{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":105,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":105,"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":"2ece7fb55e1b","filters":{"venue":"Journal of Medical Regulation"}},"results":[{"id":"W2532027450","doi":"10.30770/2572-1852-102.2.7","title":"The Growing Regulation of Conversion Therapy","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":175,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Columbia College; Centre for Addiction and Mental Health","funders":"National Institute on Drug Abuse","keywords":"Legislation; Harm; Political science; Adjudication; Medicine; Public administration; Psychology; Law","authors":[{"name":"Jack Drescher","is_ca":false},{"name":"Alan Schwartz","is_ca":false},{"name":"Flávio Casoy","is_ca":false},{"name":"Chris McIntosh","is_ca":true},{"name":"Brian Hurley","is_ca":false},{"name":"Kenneth Ashley","is_ca":false},{"name":"Mary E. Barber","is_ca":true},{"name":"David M. Goldenberg","is_ca":false},{"name":"Sarah Herbert","is_ca":false},{"name":"Lorraine E. Lothwell","is_ca":false},{"name":"Marlin R. Mattson","is_ca":false},{"name":"Scot G. McAfee","is_ca":false},{"name":"Jack Pula","is_ca":true},{"name":"Vernon A. Rosario","is_ca":false},{"name":"D. Andrew Tompkins","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03534753283668365,"gpt":0.3798457049334525,"spread":0.3444981720967689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02666615,0.000267165,0.0005554974,0.001643403,0.00792418,0.008541281,0.002298386,0.009597429,0.006717451],"category_scores_gemma":[0.05397534,0.0006465572,0.000940076,0.001998436,0.02797776,0.008127618,0.007697697,0.02122964,0.001182934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01310382,"about_ca_system_score_gemma":0.01717017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01769675,"about_ca_topic_score_gemma":0.01621833,"domain_scores_codex":[0.9502437,0.01932911,0.002903349,0.006252095,0.01876243,0.002509329],"domain_scores_gemma":[0.9055715,0.05780238,0.01011552,0.006938629,0.01441388,0.005158255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003128062,0.0001393125,0.00532837,0.00049027,0.00001897877,0.000227096,0.01804407,0.0001982418,0.001004686,0.7439786,0.08440545,0.1461336],"study_design_scores_gemma":[0.00001733597,0.00007273388,0.008654934,0.00216964,0.0000151779,0.0006574494,0.007344689,0.0004950826,0.0008479058,0.05479382,0.9248617,0.00006953301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04002019,0.06066943,0.017931,0.6214881,0.005874369,0.0001123632,0.0001251149,0.0002606296,0.2535188],"genre_scores_gemma":[0.53107,0.03753146,0.009353809,0.3708205,0.006188094,0.0003681283,0.000180359,0.0002891437,0.0441985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02666615,"threshold_uncertainty_score":0.1410258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384941137","doi":"10.30770/2572-1852-109.2.13","title":"FSMB Census of Licensed Physicians in the United States, 2022","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Census; Workforce; Population; Quarter (Canadian coin); Telehealth; Pandemic; Health care; Population ageing; Medicine; Aging in the American workforce; Business; Family medicine; Coronavirus disease 2019 (COVID-19); Geography; Political science; Telemedicine; Environmental health; Law","authors":[{"name":"Aaron Young","is_ca":false},{"name":"Xiaomei Pei","is_ca":false},{"name":"Katie Arnhart","is_ca":false},{"name":"Jeffrey D. Carter","is_ca":false},{"name":"Humayun J. Chaudhry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03956226591183554,"gpt":0.3414736879033232,"spread":0.3019114219914876,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005219859,0.0006269072,0.0003402434,0.003322497,0.0004824138,0.000958049,0.000705536,0.0004728551,0.01973362],"category_scores_gemma":[0.003048371,0.0002812302,0.0004305382,0.004580473,0.0001398559,0.0008527178,0.0007197676,0.0008240686,0.01430672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002036334,"about_ca_system_score_gemma":0.003891378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2166456,"about_ca_topic_score_gemma":0.1767554,"domain_scores_codex":[0.9992934,0.00007738276,0.00008842633,0.00009670751,0.0003353135,0.000108682],"domain_scores_gemma":[0.9983758,0.0001026852,0.0002583642,0.00003036829,0.0009912966,0.0002414702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004388809,0.00004308793,0.0408837,0.0004164523,0.00002731857,0.00006918883,0.0001706905,0.000134451,0.0002072602,0.0006399993,0.9397926,0.01757134],"study_design_scores_gemma":[0.00006894521,0.00003764718,0.3504606,0.0005991838,0.00002526924,0.0002572473,0.0006106911,0.0004223628,0.0001523348,0.0002095197,0.647139,0.00001723374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01370335,0.003645908,0.0004019256,0.002315211,0.0005494585,0.0002119279,0.9400452,0.0002852799,0.0388417],"genre_scores_gemma":[0.06869825,0.01037654,0.001910276,0.003946343,0.0007505078,0.001270662,0.8538274,0.0001180872,0.05910198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2166456,"threshold_uncertainty_score":0.4307692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950696702","doi":"10.30770/2572-1852-99.1.10","title":"Approaching the Issue of the Aging Physician Population","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Certification; Family medicine; Medicine; Pace; Variety (cybernetics); Scope of practice; Gerontology; Health care; Affect (linguistics); Board certification; Population; Continuing medical education; Psychology; Medical education; Continuing education","authors":[{"name":"Christine Moutier","is_ca":false},{"name":"David Bazzo","is_ca":false},{"name":"William A. Norcross","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01350630485296506,"gpt":0.3218358871361665,"spread":0.3083295822832015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01311798,0.0005181698,0.0007516301,0.002446108,0.008971639,0.007653787,0.001687402,0.01907955,0.009137399],"category_scores_gemma":[0.02858362,0.0004691838,0.001091486,0.001611246,0.005382632,0.01227009,0.006018936,0.01816185,0.001280505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007361594,"about_ca_system_score_gemma":0.01361616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01659627,"about_ca_topic_score_gemma":0.03711213,"domain_scores_codex":[0.9934008,0.002310863,0.0003948442,0.0005500669,0.001890204,0.001453162],"domain_scores_gemma":[0.9699728,0.01012193,0.002314302,0.0005744227,0.0045386,0.01247794],"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":[0.00004466445,0.0001907693,0.01271164,0.0003288688,0.00004039301,0.001723323,0.008191356,0.0001545744,0.000369138,0.02755356,0.8590452,0.08964652],"study_design_scores_gemma":[0.00003375138,0.0001393041,0.01985982,0.0007636455,0.00002983154,0.00195239,0.0248789,0.0002686288,0.0001586436,0.01740362,0.9344544,0.00005715402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003668961,0.007356487,0.0002176239,0.9750397,0.009723573,0.000008884404,0.00003391847,0.00002142973,0.003929408],"genre_scores_gemma":[0.09932245,0.02797033,0.001669164,0.7814374,0.07867491,0.00007019797,0.0001387607,0.00007508654,0.01064164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01907955,"threshold_uncertainty_score":0.06937534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2944729079","doi":"10.30770/2572-1852-105.1.6","title":"State of the Science on Risk and Support Factors to Physician Performance: A Report from the Pan-Canadian Physician Factors Collaboration","year":2019,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Courtesy; Family medicine; State (computer science); Medicine; Political science; Law; Computer science","authors":[{"name":"Wendy Yen","is_ca":false},{"name":"Niels Thakkar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2094992323504937,"gpt":0.4761002894353307,"spread":0.2666010570848369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0445875,0.0009464569,0.001671783,0.01276048,0.003927675,0.005510753,0.002527865,0.00264847,0.003149425],"category_scores_gemma":[0.09390429,0.0007450588,0.001961249,0.02891964,0.002637544,0.001322189,0.002746828,0.003334637,0.0003921317],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05354581,"about_ca_system_score_gemma":0.258666,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9882307,"about_ca_topic_score_gemma":0.9847797,"domain_scores_codex":[0.9603182,0.003172986,0.00245594,0.00141224,0.02982514,0.00281546],"domain_scores_gemma":[0.7405398,0.05520308,0.01308694,0.004616603,0.1713626,0.01519101],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006100052,0.0001742054,0.4494445,0.004232542,0.001159012,0.0001764232,0.004048706,0.001139692,0.0001652601,0.009956894,0.3365876,0.1923051],"study_design_scores_gemma":[0.00007291579,0.00006987597,0.7895666,0.005041213,0.0009000237,0.0001027697,0.002439619,0.0006208022,0.0002972979,0.001144776,0.1995386,0.0002055771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06184244,0.4250098,0.00441834,0.2897439,0.004969604,0.0007697521,0.1182013,0.0002635443,0.09478136],"genre_scores_gemma":[0.4952519,0.3986409,0.01150619,0.02471194,0.004140437,0.0007861047,0.05498309,0.0001662137,0.009813156],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9554125,"threshold_uncertainty_score":0.3885039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3035627608","doi":"10.30770/2572-1852-102.1.16","title":"Medical Regulation","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislation; General partnership; Government (linguistics); Typology; Health care; Public relations; China; Political science; Public administration; Economic growth; Business; Sociology; Law","authors":[{"name":"Carrie Ho Kwan Yam","is_ca":false},{"name":"Siân Griffiths","is_ca":false},{"name":"S. Liu","is_ca":false},{"name":"Eliza Lai‐Yi Wong","is_ca":false},{"name":"Vincent CH Chung","is_ca":false},{"name":"Eng‐Kiong Yeoh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1248669204146848,"gpt":0.5206568458173257,"spread":0.395789925402641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01097287,0.000474127,0.0006390446,0.002424665,0.003950496,0.007263568,0.002552813,0.007074573,0.0745168],"category_scores_gemma":[0.04047938,0.0004784399,0.001104925,0.002841379,0.007363856,0.004944407,0.004463419,0.005047918,0.02541299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006529273,"about_ca_system_score_gemma":0.01513888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025679,"about_ca_topic_score_gemma":0.006173203,"domain_scores_codex":[0.9790546,0.005584392,0.00217783,0.003219691,0.00816025,0.001803225],"domain_scores_gemma":[0.974707,0.01016659,0.002410679,0.003901757,0.007396596,0.001417469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002908635,0.00003432093,0.001324336,0.0007780227,0.00001694058,0.0001991972,0.001548343,0.0002028293,0.0002231486,0.5929131,0.3089509,0.09377979],"study_design_scores_gemma":[0.000004952652,0.00001043709,0.0006954223,0.0004747147,0.000004692583,0.0001160237,0.0001552228,0.0000258624,0.00007280284,0.007862448,0.9905692,0.000008141327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.002855632,0.02782596,0.005504023,0.06267775,0.005561305,0.0003427368,0.001368425,0.0003578885,0.8935063],"genre_scores_gemma":[0.1512297,0.05325101,0.0100492,0.1575796,0.008996518,0.001069304,0.003619396,0.0004555919,0.6137496],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0745168,"threshold_uncertainty_score":0.2492836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803842494","doi":"10.30770/2572-1852-103.2.22","title":"Quality Assurance and Maintenance of Competence Assessment Mechanisms in the Professions:","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Competence (human resources); Jurisdiction; Quality assurance; Pharmacy; Medical education; Health professions; Cultural competence; Allied health professions; Medicine; Nursing; Psychology; Health care; Political science; Pedagogy; External quality assessment","authors":[{"name":"Zubin Austin","is_ca":false},{"name":"Paul A.M. Gregory","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04639468308280038,"gpt":0.4499599080231202,"spread":0.4035652249403199,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07510951,0.0002795444,0.0007253941,0.005867972,0.003409979,0.009456065,0.002298581,0.002007629,0.0008805778],"category_scores_gemma":[0.1107706,0.0004019371,0.0006817283,0.005699513,0.01051641,0.00611401,0.004496864,0.002111082,0.0001912501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01571391,"about_ca_system_score_gemma":0.04988173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03057209,"about_ca_topic_score_gemma":0.03306333,"domain_scores_codex":[0.9120147,0.04345943,0.007488367,0.00472667,0.02981391,0.002496971],"domain_scores_gemma":[0.8455725,0.0883102,0.02665395,0.007243829,0.02957082,0.002648716],"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":[0.000117824,0.0002200018,0.07487059,0.009460771,0.0002316416,0.0002591604,0.06856669,0.001130146,0.00324221,0.09241081,0.002749082,0.7467411],"study_design_scores_gemma":[0.0001292852,0.00111201,0.4854011,0.05289844,0.0005648436,0.002474033,0.09783077,0.003114282,0.01006057,0.06656717,0.2794312,0.00041622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4007131,0.2900868,0.1164345,0.05012409,0.0006659928,0.001731537,0.0002872749,0.0002784553,0.1396782],"genre_scores_gemma":[0.933793,0.02979612,0.03200336,0.002203804,0.0001072984,0.0005505425,0.0000896324,0.000026162,0.001430096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07510951,"threshold_uncertainty_score":0.3972218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309217839","doi":"10.30770/2572-1852-108.3.35","title":"Do Medical Licensing Questions on Health Conditions Pose a Barrier to Physicians Seeking Treatment? A Literature Review","year":2022,"lang":"en","type":"review","venue":"Journal of Medical Regulation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"College of Physicians and Surgeons of Ontario; University of Alberta","funders":"","keywords":"Licensure; MEDLINE; Health care; Medicine; Mental health; Inclusion (mineral); Scopus; Family medicine; Medical education; Psychology; Nursing; Psychiatry; Political science","authors":[{"name":"Fisayo Aruleba","is_ca":true},{"name":"Jeremy Beach","is_ca":true},{"name":"Gordon Giddings","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1094386472164554,"gpt":0.5373189620410319,"spread":0.4278803148245765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005794717,0.0008908873,0.003358045,0.01027009,0.0007150911,0.002062151,0.001669353,0.002075187,0.005722441],"category_scores_gemma":[0.03112147,0.0007090427,0.003078996,0.01118807,0.001067173,0.002636943,0.001307702,0.0008895518,0.0004595575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277377,"about_ca_system_score_gemma":0.008694612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006954289,"about_ca_topic_score_gemma":0.01585101,"domain_scores_codex":[0.9959479,0.001138102,0.001490888,0.0003174002,0.0009828057,0.0001229524],"domain_scores_gemma":[0.9608472,0.03320307,0.00348005,0.0002379162,0.001997263,0.0002345189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001097673,0.00006413917,0.001509179,0.738184,0.001617911,0.0001837775,0.0007446596,0.0000744606,0.0001047536,0.000657571,0.004961695,0.251788],"study_design_scores_gemma":[0.000055714,0.0001236675,0.009599551,0.9088808,0.007864837,0.0008873367,0.001359024,0.00006072822,0.0001374611,0.0004763229,0.07051606,0.00003854683],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005056348,0.998635,0.00004514264,0.0002719333,0.000072116,0.00004172659,0.00007508652,0.000002031131,0.0003512795],"genre_scores_gemma":[0.003639212,0.995793,0.0001204894,0.0002184112,0.0000612654,0.00005110312,0.00006389011,0.000001195604,0.00005153596],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01027009,"threshold_uncertainty_score":0.03064579,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213056631","doi":"10.30770/2572-1852-107.4.17","title":"Characteristics, Predictors and Reasons for Regulatory Body Disciplinary Action in Health Care: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Discipline; CINAHL; Certification; Medicine; Health care; Medical education; Family medicine; Nursing; Political science; Psychological intervention","authors":[{"name":"Ai-Leng Foong-Reichert","is_ca":false},{"name":"Ariane Fung","is_ca":false},{"name":"Caitlin Carter","is_ca":false},{"name":"Kelly Grindrod","is_ca":false},{"name":"Sherilyn K. D. Houle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1621799206574584,"gpt":0.5634392417860397,"spread":0.4012593211285813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03460638,0.001148935,0.006099255,0.0223786,0.00127316,0.006865325,0.002453659,0.002662925,0.004186005],"category_scores_gemma":[0.1967226,0.001706826,0.008444537,0.03100023,0.001763706,0.005773178,0.002374495,0.001835908,0.0005103252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005730567,"about_ca_system_score_gemma":0.02060548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250933,"about_ca_topic_score_gemma":0.02258865,"domain_scores_codex":[0.9621133,0.00999601,0.01792305,0.002318873,0.00685318,0.0007956054],"domain_scores_gemma":[0.6891983,0.2475423,0.04424911,0.002902074,0.01503325,0.001075085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001956007,0.00005567702,0.01291138,0.8851227,0.00797472,0.0001585967,0.001471371,0.0001694625,0.00007537613,0.0009212025,0.003001542,0.08794243],"study_design_scores_gemma":[0.00004936669,0.00007303164,0.01472627,0.9566928,0.01563771,0.0003090327,0.001123491,0.00007784661,0.00009073259,0.0003879882,0.01079738,0.00003431985],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003602336,0.9935315,0.0002536011,0.0007025789,0.0001680858,0.0003619811,0.0006932492,0.000007337093,0.0006793812],"genre_scores_gemma":[0.03335413,0.9627451,0.0009666522,0.0007092411,0.0001747411,0.001167452,0.0007246456,0.00001274995,0.0001452801],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03460638,"threshold_uncertainty_score":0.1830182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3129557841","doi":"10.30770/2572-1852-106.4.17","title":"Does Pass/Fail on Medical Licensing Exams Predict Future Physician Performance in Practice? A Longitudinal Cohort Study of Alberta Physicians","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Poisson regression; Cohort; Family medicine; Longitudinal study; Psychological intervention; Odds; Multivariate analysis; Medical school; Multivariate statistics; Logistic regression; Medical education; Nursing; Environmental health; Population","authors":[{"name":"André F. De Champlain","is_ca":false},{"name":"Nigel Ashworth","is_ca":false},{"name":"Nicole Kain","is_ca":false},{"name":"Sirius Qin","is_ca":false},{"name":"Delaney Wiebe","is_ca":false},{"name":"Fang Tian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03543462118253645,"gpt":0.39557382756916,"spread":0.3601392063866236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00143417,0.0002045252,0.0002180187,0.0007601713,0.001102299,0.000984474,0.0008257421,0.0005555967,0.001280902],"category_scores_gemma":[0.003587514,0.0003392019,0.0003445226,0.0009698689,0.0005956684,0.0005296796,0.0006126775,0.000969613,0.0002557544],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002549237,"about_ca_system_score_gemma":0.003435039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6042975,"about_ca_topic_score_gemma":0.6621952,"domain_scores_codex":[0.9993315,0.0001132125,0.00002343569,0.0001117227,0.0001939953,0.0002262654],"domain_scores_gemma":[0.9976735,0.0002831987,0.0007290476,0.0002082,0.0004274734,0.000678632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003157145,0.00004875465,0.9990164,8.263634e-7,0.00001152609,0.000029809,0.0002507841,0.00001842031,0.0000410284,0.00001744457,0.00008983813,0.0004436565],"study_design_scores_gemma":[0.000002598196,0.00003594279,0.999279,0.000003146396,0.000005551879,0.00002351615,0.0004059276,0.0001389694,0.00001121761,0.00001292305,0.0000788494,0.000002277591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994233,0.00004686596,0.00002578018,0.0001162136,0.000002978867,0.000004968314,0.000159766,0.000001619807,0.0002185634],"genre_scores_gemma":[0.9992352,0.00005012461,0.00004594489,0.00004504687,0.000004349603,0.000004017262,0.0002381302,0.000001289816,0.0003758234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9974508,"threshold_uncertainty_score":0.7960657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897281376","doi":"10.30770/2572-1852-100.4.8","title":"Predicting Family Medicine Specialty Certification Status Using Standardized Measures","year":2014,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Certification; Specialty; Medical education; Family medicine; Medicine; Clinical Practice; Psychology; Political science","authors":[{"name":"André F. De Champlain","is_ca":false},{"name":"Cindy Streefkerk","is_ca":false},{"name":"Marguerite Roy","is_ca":false},{"name":"Fang Tian","is_ca":false},{"name":"Sirius Qin","is_ca":false},{"name":"Carlos Brailovsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1360567576686238,"gpt":0.4771566044258372,"spread":0.3410998467572134,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004463837,0.0004135664,0.0002804863,0.001864239,0.0007182152,0.0008965801,0.0005304986,0.0003735452,0.001278476],"category_scores_gemma":[0.01803892,0.0001751554,0.0004542423,0.00191508,0.0006723438,0.0005080369,0.0008480485,0.0005449373,0.0002629433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002628877,"about_ca_system_score_gemma":0.008468678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4067291,"about_ca_topic_score_gemma":0.5893669,"domain_scores_codex":[0.9979237,0.0005979262,0.0001607111,0.0001696188,0.0008027941,0.0003452192],"domain_scores_gemma":[0.9917009,0.002371488,0.002417851,0.0004049441,0.002249474,0.000855317],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001694388,0.00004315047,0.9950707,0.000006329008,0.00002062732,0.000006326329,0.0001103619,0.0002178709,0.00004507853,0.00004648504,0.0001587498,0.004257441],"study_design_scores_gemma":[0.000004257124,0.0000779178,0.9982411,0.000007365597,0.000008362992,0.00001024556,0.0002821553,0.001023121,0.00008052868,0.00003675213,0.0002245798,0.000003700672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967803,0.00007784667,0.0007702773,0.00008799498,0.000007026448,0.0001428173,0.0005232827,0.00001581571,0.001594595],"genre_scores_gemma":[0.9973364,0.00007169267,0.00150713,0.00002103281,0.000004395039,0.00007611744,0.0007060457,0.000001955384,0.0002751665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9955361,"threshold_uncertainty_score":0.8087233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913117320","doi":"10.30770/2572-1852-104.4.8","title":"Opioids, Benzodiazepines and Z-Drugs: Alberta Physicians' Attitudes and Opinions upon Receipt of their Personalized Prescribing Profile","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Receipt; Medical prescription; Family medicine; Medicine; Pharmacy; Snapshot (computer storage); Action plan; Nursing","authors":[{"name":"Nicole Kain","is_ca":false},{"name":"Nigel Ashworth","is_ca":false},{"name":"Ed Jess","is_ca":false},{"name":"Karen Mazurek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06552854847850698,"gpt":0.3853084818215363,"spread":0.3197799333430293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00223017,0.0001116611,0.0001158562,0.0005374108,0.001886873,0.001181429,0.000311564,0.0004103051,0.001768354],"category_scores_gemma":[0.005601998,0.0001449018,0.0001431688,0.0009382961,0.0009624409,0.0003691449,0.0007761469,0.0006059561,0.0001829429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00596588,"about_ca_system_score_gemma":0.009846541,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6997395,"about_ca_topic_score_gemma":0.8426526,"domain_scores_codex":[0.9986001,0.0003376753,0.00004241747,0.00008300756,0.0006311923,0.0003057371],"domain_scores_gemma":[0.9957034,0.001177357,0.0008779742,0.000071235,0.001153985,0.001016078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002588028,0.0001805808,0.8718719,0.000116417,0.00002141044,0.0005832079,0.07798164,0.0001620782,0.002964989,0.0003112328,0.003027409,0.04252028],"study_design_scores_gemma":[0.00001446333,0.0001899771,0.9261608,0.00007365351,0.00001537567,0.0001334764,0.06826065,0.0001833737,0.0002847834,0.00005270149,0.004609326,0.00002130996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958065,0.0001687799,0.00003721784,0.001214697,0.000008124663,0.00001175907,0.00006074066,0.00000298301,0.002689244],"genre_scores_gemma":[0.9971614,0.0004240397,0.0001870994,0.0007078195,0.00001199816,0.000009886649,0.00005674765,0.000001218309,0.001439927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3002605,"threshold_uncertainty_score":0.6040577,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388735789","doi":"10.30770/2572-1852-109.3.6","title":"Regulation of Wicked Problems: Opportunities, Responsibilities, and Threats","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Ethics in Business and Education","field":"Decision Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"","keywords":"Business; Environmental planning; Environmental ethics; Political science; Environmental resource management; Engineering ethics; Risk analysis (engineering); Natural resource economics; Process management; Environmental science; Engineering; Economics","authors":[{"name":"Zubin Austin","is_ca":true},{"name":"Aly Háji","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4555054974163137,"gpt":0.4626654914605615,"spread":0.007159994044247775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09688397,0.001795318,0.001896717,0.003493403,0.01019755,0.02794168,0.005467335,0.01025083,0.003704457],"category_scores_gemma":[0.1162196,0.001153344,0.001665681,0.002809592,0.06694581,0.02492777,0.02124236,0.01696941,0.0009258787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01147392,"about_ca_system_score_gemma":0.02888333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002989412,"about_ca_topic_score_gemma":0.003785535,"domain_scores_codex":[0.8796732,0.06630065,0.005633501,0.008154273,0.03415401,0.006084433],"domain_scores_gemma":[0.844712,0.1080259,0.01523349,0.01168479,0.01260128,0.007742505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003816713,0.00008014137,0.00215641,0.0006394265,0.00006341108,0.000410066,0.0133404,0.001945636,0.0007086803,0.9184471,0.01202295,0.05014768],"study_design_scores_gemma":[0.00001906857,0.00007551921,0.0006612872,0.00177557,0.00002816803,0.0004091377,0.008855003,0.002560426,0.001091018,0.8846192,0.09979592,0.0001096416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.03869965,0.03985118,0.4249221,0.334481,0.005883249,0.001235057,0.0001713931,0.0005482397,0.1542081],"genre_scores_gemma":[0.7881782,0.01853463,0.1158768,0.06031722,0.003418728,0.002288385,0.0002092512,0.00034895,0.01082779],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.09688397,"threshold_uncertainty_score":0.5123776,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3214994011","doi":"10.30770/2572-1852-107.3.19","title":"Exploring Health Professional Criminality and Competence Using the Case of Canadian Health Care Serial Killer Elizabeth Wettlaufer","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Competence (human resources); Health care; Public health; Public relations; Psychology; Political science; Nursing; Law; Medicine; Social psychology","authors":[{"name":"Ai-Leng Foong-Reichert","is_ca":false},{"name":"Kelly Grindrod","is_ca":false},{"name":"Sherilyn K. D. Houle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3136995656421748,"gpt":0.4994642817913786,"spread":0.1857647161492038,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005068903,0.0006269861,0.0005178403,0.003963644,0.0486177,0.00713125,0.003396469,0.009675579,0.003745798],"category_scores_gemma":[0.01398232,0.0005465898,0.0006539823,0.003319532,0.0199895,0.002924166,0.007057209,0.008449158,0.0002289507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07982752,"about_ca_system_score_gemma":0.08085103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9616141,"about_ca_topic_score_gemma":0.9859102,"domain_scores_codex":[0.9922853,0.001801603,0.0001861042,0.000512281,0.002290262,0.002924617],"domain_scores_gemma":[0.9925385,0.003773586,0.0009117812,0.0002450907,0.001439827,0.001091249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.00006206908,0.0002305348,0.04622507,0.0002344068,0.00003912775,0.06341843,0.6098467,0.001360826,0.0009776909,0.232344,0.02236873,0.02289255],"study_design_scores_gemma":[0.00002518779,0.00006995255,0.02836558,0.0007733618,0.00006545215,0.0111807,0.8364533,0.001504658,0.000602807,0.009661977,0.1111535,0.00014373],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7888006,0.002306781,0.001630801,0.05559443,0.0001855146,0.0001702764,0.0001091877,0.00001555341,0.1511868],"genre_scores_gemma":[0.981609,0.001646514,0.001037633,0.004354739,0.00003945957,0.00003559976,0.00004097195,0.00001062356,0.01122543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9903244,"threshold_uncertainty_score":0.5791919,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000388983","doi":"10.30770/2572-1852-96.3.8","title":"Characteristics of Physicians Referred for a Competence Assessment: A Comparison of State Medical Board and Hospital Referred Physicians","year":2010,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Specialty; Competence (human resources); Medicine; Board certification; Family medicine; Certification; Continuing medical education; Psychology; Continuing education; Medical education","authors":[{"name":"Elizabeth S. Grace","is_ca":false},{"name":"Elizabeth J. Korinek","is_ca":false},{"name":"Zung Vu Tran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01779759728501932,"gpt":0.381465685373123,"spread":0.3636680880881036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000999855,0.0001215531,0.0002923459,0.001514034,0.000422549,0.0005640214,0.0003249221,0.0006414488,0.001811121],"category_scores_gemma":[0.008763993,0.0002111728,0.0002799351,0.001304914,0.0003567031,0.0004807922,0.0006477186,0.0004369025,0.0002944694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000921946,"about_ca_system_score_gemma":0.0008007143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01440809,"about_ca_topic_score_gemma":0.01803278,"domain_scores_codex":[0.9983984,0.0003945606,0.0001773426,0.0002409395,0.0005173547,0.0002713953],"domain_scores_gemma":[0.9925324,0.001448132,0.003152732,0.0001228569,0.001075843,0.001668053],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005532663,0.00007848829,0.9971387,0.000009295147,0.00001789168,0.0001039915,0.0005342622,0.00004439087,0.0002574733,0.000009843966,0.0002345506,0.001515754],"study_design_scores_gemma":[0.000004257818,0.00008119216,0.9988866,0.000005589217,0.000004274283,0.0001736964,0.0006151652,0.00009425267,0.00003400051,0.000003411345,0.00009515747,0.000002392366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999499,0.0000698092,0.00003157995,0.00006411646,0.000004104648,0.000006301521,0.00007572943,0.000002773151,0.0002466563],"genre_scores_gemma":[0.9995311,0.00004033497,0.0000352255,0.00005888836,0.000008479879,0.00000750934,0.000213986,0.00000147363,0.0001029035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01440809,"threshold_uncertainty_score":0.02864844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3215566661","doi":"10.30770/2572-1852-107.3.28","title":"Expecting the Unexpected: How Regulators Can Prepare for Serious Events","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Jurisdiction; Variety (cybernetics); Accreditation; Public relations; Political science; Health care; Work (physics); Pandemic; Public administration; Medicine; Law; Coronavirus disease 2019 (COVID-19); Engineering","authors":[{"name":"Alison Reid","is_ca":false},{"name":"Ian Leistikow","is_ca":false},{"name":"Miguel Paniagua","is_ca":false},{"name":"Pascal Udekwu","is_ca":false},{"name":"Kgosietsile Letlape","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06273806693451518,"gpt":0.4485608216911122,"spread":0.385822754756597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06856553,0.001432656,0.001028245,0.002946876,0.02300204,0.03926474,0.007654754,0.03540086,0.02938569],"category_scores_gemma":[0.1544156,0.001279404,0.002293453,0.001786161,0.02288871,0.03665532,0.01969322,0.03662536,0.01036679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009732299,"about_ca_system_score_gemma":0.06126916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255744,"about_ca_topic_score_gemma":0.0214494,"domain_scores_codex":[0.9403635,0.03190034,0.001881599,0.00422587,0.01192239,0.009706333],"domain_scores_gemma":[0.8902296,0.04872423,0.007337729,0.005218299,0.02224851,0.02624158],"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":[0.00008136994,0.0003279774,0.002776424,0.0006910933,0.0000903374,0.001391567,0.02589616,0.001829526,0.0006181601,0.1619309,0.7039889,0.1003777],"study_design_scores_gemma":[0.00007125708,0.0001111485,0.0009375871,0.001331517,0.00005013528,0.0002519135,0.0227003,0.0007422422,0.0004007487,0.1372319,0.8359712,0.0002000291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004012623,0.007803868,0.01864735,0.8671301,0.01208362,0.0004010314,0.0001054598,0.001066379,0.08874956],"genre_scores_gemma":[0.2665343,0.01832999,0.03055007,0.606286,0.01242992,0.001297455,0.0003249288,0.001449272,0.06279802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06856553,"threshold_uncertainty_score":0.3626135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309217798","doi":"10.30770/2572-1852-108.3.18","title":"Facilitating the Path to Licensure and Practice: International Medical Graduates in Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; Medical Council of Canada","funders":"","keywords":"Licensure; Jurisdiction; License; Government (linguistics); Health care; Credentialing; Political science; Medical education; Medicine; Public relations; Law","authors":[{"name":"Ilona Bartman","is_ca":true},{"name":"Claire Touchie","is_ca":true},{"name":"Maureen Topps","is_ca":true},{"name":"John R. Boulet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04061976835388081,"gpt":0.4489199454397446,"spread":0.4083001770858638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007761693,0.0002059381,0.0002023857,0.0009316591,0.01666739,0.007551632,0.001705699,0.002299238,0.004239022],"category_scores_gemma":[0.01682084,0.0002242252,0.000381487,0.001644273,0.00518231,0.002400838,0.006190816,0.004962942,0.0002752264],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09338959,"about_ca_system_score_gemma":0.3742134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9686392,"about_ca_topic_score_gemma":0.9894891,"domain_scores_codex":[0.9891875,0.001623482,0.0002062257,0.0003985874,0.003405817,0.005178398],"domain_scores_gemma":[0.9821244,0.001656837,0.0009140581,0.0001965342,0.004580761,0.01052746],"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":[0.0002026372,0.0008351147,0.263539,0.0008583222,0.00004432806,0.002693255,0.2604133,0.0009720176,0.001891828,0.07176748,0.1230265,0.2737562],"study_design_scores_gemma":[0.00005074869,0.0003379704,0.2933805,0.001399855,0.00004865731,0.0004058763,0.3895003,0.0009579118,0.001017227,0.003863341,0.3088604,0.0001773525],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6323211,0.004895725,0.001436005,0.2299336,0.001066322,0.0003960582,0.0002607456,0.00005002977,0.1296404],"genre_scores_gemma":[0.968995,0.002731607,0.00194902,0.01332581,0.00008390295,0.00005359827,0.0001211058,0.00001809909,0.0127219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9066104,"threshold_uncertainty_score":0.677592,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2952284160","doi":"10.30770/2572-1852-99.2.8","title":"ECFMG: How a ‘Central Screening Agency’ Grew to Impact Medicine Worldwide","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Licensure; Mandate; Agency (philosophy); Political science; Commission; Pace; Medical education; Public relations; Medicine; Sociology; Law","authors":[{"name":"Emmanuel G. Cassimatis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06208185012446842,"gpt":0.4677802839479267,"spread":0.4056984338234583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05021739,0.001655376,0.0007865424,0.003514981,0.01255514,0.03406708,0.003519943,0.02555393,0.04260471],"category_scores_gemma":[0.05619374,0.001262843,0.001527841,0.002345592,0.01419486,0.03792242,0.02020309,0.02249009,0.01493391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.019067,"about_ca_system_score_gemma":0.05868883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03459442,"about_ca_topic_score_gemma":0.02526242,"domain_scores_codex":[0.9661147,0.01331367,0.001022741,0.003695263,0.007773535,0.008080184],"domain_scores_gemma":[0.9449732,0.007446716,0.001049241,0.00377154,0.01565045,0.027109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007850371,0.0001557152,0.001751438,0.000133194,0.00002597864,0.0004715674,0.002721266,0.0003538805,0.0003451503,0.1694394,0.7442272,0.08029667],"study_design_scores_gemma":[0.00002534711,0.00007172437,0.0008094445,0.0003265096,0.000007284021,0.0001511275,0.001935689,0.0001870046,0.0001607445,0.01390863,0.9823645,0.00005203608],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004332238,0.006371297,0.005832216,0.876242,0.0346782,0.0001379127,0.0001568414,0.0006589628,0.07159027],"genre_scores_gemma":[0.1312834,0.009183484,0.01894546,0.6367168,0.009627082,0.000466725,0.0005753104,0.001590623,0.1916112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05021739,"threshold_uncertainty_score":0.2655781,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163540978","doi":"10.30770/2572-1852-94.2.8","title":"Continuing Medical Education, Professional Development, and Requirements for Medical Licensure: A White Paper of the Conjoint Committee on Continuing Medical Education","year":2008,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Licensure; Continuing medical education; License; Continuing education; Competence (human resources); Mandate; Commit; Medical education; Attendance; Medicine; Professional development; Professional association; Psychology; Public relations; Political science","authors":[{"name":"Stephen H. Miller","is_ca":false},{"name":"James N. Thompson","is_ca":false},{"name":"Paul E. Mazmanian","is_ca":false},{"name":"Alejandro Aparicio","is_ca":false},{"name":"David A. Davis","is_ca":true},{"name":"Bruce E. Spivey","is_ca":false},{"name":"Norman B. Kahn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0210670268830149,"gpt":0.354217222726176,"spread":0.3331501958431611,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06667454,0.001167815,0.001564196,0.003356615,0.006597862,0.01102157,0.005731281,0.043173,0.004573437],"category_scores_gemma":[0.09189072,0.001794571,0.001979216,0.003428326,0.00765525,0.005694886,0.004076233,0.02768504,0.005447892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01387877,"about_ca_system_score_gemma":0.08055073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09237699,"about_ca_topic_score_gemma":0.1439084,"domain_scores_codex":[0.936071,0.00999201,0.008768859,0.003093645,0.03784252,0.004231961],"domain_scores_gemma":[0.8881835,0.04120693,0.005939852,0.005882902,0.04670676,0.0120801],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005365107,0.000246153,0.001201048,0.0002731133,0.00001818637,0.00015909,0.0005145063,0.0004455909,0.0007340956,0.03847928,0.9079772,0.04989815],"study_design_scores_gemma":[0.00007591656,0.000107088,0.005655676,0.001350742,0.00003172146,0.0001708603,0.0002913573,0.0005759848,0.0005514722,0.00903684,0.981968,0.0001843806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004634012,0.05529375,0.009369612,0.7273013,0.0434324,0.002698539,0.001260355,0.0006360007,0.1553741],"genre_scores_gemma":[0.05784532,0.04390507,0.06325041,0.5774804,0.05169002,0.003665172,0.003831785,0.0007527811,0.197579],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9333255,"threshold_uncertainty_score":0.3526129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406737701","doi":"10.30770/2572-1852-110.4.13","title":"Do Canadian Medical Licensing Exam Scores Correlate with Physicians’ Future Performance in Practice? A Cohort Study of Alberta Family Physicians","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"College of Physicians and Surgeons of Ontario; Medical Council of Canada","funders":"","keywords":"Cohort; Family medicine; Medicine; United States Medical Licensing Examination; Medical education; Psychology; Medical school; Internal medicine","authors":[{"name":"Ilona Bartman","is_ca":true},{"name":"Nicole Kain","is_ca":true},{"name":"Nigel Ashworth","is_ca":false},{"name":"Nancy Hernández-Cerón","is_ca":true},{"name":"Iryna Hurava","is_ca":false},{"name":"Homeira Hamayeli-Mehrabani","is_ca":true},{"name":"Rui Nie","is_ca":true},{"name":"Maxim Morin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008962753398021429,"gpt":0.3088002747225206,"spread":0.2998375213244991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478307,0.0003012625,0.0003030713,0.001305661,0.002286679,0.001192772,0.001222431,0.000682286,0.002113835],"category_scores_gemma":[0.003795566,0.0004061141,0.0004517159,0.002132175,0.0007887318,0.0005174889,0.0006377265,0.0008894764,0.000272652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00747135,"about_ca_system_score_gemma":0.009795895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9268035,"about_ca_topic_score_gemma":0.9408128,"domain_scores_codex":[0.9989801,0.0001176129,0.00003452909,0.0001814505,0.0003713406,0.000314915],"domain_scores_gemma":[0.9973028,0.0003068216,0.0007065231,0.0002136026,0.0006695602,0.0008007142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003051314,0.00003012646,0.9986811,0.000001781073,0.00001198599,0.00003859876,0.0004051669,0.00001339893,0.00003708588,0.00002391491,0.0001620421,0.0005643955],"study_design_scores_gemma":[0.000003215652,0.00002605301,0.9988733,0.000004555238,0.000008491189,0.00003466046,0.000738307,0.0001140935,0.00001362695,0.00001008959,0.0001701582,0.000003434777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989292,0.00009935894,0.00003220969,0.0001367901,0.000005416711,0.00001103217,0.0003023339,0.000002115551,0.0004817438],"genre_scores_gemma":[0.9991181,0.00007690692,0.00004703431,0.00005101423,0.000004004063,0.000005690118,0.0002756486,0.000001482286,0.0004201031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07319647,"threshold_uncertainty_score":0.147255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362637293","doi":"10.30770/2572-1852-109.1.22","title":"Models in Professional Regulation: Choices for Atlantic Canada?","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Licensure; Jurisdiction; Political science; Health care; Commonwealth; Modernization theory; State (computer science); Professional association; Public administration; Public relations; Business; Law; Computer science","authors":[{"name":"Louise Sweatman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07426212364282538,"gpt":0.4615129664382158,"spread":0.3872508427953905,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01436797,0.0007550044,0.0008276212,0.002229533,0.02093843,0.02238969,0.00425833,0.009651571,0.01278299],"category_scores_gemma":[0.02104777,0.0006173498,0.001341132,0.003339596,0.02249151,0.01506609,0.007613662,0.01384603,0.001719024],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1566385,"about_ca_system_score_gemma":0.2598828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9574012,"about_ca_topic_score_gemma":0.9770004,"domain_scores_codex":[0.9815891,0.004046731,0.000455025,0.001448026,0.006666989,0.005794156],"domain_scores_gemma":[0.9782866,0.003616527,0.0008914457,0.001450913,0.009956748,0.0057978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001743651,0.00002052244,0.000830228,0.00004352356,0.000007450265,0.00005776116,0.002442679,0.000356973,0.00005652578,0.95156,0.03224704,0.01235991],"study_design_scores_gemma":[0.00007214525,0.00003415123,0.002412804,0.0008367079,0.00004164558,0.0001054893,0.01229152,0.001998958,0.0001732416,0.3110054,0.6708715,0.0001565057],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.009995231,0.01066898,0.009719451,0.694828,0.002826022,0.00009430104,0.0001985809,0.0001337715,0.2715357],"genre_scores_gemma":[0.5468047,0.02124105,0.03000605,0.2321532,0.001675165,0.0003530383,0.0004088597,0.0003103521,0.1670477],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8433614,"threshold_uncertainty_score":0.9781798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3198908459","doi":"10.30770/2572-1852-107.2.17","title":"Physicians, Patients, Sex and Chaperones: Rethinking Medical Regulation","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interim; Scrutiny; Sexual misconduct; Misconduct; Context (archaeology); Political science; Law; Public relations; Medicine","authors":[{"name":"Ron Paterson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04375328837380928,"gpt":0.409969032952744,"spread":0.3662157445789347,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09664057,0.0005350694,0.001464846,0.003043724,0.007698921,0.01674578,0.004986969,0.02194609,0.002658575],"category_scores_gemma":[0.1697171,0.001013755,0.001557379,0.002221128,0.06001184,0.02441999,0.01262435,0.03995737,0.0007273469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01455876,"about_ca_system_score_gemma":0.03544164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0164081,"about_ca_topic_score_gemma":0.02288838,"domain_scores_codex":[0.8978277,0.06698291,0.005476799,0.004861715,0.02048027,0.004370553],"domain_scores_gemma":[0.7500189,0.2097131,0.01008187,0.007765641,0.01488388,0.00753667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009179079,0.0001137189,0.002421374,0.002023868,0.0001008745,0.0007042426,0.07418697,0.0005090803,0.0004561817,0.5729973,0.1675757,0.1788188],"study_design_scores_gemma":[0.00005509767,0.00019847,0.00278698,0.01273822,0.00008681864,0.0005564939,0.0147979,0.0003880032,0.0003835008,0.1826833,0.7851839,0.0001413874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004430196,0.09087636,0.003236729,0.8837919,0.008646075,0.00004400831,0.00001495535,0.00003753157,0.008922211],"genre_scores_gemma":[0.1493912,0.08185834,0.005285175,0.7366802,0.02226176,0.0001906536,0.00002890763,0.0001086765,0.004195055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09664057,"threshold_uncertainty_score":0.5110903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300073010","doi":"10.30770/2572-1852-108.2.29","title":"Supporting Health Equity through a Focus on Diversity, Equity, and Inclusion in Medical Regulation: The FSMB’s Initial Steps on a Critical Journey","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Equity (law); Health equity; Inclusion (mineral); Diversity (politics); Sociology; Public relations; Political science; Business; Social science; Health care; Law","authors":[{"name":"Jeffrey D. Carter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2067319974625167,"gpt":0.5884274047087359,"spread":0.3816954072462191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07720335,0.001003496,0.001549805,0.003489348,0.0223281,0.0260821,0.003220013,0.02771915,0.009844092],"category_scores_gemma":[0.07510357,0.00122047,0.001382159,0.001686189,0.03783019,0.03046844,0.02462227,0.06509701,0.00147058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02005319,"about_ca_system_score_gemma":0.1016657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03023579,"about_ca_topic_score_gemma":0.05660187,"domain_scores_codex":[0.9619342,0.01742309,0.001139237,0.00158596,0.00714292,0.01077456],"domain_scores_gemma":[0.8691204,0.06524576,0.003364356,0.003953477,0.0152235,0.04309248],"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":[0.00005643181,0.0003384947,0.002565628,0.0004549404,0.00004752964,0.0005688247,0.01849063,0.0003059224,0.0004740174,0.2048972,0.6356156,0.1361848],"study_design_scores_gemma":[0.00004928177,0.000148032,0.002623766,0.003831194,0.00002658841,0.0003591343,0.0199372,0.0004275581,0.0003286184,0.1071049,0.8650592,0.0001046093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008757035,0.008267698,0.0004244049,0.9842998,0.003563206,0.00001068555,0.000009050165,0.00001614545,0.002533155],"genre_scores_gemma":[0.1017256,0.03699438,0.007266092,0.8225886,0.01966695,0.0002109201,0.00007557104,0.0001117998,0.01136012],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07720335,"threshold_uncertainty_score":0.4082952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3196446330","doi":"10.30770/2572-1852-107.2.33","title":"A Pilot Study of a Screening Process for Evaluating the Physical, Mental and Cognitive Health of Senior Physicians","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"School of Medicine, University of California, San Diego; University of California, San Diego","keywords":"Mental health; Cognition; Montreal Cognitive Assessment; Medicine; Family medicine; Nursing; Cognitive impairment; Psychiatry","authors":[{"name":"David Bazzo","is_ca":false},{"name":"Patricia Smith","is_ca":false},{"name":"Elizabeth Wenghofer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1818644244943242,"gpt":0.5505018476699205,"spread":0.3686374231755963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04143497,0.001020414,0.0007442473,0.0009473189,0.00412468,0.001552191,0.001544772,0.001433961,0.001734704],"category_scores_gemma":[0.07044832,0.001269955,0.0009863488,0.0008227915,0.002283961,0.001847159,0.001918195,0.002651148,0.000353363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002775424,"about_ca_system_score_gemma":0.006600481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003556665,"about_ca_topic_score_gemma":0.008416081,"domain_scores_codex":[0.9823428,0.01346785,0.0008754785,0.0006753596,0.001330392,0.001308157],"domain_scores_gemma":[0.9091873,0.066652,0.003848551,0.004566594,0.01046588,0.005279703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00866678,0.1609355,0.130591,0.002719768,0.0001643432,0.003791106,0.5220767,0.001723851,0.01903432,0.001172637,0.002301375,0.1468225],"study_design_scores_gemma":[0.006796725,0.434939,0.2290955,0.0008321647,0.0002841822,0.00121113,0.2964315,0.004048318,0.01641519,0.001015586,0.00858606,0.0003447387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925672,0.0000221486,0.001127443,0.0001077061,0.00002199913,0.005571222,0.00004226491,0.00001723424,0.0005227187],"genre_scores_gemma":[0.9699877,0.0001490254,0.0149537,0.0003930469,0.00004656466,0.01369322,0.0001205731,0.00001513017,0.0006409627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04143497,"threshold_uncertainty_score":0.2191317,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3163052779","doi":"10.30770/2572-1852-107.1.7","title":"Saskatchewan Physicians’ Opinions of Their Personalized Prescribing Profiles Related to Opioids, Benzodiazepines, Stimulants, and Gabapentin","year":2021,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Medicine; Medical prescription; Audit; Thematic analysis; Gabapentin; Limiting; Family medicine; Medical emergency; Alternative medicine; Nursing; Qualitative research; Business","authors":[{"name":"Derek Jorgenson","is_ca":false},{"name":"Diar Alazawi","is_ca":false},{"name":"Julia Bareham","is_ca":false},{"name":"Nicole Bootsman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01677645033455982,"gpt":0.2973051339289455,"spread":0.2805286835943857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003747996,0.0001450231,0.0001954817,0.000687137,0.007639758,0.002514513,0.0005350949,0.0008825348,0.003580823],"category_scores_gemma":[0.008244601,0.0003216085,0.0001692325,0.001523627,0.002768558,0.0009238124,0.001467053,0.001392393,0.0003597893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02743783,"about_ca_system_score_gemma":0.04769421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8641188,"about_ca_topic_score_gemma":0.9567724,"domain_scores_codex":[0.9967582,0.001552832,0.0002226713,0.000255317,0.0005659041,0.0006450438],"domain_scores_gemma":[0.9889451,0.004998755,0.001468168,0.0002401004,0.002715226,0.001632572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002944386,0.000166928,0.3117831,0.0003423174,0.00003712207,0.002892363,0.6257141,0.0003679286,0.007729422,0.001847245,0.01567955,0.03314536],"study_design_scores_gemma":[0.00002265271,0.0001169183,0.2419922,0.0003671545,0.0000230865,0.0003158132,0.7307658,0.0002817945,0.001075238,0.0003720759,0.02457947,0.00008783584],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821654,0.0003948015,0.0001550919,0.01010838,0.00002935756,0.00005184272,0.0002229227,0.000005801136,0.006866368],"genre_scores_gemma":[0.986881,0.001408571,0.0005654976,0.005500449,0.00001322386,0.00007193987,0.0001067545,0.000004554773,0.005448065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1358812,"threshold_uncertainty_score":0.2733629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236833271","doi":"10.30770/2572-1852-104.4.35","title":"International Briefs","year":2018,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02827151911187586,"gpt":0.3618346274497197,"spread":0.3335631083378439,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002938824,0.0009822648,0.0007942212,0.003613631,0.005394181,0.007380218,0.002201688,0.004410143,0.5351953],"category_scores_gemma":[0.01518498,0.0004801665,0.0007714718,0.003410081,0.001125092,0.003989452,0.003691069,0.004506632,0.2649847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007297916,"about_ca_system_score_gemma":0.0159637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03136438,"about_ca_topic_score_gemma":0.06000267,"domain_scores_codex":[0.9968666,0.0004515634,0.0001811632,0.0003640067,0.001483893,0.0006527692],"domain_scores_gemma":[0.9896736,0.001157147,0.0002942575,0.0006110072,0.004950046,0.003314019],"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":[0.00000821707,0.000008613378,0.00003082594,0.00003991101,5.957281e-7,0.00002032335,0.00003707977,0.000007233311,0.00002001153,0.002253247,0.9854315,0.01214247],"study_design_scores_gemma":[0.00000147086,0.000003191404,0.00009171638,0.00003305088,4.584195e-7,0.00001636042,0.00005097391,0.0000031631,0.00000820787,0.0002076344,0.9995821,0.000001580018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0005059752,0.009885491,0.0005987434,0.07260854,0.09979861,0.0003515309,0.00469621,0.0006383977,0.8109165],"genre_scores_gemma":[0.002461359,0.00468646,0.0003452843,0.01588782,0.01047814,0.0001459592,0.002272178,0.0002284039,0.9634944],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5351953,"threshold_uncertainty_score":0.6629875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021070439","doi":"10.30770/2572-1852-95.4.26","title":"An Assessment of USMLE Examinees Found to Have Engaged in Irregular Behavior, 1992–2006","year":2009,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Licensure; United States Medical Licensing Examination; License; Medicine; Medical education; Jurisdiction; Family medicine; Psychology; Medical school; Political science; Law","authors":[{"name":"David A. Johnson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09939317059257975,"gpt":0.5366604801498872,"spread":0.4372673095573075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002321061,0.0002059968,0.0001962998,0.002929654,0.0007921759,0.0006368127,0.0005759076,0.0005114312,0.002202225],"category_scores_gemma":[0.01050105,0.0002742838,0.0002906717,0.00113243,0.0005024638,0.0007783292,0.001524428,0.0005539633,0.0003563686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008055235,"about_ca_system_score_gemma":0.0008648995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175364,"about_ca_topic_score_gemma":0.01552818,"domain_scores_codex":[0.9986039,0.0002718305,0.0002655431,0.0001579744,0.0004817734,0.0002189917],"domain_scores_gemma":[0.9909107,0.001174743,0.005261274,0.0002845117,0.001493182,0.0008755398],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001773711,0.00002165969,0.9985146,0.000006403507,0.000005220304,0.00005651956,0.0003098259,0.00000936151,0.00007979428,0.000009567275,0.0001216758,0.0008476412],"study_design_scores_gemma":[0.000001323813,0.000060365,0.998326,0.00001163057,0.000003493193,0.0002220987,0.0009555804,0.00006773563,0.00006595234,0.000005286504,0.0002786889,0.000001778269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989057,0.00008984017,0.000052882,0.00006886039,0.000003911641,0.00002616853,0.0002104822,0.000004151652,0.0006380438],"genre_scores_gemma":[0.99898,0.0001001564,0.0001247007,0.000036365,0.000005230901,0.0000257498,0.0003516404,0.000002357711,0.000373766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9994886,"threshold_uncertainty_score":0.02337044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4285581289","doi":"10.30770/2572-1852-106.4.4","title":"News & Notes","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Occupational and Professional Licensing Regulation","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1014952487032988,"gpt":0.2998200921065626,"spread":0.1983248434032638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009780504,0.0008623855,0.0006103509,0.001351915,0.002959317,0.00552976,0.001625484,0.005053248,0.6210817],"category_scores_gemma":[0.006711796,0.0005065954,0.0006683216,0.001414363,0.0007496615,0.00286456,0.001729387,0.00453062,0.604551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001903301,"about_ca_system_score_gemma":0.002896765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009701474,"about_ca_topic_score_gemma":0.01900058,"domain_scores_codex":[0.9986493,0.00007240447,0.00005992601,0.0001382576,0.000870419,0.0002097652],"domain_scores_gemma":[0.9978164,0.0004433198,0.0001049508,0.0002040894,0.0009679259,0.0004633723],"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":[0.000009728806,0.0000105991,0.00001946974,0.0000229708,3.795912e-7,0.00003202584,0.000008883228,0.000005663592,0.00002844748,0.0006677838,0.9886092,0.01058493],"study_design_scores_gemma":[0.000005205495,0.000004877627,0.0001478299,0.00003384588,4.588624e-7,0.00001767516,0.0000250157,0.000009447856,0.00002445985,0.0002037481,0.9995247,0.000002705775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0002209285,0.001790349,0.0001851888,0.02664322,0.03472848,0.0001776682,0.002636444,0.0006591531,0.9329587],"genre_scores_gemma":[0.0007474053,0.0006215477,0.0001016398,0.01219112,0.002907905,0.00006890692,0.000892917,0.0001213712,0.9823471],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6210817,"threshold_uncertainty_score":0.540481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403955362","doi":"10.30770/2572-1852-110.3.9","title":"Risk Based Regulation in Quality Assurance: Selection of (and Benefits Experienced by) Registrants Undertaking Regulator-mandated Peer Review","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia; Columbia College; College of Physicians and Surgeons of Ontario","funders":"","keywords":"Quality assurance; Regulator; Selection (genetic algorithm); Peer review; Business; Risk analysis (engineering); Computer science; Political science; Marketing; Biology","authors":[{"name":"Sherylyn Arabsky","is_ca":true},{"name":"Nadya Castro","is_ca":true},{"name":"Michael Murray","is_ca":true},{"name":"Kevin W. Eva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1005099569774925,"gpt":0.4923123216610772,"spread":0.3918023646835846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06059274,0.0003236971,0.0004431874,0.001809548,0.0009689983,0.001551433,0.001360651,0.001201121,0.001294882],"category_scores_gemma":[0.1755115,0.0003113968,0.0006170056,0.000936207,0.00132524,0.001484534,0.002500803,0.0009157438,0.0004104375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001594004,"about_ca_system_score_gemma":0.004208366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004650367,"about_ca_topic_score_gemma":0.005110099,"domain_scores_codex":[0.9409319,0.04417318,0.002121957,0.00316032,0.007879282,0.001733387],"domain_scores_gemma":[0.7973643,0.1042143,0.07028445,0.007870569,0.01402091,0.006245478],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000353913,0.0002745469,0.975333,0.00006051337,0.0000577192,0.0000678838,0.001735631,0.0003062707,0.0002327743,0.0002239814,0.0004973033,0.02085644],"study_design_scores_gemma":[0.0001011085,0.001640762,0.9839017,0.0001803937,0.00008884097,0.0004598689,0.002945602,0.007526653,0.0007843266,0.0006663635,0.001654457,0.00004981612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939399,0.0003931542,0.003056318,0.0008538851,0.00002724192,0.0002539521,0.00004563599,0.00002909497,0.001400703],"genre_scores_gemma":[0.9980709,0.00006548085,0.001349584,0.0001480068,0.00002426429,0.0001125071,0.00003711019,0.000002817566,0.0001892911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9394073,"threshold_uncertainty_score":0.3204489,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"evaluation","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2803351445","doi":"10.30770/2572-1852-102.4.17","title":"Standardized Assessment of Pharmacists' Patient Care Competencies:","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Competence (human resources); Standardized test; Portfolio; Pharmacy; Medical education; Health care; Interpersonal communication; Medicine; Nursing; Psychology; Business; Political science","authors":[{"name":"Zubin Austin","is_ca":false},{"name":"Deanna Williams","is_ca":false},{"name":"Anthony Marini","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0171357980367545,"gpt":0.3900927766127255,"spread":0.3729569785759709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04452906,0.00047551,0.0003529584,0.003152896,0.001368694,0.003272782,0.001991922,0.0009554711,0.0005725657],"category_scores_gemma":[0.08377616,0.0002540433,0.0004904811,0.002449346,0.00243334,0.002649668,0.003312528,0.001215843,0.0003350415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007931508,"about_ca_system_score_gemma":0.03675406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04727311,"about_ca_topic_score_gemma":0.09893547,"domain_scores_codex":[0.9481309,0.02054424,0.007472833,0.001521471,0.0212721,0.001058539],"domain_scores_gemma":[0.9303951,0.01228242,0.0105804,0.007333266,0.03793683,0.001472009],"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":[0.0002146191,0.0007438481,0.3816161,0.0009179807,0.0001135691,0.0001043,0.0054812,0.002061309,0.003576887,0.007712665,0.009994308,0.5874632],"study_design_scores_gemma":[0.0001490341,0.002277308,0.9025406,0.001254028,0.0001262681,0.001005063,0.007995642,0.01306489,0.01646318,0.006169598,0.04870832,0.0002460182],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6635485,0.003642855,0.239432,0.01234138,0.0006947941,0.01410725,0.002420805,0.0008574249,0.06295504],"genre_scores_gemma":[0.7723824,0.001161042,0.2185247,0.0008437933,0.00009266306,0.003825417,0.001283464,0.00004092529,0.001845636],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04727311,"threshold_uncertainty_score":0.235495,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401454262","doi":"10.30770/2572-1852-110.2.34","title":"Regulating Professions: The Emergence of Professional Self-Regulation in Four Canadian Provinces","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science","authors":[{"name":"Susan Lamb","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02868124218521085,"gpt":0.368685313604236,"spread":0.3400040714190252,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004818123,0.000501756,0.0007689316,0.005269573,0.03990921,0.006808986,0.004146756,0.001883938,0.003889868],"category_scores_gemma":[0.009127771,0.001042,0.0008682118,0.01022714,0.01366643,0.002007842,0.007034354,0.003979686,0.0002501216],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2883534,"about_ca_system_score_gemma":0.3458949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988293,"about_ca_topic_score_gemma":0.9996035,"domain_scores_codex":[0.991092,0.0008152962,0.000242904,0.0006242603,0.002668602,0.004556916],"domain_scores_gemma":[0.9858276,0.001794715,0.001052552,0.0005382027,0.006174895,0.004612184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004572626,0.000215583,0.2404736,0.0003885756,0.0001032982,0.001936472,0.575523,0.0007898357,0.001561093,0.06677458,0.01850695,0.09326983],"study_design_scores_gemma":[0.00004903842,0.00007750298,0.4881447,0.0006243765,0.00007216181,0.0003905555,0.3958295,0.001318079,0.0007340217,0.003362294,0.1090837,0.0003140709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491828,0.002892828,0.0006527822,0.008247094,0.0001079822,0.0001714279,0.000675112,0.00005078012,0.03801922],"genre_scores_gemma":[0.9928257,0.000913952,0.0005991694,0.0005759505,0.000007644796,0.00002707393,0.0001858465,0.00002046917,0.004844064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7116466,"threshold_uncertainty_score":0.8254092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401454250","doi":"10.30770/2572-1852-110.2.7","title":"What Could (Or Should) Be the Regulatory Response to the Wicked Problem of Climate Change?","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"TD Bank Group; Institute for Work & Health; University of Toronto","funders":"","keywords":"Climate change; Wicked problem; Environmental resource management; Political science; Environmental science; Computer science; Biology; Ecology","authors":[{"name":"Zubin Austin","is_ca":true},{"name":"Aly Háji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1899139129033577,"gpt":0.3465699378539542,"spread":0.1566560249505965,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05272045,0.0005329209,0.0009432908,0.001780519,0.006023644,0.01415802,0.003866574,0.02091871,0.009929497],"category_scores_gemma":[0.1240726,0.0004356648,0.001554356,0.001333797,0.0251495,0.01856767,0.004226433,0.01929228,0.002668831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007768688,"about_ca_system_score_gemma":0.01945243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470338,"about_ca_topic_score_gemma":0.01023439,"domain_scores_codex":[0.9657699,0.01973276,0.0009437878,0.002810205,0.007333105,0.003410142],"domain_scores_gemma":[0.9285656,0.04055428,0.005631392,0.003775537,0.01638244,0.005090677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006571475,0.00009121343,0.001366551,0.0003395527,0.00006419374,0.0001598397,0.001172822,0.001106481,0.0004462027,0.8745459,0.09288361,0.02775801],"study_design_scores_gemma":[0.00005878905,0.00006529167,0.001977045,0.00119045,0.00003966865,0.0001856786,0.003409937,0.001497588,0.0008096444,0.6835166,0.3071253,0.0001240865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00188505,0.007098983,0.005815503,0.9614382,0.004090865,0.00002271448,0.00004323839,0.0000549827,0.01955041],"genre_scores_gemma":[0.3313777,0.01673628,0.01656799,0.6087854,0.008449362,0.0002812035,0.00008671698,0.0001795052,0.01753585],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05272045,"threshold_uncertainty_score":0.2788157,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239980362","doi":"10.30770/2572-1852-92.2.24","title":"Report of the Special Committee on the Evaluation of Undergraduate Medical Education","year":2006,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medical education; Engineering ethics; Psychology; Political science; Mathematics education; Medicine; Engineering","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03526258939218799,"gpt":0.3881414383699811,"spread":0.352878848977793,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1701397,0.002143048,0.003007798,0.006470331,0.004966311,0.01099164,0.007427743,0.01708586,0.01353747],"category_scores_gemma":[0.1526621,0.002123024,0.003719595,0.003793115,0.003312327,0.003250175,0.007567003,0.01259005,0.009192382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01253541,"about_ca_system_score_gemma":0.128691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03448879,"about_ca_topic_score_gemma":0.04227228,"domain_scores_codex":[0.8400078,0.04178676,0.02188543,0.004395101,0.07956811,0.01235673],"domain_scores_gemma":[0.6410103,0.03376343,0.01842553,0.0129025,0.2566393,0.03725896],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001383146,0.0003092351,0.004334574,0.0005556901,0.00005434829,0.0001725685,0.0003238083,0.0003142579,0.0007848495,0.004318789,0.9262264,0.06246721],"study_design_scores_gemma":[0.00004959719,0.0001302775,0.009257403,0.001839897,0.00003428189,0.0001217924,0.0002984138,0.000295562,0.0006101286,0.0009134899,0.9863609,0.00008814772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01381021,0.04189546,0.03198283,0.3985834,0.1496563,0.05134753,0.01272295,0.001695425,0.298306],"genre_scores_gemma":[0.06723301,0.04475306,0.1096116,0.193126,0.05990704,0.0503376,0.0458724,0.002144575,0.4270148],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8298603,"threshold_uncertainty_score":0.8997957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401453937","doi":"10.30770/2572-1852-110.2.3","title":"From the Editor","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Mark A. Bechtel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05925986127573927,"gpt":0.4849296614494175,"spread":0.4256698001736782,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001910696,0.001155296,0.0009178097,0.001358756,0.001939235,0.005788937,0.002518835,0.005791954,0.2505119],"category_scores_gemma":[0.02180733,0.0004443863,0.0008747448,0.0007874655,0.001121572,0.003926998,0.002592699,0.007708117,0.138708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001699659,"about_ca_system_score_gemma":0.0036882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000977369,"about_ca_topic_score_gemma":0.001801144,"domain_scores_codex":[0.9975491,0.0004081561,0.0002476787,0.0004699676,0.001029382,0.0002956765],"domain_scores_gemma":[0.9898056,0.001868363,0.0005767856,0.0005738027,0.004828082,0.00234747],"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":[0.00001726185,0.00000929132,0.00005837459,0.00012796,0.000003561946,0.0001641297,0.00002723476,0.00001292128,0.00005628061,0.0008571954,0.980283,0.01838273],"study_design_scores_gemma":[0.000006316932,0.000008558774,0.00009704593,0.0001894977,0.000002987224,0.0003994065,0.00005041581,0.00001699548,0.00005612572,0.0005759348,0.9985914,0.000005298808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003919559,0.01365735,0.000892848,0.1786831,0.7400083,0.00007602057,0.0006583257,0.0004421807,0.06518988],"genre_scores_gemma":[0.006747986,0.01935793,0.001071822,0.2391298,0.3981945,0.0001560848,0.001010157,0.0005683441,0.3337634],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2505119,"threshold_uncertainty_score":0.8380457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401442104","doi":"10.30770/2572-1852-110.2.38","title":"International Briefs","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04709859108359785,"gpt":0.5026836949848492,"spread":0.4555851039012513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003106388,0.0008259306,0.0006514635,0.00298981,0.00519057,0.01063033,0.00209519,0.006676187,0.4963993],"category_scores_gemma":[0.01691371,0.0006298837,0.0008027928,0.002943833,0.001240918,0.007430609,0.004799948,0.007342343,0.3018186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004855484,"about_ca_system_score_gemma":0.009647014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01003606,"about_ca_topic_score_gemma":0.01674504,"domain_scores_codex":[0.9965312,0.0005112275,0.0001981914,0.0004457838,0.001608382,0.0007052416],"domain_scores_gemma":[0.9921036,0.001472444,0.0003292118,0.0007737551,0.003289496,0.002031482],"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":[0.000004818786,0.000008656602,0.00002867054,0.00004342263,6.809432e-7,0.00002500503,0.0000618839,0.000007104,0.00002049249,0.004633119,0.9868391,0.008327066],"study_design_scores_gemma":[9.877484e-7,0.000001787961,0.00007980721,0.00003057869,3.216361e-7,0.00001271251,0.00004632876,0.000003472842,0.000008536263,0.0002740482,0.9995397,0.000001639774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000494254,0.004177365,0.0004636431,0.06107207,0.05042138,0.0002359172,0.004037432,0.000783029,0.8783149],"genre_scores_gemma":[0.002454595,0.001940383,0.0002708072,0.0212897,0.005493437,0.0001556526,0.001879516,0.0003325228,0.9661834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4963993,"threshold_uncertainty_score":0.7183253,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4362633354","doi":"10.30770/2572-1852-109.1.3","title":"From the Editor","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","authors":[{"name":"Heidi M. Koenig","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2099891392803344,"gpt":0.5388659843097385,"spread":0.3288768450294041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003925819,0.001044819,0.001041025,0.00143544,0.001442279,0.006143726,0.002666828,0.005487858,0.2081267],"category_scores_gemma":[0.04135861,0.0003838739,0.001032099,0.0008421358,0.001285309,0.003856034,0.00212821,0.007063324,0.08723731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002077865,"about_ca_system_score_gemma":0.005584873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118408,"about_ca_topic_score_gemma":0.002162391,"domain_scores_codex":[0.9957586,0.0008965424,0.0003962193,0.0005539966,0.002013521,0.0003810819],"domain_scores_gemma":[0.9739706,0.004727237,0.001105424,0.0009898981,0.01460688,0.004599906],"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":[0.00002282573,0.00001618144,0.00006481496,0.000157997,0.000004554588,0.00006428739,0.00001117478,0.000009949559,0.00002300013,0.0005787109,0.9797554,0.01929111],"study_design_scores_gemma":[0.00001767179,0.00002350211,0.0001929412,0.0004677131,0.000007406477,0.0002292075,0.00004264292,0.00001874812,0.00006403837,0.0005858419,0.9983425,0.000007787619],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0003726315,0.01654099,0.0006120462,0.2097555,0.7149315,0.0001790195,0.0008276082,0.0002974943,0.05648315],"genre_scores_gemma":[0.005314824,0.02686442,0.0008729477,0.2812076,0.4693734,0.0003064487,0.000976631,0.0003512125,0.2147325],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2081267,"threshold_uncertainty_score":0.6962532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391774199","doi":"10.30770/2572-1852-109.4.6","title":"Collaboration and Engagement to Support Public Protection","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Public engagement; Political science; Public relations; Business","authors":[{"name":"Humayun J. Chaudhry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05078112444903508,"gpt":0.3525361325791156,"spread":0.3017550081300805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09288567,0.00157528,0.001829681,0.003823401,0.03414613,0.03665697,0.005099852,0.01724594,0.05507807],"category_scores_gemma":[0.1228301,0.001141916,0.00215563,0.002829505,0.03309355,0.0383354,0.08744337,0.03971981,0.01464694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01614354,"about_ca_system_score_gemma":0.08477747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008216044,"about_ca_topic_score_gemma":0.01011608,"domain_scores_codex":[0.8312666,0.1170507,0.003049882,0.007241127,0.01658417,0.02480754],"domain_scores_gemma":[0.7818534,0.05080024,0.009754915,0.01530559,0.0204796,0.1218063],"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":[0.00009429303,0.000440602,0.003551755,0.0006792294,0.0001087226,0.0007319311,0.1010504,0.0002955112,0.000519853,0.2044106,0.5380085,0.1501086],"study_design_scores_gemma":[0.00003673928,0.0001005232,0.001239126,0.001445156,0.00001605031,0.0002644933,0.03763868,0.0001502796,0.0001496163,0.07311144,0.8857948,0.00005298368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00461758,0.006004856,0.01029003,0.8690056,0.007059708,0.0002548052,0.000123515,0.0004513166,0.1021925],"genre_scores_gemma":[0.4214213,0.01252699,0.02543838,0.4008994,0.01140049,0.002277149,0.0008888876,0.001265589,0.1238818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09288567,"threshold_uncertainty_score":0.4912323,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4245501925","doi":"10.30770/2572-1852-102.1.33","title":"INTERNATIONAL BRIEFS","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04648544348421731,"gpt":0.4775783916292932,"spread":0.4310929481450759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00217754,0.0008549792,0.0006273316,0.004401149,0.003652374,0.007464412,0.001759613,0.002496214,0.5933098],"category_scores_gemma":[0.01191965,0.0004217534,0.0005388347,0.005114338,0.0006193834,0.005252748,0.003740914,0.00270167,0.3767315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002833436,"about_ca_system_score_gemma":0.004987906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007369752,"about_ca_topic_score_gemma":0.01177339,"domain_scores_codex":[0.9979102,0.0003334072,0.000145378,0.000283899,0.000917493,0.0004095024],"domain_scores_gemma":[0.9930628,0.0008935705,0.000317717,0.0007328036,0.00305914,0.001934022],"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":[0.00001026342,0.00001074418,0.00008330786,0.00005045158,7.740289e-7,0.000021598,0.00006903409,0.000008904954,0.00002326573,0.00289179,0.9801269,0.01670295],"study_design_scores_gemma":[0.000001351307,0.00000341724,0.000183904,0.00003136044,4.742104e-7,0.0000168757,0.0000784078,0.000005040668,0.00001091564,0.0002629777,0.9994036,0.000001702661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008574567,0.002513208,0.0006976927,0.01839886,0.02594146,0.0002489209,0.01138161,0.001112161,0.9388487],"genre_scores_gemma":[0.004236551,0.00194402,0.0004728547,0.005024055,0.004410752,0.0001664276,0.007184544,0.0004904468,0.9760703],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5933098,"threshold_uncertainty_score":0.5800942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406737684","doi":"10.30770/2572-1852-110.4.5","title":"Innovations and Challenges in Medical Regulation","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business","authors":[{"name":"Humayun J. Chaudhry","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4770012954334862,"gpt":0.4708369164718886,"spread":0.006164378961597605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0723547,0.0009895925,0.001769752,0.003652742,0.0126306,0.01992753,0.005467073,0.03549432,0.01565867],"category_scores_gemma":[0.0763718,0.0007194421,0.002620448,0.002787973,0.06757589,0.02960844,0.0121914,0.03856954,0.004001238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02202977,"about_ca_system_score_gemma":0.03155967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009973729,"about_ca_topic_score_gemma":0.006636298,"domain_scores_codex":[0.9404023,0.02666187,0.002228959,0.009134988,0.01539366,0.006178122],"domain_scores_gemma":[0.9227556,0.05350732,0.002574721,0.005485414,0.009792068,0.005884934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007451496,0.00003115158,0.0001076737,0.00006493842,0.000005762403,0.00005396229,0.0006783814,0.000209294,0.00003809473,0.9529251,0.03672763,0.009150645],"study_design_scores_gemma":[0.00002370081,0.00002873964,0.0002004037,0.0003679884,0.000004169994,0.00009030018,0.001146608,0.0004879524,0.00006216382,0.6711725,0.3263784,0.00003703326],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001343343,0.01755583,0.004993719,0.9096708,0.006169314,0.00004000061,0.0000525582,0.00005959277,0.06011478],"genre_scores_gemma":[0.2167091,0.03438307,0.01578114,0.6347419,0.03984237,0.0007887012,0.0001845585,0.0002025734,0.05736657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0723547,"threshold_uncertainty_score":0.3826528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417023170","doi":"10.30770/2572-1852-111.3.49","title":"Book Review","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Elegance; Event (particle physics); Intervention (counseling); Natural (archaeology); Commission; Power (physics)","authors":[{"name":"Michael L. Farrell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01732633757060913,"gpt":0.3958054590306377,"spread":0.3784791214600285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009147557,0.0009589581,0.001229591,0.002942554,0.001302641,0.006546403,0.002528395,0.003264419,0.5161719],"category_scores_gemma":[0.008157792,0.0004777218,0.0009569843,0.00317042,0.0008401957,0.003897221,0.002616042,0.003839675,0.4168513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002149068,"about_ca_system_score_gemma":0.003827735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747131,"about_ca_topic_score_gemma":0.004734549,"domain_scores_codex":[0.9985611,0.0001816013,0.0001018537,0.0002519558,0.0007734482,0.0001299446],"domain_scores_gemma":[0.996518,0.0008392726,0.0001960151,0.0002965619,0.001518673,0.0006314376],"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":[0.000009388317,0.00001335525,0.00003732943,0.0002730528,0.000003577913,0.00005438718,0.00002653695,0.00002894612,0.00004974692,0.002449997,0.9342096,0.06284421],"study_design_scores_gemma":[0.000002793917,0.000004115799,0.00005223453,0.0002034843,0.000001918573,0.0001252508,0.00001867686,0.000007772221,0.00001494937,0.0006002112,0.998966,0.000002621081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004913749,0.1450701,0.002366492,0.04678163,0.09631786,0.0002730986,0.004778019,0.001272838,0.7026486],"genre_scores_gemma":[0.00265832,0.07986505,0.001575316,0.02352277,0.0232004,0.0001608448,0.003991383,0.000685591,0.8643402],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5161719,"threshold_uncertainty_score":0.690122,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4391774156","doi":"10.30770/2572-1852-109.4.41","title":"International Briefs","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06798750961749148,"gpt":0.5082043178790581,"spread":0.4402168082615666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003220676,0.001096898,0.0006305514,0.00401431,0.004577198,0.008413121,0.002090121,0.004538399,0.4823521],"category_scores_gemma":[0.01803315,0.0005806728,0.0007386154,0.003885198,0.00101912,0.005649227,0.004594941,0.00508306,0.3032532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004207405,"about_ca_system_score_gemma":0.008830073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01207825,"about_ca_topic_score_gemma":0.01972242,"domain_scores_codex":[0.9963415,0.0005521862,0.0002251521,0.0003964017,0.001685457,0.0007992001],"domain_scores_gemma":[0.9897856,0.001648265,0.000531416,0.0008920336,0.004473888,0.002668808],"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":[0.000006330599,0.000008276445,0.00003967639,0.0000421913,5.631053e-7,0.00001961058,0.00005375126,0.000005516631,0.00002262604,0.001865563,0.9898458,0.00809018],"study_design_scores_gemma":[0.000001060576,0.000002411615,0.0001070403,0.00002368678,3.188164e-7,0.00001287662,0.00005231205,0.000002447888,0.000009087671,0.00013483,0.9996523,0.000001659647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0006515349,0.004087546,0.0005733497,0.04471746,0.05839331,0.0003576056,0.008516055,0.001274977,0.8814281],"genre_scores_gemma":[0.003102381,0.002626639,0.000380315,0.01698354,0.008851698,0.0002338161,0.005192917,0.0004941975,0.9621344],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4823521,"threshold_uncertainty_score":0.738362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4250278509","doi":"10.30770/2572-1852-102.3.27","title":"INTERNATIONAL BRIEFS","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01627672970185619,"gpt":0.3630427134263843,"spread":0.3467659837245282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002981785,0.0009181232,0.0007319472,0.002642231,0.005192858,0.008760096,0.002342548,0.007103686,0.5146267],"category_scores_gemma":[0.01332503,0.0005294182,0.0008602513,0.002356478,0.001471833,0.006597206,0.004860288,0.006555415,0.295065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004755372,"about_ca_system_score_gemma":0.0088955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007690034,"about_ca_topic_score_gemma":0.01290445,"domain_scores_codex":[0.996752,0.0005366514,0.0002009458,0.000497236,0.001342643,0.0006705367],"domain_scores_gemma":[0.9933518,0.0010654,0.000254987,0.0006515569,0.002709133,0.001967107],"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":[0.000008940996,0.00001370217,0.00003545032,0.00005891414,8.824522e-7,0.0000340793,0.000063684,0.00000937896,0.00003265466,0.005890035,0.9801703,0.01368199],"study_design_scores_gemma":[0.000001326004,0.000002991518,0.00007840963,0.00003484052,3.45502e-7,0.0000167561,0.00005858201,0.000003437167,0.00001002309,0.0003826922,0.999409,0.000001642404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005287511,0.007665515,0.0005504552,0.09324687,0.1057418,0.0002415843,0.00238521,0.0005452395,0.7890946],"genre_scores_gemma":[0.002654493,0.002929864,0.0002692697,0.02494106,0.008538045,0.0001420503,0.001152404,0.0002047644,0.9591681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4853733,"threshold_uncertainty_score":0.6923261,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388776129","doi":"10.30770/2572-1852-109.3.28","title":"International Briefs","year":2023,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02483975459030177,"gpt":0.393397201066787,"spread":0.3685574464764853,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004781533,0.0009213774,0.0007712609,0.004996554,0.005625406,0.01118751,0.002471588,0.00483514,0.4252126],"category_scores_gemma":[0.01713411,0.0007719903,0.0008726161,0.005372206,0.001692807,0.008319637,0.006385863,0.005713222,0.2177032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008182549,"about_ca_system_score_gemma":0.01758942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02691742,"about_ca_topic_score_gemma":0.0336442,"domain_scores_codex":[0.9951369,0.00074589,0.0003146953,0.0006733037,0.002242223,0.0008869861],"domain_scores_gemma":[0.9919085,0.001271507,0.000310124,0.001154764,0.003622778,0.001732267],"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":[0.000008531747,0.00001580637,0.00005685795,0.0001046884,0.000001375144,0.00002901525,0.0002211461,0.00001702769,0.00003843006,0.01888016,0.9568861,0.02374085],"study_design_scores_gemma":[7.708217e-7,0.00000180064,0.000118743,0.00004188979,3.07746e-7,0.000009662725,0.00005754658,0.000004274034,0.000009238395,0.0005064691,0.9992477,0.000001637555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006109383,0.005756877,0.000781806,0.03699007,0.02008981,0.000329722,0.005133144,0.0004859472,0.9298217],"genre_scores_gemma":[0.002518572,0.002349159,0.0004269092,0.009741645,0.001875079,0.0002034902,0.002187987,0.0002515602,0.9804456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5747874,"threshold_uncertainty_score":0.8198644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4236616418","doi":"10.30770/2572-1852-103.1.23","title":"INTERNATIONAL BRIEFS","year":2017,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0733324391433813,"gpt":0.5242901837032395,"spread":0.4509577445598583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002909265,0.0007918888,0.0006659596,0.003243946,0.004257462,0.007792066,0.001818629,0.003856303,0.5170956],"category_scores_gemma":[0.01401062,0.0005569849,0.0007216917,0.003499395,0.0009465663,0.00667542,0.004160424,0.004684305,0.2929332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004402167,"about_ca_system_score_gemma":0.008841808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01099773,"about_ca_topic_score_gemma":0.01834226,"domain_scores_codex":[0.9972753,0.0004370866,0.0001698034,0.0003276129,0.001265757,0.0005244759],"domain_scores_gemma":[0.992448,0.001196036,0.0003215454,0.0007446958,0.00299698,0.002292747],"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":[0.000007900305,0.00001139129,0.00004780806,0.00006102248,8.677453e-7,0.00002552135,0.00009199975,0.000009487312,0.00002576131,0.004814885,0.9802696,0.01463386],"study_design_scores_gemma":[0.000001060272,0.0000033183,0.0001255762,0.00003371483,4.252478e-7,0.00001553463,0.00005551346,0.000004802858,0.000009839106,0.000252449,0.9994961,0.000001608377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006638013,0.004676512,0.0005270265,0.03071356,0.04012715,0.0002186958,0.003138791,0.0006143681,0.91932],"genre_scores_gemma":[0.002317944,0.001829524,0.0002416592,0.006629969,0.003464104,0.00009150909,0.001347882,0.0001967075,0.9838808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5170956,"threshold_uncertainty_score":0.6888045,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213118411","doi":"10.30770/2572-1852-102.4.31","title":"INTERNATIONAL BRIEFS","year":2016,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04648544348421731,"gpt":0.4775783916292932,"spread":0.4310929481450759,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002731381,0.001032607,0.0007872806,0.003590629,0.006478514,0.009577384,0.002437114,0.006489182,0.4326075],"category_scores_gemma":[0.01207935,0.0005213003,0.000878573,0.003897967,0.001676491,0.005074526,0.003859129,0.005438779,0.2049027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00947323,"about_ca_system_score_gemma":0.01829938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05280548,"about_ca_topic_score_gemma":0.07904787,"domain_scores_codex":[0.996473,0.0004082641,0.0001765069,0.0004806623,0.001652338,0.000809131],"domain_scores_gemma":[0.993404,0.0007910957,0.000208412,0.0006096222,0.003225967,0.001760951],"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":[0.0000090855,0.000009707021,0.00003980782,0.00004731409,9.419135e-7,0.00002681268,0.00005547188,0.00001223933,0.00003006354,0.007183156,0.979868,0.01271734],"study_design_scores_gemma":[0.00000113618,0.000001976379,0.00008881866,0.00003470001,5.141953e-7,0.00001462483,0.00004775637,0.000003476177,0.00001012394,0.0003053815,0.9994898,0.000001726537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004768094,0.01135924,0.0005038272,0.06024666,0.06264844,0.0002128141,0.003237481,0.0004989405,0.8608158],"genre_scores_gemma":[0.002948859,0.004402284,0.000291487,0.01437886,0.006366735,0.0001050667,0.001633887,0.0002055951,0.9696671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5673925,"threshold_uncertainty_score":0.8093165,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247089120","doi":"10.30770/2572-1852-97.1.26","title":"State Member Board Briefs","year":2011,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Member state; State (computer science); Business; Member states; Political science; Computer science; European union; International trade; Programming language","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02697501455279083,"gpt":0.3062409023697069,"spread":0.279265887816916,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005706332,0.0009712832,0.0008792136,0.002482917,0.00656512,0.007779167,0.002724762,0.01123145,0.4396189],"category_scores_gemma":[0.01843987,0.000914849,0.0008806419,0.002188922,0.0009271619,0.004213032,0.002734628,0.007769581,0.2896938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00392016,"about_ca_system_score_gemma":0.0125987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157968,"about_ca_topic_score_gemma":0.0218348,"domain_scores_codex":[0.994352,0.0006243957,0.0003489183,0.000853889,0.002709369,0.001111317],"domain_scores_gemma":[0.9882171,0.00193783,0.0004229093,0.001066293,0.006542738,0.001813192],"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":[0.000009802328,0.00002183563,0.00006654074,0.00002929383,0.000001024573,0.00002549327,0.00002561497,0.0000101933,0.00004604029,0.002169613,0.9874723,0.01012217],"study_design_scores_gemma":[0.000005020049,0.000006624652,0.0002907056,0.00004076112,0.000001366506,0.00001291017,0.00004191491,0.00001585398,0.00002607251,0.0002800086,0.999275,0.000003869712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008957477,0.002790363,0.0007417643,0.06230258,0.03630126,0.0006246055,0.00418393,0.001210521,0.8909492],"genre_scores_gemma":[0.003146636,0.0009323938,0.0003895892,0.02888735,0.004567329,0.0004351973,0.001642428,0.0002514074,0.9597476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4396189,"threshold_uncertainty_score":0.7993156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230115374","doi":"10.30770/2572-1852-98.3.27","title":"International Briefs","year":2012,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.08907048395501387,"gpt":0.5065109996674951,"spread":0.4174405157124813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003244261,0.0009869185,0.000812844,0.002459462,0.006549427,0.008766036,0.002388075,0.00895418,0.4202466],"category_scores_gemma":[0.01560204,0.0005945618,0.0008710527,0.002478788,0.001840225,0.005551649,0.004804319,0.008845934,0.1799367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00778735,"about_ca_system_score_gemma":0.01499376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02463921,"about_ca_topic_score_gemma":0.03808099,"domain_scores_codex":[0.9957609,0.0005288397,0.0002487251,0.0006383525,0.001863571,0.0009598029],"domain_scores_gemma":[0.9937464,0.001115334,0.000252643,0.0006083539,0.002312543,0.001964658],"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":[0.00001021683,0.00001223104,0.00004389511,0.0000510409,0.000001121466,0.00003938828,0.00007880649,0.00000818439,0.00002879398,0.007308661,0.980329,0.01208861],"study_design_scores_gemma":[0.000001782614,0.000002856537,0.000102277,0.00003663826,5.41084e-7,0.00001620221,0.00004931298,0.000003135772,0.000008735444,0.0002932301,0.9994833,0.000001875359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005433602,0.01053258,0.0003751909,0.1251604,0.06659324,0.0002448916,0.002256381,0.0003595027,0.7939343],"genre_scores_gemma":[0.003007851,0.00337906,0.0002260182,0.0371622,0.007161408,0.0001664575,0.0009841946,0.0001572659,0.9477555],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5797534,"threshold_uncertainty_score":0.8269479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230648521","doi":"10.30770/2572-1852-93.4.32","title":"International Briefs","year":2007,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01677294488909194,"gpt":0.3543640320651257,"spread":0.3375910871760338,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002908792,0.0008720405,0.0007418904,0.00267911,0.005786476,0.00606034,0.002520869,0.006352975,0.4232807],"category_scores_gemma":[0.01402635,0.0005041751,0.0006796074,0.002339792,0.001402782,0.003667637,0.003434982,0.00538576,0.1667356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006329852,"about_ca_system_score_gemma":0.01225446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802896,"about_ca_topic_score_gemma":0.05048683,"domain_scores_codex":[0.9972649,0.0003777691,0.0001377424,0.0003662471,0.001196233,0.0006571498],"domain_scores_gemma":[0.991981,0.001336069,0.0002444268,0.0006543279,0.003480175,0.002303969],"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":[0.000007895938,0.00001338328,0.0000466037,0.00003853286,7.23104e-7,0.00003292381,0.0000521372,0.000008557597,0.00002614684,0.003373607,0.9843938,0.01200579],"study_design_scores_gemma":[0.000001658611,0.00000329475,0.0001774884,0.00003077972,4.650286e-7,0.00001844967,0.00006376484,0.000004371254,0.000009482417,0.0002906066,0.9993978,0.000001949019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008015794,0.008373872,0.000508479,0.1060788,0.1053563,0.0003268016,0.003091445,0.0005679675,0.7748948],"genre_scores_gemma":[0.003744919,0.003081102,0.0002897636,0.02313882,0.0100708,0.0001595401,0.001457238,0.0001545204,0.9579033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4232807,"threshold_uncertainty_score":0.82262,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255660152","doi":"10.30770/2572-1852-91.1.26","title":"International Briefs","year":2005,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06506645566246723,"gpt":0.4946983478103108,"spread":0.4296318921478436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001780199,0.001072824,0.0007234993,0.002878094,0.004114782,0.007674582,0.001913184,0.006515264,0.5334756],"category_scores_gemma":[0.007401245,0.00056221,0.000819588,0.002625677,0.001068488,0.004891065,0.002952435,0.004861545,0.358406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004039535,"about_ca_system_score_gemma":0.005243304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007482092,"about_ca_topic_score_gemma":0.01195303,"domain_scores_codex":[0.9980234,0.000220929,0.0001345482,0.0003277767,0.0009426615,0.0003507715],"domain_scores_gemma":[0.9969141,0.0006016789,0.0001576409,0.0003980008,0.001289941,0.0006386626],"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":[0.000009421146,0.00001478501,0.00002699973,0.0000510322,8.778263e-7,0.00002555288,0.00002533537,0.00001465723,0.00004349424,0.00648909,0.9804096,0.01288917],"study_design_scores_gemma":[0.000001523666,0.000003140568,0.0000803267,0.00002978637,4.406634e-7,0.00001154034,0.00002301008,0.000004971772,0.00001396576,0.0003991761,0.9994305,0.000001615746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000289928,0.005357491,0.0003554474,0.02320657,0.05097851,0.0001894646,0.002425029,0.0004013691,0.9167961],"genre_scores_gemma":[0.001360918,0.001515521,0.0001491144,0.006042106,0.004468524,0.00008522705,0.0008469589,0.0001129676,0.9854188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5334756,"threshold_uncertainty_score":0.6654404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237981549","doi":"10.30770/2572-1852-90.1.32","title":"International Briefs","year":2004,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06487538743266835,"gpt":0.4882694074077603,"spread":0.423394019975092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002036544,0.001007198,0.0007477375,0.003189627,0.004920119,0.01034004,0.002179877,0.005941667,0.4730899],"category_scores_gemma":[0.008200741,0.0005542168,0.0007626016,0.003587463,0.001509125,0.00716272,0.004717326,0.004833426,0.3157135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004139419,"about_ca_system_score_gemma":0.006662377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00630821,"about_ca_topic_score_gemma":0.01027136,"domain_scores_codex":[0.9974735,0.0003999249,0.0001590569,0.0004437783,0.00110542,0.0004182206],"domain_scores_gemma":[0.9966927,0.0006671433,0.0002080003,0.0004940241,0.001134565,0.0008035675],"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":[0.00001309134,0.00002595266,0.00008102596,0.0001088576,0.000001433176,0.00005550529,0.0001160987,0.00003006619,0.00006947404,0.02689441,0.9381016,0.03450238],"study_design_scores_gemma":[7.746141e-7,0.00000270435,0.00006202405,0.00003815689,3.567912e-7,0.00001832388,0.00004851144,0.00000442362,0.0000126572,0.0005948552,0.9992156,0.000001526177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003957438,0.008141902,0.0005631949,0.02811722,0.03894268,0.0001248286,0.001531492,0.0003720017,0.921811],"genre_scores_gemma":[0.002479043,0.004237473,0.0003073899,0.008294628,0.005086697,0.00007675122,0.0009858374,0.0001876912,0.9783444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5269101,"threshold_uncertainty_score":0.7515733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3192158662","doi":"10.30770/2572-1852-90.2.18","title":"A Resource for Medical Boards: The International Medical Education Directory (IMED)","year":2004,"lang":"en","type":"article","venue":"Journal of Medical Regulation","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Directory; Medical education; Excellence; Commission; Resource (disambiguation); Medicine; Political science; Computer science","authors":[{"name":"William C. Kelly","is_ca":false},{"name":"Stephen S. Seeling","is_ca":false},{"name":"John J. Norcini","is_ca":false},{"name":"James A. Hallock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03495598205241721,"gpt":0.4739949443633526,"spread":0.4390389623109354,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005981626,0.0006470353,0.0006196434,0.008497488,0.00220432,0.005605375,0.001184135,0.002402158,0.2258512],"category_scores_gemma":[0.02001162,0.0005536716,0.0002960531,0.00798688,0.0006137371,0.005289687,0.005689588,0.002598134,0.1232008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001619454,"about_ca_system_score_gemma":0.007361828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003086361,"about_ca_topic_score_gemma":0.005471612,"domain_scores_codex":[0.9966992,0.0008841939,0.0003883652,0.0002443652,0.00134965,0.0004341764],"domain_scores_gemma":[0.9780522,0.005057371,0.003052404,0.001320883,0.003765881,0.008751309],"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":[0.00001808411,0.00004480828,0.0003937045,0.00009629608,0.000001065563,0.0000291189,0.0000990368,0.00002891526,0.0001023498,0.001835586,0.9005957,0.09675535],"study_design_scores_gemma":[0.000008969352,0.000007714513,0.0006538147,0.00007213661,6.583464e-7,0.00002633754,0.00006366228,0.00002036928,0.00003126795,0.0002614962,0.9988481,0.000005493637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00747427,0.0155018,0.01111115,0.1034608,0.02096843,0.001780774,0.09618177,0.01600577,0.7275152],"genre_scores_gemma":[0.04324388,0.01204872,0.04372107,0.02694732,0.0146071,0.001884436,0.1428294,0.004590645,0.7101275],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2258512,"threshold_uncertainty_score":0.7555476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}