733774,0.03236153],"study_design_scores_gemma":[0.8406442,0.06885046,0.02285521,0.002293606,0.004702657,0.0003907101,0.0001964606,0.006464353,0.002993528,0.00467384,0.04568846,0.000246469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.02000755,0.0008381899,0.003783341,0.0007860552,0.0004535461,0.9683701,0.002051372,0.0001297878,0.003579958],"genre_scores_gemma":[0.0291476,0.0003374144,0.006827968,0.000681915,0.0001785709,0.9610251,0.001072034,0.00002113981,0.000708336],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05598237,"threshold_uncertainty_score":0.2960666,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2137781327","doi":"10.2196/resprot.2329","title":"Web-based Intervention for Postpartum Depression: Formative Research and Design of the MomMoodBooster Program","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"National Institute of Mental Health; National Institutes of Health","keywords":"Focus group; Psychology; Psychological intervention; Formative assessment; Mental health; Clinical psychology; Usability; Intervention (counseling); Psychotherapist; Psychiatry","authors":[{"name":"Brian G. Danaher","is_ca":false},{"name":"Jeannette Milgrom","is_ca":false},{"name":"John R. Seeley","is_ca":false},{"name":"Scott Stuart","is_ca":false},{"name":"Charlene Schembri","is_ca":false},{"name":"Milagra S Tyler","is_ca":false},{"name":"Jennifer Ericksen","is_ca":false},{"name":"Whitney S. Lester","is_ca":false},{"name":"Alan W. Gemmill","is_ca":false},{"name":"Peter M. Lewinsohn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4260627850144402,"gpt":0.6339295267120522,"spread":0.207866741697612,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01751566,0.001098836,0.0007757964,0.001891457,0.001350319,0.001358993,0.002094498,0.0009563841,0.003554157],"category_scores_gemma":[0.01627388,0.0006004182,0.001082091,0.0009588274,0.001081237,0.001009701,0.002212256,0.001406635,0.0003797924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173203,"about_ca_system_score_gemma":0.005290899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001855507,"about_ca_topic_score_gemma":0.00240946,"domain_scores_codex":[0.9915092,0.006071688,0.0005739774,0.0004482084,0.0007715888,0.000625333],"domain_scores_gemma":[0.9932573,0.00452487,0.0003625809,0.0004894436,0.000909662,0.000456149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0049666,0.1075668,0.01080297,0.005443092,0.0002279406,0.0005077157,0.02386469,0.002992312,0.007400932,0.002056725,0.002844658,0.8313256],"study_design_scores_gemma":[0.08965694,0.4581038,0.1780701,0.01231027,0.003328197,0.001245148,0.06597561,0.02506594,0.06727931,0.01320006,0.08514979,0.0006148337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.7786904,0.0005503233,0.03771628,0.000879636,0.0003016141,0.1744422,0.0008176157,0.0005046873,0.006097295],"genre_scores_gemma":[0.439485,0.00111021,0.2545712,0.0005984595,0.0001293153,0.3000416,0.0005717017,0.00009189663,0.003400699],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.01751566,"threshold_uncertainty_score":0.09263277,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141472015","doi":"10.2196/resprot.4162","title":"Efficacy of a Multicomponent Positive Psychology Self-Help Intervention: Study Protocol of a Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Optimism; Psychological intervention; Positive psychology; Flourishing; Randomized controlled trial; Psychology; Clinical psychology; Intervention (counseling); Psychosocial; Mindfulness; Anxiety; Life satisfaction; Medicine; Psychotherapist; Psychiatry","authors":[{"name":"Marijke Schotanus-Dijkstra","is_ca":false},{"name":"Constance H.C. Drossaert","is_ca":false},{"name":"Marcel E. Pieterse","is_ca":false},{"name":"J.A. Walburg","is_ca":false},{"name":"Ernst T. Bohlmeijer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.264868268955405,"gpt":0.6381728343256664,"spread":0.3733045653702614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0340978,0.00774528,0.01752715,0.003988361,0.004881533,0.00523369,0.00397303,0.009812694,0.06535416],"category_scores_gemma":[0.03033075,0.004778385,0.00667887,0.004740812,0.004853733,0.004561426,0.002857215,0.009243793,0.0118507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00653558,"about_ca_system_score_gemma":0.02176784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004156222,"about_ca_topic_score_gemma":0.006331331,"domain_scores_codex":[0.9740577,0.0140514,0.003123076,0.00270632,0.003147853,0.002913767],"domain_scores_gemma":[0.9856501,0.004214115,0.002668347,0.001800026,0.00324817,0.00241922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9153098,0.02950317,0.0007764514,0.01272634,0.001857813,0.0001905705,0.0003644762,0.001723694,0.001176298,0.001987921,0.006925031,0.0274583],"study_design_scores_gemma":[0.9673336,0.02099867,0.001043887,0.001082344,0.0005426319,0.00002521874,0.00007413521,0.001013719,0.0003792631,0.0009830414,0.006458811,0.00006465682],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001739907,0.0001325433,0.0006877988,0.00008544458,0.0001572997,0.99641,0.0004184858,0.00005798454,0.0003105245],"genre_scores_gemma":[0.001821221,0.00007628772,0.001157534,0.00007954661,0.00004000469,0.9965486,0.00006834841,0.000003624206,0.000204938],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06535416,"threshold_uncertainty_score":0.2186314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2890325779","doi":"10.2196/10694","title":"A Mobile-Based App (MyChoices) to Increase Uptake of HIV Testing and Pre-Exposure Prophylaxis by Young Men Who Have Sex With Men: Protocol for a Pilot Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Men who have sex with men; Pre-exposure prophylaxis; Randomized controlled trial; Medicine; Psychological intervention; Population; Protocol (science); mHealth; Family medicine; Human immunodeficiency virus (HIV); Public health; Smartphone app; Gerontology; Alternative medicine; Internet privacy; Environmental health; Internal medicine; Psychiatry; Computer science; Nursing","authors":[{"name":"Katie B. Biello","is_ca":false},{"name":"Elliot Marrow","is_ca":false},{"name":"Matthew J. Mimiaga","is_ca":false},{"name":"Patrick S. Sullivan","is_ca":false},{"name":"Lisa Hightow‐Weidman","is_ca":false},{"name":"Kenneth H. Mayer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07758773586377812,"gpt":0.4729418685759608,"spread":0.3953541327121827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04308873,0.006043413,0.008607711,0.002986803,0.004861005,0.005035535,0.004395067,0.008257572,0.08758807],"category_scores_gemma":[0.03895373,0.003937163,0.005463841,0.003083909,0.003994063,0.004839605,0.002666839,0.01025848,0.01364703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706417,"about_ca_system_score_gemma":0.02241471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003941938,"about_ca_topic_score_gemma":0.008528144,"domain_scores_codex":[0.9779623,0.01224579,0.002991849,0.001700252,0.002745306,0.002354543],"domain_scores_gemma":[0.98216,0.004955297,0.003172039,0.001930926,0.005388782,0.002392987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6641114,0.04592176,0.001937404,0.09090126,0.003105378,0.000950861,0.002988411,0.004271589,0.005126645,0.01050078,0.0624401,0.1077445],"study_design_scores_gemma":[0.8565022,0.04089868,0.003388612,0.01265062,0.001191263,0.000151583,0.0006884098,0.002507308,0.001872976,0.005382589,0.07453208,0.0002335735],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003217254,0.00004984143,0.0002829391,0.00005138405,0.00007761824,0.9987332,0.0002792811,0.00002599424,0.0001779057],"genre_scores_gemma":[0.0003490191,0.0000394917,0.0007295365,0.0000524721,0.00001256336,0.9986682,0.0000391537,0.00000166659,0.0001078178],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08758807,"threshold_uncertainty_score":0.2930113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}